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Mengel D, Soter E, Ott JM, Wacker M, Leyva A, Peters O, Hellmann-Regen J, Schneider LS, Wang X, Priller J, Spruth E, Altenstein S, Schneider A, Fliessbach K, Wiltfang J, Hansen N, Rostamzadeh A, Düzel E, Glanz W, Incesoy EI, Buerger K, Janowitz D, Ewers M, Perneczky R, Rauchmann B, Teipel S, Kilimann I, Laske C, Sodenkamp S, Spottke A, Brustkern J, Brosseron F, Wagner M, Stark M, Kleineidam L, Shao K, Lüsebrink F, Yakupov R, Schmid M, Hetzer S, Dechent P, Scheffler K, Berron D, Jessen F, Synofzik M. Blood biomarkers confirm subjective cognitive decline (SCD) as a distinct molecular and clinical stage within the NIA-AA framework of Alzheimer´s disease. Mol Psychiatry 2025:10.1038/s41380-025-03021-0. [PMID: 40247130 DOI: 10.1038/s41380-025-03021-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2024] [Revised: 03/10/2025] [Accepted: 04/07/2025] [Indexed: 04/19/2025]
Abstract
Subjective cognitive decline (SCD) is proposed as an indicator of transitional disease stage 2 in the Alzheimer's disease (AD) continuum. However, molecular and particularly longitudinal fluid biomarker data for this stage are still limited. This study aimed to determine whether blood-based biomarkers in amyloid-positive individuals with SCD (A + SCD) support the notion of stage 2 as a distinct stage between stages 1 and 3 of AD and to identify those at high risk for clinical progression. In a prospective multicenter study (DELCODE) involving 457 participants across the AD continuum, we analyzed plasma phospho-tau 181 (p181) and neurofilament light chain (NfL) and assessed their association with longitudinal cognition, hippocampal atrophy, and AD clinical stage transition. The results showed that baseline plasma p181 levels were elevated and increased more rapidly in A + SCD individuals compared to amyloid-positive cognitively unimpaired (A + CU) individuals (stage 1). NfL levels rose across A + CU, A + SCD, and amyloid-positive mild cognitive impairment (A + MCI, stage 3). In A + SCD, but not in A + CU, higher p181 levels predicted cognitive decline (PACC5) and transition to MCI. In conclusion, plasma p181 provides molecular biomarker evidence supporting A + SCD as a pre-dementia AD stage (stage 2) distinct from A + CU (stage 1) and helps identify individuals at risk for cognitive decline early in the AD continuum.
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Affiliation(s)
- David Mengel
- Division Translational Genomics of Neurodegenerative Diseases, Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen, Hoppe-Seyler-Str. 3, 72076, Tübingen, Germany
- German Center for Neurodegenerative Diseases (DZNE), University of Tübingen, Otfried-Müller-Straße 27, 72076, Tübingen, Germany
| | - Ester Soter
- Division Translational Genomics of Neurodegenerative Diseases, Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen, Hoppe-Seyler-Str. 3, 72076, Tübingen, Germany
| | - Julia Maren Ott
- Division Translational Genomics of Neurodegenerative Diseases, Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen, Hoppe-Seyler-Str. 3, 72076, Tübingen, Germany
| | - Madeleine Wacker
- Division Translational Genomics of Neurodegenerative Diseases, Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen, Hoppe-Seyler-Str. 3, 72076, Tübingen, Germany
| | - Alejandra Leyva
- Division Translational Genomics of Neurodegenerative Diseases, Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen, Hoppe-Seyler-Str. 3, 72076, Tübingen, Germany
| | - Oliver Peters
- German Center for Neurodegenerative Diseases (DZNE), Robert-Rössle-Straße 10, 13125, Berlin, Germany
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute of Psychiatry and Psychotherapy, Charitéplatz 1, 10117, Berlin, Germany
| | - Julian Hellmann-Regen
- German Center for Neurodegenerative Diseases (DZNE), Robert-Rössle-Straße 10, 13125, Berlin, Germany
- Charité - Universitätsmedizin Berlin, Department of Psychiatry and Neurosciences, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Charitéplatz 1, 10117, Berlin, Germany
- German Center for Mental Health (DZPG), partner site Berlin, Charitéplatz 1, 10117, Berlin, Germany
| | - Luisa-Sophie Schneider
- German Center for Neurodegenerative Diseases (DZNE), Robert-Rössle-Straße 10, 13125, Berlin, Germany
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute of Psychiatry and Psychotherapy, Charitéplatz 1, 10117, Berlin, Germany
- German Center for Mental Health (DZPG), partner site Berlin, Charitéplatz 1, 10117, Berlin, Germany
- Charité - Universitätsmedizin Berlin, Experimental and Clinical Research Center (ECRC), Lindenberger Weg 80, 13125, Berlin, Germany
| | - Xiao Wang
- Charité - Universitätsmedizin Berlin, Department of Psychiatry and Neurosciences, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Charitéplatz 1, 10117, Berlin, Germany
- German Center for Mental Health (DZPG), partner site Berlin, Charitéplatz 1, 10117, Berlin, Germany
| | - Josef Priller
- German Center for Neurodegenerative Diseases (DZNE), Robert-Rössle-Straße 10, 13125, Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité, Charitéplatz 1, 10117, Berlin, Germany
- School of Medicine, Technical University of Munich, Department of Psychiatry and Psychotherapy, Ismaninger Str. 22, 81675, Munich, Germany
- University of Edinburgh and UK Dementia Research Institute (UK DRI), Chancellor's Building, 49 Little France Crescent, Edinburgh, EH16 4SB, UK
| | - Eike Spruth
- German Center for Neurodegenerative Diseases (DZNE), Robert-Rössle-Straße 10, 13125, Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité, Charitéplatz 1, 10117, Berlin, Germany
| | - Slawek Altenstein
- German Center for Neurodegenerative Diseases (DZNE), Robert-Rössle-Straße 10, 13125, Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité, Charitéplatz 1, 10117, Berlin, Germany
| | - Anja Schneider
- German Center for Neurodegenerative Diseases (DZNE), Sigmund-Freud-Straße 27, 53127, Bonn, Germany
- Department for Cognitive Disorders and Old Age Psychiatry, University Hospital Bonn, Sigmund-Freud-Straße 25, 53127, Bonn, Germany
| | - Klaus Fliessbach
- German Center for Neurodegenerative Diseases (DZNE), Sigmund-Freud-Straße 27, 53127, Bonn, Germany
- Department for Cognitive Disorders and Old Age Psychiatry, University Hospital Bonn, Sigmund-Freud-Straße 25, 53127, Bonn, Germany
| | - Jens Wiltfang
- German Center for Neurodegenerative Diseases (DZNE), Von-Siebold-Straße 3a, 37075, Göttingen, Germany
- Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, University of Göttingen, Von-Siebold-Straße 3a, 37075, Göttingen, Germany
- Neurosciences and Signaling Group, Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Campus Universitário de Santiago, 3810-193, Aveiro, Portugal
| | - Niels Hansen
- Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, University of Göttingen, Von-Siebold-Straße 3a, 37075, Göttingen, Germany
| | - Ayda Rostamzadeh
- Department of Psychiatry, Faculty of Medicine and University Hospital Cologne, University of Cologne, Kerpener Str. 62, 50937, Cologne, Germany
| | - Emra Düzel
- German Center for Neurodegenerative Diseases (DZNE), Leipziger Str. 44, 39120, Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Leipziger Str. 44, 39120, Magdeburg, Germany
| | - Wenzel Glanz
- German Center for Neurodegenerative Diseases (DZNE), Leipziger Str. 44, 39120, Magdeburg, Germany
| | - Enise I Incesoy
- German Center for Neurodegenerative Diseases (DZNE), Leipziger Str. 44, 39120, Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Leipziger Str. 44, 39120, Magdeburg, Germany
- Department of Psychiatry and Psychotherapy, University Clinic Magdeburg, Leipziger Str. 44, 39120, Magdeburg, Germany
| | - Katharina Buerger
- German Center for Neurodegenerative Diseases (DZNE), Feodor-Lynen-Str. 17, 81377, Munich, Germany
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU, Feodor-Lynen-Str. 17, 81377, Munich, Germany
| | - Daniel Janowitz
- German Center for Neurodegenerative Diseases (DZNE), Feodor-Lynen-Str. 17, 81377, Munich, Germany
| | - Michael Ewers
- German Center for Neurodegenerative Diseases (DZNE), Feodor-Lynen-Str. 17, 81377, Munich, Germany
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU, Feodor-Lynen-Str. 17, 81377, Munich, Germany
| | - Robert Perneczky
- German Center for Neurodegenerative Diseases (DZNE), Feodor-Lynen-Str. 17, 81377, Munich, Germany
- Department of Psychiatry and Psychotherapy, University Hospital, LMU, Nussbaumstraße 7, 80336, Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), Feodor-Lynen-Str. 17, 81377, Munich, Germany
- Ageing Epidemiology Research Unit (AGE), School of Public Health, Imperial College London, St. Mary's Campus, Norfolk Place, London, W2 1PG, UK
| | - Boris Rauchmann
- Department of Psychiatry and Psychotherapy, University Hospital, LMU, Nussbaumstraße 7, 80336, Munich, Germany
- Sheffield Institute for Translational Neuroscience (SITraN), University of Sheffield, 385a Glossop Road, Sheffield, S10 2HQ, UK
- Department of Neuroradiology, University Hospital LMU, Marchioninistraße 15, 81377, Munich, Germany
| | - Stefan Teipel
- German Center for Neurodegenerative Diseases (DZNE), Gehlsheimer Straße 20, 18147, Rostock, Germany
- Department of Psychosomatic Medicine, Rostock University Medical Center, Gehlsheimer Straße 20, 18147, Rostock, Germany
| | - Ingo Kilimann
- German Center for Neurodegenerative Diseases (DZNE), Gehlsheimer Straße 20, 18147, Rostock, Germany
- Department of Psychosomatic Medicine, Rostock University Medical Center, Gehlsheimer Straße 20, 18147, Rostock, Germany
| | - Christoph Laske
- German Center for Neurodegenerative Diseases (DZNE), University of Tübingen, Otfried-Müller-Straße 27, 72076, Tübingen, Germany
- Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Hoppe-Seyler-Str. 3, 72076, Tübingen, Germany
| | - Sebastian Sodenkamp
- German Center for Neurodegenerative Diseases (DZNE), University of Tübingen, Otfried-Müller-Straße 27, 72076, Tübingen, Germany
- Department of Psychiatry and Psychotherapy, University of Tübingen, Calwerstraße 14, 72076, Tübingen, Germany
| | - Annika Spottke
- German Center for Neurodegenerative Diseases (DZNE), Sigmund-Freud-Straße 27, 53127, Bonn, Germany
- Department of Neurology, University of Bonn, Sigmund-Freud-Straße 25, 53127, Bonn, Germany
| | - Johanna Brustkern
- German Center for Neurodegenerative Diseases (DZNE), Sigmund-Freud-Straße 27, 53127, Bonn, Germany
| | - Frederic Brosseron
- German Center for Neurodegenerative Diseases (DZNE), Sigmund-Freud-Straße 27, 53127, Bonn, Germany
| | - Michael Wagner
- German Center for Neurodegenerative Diseases (DZNE), Sigmund-Freud-Straße 27, 53127, Bonn, Germany
- Department of Old Age Psychiatry and Cognitive Disorders, University Hospital Bonn, Sigmund-Freud-Straße 25, 53127, Bonn, Germany
| | - Melina Stark
- German Center for Neurodegenerative Diseases (DZNE), Sigmund-Freud-Straße 27, 53127, Bonn, Germany
| | - Luca Kleineidam
- German Center for Neurodegenerative Diseases (DZNE), Sigmund-Freud-Straße 27, 53127, Bonn, Germany
- Department of Old Age Psychiatry and Cognitive Disorders, University Hospital Bonn, Sigmund-Freud-Straße 25, 53127, Bonn, Germany
| | - Kai Shao
- German Center for Neurodegenerative Diseases (DZNE), Sigmund-Freud-Straße 27, 53127, Bonn, Germany
- Department of Neurology, XuanWu Hospital of Capital Medical University, No. 45 Changchun Street, Xicheng District, Beijing, 100053, China
| | - Falk Lüsebrink
- German Center for Neurodegenerative Diseases (DZNE), Gehlsheimer Straße 20, 18147, Rostock, Germany
| | - Renat Yakupov
- German Center for Neurodegenerative Diseases (DZNE), Gehlsheimer Straße 20, 18147, Rostock, Germany
| | - Matthias Schmid
- German Center for Neurodegenerative Diseases (DZNE), Sigmund-Freud-Straße 27, 53127, Bonn, Germany
- Institute for Medical Biometry, University Hospital Bonn, Sigmund-Freud-Straße 25, 53127, Bonn, Germany
| | - Stefan Hetzer
- Berlin Center for Advanced Neuroimaging, Charité - Universitätsmedizin Berlin, Philippstraße 13, 10115, Berlin, Germany
| | - Peter Dechent
- MR-Research in Neurosciences, Department of Cognitive Neurology, Georg-August-University Göttingen, Von-Siebold-Straße 3a, 37075, Göttingen, Germany
| | - Klaus Scheffler
- Department for Biomedical Magnetic Resonance, University of Tübingen, Hoppe-Seyler-Str. 3, 72076, Tübingen, Germany
| | - David Berron
- German Center for Neurodegenerative Diseases (DZNE), Leipziger Str. 44, 39120, Magdeburg, Germany
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, Sölvegatan 17, 223 62, Lund, Sweden
| | - Frank Jessen
- German Center for Neurodegenerative Diseases (DZNE), Sigmund-Freud-Straße 27, 53127, Bonn, Germany
- Department of Psychiatry, Faculty of Medicine and University Hospital Cologne, University of Cologne, Kerpener Str. 62, 50937, Cologne, Germany
- Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), University of Cologne, Joseph-Stelzmann-Straße 26, 50931, Cologne, Germany
| | - Matthis Synofzik
- Division Translational Genomics of Neurodegenerative Diseases, Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen, Hoppe-Seyler-Str. 3, 72076, Tübingen, Germany.
- German Center for Neurodegenerative Diseases (DZNE), University of Tübingen, Otfried-Müller-Straße 27, 72076, Tübingen, Germany.
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Peterson KA, Leddy A, Hornberger M. Reliability of online, remote neuropsychological assessment in people with and without subjective cognitive decline. PLOS DIGITAL HEALTH 2025; 4:e0000682. [PMID: 40198590 PMCID: PMC11977984 DOI: 10.1371/journal.pdig.0000682] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/28/2024] [Accepted: 02/18/2025] [Indexed: 04/10/2025]
Abstract
Online, remote neuropsychological assessment paradigms may offer a cost-effective alternative to in-person assessment for people who experience subjective cognitive decline (SCD). However, it is vital to establish the psychometric properties of such paradigms. The present study (i) evaluates test-retest reliability of remote, online neuropsychological tests from the NeurOn software platform in people with and without SCD (Non-SCD) recruited from the general population; and (ii) investigates potential group differences in baseline performance and longitudinal change. Ninety-nine participants (SCD N = 44, Non-SCD N = 55) completed seven tests from the NeurOn battery, covering visual and verbal memory, working memory, attention and psychomotor speed. Sixty-nine participants (SCD N = 34, Non-SCD N = 35) repeated the assessment six (+/- one) months later. SCD was classified using the Cognitive Change Index questionnaire. Test-retest reliability of the NeurOn test outcome measures ranged from poor to good, with the strongest evidence of reliability shown for the Sustained Attention to Response Test and Picture Recognition. The SCD group was significantly older than the Non-SCD group so group differences were investigated using analysis of covariance whilst controlling for the effect of age. SCD scored significantly better than Non-SCD for Digit Span Backwards (maximum sequence length) and Picture Recognition (recall of object position) at baseline. However, these were not significant when using the Bonferroni-adjusted alpha level. There were no differences between SCD and Non-SCD in longitudinal change. The results suggest online, remote neuropsychological assessment is a promising option for assessing and monitoring SCD, however more research is needed to determine the most suitable tests in terms of reliability and sensitivity to SCD.
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Affiliation(s)
- Katie A. Peterson
- Department of Clinical Psychology and Psychological Therapies, Norwich Medical School, University of East Anglia, Norwich, United Kingdom
| | - Adrian Leddy
- Department of Clinical Psychology and Psychological Therapies, Norwich Medical School, University of East Anglia, Norwich, United Kingdom
| | - Michael Hornberger
- Department of Medicine, Norwich Medical School, University of East Anglia, Norwich, United Kingdom
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López-Higes R, Rubio-Valdehita S, López-Sanz D, Fernandes SM, Rodrigues PFS, Delgado-Losada ML. Cognitive Performance Among Older Adults with Subjective Cognitive Decline. Geriatrics (Basel) 2025; 10:39. [PMID: 40126289 PMCID: PMC11932273 DOI: 10.3390/geriatrics10020039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2025] [Revised: 03/06/2025] [Accepted: 03/10/2025] [Indexed: 03/25/2025] Open
Abstract
Objectives: The main objective of this cross-sectional study was to investigate if there are significant differences in cognition between a group of older adults with subjective cognitive decline (SCD) and cognitively intact controls. Methods: An initial sample of 132 older people underwent an extensive neuropsychological evaluation (memory, executive functions, and language) and were classified according to diagnostic criteria. Two groups of 33 subjects each, controls and SCD, were formed using an a priori case-matching procedures in different variables: age, biological sex, years of education, cognitive reserve, and Mini-Mental State Exam. Results: The mean age and standard deviation in the control group were equal to 70.39 ± 4.31 years, while in the SCD group, they were 70.30 ± 4.33 years. The number of males (n = 9) and females (n = 24) was equal in both groups; the means of years of education were also quite similar. SCD participants have a significantly lower mood than the controls. Significant differences between groups were obtained in delayed recall, inhibitory control, and comprehension of sentences not fitted to canonical word order in Spanish. A logistic regression revealed that a lower score on the Stroop's interference condition is associated with a higher likelihood of having SCD. Finally, ROC analysis provided a model that performs better than random chance, and a cut-off score in Stroop's interference condition equal to 49 was suggested for clinically differentiating the two groups. Conclusions: This study highlights that, compared to a matched control group, participants with SCD showed subtle but significant neuropsychological differences.
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Affiliation(s)
- Ramón López-Higes
- Departamento de Psicología Experimental, Complutense University of Madrid (UCM), 28223 Madrid, Spain; (D.L.-S.); (M.L.D.-L.)
| | - Susana Rubio-Valdehita
- Departamento de Psicología Social, del Trabajo y Diferencial, Complutense University of Madrid (UCM), 28223 Madrid, Spain;
| | - David López-Sanz
- Departamento de Psicología Experimental, Complutense University of Madrid (UCM), 28223 Madrid, Spain; (D.L.-S.); (M.L.D.-L.)
- Centro de Neurociencia Cognitiva y Computacional (C3N), Universidad Complutense de Madrid, 28015 Madrid, Spain
| | - Sara M. Fernandes
- CINTESIS.UPT@RISE-Health, Portucalense University, 4200-072 Porto, Portugal; (S.M.F.); (P.F.S.R.)
| | - Pedro F. S. Rodrigues
- CINTESIS.UPT@RISE-Health, Portucalense University, 4200-072 Porto, Portugal; (S.M.F.); (P.F.S.R.)
| | - María Luisa Delgado-Losada
- Departamento de Psicología Experimental, Complutense University of Madrid (UCM), 28223 Madrid, Spain; (D.L.-S.); (M.L.D.-L.)
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Nester CO, De Vito AN, Prieto S, Kunicki ZJ, Strenger J, Harrington KD, Roque N, Sliwinski MJ, Rabin LA, Thompson LI. Association of Subjective Cognitive Concerns With Performance on Mobile App-Based Cognitive Assessment in Cognitively Normal Older Adults: Observational Study. JMIR Aging 2025; 8:e64033. [PMID: 39903213 PMCID: PMC11812482 DOI: 10.2196/64033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2024] [Revised: 10/24/2024] [Accepted: 11/19/2024] [Indexed: 12/08/2024] Open
Abstract
Background Subjective cognitive concerns (SCCs) may be among the earliest clinical symptoms of dementia. There is growing interest in applying a mobile app-based cognitive assessment to remotely screen for cognitive status in preclinical dementia, but the relationship between SCC and relevant mobile assessment metrics is uncertain. Objective This study aimed to characterize the relationship between SCC and adherence, satisfaction, and performance on mobile app assessments in cognitively unimpaired older adults. Methods Participants (N=122; Meanage=68.85 [SD 4.93] years; Meaneducation=16.85 [SD 2.39] years; female: n=82, 66.7%; White:n=106, 86.2%) completed 8 assessment days using Mobile Monitoring of Cognitive Change (M2C2), an app-based testing platform, with brief daily sessions within morning, afternoon, and evening time windows (24 total testing sessions). M2C2 includes digital working memory, processing speed, and episodic memory tasks. Participants provided feedback about their satisfaction and motivation related to M2C2 upon study completion. SCC was assessed using the Cognitive Function Instrument. Regression analyses evaluated the association between SCC and adherence, satisfaction, and performance on M2C2, controlling for age, sex, depression, and loneliness. Linear-mixed effects models evaluated whether SCC predicted M2C2 subtest performance over the 8-day testing period, controlling for covariates. Results SCC was not associated with app satisfaction or protocol motivation, but it was significantly associated with lower rates of protocol adherence (ß=-.20, P=.37, 95% CI -.65 to -.02). Higher SCC endorsement significantly predicted worse overall episodic memory performance (ß=-.20, P=.02, 95% CI -.02 to -.01), but not working memory or processing speed. There was a main effect of SCC on working memory performance at day 1 (estimate=-1.05, SE=0.47, P=.03) and a significant interaction between SCC and working memory over the 8-day period (estimate=0.05, SE=0.02, P=.03), such that SCC was associated with initially worse, then progressively better working memory performance. Conclusions SCCs are associated with worse overall memory performance on mobile app assessments, patterns of cognitive inefficiency (variable working memory), and mildly diminished adherence across an 8-day assessment period. Findings suggest that mobile app assessments may be sensitive to subtle cognitive changes, with important implications for early detection and treatment for individuals at risk for dementia.
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Affiliation(s)
- Caroline O Nester
- Department of Psychiatry and Human Behavior, The Warren Alpert Medical School of Brown University, 222 Richmond St, Providence, RI, 02903, United States, 1 (401) 863-3330
| | - Alyssa N De Vito
- Department of Psychiatry and Human Behavior, The Warren Alpert Medical School of Brown University, 222 Richmond St, Providence, RI, 02903, United States, 1 (401) 863-3330
| | - Sarah Prieto
- Department of Psychiatry and Human Behavior, The Warren Alpert Medical School of Brown University, 222 Richmond St, Providence, RI, 02903, United States, 1 (401) 863-3330
| | - Zachary J Kunicki
- Department of Psychiatry and Human Behavior, The Warren Alpert Medical School of Brown University, 222 Richmond St, Providence, RI, 02903, United States, 1 (401) 863-3330
| | - Jennifer Strenger
- Department of Psychiatry and Human Behavior, The Warren Alpert Medical School of Brown University, 222 Richmond St, Providence, RI, 02903, United States, 1 (401) 863-3330
- Memory and Aging Program, Butler Hospital, Providence, RI, United States
| | - Karra D Harrington
- Center for Healthy Aging, Penn State University, University Park, PA, United States
| | - Nelson Roque
- Department of Psychology, University of Central Florida, Orlando, FL, United States
| | - Martin J Sliwinski
- Center for Healthy Aging, Penn State University, University Park, PA, United States
| | - Laura A Rabin
- Department of Psychology, Brooklyn College CUNY, Brooklyn, NY, United States
| | - Louisa I Thompson
- Department of Psychiatry and Human Behavior, The Warren Alpert Medical School of Brown University, 222 Richmond St, Providence, RI, 02903, United States, 1 (401) 863-3330
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Wei M, Yu X, Hu S, Hu W, Shi R, Wang M, Zhong J, Zhang Q, Zhang Y, Li C, Song Z, Jiang J, Han Y. Differences of longitudinal plasma biomarkers between single memory domain and multidomain subject cognitive decline: Evidence from SILCODE. J Alzheimers Dis 2025; 103:1060-1074. [PMID: 39791252 DOI: 10.1177/13872877241309105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2025]
Abstract
BACKGROUND Plasma biomarkers demonstrated potential in identifying amyloid pathology in early Alzheimer's disease. Different subtypes of subjective cognitive decline (SCD) may lead to different cognitive impairment conversion risks. OBJECTIVE To investigate the differences of plasma biomarkers in SCD subtypes individuals, which were unclear. METHODS The 347 individuals were involved, including 93 normal controls (NC), 76 single memory domain SCD (sd-SCD), 79 multidomain SCD (md-SCD), 55 mild cognitive impairment and 44 dementia. We investigated plasma biomarkers (Aβ42/40, p-tau181, p-tau217, NfL, and GFAP) and neuropsychological scales in the baseline and follow-up. The Kaplan-Meier survival analysis and Cox proportional hazards model were performed to investigate the risk of cognitive decline conversion. The t-test, Mann-Whitney U and multiple linear regression analysis were employed to evaluate the rate of change and correlation between PET-SUVR and plasma biomarker change. RESULTS In cognitively normal subjects, md-SCD exhibited lower Aβ42/40 and higher p-tau181 and p-tau217 levels. Kaplan-Meier survival analysis revealed that md-SCD group exhibited a higher risk of cognitive decline conversion compared to NC and sd-SCD. Within SCD subgroups, those with positive GFAP status showed higher conversion risk than negative. In the Cox model, the risk of conversion in the md-SCD group was 2.77 times higher than sd-SCD. The md-SCD group demonstrated a faster rate of Aβ42/40 decline than sd-SCD. CONCLUSIONS The study utilized plasma biomarkers to highlight the significance of staging in SCD. In cognitively normal subjects, md-SCD presents a higher risk of cognitive decline than sd-SCD, providing a valuable reference and convenient tool for early identification of individuals at risk for AD.
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Affiliation(s)
- Min Wei
- Department of Neurology, Xuanwu Hospital of Capital Medical University, Beijing, China
| | - Xianfeng Yu
- Department of Neurology, Xuanwu Hospital of Capital Medical University, Beijing, China
| | - Shimin Hu
- Department of Neurology, Xuanwu Hospital of Capital Medical University, Beijing, China
| | - Wenjing Hu
- Institute of Biomedical Engineering, School of Life Sciences, Shanghai University, Shanghai, China
| | - Rong Shi
- Institute of Biomedical Engineering, School of Life Sciences, Shanghai University, Shanghai, China
| | - Min Wang
- Institute of Biomedical Engineering, School of Life Sciences, Shanghai University, Shanghai, China
| | - Jiayi Zhong
- Institute of Biomedical Engineering, School of Life Sciences, Shanghai University, Shanghai, China
| | - Qi Zhang
- Institute of Biomedical Engineering, School of Life Sciences, Shanghai University, Shanghai, China
| | - Ying Zhang
- Institute of Biomedical Engineering, School of Life Sciences, Shanghai University, Shanghai, China
| | - Chenyang Li
- Institute of Biomedical Engineering, School of Life Sciences, Shanghai University, Shanghai, China
| | - Ziyan Song
- Institute of Biomedical Engineering, School of Life Sciences, Shanghai University, Shanghai, China
| | - Jiehui Jiang
- Institute of Biomedical Engineering, School of Life Sciences, Shanghai University, Shanghai, China
| | - Ying Han
- Department of Neurology, Xuanwu Hospital of Capital Medical University, Beijing, China
- State Key Laboratory of Digital Medical Engineering, Key Laboratory of Biomedical Engineering of Hainan Province, School of Biomedical Engineering, Hainan University, Hainan, China
- Institute of Biomedical Engineering, Shenzhen Bay Laboratory, Shenzhen, China
- National Clinical Research Center for Geriatric Diseases, Beijing, China
- The Central Hospital of Karamay, Xinjiang, China
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6
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Haag L, Lancini E, Yakupov R, Ziegler G, Yi YJ, Lüsebrink F, Glanz W, Peters O, Spruth EJ, Altenstein S, Priller J, Schneider LS, Wang X, Preis L, Brosseron F, Roy-Kluth N, Fliessbach K, Wagner M, Wolfsgruber S, Kleineidam L, Ramirez A, Spottke A, Jessen F, Wiltfang J, Schneider A, Hansen N, Rostamzadeh A, Buerger K, Ewers M, Perneczky R, Janowitz D, Rauchmann BS, Teipel S, Kilimann I, Goerss D, Laske C, Munk MH, Heneka M, Dechent P, Hetzer S, Scheffler K, Düzel E, Betts MJ, Hämmerer D. CSF biomarkers are differentially linked to brain areas high and low in noradrenaline, dopamine and serotonin across the Alzheimer's disease spectrum. Brain Commun 2025; 7:fcaf031. [PMID: 39926613 PMCID: PMC11806415 DOI: 10.1093/braincomms/fcaf031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 12/24/2024] [Accepted: 01/23/2025] [Indexed: 02/11/2025] Open
Abstract
Neurotransmitter systems of noradrenaline, dopamine, serotonin and acetylcholine are implicated in cognitive functions such as memory, learning and attention and are known to be altered in neurodegenerative diseases like Alzheimer's disease. Specific brain structures involved in these systems, e.g. the locus coeruleus, the main source of noradrenaline in the cortex, are in fact affected earliest by Alzheimer's disease tau pathology. Preserved volumetric neurotransmitter specific brain areas could therefore be an important neural resource for cognitive reserve in aging. The aim of this study was to determine whether volumes of brain areas known to be high in neurotransmitter receptors are relatively preserved in individuals with lower levels of Alzheimer's disease pathology. Based on the Human Protein Atlas for neurotransmitter receptor distribution, we distinguished between 'areas high and low' in noradrenaline, dopamine, serotonin and acetylcholine and assessed associations of atrophy in those areas with CSF amyloid-ß 42/40, CSF phosphorylated tau protein and cognitive function across healthy controls (n = 122), individuals with subjective cognitive decline (n = 156), mild cognitive impairment or mild Alzheimer's disease dementia (n = 126) using structural equation modelling. CSF pathology markers were inversely correlated and showed a stronger association with disease severity, suggesting distinguishable interrelatedness of these biomarkers depending on the stage of Alzheimer's disease dementia. Across groups, amyloid pathology was linked to atrophy in areas high as well as low in neurotransmitter receptor densities, while tau pathology did not show any significant link to brain area volumes for any of the neurotransmitters. Within disease severity groups, individuals with more amyloid pathology showed more atrophy only in 'areas high in noradrenaline', whereas for dopamine tau pathology was linked to higher volumes in areas low in receptor density possibly indicating compensatory mechanisms. Furthermore, individuals with more tau pathology showed a selective decrease in memory function while amyloid pathology was related to a decline in executive function and language capacity as well as memory function. In summary, our analyses highlight the benefits of investigating disease-relevant factors in Alzheimer's disease using a multivariate multigroup approach. Assessing multivariate dependencies in different disease stages and across individuals revealed selective links of pathologies, cognitive decline and atrophy in particular for areas modulated by noradrenaline, dopamine and serotonin.
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Affiliation(s)
- Lena Haag
- Institute of Cognitive Neurology and Dementia Research (IKND), 39120 Magdeburg, Germany
- German Center for Neurodegenerative Diseases (DZNE), 39120 Magdeburg, Germany
| | - Elisa Lancini
- Institute of Cognitive Neurology and Dementia Research (IKND), 39120 Magdeburg, Germany
- German Center for Neurodegenerative Diseases (DZNE), 39120 Magdeburg, Germany
| | - Renat Yakupov
- Institute of Cognitive Neurology and Dementia Research (IKND), 39120 Magdeburg, Germany
- German Center for Neurodegenerative Diseases (DZNE), 39120 Magdeburg, Germany
| | - Gabriel Ziegler
- Institute of Cognitive Neurology and Dementia Research (IKND), 39120 Magdeburg, Germany
- German Center for Neurodegenerative Diseases (DZNE), 39120 Magdeburg, Germany
| | - Yeo-Jin Yi
- Institute of Cognitive Neurology and Dementia Research (IKND), 39120 Magdeburg, Germany
- German Center for Neurodegenerative Diseases (DZNE), 39120 Magdeburg, Germany
| | - Falk Lüsebrink
- Institute of Cognitive Neurology and Dementia Research (IKND), 39120 Magdeburg, Germany
| | - Wenzel Glanz
- German Center for Neurodegenerative Diseases (DZNE), 39120 Magdeburg, Germany
| | - Oliver Peters
- German Center for Neurodegenerative Diseases (DZNE), 10117 Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité—Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt—Universität zu Berlin, 12200 Berlin, Germany
| | - Eike Jakob Spruth
- German Center for Neurodegenerative Diseases (DZNE), 10117 Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité, Humboldt University Berlin, 10117 Berlin, Germany
| | - Slawek Altenstein
- German Center for Neurodegenerative Diseases (DZNE), 10117 Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité, Humboldt University Berlin, 10117 Berlin, Germany
| | - Josef Priller
- German Center for Neurodegenerative Diseases (DZNE), 10117 Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité, Humboldt University Berlin, 10117 Berlin, Germany
- Department of Psychiatry and Psychotherapy, School of Medicine, Technical University of Munich, 81675 Munich, Germany
- UK Dementia Research Institute, University of Edinburgh, Edinburgh EH16 4SB, UK
| | - Luisa Sophie Schneider
- Department of Psychiatry and Psychotherapy, Charité—Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt—Universität zu Berlin, 12200 Berlin, Germany
| | - Xiao Wang
- Department of Psychiatry and Psychotherapy, Charité—Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt—Universität zu Berlin, 12200 Berlin, Germany
| | - Lukas Preis
- Department of Psychiatry and Psychotherapy, Charité—Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt—Universität zu Berlin, 12200 Berlin, Germany
| | - Frederic Brosseron
- German Center for Neurodegenerative Diseases (DZNE), Bonn, 53127 Bonn, Germany
| | - Nina Roy-Kluth
- German Center for Neurodegenerative Diseases (DZNE), Bonn, 53127 Bonn, Germany
| | - Klaus Fliessbach
- German Center for Neurodegenerative Diseases (DZNE), Bonn, 53127 Bonn, Germany
- Deptartment of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, 53127 Bonn, Germany
| | - Michael Wagner
- German Center for Neurodegenerative Diseases (DZNE), Bonn, 53127 Bonn, Germany
- Deptartment of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, 53127 Bonn, Germany
| | - Steffen Wolfsgruber
- German Center for Neurodegenerative Diseases (DZNE), Bonn, 53127 Bonn, Germany
- Deptartment of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, 53127 Bonn, Germany
| | - Luca Kleineidam
- German Center for Neurodegenerative Diseases (DZNE), Bonn, 53127 Bonn, Germany
- Deptartment of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, 53127 Bonn, Germany
| | - Alfredo Ramirez
- German Center for Neurodegenerative Diseases (DZNE), Bonn, 53127 Bonn, Germany
- Deptartment of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, 53127 Bonn, Germany
- Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), University of Cologne, 50931 Cologne, Germany
- Division of Neurogenetics and Molecular Psychiatry, Department of Psychiatry and Psychotherapy, Faculty of Medicine and University Hospital Cologne, University of Cologne, 50931 Cologne, Germany
- Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases, University of Texas Health Science Center, San Antonio, TX 78229, USA
| | - Annika Spottke
- German Center for Neurodegenerative Diseases (DZNE), Bonn, 53127 Bonn, Germany
- Department of Neurology, University of Bonn, 53127 Bonn, Germany
| | - Frank Jessen
- Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), University of Cologne, 50931 Cologne, Germany
- German Center for Neurodegenerative Diseases (DZNE), 37075 Goettingen, Germany
- Department of Psychiatry, University of Cologne, Medical Faculty, 50924 Cologne, Germany
| | - Jens Wiltfang
- German Center for Neurodegenerative Diseases (DZNE), 37075 Goettingen, Germany
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, 37075 Goettingen, Germany
- Neurosciences and Signaling Group, Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, 3810-198 Aveiro, Portugal
| | - Anja Schneider
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, 37075 Goettingen, Germany
| | - Niels Hansen
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, 37075 Goettingen, Germany
| | - Ayda Rostamzadeh
- Department of Psychiatry, University of Cologne, Medical Faculty, 50924 Cologne, Germany
| | - Katharina Buerger
- German Center for Neurodegenerative Diseases (DZNE), 81377 Munich, Germany
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, 81377 Munich, Germany
| | - Michael Ewers
- German Center for Neurodegenerative Diseases (DZNE), 81377 Munich, Germany
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, 81377 Munich, Germany
| | - Robert Perneczky
- German Center for Neurodegenerative Diseases (DZNE), 81377 Munich, Germany
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, 80336 Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), 81377 Munich, Germany
- Ageing Epidemiology Research Unit (AGE), School of Public Health, Imperial College London, London W12 0BZ, UK
| | - Daniel Janowitz
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, 81377 Munich, Germany
| | - Boris-Stephan Rauchmann
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, 80336 Munich, Germany
- Sheffield Institute for Translational Neuroscience (SITraN), University of Sheffield, Sheffield S10 2HQ, UK
- Department of Neuroradiology, University Hospital LMU, 81377 Munich, Germany
| | - Stefan Teipel
- German Center for Neurodegenerative Diseases (DZNE), 18147 Rostock, Germany
- Department of Psychosomatic Medicine, Rostock University Medical Center, 18147 Rostock, Germany
| | - Ingo Kilimann
- German Center for Neurodegenerative Diseases (DZNE), 18147 Rostock, Germany
- Department of Psychosomatic Medicine, Rostock University Medical Center, 18147 Rostock, Germany
| | - Doreen Goerss
- German Center for Neurodegenerative Diseases (DZNE), 18147 Rostock, Germany
- Department of Psychosomatic Medicine, Rostock University Medical Center, 18147 Rostock, Germany
| | - Christoph Laske
- German Center for Neurodegenerative Diseases (DZNE), 72076 Tübingen, Germany
- Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, 72076 Tübingen, Germany
| | - Matthias H Munk
- German Center for Neurodegenerative Diseases (DZNE), 72076 Tübingen, Germany
- Department of Psychiatry and Psychotherapy, University of Tübingen, 72076 Tübingen, Germany
| | - Michael Heneka
- Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, L-4367 Belvaux, Luxembourg
| | - Peter Dechent
- MR-Research in Neurosciences, Department of Cognitive Neurology, Georg-August-University Goettingen, 37075 Goettingen, Germany
| | - Stefan Hetzer
- Berlin Center for Advanced Neuroimaging, Charité—Universitätsmedizin Berlin, 10117 Berlin, Germany
| | - Klaus Scheffler
- Department for Biomedical Magnetic Resonance, University of Tübingen, 72076 Tübingen, Germany
| | - Emrah Düzel
- Institute of Cognitive Neurology and Dementia Research (IKND), 39120 Magdeburg, Germany
- German Center for Neurodegenerative Diseases (DZNE), 39120 Magdeburg, Germany
| | - Matthew J Betts
- Institute of Cognitive Neurology and Dementia Research (IKND), 39120 Magdeburg, Germany
- German Center for Neurodegenerative Diseases (DZNE), 39120 Magdeburg, Germany
- Center for Behavioral Brain Sciences, University of Magdeburg, 39120 Magdeburg, Germany
| | - Dorothea Hämmerer
- Institute of Cognitive Neurology and Dementia Research (IKND), 39120 Magdeburg, Germany
- German Center for Neurodegenerative Diseases (DZNE), 39120 Magdeburg, Germany
- Center for Behavioral Brain Sciences, University of Magdeburg, 39120 Magdeburg, Germany
- Department of Psychology, University of Innsbruck, 6020 Innsbruck, Austria
- Institute of Cognitive Neuroscience, University College London, London WC1E 6BT, UK
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7
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Liu KY, Betts MJ, Hämmerer D, Düzel E, Mather M, Roiser JP, Schneider A, Spottke A, Rostamzadeh A, Schott BH, Rauchmann BS, Laske C, Janowitz D, Spruth EJ, Ersözlü E, Lüsebrink F, Jessen F, Frommann I, Kilimann I, Wiltfang J, Brustkern J, Priller J, Hellman-Regen J, Buerger K, Fliessbach K, Scheffler K, Kleineidam L, Stark M, Ewers M, Wagner M, Peters O, Dechent P, Perneczky R, Sodenkamp S, Hetzer S, Teipel S, Glanz W, Howard R. Locus coeruleus signal intensity and emotion regulation in agitation in Alzheimer's disease. Brain Commun 2024; 7:fcae457. [PMID: 39801712 PMCID: PMC11724426 DOI: 10.1093/braincomms/fcae457] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2024] [Revised: 10/05/2024] [Accepted: 12/16/2024] [Indexed: 01/16/2025] Open
Abstract
Hyperphosphorylated tau accumulation is seen in the noradrenergic locus coeruleus from the earliest stages of Alzheimer's disease onwards and has been associated with symptoms of agitation. It is hypothesized that compensatory locus coeruleus-noradrenaline system overactivity and impaired emotion regulation could underlie agitation propensity, but to our knowledge this has not previously been investigated. A better understanding of the neurobiological underpinnings of agitation would help the development of targeted prevention and treatment strategies. Using a sample of individuals with amnestic mild cognitive impairment and probable mild Alzheimer's disease dementia from the German Center for Neurodegenerative Diseases (DZNE)-Longitudinal Cognitive Impairment and Dementia (DELCODE) study cohort (N = 309, aged 67-96 years, 51% female), we assessed cross-sectional relationships between a latent factor representing the functional integrity of an affect-related executive regulation network and agitation point prevalence and severity scores. In a subsample of individuals with locus coeruleus MRI imaging data (N = 37, aged 68-93 years, 49% female), we also investigated preliminary associations between locus coeruleus MRI contrast ratios (a measure of structural integrity, whole or divided into rostral, middle, and caudal thirds) and individual affect-related regulation network factor scores and agitation measures. Regression models controlled for effects of age and clinical disease severity and, for models including resting-state functional MRI connectivity variables, grey matter volume and education years. Agitation point prevalence showed a positive relationship with a latent factor representing the functional integrity (and a negative relationship with a corresponding structural measure) of the affect-related executive regulation network. Locus coeruleus MRI contrast ratios were positively associated with agitation severity (but only for the rostral third, in N = 13) and negatively associated with the functional affect-related executive regulation latent factor scores. Resting-state functional connectivity between a medial prefrontal cortex region and the left amygdala was related to locus coeruleus MRI contrast ratios. These findings implicate the involvement of locus coeruleus integrity and emotion dysregulation in agitation in Alzheimer's disease and support the presence of potential compensatory processes. At the neural level, there may be a dissociation between mechanisms underlying agitation risk per se and symptom severity. Further studies are needed to replicate and extend these findings, incorporating longitudinal designs, measures of autonomic function and non-linear modelling approaches to explore potential causal and context-dependent relationships across Alzheimer's disease stages.
