1
|
Huszár Z, Engh MA, Pavlekovics M, Sato T, Steenkamp Y, Hanseeuw B, Terebessy T, Molnár Z, Hegyi P, Csukly G. Risk of conversion to mild cognitive impairment or dementia among subjects with amyloid and tau pathology: a systematic review and meta-analysis. Alzheimers Res Ther 2024; 16:81. [PMID: 38610055 PMCID: PMC11015617 DOI: 10.1186/s13195-024-01455-2] [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: 07/07/2023] [Accepted: 04/08/2024] [Indexed: 04/14/2024]
Abstract
BACKGROUND Measurement of beta-amyloid (Aβ) and phosphorylated tau (p-tau) levels offers the potential for early detection of neurocognitive impairment. Still, the probability of developing a clinical syndrome in the presence of these protein changes (A+ and T+) remains unclear. By performing a systematic review and meta-analysis, we investigated the risk of mild cognitive impairment (MCI) or dementia in the non-demented population with A+ and A- alone and in combination with T+ and T- as confirmed by PET or cerebrospinal fluid examination. METHODS A systematic search of prospective and retrospective studies investigating the association of Aβ and p-tau with cognitive decline was performed in three databases (MEDLINE via PubMed, EMBASE, and CENTRAL) on January 9, 2024. The risk of bias was assessed using the Cochrane QUIPS tool. Odds ratios (OR) and Hazard Ratios (HR) were pooled using a random-effects model. The effect of neurodegeneration was not studied due to its non-specific nature. RESULTS A total of 18,162 records were found, and at the end of the selection process, data from 36 cohorts were pooled (n= 7,793). Compared to the unexposed group, the odds ratio (OR) for conversion to dementia in A+ MCI patients was 5.18 [95% CI 3.93; 6.81]. In A+ CU subjects, the OR for conversion to MCI or dementia was 5.79 [95% CI 2.88; 11.64]. Cerebrospinal fluid Aβ42 or Aβ42/40 analysis and amyloid PET imaging showed consistent results. The OR for conversion in A+T+ MCI subjects (11.60 [95% CI 7.96; 16.91]) was significantly higher than in A+T- subjects (2.73 [95% CI 1.65; 4.52]). The OR for A-T+ MCI subjects was non-significant (1.47 [95% CI 0.55; 3.92]). CU subjects with A+T+ status had a significantly higher OR for conversion (13.46 [95% CI 3.69; 49.11]) than A+T- subjects (2.04 [95% CI 0.70; 5.97]). Meta-regression showed that the ORs for Aβ exposure decreased with age in MCI. (beta = -0.04 [95% CI -0.03 to -0.083]). CONCLUSIONS Identifying Aβ-positive individuals, irrespective of the measurement technique employed (CSF or PET), enables the detection of the most at-risk population before disease onset, or at least at a mild stage. The inclusion of tau status in addition to Aβ, especially in A+T+ cases, further refines the risk assessment. Notably, the higher odds ratio associated with Aβ decreases with age. TRIAL REGISTRATION The study was registered in PROSPERO (ID: CRD42021288100).
Collapse
Affiliation(s)
- Zsolt Huszár
- Centre for Translational Medicine, Semmelweis University, Üllői út 26, Budapest, 1085, Hungary
- Department of Psychiatry and Psychotherapy, Semmelweis University, Balassa utca 6, Budapest, 1083, Hungary
| | - Marie Anne Engh
- Centre for Translational Medicine, Semmelweis University, Üllői út 26, Budapest, 1085, Hungary
| | - Márk Pavlekovics
- Centre for Translational Medicine, Semmelweis University, Üllői út 26, Budapest, 1085, Hungary
- Department of Neurology, Jahn Ferenc Teaching Hospital, Köves utca 1, Budapest, 1204, Hungary
| | - Tomoya Sato
- Centre for Translational Medicine, Semmelweis University, Üllői út 26, Budapest, 1085, Hungary
| | - Yalea Steenkamp
- Centre for Translational Medicine, Semmelweis University, Üllői út 26, Budapest, 1085, Hungary
| | - Bernard Hanseeuw
- Department of Neurology and Institute of Neuroscience, Cliniques Universitaires Saint-Luc, Université Catholique de Louvain, Brussels, 1200, Belgium
- Department of Radiology, Gordon Center for Medical Imaging, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02155, USA
| | - Tamás Terebessy
- Centre for Translational Medicine, Semmelweis University, Üllői út 26, Budapest, 1085, Hungary
| | - Zsolt Molnár
- Centre for Translational Medicine, Semmelweis University, Üllői út 26, Budapest, 1085, Hungary
- Department of Anesthesiology and Intensive Therapy, Semmelweis University, Üllői út 78/A, Budapest, Hungary
- Department of Anesthesiology and Intensive Therapy, Poznan University of Medical Sciences, 49 Przybyszewskiego St, Poznan, Poland
| | - Péter Hegyi
- Centre for Translational Medicine, Semmelweis University, Üllői út 26, Budapest, 1085, Hungary
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, 7624, Hungary
- Institute of Pancreatic Diseases, Semmelweis University, Tömő 25-29, Budapest, 1083, Hungary
- Translational Pancreatology Research Group, Interdisciplinary Centre of Excellence for Research Development and Innovation University of Szeged, Budapesti 9, Szeged, 6728, Hungary
| | - Gábor Csukly
- Centre for Translational Medicine, Semmelweis University, Üllői út 26, Budapest, 1085, Hungary.