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Affiliation(s)
- Kathy Y Liu
- Division of Psychiatry, University College London, London W1T 7NF, UK
| | - Matthew J Betts
- German Center for Neurodegenerative Diseases (DZNE), 39120 Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, 39120 Magdeburg, Germany
- CBBS Center for Behavioral Brain Sciences, 39106 Magdeburg, Germany
| | - Dorothea Hämmerer
- German Center for Neurodegenerative Diseases (DZNE), 39120 Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, 39120 Magdeburg, Germany
- CBBS Center for Behavioral Brain Sciences, 39106 Magdeburg, Germany
- Department of Psychology, University of Innsbruck, 6020 Innsbruck, Austria
- Institute of Cognitive Neuroscience, University College London, London WC1N 3AZ, UK
| | - Emrah Düzel
- German Center for Neurodegenerative Diseases (DZNE), 39120 Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, 39120 Magdeburg, Germany
- CBBS Center for Behavioral Brain Sciences, 39106 Magdeburg, Germany
| | - Mara Mather
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA 90089, USA
| | - Jonathan P Roiser
- Institute of Cognitive Neuroscience, University College London, London WC1N 3AZ, UK
| | - Anja Schneider
- German Center for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany
- Department for Cognitive Disorders and Old Age Psychiatry, University Hospital Bonn, 53127 Bonn, Germany
| | - Annika Spottke
- German Center for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany
- Department of Neurology, University of Bonn, 53127 Bonn, Germany
| | - Ayda Rostamzadeh
- Department of Psychiatry, University of Cologne, Medical Faculty, 50924 Cologne, Germany
| | - Björn H Schott
- CBBS Center for Behavioral Brain Sciences, 39106 Magdeburg, Germany
- German Center for Neurodegenerative Diseases (DZNE), 37075 Goettingen, Germany
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, 37075 Goettingen, Germany
- Department of Behavioral Neurology, Leibniz Institute for Neurobiology, 39118 Magdeburg, Germany
| | - Boris-Stephan Rauchmann
- Department of Psychiatry and Psychotherapy, University Hospital, 80336 Munich, Germany
- Sheffield Institute for Translational Neuroscience (SITraN), University of Sheffield, Sheffield S10 2HQ, UK
- Department of Neuroradiology, University Hospital LMU, 81377 Munich, Germany
| | - Christoph Laske
- German Center for Neurodegenerative Diseases (DZNE), 72076 Tübingen, Germany
- Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, 72076 Tübingen, Germany
| | - Daniel Janowitz
- Institute for Stroke and Dementia Research (ISD), University Hospital, 81377 Munich, Germany
| | - Eike J Spruth
- German Center for Neurodegenerative Diseases (DZNE), 10117 Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité, 10117 Berlin, Germany
| | - Ersin Ersözlü
- German Center for Neurodegenerative Diseases (DZNE), 10117 Berlin, Germany
- Charité—Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin-Institute of Psychiatry and Psychotherapy, 10117 Berlin, Germany
| | - Falk Lüsebrink
- German Center for Neurodegenerative Diseases (DZNE), 39120 Magdeburg, Germany
| | - Frank Jessen
- German Center for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany
- Department of Neurology, University of Bonn, 53127 Bonn, Germany
- Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), University of Cologne, 50931 Köln, Germany
| | - Ingo Frommann
- German Center for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany
- Department for Cognitive Disorders and Old Age Psychiatry, University Hospital Bonn, 53127 Bonn, Germany
| | - Ingo Kilimann
- German Center for Neurodegenerative Diseases (DZNE), 18147 Rostock, Germany
- Department of Psychosomatic Medicine, Rostock University Medical Center, 18147 Rostock, Germany
| | - Jens Wiltfang
- German Center for Neurodegenerative Diseases (DZNE), 37075 Goettingen, Germany
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, 37075 Goettingen, Germany
- Neurosciences and Signaling Group, Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, 3810-193 Aveiro, Portugal
| | - Johanna Brustkern
- German Center for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany
| | - Josef Priller
- German Center for Neurodegenerative Diseases (DZNE), 10117 Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité, 10117 Berlin, Germany
- Department of Psychiatry and Psychotherapy, School of Medicine, Technical University of Munich, 81675 Munich, Germany
- University of Edinburgh and UK DRI, Edinburgh EH16 4SB, UK
| | - Julian Hellman-Regen
- German Center for Neurodegenerative Diseases (DZNE), 10117 Berlin, Germany
- Department of Psychiatry and Neurosciences, Charité Universitätsmedizin Berlin, 12203 Berlin, Germany
- German Center for Mental Health (DZPG), partner site Berlin, 10117 Berlin, Germany
| | - Katharina Buerger
- Institute for Stroke and Dementia Research (ISD), University Hospital, 81377 Munich, Germany
- German Center for Neurodegenerative Diseases (DZNE, Munich), 81377 Munich, Germany
| | - Klaus Fliessbach
- German Center for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany
- Department for Cognitive Disorders and Old Age Psychiatry, University Hospital Bonn, 53127 Bonn, Germany
| | - Klaus Scheffler
- Department for Biomedical Magnetic Resonance, University of Tübingen, 72076 Tübingen, Germany
| | - Luca Kleineidam
- German Center for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany
- Department for Cognitive Disorders and Old Age Psychiatry, University Hospital Bonn, 53127 Bonn, Germany
| | - Melina Stark
- German Center for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany
- Department for Cognitive Disorders and Old Age Psychiatry, University Hospital Bonn, 53127 Bonn, Germany
| | - Michael Ewers
- German Center for Neurodegenerative Diseases (DZNE, Munich), 81377 Munich, Germany
| | - Michael Wagner
- German Center for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany
- Department for Cognitive Disorders and Old Age Psychiatry, University Hospital Bonn, 53127 Bonn, Germany
| | - Oliver Peters
- German Center for Neurodegenerative Diseases (DZNE), 10117 Berlin, Germany
- Charité—Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin-Institute of Psychiatry and Psychotherapy, 10117 Berlin, Germany
| | - Peter Dechent
- MR-Research in Neurosciences, Department of Cognitive Neurology, Georg-August-University Goettingen, 37075 Goettingen, Germany
| | - Robert Perneczky
- Department of Psychiatry and Psychotherapy, University Hospital, 80336 Munich, Germany
- German Center for Neurodegenerative Diseases (DZNE, Munich), 81377 Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy) Munich, 81377 Munich, Germany
- Ageing Epidemiology Research Unit (AGE), School of Public Health, Imperial College London, London W6 8RP, UK
| | - Sebastian Sodenkamp
- German Center for Neurodegenerative Diseases (DZNE), 72076 Tübingen, Germany
- Department of Psychiatry and Psychotherapy, University of Tübingen, 72076 Tübingen, Germany
| | - Stefan Hetzer
- Berlin Center for Advanced Neuroimaging, Charité—Universitätsmedizin Berlin, 10117 Berlin, Germany
| | - Stefan Teipel
- German Center for Neurodegenerative Diseases (DZNE), 18147 Rostock, Germany
- Department of Psychosomatic Medicine, Rostock University Medical Center, 18147 Rostock, Germany
| | - Wenzel Glanz
- German Center for Neurodegenerative Diseases (DZNE), 39120 Magdeburg, Germany
| | - Robert Howard
- Division of Psychiatry, University College London, London W1T 7NF, UK
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8
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Vockert N, Machts J, Kleineidam L, Nemali A, Incesoy EI, Bernal J, Schütze H, Yakupov R, Peters O, Gref D, Schneider LS, Preis L, Priller J, Spruth EJ, Altenstein S, Schneider A, Fliessbach K, Wiltfang J, Rostamzadeh A, Glanz W, Teipel S, Kilimann I, Goerss D, Laske C, Munk MH, Spottke A, Roy N, Heneka MT, Brosseron F, Wagner M, Wolfsgruber S, Dobisch L, Dechent P, Hetzer S, Scheffler K, Zeidman P, Stern Y, Schott BH, Jessen F, Düzel E, Maass A, Ziegler G. Cognitive reserve against Alzheimer's pathology is linked to brain activity during memory formation. Nat Commun 2024; 15:9815. [PMID: 39537609 PMCID: PMC11561234 DOI: 10.1038/s41467-024-53360-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Accepted: 10/02/2024] [Indexed: 11/16/2024] Open
Abstract
The cognitive reserve (CR) hypothesis posits that individuals can differ in how their brain function is disrupted by pathology associated with aging and neurodegeneration. Here, we test this hypothesis in the continuum from cognitively normal to at-risk stages for Alzheimer's Disease (AD) to AD dementia using longitudinal data from 490 participants of the DELCODE multicentric observational study. Brain function is measured using task fMRI of visual memory encoding. Using a multivariate moderation analysis, we identify a CR-related activity pattern underlying successful memory encoding that moderates the detrimental effect of AD pathological load on cognitive performance. CR is mainly represented by a more pronounced expression of the task-active network encompassing deactivation of the default mode network (DMN) and activation of inferior temporal regions including the fusiform gyrus. We devise personalized fMRI-based CR scores that moderate the impact of AD pathology on cognitive performance and are positively associated with years of education. Furthermore, higher CR scores attenuate the effect of AD pathology on cognitive decline over time. Our findings primarily provide evidence for the maintenance of core cognitive circuits including the DMN as the neural basis of CR. Individual brain activity levels of these areas during memory encoding have prognostic value for future cognitive decline.
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Affiliation(s)
- Niklas Vockert
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.
| | - Judith Machts
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Magdeburg, Germany
| | - Luca Kleineidam
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- University of Bonn Medical Center, Department of Neurodegenerative Diseases and Geriatric Psychiatry, Bonn, Germany
| | - Aditya Nemali
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Magdeburg, Germany
| | - Enise I Incesoy
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Magdeburg, Germany
- Department for Psychiatry and Psychotherapy, University Clinic Magdeburg, Magdeburg, Germany
| | - Jose Bernal
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Magdeburg, Germany
| | - Hartmut Schütze
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Magdeburg, Germany
| | - Renat Yakupov
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Magdeburg, Germany
| | - Oliver Peters
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany
- Charité - Universitaetsmedizin Berlin, corporate member of Freie Universitaet Berlin and Humboldt-Universitaet zu Berlin, Institute of Psychiatry and Psychotherapy, Berlin, Germany
| | - Daria Gref
- Charité - Universitaetsmedizin Berlin, corporate member of Freie Universitaet Berlin and Humboldt-Universitaet zu Berlin, Institute of Psychiatry and Psychotherapy, Berlin, Germany
| | - Luisa Sophie Schneider
- Charité - Universitaetsmedizin Berlin, corporate member of Freie Universitaet Berlin and Humboldt-Universitaet zu Berlin, ECRC Experimental and Clinical Research Center, Berlin, Germany
| | - Lukas Preis
- Charité - Universitaetsmedizin Berlin, corporate member of Freie Universitaet Berlin and Humboldt-Universitaet zu Berlin, Institute of Psychiatry and Psychotherapy, Berlin, Germany
| | - Josef Priller
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité Berlin, Germany
- School of Medicine, Technical University of Munich, Department of Psychiatry and Psychotherapy, Munich, Germany
- University of Edinburgh and UK DRI, Edinburgh, UK
| | - Eike Jakob Spruth
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité Berlin, Germany
| | - Slawek Altenstein
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité Berlin, Germany
| | - Anja Schneider
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- University of Bonn Medical Center, Department of Neurodegenerative Diseases and Geriatric Psychiatry, Bonn, Germany
| | - Klaus Fliessbach
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- University of Bonn Medical Center, Department of Neurodegenerative Diseases and Geriatric Psychiatry, Bonn, Germany
| | - Jens Wiltfang
- German Center for Neurodegenerative Diseases (DZNE), Goettingen, Germany
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Goettingen, Germany
- Neurosciences and Signaling Group, Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Aveiro, Portugal
| | - Ayda Rostamzadeh
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Wenzel Glanz
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - Stefan Teipel
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany
- Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany
| | - Ingo Kilimann
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany
- Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany
| | - Doreen Goerss
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany
- Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany
| | - Christoph Laske
- German Center for Neurodegenerative Diseases (DZNE), Tuebingen, Germany
- Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tuebingen, Tuebingen, Germany
| | - Matthias H Munk
- German Center for Neurodegenerative Diseases (DZNE), Tuebingen, Germany
- Department of Psychiatry and Psychotherapy, University of Tuebingen, Tuebingen, Germany
| | - Annika Spottke
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Department of Neurology, University of Bonn, Bonn, Germany
| | - Nina Roy
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Michael T Heneka
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, Luxembourg, Luxembourg
| | | | - Michael Wagner
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- University of Bonn Medical Center, Department of Neurodegenerative Diseases and Geriatric Psychiatry, Bonn, Germany
| | - Steffen Wolfsgruber
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- University of Bonn Medical Center, Department of Neurodegenerative Diseases and Geriatric Psychiatry, Bonn, Germany
| | - Laura Dobisch
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - Peter Dechent
- MR-Research in Neurosciences, Department of Cognitive Neurology, Georg-August-University Goettingen, Goettingen, Germany
| | - Stefan Hetzer
- Berlin Center for Advanced Neuroimaging, Charité - Universitaetsmedizin Berlin, Berlin, Germany
| | - Klaus Scheffler
- Department for Biomedical Magnetic Resonance, University of Tuebingen, Tuebingen, Germany
| | - Peter Zeidman
- Wellcome Centre for Human Neuroimaging, UCL Institute of Neurology, London, UK
| | - Yaakov Stern
- Cognitive Neuroscience Division, Department of Neurology, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA
| | - Björn H Schott
- German Center for Neurodegenerative Diseases (DZNE), Goettingen, Germany
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Goettingen, Germany
- Leibniz Institute for Neurobiology, Magdeburg, Germany
| | - Frank Jessen
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Department of Psychiatry, University of Cologne, Koeln, Germany
- Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), University of Cologne, Koeln, Germany
| | - Emrah Düzel
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Magdeburg, Germany
| | - Anne Maass
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.
| | - Gabriel Ziegler
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.
- Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Magdeburg, Germany.
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9
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Soch J, Richter A, Kizilirmak JM, Schütze H, Ziegler G, Altenstein S, Brosseron F, Dechent P, Fliessbach K, Freiesleben SD, Glanz W, Gref D, Heneka MT, Hetzer S, Incesoy EI, Kilimann I, Kimmich O, Kleineidam L, Kuhn E, Laske C, Lohse A, Lüsebrink F, Munk MH, Peters O, Preis L, Priller J, Ramirez A, Roeske S, Rostamzadeh A, Roy-Kluth N, Scheffler K, Schmid M, Schneider A, Spottke A, Spruth EJ, Teipel S, Wiltfang J, Jessen F, Wagner M, Düzel E, Schott BH. Single-value brain activity scores reflect both severity and risk across the Alzheimer's continuum. Brain 2024; 147:3789-3803. [PMID: 38743817 PMCID: PMC11531847 DOI: 10.1093/brain/awae149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Revised: 02/22/2024] [Accepted: 04/06/2024] [Indexed: 05/16/2024] Open
Abstract
Single-value scores reflecting the deviation from (FADE score) or similarity with (SAME score) prototypical novelty-related and memory-related functional MRI activation patterns in young adults have been proposed as imaging biomarkers of healthy neurocognitive ageing. Here, we tested the utility of these scores as potential diagnostic and prognostic markers in Alzheimer's disease (AD) and risk states like mild cognitive impairment (MCI) or subjective cognitive decline (SCD). To this end, we analysed subsequent memory functional MRI data from individuals with SCD, MCI and AD dementia as well as healthy controls and first-degree relatives of AD dementia patients (AD-rel) who participated in the multi-centre DELCODE study (n = 468). Based on the individual participants' whole-brain functional MRI novelty and subsequent memory responses, we calculated the FADE and SAME scores and assessed their association with AD risk stage, neuropsychological test scores, CSF amyloid positivity and APOE genotype. Memory-based FADE and SAME scores showed a considerably larger deviation from a reference sample of young adults in the MCI and AD dementia groups compared to healthy controls, SCD and AD-rel. In addition, novelty-based scores significantly differed between the MCI and AD dementia groups. Across the entire sample, single-value scores correlated with neuropsychological test performance. The novelty-based SAME score further differed between Aβ-positive and Aβ-negative individuals in SCD and AD-rel, and between ApoE ɛ4 carriers and non-carriers in AD-rel. Hence, FADE and SAME scores are associated with both cognitive performance and individual risk factors for AD. Their potential utility as diagnostic and prognostic biomarkers warrants further exploration, particularly in individuals with SCD and healthy relatives of AD dementia patients.
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Affiliation(s)
- Joram Soch
- German Center for Neurodegenerative Diseases (DZNE), 37075 Göttingen, Germany
- Bernstein Center for Computational Neuroscience (BCCN), 10117 Berlin, Germany
- Research Group Learning in Early Childhood, Max Planck Institute for Human Cognitive and Brain Sciences (MPI CBS), 04103 Leipzig, Germany
| | - Anni Richter
- Department of Behavioral Neurology, Leibniz Institute for Neurobiology (LIN), 39118 Magdeburg, Germany
- German Center for Mental Health (DZPG), partner site Halle-Jena-Magdeburg, 39120 Magdeburg, Germany
- Center for Intervention and Research on adaptive and maladaptive brain Circuits underlying mental health (C-I-R-C), Halle-Jena-Magdeburg, 39120 Magdeburg, Germany
| | - Jasmin M Kizilirmak
- German Center for Neurodegenerative Diseases (DZNE), 37075 Göttingen, Germany
- Research Area Educational Careers and Graduate Employment, German Center for Higher Education Research and Science Studies (DZHW), 30159 Hannover, Germany
| | - Hartmut Schütze
- German Center for Neurodegenerative Diseases (DZNE), 39120 Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research (IKND), Otto von Guericke University, 39120 Magdeburg, Germany
| | - Gabriel Ziegler
- German Center for Neurodegenerative Diseases (DZNE), 39120 Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research (IKND), Otto von Guericke University, 39120 Magdeburg, Germany
| | - Slawek Altenstein
- German Center for Neurodegenerative Diseases (DZNE), 10117 Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité—Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, 10117 Berlin, Germany
| | - Frederic Brosseron
- German Center for Neurodegenerative Diseases (DZNE), Bonn, 53127 Bonn, Germany
| | - Peter Dechent
- MR-Research in Neurosciences, Department of Cognitive Neurology, Georg August University, 37075 Göttingen, Germany
| | - Klaus Fliessbach
- German Center for Neurodegenerative Diseases (DZNE), Bonn, 53127 Bonn, Germany
- Department of Neurodegenerative Disease and Geriatric Psychiatry, University of Bonn Medical Center, 53127 Bonn, Germany
| | - Silka Dawn Freiesleben
- German Center for Neurodegenerative Diseases (DZNE), 10117 Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité—Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, 10117 Berlin, Germany
| | - Wenzel Glanz
- German Center for Neurodegenerative Diseases (DZNE), 39120 Magdeburg, Germany
| | - Daria Gref
- Department of Psychiatry and Psychotherapy, Charité—Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, 10117 Berlin, Germany
| | - Michael T Heneka
- Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, 4367 Belvaux, Luxembourg
| | - Stefan Hetzer
- Berlin Center for Advanced Neuroimaging, Charité—Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, 10117 Berlin, Germany
| | - Enise I Incesoy
- German Center for Neurodegenerative Diseases (DZNE), 39120 Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research (IKND), Otto von Guericke University, 39120 Magdeburg, Germany
- Department for Psychiatry and Psychotherapy, University Clinic Magdeburg, 39120 Magdeburg, Germany
| | - Ingo Kilimann
- German Center for Neurodegenerative Diseases (DZNE), 18147 Rostock, Germany
- Department of Psychosomatic Medicine, Rostock University Medical Center, 18147 Rostock, Germany
| | - Okka Kimmich
- German Center for Neurodegenerative Diseases (DZNE), Bonn, 53127 Bonn, Germany
| | - Luca Kleineidam
- German Center for Neurodegenerative Diseases (DZNE), Bonn, 53127 Bonn, Germany
- Department of Neurodegenerative Disease and Geriatric Psychiatry, University of Bonn Medical Center, 53127 Bonn, Germany
| | - Elizabeth Kuhn
- German Center for Neurodegenerative Diseases (DZNE), Bonn, 53127 Bonn, Germany
| | - Christoph Laske
- German Center for Neurodegenerative Diseases (DZNE), 72076 Tübingen, Germany
- Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, 72076 Tübingen, Germany
| | - Andrea Lohse
- Department of Psychiatry and Psychotherapy, Charité—Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, 10117 Berlin, Germany
| | - Falk Lüsebrink
- German Center for Neurodegenerative Diseases (DZNE), 39120 Magdeburg, Germany
| | - Matthias H Munk
- German Center for Neurodegenerative Diseases (DZNE), 72076 Tübingen, Germany
- Department of Psychiatry and Psychotherapy, University of Tübingen, 72076 Tübingen, Germany
| | - Oliver Peters
- German Center for Neurodegenerative Diseases (DZNE), 10117 Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité—Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, 10117 Berlin, Germany
| | - Lukas Preis
- Department of Psychiatry and Psychotherapy, Charité—Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, 10117 Berlin, Germany
| | - Josef Priller
- German Center for Neurodegenerative Diseases (DZNE), 10117 Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité—Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, 10117 Berlin, Germany
- School of Medicine, Department of Psychiatry and Psychotherapy, Technical University of Munich, 81675 Munich, Germany
- Centre for Clinical Brain Sciences, University of Edinburgh and UK DRI, Edinburgh EH16 4SB, UK
| | - Alfredo Ramirez
- German Center for Neurodegenerative Diseases (DZNE), Bonn, 53127 Bonn, Germany
- Department of Neurodegenerative Disease and Geriatric Psychiatry, University of Bonn Medical Center, 53127 Bonn, Germany
- Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), University of Cologne, 50931 Köln, Germany
- Division of Neurogenetics and Molecular Psychiatry, Department of Psychiatry and Psychotherapy, Faculty of Medicine and University Hospital Cologne, University of Cologne, 50924 Cologne, Germany
- Department of Psychiatry and Glenn Biggs Institute for Alzheimer’s and Neurodegenerative Diseases, UT Health San Antonio, San Antonio, TX 78229, USA
| | - Sandra Roeske
- German Center for Neurodegenerative Diseases (DZNE), Bonn, 53127 Bonn, Germany
| | - Ayda Rostamzadeh
- Medical Faculty, Department of Psychiatry, University of Cologne, 50924 Cologne, Germany
| | - Nina Roy-Kluth
- German Center for Neurodegenerative Diseases (DZNE), Bonn, 53127 Bonn, Germany
| | - Klaus Scheffler
- Department for Biomedical Magnetic Resonance, University of Tübingen, 72076 Tübingen, Germany
| | - Matthias Schmid
- German Center for Neurodegenerative Diseases (DZNE), Bonn, 53127 Bonn, Germany
- Institute for Medical Biometry, University Hospital Bonn, 53127 Bonn, Germany
| | - Anja Schneider
- German Center for Neurodegenerative Diseases (DZNE), Bonn, 53127 Bonn, Germany
- Department of Neurodegenerative Disease and Geriatric Psychiatry, University of Bonn Medical Center, 53127 Bonn, Germany
| | - Annika Spottke
- German Center for Neurodegenerative Diseases (DZNE), Bonn, 53127 Bonn, Germany
- Department of Neurology, University of Bonn, 53127 Bonn, Germany
| | - Eike Jakob Spruth
- German Center for Neurodegenerative Diseases (DZNE), 10117 Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité—Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, 10117 Berlin, Germany
| | - Stefan Teipel
- German Center for Neurodegenerative Diseases (DZNE), 18147 Rostock, Germany
- Department of Psychosomatic Medicine, Rostock University Medical Center, 18147 Rostock, Germany
| | - Jens Wiltfang
- German Center for Neurodegenerative Diseases (DZNE), 37075 Göttingen, Germany
- Department of Psychiatry and Psychotherapy, University Medical Center, 37075 Göttingen, Germany
- Neurosciences and Signaling Group, Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, 3810-193 Aveiro, Portugal
| | - Frank Jessen
- German Center for Neurodegenerative Diseases (DZNE), Bonn, 53127 Bonn, Germany
- Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), University of Cologne, 50931 Köln, Germany
- Medical Faculty, Department of Psychiatry, University of Cologne, 50924 Cologne, Germany
| | - Michael Wagner
- German Center for Neurodegenerative Diseases (DZNE), Bonn, 53127 Bonn, Germany
- Department of Neurodegenerative Disease and Geriatric Psychiatry, University of Bonn Medical Center, 53127 Bonn, Germany
| | - Emrah Düzel
- German Center for Neurodegenerative Diseases (DZNE), 39120 Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research (IKND), Otto von Guericke University, 39120 Magdeburg, Germany
- Center for Behavioral Brain Sciences (CBBS), 39106 Magdeburg, Germany
| | - Björn H Schott
- German Center for Neurodegenerative Diseases (DZNE), 37075 Göttingen, Germany
- Department of Behavioral Neurology, Leibniz Institute for Neurobiology (LIN), 39118 Magdeburg, Germany
- Department of Psychiatry and Psychotherapy, University Medical Center, 37075 Göttingen, Germany
- Center for Behavioral Brain Sciences (CBBS), 39106 Magdeburg, Germany
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10
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Vogelgsang J, Hansen N, Stark M, Wagner M, Klafki H, Morgado BM, Jahn‐Brodmann A, Schott B, Esselmann H, Bauer C, Schuchhardt J, Kleineidam L, Wolfsgruber S, Peters O, Schneider L, Wang X, Menne F, Priller J, Spruth E, Altenstein S, Lohse A, Schneider A, Fliessbach K, Vogt I, Bartels C, Jessen F, Rostamzadeh A, Duezel E, Glanz W, Incesoy E, Butryn M, Buerger K, Janowitz D, Ewers M, Perneczky R, Rauchmann B, Guersel S, Teipel S, Kilimann I, Goerss D, Laske C, Munk M, Sanzenbacher C, Spottke A, Roy‐Kluth N, Heneka M, Brosseron F, Ramierez A, Schmid M, Wiltfang J. Plasma amyloid beta X-42/X-40 ratio and cognitive decline in suspected early and preclinical Alzheimer's disease. Alzheimers Dement 2024; 20:5132-5142. [PMID: 38940303 PMCID: PMC11350048 DOI: 10.1002/alz.13909] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Revised: 03/30/2024] [Accepted: 04/02/2024] [Indexed: 06/29/2024]
Abstract
INTRODUCTION Blood-based biomarkers are a cost-effective and minimally invasive method for diagnosing the early and preclinical stages of amyloid positivity (AP). Our study aims to investigate our novel immunoprecipitation-immunoassay (IP-IA) as a test for predicting cognitive decline. METHODS We measured levels of amyloid beta (Aβ)X-40 and AβX-42 in immunoprecipitated eluates from the DELCODE cohort. Receiver-operating characteristic (ROC) curves, regression analyses, and Cox proportional hazard regression models were constructed to predict AP by Aβ42/40 classification in cerebrospinal fluid (CSF) and conversion to mild cognitive impairment (MCI) or dementia. RESULTS We detected a significant correlation between AßX-42/X-40 in plasma and CSF (r = 0.473). Mixed-modeling analysis revealed a substantial prediction of AßX-42/X-40 with an area under the curve (AUC) of 0.81 for AP (sensitivity: 0.79, specificity: 0.74, positive predictive value [PPV]: 0.71, negative predictive value [NPV]: 0.81). In addition, lower AβX-42/X-40 ratios were associated with negative PACC5 slopes, suggesting cognitive decline. DISCUSSION Our results suggest that assessing the plasma AβX-42/X-40 ratio via our semiautomated IP-IA is a promising biomarker when examining patients with early or preclinical AD. HIGHLIGHTS New plasma Aβ42/Aβ40 measurement using immunoprecipitation-immunoassay Plasma Aβ42/Aβ40 associated with longitudinal cognitive decline Promising biomarker to detect subjective cognitive decline at-risk for brain amyloid positivity.
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Affiliation(s)
- Jonathan Vogelgsang
- Department of PsychiatryMcLean Hospital, Harvard Medical SchoolBelmontMassachusettsUSA
| | - Niels Hansen
- Department of Psychiatry and PsychotherapyUniversity Medical Center GoettingenGoettingenGermany
| | - Melina Stark
- German Center for Neurodegenerative Disorders (DZNE)BonnGermany
- Department of Neurodegenerative Diseases and Geriatric PsychiatryUniversity of Bonn Medical CenterBonnGermany
| | - Michael Wagner
- German Center for Neurodegenerative Disorders (DZNE)BonnGermany
- Department of Neurodegenerative Diseases and Geriatric PsychiatryUniversity of Bonn Medical CenterBonnGermany
| | - Hans Klafki
- Department of Psychiatry and PsychotherapyUniversity Medical Center GoettingenGoettingenGermany
| | - Barbara Marcos Morgado
- Department of Psychiatry and PsychotherapyUniversity Medical Center GoettingenGoettingenGermany
| | - Anke Jahn‐Brodmann
- Department of Psychiatry and PsychotherapyUniversity Medical Center GoettingenGoettingenGermany
| | - Björn Schott
- Department of Psychiatry and PsychotherapyUniversity Medical Center GoettingenGoettingenGermany
| | - Hermann Esselmann
- Department of Psychiatry and PsychotherapyUniversity Medical Center GoettingenGoettingenGermany
| | | | | | - Luca Kleineidam
- German Center for Neurodegenerative Disorders (DZNE)BonnGermany
- Department of Neurodegenerative Diseases and Geriatric PsychiatryUniversity of Bonn Medical CenterBonnGermany
| | - Steffen Wolfsgruber
- German Center for Neurodegenerative Disorders (DZNE)BonnGermany
- Department of Neurodegenerative Diseases and Geriatric PsychiatryUniversity of Bonn Medical CenterBonnGermany
| | - Oliver Peters
- German Center for Neurodegenerative Diseases (DZNE)BerlinGermany
- Department of Psychiatry and PsychotherapyCharité – Universitätsmedizin BerlinBerlinGermany
| | - Luisa‐Sophie Schneider
- Department of Psychiatry and PsychotherapyCharité – Universitätsmedizin BerlinBerlinGermany
| | - Xiao Wang
- Department of Psychiatry and PsychotherapyCharité – Universitätsmedizin BerlinBerlinGermany
| | - Felix Menne
- German Center for Neurodegenerative Diseases (DZNE)BerlinGermany
- Predemtec AG, Rudower Chausee 29BerlinGermany
| | - Josef Priller
- German Center for Neurodegenerative Diseases (DZNE)BerlinGermany
- Department of Psychiatry and PsychotherapyCharité – Universitätsmedizin BerlinBerlinGermany
- School of MedicineDepartment of Psychiatry and PsychotherapyTechnical University of MunichMunichGermany
- University of Edinburgh and UK DRIEdinburghUK
| | - Eike Spruth
- German Center for Neurodegenerative Diseases (DZNE)BerlinGermany
- Department of Psychiatry and PsychotherapyCharité – Universitätsmedizin BerlinBerlinGermany
| | - Slawek Altenstein
- German Center for Neurodegenerative Diseases (DZNE)BerlinGermany
- Department of Psychiatry and PsychotherapyCharité – Universitätsmedizin BerlinBerlinGermany
| | - Andrea Lohse
- Department of Psychiatry and PsychotherapyCharité – Universitätsmedizin BerlinBerlinGermany
| | - Anja Schneider
- German Center for Neurodegenerative Disorders (DZNE)BonnGermany
- Department of Neurodegenerative Diseases and Geriatric PsychiatryUniversity of Bonn Medical CenterBonnGermany
| | - Klaus Fliessbach
- German Center for Neurodegenerative Disorders (DZNE)BonnGermany
- Department of Neurodegenerative Diseases and Geriatric PsychiatryUniversity of Bonn Medical CenterBonnGermany
| | - Ina Vogt
- German Center for Neurodegenerative Disorders (DZNE)BonnGermany
| | - Claudia Bartels
- Department of Psychiatry and PsychotherapyUniversity Medical Center GoettingenGoettingenGermany
| | - Frank Jessen
- German Center for Neurodegenerative Disorders (DZNE)BonnGermany
- Department of PsychiatryUniversity of Cologne, Medical FacultyCologneGermany
- Excellence Cluster on Cellular Stress Response in Aging‐Associated Diseases (CECAD), University of CologneCologneGermany
| | - Ayda Rostamzadeh
- Department of PsychiatryUniversity of Cologne, Medical FacultyCologneGermany
| | - Emrah Duezel
- German Center for Neurodegenerative Diseases (DZNE)MagdeburgGermany
- Institute of Cognitive Neurology and Dementia Research (IKND)Otto‐von‐Guericke UniversityMagdeburgGermany
| | - Wenzel Glanz
- German Center for Neurodegenerative Diseases (DZNE)MagdeburgGermany
| | - Enise Incesoy
- German Center for Neurodegenerative Diseases (DZNE)MagdeburgGermany
- Institute of Cognitive Neurology and Dementia Research (IKND)Otto‐von‐Guericke UniversityMagdeburgGermany
- Department for Psychiatry and PsychotherapyUniversity Clinic MagdeburgMagdeburgGermany
| | - Michaela Butryn
- German Center for Neurodegenerative Diseases (DZNE)MagdeburgGermany
| | - Katharina Buerger
- German Center for Neurodegenerative Diseases (DZNE, Munich)MunichGermany
- Institute for Stroke and Dementia Research (ISD)University Hospital, LMU MunichMunichGermany
| | - Daniel Janowitz
- Institute for Stroke and Dementia Research (ISD)University Hospital, LMU MunichMunichGermany
| | - Michael Ewers
- German Center for Neurodegenerative Diseases (DZNE, Munich)MunichGermany
- Institute for Stroke and Dementia Research (ISD)University Hospital, LMU MunichMunichGermany
| | - Robert Perneczky
- German Center for Neurodegenerative Diseases (DZNE, Munich)MunichGermany
- Department of Psychiatry and PsychotherapyUniversity Hospital, LMU MunichMunichGermany
- Munich Cluster for Systems Neurology (SyNergy) MunichMunichGermany
- Ageing Epidemiology Research Unit (AGE), School of Public Health, Imperial College London, South KensingtonLondonUK
| | - Boris Rauchmann
- Department of Psychiatry and PsychotherapyUniversity Hospital, LMU MunichMunichGermany
- Sheffield Institute for Translational Neuroscience (SITraN)University of Sheffield, BroomhallSheffieldUK
- Department of NeuroradiologyUniversity Hospital LMUMarchioninistrasseeMunichGermany
| | - Selim Guersel
- Department of Psychiatry and PsychotherapyUniversity Hospital, LMU MunichMunichGermany
| | - Stefan Teipel
- German Center for Neurodegenerative Diseases (DZNE)RostockGermany
- Department of Psychosomatic MedicineRostock University Medical CenterRostockGermany
| | - Ingo Kilimann
- German Center for Neurodegenerative Diseases (DZNE)RostockGermany
- Department of Psychosomatic MedicineRostock University Medical CenterRostockGermany
| | - Doreen Goerss
- German Center for Neurodegenerative Diseases (DZNE)RostockGermany
- Department of Psychosomatic MedicineRostock University Medical CenterRostockGermany
| | - Christoph Laske
- German Center for Neurodegenerative Diseases (DZNE)TuebingenGermany
- Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and PsychotherapyUniversity of TuebingenTuebingenGermany
| | - Matthias Munk
- German Center for Neurodegenerative Diseases (DZNE)TuebingenGermany
- Department of Psychiatry and PsychotherapyUniversity of TuebingenTuebingenGermany
| | | | - Annika Spottke
- German Center for Neurodegenerative Disorders (DZNE)BonnGermany
- Department of NeurologyUniversity of BonnBonnGermany
| | - Nina Roy‐Kluth
- German Center for Neurodegenerative Disorders (DZNE)BonnGermany
| | - Michael Heneka
- Luxembourg Centre for Systems Biomedicine (LCSB)University of LuxembourgEsch‐Belval Esch‐sur‐AlzetteLuxembourg
| | | | - Alfredo Ramierez
- German Center for Neurodegenerative Disorders (DZNE)BonnGermany
- Department of Neurodegenerative Diseases and Geriatric PsychiatryUniversity of Bonn Medical CenterBonnGermany
- Excellence Cluster on Cellular Stress Responses in Aging‐Associated Diseases (CECAD)University of CologneCologneGermany
- Division of Neurogenetics and Molecular PsychiatryDepartment of Psychiatry and PsychotherapyFaculty of Medicine and University Hospital CologneUniversity of CologneCologneGermany
- Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative DiseasesSan AntonioTexasUSA
| | - Matthias Schmid
- German Center for Neurodegenerative Disorders (DZNE)BonnGermany
- Institute for Medical BiometryUniversity Hospital BonnBonnGermany
| | - Jens Wiltfang
- Department of Psychiatry and PsychotherapyUniversity Medical Center GoettingenGoettingenGermany
- German Center for Neurodegenerative Diseases (DZNE)GoettingenGermany
- Neurosciences and Signaling Group, Institute of Biomedicine (iBiMED)Department of Medical SciencesUniversity of AveiroAveiroPortugal
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11
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Asp I, Cawley-Bennett ATJ, Frascino JC, Golshan S, Bondi MW, Smith CN. News event memory in amnestic and non-amnestic MCI, heritable risk for dementia, and subjective memory complaints. Neuropsychologia 2024; 199:108887. [PMID: 38621578 PMCID: PMC11925352 DOI: 10.1016/j.neuropsychologia.2024.108887] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 04/09/2024] [Accepted: 04/09/2024] [Indexed: 04/17/2024]
Abstract
Robust and sensitive clinical measures are needed for more accurate and earlier detection of Alzheimer's disease (AD), for staging preclinical AD, and for gauging the efficacy of treatments. Mild impairment on episodic memory tests is thought to indicate a cognitive risk of developing AD and mild cognitive impairment (MCI), considered to be a transitional stage between normal aging and AD. Novel tests of semantic memory, such as memory for news events, are also impaired early on but have received little clinical attention even though they may provide a novel way to assess cognitive risk for AD. We examined memory for news events in older adults with normal cognition (NC, N = 34), amnestic MCI (aMCI, N = 27), or non-aMCI (N = 10) using the Retrograde Memory News Events Test (RM-NET). We asked if news event memory was sensitive to 1) aMCI and also non-aMCI, which has rarely been examined, 2) genetic risk for dementia (positive family history of any type of dementia, presence of an APOE-4 allele, or polygenic risk for AD), and 3) subjective memory functioning judgments about the past. We found that both MCI subgroups exhibited impaired RM-NET Lifespan accuracy scores together with temporally-limited retrograde amnesia. For the aMCI group amnesia extended back 45 years prior to testing, but not beyond that time frame. The extent of retrograde amnesia could not be reliably estimated in the small non-aMCI group. The effect sizes of having MCI on the RM-NET were medium for the non-aMCI group and large for the aMCI group, whereas the effect sizes of participant characteristics on RM-NET accuracy scores were small. For the combined MCI group (N = 37), news event memory was significantly related to positive family history of dementia but was not related to the more specific genetic markers of AD risk. For the NC group, news event memory was not related to any measure of genetic risk. Objective measures of past memory from the RM-NET were not related to subjective memory judgements about the present or the recent past in either group. By contrast, when individuals subjectively compared their present versus past memory abilities, there was a significant association between this judgment and objective measures of the past from the RM-NET (direct association for the NC group and inverse for the MCI group). The RM-NET holds significant promise for early identification of those with cognitive and genetic risk factors for AD and non-AD dementias.