- Department of Psychiatry and Psychotherapy, Semmelweis University, Balassa utca 6, Budapest, 1083, Hungary.
| |
Collapse
|
2
|
Lanctôt KL, Hviid Hahn-Pedersen J, Eichinger CS, Freeman C, Clark A, Tarazona LRS, Cummings J. Burden of Illness in People with Alzheimer's Disease: A Systematic Review of Epidemiology, Comorbidities and Mortality. J Prev Alzheimers Dis 2024; 11:97-107. [PMID: 38230722 PMCID: PMC10225771 DOI: 10.14283/jpad.2023.61] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Accepted: 04/05/2023] [Indexed: 10/29/2023]
Abstract
BACKGROUND Alzheimer's disease (AD) is the most common neurodegenerative disease worldwide, and an updated quantification of its impact on morbidity, disability, and mortality is warranted. We conducted a systematic literature review, focusing on the past decade, to characterize AD and assess its impact on affected individuals. METHODS Searches of Embase, MEDLINE, and the Cochrane Library were conducted on August 7, 2020 and updated on November 10, 2021. Observational studies from any country reporting incidence, prevalence, comorbidities, and/or outcomes related to disability and mortality/life expectancy, in people with mild cognitive impairment (MCI) due to AD, or mild, moderate, or severe AD dementia, were considered relevant. RESULTS Data were extracted from 88 studies (46 incidence/prevalence; 44 comorbidities; 25 mortality-/disability-related outcomes), mostly from Europe, the USA, and Asia. AD dementia diagnosis was confirmed using biomarkers in only 6 studies. Estimated 5-year mortality in AD was 35%, and comorbidity prevalence estimates varied widely (hypertension: 30.2-73.9%; diabetes: 6.0-24.3%; stroke: 2.7-13.7%). Overall, people with AD dementia were more likely to have cardiovascular disease or diabetes than controls, and 5-year mortality in people with AD dementia was double that in the age- and year-matched general population (115.0 vs 60.6 per 1,000 person-years). CONCLUSIONS AD is associated with excess morbidity and mortality. Future longitudinal studies of population aging, incorporating biomarker assessment to confirm AD diagnoses, are needed to better characterize the course of MCI due to AD and AD dementia.
Collapse
Affiliation(s)
- K L Lanctôt
- Krista L. Lanctôt, Hurvitz Brain Sciences Program, Sunnybrook Research Institute; and Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada, Email address: Telephone: +1 416 480-6100; Ext: 2241
| | | | | | | | | | | | | |
Collapse
|
3
|
Kang SH, Kang M, Han JH, Lee ES, Lee KJ, Chung SJ, Suh SI, Koh SB, Eo JS, Kim CK, Oh K. Independent effect of Aβ burden on cognitive impairment in patients with small subcortical infarction. Alzheimers Res Ther 2023; 15:178. [PMID: 37838715 PMCID: PMC10576878 DOI: 10.1186/s13195-023-01307-5] [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: 06/05/2023] [Accepted: 09/17/2023] [Indexed: 10/16/2023]
Abstract
BACKGROUND The effect of amyloid-β (Aβ) on cognitive impairment in patients with small subcortical infarction remains controversial, although a growing body of evidence shows a substantial overlap between Alzheimer's disease (AD) and subcortical ischemic vascular dementia, another form of cerebral small vessel disease (cSVD). Therefore, we investigated the relationships between Aβ positivity and the development of post-stroke cognitive impairment (PSCI) in patients with small subcortical infarction. METHODS We prospectively recruited 37 patients aged ≥ 50 years, with first-ever small subcortical infarction, who underwent amyloid positron emission tomography, 3 months after stroke at Korea University Guro Hospital. We also enrolled CU participants matched for age and sex with stroke patients for comparison of Aβ positivity. Patients were followed up at 3 and 12 months after the stroke to assess cognitive decline. Logistic and linear mixed-effect regression analyses were performed to identify the effect of Aβ positivity on PSCI development and long-term cognitive trajectories. RESULTS At 3 months after stroke, 12/37 (32.4%) patients developed PSCI, and 11/37 (29.7%) patients had Aβ deposition. Aβ positivity (odds ratio [OR] = 72.2, p = 0.024) was predictive of PSCI development regardless of cSVD burden. Aβ positivity (β = 0.846, p = 0.014) was also associated with poor cognitive trajectory, assessed by the Clinical Dementia Rating-Sum of Box, for 1 year after stroke. CONCLUSIONS Our findings highlight that Aβ positivity is an important predictor for PSCI development and cognitive decline over 1 year. Furthermore, our results provide evidence that anti-AD medications may be a strategy for preventing cognitive decline in patients with small subcortical infarctions.