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Affiliation(s)
- Isabel Asp
- San Diego Veterans Affairs Medical Center, San Diego, CA, USA
| | | | - Jennifer C Frascino
- San Diego Veterans Affairs Medical Center, San Diego, CA, USA; Department of Psychiatry, University of California San Diego, CA, USA
| | - Shahrokh Golshan
- San Diego Veterans Affairs Medical Center, San Diego, CA, USA; Department of Psychiatry, University of California San Diego, CA, USA
| | - Mark W Bondi
- San Diego Veterans Affairs Medical Center, San Diego, CA, USA; Department of Psychiatry, University of California San Diego, CA, USA
| | - Christine N Smith
- San Diego Veterans Affairs Medical Center, San Diego, CA, USA; Department of Psychiatry, University of California San Diego, CA, USA; Center for the Neurobiology of Learning and Memory, University of California Irvine, CA, USA.
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12
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Whitfield T, Chouliaras L, Morrell R, Rubio D, Radford D, Marchant NL, Walker Z. The criteria used to rule out mild cognitive impairment impact dementia incidence rates in subjective cognitive decline. Alzheimers Res Ther 2024; 16:142. [PMID: 38943160 PMCID: PMC11212190 DOI: 10.1186/s13195-024-01516-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Accepted: 06/23/2024] [Indexed: 07/01/2024]
Abstract
BACKGROUND The research criteria for subjective cognitive decline (SCD) exclude mild cognitive impairment (MCI), but do not stipulate the use of specific MCI criteria. This study compared different approaches to defining (i.e., excluding) MCI during the ascertainment of SCD, focusing on the impact on dementia incidence rates in SCD. METHODS This cohort study utilized routine healthcare data collected in the Essex Memory Clinic from 1999 to 2023. Two different operationalizations of the SCD criteria were used to categorize the cohort into two SCD patient samples. One sample was based on local clinical practice - MCI was excluded according to the Winblad criteria (this sample was termed SCDWinblad). The other sample was created via the retrospective application of the Jak/Bondi criteria for the exclusion of MCI (termed SCDJak/Bondi). Only patients aged ≥ 55 years at baseline with ≥ 12 months follow-up were considered for inclusion. The initial clinical/demographic characteristics of the samples were compared. Rates of incident dementia were calculated for each sample, and unadjusted and Mantel-Haenszel-adjusted incidence rate ratios were calculated to compare dementia incidence between the SCD samples. RESULTS The Essex Memory Clinic database included 2,233 patients in total. The SCD and study eligibility criteria were used to select SCDWinblad (n = 86) and SCDJak/Bondi (n = 185) samples from the database. Median follow-up (3 years) did not differ between the two samples. The SCDJak/Bondi sample was significantly older than the SCDWinblad at first assessment (median age: 74 versus 70 years) and had poorer scores on tests of global cognition, immediate and delayed verbal recall, and category fluency. Following adjustment for age, the dementia incidence rate ratio [95% confidence interval] was 3.7 [1.5 to 9.3], indicating a significantly greater rate of progression to dementia in SCDJak/Bondi. CONCLUSIONS This study highlights that the approach used to ascertain SCD has important implications for both SCD phenotypes and prognosis. This underscores the importance of how MCI is operationalized within SCD studies. More broadly, the findings add to a growing body of work indicating that objective cognition should not be overlooked in SCD, and offer a potential explanation for the heterogeneity across the SCD prognostic literature.
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Affiliation(s)
- Tim Whitfield
- Division of Psychiatry, University College London, London, UK.
| | - Leonidas Chouliaras
- Department of Psychiatry, University of Cambridge School of Clinical Medicine, Cambridge, UK
- Specialist Dementia and Frailty Service, Essex Partnership University NHS Foundation Trust, St Margaret's Hospital, Epping, UK
| | - Rachel Morrell
- Division of Psychiatry, University College London, London, UK
| | - David Rubio
- Specialist Dementia and Frailty Service, Essex Partnership University NHS Foundation Trust, St Margaret's Hospital, Epping, UK
| | - Darren Radford
- Specialist Dementia and Frailty Service, Essex Partnership University NHS Foundation Trust, St Margaret's Hospital, Epping, UK
| | | | - Zuzana Walker
- Division of Psychiatry, University College London, London, UK
- Specialist Dementia and Frailty Service, Essex Partnership University NHS Foundation Trust, St Margaret's Hospital, Epping, UK
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13
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Li J, Li X, Chen F, Li W, Chen J, Zhang B. Studying the Alzheimer's disease continuum using EEG and fMRI in single-modality and multi-modality settings. Rev Neurosci 2024; 35:373-386. [PMID: 38157429 DOI: 10.1515/revneuro-2023-0098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Accepted: 12/01/2023] [Indexed: 01/03/2024]
Abstract
Alzheimer's disease (AD) is a biological, clinical continuum that covers the preclinical, prodromal, and clinical phases of the disease. Early diagnosis and identification of the stages of Alzheimer's disease (AD) are crucial in clinical practice. Ideally, biomarkers should reflect the underlying process (pathological or otherwise), be reproducible and non-invasive, and allow repeated measurements over time. However, the currently known biomarkers for AD are not suitable for differentiating the stages and predicting the trajectory of disease progression. Some objective parameters extracted using electroencephalography (EEG) and functional magnetic resonance imaging (fMRI) are widely applied to diagnose the stages of the AD continuum. While electroencephalography (EEG) has a high temporal resolution, fMRI has a high spatial resolution. Combined EEG and fMRI (EEG-fMRI) can overcome single-modality drawbacks and obtain multi-dimensional information simultaneously, and it can help explore the hemodynamic changes associated with the neural oscillations that occur during information processing. This technique has been used in the cognitive field in recent years. This review focuses on the different techniques available for studying the AD continuum, including EEG and fMRI in single-modality and multi-modality settings, and the possible future directions of AD diagnosis using EEG-fMRI.
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Affiliation(s)
- Jing Li
- Department of Radiology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, 210008, China
- Institute of Medical Imaging and Artificial Intelligence, Nanjing University, Nanjing, Jiangsu, 210008, China
- Medical Imaging Center, The Affiliated Drum Tower Hospital, Medical School of Nanjing University, Nanjing, Jiangsu, 210008, China
| | - Xin Li
- Department of Radiology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, 210008, China
- Institute of Medical Imaging and Artificial Intelligence, Nanjing University, Nanjing, Jiangsu, 210008, China
- Medical Imaging Center, The Affiliated Drum Tower Hospital, Medical School of Nanjing University, Nanjing, Jiangsu, 210008, China
| | - Futao Chen
- Department of Radiology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, 210008, China
- Institute of Medical Imaging and Artificial Intelligence, Nanjing University, Nanjing, Jiangsu, 210008, China
- Medical Imaging Center, The Affiliated Drum Tower Hospital, Medical School of Nanjing University, Nanjing, Jiangsu, 210008, China
| | - Weiping Li
- Department of Radiology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, 210008, China
- Institute of Medical Imaging and Artificial Intelligence, Nanjing University, Nanjing, Jiangsu, 210008, China
- Medical Imaging Center, The Affiliated Drum Tower Hospital, Medical School of Nanjing University, Nanjing, Jiangsu, 210008, China
| | - Jiu Chen
- Department of Radiology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, 210008, China
- Institute of Medical Imaging and Artificial Intelligence, Nanjing University, Nanjing, Jiangsu, 210008, China
- Medical Imaging Center, The Affiliated Drum Tower Hospital, Medical School of Nanjing University, Nanjing, Jiangsu, 210008, China
| | - Bing Zhang
- Department of Radiology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, 210008, China
- Institute of Medical Imaging and Artificial Intelligence, Nanjing University, Nanjing, Jiangsu, 210008, China
- Medical Imaging Center, The Affiliated Drum Tower Hospital, Medical School of Nanjing University, Nanjing, Jiangsu, 210008, China
- Jiangsu Key Laboratory of Molecular Medicine, Nanjing, Jiangsu, 210008, China
- Institute of Brain Science, Nanjing University, Nanjing, Jiangsu, 210008, China
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14
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López-Higes R, Rubio-Valdehita S, Fernandes SM, Rodrigues PFS. Differentiation between Normal Cognition and Subjective Cognitive Decline in Older Adults Using Discrepancy Scores Derived from Neuropsychological Tests. Geriatrics (Basel) 2024; 9:83. [PMID: 38920439 PMCID: PMC11202516 DOI: 10.3390/geriatrics9030083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Revised: 06/15/2024] [Accepted: 06/17/2024] [Indexed: 06/27/2024] Open
Abstract
Several studies have reported subtle differences in cognition between individuals with subjective cognitive decline (SCD) compared to those with normal cognition. This study aimed to (i) identify these differences using discrepancy scores (e.g., categorial-phonemic verbal fluency performance) derived from neuropsychological tests in three cognitive domains (memory: Wechsler's Word List and Digits; executive functions: Stroop and verbal fluency; and language: BNT and ECCO_Senior) and (ii) determine which discrepancy scores are significant for classification. Seventy-five older adults were included: 32 who were labeled SCD+ (age 71.50 ± 5.29), meeting Jessen et al.'s criteria, and 43 in the normal cognition group (SCD-; age 69.81 ± 4.62). Both groups completed a protocol including screening and the specified neuropsychological tests. No differences were found between the groups in their age, education, episodic memory, global cognitive state, or mood. Significant differences between the groups were observed regarding the discrepancy scores derived from BNT (naming) and ECCO_Senior (sentence comprehension). These scores accurately classified participants (71.6%), with ECCO_Senior having a primary role. ROC curves indicated a poor-to-fair model quality or diagnostic accuracy (AUC_BNT = 0.690; AUC_ECCO = 0.722). In conclusion, discrepancy scores in the language domain are important for distinguishing between individuals with SCD and normal cognition, complementing previous findings in this domain. However, given their relatively poor diagnostic accuracy, they should be used with caution as part of a more detailed neuro-psychological assessment.
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Affiliation(s)
- Ramón López-Higes
- Departamento de Psicología Experimental, Complutense University of Madrid (UCM), 28223 Madrid, Spain;
| | - Susana Rubio-Valdehita
- Departamento de Psicología Social, del Trabajo y Diferencial, Complutense University of Madrid (UCM), 28223 Madrid, Spain;
| | - Sara M. Fernandes
- CINTESIS@RISE, CINTESIS.UPT, Portucalense University, 4200-072 Porto, Portugal;
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15
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Poptsi E, Moraitou D, Tsardoulias E, Symeonidis AL, Tsolaki M. Subjective Cognitive Impairment Can Be Detected from the Decline of Complex Cognition: Findings from the Examination of Remedes 4 Alzheimer's (R4Alz) Structural Validity. Brain Sci 2024; 14:548. [PMID: 38928548 PMCID: PMC11201896 DOI: 10.3390/brainsci14060548] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Revised: 05/17/2024] [Accepted: 05/24/2024] [Indexed: 06/28/2024] Open
Abstract
R4Alz is utilized for the early detection of minor neurocognitive disorders. It was designed to assess three main dimensions of cognitive-control abilities: working-memory capacity, attentional control, and executive functioning. OBJECTIVES To reveal the cognitive-control dimensions that can differentiate between adults and older adults with healthy cognition, people with subjective cognitive impairment, and people diagnosed with mild cognitive impairment by examining the factorial structure of the R4Alz tool. METHODS The study comprised 404 participants: (a) healthy adults (n = 192), (b) healthy older adults (n = 29), (c) people with SCI (n = 74), and (d) people diagnosed with MCI (n = 109). The R4Alz battery was administered to all participants, including tests that assess short-term memory storage, information processing, information updating in working memory, and selective, sustained and divided attention), task/rule-switching, inhibitory control, and cognitive flexibility. RESULTS A two-factorial structural model was confirmed for R4Alz, with the first factor representing "fluid intelligence (FI)" and the second factor reflecting "executive functions (EF)". Both FI and EFs discriminate among all groups. CONCLUSIONS The R4Alz battery presents sound construct validity, evaluating abilities in FI and EF. Both abilities can differentiate very early cognitive impairment (SCI) from healthy cognitive aging and MCI.
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Affiliation(s)
- Eleni Poptsi
- Laboratory of Psychology, Department of Cognition, Brain and Behavior, School of Psychology, Aristotle University of Thessaloniki (AUTh), 54124 Thessaloniki, Greece;
- Laboratory of Neurodegenerative Diseases, Center for Interdisciplinary Research and Innovation, Aristotle University of Thessaloniki (CIRI—AUTh), 54124 Thessaloniki, Greece;
- Greek Association of Alzheimer’s Disease and Related Disorders (GAADRD), Petrou Sindika 13 Str., 54643 Thessaloniki, Greece
| | - Despina Moraitou
- Laboratory of Psychology, Department of Cognition, Brain and Behavior, School of Psychology, Aristotle University of Thessaloniki (AUTh), 54124 Thessaloniki, Greece;
- Laboratory of Neurodegenerative Diseases, Center for Interdisciplinary Research and Innovation, Aristotle University of Thessaloniki (CIRI—AUTh), 54124 Thessaloniki, Greece;
| | - Emmanouil Tsardoulias
- School of Electrical and Computer Engineering, Faculty of Engineering, Aristotle University of Thessaloniki (AUTh), 54124 Thessaloniki, Greece; (E.T.); (A.L.S.)
| | - Andreas L. Symeonidis
- School of Electrical and Computer Engineering, Faculty of Engineering, Aristotle University of Thessaloniki (AUTh), 54124 Thessaloniki, Greece; (E.T.); (A.L.S.)
| | - Magda Tsolaki
- Laboratory of Neurodegenerative Diseases, Center for Interdisciplinary Research and Innovation, Aristotle University of Thessaloniki (CIRI—AUTh), 54124 Thessaloniki, Greece;
- Greek Association of Alzheimer’s Disease and Related Disorders (GAADRD), Petrou Sindika 13 Str., 54643 Thessaloniki, Greece
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16
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Heikkinen AL, Tikkanen V, Hänninen T, Hublin C, Koivisto AM, Saari TT, Remes AM, Paajanen TI, Krüger J. Utility of the INECO Frontal Screening and the Frontal Assessment Battery in detecting executive dysfunction in early-onset cognitive impairment and dementia. J Int Neuropsychol Soc 2024; 30:339-349. [PMID: 37800312 DOI: 10.1017/s1355617723000619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/07/2023]
Abstract
OBJECTIVE The INECO Frontal Screening (IFS) and the Frontal Assessment Battery (FAB) are executive dysfunction (ED) screening tools that can distinguish patients with neurodegenerative disorders from healthy controls and, to some extent, between dementia subtypes. This paper aims to examine the suitability of these tests in assessing early-onset cognitive impairment and dementia patients. METHOD In a memory clinic patient cohort (age mean = 57.4 years) with symptom onset at ≤65 years, we analyzed the IFS and the FAB results of four groups: early-onset dementia (EOD, n = 49), mild cognitive impairment due to neurological causes (MCI-n, n = 34), MCI due to other causes such as depression (MCI-o, n = 99) and subjective cognitive decline (SCD, n = 14). Data were gathered at baseline and at 6 and 12 months. We also studied the tests' accuracy in distinguishing EOD from SCD patients and ED patients from those with intact executive functioning. Correlations with neuropsychological measures were also studied. RESULTS The EOD group had significantly (p < .05) lower IFS and FAB total scores than the MCI-o and SCD groups. Compared with the FAB, the IFS showed more statistically significant (p < .05) differences between diagnostic groups, greater accuracy (IFS AUC = .80, FAB AUC = .75, p = .036) in detecting ED and marginally stronger correlations with neuropsychological measures. We found no statistically significant differences in the EOD group scores from baseline up to 6- or 12-months follow-up. CONCLUSIONS While both tests can detect EOD among memory clinic patients, the IFS may be more reliable in detecting ED than the FAB.
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Affiliation(s)
- Anna-Leena Heikkinen
- Research Unit of Clinical Medicine, Neurology, University of Oulu, Oulu, Finland
- MRC, Oulu University Hospital, Oulu, Finland
- Neurocenter, Neurology, Oulu University Hospital, Oulu, Finland
- Work Ability and Working Careers, Finnish Institute of Occupational Health, Helsinki, Finland
| | - Veera Tikkanen
- Research Unit of Clinical Medicine, Neurology, University of Oulu, Oulu, Finland
- MRC, Oulu University Hospital, Oulu, Finland
- Neurocenter, Neurology, Oulu University Hospital, Oulu, Finland
| | - Tuomo Hänninen
- Neurocenter, Neurology, Kuopio University Hospital, Kuopio, Finland
| | - Christer Hublin
- Work Ability and Working Careers, Finnish Institute of Occupational Health, Helsinki, Finland
| | - Anne M Koivisto
- Neurocenter, Neurology, Kuopio University Hospital, Kuopio, Finland
- Unit of Neurology, Institute of Clinical Medicine, University of Eastern Finland, Kuopio, Finland
- Department of Geriatrics, Helsinki University Hospital, Helsinki, Finland
- Clinical Neurosciences, University of Helsinki, Helsinki, Finland
| | - Toni T Saari
- Neurocenter, Neurology, Kuopio University Hospital, Kuopio, Finland
- Unit of Neurology, Institute of Clinical Medicine, University of Eastern Finland, Kuopio, Finland
| | - Anne M Remes
- Research Unit of Clinical Medicine, Neurology, University of Oulu, Oulu, Finland
- MRC, Oulu University Hospital, Oulu, Finland
- Neurocenter, Neurology, Oulu University Hospital, Oulu, Finland
- Clinical Neurosciences, University of Helsinki, Helsinki, Finland
| | - Teemu I Paajanen
- Work Ability and Working Careers, Finnish Institute of Occupational Health, Helsinki, Finland
| | - Johanna Krüger
- Research Unit of Clinical Medicine, Neurology, University of Oulu, Oulu, Finland
- MRC, Oulu University Hospital, Oulu, Finland
- Neurocenter, Neurology, Oulu University Hospital, Oulu, Finland
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17
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Dörner M, Seebach K, Heneka MT, Menze I, von Känel R, Euler S, Schreiber F, Arndt P, Neumann K, Hildebrand A, John AC, Tyndall A, Kirchebner J, Tacik P, Jansen R, Grimm A, Henneicke S, Perosa V, Meuth SG, Peters O, Hellmann-Regen J, Preis L, Priller J, Spruth EJ, Schneider A, Fliessbach K, Wiltfang J, Jessen F, Rostamzadeh A, Glanz W, Schulze JB, Schiebler SLF, Buerger K, Janowitz D, Perneczky R, Rauchmann BS, Teipel S, Kilimann I, Laske C, Munk MH, Spottke A, Roy-Kluth N, Wagner M, Frommann I, Lüsebrink F, Dechent P, Hetzer S, Scheffler K, Kleineidam L, Stark M, Schmid M, Ersözlü E, Brosseron F, Ewers M, Schott BH, Düzel E, Ziegler G, Mattern H, Schreiber S, Bernal J. Inferior Frontal Sulcal Hyperintensities on Brain MRI Are Associated with Amyloid Positivity beyond Age-Results from the Multicentre Observational DELCODE Study. Diagnostics (Basel) 2024; 14:940. [PMID: 38732354 PMCID: PMC11083612 DOI: 10.3390/diagnostics14090940] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Revised: 04/25/2024] [Accepted: 04/29/2024] [Indexed: 05/13/2024] Open
Abstract
Inferior frontal sulcal hyperintensities (IFSHs) on fluid-attenuated inversion recovery (FLAIR) sequences have been proposed to be indicative of glymphatic dysfunction. Replication studies in large and diverse samples are nonetheless needed to confirm them as an imaging biomarker. We investigated whether IFSHs were tied to Alzheimer's disease (AD) pathology and cognitive performance. We used data from 361 participants along the AD continuum, who were enrolled in the multicentre DELCODE study. The IFSHs were rated visually based on FLAIR magnetic resonance imaging. We performed ordinal regression to examine the relationship between the IFSHs and cerebrospinal fluid-derived amyloid positivity and tau positivity (Aβ42/40 ratio ≤ 0.08; pTau181 ≥ 73.65 pg/mL) and linear regression to examine the relationship between cognitive performance (i.e., Mini-Mental State Examination and global cognitive and domain-specific performance) and the IFSHs. We controlled the models for age, sex, years of education, and history of hypertension. The IFSH scores were higher in those participants with amyloid positivity (OR: 1.95, 95% CI: 1.05-3.59) but not tau positivity (OR: 1.12, 95% CI: 0.57-2.18). The IFSH scores were higher in older participants (OR: 1.05, 95% CI: 1.00-1.10) and lower in males compared to females (OR: 0.44, 95% CI: 0.26-0.76). We did not find sufficient evidence linking the IFSH scores with cognitive performance after correcting for demographics and AD biomarker positivity. IFSHs may reflect the aberrant accumulation of amyloid β beyond age.
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Affiliation(s)
- Marc Dörner
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany; (K.S.); (I.M.); (F.S.); (P.A.); (S.H.); (W.G.); (F.L.); (E.D.); (G.Z.); (H.M.); (S.S.); (J.B.)
- Department of Consultation-Liaison-Psychiatry and Psychosomatic Medicine, University Hospital Zurich, University of Zurich, 8091 Zurich, Switzerland; (R.v.K.); (S.E.); (J.B.S.); (S.L.F.S.)
| | - Katharina Seebach
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany; (K.S.); (I.M.); (F.S.); (P.A.); (S.H.); (W.G.); (F.L.); (E.D.); (G.Z.); (H.M.); (S.S.); (J.B.)
| | - Michael T. Heneka
- Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, 4367 Belvaux, Luxembourg;
| | - Inga Menze
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany; (K.S.); (I.M.); (F.S.); (P.A.); (S.H.); (W.G.); (F.L.); (E.D.); (G.Z.); (H.M.); (S.S.); (J.B.)
- Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University, 39120 Magdeburg, Germany
| | - Roland von Känel
- Department of Consultation-Liaison-Psychiatry and Psychosomatic Medicine, University Hospital Zurich, University of Zurich, 8091 Zurich, Switzerland; (R.v.K.); (S.E.); (J.B.S.); (S.L.F.S.)
| | - Sebastian Euler
- Department of Consultation-Liaison-Psychiatry and Psychosomatic Medicine, University Hospital Zurich, University of Zurich, 8091 Zurich, Switzerland; (R.v.K.); (S.E.); (J.B.S.); (S.L.F.S.)
| | - Frank Schreiber
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany; (K.S.); (I.M.); (F.S.); (P.A.); (S.H.); (W.G.); (F.L.); (E.D.); (G.Z.); (H.M.); (S.S.); (J.B.)
- Department of Neurology, Otto-von-Guericke University, 39120 Magdeburg, Germany; (K.N.); (A.H.); (A.-C.J.)
| | - Philipp Arndt
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany; (K.S.); (I.M.); (F.S.); (P.A.); (S.H.); (W.G.); (F.L.); (E.D.); (G.Z.); (H.M.); (S.S.); (J.B.)
- Department of Neurology, Otto-von-Guericke University, 39120 Magdeburg, Germany; (K.N.); (A.H.); (A.-C.J.)
| | - Katja Neumann
- Department of Neurology, Otto-von-Guericke University, 39120 Magdeburg, Germany; (K.N.); (A.H.); (A.-C.J.)
| | - Annkatrin Hildebrand
- Department of Neurology, Otto-von-Guericke University, 39120 Magdeburg, Germany; (K.N.); (A.H.); (A.-C.J.)
| | - Anna-Charlotte John
- Department of Neurology, Otto-von-Guericke University, 39120 Magdeburg, Germany; (K.N.); (A.H.); (A.-C.J.)
| | - Anthony Tyndall
- Department of Neuroradiology, Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, 8091 Zurich, Switzerland;
| | - Johannes Kirchebner
- Department of Forensic Psychiatry, University Hospital of Psychiatry Zurich, University of Zurich, 8032 Zurich, Switzerland;
| | - Pawel Tacik
- Department of Parkinson’s Disease, Sleep and Movement Disorders, University Hospital Bonn, 53127 Bonn, Germany;
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 53127 Bonn, Germany; (A.S.); (K.F.); (F.J.); (A.S.); (N.R.-K.); (M.W.); (I.F.); (L.K.); (M.S.); (M.S.); (F.B.)
| | - Robin Jansen
- Department of Neurology, Heinrich Heine University, 40225 Düsseldorf, Germany; (R.J.); (S.G.M.)
| | - Alexander Grimm
- Center for Neurology, Tuebingen University Hospital and Hertie-Institute for Clinical Brain Research, Eberhard Karls University Tuebingen, 72076 Tuebingen, Germany;
| | - Solveig Henneicke
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany; (K.S.); (I.M.); (F.S.); (P.A.); (S.H.); (W.G.); (F.L.); (E.D.); (G.Z.); (H.M.); (S.S.); (J.B.)
- Department of Neurology, Otto-von-Guericke University, 39120 Magdeburg, Germany; (K.N.); (A.H.); (A.-C.J.)
| | - Valentina Perosa
- J. Philip Kistler Stroke Research Center, Massachusetts General Hospital, Boston, MA 02114, USA;
| | - Sven G. Meuth
- Department of Neurology, Heinrich Heine University, 40225 Düsseldorf, Germany; (R.J.); (S.G.M.)
| | - Oliver Peters
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 10117 Berlin, Germany; (O.P.); (J.H.-R.); (J.P.); (E.J.S.); (E.E.)
- Institute of Psychiatry and Psychotherapy, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 14129 Berlin, Germany;
| | - Julian Hellmann-Regen
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 10117 Berlin, Germany; (O.P.); (J.H.-R.); (J.P.); (E.J.S.); (E.E.)
- Department of Psychiatry and Neurosciences, Campus Benjamin Franklin, Charité—Universitätsmedizin Berlin, 12203 Berlin, Germany
- German Center for Mental Health (DZPG), Partner Site Berlin, 10785 Berlin, Germany
| | - Lukas Preis
- Institute of Psychiatry and Psychotherapy, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 14129 Berlin, Germany;
| | - Josef Priller
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 10117 Berlin, Germany; (O.P.); (J.H.-R.); (J.P.); (E.J.S.); (E.E.)
- Department of Psychiatry and Psychotherapy, Charité—Universitätsmedizin Berlin, 10117 Berlin, Germany
- Department of Psychiatry and Psychotherapy, School of Medicine, Technical University Munich, 81675 Munich, Germany
- UK Dementia Research Institute (UK DRI), University of Edinburgh, Edinburgh EH16 4SB, UK
| | - Eike Jakob Spruth
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 10117 Berlin, Germany; (O.P.); (J.H.-R.); (J.P.); (E.J.S.); (E.E.)
- Department of Psychiatry and Psychotherapy, Charité—Universitätsmedizin Berlin, 10117 Berlin, Germany
| | - Anja Schneider
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 53127 Bonn, Germany; (A.S.); (K.F.); (F.J.); (A.S.); (N.R.-K.); (M.W.); (I.F.); (L.K.); (M.S.); (M.S.); (F.B.)
- Department of Cognitive Disorders and Old Age Psychiatry, University Hospital Bonn, 53127 Bonn, Germany
| | - Klaus Fliessbach
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 53127 Bonn, Germany; (A.S.); (K.F.); (F.J.); (A.S.); (N.R.-K.); (M.W.); (I.F.); (L.K.); (M.S.); (M.S.); (F.B.)
- Department of Cognitive Disorders and Old Age Psychiatry, University Hospital Bonn, 53127 Bonn, Germany
| | - Jens Wiltfang
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 37075 Goettingen, Germany; (J.W.); (B.H.S.)
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, 37075 Goettingen, Germany
- Neurosciences and Signaling Group, Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, 3810-193 Aveiro, Portugal
| | - Frank Jessen
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 53127 Bonn, Germany; (A.S.); (K.F.); (F.J.); (A.S.); (N.R.-K.); (M.W.); (I.F.); (L.K.); (M.S.); (M.S.); (F.B.)
- Department of Psychiatry, Medical Faculty, University of Cologne, 50924 Cologne, Germany;
- Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), University of Cologne, 50931 Cologne, Germany
| | - Ayda Rostamzadeh
- Department of Psychiatry, Medical Faculty, University of Cologne, 50924 Cologne, Germany;
| | - Wenzel Glanz
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany; (K.S.); (I.M.); (F.S.); (P.A.); (S.H.); (W.G.); (F.L.); (E.D.); (G.Z.); (H.M.); (S.S.); (J.B.)
| | - Jan Ben Schulze
- Department of Consultation-Liaison-Psychiatry and Psychosomatic Medicine, University Hospital Zurich, University of Zurich, 8091 Zurich, Switzerland; (R.v.K.); (S.E.); (J.B.S.); (S.L.F.S.)
| | - Sarah Lavinia Florence Schiebler
- Department of Consultation-Liaison-Psychiatry and Psychosomatic Medicine, University Hospital Zurich, University of Zurich, 8091 Zurich, Switzerland; (R.v.K.); (S.E.); (J.B.S.); (S.L.F.S.)
| | - Katharina Buerger
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 81377 Munich, Germany; (K.B.); (R.P.); (M.E.)
- Institute of Stroke and Dementia Research (ISD), University Hospital, LMU Munich, 81377 Munich, Germany;
| | - Daniel Janowitz
- Institute of Stroke and Dementia Research (ISD), University Hospital, LMU Munich, 81377 Munich, Germany;
| | - Robert Perneczky
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 81377 Munich, Germany; (K.B.); (R.P.); (M.E.)
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, 81377 Munich, Germany;
- Munich Cluster for Systems Neurology (SyNergy) Munich, 81377 Munich, Germany
- Ageing Epidemiology Research Unit (AGE), School of Public Health, Imperial College London, London SW7 2AZ, UK
| | - Boris-Stephan Rauchmann
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, 81377 Munich, Germany;
- Sheffield Institute for Translational Neuroscience (SITraN), University of Sheffield, Sheffield S10 2HQ, UK
- Department of Neuroradiology, University Hospital, LMU Munich, 81377 Munich, Germany
| | - Stefan Teipel
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 18147 Rostock, Germany; (S.T.); (I.K.)
- Department of Psychosomatic Medicine, Rostock University Medical Center, 18147 Rostock, Germany
| | - Ingo Kilimann
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 18147 Rostock, Germany; (S.T.); (I.K.)
- Department of Psychosomatic Medicine, Rostock University Medical Center, 18147 Rostock, Germany
| | - Christoph Laske
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 72076 Tuebingen, Germany; (C.L.); (M.H.M.)
- Section for Dementia Research, Department of Psychiatry and Psychotherapy, Hertie Institute for Clinical Brain Research, University of Tuebingen, 72076 Tuebingen, Germany
| | - Matthias H. Munk
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 72076 Tuebingen, Germany; (C.L.); (M.H.M.)
- Department of Psychiatry and Psychotherapy, University of Tuebingen, 72076 Tuebingen, Germany
| | - Annika Spottke
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 53127 Bonn, Germany; (A.S.); (K.F.); (F.J.); (A.S.); (N.R.-K.); (M.W.); (I.F.); (L.K.); (M.S.); (M.S.); (F.B.)
- Department of Neurology, University of Bonn, 53127 Bonn, Germany
| | - Nina Roy-Kluth
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 53127 Bonn, Germany; (A.S.); (K.F.); (F.J.); (A.S.); (N.R.-K.); (M.W.); (I.F.); (L.K.); (M.S.); (M.S.); (F.B.)
| | - Michael Wagner
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 53127 Bonn, Germany; (A.S.); (K.F.); (F.J.); (A.S.); (N.R.-K.); (M.W.); (I.F.); (L.K.); (M.S.); (M.S.); (F.B.)
- Department of Cognitive Disorders and Old Age Psychiatry, University Hospital Bonn, 53127 Bonn, Germany
| | - Ingo Frommann
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 53127 Bonn, Germany; (A.S.); (K.F.); (F.J.); (A.S.); (N.R.-K.); (M.W.); (I.F.); (L.K.); (M.S.); (M.S.); (F.B.)
- Department of Cognitive Disorders and Old Age Psychiatry, University Hospital Bonn, 53127 Bonn, Germany
| | - Falk Lüsebrink
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany; (K.S.); (I.M.); (F.S.); (P.A.); (S.H.); (W.G.); (F.L.); (E.D.); (G.Z.); (H.M.); (S.S.); (J.B.)
| | - Peter Dechent
- MR-Research in Neurosciences, Department of Cognitive Neurology, Georg-August-University Goettingen, 37073 Gottingen, Germany;
| | - Stefan Hetzer
- Berlin Center for Advanced Neuroimaging, Charité—Universitätsmedizin Berlin, 14129 Berlin, Germany;
| | - Klaus Scheffler
- Department for Biomedical Magnetic Resonance, University of Tuebingen, 72076 Tuebingen, Germany;
| | - Luca Kleineidam
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 53127 Bonn, Germany; (A.S.); (K.F.); (F.J.); (A.S.); (N.R.-K.); (M.W.); (I.F.); (L.K.); (M.S.); (M.S.); (F.B.)
- Department of Cognitive Disorders and Old Age Psychiatry, University Hospital Bonn, 53127 Bonn, Germany
| | - Melina Stark
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 53127 Bonn, Germany; (A.S.); (K.F.); (F.J.); (A.S.); (N.R.-K.); (M.W.); (I.F.); (L.K.); (M.S.); (M.S.); (F.B.)
- Department of Cognitive Disorders and Old Age Psychiatry, University Hospital Bonn, 53127 Bonn, Germany
| | - Matthias Schmid
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 53127 Bonn, Germany; (A.S.); (K.F.); (F.J.); (A.S.); (N.R.-K.); (M.W.); (I.F.); (L.K.); (M.S.); (M.S.); (F.B.)
- Institute for Medical Biometry, University Hospital Bonn, 53127 Bonn, Germany
| | - Ersin Ersözlü
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 10117 Berlin, Germany; (O.P.); (J.H.-R.); (J.P.); (E.J.S.); (E.E.)
- Institute of Psychiatry and Psychotherapy, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 14129 Berlin, Germany;
| | - Frederic Brosseron
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 53127 Bonn, Germany; (A.S.); (K.F.); (F.J.); (A.S.); (N.R.-K.); (M.W.); (I.F.); (L.K.); (M.S.); (M.S.); (F.B.)
| | - Michael Ewers
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 81377 Munich, Germany; (K.B.); (R.P.); (M.E.)
- Institute of Stroke and Dementia Research (ISD), University Hospital, LMU Munich, 81377 Munich, Germany;
| | - Björn H. Schott
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 37075 Goettingen, Germany; (J.W.); (B.H.S.)
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, 37075 Goettingen, Germany
| | - Emrah Düzel
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany; (K.S.); (I.M.); (F.S.); (P.A.); (S.H.); (W.G.); (F.L.); (E.D.); (G.Z.); (H.M.); (S.S.); (J.B.)
- Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University, 39120 Magdeburg, Germany
| | - Gabriel Ziegler
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany; (K.S.); (I.M.); (F.S.); (P.A.); (S.H.); (W.G.); (F.L.); (E.D.); (G.Z.); (H.M.); (S.S.); (J.B.)
- Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University, 39120 Magdeburg, Germany
| | - Hendrik Mattern
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany; (K.S.); (I.M.); (F.S.); (P.A.); (S.H.); (W.G.); (F.L.); (E.D.); (G.Z.); (H.M.); (S.S.); (J.B.)
- Center for Behavioural Brain Sciences (CBBS), 39120 Magdeburg, Germany
- Biomedical Magnetic Resonance, Otto-von-Guericke University, 39120 Magdeburg, Germany
| | - Stefanie Schreiber
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany; (K.S.); (I.M.); (F.S.); (P.A.); (S.H.); (W.G.); (F.L.); (E.D.); (G.Z.); (H.M.); (S.S.); (J.B.)
- Department of Neurology, Otto-von-Guericke University, 39120 Magdeburg, Germany; (K.N.); (A.H.); (A.-C.J.)
- Center for Behavioural Brain Sciences (CBBS), 39120 Magdeburg, Germany
| | - Jose Bernal
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany; (K.S.); (I.M.); (F.S.); (P.A.); (S.H.); (W.G.); (F.L.); (E.D.); (G.Z.); (H.M.); (S.S.); (J.B.)
- Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University, 39120 Magdeburg, Germany
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18
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Hayek D, Ziegler G, Kleineidam L, Brosseron F, Nemali A, Vockert N, Ravichandran KA, Betts MJ, Peters O, Schneider LS, Wang X, Priller J, Altenstein S, Schneider A, Fliessbach K, Wiltfang J, Bartels C, Rostamzadeh A, Glanz W, Buerger K, Janowitz D, Perneczky R, Rauchmann BS, Teipel S, Kilimann I, Laske C, Mengel D, Synofzik M, Munk MH, Spottke A, Roy N, Roeske S, Kuhn E, Ramirez A, Dobisch L, Schmid M, Berger M, Wolfsgruber S, Yakupov R, Hetzer S, Dechent P, Ewers M, Scheffler K, Schott BH, Schreiber S, Orellana A, de Rojas I, Marquié M, Boada M, Sotolongo O, González PG, Puerta R, Düzel E, Jessen F, Wagner M, Ruiz A, Heneka MT, Maass A. Different inflammatory signatures based on CSF biomarkers relate to preserved or diminished brain structure and cognition. Mol Psychiatry 2024; 29:992-1004. [PMID: 38216727 PMCID: PMC11176056 DOI: 10.1038/s41380-023-02387-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 12/07/2023] [Accepted: 12/15/2023] [Indexed: 01/14/2024]
Abstract
Neuroinflammation is a hallmark of Alzheimer's disease (AD) and both positive and negative associations of individual inflammation-related markers with brain structure and cognitive function have been described. We aimed to identify inflammatory signatures of CSF immune-related markers that relate to changes of brain structure and cognition across the clinical spectrum ranging from normal aging to AD. A panel of 16 inflammatory markers, Aβ42/40 and p-tau181 were measured in CSF at baseline in the DZNE DELCODE cohort (n = 295); a longitudinal observational study focusing on at-risk stages of AD. Volumetric maps of gray and white matter (GM/WM; n = 261) and white matter hyperintensities (WMHs, n = 249) were derived from baseline MRIs. Cognitive decline (n = 204) and the rate of change in GM volume was measured in subjects with at least 3 visits (n = 175). A principal component analysis on the CSF markers revealed four inflammatory components (PCs). Of these, the first component PC1 (highly loading on sTyro3, sAXL, sTREM2, YKL-40, and C1q) was associated with older age and higher p-tau levels, but with less pathological Aβ when controlling for p-tau. PC2 (highly loading on CRP, IL-18, complement factor F/H and C4) was related to male gender, higher body mass index and greater vascular risk. PC1 levels, adjusted for AD markers, were related to higher GM and WM volumes, less WMHs, better baseline memory, and to slower atrophy rates in AD-related areas and less cognitive decline. In contrast, PC2 related to less GM and WM volumes and worse memory at baseline. Similar inflammatory signatures and associations were identified in the independent F.ACE cohort. Our data suggest that there are beneficial and detrimental signatures of inflammatory CSF biomarkers. While higher levels of TAM receptors (sTyro/sAXL) or sTREM2 might reflect a protective glia response to degeneration related to phagocytic clearance, other markers might rather reflect proinflammatory states that have detrimental impact on brain integrity.
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Affiliation(s)
- Dayana Hayek
- German Center for Neurodegenerative Diseases (DZNE), Leipziger Straße 44, Magdeburg, 39120, Germany
- Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Magdeburg, Germany
| | - Gabriel Ziegler
- German Center for Neurodegenerative Diseases (DZNE), Leipziger Straße 44, Magdeburg, 39120, Germany
- Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Magdeburg, Germany
| | - Luca Kleineidam
- Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, Venusberg-Campus 1, 53127, Bonn, Germany
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Frederic Brosseron
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
- Department of Neurodegenerative Disease and Geriatric Psychiatry/Neurology, University of Bonn Medical Center, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Aditya Nemali
- German Center for Neurodegenerative Diseases (DZNE), Leipziger Straße 44, Magdeburg, 39120, Germany
- Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Magdeburg, Germany
| | - Niklas Vockert
- German Center for Neurodegenerative Diseases (DZNE), Leipziger Straße 44, Magdeburg, 39120, Germany
| | - Kishore A Ravichandran
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
- Department of Neurodegenerative Disease and Geriatric Psychiatry/Neurology, University of Bonn Medical Center, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Matthew J Betts
- German Center for Neurodegenerative Diseases (DZNE), Leipziger Straße 44, Magdeburg, 39120, Germany
- Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Magdeburg, Germany
| | - Oliver Peters
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt Universität zu Berlin, Institute of Psychiatry and Neuroscience, Hindenburgdamm 30, 12203, Berlin, Germany
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany
| | - Luisa-Sophie Schneider
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt Universität zu Berlin, Institute of Psychiatry and Neuroscience, Hindenburgdamm 30, 12203, Berlin, Germany
| | - Xiao Wang
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt Universität zu Berlin, Institute of Psychiatry and Neuroscience, Hindenburgdamm 30, 12203, Berlin, Germany
| | - Josef Priller
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité, Charitéplatz 1, 10117, Berlin, Germany
- School of Medicine, Technical University of Munich; Department of Psychiatry and Psychotherapy, Munich, Germany
- University of Edinburgh and UK DRI, Edinburgh, UK
| | - Slawek Altenstein
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité, Charitéplatz 1, 10117, Berlin, Germany
| | - Anja Schneider
- Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, Venusberg-Campus 1, 53127, Bonn, Germany
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Klaus Fliessbach
- Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, Venusberg-Campus 1, 53127, Bonn, Germany
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Jens Wiltfang
- German Center for Neurodegenerative Diseases (DZNE), Von-Siebold-Str. 3a, Göttingen, 37075, Germany
- Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, University of Göttingen, Von-Siebold-Str. 5, 37075, Göttingen, Germany
- Neurosciences and Signaling Group, Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Aveiro, Portugal
| | - Claudia Bartels
- Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, University of Göttingen, Von-Siebold-Str. 5, 37075, Göttingen, Germany
| | - Ayda Rostamzadeh
- Department of Psychiatry, University of Cologne, Medical Faculty, Kerpener Strasse 62, 50924, Cologne, Germany
| | - Wenzel Glanz
- German Center for Neurodegenerative Diseases (DZNE), Leipziger Straße 44, Magdeburg, 39120, Germany
| | - Katharina Buerger
- German Center for Neurodegenerative Diseases (DZNE, Munich), Feodor-Lynen-Strasse 17, 81377, Munich, Germany
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Feodor-Lynen-Strasse 17, 81377, Munich, Germany
| | - Daniel Janowitz
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Feodor-Lynen-Strasse 17, 81377, Munich, Germany
| | - Robert Perneczky
- German Center for Neurodegenerative Diseases (DZNE, Munich), Feodor-Lynen-Strasse 17, 81377, Munich, Germany
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy) Munich, Munich, Germany
- Ageing Epidemiology Research Unit (AGE), School of Public Health, Imperial College London, London, UK
| | - Boris-Stephan Rauchmann
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
- Sheffield Institute for Translational Neuroscience (SITraN), University of Sheffield, Sheffield, UK
- Department of Neuroradiology, University Hospital LMU, Munich, Germany
| | - Stefan Teipel
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany
- Department of Psychosomatic Medicine, Rostock University Medical Center, Gehlsheimer Str. 20, 18147, Rostock, Germany
| | - Ingo Kilimann
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany
- Department of Psychosomatic Medicine, Rostock University Medical Center, Gehlsheimer Str. 20, 18147, Rostock, Germany
| | - Christoph Laske
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
- Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany
| | - David Mengel
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
- Division Translational Genomics of Neurodegenerative Diseases, Hertie Institute for Clinical Brain Research and Center of Neurology, University of Tübingen, Tübingen, Germany
| | - Matthis Synofzik
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
- Division Translational Genomics of Neurodegenerative Diseases, Hertie Institute for Clinical Brain Research and Center of Neurology, University of Tübingen, Tübingen, Germany
| | - Matthias H Munk
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
- Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany
| | - Annika Spottke
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
- Department of Neurology, University of Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Nina Roy
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Sandra Roeske
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Elizabeth Kuhn
- Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, Venusberg-Campus 1, 53127, Bonn, Germany
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Alfredo Ramirez
- Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, Venusberg-Campus 1, 53127, Bonn, Germany
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
- Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), University of Cologne, Joseph-Stelzmann-Strasse 26, 50931, Köln, Germany
- Division of Neurogenetics and Molecular Psychiatry, Department of Psychiatry and Psychotherapy, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
- Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases, San Antonio, TX, USA
| | - Laura Dobisch
- German Center for Neurodegenerative Diseases (DZNE), Leipziger Straße 44, Magdeburg, 39120, Germany
| | - Matthias Schmid
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
- Institute for Medical Biometry, University Hospital Bonn, Venusberg-Campus 1, D-53127, Bonn, Germany
| | - Moritz Berger
- Institute for Medical Biometry, University Hospital Bonn, Venusberg-Campus 1, D-53127, Bonn, Germany
| | - Steffen Wolfsgruber
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Renat Yakupov
- German Center for Neurodegenerative Diseases (DZNE), Leipziger Straße 44, Magdeburg, 39120, Germany
- Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Magdeburg, Germany
| | - Stefan Hetzer
- Berlin Center for Advanced Neuroimaging, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Peter Dechent
- MR-Research in Neurosciences, Department of Cognitive Neurology, Georg-August-University Goettingen, Goettingen, Germany
| | - Michael Ewers
- German Center for Neurodegenerative Diseases (DZNE, Munich), Feodor-Lynen-Strasse 17, 81377, Munich, Germany
| | - Klaus Scheffler
- Department for Biomedical Magnetic Resonance, University of Tübingen, 72076, Tübingen, Germany
| | - Björn H Schott
- German Center for Neurodegenerative Diseases (DZNE), Von-Siebold-Str. 3a, Göttingen, 37075, Germany
- Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, University of Göttingen, Von-Siebold-Str. 5, 37075, Göttingen, Germany
- Leibniz Institute for Neurobiology, Brenneckestr. 6, 39118, Magdeburg, Germany
- Center for Behavioral Brain Sciences, Magdeburg, Germany
| | - Stefanie Schreiber
- German Center for Neurodegenerative Diseases (DZNE), Leipziger Straße 44, Magdeburg, 39120, Germany
- Center for Behavioral Brain Sciences, Magdeburg, Germany
- Department of Neurology, Otto-von-Guericke University Magdeburg, Leipziger Strasse 44, 39120, Magdeburg, Germany
| | - Adelina Orellana
- Research Center and Memory Clinic. Ace Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Barcelona, Spain
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, Madrid, Spain
| | - Itziar de Rojas
- Research Center and Memory Clinic. Ace Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Barcelona, Spain
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, Madrid, Spain
| | - Marta Marquié
- Research Center and Memory Clinic. Ace Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Barcelona, Spain
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, Madrid, Spain
| | - Mercè Boada
- Research Center and Memory Clinic. Ace Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Barcelona, Spain
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, Madrid, Spain
| | - Oscar Sotolongo
- Research Center and Memory Clinic. Ace Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Barcelona, Spain
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, Madrid, Spain
| | - Pablo García González
- Research Center and Memory Clinic. Ace Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Barcelona, Spain
| | - Raquel Puerta
- Research Center and Memory Clinic. Ace Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Barcelona, Spain
| | - Emrah Düzel
- German Center for Neurodegenerative Diseases (DZNE), Leipziger Straße 44, Magdeburg, 39120, Germany
- Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Magdeburg, Germany
- Center for Behavioral Brain Sciences, Magdeburg, Germany
| | - Frank Jessen
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
- Department of Psychiatry, University of Cologne, Medical Faculty, Kerpener Strasse 62, 50924, Cologne, Germany
- Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), University of Cologne, Joseph-Stelzmann-Strasse 26, 50931, Köln, Germany
| | - Michael Wagner
- Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, Venusberg-Campus 1, 53127, Bonn, Germany
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Augustín Ruiz
- Research Center and Memory Clinic. Ace Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Barcelona, Spain
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, Madrid, Spain
| | - Michael T Heneka
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
- Department of Neurodegenerative Disease and Geriatric Psychiatry/Neurology, University of Bonn Medical Center, Venusberg-Campus 1, 53127, Bonn, Germany
- Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, 7 avenue des Hauts Fourneaux, 4362, Esch-sur- Alzette, Luxembourg
- Department of Infectious Diseases and Immunology, University of Massachusetts Medical School, 55 Lake Avenue, North Worcester, MA, 01655, USA
| | - Anne Maass
- German Center for Neurodegenerative Diseases (DZNE), Leipziger Straße 44, Magdeburg, 39120, Germany.
- Center for Behavioral Brain Sciences, Magdeburg, Germany.
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19
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Hall MG, Wollman SC, Haines ME, Katschke JL, Boyle MA, Richardson HK, Hammers DB. Clinical validation of an aggregate learning ratio from the neuropsychological assessment battery. APPLIED NEUROPSYCHOLOGY. ADULT 2024:1-10. [PMID: 38527375 DOI: 10.1080/23279095.2024.2329974] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/27/2024]
Abstract
Quantifying learning deficits provides valuable information in identifying and diagnosing mild cognitive impairment and dementia. Previous research has found that a learning ratio (LR) metric, derived from the list learning test from the Neuropsychological Assessment Battery (NAB), was able to distinguish between those with normal cognition versus memory impairment. The current study furthers the NAB LR research by validating a NAB story LR, as well as an aggregate LR. The aggregate LR was created by combining the individual list and story LRs. Participants were classified as those with normal cognition (n = 51), those with MCI (n = 39) and those with dementia (n = 35). Results revealed the story LR was able to accurately distinguish normal controls from those with mild cognitive impairment and those with dementia and offers enhanced discriminability beyond the story immediate recall score (sum of trial 1 and trial 2). Further, the aggregate LR provided superior discriminability beyond the individual list and story LRs and accounted for additional variance in diagnostic group classification. The NAB aggregate LR provides improved sensitivity in detecting declines in impaired learning, which may assist clinicians in making diagnoses earlier in a disease process, benefiting the individual through earlier interventions.
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Affiliation(s)
- Matthew G Hall
- PM&R, The University of Toledo - Health Science Campus, Toledo, OH, USA
| | | | - Mary E Haines
- PM&R, The University of Toledo - Health Science Campus, Toledo, OH, USA
| | | | - Mellisa A Boyle
- PM&R, The University of Toledo - Health Science Campus, Toledo, OH, USA
| | | | - Dustin B Hammers
- Neurology, Indiana University School of Medicine, Indianapolis, IN, USA
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20
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Evans SA, Paitel ER, Bhasin R, Nielson KA. Genetic Risk for Alzheimer's Disease Alters Perceived Executive Dysfunction in Cognitively Healthy Middle-Aged and Older Adults. J Alzheimers Dis Rep 2024; 8:267-279. [PMID: 38405345 PMCID: PMC10894609 DOI: 10.3233/adr-230166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Accepted: 01/17/2024] [Indexed: 02/27/2024] Open
Abstract
Background Subjective cognitive complaints (SCC) may be an early indicator of future cognitive decline. However, findings comparing SCC and objective cognitive performance have varied, particularly in the memory domain. Even less well established is the relationship between subjective and objective complaints in non-amnestic domains, such as in executive functioning, despite evidence indicating very early changes in these domains. Moreover, particularly early changes in both amnestic and non-amnestic domains are apparent in those carrying the Apolipoprotein-E ɛ4 allele, a primary genetic risk for Alzheimer's disease (AD). Objective This study investigated the role of the ɛ4 allele in the consistency between subjective and objective executive functioning in 54 healthy, cognitively intact, middle-aged and older adults. Methods Participants (Mage = 64.07, SD = 9.27, range = 48-84; ɛ4+ = 18) completed the Frontal Systems Behavior Scale (FrSBe) Executive Dysfunction Scale (EXECDYS) to measure subjective executive functioning (SEF) and multiple executive functioning tasks, which were condensed into a single factor. Results After accounting for age, depression, and anxiety, objective executive functioning performance significantly predicted SEF. Importantly, ɛ4 moderated this effect. Specifically, those carrying the ɛ4 allele had significantly less accurate self-awareness of their executive functioning compared to ɛ4 non-carriers. Conclusions Utilizing an approach that integrates self-evaluation of executive functioning with objective neurocognitive assessment may help identify the earliest signs of impending cognitive decline, particularly in those with genetic risk for AD. Such an approach could sensitively determine those most prone to future cognitive decline prior to symptom onset, when interventions could be most effective.
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Affiliation(s)
- Sarah A. Evans
- Department of Psychology, Marquette University, Milwaukee, WI, USA
| | | | - Riya Bhasin
- Department of Psychology, Marquette University, Milwaukee, WI, USA
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21
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Heikkinen AL, Paajanen TI, Hänninen T, Tikkanen V, Hublin C, Koivisto AM, Remes AM, Krüger J. Neuropsychological Profiles, Etiologies, and Medical Comorbidities in Early-Onset Dementia and Cognitive Impairment: A Memory Outpatient Clinic Cohort Study. J Alzheimers Dis 2024; 97:1765-1776. [PMID: 38306037 DOI: 10.3233/jad-230877] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2024]
Abstract
Background Although early-onset dementia (EOD) is associated with diagnostic challenges that differ from those of related to late-onset dementia, only limited studies have addressed the neuropsychological and health characteristics or specified the diagnoses underlying early-onset cognitive impairment in a real-world clinical setting. Objective To investigate the neuropsychological profiles, etiologies, and comorbidities of an unselected cohort of memory clinic patients (≤65 years at symptom onset). Methods The patients' (n = 210) diagnoses were determined based on comprehensive diagnostic workup. Medical comorbidities and neuropsychological profiles were compared between clinically relevant patient groups, namely early-onset dementia (n = 55), mild cognitive impairment due to vascular or suspected neurodegenerative (MCI-n, n = 35) or non-neurodegenerative (MCI-o, n = 106) etiologies, and subjective cognitive decline (n = 14). Results The most prevalent diagnoses were Alzheimer's disease (AD, 14%) and depression (11%). Multiple prior medical conditions were common (67%); however, EOD patients had fewer other diagnoses (p = 0.008) than MCI-o patients. Compared to other groups, EOD patients had more severe deficits (p < 0.001) on immediate and delayed memory, processing speed, symptom awareness, and global cognition. AD patients had weaker memory retention ability but less behavioral symptoms than frontotemporal dementia (FTD) patients (p≤0.05). Depression was associated with better immediate memory, symptom awareness, and global cognition than AD and FTD (p < 0.05). Conclusions EOD is associated with more severe and widespread neuropsychological deficits but fewer prior medical diagnoses than nondegenerative etiologies of cognitive impairment. AD and depression are common etiologies and the neuropsychological profiles are partly overlapping; however, memory, symptom awareness and global cognitive impairment measures may help in the differential diagnosis.
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Affiliation(s)
- Anna-Leena Heikkinen
- Research Unit of Clinical Medicine, Neurology, University of Oulu, Oulu, Finland
- Medical Research Center, Oulu University Hospital, Oulu, Finland
- Neurocenter, Neurology, Oulu University Hospital, Oulu, Finland
- Work Ability and Working Careers, Finnish Institute of Occupational Health, Helsinki, Finland
| | - Teemu I Paajanen
- Work Ability and Working Careers, Finnish Institute of Occupational Health, Helsinki, Finland
| | - Tuomo Hänninen
- Neurocenter, Neurology, Kuopio University Hospital, Kuopio, Finland
| | - Veera Tikkanen
- Research Unit of Clinical Medicine, Neurology, University of Oulu, Oulu, Finland
- Medical Research Center, Oulu University Hospital, Oulu, Finland
- Neurocenter, Neurology, Oulu University Hospital, Oulu, Finland
| | - Christer Hublin
- Work Ability and Working Careers, Finnish Institute of Occupational Health, Helsinki, Finland
| | - Anne M Koivisto
- Neurocenter, Neurology, Kuopio University Hospital, Kuopio, Finland
- Unit of Neurology, Institute of Clinical Medicine, University of Eastern Finland, Kuopio, Finland
- Department of Geriatrics, Helsinki University Hospital, Helsinki, Finland
- Clinical Neurosciences, University of Helsinki, Helsinki, Finland
| | - Anne M Remes
- Research Unit of Clinical Medicine, Neurology, University of Oulu, Oulu, Finland
- Clinical Neurosciences, University of Helsinki, Helsinki, Finland
| | - Johanna Krüger
- Research Unit of Clinical Medicine, Neurology, University of Oulu, Oulu, Finland
- Medical Research Center, Oulu University Hospital, Oulu, Finland
- Neurocenter, Neurology, Oulu University Hospital, Oulu, Finland
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22
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Sannemann L, Bartels C, Brosseron F, Buerger K, Fliessbach K, Freiesleben SD, Frommann I, Glanz W, Heneka MT, Janowitz D, Kilimann I, Kleineidam L, Lammerding D, Laske C, Munk MHJ, Perneczky R, Peters O, Priller J, Rauchmann BS, Rostamzadeh A, Roy-Kluth N, Schild AK, Schneider A, Schneider LS, Spottke A, Spruth EJ, Teipel S, Wagner M, Wiltfang J, Wolfsgruber S, Duezel E, Jessen F. Symptomatic Clusters Related to Amyloid Positivity in Cognitively Unimpaired Individuals. J Alzheimers Dis 2024; 100:193-205. [PMID: 38848176 DOI: 10.3233/jad-231335] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/09/2024]
Abstract
Background The NIA-AA Research Framework on Alzheimer's disease (AD) proposes a transitional stage (stage 2) characterized by subtle cognitive decline, subjective cognitive decline (SCD) and mild neurobehavioral symptoms (NPS). Objective To identify participant clusters based on stage 2 features and assess their association with amyloid positivity in cognitively unimpaired individuals. Methods We included baseline data of N = 338 cognitively unimpaired participants from the DELCODE cohort with data on cerebrospinal fluid biomarkers for AD. Classification into the AD continuum (i.e., amyloid positivity, A+) was based on Aβ42/40 status. Neuropsychological test data were used to assess subtle objective cognitive dysfunction (OBJ), the subjective cognitive decline interview (SCD-I) was used to detect SCD, and the Neuropsychiatric Inventory Questionnaire (NPI-Q) was used to assess NPS. A two-step cluster analysis was carried out and differences in AD biomarkers between clusters were analyzed. Results We identified three distinct participant clusters based on presented symptoms. The highest rate of A+ participants (47.6%) was found in a cluster characterized by both OBJ and SCD. A cluster of participants that presented with SCD and NPS (A+:26.6%) and a cluster of participants with overall few symptoms (A+:19.7%) showed amyloid positivity in a range that was not higher than the expected A+ rate for the age group. Across the full sample, participants with a combination of SCD and OBJ in the memory domain showed a lower Aβ42/ptau181 ratio compared to those with neither SCD nor OBJ. Conclusions The cluster characterized by participants with OBJ and concomitant SCD was enriched for amyloid pathology.
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Affiliation(s)
- Lena Sannemann
- Department of Psychiatry, University of Cologne, Medical Faculty, Cologne, Germany
| | - Claudia Bartels
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Göttingen, Germany
| | | | - Katharina Buerger
- German Center for Neurodegenerative Diseases - DZNE, Munich, Germany
- Institute for Stroke and Dementia Research - ISD, University Hospital, LMU Munich, Munich, Germany
| | - Klaus Fliessbach
- German Center for Neurodegenerative Diseases - DZNE, Bonn, Germany
- Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, Bonn, Germany
| | - Silka Dawn Freiesleben
- German Center for Neurodegenerative Diseases - DZNE, Berlin, Germany
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin-Department of Psychiatry and Neurosciences, Berlin, Germany
| | - Ingo Frommann
- German Center for Neurodegenerative Diseases - DZNE, Bonn, Germany
- Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, Bonn, Germany
| | - Wenzel Glanz
- German Center for Neurodegenerative Diseases - DZNE, Magdeburg, Germany
| | - Michael T Heneka
- Luxembourg Centre for Systems Biomedicine - LCSB, University of Luxembourg, Belvaux, Luxembourg
| | - Daniel Janowitz
- Institute for Stroke and Dementia Research - ISD, University Hospital, LMU Munich, Munich, Germany
| | - Ingo Kilimann
- German Center for Neurodegenerative Diseases - DZNE, Rostock, Germany
- Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany
| | - Luca Kleineidam
- German Center for Neurodegenerative Diseases - DZNE, Bonn, Germany
- Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, Bonn, Germany
| | - Dominik Lammerding
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin-Department of Psychiatry and Neurosciences, Berlin, Germany
| | - Christoph Laske
- German Center for Neurodegenerative Diseases - DZNE, Tübingen, Germany
- Department of Psychiatry and Psychotherapy, Section for Dementia Research, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
| | - Matthias H J Munk
- German Center for Neurodegenerative Diseases - DZNE, Tübingen, Germany
- Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany
| | - Robert Perneczky
- German Center for Neurodegenerative Diseases - DZNE, Munich, Germany
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
- Munich Cluster for Systems Neurology - SyNergy, Munich, Munich, Germany
- Ageing Epidemiology Research Unit - AGE, School of Public Health, Imperial College London, London, UK
| | - Oliver Peters
- German Center for Neurodegenerative Diseases - DZNE, Berlin, Germany
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin-Department of Psychiatry and Neurosciences, Berlin, Germany
| | - Josef Priller
- German Center for Neurodegenerative Diseases - DZNE, Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité, Charitéplatz 1, Berlin, Germany
- Department of Psychiatry and Psychotherapy, School of Medicine, Technical University of Munich, Munich, Germany
- University of Edinburgh and UK DRI, Edinburgh, UK
| | - Boris-Stephan Rauchmann
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
- Sheffield Institute for Translational Neuroscience - SITraN, University of Sheffield, Sheffield, UK
- Department of Neuroradiology, University Hospital LMU, Munich, Germany
| | - Ayda Rostamzadeh
- Department of Psychiatry, University of Cologne, Medical Faculty, Cologne, Germany
| | - Nina Roy-Kluth
- German Center for Neurodegenerative Diseases - DZNE, Bonn, Germany
| | - Ann-Katrin Schild
- Department of Psychiatry, University of Cologne, Medical Faculty, Cologne, Germany
| | - Anja Schneider
- German Center for Neurodegenerative Diseases - DZNE, Bonn, Germany
- Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, Bonn, Germany
| | - Luisa-Sophie Schneider
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin-Department of Psychiatry and Neurosciences, Berlin, Germany
| | - Annika Spottke
- German Center for Neurodegenerative Diseases - DZNE, Bonn, Germany
- Department of Neurology, University of Bonn, Bonn, Germany
| | - Eike Jakob Spruth
- German Center for Neurodegenerative Diseases - DZNE, Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité, Charitéplatz 1, Berlin, Germany
| | - Stefan Teipel
- German Center for Neurodegenerative Diseases - DZNE, Rostock, Germany
- Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany
| | - Michael Wagner
- German Center for Neurodegenerative Diseases - DZNE, Bonn, Germany
- Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, Bonn, Germany
| | - Jens Wiltfang
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Göttingen, Germany
- German Center for Neurodegenerative Diseases - DZNE, Göttingen, Germany
- Department of Medical Sciences, Neurosciences and Signaling Group, Institute of Biomedicine - iBiMED, University of Aveiro, Aveiro, Portugal
| | - Steffen Wolfsgruber
- German Center for Neurodegenerative Diseases - DZNE, Bonn, Germany
- Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, Bonn, Germany
| | - Emrah Duezel
- German Center for Neurodegenerative Diseases - DZNE, Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research - IKND, Otto-von-Guericke University, Magdeburg, Germany
| | - Frank Jessen
- Department of Psychiatry, University of Cologne, Medical Faculty, Cologne, Germany
- German Center for Neurodegenerative Diseases - DZNE, Bonn, Germany
- Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases - CECAD, University of Cologne, Cologne, Germany
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23
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Na S, Lee C, Ho S, Hong YJ, Jeong JH, Park KH, Kim S, Wang MJ, Choi SH, Han S, Kang SW, Kang S, Yang DW. A Longitudinal Study on Memory Enhancement in Subjective Cognitive Decline Patients: Clinical and Neuroimaging Perspectives. J Alzheimers Dis 2024; 97:193-204. [PMID: 38108349 DOI: 10.3233/jad-230667] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2023]
Abstract
BACKGROUND Subjective cognitive decline (SCD) refers to the self-reported persistent cognitive decline despite normal objective testing, increasing the risk of dementia compared to cognitively normal individuals. OBJECTIVE This study aims to investigate the attributes of SCD patients who demonstrated memory function improvement. METHODS In this prospective study of SCD, a total of 120 subjects were enrolled as part of a multicenter cohort study aimed at identifying predictors for the clinical progression to mild cognitive impairment or dementia (CoSCo study). All subjects underwent 18F-florbetaben PET and brain MRI scans at baseline and annual neuropsychological tests. At the 24-month follow-up, we classified SCD patients based on changes in memory function, the z-score of the Seoul verbal learning test delayed recall. RESULTS Of the 120 enrolled patients, 107 successfully completed the 24-month follow-up assessment. Among these, 80 patients (74.8%) with SCD exhibited memory function improvements. SCD patients with improved memory function had a lower prevalence of coronary artery disease at baseline and performed better in the trail-making test part B compared to those without improvement. Anatomical and biomarker analysis showed a lower frequency of amyloid PET positivity and larger volumes in the left and right superior parietal lobes in subjects with improved memory function. CONCLUSIONS Our prospective study indicates that SCD patients experiencing memory improvement over a 24-month period had a lower amyloid burden, fewer cardiovascular risk factors, and superior executive cognitive function. Identifying these key factors associated with cognitive improvement may assist clinicians in predicting future memory function improvements in SCD patients.
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Affiliation(s)
- Seunghee Na
- Department of Neurology, College of Medicine, The Catholic University of Korea, Incheon St. Mary's Hospital, Incheon, South Korea
| | - Chonghwee Lee
- Department of Neurology, College of Medicine, The Catholic University of Korea, Seoul St. Mary's Hospital, Seoul, South Korea
| | - SeongHee Ho
- Department of Neurology, Hanyang University Hanmaeum Changwon Hospital, Changwon, Korea
| | - Yun Jeong Hong
- Department of Neurology, College of Medicine, The Catholic University of Korea, Uijeongbu St. Mary's Hospital, Uijeongbu, South Korea
| | - Jee Hyang Jeong
- Department of Neurology, Ewha Womans University Mokdong Hospital, Ewha Womans University School of Medicine, Seoul, South Korea
| | - Kee Hyung Park
- Department of Neurology, Gachon University Gil Hospital, Incheon, South Korea
| | - SangYun Kim
- Department of Neurology, Seoul National University College of Medicine, Seoul National University Bundang Hospital, Seongnam, South Korea
| | | | - Seong Hye Choi
- Department of Neurology, Inha University School of Medicine, Incheon, South Korea
| | | | - Seung Wan Kang
- Data Center for Korean EEG, College of Nursing, Seoul National University, Seoul, South Korea
- iMediSync Inc. Seoul, South Korea
| | - Sungmin Kang
- Research and Development, PeopleBio Inc., Seongnam-si, Gyeonggi-do, South Korea
| | - Dong Won Yang
- Department of Neurology, College of Medicine, The Catholic University of Korea, Seoul St. Mary's Hospital, Seoul, South Korea
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24
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Fu Z, Zhao M, Li Y, He Y, Wang X, Zhou Z, Han Y, Li S. Heterogeneity in subjective cognitive decline in the Sino Longitudinal Study on Cognitive Decline(SILCODE): Empirically derived subtypes, structural and functional verification. CNS Neurosci Ther 2023; 29:4032-4042. [PMID: 37475187 PMCID: PMC10651943 DOI: 10.1111/cns.14327] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2023] [Revised: 03/01/2023] [Accepted: 06/17/2023] [Indexed: 07/22/2023] Open
Abstract
AIMS We evaluated whether Subjective Cognitive Decline (SCD) subtypes could be empirically derived within the Sino Longitudinal Study on Cognitive Decline (SILCODE) SCD cohort and examined associated neuroimaging markers, biomarkers, and clinical outcomes. METHODS A cluster analysis was performed on eight neuropsychological test scores from 124 SCD SILCODE participants and 57 normal control (NC) subjects. Structural and functional neuroimaging indices were used to evaluate the SCD subgroups. RESULTS Four subtypes emerged: (1) dysexecutive/mixed SCD (n = 23), (2) neuropsychiatric SCD (n = 24), (3) amnestic SCD (n = 22), and (4) cluster-derived normal (n = 55) who exhibited normal performance in neuropsychological tests. Compared with the NC group, each subgroup showed distinct patterns in gray matter (GM) volume and the amplitude of low-frequency fluctuations (ALFF). Lower fractional anisotropy (FA) values were only found in the neuropsychiatric SCD group relative to NC. CONCLUSION The identification of empirically derived SCD subtypes demonstrates the presence of heterogeneity in SCD neuropsychological profiles. The cluster-derived normal group may represent the majority of SCD individuals who do not show progressive cognitive decline; the dysexecutive/mixed SCD and amnestic SCD might represent high-risk groups with progressing cognitive decline; and finally, the neuropsychiatric SCD may represent a new topic in SCD research.
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Affiliation(s)
- Zhenrong Fu
- Key Laboratory of Adolescent Cyberpsychology and Behavior (CCNU)Ministry of EducationWuhanChina
- School of Psychology, Key Laboratory of Human Development and Mental Health of Hubei ProvinceCentral China Normal UniversityWuhanChina
| | - Mingyan Zhao
- Department of PsychologyTangshan Gongren HospitalTangshanChina
| | - Yuxia Li
- Department of NeurologyTangshan Central HospitalTangshanChina
- Department of NeurologyXuanwu Hospital of Capital Medical UniversityBeijingChina
| | - Yirong He
- State Key Laboratory of Cognitive Neuroscience and LearningBeijing Normal UniversityBeijingChina
| | - Xuetong Wang
- State Key Laboratory of Cognitive Neuroscience and LearningBeijing Normal UniversityBeijingChina
| | - Zongkui Zhou
- Key Laboratory of Adolescent Cyberpsychology and Behavior (CCNU)Ministry of EducationWuhanChina
- School of Psychology, Key Laboratory of Human Development and Mental Health of Hubei ProvinceCentral China Normal UniversityWuhanChina
| | - Ying Han
- Department of NeurologyXuanwu Hospital of Capital Medical UniversityBeijingChina
- Key Laboratory of Biomedical Engineering of Hainan Province, School of Biomedical EngineeringHainan UniversityHaikouChina
- Center of Alzheimer's DiseaseBeijing Institute for Brain DisordersBeijingChina
- National Clinical Research Center for Geriatric DisordersBeijingChina
- Institute of Biomedical EngineeringShenzhen Bay LaboratoryShenzhenChina
| | - Shuyu Li
- State Key Laboratory of Cognitive Neuroscience and LearningBeijing Normal UniversityBeijingChina
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25
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Nemali A, Vockert N, Berron D, Maas A, Bernal J, Yakupov R, Peters O, Gref D, Cosma N, Preis L, Priller J, Spruth E, Altenstein S, Lohse A, Fliessbach K, Kimmich O, Vogt I, Wiltfang J, Hansen N, Bartels C, Schott BH, Maier F, Meiberth D, Glanz W, Incesoy E, Butryn M, Buerger K, Janowitz D, Pernecky R, Rauchmann B, Burow L, Teipel S, Kilimann I, Göerß D, Dyrba M, Laske C, Munk M, Sanzenbacher C, Müller S, Spottke A, Roy N, Heneka M, Brosseron F, Roeske S, Dobisch L, Ramirez A, Ewers M, Dechent P, Scheffler K, Kleineidam L, Wolfsgruber S, Wagner M, Jessen F, Duzel E, Ziegler G. Gaussian Process-based prediction of memory performance and biomarker status in ageing and Alzheimer's disease-A systematic model evaluation. Med Image Anal 2023; 90:102913. [PMID: 37660483 DOI: 10.1016/j.media.2023.102913] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 06/28/2023] [Accepted: 07/25/2023] [Indexed: 09/05/2023]
Abstract
Neuroimaging markers based on Magnetic Resonance Imaging (MRI) combined with various other measures (such as genetic covariates, biomarkers, vascular risk factors, neuropsychological tests etc.) might provide useful predictions of clinical outcomes during the progression towards Alzheimer's disease (AD). The use of multiple features in predictive frameworks for clinical outcomes has become increasingly prevalent in AD research. However, many studies do not focus on systematically and accurately evaluating combinations of multiple input features. Hence, the aim of the present work is to explore and assess optimal combinations of various features for MR-based prediction of (1) cognitive status and (2) biomarker positivity with a multi-kernel learning Gaussian process framework. The explored features and parameters included (A) combinations of brain tissues, modulation, smoothing, and image resolution; (B) incorporating demographics & clinical covariates; (C) the impact of the size of the training data set; (D) the influence of dimensionality reduction and the choice of kernel types. The approach was tested in a large German cohort including 959 subjects from the multicentric longitudinal study of cognitive impairment and dementia (DELCODE). Our evaluation suggests the best prediction of memory performance was obtained for a combination of neuroimaging markers, demographics, genetic information (ApoE4) and CSF biomarkers explaining 57% of outcome variance in out-of-sample predictions. The highest performance for Aβ42/40 status classification was achieved for a combination of demographics, ApoE4, and a memory score while usage of structural MRI further improved the classification of individual patient's pTau status.
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Affiliation(s)
- A Nemali
- Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University Magdeburg, Germany; German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.
| | - N Vockert
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - D Berron
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - A Maas
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - J Bernal
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - R Yakupov
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - O Peters
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany; Charité-Universitätsmedizin Berlin, Campus Benjamin Franklin, Department of Psychiatry, Hindenburgdamm 30, 12203, Berlin, Germany
| | - D Gref
- Charité-Universitätsmedizin Berlin, Campus Benjamin Franklin, Department of Psychiatry, Hindenburgdamm 30, 12203, Berlin, Germany
| | - N Cosma
- Charité-Universitätsmedizin Berlin, Campus Benjamin Franklin, Department of Psychiatry, Hindenburgdamm 30, 12203, Berlin, Germany
| | - L Preis
- Charité-Universitätsmedizin Berlin, Campus Benjamin Franklin, Department of Psychiatry, Hindenburgdamm 30, 12203, Berlin, Germany
| | - J Priller
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany; Department of Psychiatry and Psychotherapy, Charité, Charitéplatz 1, 10117 Berlin, Germany; School of Medicine, Technical University of Munich; Department of Psychiatry and Psychotherapy, Munich, Germany; University of Edinburgh and UK DRI, Edinburgh, UK
| | - E Spruth
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany; Department of Psychiatry and Psychotherapy, Charité, Charitéplatz 1, 10117 Berlin, Germany
| | - S Altenstein
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany; Department of Psychiatry and Psychotherapy, Charité, Charitéplatz 1, 10117 Berlin, Germany
| | - A Lohse
- Department of Psychiatry and Psychotherapy, Charité, Charitéplatz 1, 10117 Berlin, Germany
| | - K Fliessbach
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127 Bonn, Germany; University of Bonn Medical Center, Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Venusberg-Campus 1, 53127 Bonn, Germany
| | - O Kimmich
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127 Bonn, Germany
| | - I Vogt
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127 Bonn, Germany
| | - J Wiltfang
- German Center for Neurodegenerative Diseases (DZNE), Goettingen, Germany; Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Von-Siebold-Str. 5, 37075 Goettingen, Germany; Neurosciences and Signaling Group, Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Aveiro, Portugal
| | - N Hansen
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Von-Siebold-Str. 5, 37075 Goettingen, Germany
| | - C Bartels
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Von-Siebold-Str. 5, 37075 Goettingen, Germany
| | - B H Schott
- Leibniz Institute for Neurobiology, Magdeburg, Germany; German Center for Neurodegenerative Diseases (DZNE), Goettingen, Germany; Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Von-Siebold-Str. 5, 37075 Goettingen, Germany
| | - F Maier
- Department of Psychiatry, University of Cologne, Medical Faculty, Kerpener Strasse 62, 50924 Cologne, Germany
| | - D Meiberth
- Department of Psychiatry, University of Cologne, Medical Faculty, Kerpener Strasse 62, 50924 Cologne, Germany
| | - W Glanz
- Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University Magdeburg, Germany
| | - E Incesoy
- Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University Magdeburg, Germany; German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - M Butryn
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - K Buerger
- German Center for Neurodegenerative Diseases (DZNE, Munich), Feodor-Lynen-Strasse 17, 81377 Munich, Germany; Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Feodor-Lynen-Strasse 17, 81377 Munich, Germany
| | - D Janowitz
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Feodor-Lynen-Strasse 17, 81377 Munich, Germany
| | - R Pernecky
- German Center for Neurodegenerative Diseases (DZNE, Munich), Feodor-Lynen-Strasse 17, 81377 Munich, Germany; Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany; Munich Cluster for Systems Neurology (SyNergy) Munich, Munich, Germany; Ageing Epidemiology Research Unit (AGE), School of Public Health, Imperial College London, London, UK
| | - B Rauchmann
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
| | - L Burow
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
| | - S Teipel
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany; Department of Psychosomatic Medicine, Rostock University Medical Center, Gehlsheimer Str. 20, 18147 Rostock, Germany
| | - I Kilimann
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany; Department of Psychosomatic Medicine, Rostock University Medical Center, Gehlsheimer Str. 20, 18147 Rostock, Germany
| | - D Göerß
- Department of Psychosomatic Medicine, Rostock University Medical Center, Gehlsheimer Str. 20, 18147 Rostock, Germany
| | - M Dyrba
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany
| | - C Laske
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany; Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany
| | - M Munk
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany; Department of Psychiatry and Psychotherapy, University of Tuebingen, Tuebingen, Germany
| | - C Sanzenbacher
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
| | - S Müller
- Department of Psychiatry and Psychotherapy, University of Tuebingen, Tuebingen, Germany
| | - A Spottke
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127 Bonn, Germany; Department of Neurology, University of Bonn, Venusberg-Campus 1, 53127 Bonn, Germany
| | - N Roy
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127 Bonn, Germany
| | - M Heneka
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127 Bonn, Germany; Department of Psychiatry and Psychotherapy, University of Bonn, Venusberg-Campus 1, 53127 Bonn, Germany
| | - F Brosseron
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127 Bonn, Germany
| | - S Roeske
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127 Bonn, Germany
| | - L Dobisch
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - A Ramirez
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127 Bonn, Germany; Department of Neurology, University of Bonn, Venusberg-Campus 1, 53127 Bonn, Germany; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), University of Cologne, Joseph-Stelzmann-Strasse 26, 50931 Köln, Germany; Division of Neurogenetics and Molecular Psychiatry, Department of Psychiatry and Psychotherapy, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases, San Antonio, TX, USA
| | - M Ewers
- German Center for Neurodegenerative Diseases (DZNE, Munich), Feodor-Lynen-Strasse 17, 81377 Munich, Germany; Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Feodor-Lynen-Strasse 17, 81377 Munich, Germany
| | - P Dechent
- MR-Research in Neurosciences, Department of Cognitive Neurology, Georg-August-University Goettingen, Germany
| | - K Scheffler
- Department for Biomedical Magnetic Resonance, University of Tübingen, 72076 Tübingen, Germany
| | - L Kleineidam
- University of Bonn Medical Center, Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Venusberg-Campus 1, 53127 Bonn, Germany
| | - S Wolfsgruber
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127 Bonn, Germany; University of Bonn Medical Center, Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Venusberg-Campus 1, 53127 Bonn, Germany
| | - M Wagner
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127 Bonn, Germany; University of Bonn Medical Center, Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Venusberg-Campus 1, 53127 Bonn, Germany
| | - F Jessen
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127 Bonn, Germany; Department of Psychiatry, University of Cologne, Medical Faculty, Kerpener Strasse 62, 50924 Cologne, Germany; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), University of Cologne, Joseph-Stelzmann-Strasse 26, 50931 Köln, Germany
| | - E Duzel
- Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University Magdeburg, Germany; German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - G Ziegler
- Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University Magdeburg, Germany; German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
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26
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Stark M, Wolfsgruber S, Kleineidam L, Frommann I, Altenstein S, Bartels C, Brosseron F, Buerger K, Burow L, Butryn M, Ewers M, Fliessbach K, Gabelin T, Glanz W, Goerss D, Gref D, Hansen N, Heneka MT, Hinderer P, Incesoy EI, Janowitz D, Kilimann I, Kimmich O, Laske C, Munk MH, Perneczky R, Peters O, Preis L, Priller J, Rauchmann BS, Rostamzadeh A, Roy-Kluth N, Sanzenbacher C, Schneider A, Schott BH, Spottke A, Spruth EJ, Teipel S, Vogt IR, Wiltfang J, Duzel E, Jessen F, Wagner M. Relevance of Minor Neuropsychological Deficits in Patients With Subjective Cognitive Decline. Neurology 2023; 101:e2185-e2196. [PMID: 37821235 PMCID: PMC10663030 DOI: 10.1212/wnl.0000000000207844] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Accepted: 09/11/2023] [Indexed: 10/13/2023] Open
Abstract
BACKGROUND AND OBJECTIVES To determine the relevance of minor neuropsychological deficits (MNPD) in patients with subjective cognitive decline (SCD) with regard to CSF levels of Alzheimer disease (AD) biomarkers, cognitive decline, and clinical progression to mild cognitive impairment (MCI). METHODS This study included patients with clinical SCD and SCD-free, healthy control (HC) participants with available baseline CSF and/or longitudinal cognitive data from the observational DZNE Longitudinal Cognitive Impairment and Dementia study. We defined MNPD as a performance of at least 0.5SD below the mean on a demographically adjusted total score derived from the Consortium to Establish a Registry for Alzheimer's Disease neuropsychological assessment battery. We compared SCD patients with MNPD and those without MNPD with regard to CSF amyloid-β (Aβ)42/Aβ40, phosphorylated tau (p-tau181), total tau and Aβ42/p-tau181 levels, longitudinal cognitive composite trajectories, and risk of clinical progression to incident MCI (follow-up M ± SD: 40.6 ± 23.7 months). In addition, we explored group differences between SCD and HC in those without MNPD. RESULTS In our sample (N = 672, mean age: 70.7 ± 5.9 years, 50% female), SCD patients with MNPD (n = 55, 12.5% of SCD group) showed significantly more abnormal CSF biomarker levels, increased cognitive decline, and a higher risk of progression to incident MCI (HR: 4.07, 95% CI 2.46-6.74) compared with SCD patients without MNPD (n = 384). MNPD had a positive predictive value of 57.0% (95% CI 38.5-75.4) and a negative predictive value of 86.0% (95% CI 81.9-90.1) for the progression of SCD to MCI within 3 years. SCD patients without MNPD showed increased cognitive decline and a higher risk of incident MCI compared with HC participants without MNPD (n = 215; HR: 4.09, 95% CI 2.07-8.09), while AD biomarker levels did not differ significantly between these groups. DISCUSSION Our results suggest that MNPD are a risk factor for AD-related clinical progression in cognitively normal patients seeking medical counseling because of SCD. As such, the assessment of MNPD could be useful for individual clinical prediction and for AD risk stratification in clinical trials. However, SCD remains a risk factor for future cognitive decline even in the absence of MNPD.
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Affiliation(s)
- Melina Stark
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany.
| | - Steffen Wolfsgruber
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Luca Kleineidam
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Ingo Frommann
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Slawek Altenstein
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Claudia Bartels
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Frederic Brosseron
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Katharina Buerger
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Lena Burow
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Michaela Butryn
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Michael Ewers
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Klaus Fliessbach
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Tatjana Gabelin
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Wenzel Glanz
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Doreen Goerss
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Daria Gref
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Niels Hansen
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Michael T Heneka
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Petra Hinderer
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Enise I Incesoy
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Daniel Janowitz
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Ingo Kilimann
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Okka Kimmich
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Christoph Laske
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Matthias H Munk
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Robert Perneczky
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Oliver Peters
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Lukas Preis
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Josef Priller
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Boris-Stephan Rauchmann
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Ayda Rostamzadeh
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Nina Roy-Kluth
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Carolin Sanzenbacher
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Anja Schneider
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Björn H Schott
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Annika Spottke
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Eike Jakob Spruth
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Stefan Teipel
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Ina R Vogt
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Jens Wiltfang
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Emrah Duzel
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Frank Jessen
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Michael Wagner
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
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Jiang X, Hu X, Daamen M, Wang X, Fan C, Meiberth D, Spottke A, Roeske S, Fliessbach K, Spruth EJ, Altenstein S, Lohse A, Hansen N, Glanz W, Incesoy EI, Dobisch L, Janowitz D, Rauchmann BS, Ramirez A, Kilimann I, Munk MH, Wang X, Schneider LS, Gabelin T, Roy N, Wolfsgruber S, Kleineidam L, Hetzer S, Dechent P, Ewers M, Scheffler K, Amthauer H, Buchert R, Essler M, Drzezga A, Rominger A, Krause BJ, Reimold M, Priller J, Schneider A, Wiltfang J, Buerger K, Perneczky R, Teipel S, Laske C, Peters O, Düzel E, Wagner M, Jiang J, Jessen F, Boecker H, Han Y. Altered limbic functional connectivity in individuals with subjective cognitive decline: Converging and diverging findings across Chinese and German cohorts. Alzheimers Dement 2023; 19:4922-4934. [PMID: 37070734 DOI: 10.1002/alz.13068] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Revised: 03/08/2023] [Accepted: 03/09/2023] [Indexed: 04/19/2023]
Abstract
INTRODUCTION It remains unclear whether functional brain networks are consistently altered in individuals with subjective cognitive decline (SCD) of diverse ethnic and cultural backgrounds and whether the network alterations are associated with an amyloid burden. METHODS Cross-sectional resting-state functional magnetic resonance imaging connectivity (FC) and amyloid-positron emission tomography (PET) data from the Chinese Sino Longitudinal Study on Cognitive Decline and German DZNE Longitudinal Cognitive Impairment and Dementia cohorts were analyzed. RESULTS Limbic FC, particularly hippocampal connectivity with right insula, was consistently higher in SCD than in controls, and correlated with SCD-plus features. Smaller SCD subcohorts with PET showed inconsistent amyloid positivity rates and FC-amyloid associations across cohorts. DISCUSSION Our results suggest an early adaptation of the limbic network in SCD, which may reflect increased awareness of cognitive decline, irrespective of amyloid pathology. Different amyloid positivity rates may indicate a heterogeneous underlying etiology in Eastern and Western SCD cohorts when applying current research criteria. Future studies should identify culture-specific features to enrich preclinical Alzheimer's disease in non-Western populations. HIGHLIGHTS Common limbic hyperconnectivity across Chinese and German subjective cognitive decline (SCD) cohorts was observed. Limbic hyperconnectivity may reflect awareness of cognition, irrespective of amyloid load. Further cross-cultural harmonization of SCD regarding Alzheimer's disease pathology is required.
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Affiliation(s)
- Xueyan Jiang
- Department of Neurology, Xuanwu Hospital of Capital Medical University, Beijing, China
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Key Laboratory of Biomedical Engineering of Hainan Province, School of Biomedical Engineering, Hainan University, Haikou, China
| | - Xiaochen Hu
- Department of Psychiatry, University of Cologne, Medical Faculty, Cologne, Germany
| | - Marcel Daamen
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Xiaoqi Wang
- Department of Neurology, Xuanwu Hospital of Capital Medical University, Beijing, China
| | - Chunqiu Fan
- Department of Neurology, Xuanwu Hospital of Capital Medical University, Beijing, China
| | - Dix Meiberth
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Department of Psychiatry, University of Cologne, Medical Faculty, Cologne, Germany
| | - Annika Spottke
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Department of Neurology, University of Bonn, Bonn, Germany
| | - Sandra Roeske
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Klaus Fliessbach
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- University of Bonn Medical Center, Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn, Germany
| | - Eike Jakob Spruth
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité, Berlin, Germany
| | - Slawek Altenstein
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité, Berlin, Germany
| | - Andrea Lohse
- Department of Psychiatry and Psychotherapy, Charité, Berlin, Germany
| | - Niels Hansen
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Goettingen, Germany
| | - Wenzel Glanz
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - Enise I Incesoy
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Magdeburg, Germany
- Department for Psychiatry and Psychotherapy, University Clinic Magdeburg, Magdeburg, Germany
| | - Laura Dobisch
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - Daniel Janowitz
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany
| | - Boris-Stephan Rauchmann
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
| | - Alfredo Ramirez
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- University of Bonn Medical Center, Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn, Germany
- Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), University of Cologne, Cologne, Germany
- Division of Neurogenetics and Molecular Psychiatry, Department of Psychiatry and Psychotherapy, Faculty of Medicine and University Hospital, University of Cologne, Cologne, Germany
- Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases, San Antonio, Texas, USA
| | - Ingo Kilimann
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany
- Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany
| | - Matthias H Munk
- German Center for Neurodegenerative Diseases (DZNE), Tuebingen, Germany
- Department of Psychiatry and Psychotherapy, University of Tuebingen, Tuebingen, Germany
| | - Xiao Wang
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin-Institute of Psychiatry and Psychotherapy, Berlin, Germany
| | - Luisa-Sophie Schneider
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin-Institute of Psychiatry and Psychotherapy, Berlin, Germany
| | - Tatjana Gabelin
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin-Institute of Psychiatry and Psychotherapy, Berlin, Germany
| | - Nina Roy
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Steffen Wolfsgruber
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- University of Bonn Medical Center, Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn, Germany
| | - Luca Kleineidam
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- University of Bonn Medical Center, Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn, Germany
| | - Stefan Hetzer
- Berlin Center for Advanced Neuroimaging, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Peter Dechent
- MR-Research in Neurosciences, Department of Cognitive Neurology, Georg-August-University Goettingen, Goettingen, Germany
| | - Michael Ewers
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
| | - Klaus Scheffler
- Department for Biomedical Magnetic Resonance, University of Tuebingen, Tuebingen, Germany
| | - Holger Amthauer
- Department of Nuclear Medicine, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Ralph Buchert
- Department of Nuclear Medicine, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
- Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Markus Essler
- Department of Nuclear Medicine, University Hospital Bonn, Bonn, Germany
| | - Alexander Drzezga
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Department of Nuclear Medicine, Faculty of Medicine and University Hospital Cologne, University of Cologne, Germany
- Institute of Neuroscience and Medicine (INM-2), Molecular Organization of the Brain, Forschungszentrum Jülich, Germany
| | - Axel Rominger
- Department of Nuclear Medicine, Ludwig-Maximilian-University Munich, Munich, Germany
- Department of Nuclear Medicine, Inselspital, Bern University Hospital, University of Bern, Switzerland
| | - Bernd J Krause
- Department of Nuclear Medicine, Rostock University Medical Centre, Rostock, Germany
| | - Matthias Reimold
- Department of Nuclear Medicine and Clinical Molecular Imaging, Eberhard-Karls-University, Tuebingen, Germany
| | - Josef Priller
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité, Berlin, Germany
- School of Medicine, Technical University of Munich, Department of Psychiatry and Psychotherapy, Munich, Germany
- University of Edinburgh and UK DRI, Edinburgh, UK
| | - Anja Schneider
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- University of Bonn Medical Center, Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn, Germany
| | - Jens Wiltfang
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Goettingen, Germany
- German Center for Neurodegenerative Diseases (DZNE), Goettingen, Germany
- Neurosciences and Signaling Group, Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Aveiro, Portugal
| | - Katharina Buerger
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
| | - Robert Perneczky
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy) Munich, Munich, Germany
- Ageing Epidemiology Research Unit (AGE), School of Public Health, Imperial College London, London, UK
| | - Stefan Teipel
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany
- Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany
| | - Christoph Laske
- German Center for Neurodegenerative Diseases (DZNE), Tuebingen, Germany
- Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tuebingen, Tuebingen, Germany
| | - Oliver Peters
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin-Institute of Psychiatry and Psychotherapy, Berlin, Germany
| | - Emrah Düzel
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Magdeburg, Germany
| | - Michael Wagner
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- University of Bonn Medical Center, Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn, Germany
| | - Jiehui Jiang
- Institute of Biomedical Engineering, Shanghai University, Shanghai, China
| | - Frank Jessen
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Department of Psychiatry, University of Cologne, Medical Faculty, Cologne, Germany
- Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), University of Cologne, Cologne, Germany
| | - Henning Boecker
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Clinical Functional Imaging Group, Department of Diagnostic and Interventional Radiology, University Hospital Bonn, Bonn, Germany
| | - Ying Han
- Department of Neurology, Xuanwu Hospital of Capital Medical University, Beijing, China
- Key Laboratory of Biomedical Engineering of Hainan Province, School of Biomedical Engineering, Hainan University, Haikou, China
- Center of Alzheimer's Disease, Beijing Institute for Brain Disorders, Beijing, China
- National Clinical Research Center for Geriatric Disorders, Beijing, China
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28
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Teipel SJ, Dyrba M, Levin F, Altenstein S, Berger M, Beyle A, Brosseron F, Buerger K, Burow L, Dobisch L, Ewers M, Fliessbach K, Frommann I, Glanz W, Goerss D, Gref D, Hansen N, Heneka MT, Incesoy EI, Janowitz D, Keles D, Kilimann I, Laske C, Lohse A, Munk MH, Perneczky R, Peters O, Preis L, Priller J, Rostamzadeh A, Roy N, Schmid M, Schneider A, Spottke A, Spruth EJ, Wiltfang J, Düzel E, Jessen F, Kleineidam L, Wagner M. Cognitive Trajectories in Preclinical and Prodromal Alzheimer's Disease Related to Amyloid Status and Brain Atrophy: A Bayesian Approach. J Alzheimers Dis Rep 2023; 7:1055-1076. [PMID: 37849637 PMCID: PMC10578328 DOI: 10.3233/adr-230027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Accepted: 08/22/2023] [Indexed: 10/19/2023] Open
Abstract
Background Cognitive decline is a key outcome of clinical studies in Alzheimer's disease (AD). Objective To determine effects of global amyloid load as well as hippocampus and basal forebrain volumes on longitudinal rates and practice effects from repeated testing of domain specific cognitive change in the AD spectrum, considering non-linear effects and heterogeneity across cohorts. Methods We included 1,514 cases from three cohorts, ADNI, AIBL, and DELCODE, spanning the range from cognitively normal people to people with subjective cognitive decline and mild cognitive impairment (MCI). We used generalized Bayesian mixed effects analysis of linear and polynomial models of amyloid and volume effects in time. Robustness of effects across cohorts was determined using Bayesian random effects meta-analysis. Results We found a consistent effect of amyloid and hippocampus volume, but not of basal forebrain volume, on rates of memory change across the three cohorts in the meta-analysis. Effects for amyloid and volumetric markers on executive function were more heterogeneous. We found practice effects in memory and executive performance in amyloid negative cognitively normal controls and MCI cases, but only to a smaller degree in amyloid positive controls and not at all in amyloid positive MCI cases. Conclusions We found heterogeneity between cohorts, particularly in effects on executive functions. Initial increases in cognitive performance in amyloid negative, but not in amyloid positive MCI cases and controls may reflect practice effects from repeated testing that are lost with higher levels of cerebral amyloid.
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Affiliation(s)
- Stefan J Teipel
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany
- Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany
| | - Martin Dyrba
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany
| | - Fedor Levin
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany
| | - Slawek Altenstein
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité, Berlin, Germany
| | - Moritz Berger
- Institute for Medical Biometry, Informatics and Epidemiology, University Hospital Bonn, Bonn, Germany
| | - Aline Beyle
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Belvaux, Luxembourg
| | - Frederic Brosseron
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Belvaux, Luxembourg
| | - Katharina Buerger
- German Center for Neurodegenerative Diseases (DZNE), Munich, Munich, Germany
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany
| | - Lena Burow
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
| | - Laura Dobisch
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - Michael Ewers
- German Center for Neurodegenerative Diseases (DZNE), Munich, Munich, Germany
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany
| | - Klaus Fliessbach
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Belvaux, Luxembourg
- University of Bonn Medical Center, Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn, Germany
| | - Ingo Frommann
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Belvaux, Luxembourg
- University of Bonn Medical Center, Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn, Germany
| | - Wenzel Glanz
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - Doreen Goerss
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany
- Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany
| | - Daria Gref
- Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin-Institute of Psychiatry and Psychotherapy, Berlin, Germany
| | - Niels Hansen
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Goettingen, Germany
| | - Michael T. Heneka
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Belvaux, Luxembourg
| | - Enise I. Incesoy
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Magdeburg, Germany
- Department for Psychiatry and Psychotherapy, University Clinic Magdeburg, Magdeburg, Germany pGerman Center for Neurodegenerative Diseases (DZNE), T¨ubingen, Germany
| | - Daniel Janowitz
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany
| | - Deniz Keles
- Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin-Institute of Psychiatry and Psychotherapy, Berlin, Germany
| | - Ingo Kilimann
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany
- Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany
| | - Christoph Laske
- German Center for Neurodegenerative Diseases (DZNE), T¨ubingen, Germany
- Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of T¨ubingen, T¨ubingen, Germany
| | - Andrea Lohse
- Department of Psychiatry and Psychotherapy, Charité, Berlin, Germany
| | - Matthias H. Munk
- German Center for Neurodegenerative Diseases (DZNE), T¨ubingen, Germany
- Department of Psychiatry and Psychotherapy, University of T¨ubingen, T¨ubingen, Germany
| | - Robert Perneczky
- German Center for Neurodegenerative Diseases (DZNE), Munich, Munich, Germany
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy) Munich, Munich, Germany
- Ageing Epidemiology Research Unit (AGE), School of Public Health, Imperial College London, London, UK
| | - Oliver Peters
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany
- Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin-Institute of Psychiatry and Psychotherapy, Berlin, Germany
| | - Lukas Preis
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany
| | - Josef Priller
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité, Berlin, Germany
- School of Medicine, Technical University of Munich; Department of Psychiatry and Psychotherapy, Munich, Germany
- University of Edinburgh and UK DRI, Edinburgh, UK
| | - Ayda Rostamzadeh
- Department of Psychiatry, University of Cologne, Medical Faculty, Cologne, Germany
| | - Nina Roy
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Belvaux, Luxembourg
| | - Matthias Schmid
- Institute for Medical Biometry, Informatics and Epidemiology, University Hospital Bonn, Bonn, Germany
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Belvaux, Luxembourg
| | - Anja Schneider
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Belvaux, Luxembourg
- University of Bonn Medical Center, Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn, Germany
| | - Annika Spottke
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Belvaux, Luxembourg
- Department of Neurology, University of Bonn, Bonn, Germany
| | - Eike Jakob Spruth
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité, Berlin, Germany
| | - Jens Wiltfang
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Goettingen, Germany
- German Center for Neurodegenerative Diseases (DZNE), Goettingen, Germany
- Neurosciences and Signaling Group, Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Aveiro, Portugal
| | - Emrah Düzel
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - Frank Jessen
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Belvaux, Luxembourg
- Department of Psychiatry, University of Cologne, Medical Faculty, Cologne, Germany
| | - Luca Kleineidam
- University of Bonn Medical Center, Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn, Germany
| | - Michael Wagner
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Belvaux, Luxembourg
- University of Bonn Medical Center, Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn, Germany
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29
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Klimecki OM, Liebscher M, Gaubert M, Hayek D, Zarucha A, Dyrba M, Bartels C, Buerger K, Butryn M, Dechent P, Dobisch L, Ewers M, Fliessbach K, Freiesleben SD, Glanz W, Hetzer S, Janowitz D, Kilimann I, Kleineidam L, Laske C, Maier F, Munk MH, Perneczky R, Peters O, Priller J, Rauchmann BS, Roy N, Scheffler K, Schneider A, Spruth EJ, Spottke A, Teipel SJ, Wiltfang J, Wolfsgruber S, Yakupov R, Düzel E, Jessen F, Wagner M, Roeske S, Wirth M. Long-term environmental enrichment is associated with better fornix microstructure in older adults. Front Aging Neurosci 2023; 15:1170879. [PMID: 37711996 PMCID: PMC10498282 DOI: 10.3389/fnagi.2023.1170879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Accepted: 08/04/2023] [Indexed: 09/16/2023] Open
Abstract
Background Sustained environmental enrichment (EE) through a variety of leisure activities may decrease the risk of developing Alzheimer's disease. This cross-sectional cohort study investigated the association between long-term EE in young adulthood through middle life and microstructure of fiber tracts associated with the memory system in older adults. Methods N = 201 cognitively unimpaired participants (≥ 60 years of age) from the DZNE-Longitudinal Cognitive Impairment and Dementia Study (DELCODE) baseline cohort were included. Two groups of participants with higher (n = 104) or lower (n = 97) long-term EE were identified, using the self-reported frequency of diverse physical, intellectual, and social leisure activities between the ages 13 to 65. White matter (WM) microstructure was measured by fractional anisotropy (FA) and mean diffusivity (MD) in the fornix, uncinate fasciculus, and parahippocampal cingulum using diffusion tensor imaging. Long-term EE groups (lower/higher) were compared with adjustment for potential confounders, such as education, crystallized intelligence, and socio-economic status. Results Reported participation in higher long-term EE was associated with greater fornix microstructure, as indicated by higher FA (standardized β = 0.117, p = 0.033) and lower MD (β = -0.147, p = 0.015). Greater fornix microstructure was indirectly associated (FA: unstandardized B = 0.619, p = 0.038; MD: B = -0.035, p = 0.026) with better memory function through higher long-term EE. No significant effects were found for the other WM tracts. Conclusion Our findings suggest that sustained participation in a greater variety of leisure activities relates to preserved WM microstructure in the memory system in older adults. This could be facilitated by the multimodal stimulation associated with the engagement in a physically, intellectually, and socially enriched lifestyle. Longitudinal studies will be needed to support this assumption.
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Affiliation(s)
- Olga M Klimecki
- German Center for Neurodegenerative Diseases (DZNE), Dresden, Germany
| | - Maxie Liebscher
- German Center for Neurodegenerative Diseases (DZNE), Dresden, Germany
| | - Malo Gaubert
- German Center for Neurodegenerative Diseases (DZNE), Dresden, Germany
- Department of Neuroradiology, Rennes University Hospital Centre Hospitalier Universitaire (CHU), Rennes, France
| | - Dayana Hayek
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - Alexis Zarucha
- German Center for Neurodegenerative Diseases (DZNE), Dresden, Germany
| | - Martin Dyrba
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany
| | - Claudia Bartels
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Göttingen, Germany
| | - Katharina Buerger
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
- Institute for Stroke and Dementia Research, University Hospital, Ludwig-Maximilians-Universität (LMU) Munich, Munich, Germany
| | - Michaela Butryn
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - Peter Dechent
- Magnetic Resonance (MR)-Research in Neurosciences, Department of Cognitive Neurology, Georg-August-University Goettingen, Göttingen, Germany
| | - Laura Dobisch
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - Michael Ewers
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
- Institute for Stroke and Dementia Research, University Hospital, Ludwig-Maximilians-Universität (LMU) Munich, Munich, Germany
| | - Klaus Fliessbach
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Department of Neurodegenerative Disease and Geriatric Psychiatry, University of Bonn Medical Center, Bonn, Germany
| | - Silka Dawn Freiesleben
- Department of Psychiatry and Neurosciences, Charité-Universitätsmedizin Berlin, Berlin, Germany
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany
| | - Wenzel Glanz
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - Stefan Hetzer
- Berlin Center for Advanced Neuroimaging, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Daniel Janowitz
- Institute for Stroke and Dementia Research, University Hospital, Ludwig-Maximilians-Universität (LMU) Munich, Munich, Germany
| | - Ingo Kilimann
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany
- Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany
| | - Luca Kleineidam
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Department of Neurodegenerative Disease and Geriatric Psychiatry, University of Bonn Medical Center, Bonn, Germany
| | - Christoph Laske
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
- Section for Dementia Research, Department of Psychiatry and Psychotherapy, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
| | - Franziska Maier
- Department of Psychiatry, Medical Faculty, University of Cologne, Cologne, Germany
| | - Matthias H Munk
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
- Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany
| | - Robert Perneczky
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
- Department of Psychiatry and Psychotherapy, University Hospital, Ludwig-Maximilians-Universität (LMU) Munich, Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
- Ageing Epidemiology Research Unit (AGE), School of Public Health, Imperial College London, London, United Kingdom
| | - Oliver Peters
- Department of Psychiatry and Neurosciences, Charité-Universitätsmedizin Berlin, Berlin, Germany
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany
| | - Josef Priller
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité-Universitätsmedizin Berlin, Berlin, Germany
- Department of Psychiatry and Psychotherapy, School of Medicine, Technical University of Munich, Munich, Germany
- University of Edinburgh and United Kingdom Dementia Research Institute (UK DRI), Edinburgh, United Kingdom
| | - Boris-Stephan Rauchmann
- Department of Psychiatry and Psychotherapy, University Hospital, Ludwig-Maximilians-Universität (LMU) Munich, Munich, Germany
| | - Nina Roy
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Klaus Scheffler
- Department for Biomedical Magnetic Resonance, University of Tübingen, Tübingen, Germany
| | - Anja Schneider
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Department of Neurodegenerative Disease and Geriatric Psychiatry, University of Bonn Medical Center, Bonn, Germany
| | - Eike Jakob Spruth
- Department of Psychiatry and Neurosciences, Charité-Universitätsmedizin Berlin, Berlin, Germany
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany
| | - Annika Spottke
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Department of Neurology, University of Bonn, Bonn, Germany
| | - Stefan J Teipel
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany
- Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany
| | - Jens Wiltfang
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Göttingen, Germany
- German Center for Neurodegenerative Diseases (DZNE), Göttingen, Germany
- Neurosciences and Signaling Group, Department of Medical Sciences, Institute of Biomedicine (iBiMED), University of Aveiro, Aveiro, Portugal
| | - Steffen Wolfsgruber
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Department of Neurodegenerative Disease and Geriatric Psychiatry, University of Bonn Medical Center, Bonn, Germany
| | - Renat Yakupov
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - Emrah Düzel
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Magdeburg, Germany
| | - Frank Jessen
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Department of Psychiatry, Medical Faculty, University of Cologne, Cologne, Germany
- Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases, University of Cologne, Cologne, Germany
| | - Michael Wagner
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Department of Neurodegenerative Disease and Geriatric Psychiatry, University of Bonn Medical Center, Bonn, Germany
| | - Sandra Roeske
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Miranka Wirth
- German Center for Neurodegenerative Diseases (DZNE), Dresden, Germany
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30
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Bernal J, Schreiber S, Menze I, Ostendorf A, Pfister M, Geisendörfer J, Nemali A, Maass A, Yakupov R, Peters O, Preis L, Schneider L, Herrera AL, Priller J, Spruth EJ, Altenstein S, Schneider A, Fliessbach K, Wiltfang J, Schott BH, Rostamzadeh A, Glanz W, Buerger K, Janowitz D, Ewers M, Perneczky R, Rauchmann BS, Teipel S, Kilimann I, Laske C, Munk MH, Spottke A, Roy N, Dobisch L, Dechent P, Scheffler K, Hetzer S, Wolfsgruber S, Kleineidam L, Schmid M, Berger M, Jessen F, Wirth M, Düzel E, Ziegler G. Arterial hypertension and β-amyloid accumulation have spatially overlapping effects on posterior white matter hyperintensity volume: a cross-sectional study. Alzheimers Res Ther 2023; 15:97. [PMID: 37226207 PMCID: PMC10207740 DOI: 10.1186/s13195-023-01243-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Accepted: 05/09/2023] [Indexed: 05/26/2023]
Abstract
BACKGROUND White matter hyperintensities (WMH) in subjects across the Alzheimer's disease (AD) spectrum with minimal vascular pathology suggests that amyloid pathology-not just arterial hypertension-impacts WMH, which in turn adversely influences cognition. Here we seek to determine the effect of both hypertension and Aβ positivity on WMH, and their impact on cognition. METHODS We analysed data from subjects with a low vascular profile and normal cognition (NC), subjective cognitive decline (SCD), and amnestic mild cognitive impairment (MCI) enrolled in the ongoing observational multicentre DZNE Longitudinal Cognitive Impairment and Dementia Study (n = 375, median age 70.0 [IQR 66.0, 74.4] years; 178 female; NC/SCD/MCI 127/162/86). All subjects underwent a rich neuropsychological assessment. We focused on baseline memory and executive function-derived from multiple neuropsychological tests using confirmatory factor analysis-, baseline preclinical Alzheimer's cognitive composite 5 (PACC5) scores, and changes in PACC5 scores over the course of three years (ΔPACC5). RESULTS Subjects with hypertension or Aβ positivity presented the largest WMH volumes (pFDR < 0.05), with spatial overlap in the frontal (hypertension: 0.42 ± 0.17; Aβ: 0.46 ± 0.18), occipital (hypertension: 0.50 ± 0.16; Aβ: 0.50 ± 0.16), parietal lobes (hypertension: 0.57 ± 0.18; Aβ: 0.56 ± 0.20), corona radiata (hypertension: 0.45 ± 0.17; Aβ: 0.40 ± 0.13), optic radiation (hypertension: 0.39 ± 0.18; Aβ: 0.74 ± 0.19), and splenium of the corpus callosum (hypertension: 0.36 ± 0.12; Aβ: 0.28 ± 0.12). Elevated global and regional WMH volumes coincided with worse cognitive performance at baseline and over 3 years (pFDR < 0.05). Aβ positivity was negatively associated with cognitive performance (direct effect-memory: - 0.33 ± 0.08, pFDR < 0.001; executive: - 0.21 ± 0.08, pFDR < 0.001; PACC5: - 0.29 ± 0.09, pFDR = 0.006; ΔPACC5: - 0.34 ± 0.04, pFDR < 0.05). Splenial WMH mediated the relationship between hypertension and cognitive performance (indirect-only effect-memory: - 0.05 ± 0.02, pFDR = 0.029; executive: - 0.04 ± 0.02, pFDR = 0.067; PACC5: - 0.05 ± 0.02, pFDR = 0.030; ΔPACC5: - 0.09 ± 0.03, pFDR = 0.043) and WMH in the optic radiation partially mediated that between Aβ positivity and memory (indirect effect-memory: - 0.05 ± 0.02, pFDR = 0.029). CONCLUSIONS Posterior white matter is susceptible to hypertension and Aβ accumulation. Posterior WMH mediate the association between these pathologies and cognitive dysfunction, making them a promising target to tackle the downstream damage related to the potentially interacting and potentiating effects of the two pathologies. TRIAL REGISTRATION German Clinical Trials Register (DRKS00007966, 04/05/2015).
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Affiliation(s)
- Jose Bernal
- Institute of Cognitive Neurology and Dementia Research, Otto-Von-Guericke University Magdeburg, Magdeburg, Germany.
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Leipziger Str. 44, 39120, Magdeburg, Germany.
| | - Stefanie Schreiber
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Leipziger Str. 44, 39120, Magdeburg, Germany
- Department of Neurology, Medical Faculty, University Hospital Magdeburg, Magdeburg, Germany
| | - Inga Menze
- Institute of Cognitive Neurology and Dementia Research, Otto-Von-Guericke University Magdeburg, Magdeburg, Germany
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Leipziger Str. 44, 39120, Magdeburg, Germany
| | - Anna Ostendorf
- Institute of Cognitive Neurology and Dementia Research, Otto-Von-Guericke University Magdeburg, Magdeburg, Germany
| | - Malte Pfister
- Department of Neurology, Medical Faculty, University Hospital Magdeburg, Magdeburg, Germany
| | - Jonas Geisendörfer
- Department of Neurology, Medical Faculty, University Hospital Magdeburg, Magdeburg, Germany
| | - Aditya Nemali
- Institute of Cognitive Neurology and Dementia Research, Otto-Von-Guericke University Magdeburg, Magdeburg, Germany
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Leipziger Str. 44, 39120, Magdeburg, Germany
| | - Anne Maass
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Leipziger Str. 44, 39120, Magdeburg, Germany
| | - Renat Yakupov
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Leipziger Str. 44, 39120, Magdeburg, Germany
| | - Oliver Peters
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität Zu Berlin-Institute of Psychiatry and Psychotherapy, Berlin, Germany
| | - Lukas Preis
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität Zu Berlin-Institute of Psychiatry and Psychotherapy, Berlin, Germany
| | - Luisa Schneider
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität Zu Berlin-Institute of Psychiatry and Psychotherapy, Berlin, Germany
| | - Ana Lucia Herrera
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität Zu Berlin-Institute of Psychiatry and Psychotherapy, Berlin, Germany
| | - Josef Priller
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité - Universitätsmedizin Berlin, Berlin, Germany
- School of Medicine, Department of Psychiatry and Psychotherapy, Technical University of Munich, Munich, Germany
- University of Edinburgh and UK DRI, Edinburgh, UK
| | - Eike Jakob Spruth
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Slawek Altenstein
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Anja Schneider
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Clinic for Neurodegenerative Diseases and Geriatric Psychiatry, University of Bonn, Bonn, Germany
| | - Klaus Fliessbach
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Clinic for Neurodegenerative Diseases and Geriatric Psychiatry, University of Bonn, Bonn, Germany
| | - Jens Wiltfang
- German Center for Neurodegenerative Diseases (DZNE), Goettingen, Germany
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Goettingen, Germany
- Neurosciences and Signaling Group, Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Aveiro, Portugal
| | - Björn H Schott
- German Center for Neurodegenerative Diseases (DZNE), Goettingen, Germany
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Goettingen, Germany
| | - Ayda Rostamzadeh
- Department of Psychiatry, University of Cologne, Cologne, Germany
| | - Wenzel Glanz
- Institute of Cognitive Neurology and Dementia Research, Otto-Von-Guericke University Magdeburg, Magdeburg, Germany
| | - Katharina Buerger
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany
| | - Daniel Janowitz
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany
| | - Michael Ewers
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany
| | - Robert Perneczky
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy) Munich, Munich, Germany
- Ageing Epidemiology Research Unit (AGE), School of Public Health, Imperial College London, London, UK
- Sheffield Institute for Translational Neuroscience (SITraN), University of Sheffield, Sheffield, UK
| | - Boris-Stephan Rauchmann
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
| | - Stefan Teipel
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany
- Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany
| | - Ingo Kilimann
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany
- Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany
| | - Christoph Laske
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
- Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany
| | - Matthias H Munk
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
- Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany
| | - Annika Spottke
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Clinic for Neurodegenerative Diseases and Geriatric Psychiatry, University of Bonn, Bonn, Germany
| | - Nina Roy
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Laura Dobisch
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Leipziger Str. 44, 39120, Magdeburg, Germany
| | - Peter Dechent
- MR-Research in Neurosciences, Department of Cognitive Neurology, Georg-August-University Goettingen, Göttingen, Germany
| | - Klaus Scheffler
- Department for Biomedical Magnetic Resonance, University of Tübingen, Tübingen, Germany
| | - Stefan Hetzer
- Berlin Center for Advanced Neuroimaging, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Steffen Wolfsgruber
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Clinic for Neurodegenerative Diseases and Geriatric Psychiatry, University of Bonn, Bonn, Germany
| | - Luca Kleineidam
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Clinic for Neurodegenerative Diseases and Geriatric Psychiatry, University of Bonn, Bonn, Germany
| | - Matthias Schmid
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Institute for Medical Biometry, Informatics and Epidemiology, University Hospital Bonn, Bonn, Germany
| | - Moritz Berger
- Institute for Medical Biometry, Informatics and Epidemiology, University Hospital Bonn, Bonn, Germany
| | - Frank Jessen
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Department of Psychiatry, University of Cologne, Cologne, Germany
- Excellence Cluster On Cellular Stress Responses in Aging-Associated Diseases (CECAD), University of Cologne, Cologne, Germany
| | - Miranka Wirth
- German Center for Neurodegenerative Diseases (DZNE), Tatzberg 41, Dresden, 01307, Germany.
| | - Emrah Düzel
- Institute of Cognitive Neurology and Dementia Research, Otto-Von-Guericke University Magdeburg, Magdeburg, Germany
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Leipziger Str. 44, 39120, Magdeburg, Germany
- Institute of Cognitive Neuroscience, University College London, London, UK
| | - Gabriel Ziegler
- Institute of Cognitive Neurology and Dementia Research, Otto-Von-Guericke University Magdeburg, Magdeburg, Germany
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Leipziger Str. 44, 39120, Magdeburg, Germany
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Heikkinen AL, Paajanen TI, Hublin C, Valtonen T, Krüger J, Tikkanen V, Saari T, Koivisto AM, Hänninen T, Remes AM. The Cognitive Function at Work Questionnaire in memory clinic setting: a validation study. J Clin Exp Neuropsychol 2023; 45:365-376. [PMID: 37561064 DOI: 10.1080/13803395.2023.2239508] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Accepted: 07/14/2023] [Indexed: 08/11/2023]
Abstract
INTRODUCTION As there is a trend toward more people seeking medical help due to cognitive symptoms, validated and targeted questionnaires are increasingly important in the clinical evaluation process. The Cognitive Function at Work Questionnaire (CFWQ) was developed to identify and rate subjective cognitive symptoms of individuals active in working life. However, its psychometric characteristics have not been previously studied in a memory clinic setting. METHOD The factorial structure, internal consistency, test-retest reliability, and convergent validity of the CFWQ were studied in a memory clinic setting (N = 113). We also investigated the instrument's ability to identify cognitive symptoms in a cohort of early-onset dementia (EOD, N = 22), mild cognitive impairment-neurological (MCI-n, N = 18), MCI due to mood, sleep, or other physical health problems (MCI-o, N = 59), and subjective cognitive decline (SCD, N = 14) patients. RESULTS Based on factor analysis, eight cognitive subscales were identified covering main cognitive domains: Memory, Language, Executive Function, Speed of Processing, Cognitive Control, Name Memory, Visuospatial/Praxis and Attention. The internal consistency (α = .93) and the test-retest reliability (ICC = .91) were high. Several correlations (r = .19 - .33, p < .05) were documented between neuropsychological impairment level and CFWQ scores. EOD, MCI-n, MCI-o, and SCD groups did not differ statistically significantly in the levels of cognitive symptoms as measured by the CFWQ Total score. EOD group scored higher (p = .009) than other patient groups on the Visuospatial/Praxis subscale, but the difference between EOD and MCI-o groups turned insignificant after correcting for multiple testing. CONCLUSIONS The results of the study support the validity and reliability characteristics of the CFWQ in a memory clinic setting. The instrument is easy-to-use and has clinical utility in capturing the subjective cognitive symptoms of patients active in working life and who need a referral to a more detailed evaluation.
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Affiliation(s)
- Anna-Leena Heikkinen
- Research Unit of Clinical Medicine, Neurology, University of Oulu, Oulu, Finland
- MRC, Oulu University Hospital, Oulu, Finland
- Neurocenter, Neurology, Oulu University Hospital, Oulu, Finland
- Work Ability and Working Careers, Finnish Institute of Occupational Health, Helsinki, Finland
| | - Teemu I Paajanen
- Work Ability and Working Careers, Finnish Institute of Occupational Health, Helsinki, Finland
| | - Christer Hublin
- Work Ability and Working Careers, Finnish Institute of Occupational Health, Helsinki, Finland
| | - Teppo Valtonen
- Work Ability and Working Careers, Finnish Institute of Occupational Health, Helsinki, Finland
| | - Johanna Krüger
- Research Unit of Clinical Medicine, Neurology, University of Oulu, Oulu, Finland
- MRC, Oulu University Hospital, Oulu, Finland
- Neurocenter, Neurology, Oulu University Hospital, Oulu, Finland
| | - Veera Tikkanen
- Research Unit of Clinical Medicine, Neurology, University of Oulu, Oulu, Finland
- MRC, Oulu University Hospital, Oulu, Finland
- Neurocenter, Neurology, Oulu University Hospital, Oulu, Finland
| | - Toni Saari
- Neurocenter, Neurology, Kuopio University Hospital, Kuopio, Finland
- Unit of Neurology, Institute of Clinical Medicine, University of Eastern Finland, Kuopio, Finland
| | - Anne M Koivisto
- Neurocenter, Neurology, Kuopio University Hospital, Kuopio, Finland
- Unit of Neurology, Institute of Clinical Medicine, University of Eastern Finland, Kuopio, Finland
- Department of Geriatrics, Helsinki University Hospital, Helsinki, Finland
- Clinical Neurosciences, University of Helsinki, Helsinki, Finland
| | - Tuomo Hänninen
- Neurocenter, Neurology, Kuopio University Hospital, Kuopio, Finland
| | - Anne M Remes
- Research Unit of Clinical Medicine, Neurology, University of Oulu, Oulu, Finland
- MRC, Oulu University Hospital, Oulu, Finland
- Neurocenter, Neurology, Oulu University Hospital, Oulu, Finland
- Clinical Neurosciences, University of Helsinki, Helsinki, Finland
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32
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Lassi M, Fabbiani C, Mazzeo S, Burali R, Vergani AA, Giacomucci G, Moschini V, Morinelli C, Emiliani F, Scarpino M, Bagnoli S, Ingannato A, Nacmias B, Padiglioni S, Micera S, Sorbi S, Grippo A, Bessi V, Mazzoni A. Degradation of EEG microstates patterns in subjective cognitive decline and mild cognitive impairment: Early biomarkers along the Alzheimer's Disease continuum? Neuroimage Clin 2023; 38:103407. [PMID: 37094437 PMCID: PMC10149415 DOI: 10.1016/j.nicl.2023.103407] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Revised: 03/29/2023] [Accepted: 04/14/2023] [Indexed: 04/26/2023]
Abstract
Alzheimer's disease (AD) pathological changes may begin up to decades earlier than the appearance of the first symptoms of cognitive decline. Subjective cognitive decline (SCD) could be the first pre-clinical sign of possible AD, which might be followed by mild cognitive impairment (MCI), the initial stage of clinical cognitive decline. However, the neural correlates of these prodromic stages are not completely clear yet. Recent studies suggest that EEG analysis tools characterizing the cortical activity as a whole, such as microstates and cortical regions connectivity, might support a characterization of SCD and MCI conditions. Here we test this approach by performing a broad set of analyses to identify the prominent EEG markers differentiating SCD (n = 57), MCI (n = 46) and healthy control subjects (HC, n = 19). We found that the salient differences were in the temporal structure of the microstates patterns, with MCI being associated with less complex sequences due to the altered transition probability, frequency and duration of canonic microstate C. Spectral content of EEG, network connectivity, and spatial arrangement of microstates were instead largely similar in the three groups. Interestingly, comparing properties of EEG microstates in different cerebrospinal fluid (CSF) biomarkers profiles, we found that canonic microstate C displayed significant differences in topography in AD-like profile. These results show that the progression of dementia might be associated with a degradation of the cortical organization captured by microstates analysis, and that this leads to altered transitions between cortical states. Overall, our approach paves the way for the use of non-invasive EEG recordings in the identification of possible biomarkers of progression to AD from its prodromal states.
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Affiliation(s)
- Michael Lassi
- The BioRobotics Institute and Department of Excellence in Robotics and AI, Sant'Anna School of Advanced Studies, viale Rinaldo Piaggio 34, 56025 Pisa, Italy
| | - Carlo Fabbiani
- IRCCS Fondazione Don Carlo Gnocchi, via di Scandicci, 269, 50143 Florence, Italy
| | - Salvatore Mazzeo
- IRCCS Fondazione Don Carlo Gnocchi, via di Scandicci, 269, 50143 Florence, Italy; Department of Neuroscience, Psychology, Drug Research and Child Health, University of Florence, Careggi University Hospital, viale Gaetano Pieraccini, 6, 50139 Florence, Italy
| | - Rachele Burali
- IRCCS Fondazione Don Carlo Gnocchi, via di Scandicci, 269, 50143 Florence, Italy
| | - Alberto Arturo Vergani
- The BioRobotics Institute and Department of Excellence in Robotics and AI, Sant'Anna School of Advanced Studies, viale Rinaldo Piaggio 34, 56025 Pisa, Italy
| | - Giulia Giacomucci
- Department of Neuroscience, Psychology, Drug Research and Child Health, University of Florence, Careggi University Hospital, viale Gaetano Pieraccini, 6, 50139 Florence, Italy
| | - Valentina Moschini
- Department of Neuroscience, Psychology, Drug Research and Child Health, University of Florence, Careggi University Hospital, viale Gaetano Pieraccini, 6, 50139 Florence, Italy
| | - Carmen Morinelli
- Dipartimento Neuromuscolo-scheletrico e degli organi di senso, Careggi University Hospital, 50134 Florence, Italy
| | - Filippo Emiliani
- Department of Neuroscience, Psychology, Drug Research and Child Health, University of Florence, Careggi University Hospital, viale Gaetano Pieraccini, 6, 50139 Florence, Italy
| | - Maenia Scarpino
- IRCCS Fondazione Don Carlo Gnocchi, via di Scandicci, 269, 50143 Florence, Italy
| | - Silvia Bagnoli
- Department of Neuroscience, Psychology, Drug Research and Child Health, University of Florence, Careggi University Hospital, viale Gaetano Pieraccini, 6, 50139 Florence, Italy
| | - Assunta Ingannato
- Department of Neuroscience, Psychology, Drug Research and Child Health, University of Florence, Careggi University Hospital, viale Gaetano Pieraccini, 6, 50139 Florence, Italy
| | - Benedetta Nacmias
- IRCCS Fondazione Don Carlo Gnocchi, via di Scandicci, 269, 50143 Florence, Italy; Department of Neuroscience, Psychology, Drug Research and Child Health, University of Florence, Careggi University Hospital, viale Gaetano Pieraccini, 6, 50139 Florence, Italy
| | - Sonia Padiglioni
- Regional Referral Centre for Relational Criticalities - Tuscany Region, 50139 Florence, Italy
| | - Silvestro Micera
- The BioRobotics Institute and Department of Excellence in Robotics and AI, Sant'Anna School of Advanced Studies, viale Rinaldo Piaggio 34, 56025 Pisa, Italy; Bertarelli Foundation Chair in Translational Neuroengineering, Centre for Neuroprosthetics and Institute of Bioengineering, School of Engineering, École Polytechnique Fédérale de Lausanne (EPFL), 1015 Lausanne, Switzerland
| | - Sandro Sorbi
- IRCCS Fondazione Don Carlo Gnocchi, via di Scandicci, 269, 50143 Florence, Italy; Department of Neuroscience, Psychology, Drug Research and Child Health, University of Florence, Careggi University Hospital, viale Gaetano Pieraccini, 6, 50139 Florence, Italy
| | - Antonello Grippo
- IRCCS Fondazione Don Carlo Gnocchi, via di Scandicci, 269, 50143 Florence, Italy
| | - Valentina Bessi
- Department of Neuroscience, Psychology, Drug Research and Child Health, University of Florence, Careggi University Hospital, viale Gaetano Pieraccini, 6, 50139 Florence, Italy
| | - Alberto Mazzoni
- The BioRobotics Institute and Department of Excellence in Robotics and AI, Sant'Anna School of Advanced Studies, viale Rinaldo Piaggio 34, 56025 Pisa, Italy.
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Ballarini T, Kuhn E, Röske S, Altenstein S, Bartels C, Buchholz F, Buerger K, Dechent P, Dobisch L, Ewers M, Fliessbach K, Freiesleben SD, Frommann I, Gabelin T, Glanz W, Görß D, Haynes JD, Incesoy EI, Janowitz D, Kilimann I, Kleineidam L, Kobeleva X, Laske C, Lohse A, Maier F, Munk MH, Perneczky R, Peters O, Priller J, Rauchmann BS, Roy N, Scheffler K, Schneider A, Schott BH, Spottke A, Spruth EJ, Teipel S, Wiltfang J, Wolfsgruber S, Düzel E, Jessen F, Wagner M. Linking early-life bilingualism and cognitive advantage in older adulthood. Neurobiol Aging 2023; 124:18-28. [PMID: 36706574 DOI: 10.1016/j.neurobiolaging.2022.12.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Revised: 12/06/2022] [Accepted: 12/11/2022] [Indexed: 12/15/2022]
Abstract
Previous studies have identified bilingualism as a protective factor against dementia. Here we aimed to test whether being bilingual at different life stages impacts cognition and brain structure in older adulthood. We included 746 participants from the DZNE-Longitudinal Cognitive Impairment and Dementia Study (DELCODE). Assessment of bilingualism at 3 life stages (early: 13-30, middle: 30-65 and late: over 65 years old) was determined with the Lifetime of Experiences Questionnaire. Individuals reporting bilingualism (i.e., daily use of L2) in the early life stage outperformed monolinguals on learning & memory, working-memory, executive functions and language. Bilingualism in middle life stage showed a significant advantage on learning & memory, while no effect of bilingualism in old life stage was identified. Brain gray matter volume was not associated with L2 use and did not differ between groups. However, stronger correlations between brain gray matter volume in selected brain regions and cognitive performance were found in bilingual participants in the early and middle life stages. Our results indicate that bilingualism in early life might provide a long-lasting protective effect on cognition and shape the brain to sustain cognitive performance in older adulthood.
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Affiliation(s)
| | - Elizabeth Kuhn
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Sandra Röske
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Slawek Altenstein
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany; Department of Psychiatry and Psychotherapy, Charité, Berlin, Germany
| | - Claudia Bartels
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Goettingen, Germany
| | - Friederike Buchholz
- Department of Psychiatry, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Katharina Buerger
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany; Institute for Stroke and Dementia Research (ISD), University Hospital, LMU, Munich, Germany
| | - Peter Dechent
- MR-Research in Neurosciences, Department of Cognitive Neurology, Georg-August-University Goettingen, Goettingen, Germany
| | - Laura Dobisch
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany; Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Magdeburg, Germany
| | - Michael Ewers
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany; Institute for Stroke and Dementia Research (ISD), University Hospital, LMU, Munich, Germany
| | - Klaus Fliessbach
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany; Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, Bonn, Germany
| | - Silka Dawn Freiesleben
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany; Department of Psychiatry, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Ingo Frommann
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany; Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, Bonn, Germany
| | - Tatjana Gabelin
- Department of Psychiatry, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Wenzel Glanz
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - Doreen Görß
- Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany
| | - John Dylan Haynes
- Bernstein Center for Computational Neuroscience, Charité - Universitätsmedizin, Berlin, Germany
| | - Enise I Incesoy
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - Daniel Janowitz
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU, Munich, Germany
| | - Ingo Kilimann
- Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany; German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany
| | - Luca Kleineidam
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Xenia Kobeleva
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Christoph Laske
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany; Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany
| | - Andrea Lohse
- Department of Psychiatry and Psychotherapy, Charité, Berlin, Germany
| | - Franziska Maier
- Department of Psychiatry, Medical Faculty, University of Cologne, Cologne, Germany
| | - Matthias H Munk
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany; Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany
| | - Robert Perneczky
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany; Department of Psychiatry and Psychotherapy, University Hospital, LMU, Munich, Germany; Munich Cluster for Systems Neurology (SyNergy), Munich, Germany; Ageing Epidemiology Research Unit (AGE), School of Public Health, Imperial College London, London, UK
| | - Oliver Peters
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany; Department of Psychiatry, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Josef Priller
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany; Department of Psychiatry and Psychotherapy, Charité, Berlin, Germany; Department of Psychiatry and Psychotherapy, School of Medicine, Technical University of Munich, Munich, Germany; University of Edinburgh and UK DRI, Edinburgh, UK
| | | | - Nina Roy
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Klaus Scheffler
- Department for Biomedical Magnetic Resonance, University of Tübingen, Tübingen, Germany
| | - Anja Schneider
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany; Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, Bonn, Germany
| | - Björn H Schott
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE), Goettingen, Germany; Leibniz Institute for Neurobiology, Magdeburg, Germany
| | - Annika Spottke
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany; Department of Neurology, University of Bonn, Bonn, Germany
| | - Eike Jakob Spruth
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany; Department of Psychiatry and Psychotherapy, Charité, Berlin, Germany
| | - Stefan Teipel
- Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany; German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany
| | - Jens Wiltfang
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE), Goettingen, Germany; Department of Medical Sciences, Neurosciences and Signaling Group, Institute of Biomedicine (iBiMED), University of Aveiro, Portugal
| | - Steffen Wolfsgruber
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany; Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, Bonn, Germany
| | - Emrah Düzel
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany; Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Magdeburg, Germany
| | - Frank Jessen
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany; Department of Psychiatry, Medical Faculty, University of Cologne, Cologne, Germany; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), University of Cologne, Cologne, Germany
| | - Michael Wagner
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany; Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, Bonn, Germany
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34
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Heinzinger N, Maass A, Berron D, Yakupov R, Peters O, Fiebach J, Villringer K, Preis L, Priller J, Spruth EJ, Altenstein S, Schneider A, Fliessbach K, Wiltfang J, Bartels C, Jessen F, Maier F, Glanz W, Buerger K, Janowitz D, Perneczky R, Rauchmann BS, Teipel S, Killimann I, Göerß D, Laske C, Munk MH, Spottke A, Roy N, Heneka MT, Brosseron F, Dobisch L, Ewers M, Dechent P, Haynes JD, Scheffler K, Wolfsgruber S, Kleineidam L, Schmid M, Berger M, Düzel E, Ziegler G. Exploring the ATN classification system using brain morphology. Alzheimers Res Ther 2023; 15:50. [PMID: 36915139 PMCID: PMC10009950 DOI: 10.1186/s13195-023-01185-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Accepted: 02/08/2023] [Indexed: 03/16/2023]
Abstract
BACKGROUND The NIA-AA proposed amyloid-tau-neurodegeneration (ATN) as a classification system for AD biomarkers. The amyloid cascade hypothesis (ACH) implies a sequence across ATN groups that patients might undergo during transition from healthy towards AD: A-T-N-➔A+T-N-➔A+T+N-➔A+T+N+. Here we assess the evidence for monotonic brain volume decline for this particular (amyloid-conversion first, tau-conversion second, N-conversion last) and alternative progressions using voxel-based morphometry (VBM) in a large cross-sectional MRI cohort. METHODS We used baseline data of the DELCODE cohort of 437 subjects (127 controls, 168 SCD, 87 MCI, 55 AD patients) which underwent lumbar puncture, MRI scanning, and neuropsychological assessment. ATN classification was performed using CSF-Aβ42/Aβ40 (A+/-), CSF phospho-tau (T+/-), and adjusted hippocampal volume or CSF total-tau (N+/-). We compared voxel-wise model evidence for monotonic decline of gray matter volume across various sequences over ATN groups using the Bayesian Information Criterion (including also ROIs of Braak stages). First, face validity of the ACH transition sequence A-T-N-➔A+T-N-➔A+T+N-➔A+T+N+ was compared against biologically less plausible (permuted) sequences among AD continuum ATN groups. Second, we evaluated evidence for 6 monotonic brain volume progressions from A-T-N- towards A+T+N+ including also non-AD continuum ATN groups. RESULTS The ACH-based progression A-T-N-➔A+T-N-➔A+T+N-➔A+T+N+ was consistent with cognitive decline and clinical diagnosis. Using hippocampal volume for operationalization of neurodegeneration (N), ACH was most evident in 9% of gray matter predominantly in the medial temporal lobe. Many cortical regions suggested alternative non-monotonic volume progressions over ACH progression groups, which is compatible with an early amyloid-related tissue expansion or sampling effects, e.g., due to brain reserve. Volume decline in 65% of gray matter was consistent with a progression where A status converts before T or N status (i.e., ACH/ANT) when compared to alternative sequences (TAN/TNA/NAT/NTA). Brain regions earlier affected by tau tangle deposition (Braak stage I-IV, MTL, limbic system) present stronger evidence for volume decline than late Braak stage ROIs (V/VI, cortical regions). Similar findings were observed when using CSF total-tau for N instead. CONCLUSION Using the ATN classification system, early amyloid status conversion (before tau and neurodegeneration) is associated with brain volume loss observed during AD progression. The ATN system and the ACH are compatible with monotonic progression of MTL atrophy. TRIAL REGISTRATION DRKS00007966, 04/05/2015, retrospectively registered.
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Affiliation(s)
- Nils Heinzinger
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany. .,Institute of Cognitive Neurology and Dementia Research (IKND), University Hospital Magdeburg, Otto-von-Guericke University, Leipziger Str. 44, 39120, Magdeburg, Germany.
| | - Anne Maass
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.,Institute of Cognitive Neurology and Dementia Research (IKND), University Hospital Magdeburg, Otto-von-Guericke University, Leipziger Str. 44, 39120, Magdeburg, Germany
| | - David Berron
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.,Institute of Cognitive Neurology and Dementia Research (IKND), University Hospital Magdeburg, Otto-von-Guericke University, Leipziger Str. 44, 39120, Magdeburg, Germany
| | - Renat Yakupov
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.,Institute of Cognitive Neurology and Dementia Research (IKND), University Hospital Magdeburg, Otto-von-Guericke University, Leipziger Str. 44, 39120, Magdeburg, Germany
| | - Oliver Peters
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany.,Department of Psychiatry, Charité-Universitätsmedizin Berlin, Campus Benjamin Franklin, Berlin, Germany
| | - Jochen Fiebach
- Center for Stroke Research Berlin, Charité-Universitätsmedizin, Berlin, Germany
| | - Kersten Villringer
- Center for Stroke Research Berlin, Charité-Universitätsmedizin, Berlin, Germany
| | - Lukas Preis
- Department of Psychiatry, Charité-Universitätsmedizin Berlin, Campus Benjamin Franklin, Berlin, Germany
| | - Josef Priller
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany.,Department of Psychiatry and Psychotherapy, Charité, Berlin, Germany.,Department of Psychiatry and Psychotherapy, School of Medicine, Technical University of Munich, Munich, Germany.,University of Edinburgh and UK DRI, Edinburgh, UK
| | - Eike Jacob Spruth
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany.,Department of Psychiatry and Psychotherapy, Charité, Berlin, Germany
| | - Slawek Altenstein
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany.,Department of Psychiatry and Psychotherapy, Charité, Berlin, Germany
| | - Anja Schneider
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,Department of Neurodegenerative Diseases and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, Bonn, Germany
| | - Klaus Fliessbach
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,Department of Neurodegenerative Diseases and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, Bonn, Germany
| | - Jens Wiltfang
- German Center for Neurodegenerative Diseases (DZNE), Göttingen, Germany.,Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, University of Göttingen, Göttingen, Germany.,Department of Medical Sciences, Neurosciences and Signaling Group, Institute of Biomedicine (iBiMED), University of Aveiro, Aveiro, Portugal
| | - Claudia Bartels
- Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, University of Göttingen, Göttingen, Germany
| | - Frank Jessen
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,Department of Psychiatry, Medical Faculty, University of Cologne, Cologne, Germany.,Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), University of Cologne, Cologne, Germany
| | - Franziska Maier
- Department of Psychiatry, Medical Faculty, University of Cologne, Cologne, Germany
| | - Wenzel Glanz
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - Katharina Buerger
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany.,Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany
| | - Daniel Janowitz
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany
| | - Robert Perneczky
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany.,Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany.,Munich Cluster for Systems Neurology (SyNergy), Munich, Germany.,Ageing Epidemiology Research Unit (AGE), School of Public Health, Imperial College London, London, UK
| | - Boris-Stephan Rauchmann
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
| | - Stefan Teipel
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany.,Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany
| | - Ingo Killimann
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany.,Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany
| | - Doreen Göerß
- Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany
| | - Christoph Laske
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany.,Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany
| | - Matthias H Munk
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany.,Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany
| | - Annika Spottke
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,Department of Neurology, University of Bonn, Bonn, Germany
| | - Nina Roy
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Michael T Heneka
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,Department of Neurodegenerative Diseases and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, Bonn, Germany
| | - Frederic Brosseron
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,Department of Neurodegenerative Diseases and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, Bonn, Germany
| | - Laura Dobisch
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - Michael Ewers
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
| | - Peter Dechent
- MR-Research in Neurosciences, Department of Cognitive Neurology, Georg-August-University Göttingen, Göttingen, Germany
| | - John Dylan Haynes
- Bernstein Center for Computational Neuroscience, Charité-Universitätsmedizin, Berlin, Germany
| | - Klaus Scheffler
- Department for Biomedical Magnetic Resonance, University of Tübingen, Tübingen, Germany
| | - Steffen Wolfsgruber
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,Department of Neurodegenerative Diseases and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, Bonn, Germany
| | - Luca Kleineidam
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Matthias Schmid
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,Institute for Medical Biometry, University Hospital Bonn, Bonn, Germany
| | - Moritz Berger
- Institute for Medical Biometry, University Hospital Bonn, Bonn, Germany
| | - Emrah Düzel
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.,Institute of Cognitive Neurology and Dementia Research (IKND), University Hospital Magdeburg, Otto-von-Guericke University, Leipziger Str. 44, 39120, Magdeburg, Germany
| | - Gabriel Ziegler
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.,Institute of Cognitive Neurology and Dementia Research (IKND), University Hospital Magdeburg, Otto-von-Guericke University, Leipziger Str. 44, 39120, Magdeburg, Germany
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Ersoezlue E, Perneczky R, Tato M, Utecht J, Kurz C, Häckert J, Guersel S, Burow L, Koller G, Stoecklein S, Keeser D, Papazov B, Totzke M, Ballarini T, Brosseron F, Buerger K, Dechent P, Dobisch L, Ewers M, Fliessbach K, Glanz W, Haynes JD, Heneka MT, Janowitz D, Kilimann I, Kleineidam L, Laske C, Maier F, Munk MH, Peters O, Priller J, Ramirez A, Roeske S, Roy N, Scheffler K, Schneider A, Schott BH, Spottke A, Spruth EJ, Teipel S, Unterfeld C, Wagner M, Wang X, Wiltfang J, Wolfsgruber S, Yakupov R, Duezel E, Jessen F, Rauchmann BS. A Residual Marker of Cognitive Reserve Is Associated with Resting-State Intrinsic Functional Connectivity Along the Alzheimer's Disease Continuum. J Alzheimers Dis 2023; 92:925-940. [PMID: 36806502 DOI: 10.3233/jad-220464] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/19/2023]
Abstract
BACKGROUND Cognitive reserve (CR) explains inter-individual differences in the impact of the neurodegenerative burden on cognitive functioning. A residual model was proposed to estimate CR more accurately than previous measures. However, associations between residual CR markers (CRM) and functional connectivity (FC) remain unexplored. OBJECTIVE To explore the associations between the CRM and intrinsic network connectivity (INC) in resting-state networks along the neuropathological-continuum of Alzheimer's disease (ADN). METHODS Three hundred eighteen participants from the DELCODE cohort were stratified using cerebrospinal fluid biomarkers according to the A(myloid-β)/T(au)/N(eurodegeneration) classification. CRM was calculated utilizing residuals obtained from a multilinear regression model predicting cognition from markers of disease burden. Using an independent component analysis in resting-state fMRI data, we measured INC of resting-state networks, i.e., default mode network (DMN), frontoparietal network (FPN), salience network (SAL), and dorsal attention network. The associations of INC with a composite memory score and CRM and the associations of CRM with the seed-to-voxel functional connectivity of memory-related were tested in general linear models. RESULTS CRM was positively associated with INC in the DMN in the entire cohort. The A+T+N+ group revealed an anti-correlation between the SAL and the DMN. Furthermore, CRM was positively associated with anti-correlation between memory-related regions in FPN and DMN in ADN and A+T/N+. CONCLUSION Our results provide evidence that INC is associated with CRM in ADN defined as participants with amyloid pathology with or without cognitive symptoms, suggesting that the neural correlates of CR are mirrored in network FC in resting-state.
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Affiliation(s)
- Ersin Ersoezlue
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Germany.,Department of Gerontopsychiatry and Developmental Disorders, kbo-Isar-Amper-Klinikum Haar, University Teaching Hospital of LMU Munich, Germany
| | - Robert Perneczky
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Germany.,German Center for Neurodegenerative Diseases (DZNE) Munich, Germany.,Ageing Epidemiology (AGE) Research Unit, School of Public Health, Imperial College, London, UK.,Munich Cluster for Systems Neurology (SyNergy), Munich, Germany.,Sheffield Institute for Translational Neurology (SITraN), University of Sheffield, Sheffield, UK
| | - Maia Tato
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Germany
| | - Julia Utecht
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Germany
| | - Carolin Kurz
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Germany
| | - Jan Häckert
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Germany
| | - Selim Guersel
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Germany
| | - Lena Burow
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Germany
| | - Gabriele Koller
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Germany
| | - Sophia Stoecklein
- Sheffield Institute for Translational Neurology (SITraN), University of Sheffield, Sheffield, UK
| | - Daniel Keeser
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Germany.,Sheffield Institute for Translational Neurology (SITraN), University of Sheffield, Sheffield, UK
| | - Boris Papazov
- Sheffield Institute for Translational Neurology (SITraN), University of Sheffield, Sheffield, UK
| | - Marie Totzke
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Germany
| | | | | | - Katharina Buerger
- German Center for Neurodegenerative Diseases (DZNE Munich), Munich, Germany.,Institute for Stroke and Dementia Research (ISD), University Hospital LMU Munich, Germany
| | - Peter Dechent
- MR-Research in Neurosciences Department of Cognitive Neurology, Georg-August-University Goettingen, Germany
| | - Laura Dobisch
- German Center for Neurodegenerative Diseases (DZNE) Magdeburg, Germany.,Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University Magdeburg, Germany
| | - Michael Ewers
- German Center for Neurodegenerative Diseases (DZNE Munich), Munich, Germany.,Institute for Stroke and Dementia Research (ISD), University Hospital LMU Munich, Germany
| | - Klaus Fliessbach
- German Center for Neurodegenerative Diseases (DZNE) Bonn, Germany.,Medical Center of Neurodegenerative Disease and Geriatric Psychiatry, University of Bonn, Germany
| | - Wenzel Glanz
- German Center for Neurodegenerative Diseases (DZNE) Magdeburg, Germany
| | - John Dylan Haynes
- Bernstein Center for Computational Neuroscience Charité - Universitätsmedizin Berlin, Germany
| | - Michael T Heneka
- German Center for Neurodegenerative Diseases (DZNE) Bonn, Germany.,Medical Center of Neurodegenerative Disease and Geriatric Psychiatry, University of Bonn, Germany
| | - Daniel Janowitz
- Institute for Stroke and Dementia Research (ISD), University Hospital LMU Munich, Germany
| | - Ingo Kilimann
- German Center for Neurodegenerative Diseases (DZNE) Rostock, Germany.,Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany
| | - Luca Kleineidam
- German Center for Neurodegenerative Diseases (DZNE) Bonn, Germany
| | - Christoph Laske
- German Center for Neurodegenerative Diseases (DZNE) Tübingen, Germany.,Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany
| | - Franziska Maier
- Department of Psychiatry, Medical Faculty of University of Cologne, Germany
| | - Matthias H Munk
- German Center for Neurodegenerative Diseases (DZNE) Tübingen, Germany.,Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany
| | - Oliver Peters
- Department of Psychiatry, Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany.,German Center for Neurodegenerative Diseases (DZNE) Berlin, Germany
| | - Josef Priller
- Department of Psychiatry and Psychotherapy, Charité Berlin, Germany.,Department of Psychiatry and Psychotherapy, School of Medicine Technical University of Munich, Germany.,University of Edinburgh and UK DRI Edinburgh, UK
| | - Alfredo Ramirez
- German Center for Neurodegenerative Diseases (DZNE) Bonn, Germany.,Medical Center of Neurodegenerative Disease and Geriatric Psychiatry, University of Bonn, Germany.,Division of Neurogenetics and Molecular Psychiatry, Department of Psychiatry and Psychotherapy, Faculty of Medicine and University Hospital Cologne, Germany.,Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases, San Antonio, TX, USA
| | - Sandra Roeske
- German Center for Neurodegenerative Diseases (DZNE) Bonn, Germany
| | - Nina Roy
- German Center for Neurodegenerative Diseases (DZNE) Bonn, Germany
| | - Klaus Scheffler
- Department for Biomedical Magnetic Resonance, University of Tübingen, Germany
| | - Anja Schneider
- German Center for Neurodegenerative Diseases (DZNE) Bonn, Germany.,Medical Center of Neurodegenerative Disease and Geriatric Psychiatry, University of Bonn, Germany
| | - Björn H Schott
- German Center for Neurodegenerative Diseases (DZNE) Goettingen, Germany.,Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Germany.,Leibniz Institute for Neurobiology, Magdeburg, Germany
| | - Annika Spottke
- German Center for Neurodegenerative Diseases (DZNE) Bonn, Germany.,Department of Neurology, University of Bonn, Germany
| | - Eike J Spruth
- German Center for Neurodegenerative Diseases (DZNE) Berlin, Germany.,Department of Psychiatry and Psychotherapy, Charité Berlin, Germany
| | - Stefan Teipel
- German Center for Neurodegenerative Diseases (DZNE) Rostock, Germany.,Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany
| | - Chantal Unterfeld
- Department of Psychiatry, Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany
| | - Michael Wagner
- German Center for Neurodegenerative Diseases (DZNE) Bonn, Germany.,Medical Center of Neurodegenerative Disease and Geriatric Psychiatry, University of Bonn, Germany
| | - Xiao Wang
- Department of Psychiatry, Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany
| | - Jens Wiltfang
- German Center for Neurodegenerative Diseases (DZNE) Goettingen, Germany.,Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Germany.,Neurosciences and Signaling Group, Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal
| | - Steffen Wolfsgruber
- German Center for Neurodegenerative Diseases (DZNE) Bonn, Germany.,Medical Center of Neurodegenerative Disease and Geriatric Psychiatry, University of Bonn, Germany
| | - Renat Yakupov
- German Center for Neurodegenerative Diseases (DZNE) Magdeburg, Germany
| | - Emrah Duezel
- German Center for Neurodegenerative Diseases (DZNE) Magdeburg, Germany.,Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University Magdeburg, Germany
| | - Frank Jessen
- German Center for Neurodegenerative Diseases (DZNE) Bonn, Germany.,Department of Psychiatry, Medical Faculty of University of Cologne, Germany.,Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) University of Cologne, Germany
| | - Boris-Stephan Rauchmann
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Germany.,German Center for Neurodegenerative Diseases (DZNE) Munich, Germany.,Sheffield Institute for Translational Neurology (SITraN), University of Sheffield, Sheffield, UK.,Department of Neuroradiology, University Hospital, LMU Munich, Germany
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36
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Jessen F, Wolfsgruber S, Kleineindam L, Spottke A, Altenstein S, Bartels C, Berger M, Brosseron F, Daamen M, Dichgans M, Dobisch L, Ewers M, Fenski F, Fliessbach K, Freiesleben SD, Glanz W, Görß D, Gürsel S, Janowitz D, Kilimann I, Kobeleva X, Lohse A, Maier F, Metzger C, Munk M, Preis L, Sanzenbacher C, Spruth E, Rauchmann B, Vukovich R, Yakupov R, Weyrauch AS, Ziegler G, Schmid M, Laske C, Perneczky R, Schneider A, Wiltfang J, Teipel S, Bürger K, Priller J, Peters O, Ramirez A, Boecker H, Heneka MT, Wagner M, Düzel E. Subjective cognitive decline and stage 2 of Alzheimer disease in patients from memory centers. Alzheimers Dement 2023; 19:487-497. [PMID: 35451563 DOI: 10.1002/alz.12674] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Revised: 01/22/2022] [Accepted: 02/17/2022] [Indexed: 11/06/2022]
Abstract
INTRODUCTION It is uncertain whether subjective cognitive decline (SCD) in individuals who seek medical help serves the identification of the initial symptomatic stage 2 of the Alzheimer's disease (AD) continuum. METHODS Cross-sectional and longitudinal data from the multicenter, memory clinic-based DELCODE study. RESULTS The SCD group showed slightly worse cognition as well as more subtle functional and behavioral symptoms than the control group (CO). SCD-A+ cases (39.3% of all SCD) showed greater hippocampal atrophy, lower cognitive and functional performance, and more behavioral symptoms than CO-A+. Amyloid concentration in the CSF had a greater effect on longitudinal cognitive decline in SCD than in the CO group. DISCUSSION Our data suggests that SCD serves the identification of stage 2 of the AD continuum and that stage 2, operationalized as SCD-A+, is associated with subtle, but extended impact of AD pathology in terms of neurodegeneration, symptoms and clinical progression.
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Affiliation(s)
- Frank Jessen
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,Department of Psychiatry, University of Cologne, Medical Faculty, Cologne, Germany
| | - Steffen Wolfsgruber
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,Department of Neurodegenerative Diseases and Gerontopsychiatry, University of Bonn, Bonn, Germany
| | - Luca Kleineindam
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,Department of Neurodegenerative Diseases and Gerontopsychiatry, University of Bonn, Bonn, Germany
| | - Annika Spottke
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,Department of Neurology, University of Bonn, Bonn, Germany
| | - Slawek Altenstein
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany.,Department of Neuropsychiatry, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Claudia Bartels
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, Goettingen, Germany
| | - Moritz Berger
- Institute for Medical Biometry, University of Bonn, Bonn, Germany
| | | | - Marcel Daamen
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,Department of Radiology, University of Bonn, Bonn, Germany
| | - Martin Dichgans
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany.,Institute for Stroke and Dementia Research, Klinikum der Universität München, Munich, Germany
| | - Laura Dobisch
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.,Institute for Cognitive Neurology and Dementia Research, University of Magdeburg, Magdeburg, Germany
| | - Michael Ewers
- Institute for Stroke and Dementia Research, Klinikum der Universität München, Munich, Germany
| | - Friederike Fenski
- Department of Psychiatry and Psychotherapy, Charité, Berlin, Germany
| | - Klaus Fliessbach
- Department of Neurodegenerative Diseases and Gerontopsychiatry, University of Bonn, Bonn, Germany
| | | | - Wenzel Glanz
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.,Institute for Cognitive Neurology and Dementia Research, University of Magdeburg, Magdeburg, Germany
| | - Doreen Görß
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany.,Department of Psychosomatic Medicine, University of Rostock, Rostock, Germany
| | - Selim Gürsel
- Department of Psychiatry and Psychotherapy, Ludwig-Maximilians-University, München, Germany
| | - Daniel Janowitz
- Institute for Stroke and Dementia Research, Klinikum der Universität München, Munich, Germany
| | - Ingo Kilimann
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany.,Department of Psychosomatic Medicine, University of Rostock, Rostock, Germany
| | - Xenia Kobeleva
- Department of Neurodegenerative Diseases and Gerontopsychiatry, University of Bonn, Bonn, Germany
| | - Andrea Lohse
- Department of Neuropsychiatry, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Franziska Maier
- Department of Psychiatry, University of Cologne, Medical Faculty, Cologne, Germany
| | - Coraline Metzger
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.,Institute for Cognitive Neurology and Dementia Research, University of Magdeburg, Magdeburg, Germany
| | - Matthias Munk
- Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany
| | - Lukas Preis
- Department of Psychiatry and Psychotherapy, Charité, Berlin, Germany
| | - Carolin Sanzenbacher
- Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany
| | - Eike Spruth
- Department of Neuropsychiatry, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Boris Rauchmann
- Department of Psychiatry and Psychotherapy, Ludwig-Maximilians-University, München, Germany
| | - Ruth Vukovich
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, Goettingen, Germany
| | - Renat Yakupov
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.,Institute for Cognitive Neurology and Dementia Research, University of Magdeburg, Magdeburg, Germany
| | - Anne-Sophie Weyrauch
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,Department of Neurodegenerative Diseases and Gerontopsychiatry, University of Bonn, Bonn, Germany
| | - Gabriel Ziegler
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.,Institute for Cognitive Neurology and Dementia Research, University of Magdeburg, Magdeburg, Germany
| | - Matthias Schmid
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,Institute for Medical Biometry, University of Bonn, Bonn, Germany
| | - Christoph Laske
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany.,German Center for Neurodegenerative Diseases (DZNE), Goettingen, Germany
| | - Robert Perneczky
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany.,Department of Psychiatry and Psychotherapy, Ludwig-Maximilians-University, München, Germany
| | - Anja Schneider
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,Department of Neurodegenerative Diseases and Gerontopsychiatry, University of Bonn, Bonn, Germany
| | - Jens Wiltfang
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, Goettingen, Germany.,German Center for Neurodegenerative Diseases (DZNE), Goettingen, Germany
| | - Stefan Teipel
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany.,Department of Psychosomatic Medicine, University of Rostock, Rostock, Germany
| | - Katharina Bürger
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany.,Institute for Stroke and Dementia Research, Klinikum der Universität München, Munich, Germany
| | - Josef Priller
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany.,Department of Neuropsychiatry, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Oliver Peters
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany.,Department of Psychiatry and Psychotherapy, Charité, Berlin, Germany
| | - Alfredo Ramirez
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,Department of Psychiatry, University of Cologne, Medical Faculty, Cologne, Germany.,Department of Neurodegenerative Diseases and Gerontopsychiatry, University of Bonn, Bonn, Germany
| | - Henning Boecker
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,Department of Radiology, University of Bonn, Bonn, Germany
| | - Michael T Heneka
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,Department of Neurodegenerative Diseases and Gerontopsychiatry, University of Bonn, Bonn, Germany
| | - Michael Wagner
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,Department of Neurodegenerative Diseases and Gerontopsychiatry, University of Bonn, Bonn, Germany
| | - Emrah Düzel
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.,Institute for Cognitive Neurology and Dementia Research, University of Magdeburg, Magdeburg, Germany
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Poptsi E, Moraitou D, Tsardoulias E, Symeonidis AL, Papaliagkas V, Tsolaki M. R4Alz-Revised: A Tool Able to Strongly Discriminate 'Subjective Cognitive Decline' from Healthy Cognition and 'Minor Neurocognitive Disorder'. Diagnostics (Basel) 2023; 13:diagnostics13030338. [PMID: 36766444 PMCID: PMC9914647 DOI: 10.3390/diagnostics13030338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 01/12/2023] [Accepted: 01/13/2023] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND The diagnosis of the minor neurocognitive diseases in the clinical course of dementia before the clinical symptoms' appearance is the holy grail of neuropsychological research. The R4Alz battery is a novel and valid tool that was designed to assess cognitive control in people with minor cognitive disorders. The aim of the current study is the R4Alz battery's extension (namely R4Alz-R), enhanced by the design and administration of extra episodic memory tasks, as well as extra cognitive control tasks, towards improving the overall R4Alz discriminant validity. METHODS The study comprised 80 people: (a) 20 Healthy adults (HC), (b) 29 people with Subjective Cognitive Decline (SCD), and (c) 31 people with Mild Cognitive Impairment (MCI). The groups differed in age and educational level. RESULTS Updating, inhibition, attention switching, and cognitive flexibility tasks discriminated SCD from HC (p ≤ 0.003). Updating, switching, cognitive flexibility, and episodic memory tasks discriminated SCD from MCI (p ≤ 0.001). All the R4Alz-R's tasks discriminated HC from MCI (p ≤ 0.001). The R4Alz-R was free of age and educational level effects. The battery discriminated perfectly SCD from HC and HC from MCI (100% sensitivity-95% specificity and 100% sensitivity-90% specificity, respectively), whilst it discriminated excellently SCD from MCI (90.3% sensitivity-82.8% specificity). CONCLUSION SCD seems to be stage a of neurodegeneration since it can be objectively evaluated via the R4Alz-R battery, which seems to be a useful tool for early diagnosis.
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Affiliation(s)
- Eleni Poptsi
- School of Psychology, Faculty of Philosophy, Aristotle University of Thessaloniki (AUTh), 54124 Thessaloniki, Greece
- Laboratory of Neurodegenerative Diseases, Center for Interdisciplinary Research and Innovation, Aristotle University of Thessaloniki (CIRI—AUTh), 54124 Thessaloniki, Greece
- Day Center “Greek Association of Alzheimer’s Disease and Related Disorders (GAADRD)”, 54643 Thessaloniki, Greece
- Correspondence:
| | - Despina Moraitou
- School of Psychology, Faculty of Philosophy, Aristotle University of Thessaloniki (AUTh), 54124 Thessaloniki, Greece
- Laboratory of Neurodegenerative Diseases, Center for Interdisciplinary Research and Innovation, Aristotle University of Thessaloniki (CIRI—AUTh), 54124 Thessaloniki, Greece
- Day Center “Greek Association of Alzheimer’s Disease and Related Disorders (GAADRD)”, 54643 Thessaloniki, Greece
| | - Emmanouil Tsardoulias
- School of Electrical and Computer Engineering, Faculty of Engineering, Aristotle University of Thessaloniki (AUTh), 54124 Thessaloniki, Greece
| | - Andreas L. Symeonidis
- School of Electrical and Computer Engineering, Faculty of Engineering, Aristotle University of Thessaloniki (AUTh), 54124 Thessaloniki, Greece
| | - Vasileios Papaliagkas
- Department of Biomedical Sciences, International Hellenic University, 57001 Thessaloniki, Greece
| | - Magdalini Tsolaki
- Laboratory of Neurodegenerative Diseases, Center for Interdisciplinary Research and Innovation, Aristotle University of Thessaloniki (CIRI—AUTh), 54124 Thessaloniki, Greece
- Day Center “Greek Association of Alzheimer’s Disease and Related Disorders (GAADRD)”, 54643 Thessaloniki, Greece
- 1st Department of Neurology, Medical School, Aristotle University of Thessaloniki (AUTh), 54124 Thessaloniki, Greece
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Marrero-Polegre D, Finke K, Roaschio N, Haupt M, Reyes-Moreno C, Ruiz-Rizzo AL. Lower visual processing speed relates to greater subjective cognitive complaints in community-dwelling healthy older adults. Front Psychiatry 2023; 14:1063151. [PMID: 37025353 PMCID: PMC10072281 DOI: 10.3389/fpsyt.2023.1063151] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Accepted: 03/03/2023] [Indexed: 04/08/2023] Open
Abstract
Introduction Subjective cognitive complaints in older age may reflect subtle objective impairments in basic cognitive functions that might foreshadow broader cognitive problems. Such cognitive functions, however, are not captured by standard neuropsychological testing. Visual processing speed is a basic visual attention function that underlies the performance of cognitive tasks relying on visual stimuli. Here, we test the hypothesis that lower visual processing speed correlates with greater subjective cognitive complaints in healthy older adults from the community. Methods To do so, we assessed a sample of 30 healthy, cognitively normal older adults (73.07 ± 7.73 years old; range: 60-82; 15 females) with respect to individual subjective cognitive complaints and visual processing speed. We quantified the degree of subjective cognitive complaints with two widely-used questionnaires: the Memory Functioning Questionnaire and the Everyday Cognition. We used verbal report tasks and the theory of visual attention to estimate a visual processing speed parameter independently from motor speed and other visual attention parameters, i.e., visual threshold, visual short-term memory storage capacity, top-down control, and spatial weighting. Results We found that lower visual processing speed correlated with greater subjective complaints and that this relationship was not explained by age, education, or depressive symptoms. The association with subjective cognitive complaints was specific to visual processing speed, as it was not observed for other visual attention parameters. Discussion These results indicate that subjective cognitive complaints reflect a reduction in visual processing speed in healthy older adults. Together, our results suggest that the combined assessment of subjective cognitive complaints and visual processing speed has the potential to identify individuals at risk for cognitive impairment before the standard tests show any abnormal results.
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Affiliation(s)
- Daniela Marrero-Polegre
- General and Experimental Psychology Unit, Department of Psychology, LMU Munich, Munich, Germany
| | - Kathrin Finke
- General and Experimental Psychology Unit, Department of Psychology, LMU Munich, Munich, Germany
- Department of Neurology, Jena University Hospital, Jena, Germany
| | - Naomi Roaschio
- General and Experimental Psychology Unit, Department of Psychology, LMU Munich, Munich, Germany
| | - Marleen Haupt
- Department of Education and Psychology, Freie Universität Berlin, Berlin, Germany
| | - Cristian Reyes-Moreno
- General and Experimental Psychology Unit, Department of Psychology, LMU Munich, Munich, Germany
- Experimental Psychology Lab, Department of Psychology, Carl von Ossietzky University of Oldenburg, Oldenburg, Germany
| | - Adriana L. Ruiz-Rizzo
- General and Experimental Psychology Unit, Department of Psychology, LMU Munich, Munich, Germany
- Department of Neurology, Jena University Hospital, Jena, Germany
- *Correspondence: Adriana L. Ruiz-Rizzo,
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Kleineidam L, Wolfsgruber S, Weyrauch AS, Zulka LE, Forstmeier S, Roeske S, van den Bussche H, Kaduszkiewicz H, Wiese B, Weyerer S, Werle J, Fuchs A, Pentzek M, Brettschneider C, König HH, Weeg D, Bickel H, Luppa M, Rodriguez FS, Freiesleben SD, Erdogan S, Unterfeld C, Peters O, Spruth EJ, Altenstein S, Lohse A, Priller J, Fliessbach K, Kobeleva X, Schneider A, Bartels C, Schott BH, Wiltfang J, Maier F, Glanz W, Incesoy EI, Butryn M, Düzel E, Buerger K, Janowitz D, Ewers M, Rauchmann BS, Perneczky R, Kilimann I, Görß D, Teipel S, Laske C, Munk MHJ, Spottke A, Roy N, Brosseron F, Heneka MT, Ramirez A, Yakupov R, Scherer M, Maier W, Jessen F, Riedel-Heller SG, Wagner M. Midlife occupational cognitive requirements protect cognitive function in old age by increasing cognitive reserve. Front Psychol 2022; 13:957308. [PMID: 36571008 PMCID: PMC9773841 DOI: 10.3389/fpsyg.2022.957308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Accepted: 11/07/2022] [Indexed: 12/13/2022] Open
Abstract
Introduction Several lifestyle factors promote protection against Alzheimer's disease (AD) throughout a person's lifespan. Although such protective effects have been described for occupational cognitive requirements (OCR) in midlife, it is currently unknown whether they are conveyed by brain maintenance (BM), brain reserve (BR), or cognitive reserve (CR) or a combination of them. Methods We systematically derived hypotheses for these resilience concepts and tested them in the population-based AgeCoDe cohort and memory clinic-based AD high-risk DELCODE study. The OCR score (OCRS) was measured using job activities based on the O*NET occupational classification system. Four sets of analyses were conducted: (1) the interaction of OCR and APOE-ε4 with regard to cognitive decline (N = 2,369, AgeCoDe), (2) association with differentially shaped retrospective trajectories before the onset of dementia of the Alzheimer's type (DAT; N = 474, AgeCoDe), (3) cross-sectional interaction of the OCR and cerebrospinal fluid (CSF) AD biomarkers and brain structural measures regarding memory function (N = 873, DELCODE), and (4) cross-sectional and longitudinal association of OCR with CSF AD biomarkers and brain structural measures (N = 873, DELCODE). Results Regarding (1), higher OCRS was associated with a reduced association of APOE-ε4 with cognitive decline (mean follow-up = 6.03 years), consistent with CR and BR. Regarding (2), high OCRS was associated with a later onset but subsequently stronger cognitive decline in individuals converting to DAT, consistent with CR. Regarding (3), higher OCRS was associated with a weaker association of the CSF Aβ42/40 ratio and hippocampal volume with memory function, consistent with CR. Regarding (4), OCR was not associated with the levels or changes in CSF AD biomarkers (mean follow-up = 2.61 years). We found a cross-sectional, age-independent association of OCRS with some MRI markers, but no association with 1-year-change. OCR was not associated with the intracranial volume. These results are not completely consistent with those of BR or BM. Discussion Our results support the link between OCR and CR. Promoting and seeking complex and stimulating work conditions in midlife could therefore contribute to increased resistance to pathologies in old age and might complement prevention measures aimed at reducing pathology.
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Affiliation(s)
- Luca Kleineidam
- Department of Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany,German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany,*Correspondence: Luca Kleineidam
| | | | - Anne-Sophie Weyrauch
- Department of Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany
| | - Linn E. Zulka
- Department of Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany,Department of Psychology and Centre for Ageing and Health (AgeCap), University of Gothenburg, Gothenburg, Sweden
| | - Simon Forstmeier
- Developmental Psychology and Clinical Psychology of the Lifespan, University of Siegen, Siegen, Germany
| | - Sandra Roeske
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Hendrik van den Bussche
- Department of Primary Medical Care, Center for Psychosocial Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Hanna Kaduszkiewicz
- Department of Primary Medical Care, Center for Psychosocial Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany,Medical Faculty, Institute of General Practice, University of Kiel, Kiel, Germany
| | - Birgitt Wiese
- Center for Information Management, Hannover Medical School, Hanover, Germany
| | - Siegfried Weyerer
- Medical Faculty, Central Institute of Mental Health, Mannheim/Heidelberg University, Heidelberg, Germany
| | - Jochen Werle
- Medical Faculty, Central Institute of Mental Health, Mannheim/Heidelberg University, Heidelberg, Germany
| | - Angela Fuchs
- Medical Faculty, Centre for Health and Society (CHS), Institute of General Practice (ifam), Heinrich Heine University, Düsseldorf, Germany
| | - Michael Pentzek
- Medical Faculty, Centre for Health and Society (CHS), Institute of General Practice (ifam), Heinrich Heine University, Düsseldorf, Germany
| | - Christian Brettschneider
- Department of Health Economics and Health Services Research, Hamburg Center for Health Economics, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Hans-Helmut König
- Department of Health Economics and Health Services Research, Hamburg Center for Health Economics, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Dagmar Weeg
- Department of Psychiatry and Psychotherapy, School of Medicine, Technical University of Munich, Munich, Germany
| | - Horst Bickel
- Department of Psychiatry and Psychotherapy, School of Medicine, Technical University of Munich, Munich, Germany
| | - Melanie Luppa
- Medical Faculty, Institute of Social Medicine, Occupational Health and Public Health (ISAP), University of Leipzig, Leipzig, Germany
| | - Francisca S. Rodriguez
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany,Medical Faculty, Institute of Social Medicine, Occupational Health and Public Health (ISAP), University of Leipzig, Leipzig, Germany
| | - Silka Dawn Freiesleben
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany,Department of Psychiatry, Campus Berlin-Buch, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin, Germany,Memory Clinic and Dementia Prevention Center, Experimental and Clinical Research Center (ECRC), Berlin, Germany
| | - Selin Erdogan
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany,Department of Psychiatry, Campus Berlin-Buch, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin, Germany,Memory Clinic and Dementia Prevention Center, Experimental and Clinical Research Center (ECRC), Berlin, Germany
| | - Chantal Unterfeld
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany,Department of Psychiatry, Campus Benjamin Franklin, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin, Germany
| | - Oliver Peters
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany,Department of Psychiatry, Campus Berlin-Buch, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin, Germany,Memory Clinic and Dementia Prevention Center, Experimental and Clinical Research Center (ECRC), Berlin, Germany
| | - Eike J. Spruth
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany,Department of Psychiatry and Psychotherapy, Charité—Universitätsmedizin Berlin, Berlin, Germany
| | - Slawek Altenstein
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany,Department of Psychiatry and Psychotherapy, Charité—Universitätsmedizin Berlin, Berlin, Germany
| | - Andrea Lohse
- Department of Psychiatry and Psychotherapy, Charité—Universitätsmedizin Berlin, Berlin, Germany
| | - Josef Priller
- Department of Psychiatry and Psychotherapy, School of Medicine, Technical University of Munich, Munich, Germany,German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany,Department of Psychiatry and Psychotherapy, Charité—Universitätsmedizin Berlin, Berlin, Germany,University of Edinburgh and UK DRI, Edinburgh, United Kingdom
| | - Klaus Fliessbach
- Department of Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany,German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Xenia Kobeleva
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Anja Schneider
- Department of Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany,German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Claudia Bartels
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Goettingen, Germany
| | - Björn H. Schott
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Goettingen, Germany,German Center for Neurodegenerative Diseases (DZNE), Goettingen, Germany,Leibniz Institute for Neurobiology, Magdeburg, Germany
| | - Jens Wiltfang
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Goettingen, Germany,German Center for Neurodegenerative Diseases (DZNE), Goettingen, Germany,Department of Medical Sciences, Neurosciences and Signaling Group, Institute of Biomedicine (iBiMED), University of Aveiro, Aveiro, Portugal
| | - Franziska Maier
- Department of Psychiatry, Medical Faculty, University of Cologne, Cologne, Germany
| | - Wenzel Glanz
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - Enise I. Incesoy
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany,Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Magdeburg, Germany
| | - Michaela Butryn
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - Emrah Düzel
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany,Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Magdeburg, Germany
| | - Katharina Buerger
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany,Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany
| | - Daniel Janowitz
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany
| | - Michael Ewers
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany,Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany
| | - Boris-Stephan Rauchmann
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
| | - Robert Perneczky
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany,Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany,Munich Cluster for Systems Neurology (SyNergy), Munich, Germany,Ageing Epidemiology Research Unit (AGE), School of Public Health, Imperial College London, London, United Kingdom,Sheeld Institute for Translational Neuroscience (SITraN), University of Sheeld, Sheeld, United Kingdom
| | - Ingo Kilimann
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany,Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany
| | - Doreen Görß
- Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany
| | - Stefan Teipel
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany,Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany
| | - Christoph Laske
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany,Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany
| | - Matthias H. J. Munk
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany,Department of Biology, Technische Universität Darmstadt, Darmstadt, Germany
| | - Annika Spottke
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany,Department of Neurology, University of Bonn, Bonn, Germany
| | - Nina Roy
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | | | - Michael T. Heneka
- Department of Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany,German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Alfredo Ramirez
- Department of Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany,German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany,Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), University of Cologne, Cologne, Germany,Division of Neurogenetics and Molecular Psychiatry, Department of Psychiatry and Psychotherapy, Faculty of Medicine, University Hospital Cologne, University of Cologne, Cologne, Germany,Department of Psychiatry and Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases, San Antonio, TX, United States
| | - Renat Yakupov
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - Martin Scherer
- Department of Primary Medical Care, Center for Psychosocial Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Wolfgang Maier
- Department of Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany
| | - Frank Jessen
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany,Department of Psychiatry, Medical Faculty, University of Cologne, Cologne, Germany,Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), University of Cologne, Cologne, Germany
| | - Steffi G. Riedel-Heller
- Medical Faculty, Institute of Social Medicine, Occupational Health and Public Health (ISAP), University of Leipzig, Leipzig, Germany
| | - Michael Wagner
- Department of Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany,German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
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Nosheny RL, Amariglio R, Sikkes SA, Van Hulle C, Bicalho MAC, Dowling NM, Brucki SMD, Ismail Z, Kasuga K, Kuhn E, Numbers K, Aaronson A, Moretti DV, Pereiro AX, Sánchez‐Benavides G, Sellek Rodríguez AF, Urwyler P, Zawaly K. The role of dyadic cognitive report and subjective cognitive decline in early ADRD clinical research and trials: Current knowledge, gaps, and recommendations. ALZHEIMER'S & DEMENTIA (NEW YORK, N. Y.) 2022; 8:e12357. [PMID: 36226046 PMCID: PMC9530696 DOI: 10.1002/trc2.12357] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Revised: 08/05/2022] [Accepted: 08/22/2022] [Indexed: 11/05/2022]
Abstract
Efficient identification of cognitive decline and Alzheimer's disease (AD) risk in early stages of the AD disease continuum is a critical unmet need. Subjective cognitive decline is increasingly recognized as an early symptomatic stage of AD. Dyadic cognitive report, including subjective cognitive complaints (SCC) from a participant and an informant/study partner who knows the participant well, represents an accurate, reliable, and efficient source of data for assessing risk. However, the separate and combined contributions of self- and study partner report, and the dynamic relationship between the two, remains unclear. The Subjective Cognitive Decline Professional Interest Area within the Alzheimer's Association International Society to Advance Alzheimer's Research and Treatment convened a working group focused on dyadic patterns of subjective report. Group members identified aspects of dyadic-report information important to the AD research field, gaps in knowledge, and recommendations. By reviewing existing data on this topic, we found evidence that dyadic measures are associated with objective measures of cognition and provide unique information in preclinical and prodromal AD about disease stage and progression and AD biomarker status. External factors including dyad (participant-study partner pair) relationship and sociocultural factors contribute to these associations. We recommend greater dyad report use in research settings to identify AD risk. Priority areas for future research include (1) elucidation of the contributions of demographic and sociocultural factors, dyad type, and dyad relationship to dyad report; (2) exploration of agreement and discordance between self- and study partner report across the AD syndromic and disease continuum; (3) identification of domains (e.g., memory, executive function, neuropsychiatric) that predict AD risk outcomes and differentiate cognitive impairment due to AD from other impairment; (4) development of best practices for study partner engagement; (5) exploration of study partner report as AD clinical trial endpoints; (6) continued development, validation, and optimization, of study partner report instruments tailored to the goals of the research and population.
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Affiliation(s)
- Rachel L. Nosheny
- University of California San FranciscoDepartment of PsychiatrySan FranciscoCaliforniaUSA
- Veteran's Administration Advanced Research CenterSan FranciscoCaliforniaUSA
| | - Rebecca Amariglio
- Center for Alzheimer Research and TreatmentDepartment of NeurologyBrigham and Women's HospitalDepartment of Neurology Massachusetts General HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | - Sietske A.M. Sikkes
- Amsterdam University Medical CentersDepartment of NeurologyAlzheimer Center AmsterdamNorth Hollandthe Netherlands/VU UniversityDepartment of ClinicalNeuro & Development PsychologyNorth Hollandthe Netherlands
| | - Carol Van Hulle
- Wisconsin Alzheimer's Disease Research CenterUniversity of Wisconsin‐MadisonMadisonWisconsinUSA
| | - Maria Aparecida Camargos Bicalho
- UFMG: Federal University of Minas GeraisDepartment of Clinical MedicineJenny de Andrade Faria – Center for Geriatrics and Gerontology of UFMGBelo HorizonteBrazil
| | - N. Maritza Dowling
- George Washington UniversityDepartment of Acute & Chronic CareSchool of NursingDepartment of Epidemiology & BiostatisticsMilken Institute School of Public HealthWashingtonDistrict of ColumbiaUSA
| | | | - Zahinoor Ismail
- Hotchkiss Brain Institute and O'Brien Institute for Public HealthCumming School of MedicineUniversity of CalgaryCalgaryAlbertaCanada
| | - Kensaku Kasuga
- Department of Molecular GeneticsBrain Research InstituteNiigata UniversityNiigataJapan
| | - Elizabeth Kuhn
- UNICAEN, INSERM, PhIND “Physiopathology and Imaging of Neurological Disorders,”Institut Blood and Brain @ Caen‐NormandieNormandie UniversityCaenFrance
| | - Katya Numbers
- Centre for Healthy Brain Ageing (CHeBA)Department of PsychiatryUniversity of New South WalesSydneyNew South WalesAustralia
| | - Anna Aaronson
- Veteran's Administration Advanced Research CenterSan FranciscoCaliforniaUSA
| | - Davide Vito Moretti
- IRCCS Istituto Centro San Giovanni di Dio FatebenefratelliAlzheimer Rehabilitation Operative UnitBresciaItaly
| | - Arturo X. Pereiro
- Faculty of PsychologyDepartment of Developmental PsychologyUniversity of Santiago de CompostelaGaliciaSpain
| | | | - Allis F. Sellek Rodríguez
- Costa Rican Foundation for the Care of Older Adults with Alzheimer's and Other Dementias (FundAlzheimer Costa Rica)CartagoCosta Rica
| | - Prabitha Urwyler
- ARTORG Center for Biomedical EngineeringUniversity of BernUniversity Neurorehabilitation UnitDepartment of NeurologyInselspitalBernSwitzerland
| | - Kristina Zawaly
- University of AucklandDepartment of General Practice and Primary Health CareSchool of Population HealthFaculty of Medical and Health SciencesAucklandNew Zealand
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Whitfield T, Demnitz-King H, Schlosser M, Barnhofer T, Frison E, Coll-Padros N, Dautricourt S, Requier F, Delarue M, Gonneaud J, Klimecki OM, Lutz A, Paly L, Salmon E, Schild AK, Walker Z, Jessen F, Chételat G, Collette F, Wirth M, Marchant NL, Michon A, Sanchez-Valle R, Schwars C, Lai C, Coueron R, Arenaza-Urquijo EM, Poisnel G, Delphin-Combe F, Asselineau J, Krolak-Salmon P, Molinuevo JL, Allais F, Bachelet R, Belleoud V, Benson C, Bosch B, Casanova MP, Espérou H, Goldet K, Hamdidouche I, Leon M, Meiberth D, Mueller H, Mueller T, Ourry V, Reyrolle L, Salinero A, Sannemann L, Satgunasingam Y, Steinhauser H, Vuilleumier P, Wallet C, Wingrove J. Effects of a mindfulness-based versus a health self-management intervention on objective cognitive performance in older adults with subjective cognitive decline (SCD): a secondary analysis of the SCD-Well randomized controlled trial. Alzheimers Res Ther 2022; 14:125. [PMID: 36068621 PMCID: PMC9446839 DOI: 10.1186/s13195-022-01057-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Accepted: 07/29/2022] [Indexed: 11/10/2022]
Abstract
Abstract
Background
Older individuals with subjective cognitive decline (SCD) perceive that their cognition has declined but do not show objective impairment on neuropsychological tests. Individuals with SCD are at elevated risk of objective cognitive decline and incident dementia. Non-pharmacological interventions (including mindfulness-based and health self-management approaches) are a potential strategy to maintain or improve cognition in SCD, which may ultimately reduce dementia risk.
Methods
This study utilized data from the SCD-Well randomized controlled trial. One hundred forty-seven older adults with SCD (MAge = 72.7 years; 64% female) were recruited from memory clinics in four European countries and randomized to one of two group-based, 8-week interventions: a Caring Mindfulness-based Approach for Seniors (CMBAS) or a health self-management program (HSMP). Participants were assessed at baseline, post-intervention (week 8), and at 6-month follow-up (week 24) using a range of cognitive tests. From these tests, three composites were derived—an “abridged” Preclinical Alzheimer’s Cognitive Composite 5 (PACC5Abridged), an attention composite, and an executive function composite. Both per-protocol and intention-to-treat analyses were performed. Linear mixed models evaluated the change in outcomes between and within arms and adjusted for covariates and cognitive retest effects. Sensitivity models repeated the per-protocol analyses for participants who attended ≥ 4 intervention sessions.
Results
Across all cognitive composites, there were no significant time-by-trial arm interactions and no measurable cognitive retest effects; sensitivity analyses supported these results. Improvements, however, were observed within both trial arms on the PACC5Abridged from baseline to follow-up (Δ [95% confidence interval]: CMBAS = 0.34 [0.19, 0.48]; HSMP = 0.30 [0.15, 0.44]). There was weaker evidence of an improvement in attention but no effects on executive function.
Conclusions
Two non-pharmacological interventions conferred small, non-differing improvements to a global cognitive composite sensitive to amyloid-beta-related decline. There was weaker evidence of an effect on attention, and no evidence of an effect on executive function. Importantly, observed improvements were maintained beyond the end of the interventions. Improving cognition is an important step toward dementia prevention, and future research is needed to delineate the mechanisms of action of these interventions and to utilize clinical endpoints (i.e., progression to mild cognitive impairment or dementia).
Trial registration
ClinicalTrials.gov, NCT03005652.
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Böttcher A, Zarucha A, Köbe T, Gaubert M, Höppner A, Altenstein S, Bartels C, Buerger K, Dechent P, Dobisch L, Ewers M, Fliessbach K, Freiesleben SD, Frommann I, Haynes JD, Janowitz D, Kilimann I, Kleineidam L, Laske C, Maier F, Metzger C, Munk MHJ, Perneczky R, Peters O, Priller J, Rauchmann BS, Roy N, Scheffler K, Schneider A, Spottke A, Teipel SJ, Wiltfang J, Wolfsgruber S, Yakupov R, Düzel E, Jessen F, Röske S, Wagner M, Kempermann G, Wirth M. Musical Activity During Life Is Associated With Multi-Domain Cognitive and Brain Benefits in Older Adults. Front Psychol 2022; 13:945709. [PMID: 36092026 PMCID: PMC9454948 DOI: 10.3389/fpsyg.2022.945709] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Accepted: 06/23/2022] [Indexed: 11/13/2022] Open
Abstract
Regular musical activity as a complex multimodal lifestyle activity is proposed to be protective against age-related cognitive decline and Alzheimer’s disease. This cross-sectional study investigated the association and interplay between musical instrument playing during life, multi-domain cognitive abilities and brain morphology in older adults (OA) from the DZNE-Longitudinal Cognitive Impairment and Dementia Study (DELCODE) study. Participants reporting having played a musical instrument across three life periods (n = 70) were compared to controls without a history of musical instrument playing (n = 70), well-matched for reserve proxies of education, intelligence, socioeconomic status and physical activity. Participants with musical activity outperformed controls in global cognition, working memory, executive functions, language, and visuospatial abilities, with no effects seen for learning and memory. The musically active group had greater gray matter volume in the somatosensory area, but did not differ from controls in higher-order frontal, temporal, or hippocampal volumes. However, the association between gray matter volume in distributed frontal-to-temporal regions and cognitive abilities was enhanced in participants with musical activity compared to controls. We show that playing a musical instrument during life relates to better late-life cognitive abilities and greater brain capacities in OA. Musical activity may serve as a multimodal enrichment strategy that could help preserve cognitive and brain health in late life. Longitudinal and interventional studies are needed to support this notion.
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Affiliation(s)
- Adriana Böttcher
- German Center for Neurodegenerative Diseases, Dresden, Germany
- Section of Cognitive Neurophysiology, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
| | - Alexis Zarucha
- German Center for Neurodegenerative Diseases, Dresden, Germany
| | - Theresa Köbe
- German Center for Neurodegenerative Diseases, Dresden, Germany
| | - Malo Gaubert
- German Center for Neurodegenerative Diseases, Dresden, Germany
| | - Angela Höppner
- German Center for Neurodegenerative Diseases, Dresden, Germany
| | - Slawek Altenstein
- German Center for Neurodegenerative Diseases, Berlin, Germany
- Department of Psychiatry, Charité – Universitätsmedizin Berlin, Berlin, Germany
| | - Claudia Bartels
- Department of Psychiatry and Psychotherapy, University Medical Center, University of Göttingen, Göttingen, Germany
| | - Katharina Buerger
- Institute for Stroke and Dementia Research, University Hospital, LMU Munich, Munich, Germany
- German Center for Neurodegenerative Diseases, Munich, Germany
| | - Peter Dechent
- MR-Research in Neurology and Psychiatry, Georg-August-University Göttingen, Göttingen, Germany
| | - Laura Dobisch
- German Center for Neurodegenerative Diseases, Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University, Magdeburg, Germany
| | - Michael Ewers
- German Center for Neurodegenerative Diseases, Munich, Germany
| | - Klaus Fliessbach
- German Center for Neurodegenerative Diseases, Bonn, Germany
- Department for Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany
| | | | - Ingo Frommann
- German Center for Neurodegenerative Diseases, Bonn, Germany
- Department for Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany
| | - John Dylan Haynes
- Bernstein Center for Computational Neuroscience, Charité – Universitätsmedizin, Berlin, Germany
| | - Daniel Janowitz
- Institute for Stroke and Dementia Research, University Hospital, LMU Munich, Munich, Germany
| | - Ingo Kilimann
- German Center for Neurodegenerative Diseases, Rostock, Germany
- Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany
| | | | - Christoph Laske
- German Center for Neurodegenerative Diseases, Tübingen, Germany
- Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany
| | - Franziska Maier
- Department of Psychiatry, Faculty of Medicine, University of Cologne, Cologne, Germany
| | - Coraline Metzger
- German Center for Neurodegenerative Diseases, Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University, Magdeburg, Germany
- Department of Psychiatry and Psychotherapy, Otto-von-Guericke University, Magdeburg, Germany
| | - Matthias H. J. Munk
- German Center for Neurodegenerative Diseases, Tübingen, Germany
- Systems Neurophysiology, Department of Biology, Darmstadt University of Technology, Darmstadt, Germany
| | - Robert Perneczky
- German Center for Neurodegenerative Diseases, Munich, Germany
- Munich Cluster for Systems Neurology, Munich, Germany
- Ageing Epidemiology Research Unit, School of Public Health, Imperial College London, London, United Kingdom
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
| | - Oliver Peters
- German Center for Neurodegenerative Diseases, Berlin, Germany
- Department of Psychiatry, Charité – Universitätsmedizin Berlin, Berlin, Germany
| | - Josef Priller
- German Center for Neurodegenerative Diseases, Berlin, Germany
- Department of Psychiatry, Charité – Universitätsmedizin Berlin, Berlin, Germany
- Department of Psychiatry and Psychotherapy, Klinikum Rechts der Isar, Technical University Munich, Munich, Germany
| | - Boris-Stephan Rauchmann
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
| | - Nina Roy
- German Center for Neurodegenerative Diseases, Bonn, Germany
| | - Klaus Scheffler
- Department for Biomedical Magnetic Resonance, University of Tübingen, Tübingen, Germany
| | - Anja Schneider
- German Center for Neurodegenerative Diseases, Bonn, Germany
- Department for Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany
| | - Annika Spottke
- German Center for Neurodegenerative Diseases, Bonn, Germany
- Department of Neurology, University Hospital Bonn, Bonn, Germany
| | - Stefan J. Teipel
- German Center for Neurodegenerative Diseases, Rostock, Germany
- Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany
| | - Jens Wiltfang
- Department of Psychiatry and Psychotherapy, University Medical Center, University of Göttingen, Göttingen, Germany
- German Center for Neurodegenerative Diseases, Göttingen, Germany
- Neurosciences and Signaling Group, Institute of Biomedicine, Department of Medical Sciences, University of Aveiro, Aveiro, Portugal
| | - Steffen Wolfsgruber
- German Center for Neurodegenerative Diseases, Bonn, Germany
- Department for Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany
| | - Renat Yakupov
- German Center for Neurodegenerative Diseases, Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University, Magdeburg, Germany
| | - Emrah Düzel
- German Center for Neurodegenerative Diseases, Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University, Magdeburg, Germany
| | - Frank Jessen
- German Center for Neurodegenerative Diseases, Bonn, Germany
- Department of Psychiatry, Faculty of Medicine, University of Cologne, Cologne, Germany
- Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases, University of Cologne, Cologne, Germany
| | - Sandra Röske
- German Center for Neurodegenerative Diseases, Bonn, Germany
| | - Michael Wagner
- German Center for Neurodegenerative Diseases, Bonn, Germany
- Department for Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany
| | - Gerd Kempermann
- German Center for Neurodegenerative Diseases, Dresden, Germany
- Center for Regenerative Therapies Dresden, Technische Universität Dresden, Dresden, Germany
| | - Miranka Wirth
- German Center for Neurodegenerative Diseases, Dresden, Germany
- *Correspondence: Miranka Wirth,
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Tondo G, Boccalini C, Vanoli EG, Presotto L, Muscio C, Ciullo V, Banaj N, Piras F, Filippini G, Tiraboschi P, Tagliavini F, Frisoni GB, Cappa SF, Spalletta G, Perani D. Brain Metabolism and Amyloid Load in Individuals With Subjective Cognitive Decline or Pre-Mild Cognitive Impairment. Neurology 2022; 99:e258-e269. [PMID: 35487700 PMCID: PMC9302934 DOI: 10.1212/wnl.0000000000200351] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2021] [Accepted: 02/21/2022] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND AND OBJECTIVE This was a multicenter study aimed at investigating the characteristics of cognitive decline, neuropsychiatric symptoms, and brain imaging in individuals with subjective cognitive decline (SCD) and subtle cognitive decline (pre-mild cognitive impairment [pre-MCI]). METHODS Data were obtained from the Network-AD project (NET-2011-02346784). The included participants underwent baseline cognitive and neurobehavioral evaluation, FDG-PET, and amyloid PET. We used principal component analysis (PCA) to identify independent neuropsychological and neuropsychiatric dimensions and their association with brain metabolism. RESULTS A total of 105 participants (SCD = 49, pre-MCI = 56) were included. FDG-PET was normal in 45% of participants and revealed brain hypometabolism in 55%, with a frontal-like pattern as the most frequent finding (28%). Neuropsychiatric symptoms emerging from the Neuropsychiatric Inventory and the Starkstein Apathy Scale were highly prevalent in the whole sample (78%). An abnormal amyloid load was detected in the 18% of the participants who underwent amyloid PET (n = 60). PCA resulted in 3 neuropsychological factors: (1) executive/visuomotor, correlating with hypometabolism in frontal and occipital cortices and basal ganglia; (2) memory, correlating with hypometabolism in temporoparietal regions; and (3) visuospatial/constructional, correlating with hypometabolism in frontoparietal cortices. Two factors emerged from the neuropsychiatric PCA: (1) affective, correlating with hypometabolism in orbitofrontal and cingulate cortex and insula; (2) hyperactive/psychotic, correlating with hypometabolism in frontal, temporal, and parietal regions. DISCUSSION FDG-PET evidence suggests either normal brain function or different patterns of brain hypometabolism in SCD and pre-MCI. These results indicate that SCD and pre-MCI represent heterogeneous populations. Different neuropsychological and neuropsychiatric profiles emerged, which correlated with neuronal dysfunction in specific brain regions. Long-term follow-up studies are needed to assess the risk of progression to dementia in these conditions.
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Affiliation(s)
- Giacomo Tondo
- From Vita-Salute San Raffaele University (G.T., C.B., D.P.); In Vivo Human Molecular and Structural Neuroimaging Unit, Division of Neuroscience (G.T., C.B., L.P., D.P.), IRCCS San Raffaele Scientific Institute; Nuclear Medicine Unit (E.G.V., L.P., D.P.), San Raffaele Hospital; Unit of Neurology and Neuropathology (P.T.), Fondazione IRCCS Istituto Neurologico Carlo Besta (C.M., G.F., F.T.), Milan; Laboratory of Neuropsychiatry (V.C., N.B., F.P., G.S.), IRCCS Santa Lucia Foundation, Rome; IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli (G.B.F.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.B.F.), University Hospitals and University of Geneva, Switzerland; ICoN (S.F.C.), Scuola Universitaria Superiore IUSS Pavia; and IRCCS Mondino Foundation (S.F.C.), Pavia, Italy
| | - Cecilia Boccalini
- From Vita-Salute San Raffaele University (G.T., C.B., D.P.); In Vivo Human Molecular and Structural Neuroimaging Unit, Division of Neuroscience (G.T., C.B., L.P., D.P.), IRCCS San Raffaele Scientific Institute; Nuclear Medicine Unit (E.G.V., L.P., D.P.), San Raffaele Hospital; Unit of Neurology and Neuropathology (P.T.), Fondazione IRCCS Istituto Neurologico Carlo Besta (C.M., G.F., F.T.), Milan; Laboratory of Neuropsychiatry (V.C., N.B., F.P., G.S.), IRCCS Santa Lucia Foundation, Rome; IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli (G.B.F.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.B.F.), University Hospitals and University of Geneva, Switzerland; ICoN (S.F.C.), Scuola Universitaria Superiore IUSS Pavia; and IRCCS Mondino Foundation (S.F.C.), Pavia, Italy
| | - Emilia Giovanna Vanoli
- From Vita-Salute San Raffaele University (G.T., C.B., D.P.); In Vivo Human Molecular and Structural Neuroimaging Unit, Division of Neuroscience (G.T., C.B., L.P., D.P.), IRCCS San Raffaele Scientific Institute; Nuclear Medicine Unit (E.G.V., L.P., D.P.), San Raffaele Hospital; Unit of Neurology and Neuropathology (P.T.), Fondazione IRCCS Istituto Neurologico Carlo Besta (C.M., G.F., F.T.), Milan; Laboratory of Neuropsychiatry (V.C., N.B., F.P., G.S.), IRCCS Santa Lucia Foundation, Rome; IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli (G.B.F.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.B.F.), University Hospitals and University of Geneva, Switzerland; ICoN (S.F.C.), Scuola Universitaria Superiore IUSS Pavia; and IRCCS Mondino Foundation (S.F.C.), Pavia, Italy
| | - Luca Presotto
- From Vita-Salute San Raffaele University (G.T., C.B., D.P.); In Vivo Human Molecular and Structural Neuroimaging Unit, Division of Neuroscience (G.T., C.B., L.P., D.P.), IRCCS San Raffaele Scientific Institute; Nuclear Medicine Unit (E.G.V., L.P., D.P.), San Raffaele Hospital; Unit of Neurology and Neuropathology (P.T.), Fondazione IRCCS Istituto Neurologico Carlo Besta (C.M., G.F., F.T.), Milan; Laboratory of Neuropsychiatry (V.C., N.B., F.P., G.S.), IRCCS Santa Lucia Foundation, Rome; IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli (G.B.F.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.B.F.), University Hospitals and University of Geneva, Switzerland; ICoN (S.F.C.), Scuola Universitaria Superiore IUSS Pavia; and IRCCS Mondino Foundation (S.F.C.), Pavia, Italy
| | - Cristina Muscio
- From Vita-Salute San Raffaele University (G.T., C.B., D.P.); In Vivo Human Molecular and Structural Neuroimaging Unit, Division of Neuroscience (G.T., C.B., L.P., D.P.), IRCCS San Raffaele Scientific Institute; Nuclear Medicine Unit (E.G.V., L.P., D.P.), San Raffaele Hospital; Unit of Neurology and Neuropathology (P.T.), Fondazione IRCCS Istituto Neurologico Carlo Besta (C.M., G.F., F.T.), Milan; Laboratory of Neuropsychiatry (V.C., N.B., F.P., G.S.), IRCCS Santa Lucia Foundation, Rome; IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli (G.B.F.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.B.F.), University Hospitals and University of Geneva, Switzerland; ICoN (S.F.C.), Scuola Universitaria Superiore IUSS Pavia; and IRCCS Mondino Foundation (S.F.C.), Pavia, Italy
| | - Valentina Ciullo
- From Vita-Salute San Raffaele University (G.T., C.B., D.P.); In Vivo Human Molecular and Structural Neuroimaging Unit, Division of Neuroscience (G.T., C.B., L.P., D.P.), IRCCS San Raffaele Scientific Institute; Nuclear Medicine Unit (E.G.V., L.P., D.P.), San Raffaele Hospital; Unit of Neurology and Neuropathology (P.T.), Fondazione IRCCS Istituto Neurologico Carlo Besta (C.M., G.F., F.T.), Milan; Laboratory of Neuropsychiatry (V.C., N.B., F.P., G.S.), IRCCS Santa Lucia Foundation, Rome; IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli (G.B.F.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.B.F.), University Hospitals and University of Geneva, Switzerland; ICoN (S.F.C.), Scuola Universitaria Superiore IUSS Pavia; and IRCCS Mondino Foundation (S.F.C.), Pavia, Italy
| | - Nerisa Banaj
- From Vita-Salute San Raffaele University (G.T., C.B., D.P.); In Vivo Human Molecular and Structural Neuroimaging Unit, Division of Neuroscience (G.T., C.B., L.P., D.P.), IRCCS San Raffaele Scientific Institute; Nuclear Medicine Unit (E.G.V., L.P., D.P.), San Raffaele Hospital; Unit of Neurology and Neuropathology (P.T.), Fondazione IRCCS Istituto Neurologico Carlo Besta (C.M., G.F., F.T.), Milan; Laboratory of Neuropsychiatry (V.C., N.B., F.P., G.S.), IRCCS Santa Lucia Foundation, Rome; IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli (G.B.F.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.B.F.), University Hospitals and University of Geneva, Switzerland; ICoN (S.F.C.), Scuola Universitaria Superiore IUSS Pavia; and IRCCS Mondino Foundation (S.F.C.), Pavia, Italy
| | - Federica Piras
- From Vita-Salute San Raffaele University (G.T., C.B., D.P.); In Vivo Human Molecular and Structural Neuroimaging Unit, Division of Neuroscience (G.T., C.B., L.P., D.P.), IRCCS San Raffaele Scientific Institute; Nuclear Medicine Unit (E.G.V., L.P., D.P.), San Raffaele Hospital; Unit of Neurology and Neuropathology (P.T.), Fondazione IRCCS Istituto Neurologico Carlo Besta (C.M., G.F., F.T.), Milan; Laboratory of Neuropsychiatry (V.C., N.B., F.P., G.S.), IRCCS Santa Lucia Foundation, Rome; IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli (G.B.F.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.B.F.), University Hospitals and University of Geneva, Switzerland; ICoN (S.F.C.), Scuola Universitaria Superiore IUSS Pavia; and IRCCS Mondino Foundation (S.F.C.), Pavia, Italy
| | - Graziella Filippini
- From Vita-Salute San Raffaele University (G.T., C.B., D.P.); In Vivo Human Molecular and Structural Neuroimaging Unit, Division of Neuroscience (G.T., C.B., L.P., D.P.), IRCCS San Raffaele Scientific Institute; Nuclear Medicine Unit (E.G.V., L.P., D.P.), San Raffaele Hospital; Unit of Neurology and Neuropathology (P.T.), Fondazione IRCCS Istituto Neurologico Carlo Besta (C.M., G.F., F.T.), Milan; Laboratory of Neuropsychiatry (V.C., N.B., F.P., G.S.), IRCCS Santa Lucia Foundation, Rome; IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli (G.B.F.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.B.F.), University Hospitals and University of Geneva, Switzerland; ICoN (S.F.C.), Scuola Universitaria Superiore IUSS Pavia; and IRCCS Mondino Foundation (S.F.C.), Pavia, Italy
| | - Pietro Tiraboschi
- From Vita-Salute San Raffaele University (G.T., C.B., D.P.); In Vivo Human Molecular and Structural Neuroimaging Unit, Division of Neuroscience (G.T., C.B., L.P., D.P.), IRCCS San Raffaele Scientific Institute; Nuclear Medicine Unit (E.G.V., L.P., D.P.), San Raffaele Hospital; Unit of Neurology and Neuropathology (P.T.), Fondazione IRCCS Istituto Neurologico Carlo Besta (C.M., G.F., F.T.), Milan; Laboratory of Neuropsychiatry (V.C., N.B., F.P., G.S.), IRCCS Santa Lucia Foundation, Rome; IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli (G.B.F.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.B.F.), University Hospitals and University of Geneva, Switzerland; ICoN (S.F.C.), Scuola Universitaria Superiore IUSS Pavia; and IRCCS Mondino Foundation (S.F.C.), Pavia, Italy
| | - Fabrizio Tagliavini
- From Vita-Salute San Raffaele University (G.T., C.B., D.P.); In Vivo Human Molecular and Structural Neuroimaging Unit, Division of Neuroscience (G.T., C.B., L.P., D.P.), IRCCS San Raffaele Scientific Institute; Nuclear Medicine Unit (E.G.V., L.P., D.P.), San Raffaele Hospital; Unit of Neurology and Neuropathology (P.T.), Fondazione IRCCS Istituto Neurologico Carlo Besta (C.M., G.F., F.T.), Milan; Laboratory of Neuropsychiatry (V.C., N.B., F.P., G.S.), IRCCS Santa Lucia Foundation, Rome; IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli (G.B.F.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.B.F.), University Hospitals and University of Geneva, Switzerland; ICoN (S.F.C.), Scuola Universitaria Superiore IUSS Pavia; and IRCCS Mondino Foundation (S.F.C.), Pavia, Italy
| | - Giovanni Battista Frisoni
- From Vita-Salute San Raffaele University (G.T., C.B., D.P.); In Vivo Human Molecular and Structural Neuroimaging Unit, Division of Neuroscience (G.T., C.B., L.P., D.P.), IRCCS San Raffaele Scientific Institute; Nuclear Medicine Unit (E.G.V., L.P., D.P.), San Raffaele Hospital; Unit of Neurology and Neuropathology (P.T.), Fondazione IRCCS Istituto Neurologico Carlo Besta (C.M., G.F., F.T.), Milan; Laboratory of Neuropsychiatry (V.C., N.B., F.P., G.S.), IRCCS Santa Lucia Foundation, Rome; IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli (G.B.F.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.B.F.), University Hospitals and University of Geneva, Switzerland; ICoN (S.F.C.), Scuola Universitaria Superiore IUSS Pavia; and IRCCS Mondino Foundation (S.F.C.), Pavia, Italy
| | - Stefano F Cappa
- From Vita-Salute San Raffaele University (G.T., C.B., D.P.); In Vivo Human Molecular and Structural Neuroimaging Unit, Division of Neuroscience (G.T., C.B., L.P., D.P.), IRCCS San Raffaele Scientific Institute; Nuclear Medicine Unit (E.G.V., L.P., D.P.), San Raffaele Hospital; Unit of Neurology and Neuropathology (P.T.), Fondazione IRCCS Istituto Neurologico Carlo Besta (C.M., G.F., F.T.), Milan; Laboratory of Neuropsychiatry (V.C., N.B., F.P., G.S.), IRCCS Santa Lucia Foundation, Rome; IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli (G.B.F.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.B.F.), University Hospitals and University of Geneva, Switzerland; ICoN (S.F.C.), Scuola Universitaria Superiore IUSS Pavia; and IRCCS Mondino Foundation (S.F.C.), Pavia, Italy
| | - Gianfranco Spalletta
- From Vita-Salute San Raffaele University (G.T., C.B., D.P.); In Vivo Human Molecular and Structural Neuroimaging Unit, Division of Neuroscience (G.T., C.B., L.P., D.P.), IRCCS San Raffaele Scientific Institute; Nuclear Medicine Unit (E.G.V., L.P., D.P.), San Raffaele Hospital; Unit of Neurology and Neuropathology (P.T.), Fondazione IRCCS Istituto Neurologico Carlo Besta (C.M., G.F., F.T.), Milan; Laboratory of Neuropsychiatry (V.C., N.B., F.P., G.S.), IRCCS Santa Lucia Foundation, Rome; IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli (G.B.F.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.B.F.), University Hospitals and University of Geneva, Switzerland; ICoN (S.F.C.), Scuola Universitaria Superiore IUSS Pavia; and IRCCS Mondino Foundation (S.F.C.), Pavia, Italy
| | - Daniela Perani
- From Vita-Salute San Raffaele University (G.T., C.B., D.P.); In Vivo Human Molecular and Structural Neuroimaging Unit, Division of Neuroscience (G.T., C.B., L.P., D.P.), IRCCS San Raffaele Scientific Institute; Nuclear Medicine Unit (E.G.V., L.P., D.P.), San Raffaele Hospital; Unit of Neurology and Neuropathology (P.T.), Fondazione IRCCS Istituto Neurologico Carlo Besta (C.M., G.F., F.T.), Milan; Laboratory of Neuropsychiatry (V.C., N.B., F.P., G.S.), IRCCS Santa Lucia Foundation, Rome; IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli (G.B.F.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.B.F.), University Hospitals and University of Geneva, Switzerland; ICoN (S.F.C.), Scuola Universitaria Superiore IUSS Pavia; and IRCCS Mondino Foundation (S.F.C.), Pavia, Italy.
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Billette OV, Ziegler G, Aruci M, Schütze H, Kizilirmak JM, Richter A, Altenstein S, Bartels C, Brosseron F, Cardenas-Blanco A, Dahmen P, Dechent P, Dobisch L, Fliessbach K, Freiesleben SD, Glanz W, Göerß D, Haynes JD, Heneka MT, Kilimann I, Kimmich O, Kleineidam L, Laske C, Lohse A, Rostamzadeh A, Metzger C, Munk MH, Peters O, Preis L, Priller J, Scheffler K, Schneider A, Spottke A, Spruth EJ, Ramirez A, Röske S, Roy N, Teipel S, Wagner M, Wiltfang J, Wolfsgruber S, Yakupov R, Zeidman P, Jessen F, Schott BH, Düzel E, Maass A. Novelty-Related fMRI Responses of Precuneus and Medial Temporal Regions in Individuals at Risk for Alzheimer Disease. Neurology 2022; 99:e775-e788. [PMID: 35995589 PMCID: PMC9484732 DOI: 10.1212/wnl.0000000000200667] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Accepted: 03/16/2022] [Indexed: 11/17/2022] Open
Abstract
Background and Objectives We assessed whether novelty-related fMRI activity in medial temporal lobe regions and the precuneus follows an inverted U-shaped pattern across the clinical spectrum of increased Alzheimer disease (AD) risk as previously suggested. Specifically, we tested for potentially increased activity in individuals with a higher AD risk due to subjective cognitive decline (SCD) or mild cognitive impairment (MCI). We further tested whether activity differences related to diagnostic groups were accounted for by CSF markers of AD or brain atrophy. Methods We studied 499 participants aged 60–88 years from the German Center for Neurodegenerative Diseases Longitudinal Cognitive Impairment and Dementia Study (DELCODE) who underwent task-fMRI. Participants included 163 cognitively normal (healthy control, HC) individuals, 222 SCD, 82 MCI, and 32 patients with clinical diagnosis of mild AD. CSF levels of β-amyloid 42/40 ratio and phosphorylated-tau181 were available from 232 participants. We used region-based analyses to assess novelty-related activity (novel > highly familiar scenes) in entorhinal cortex, hippocampus, and precuneus as well as whole-brain voxel-wise analyses. First, general linear models tested differences in fMRI activity between participant groups. Complementary regression models tested quadratic relationships between memory impairment and activity. Second, relationships of activity with AD CSF biomarkers and brain volume were analyzed. Analyses were controlled for age, sex, study site, and education. Results In the precuneus, we observed an inverted U-shaped pattern of novelty-related activity across groups, with higher activity in SCD and MCI compared with HC, but not in patients with AD who showed relatively lower activity than MCI. This nonlinear pattern was confirmed by a quadratic relationship between memory impairment and precuneus activity. Precuneus activity was not related to AD biomarkers or brain volume. In contrast to the precuneus, hippocampal activity was reduced in AD dementia compared with all other groups and related to AD biomarkers. Discussion Novelty-related activity in the precuneus follows a nonlinear pattern across the clinical spectrum of increased AD risk. Although the underlying mechanism remains unclear, increased precuneus activity might represent an early signature of memory impairment. Our results highlight the nonlinearity of activity alterations that should be considered in clinical trials using functional outcome measures or targeting hyperactivity.
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Affiliation(s)
- Ornella V Billette
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Gabriel Ziegler
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Merita Aruci
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Hartmut Schütze
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Jasmin M Kizilirmak
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Anni Richter
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Slawek Altenstein
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Claudia Bartels
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Frederic Brosseron
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Arturo Cardenas-Blanco
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Philip Dahmen
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Peter Dechent
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Laura Dobisch
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Klaus Fliessbach
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Silka Dawn Freiesleben
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Wenzel Glanz
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Doreen Göerß
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - John Dylan Haynes
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Michael T Heneka
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Ingo Kilimann
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Okka Kimmich
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Luca Kleineidam
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Christoph Laske
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Andrea Lohse
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Ayda Rostamzadeh
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Coraline Metzger
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Matthias H Munk
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Oliver Peters
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Lukas Preis
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Josef Priller
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Klaus Scheffler
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Anja Schneider
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Annika Spottke
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Eike Jakob Spruth
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Alfredo Ramirez
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Sandra Röske
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Nina Roy
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Stefan Teipel
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Michael Wagner
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Jens Wiltfang
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Steffen Wolfsgruber
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Renat Yakupov
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Peter Zeidman
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Frank Jessen
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Björn H Schott
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Emrah Düzel
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK
| | - Anne Maass
- From the German Center for Neurodegenerative Diseases (DZNE) (O.V.B., G.Z., M.A., A.C.-B., W.G., C.M., R.Y., E.D., A.M.), Magdeburg; Institute of Cognitive Neurology and Dementia Research (IKND) (O.V.B., G.Z., H.S., A.C.-B., L.D., C.M., R.Y., E.D.), Otto-von-Guericke University, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (J.M.K., J.W., B.H.S.), Goettingen; Department of Behavioral Neurology (A. Richter, B.H.S.), Leibniz Institute for Neurobiology, Magdeburg; German Center for Neurodegenerative Diseases (DZNE) (S.A., P. Dahmen, S.D.F., O.P., L.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., A.L., J.P., E.J.S.), Charité; Department of Psychiatry and Psychotherapy (C.B., J.W., B.H.S.), University Medical Center Goettingen, University of Goettingen; German Center for Neurodegenerative Diseases (DZNE) (F.B., K.F., M.T.H., O.K., L.K., A. Schneider, A. Spottke, A. Ramirez, S.R., N.R., M.W., S.W., F.J.), Bonn; University of Bonn Medical Center (F.B., K.F., M.T.H., L.K., A. Schneider, A. Ramirez, M.W., S.W.); Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn; MR-Research in Neurosciences (P. Dechent), Department of Cognitive Neurology, Georg-August-University Göttingen; Department of Psychosomatic Medicine (D.G., I.K., S.T.), Rostock University Medical Center; Bernstein Center for Computational Neuroscience (J.D.H.), Charité-Universitätsmedizin, Berlin; German Center for Neurodegenerative Diseases (DZNE) (I.K., S.T.), Rostock; German Center for Neurodegenerative Diseases (DZNE) (C.L., M.H.M.), Tübingen; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen; Department of Psychiatry (A. Rostamzadeh), Medical Faculty, University of Cologne; Department of Psychiatry and Psychotherapy (C.M.), Otto-von-Guericke University, Magdeburg; Systems Neurophysiology (M.H.M.), Department of Biology, Darmstadt University of Technology, Germany; Campus Benjamin Franklin, Department of Psychiatry (O.P, L.P.), Charité-Universitätsmedizin Berlin; Department for Biomedical Magnetic Resonance (K.S.), University of Tübingen; Department of Neurology (A. Spottke), University of Bonn; Division of Neurogenetics and Molecular Psychiatry (A. Ramirez, F.J.), Department of Psychiatry, Medical Faculty, University of Cologne; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (A. Ramirez, F.J.), University of Cologne, Köln, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases (A. Ramirez), San Antonio, TX; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Wellcome Centre for Human Neuroimaging (P.Z.), London, UK.
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Li TR, Yang Q, Hu X, Han Y. Biomarkers and Tools for Predicting Alzheimer's Disease in the Preclinical Stage. Curr Neuropharmacol 2022; 20:713-737. [PMID: 34030620 PMCID: PMC9878962 DOI: 10.2174/1570159x19666210524153901] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2021] [Revised: 04/27/2021] [Accepted: 05/08/2021] [Indexed: 11/22/2022] Open
Abstract
Alzheimer's disease (AD) is the only leading cause of death for which no disease-modifying therapy is currently available. Over the past decade, a string of disappointing clinical trial results has forced us to shift our focus to the preclinical stage of AD, which represents the most promising therapeutic window. However, the accurate diagnosis of preclinical AD requires the presence of brain β- amyloid deposition determined by cerebrospinal fluid or amyloid-positron emission tomography, significantly limiting routine screening and diagnosis in non-tertiary hospital settings. Thus, an easily accessible marker or tool with high sensitivity and specificity is highly needed. Recently, it has been discovered that individuals in the late stage of preclinical AD may not be truly "asymptomatic" in that they may have already developed subtle or subjective cognitive decline. In addition, advances in bloodderived biomarker studies have also allowed the detection of pathologic changes in preclinical AD. Exosomes, as cell-to-cell communication messengers, can reflect the functional changes of their source cell. Methodological advances have made it possible to extract brain-derived exosomes from peripheral blood, making exosomes an emerging biomarker carrier and liquid biopsy tool for preclinical AD. The eye and its associated structures have rich sensory-motor innervation. In this regard, studies have indicated that they may also provide reliable markers. Here, our report covers the current state of knowledge of neuropsychological and eye tests as screening tools for preclinical AD and assesses the value of blood and brain-derived exosomes as carriers of biomarkers in conjunction with the current diagnostic paradigm.
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Affiliation(s)
- Tao-Ran Li
- Department of Neurology, Xuanwu Hospital of Capital Medical University, Beijing, 100053, China
| | - Qin Yang
- Department of Neurology, Xuanwu Hospital of Capital Medical University, Beijing, 100053, China
| | - Xiaochen Hu
- Department of Psychiatry, University of Cologne, Medical Faculty, Cologne, 50924, Germany
| | - Ying Han
- Department of Neurology, Xuanwu Hospital of Capital Medical University, Beijing, 100053, China;,Center of Alzheimer’s Disease, Beijing Institute for Brain Disorders, Beijing, 100053, China;,National Clinical Research Center for Geriatric Disorders, Beijing, 100053, China;,School of Biomedical Engineering, Hainan University, Haikou, 570228, China;,Address correspondence to this author at the Department of Neurology, Xuanwu Hospital of Capital Medical University, Beijing, 100053, China; Tel: +86 13621011941; E-mail:
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Wolfsgruber S, Kleineidam L, Weyrauch AS, Barkhoff M, Röske S, Peters O, Preis L, Gref D, Spruth EJ, Altenstein S, Priller J, Fließbach K, Schneider A, Wiltfang J, Bartels C, Jessen F, Maier F, Düzel E, Metzger C, Glanz W, Buerger K, Janowitz D, Perneczky R, Rauchmann BS, Kilimann I, Teipel S, Laske C, Munk MH, Roy N, Spottke A, Ramirez A, Heneka MT, Brosseron F, Wagneron M. Relevance of Subjective Cognitive Decline in Older Adults with a First-Degree Family History of Alzheimer's Disease. J Alzheimers Dis 2022; 87:545-555. [PMID: 35275535 DOI: 10.3233/jad-215416] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND It is unclear whether subjective cognitive decline (SCD) is a relevant clinical marker of incipient Alzheimer's disease (AD) and future cognitive deterioration in individuals with a family history of AD (FHAD). OBJECTIVE To investigate the association of SCD with cross-sectional cerebrospinal fluid (CSF) AD biomarker levels and cognitive decline in cognitively normal older adults with or without a first-degree FHAD. METHODS We analyzed data from cognitively normal individuals with first-degree FHAD (n = 82 "AD relatives"; mean age: 65.7 years (SD = 4.47); 59% female) and a similar group of n = 236 healthy controls without FHAD from the DELCODE study. We measured SCD with an in-depth structured interview from which we derived a SCD score, capturing features proposed to increase likelihood of underlying AD ("SCD-plus score"). We tested whether higher SCD-plus scores were associated with more pathological CSF AD biomarker levels and cognitive decline over time and whether this association varied by group. RESULTS AD relatives showed higher SCD-plus scores than healthy controls and more cognitive decline over time. Higher SCD-plus scores also related stronger to cognitive change and abnormal CSF AD biomarker levels in the AD relatives as compared to the healthy controls group. CONCLUSION Quantification of specific SCD features can provide further information on the likelihood of early AD pathology and cognitive decline among AD relatives. FHAD and SCD appear as synergistically acting enrichment strategies in AD research, the first one as a permanent indicator of genetic risk, the latter one as a correlate of disease progression.
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Affiliation(s)
- Steffen Wolfsgruber
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,University of Bonn Medical Center, Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn, Germany
| | - Luca Kleineidam
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,University of Bonn Medical Center, Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn, Germany
| | - Anne-Sophie Weyrauch
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,University of Bonn Medical Center, Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn, Germany
| | - Miriam Barkhoff
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Sandra Röske
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Oliver Peters
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany.,Charité-Universitätsmedizin Berlin, Campus Benjamin Franklin, Department of Psychiatry, Berlin, Germany
| | - Lukas Preis
- Charité-Universitätsmedizin Berlin, Campus Benjamin Franklin, Department of Psychiatry, Berlin, Germany
| | - Daria Gref
- Charité-Universitätsmedizin Berlin, Campus Benjamin Franklin, Department of Psychiatry, Berlin, Germany
| | - Eike Jakob Spruth
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany.,Department of Psychiatry and Psychotherapy, Charité, Berlin, Germany
| | - Slawek Altenstein
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany.,Department of Psychiatry and Psychotherapy, Charité, Berlin, Germany
| | - Josef Priller
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany.,Department of Psychiatry and Psychotherapy, Charité, Berlin, Germany.,Department of Psychiatry and Psychotherapy, Klinikum Rechts der Isar, Technical University Munich, Germany
| | - Klaus Fließbach
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,University of Bonn Medical Center, Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn, Germany
| | - Anja Schneider
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,University of Bonn Medical Center, Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn, Germany
| | - Jens Wiltfang
- German Center for Neurodegenerative Diseases (DZNE), Goettingen, Germany.,Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Germany.,Neurosciences and Signaling Group, Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Aveiro, Portugal
| | - Claudia Bartels
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Germany
| | - Frank Jessen
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,Department of Psychiatry, Medical Faculty University of Cologne, Germany.,Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), University of Cologne, Germany
| | - Franziska Maier
- Department of Psychiatry, Medical Faculty University of Cologne, Germany
| | - Emrah Düzel
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.,Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Magdeburg, Germany
| | - Coraline Metzger
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.,Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Magdeburg, Germany.,Department of Psychiatry and Psychotherapy, Otto-von-Guericke University, Magdeburg, Germany
| | - Wenzel Glanz
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - Katharina Buerger
- German Center for Neurodegenerative Diseases (DZNE) Munich, Germany.,Institute for Stroke and Dementia Research, University Hospital, LMU Munich, Munich, Germany
| | - Daniel Janowitz
- Institute for Stroke and Dementia Research, University Hospital, LMU Munich, Munich, Germany
| | - Robert Perneczky
- German Center for Neurodegenerative Diseases (DZNE) Munich, Germany.,Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany.,Munich Cluster for Systems Neurology (SyNergy), Munich, Germany.,Ageing Epidemiology Research Unit (AGE), School of Public Health, Imperial College London, London, UK
| | - Boris-Stephan Rauchmann
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
| | - Ingo Kilimann
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany.,Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany
| | - Stefan Teipel
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany.,Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany
| | - Christoph Laske
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany.,Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany
| | - Matthias H Munk
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany.,Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany
| | - Nina Roy
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Annika Spottke
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,University of Bonn Medical Center, Department of Neurology, Bonn, Germany
| | - Alfredo Ramirez
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,University of Bonn Medical Center, Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn, Germany.,Division of Neurogenetics and Molecular Psychiatry, Department of Psychiatry, Medical Faculty University of Cologne, Germany
| | - Michael T Heneka
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,University of Bonn Medical Center, Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn, Germany
| | - Frederic Brosseron
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,University of Bonn Medical Center, Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn, Germany
| | - Michael Wagneron
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,University of Bonn Medical Center, Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn, Germany
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Munro CE, Buckley R, Vannini P, DeMuro C, Sperling R, Rentz DM, Johnson K, Gatchel JR, Amariglio R. Longitudinal Trajectories of Participant- and Study Partner-Rated Cognitive Decline, in Relation to Alzheimer's Disease Biomarkers and Mood Symptoms. Front Aging Neurosci 2022; 13:806432. [PMID: 35173601 PMCID: PMC8841868 DOI: 10.3389/fnagi.2021.806432] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2021] [Accepted: 12/29/2021] [Indexed: 11/13/2022] Open
Abstract
Whereas discrepancies between participant- and study partner-reported cognitive concerns on the Alzheimer's disease (AD) continuum have been observed, more needs to be known regarding the longitudinal trajectories of participant- vs. study partner-reported concerns, particularly their relationship to AD biomarkers and mood symptomology. Additionally, it is unclear whether years of in-clinic data collection are needed to observe relationships with AD biomarkers, or whether more frequent, remote assessments over shorter periods of time would suffice. This study primarily sought to examine the relationships between longitudinal trajectories of participant- and study partner-rated cognitive decline and baseline biomarker levels [i.e., amyloid and tau positron emission tomography (PET)], in addition to how mood symptomatology may alter these trajectories of concerns over a 2-year period. Baseline mood was associated with longitudinal participant-rated concerns, such that participants with elevated depression and anxiety scores at baseline had decreasing concerns about cognitive decline over time (fixed estimate = -0.17, 95% CI [-0.29 to -0.05], t = -2.75, df = 457, adj. p = 0.012). A significant interaction between baseline amyloid (fixed estimate = 4.07, 95% CI [1.13-7.01], t = 2.72, df = 353, adj. p = 0.026) and tau (fixed estimate = 3.50, 95% CI [0.95-6.06], t = 2.70, df = 331, adj. p = 0.030) levels was associated with increasing study partner concerns, but not participant concerns, over time. The interaction between amyloid and study partner concerns remained significant when utilizing only the first year of concern-related data collection. Overall, these results suggest that frequent, remote assessment of study partner-reported concerns may offer additional insight into the AD clinical spectrum, as study partners appear to more accurately update their concerns over time with regard to pathology, with these concerns less influenced by participants' mood symptomatology.
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Affiliation(s)
- Catherine E. Munro
- Center for Brain/Mind Medicine, Brigham and Women’s Hospital, Boston, MA, United States
| | - Rachel Buckley
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
- Center for Alzheimer’s Research and Treatment, Department of Neurology, Brigham and Women’s Hospital, Boston, MA, United States
- Melbourne School of Psychological Sciences, Florey Institute, The University of Melbourne, Melbourne, VIC, Australia
| | - Patrizia Vannini
- Center for Brain/Mind Medicine, Brigham and Women’s Hospital, Boston, MA, United States
- Massachusetts General Hospital, Boston, MA, United States
| | - Carla DeMuro
- Department of Patient-Centered Outcomes Assessment, RTI Health Solutions, Research Triangle Park, NC, United States
| | - Reisa Sperling
- Center for Alzheimer’s Research and Treatment, Department of Neurology, Brigham and Women’s Hospital, Boston, MA, United States
- Massachusetts General Hospital, Boston, MA, United States
| | - Dorene M. Rentz
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
- Center for Alzheimer’s Research and Treatment, Department of Neurology, Brigham and Women’s Hospital, Boston, MA, United States
| | - Keith Johnson
- Center for Alzheimer’s Research and Treatment, Department of Neurology, Brigham and Women’s Hospital, Boston, MA, United States
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
| | - Jennifer R. Gatchel
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
- McLean Hospital, Belmont, MA, United States
| | - Rebecca Amariglio
- Center for Brain/Mind Medicine, Brigham and Women’s Hospital, Boston, MA, United States
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Wang X, Bi Q, Lu J, Chan P, Hu X, Su L, Jessen F, Lin H, Han C, Shu N, Liu H, Han Y. Difference in Amyloid Load Between Single Memory Domain and Multidomain Subjective Cognitive Decline: A Study from the SILCODE. J Alzheimers Dis 2021; 85:1573-1582. [PMID: 34958039 DOI: 10.3233/jad-215373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Background: Subjective cognitive decline (SCD), an at-risk condition of Alzheimer’s disease (AD), can involve various cognitive domains, such as memory, language, planning, and attention. Objective: We aims to explore the differences in amyloid load between the single memory domain SCD (sd-SCD) and the multidomain SCD (md-SCD) and assess the relationship of amyloid pathology with quantitative SCD scores and objective cognition. Methods: A total of 63 SCD participants from the SILCODE study underwent the clinical evaluation, neuropsychological assessment, and 18F-florbetapir PET scan. Global amyloid standard uptake value ratio (SUVr) was calculated. Additionally, regional amyloid SUVr was quantified in 12 brain regions of interests. A nonparametric rank ANCOVA was used to compare the global and regional amyloid SUVr between the md-SCD (n = 34) and sd-SCD (n = 29) groups. A multiple linear regression analysis was conducted to test the relationship of amyloid SUVr with quantitative SCD scores and objective cognition. Results: Compared with individuals with sd-SCD, individuals with md-SCD had increased global amyloid SUVr (F = 5.033, p = 0.029) and regional amyloid SUVr in the left middle temporal gyrus (F = 12.309, p = 0.001; Bonferroni corrected), after controlling for the effects of age, sex, and education. When pooling all SCD participants together, the increased global amyloid SUVr was related with higher SCD-plus sum scores and lower Auditory Verbal Learning Test-delayed recall scores. Conclusion: According to our findings, individuals with md-SCD showed higher amyloid accumulation than individuals with sd-SCD, suggesting that md-SCD may experience a more advanced stage of SCD. Additionally, increased global amyloid load was predictive of a poorer episodic memory function in SCD individuals.
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Affiliation(s)
- Xiaoqi Wang
- Department of Neurology, Xuanwu Hospital of Capital Medical University, Beijing, China
| | - Qiuhui Bi
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China
| | - Jie Lu
- Department of Radiology, Xuanwu Hospital of Capital Medical University, Beijing, China
| | - Piu Chan
- Department of Neurology, Xuanwu Hospital of Capital Medical University, Beijing, China
- National Clinical Research Center for Geriatric Disorders, Beijing, China
| | - Xiaochen Hu
- Department of Psychiatry and Psychotherapy, University of Cologne, Medical Faculty, Cologne, Germany
| | - Li Su
- Department of Psychiatry, University of Cambridge, United Kingdom
- Sino-Britain Centre for Cognition and Ageing Research, Southwest University, Chongqing, China
| | - Frank Jessen
- Department of Psychiatry and Psychotherapy, University of Cologne, Medical Faculty, Cologne, Germany
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), University of Cologne, Germany
| | - Hua Lin
- Department of Neurology, Xuanwu Hospital of Capital Medical University, Beijing, China
| | | | - Ni Shu
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China
| | - Hesheng Liu
- Athinlula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA, USA
| | - Ying Han
- Department of Neurology, Xuanwu Hospital of Capital Medical University, Beijing, China
- National Clinical Research Center for Geriatric Disorders, Beijing, China
- Center of Alzheimer’s Disease, Beijing Institute for Brain Disorders, Beijing, China
- School of Biomedical Engineering, Hainan University, Haikou, China
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49
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Wen C, Bi YL, Hu H, Huang SY, Ma YH, Hu HY, Tan L, Yu JT. Association of Subjective Cognitive Decline with Cerebrospinal Fluid Biomarkers of Alzheimer’s Disease Pathology in Cognitively Intact Older Adults: The CABLE Study. J Alzheimers Dis 2021; 85:1143-1151. [PMID: 34924386 DOI: 10.3233/jad-215178] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Background: Subjective cognitive decline (SCD) might occur at the early stages of dementia. Individuals with SCD have an increased risk of subsequent objective cognitive decline and greater rates of progression to dementia. Objective: We aimed to explore the associations between SCD and cerebrospinal fluid (CSF) biomarkers of Alzheimer’s disease (AD) pathology in cognitively normal individuals. Methods: A total of 1,099 cognitively normal elders with available data on CSF biomarkers of AD pathology (Aβ 42, P-tau, and T-tau) were included in our analysis. Linear regression was used to examine the associations of SCD status and SCD severity with CSF biomarkers. Additionally, a review was conducted to discuss the associations between SCD and CSF biomarkers of AD pathology. Results: After adjustments for covariates, SCD and SCD severity showed significant associations with CSF Aβ 42 (SCD: β= –0.0003, p = 0.0263; SCD severity: β= –0.0004, p = 0.0046), CSF T-tau/Aβ 42 ratio (SCD: β= 0.1080, p = 0.1080; SCD severity: β= 0.1129, p = 0.0009) and CSF P-tau/Aβ 42 ratio (SCD: β= 0.0167, p = 0.0103; SCD severity: β= 0.0193, p = 0.0006) rather than T-tau and P-tau compared with cognitively normal individuals. In the review, a total of 28 studies were finally included after reviewing 174 articles. CSF Aβ 42 was lower in SCD than cognitively normal (CN) individuals, but higher than those with objective cognitive decline. However, CSF tau pathology showed no difference between SCD and CN. Conclusion: The results indicated that pathophysiological changes in CSF Aβ pathology occurred in individuals with SCD, which provide new insights into early intervention of AD.
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Affiliation(s)
- Chen Wen
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao, China
| | - Yan-Lin Bi
- Department of Anesthesiology, Qingdao Municipal Hospital, Qingdao University, China
| | - Hao Hu
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao, China
| | - Shu-Yi Huang
- From Department of Neurology and Institute of Neurology, Huashan Hospital, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Shanghai Medical College, Fudan University, Shanghai, China
| | - Ya-Hui Ma
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao, China
| | - He-Ying Hu
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao, China
| | - Lan Tan
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao, China
| | - Jin-Tai Yu
- From Department of Neurology and Institute of Neurology, Huashan Hospital, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Shanghai Medical College, Fudan University, Shanghai, China
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50
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Chen B, Wang Q, Zhong X, Mai N, Zhang M, Zhou H, Haehner A, Chen X, Wu Z, Auber LA, Rao D, Liu W, Zheng J, Lin L, Li N, Chen S, Chen B, Hummel T, Ning Y. Structural and Functional Abnormalities of Olfactory-Related Regions in Subjective Cognitive Decline, Mild Cognitive Impairment, and Alzheimer's Disease. Int J Neuropsychopharmacol 2021; 25:361-374. [PMID: 34893841 PMCID: PMC9154279 DOI: 10.1093/ijnp/pyab091] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/24/2021] [Revised: 11/11/2021] [Accepted: 12/09/2021] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Odor identification (OI) dysfunction is an early marker of Alzheimer's disease (AD), but it remains unclear how olfactory-related regions change from stages of subjective cognitive decline (SCD) and mild cognitive impairment (MCI) to AD dementia. METHODS Two hundred and sixty-nine individuals were recruited in the present study. The olfactory-related regions were defined as the regions of interest, and the grey matter volume (GMV), low-frequency fluctuation, regional homogeneity (ReHo), and functional connectivity (FC) were compared for exploring the changing pattern of structural and functional abnormalities across AD, MCI, SCD, and normal controls. RESULTS From the SCD, MCI to AD groups, the reduced GMV, increased low-frequency fluctuation, increased ReHo, and reduced FC of olfactory-related regions became increasingly severe, and only the degree of reduced GMV of hippocampus and caudate nucleus clearly distinguished the 3 groups. SCD participants exhibited reduced GMV (hippocampus, etc.), increased ReHo (caudate nucleus), and reduced FC (hippocampus-hippocampus and hippocampus-parahippocampus) in olfactory-related regions compared with normal controls. Additionally, reduced GMV of the bilateral hippocampus and increased ReHo of the right caudate nucleus were associated with OI dysfunction and global cognitive impairment, and they exhibited partially mediated effects on the relationships between OI and global cognition across all participants. CONCLUSION Structural and functional abnormalities of olfactory-related regions present early with SCD and deepen with disease severity in the AD spectrum. The hippocampus and caudate nucleus may be the hub joining OI and cognitive function in the AD spectrum.
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Affiliation(s)
| | | | | | - Naikeng Mai
- Memory Clinic, Department of Geriatric Psychiatry, The Affiliated Brain Hospital of Guangzhou Medical University (Guangzhou Huiai Hospital), Guangzhou, Guangdong Province, China
| | - Min Zhang
- Memory Clinic, Department of Geriatric Psychiatry, The Affiliated Brain Hospital of Guangzhou Medical University (Guangzhou Huiai Hospital), Guangzhou, Guangdong Province, China
| | - Huarong Zhou
- Memory Clinic, Department of Geriatric Psychiatry, The Affiliated Brain Hospital of Guangzhou Medical University (Guangzhou Huiai Hospital), Guangzhou, Guangdong Province, China
| | - Antje Haehner
- Smell and Taste Clinic, Department of Otorhinolaryngology, Technische Universität Dresden, Dresden, Germany
| | - Xinru Chen
- Memory Clinic, Department of Geriatric Psychiatry, The Affiliated Brain Hospital of Guangzhou Medical University (Guangzhou Huiai Hospital), Guangzhou, Guangdong Province, China
| | - Zhangying Wu
- Memory Clinic, Department of Geriatric Psychiatry, The Affiliated Brain Hospital of Guangzhou Medical University (Guangzhou Huiai Hospital), Guangzhou, Guangdong Province, China
| | - Lavinia Alberi Auber
- Department of Medicine, University of Fribourg, Fribourg, Switzerland,Swiss Integrative Center of Human Health, Fribourg, Switzerland
| | - Dongping Rao
- Memory Clinic, Department of Geriatric Psychiatry, The Affiliated Brain Hospital of Guangzhou Medical University (Guangzhou Huiai Hospital), Guangzhou, Guangdong Province, China
| | - Wentao Liu
- Memory Clinic, Department of Geriatric Psychiatry, The Affiliated Brain Hospital of Guangzhou Medical University (Guangzhou Huiai Hospital), Guangzhou, Guangdong Province, China
| | - Jinhong Zheng
- Guangzhou Medical University, Guangzhou, Guangdong Province, China
| | - Lijing Lin
- Guangzhou Medical University, Guangzhou, Guangdong Province, China
| | - Nanxi Li
- Guangzhou Medical University, Guangzhou, Guangdong Province, China
| | - Sihao Chen
- Guangzhou Medical University, Guangzhou, Guangdong Province, China
| | - Bingxin Chen
- Guangzhou Medical University, Guangzhou, Guangdong Province, China
| | - Thomas Hummel
- Smell and Taste Clinic, Department of Otorhinolaryngology, Technische Universität Dresden, Dresden, Germany
| | - Yuping Ning
- Correspondence: Yuping Ning, PhD, No. 13, Mingxin Road, The Affiliated Brain Hospital of Guangzhou Medical University (Guangzhou Huiai Hospital), Guangzhou, Guangdong Province, China ()
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