Collapse
Affiliation(s)
- Sung Hoon Kang
- Department of Neurology, Korea University Guro Hospital, Korea University College of Medicine, 148 Gurodong-ro, Guro-gu, Seoul, 08308, South Korea
| | - Minwoong Kang
- Department of Biomedical Research Center, Korea University Guro Hospital, Korea University College of Medicine, Seoul, South Korea
| | - Jung Hoon Han
- Department of Neurology, Korea University Guro Hospital, Korea University College of Medicine, 148 Gurodong-ro, Guro-gu, Seoul, 08308, South Korea
| | - Eun Seong Lee
- Department of Nuclear Medicine, Korea University Guro Hospital, Korea University College of Medicine, 148 Gurodong-ro, Guro-gu, Seoul, 08308, South Korea
| | - Keon-Joo Lee
- Department of Neurology, Korea University Guro Hospital, Korea University College of Medicine, 148 Gurodong-ro, Guro-gu, Seoul, 08308, South Korea
| | - Su Jin Chung
- Department of Neurology, Myongji Hospital, Hanyang University College of Medicine, Goyang, South Korea
| | - Sang-Il Suh
- Department of Radiology, Korea University Guro Hospital, Korea University College of Medicine, Seoul, South Korea
| | - Seong-Beom Koh
- Department of Neurology, Korea University Guro Hospital, Korea University College of Medicine, 148 Gurodong-ro, Guro-gu, Seoul, 08308, South Korea
| | - Jae Seon Eo
- Department of Nuclear Medicine, Korea University Guro Hospital, Korea University College of Medicine, 148 Gurodong-ro, Guro-gu, Seoul, 08308, South Korea.
| | - Chi Kyung Kim
- Department of Neurology, Korea University Guro Hospital, Korea University College of Medicine, 148 Gurodong-ro, Guro-gu, Seoul, 08308, South Korea.
| | - Kyungmi Oh
- Department of Neurology, Korea University Guro Hospital, Korea University College of Medicine, 148 Gurodong-ro, Guro-gu, Seoul, 08308, South Korea
| |
Collapse
|
4
|
Lenzen S, Gannon B, Rose C, Norton EC. The relationship between physical activity, cognitive function and health care use: A mediation analysis. Soc Sci Med 2023; 335:116202. [PMID: 37713774 DOI: 10.1016/j.socscimed.2023.116202] [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: 02/05/2023] [Revised: 07/27/2023] [Accepted: 08/30/2023] [Indexed: 09/17/2023]
Abstract
Physical activity is known to provide substantial health benefits and subsequently reduce health care use among older people, but little is known about how much of this effect is due to improved cognitive function as opposed to physical improvements in health. We study the direct and indirect effect of physical activity on health care use using the word recall task as a measure of cognitive function in a mediation framework. We use data from eight waves of the US Health and Retirement Study (HRS) (2004 - 2018) of people aged 65 and older and exploit genetic variations between individuals as an instrumental variable (IV) for cognitive function, a local health care supply measure as IV for health care use, and neighbourhood physical activity as IV for individual physical activity in our simultaneous three-equation model. We find small but negative direct and indirect effects of physical activity through improved cognitive function on the probability to see a GP and being admitted to a hospital, as well as the number of GP visits and the hospital length of stay. Improved cognitive function explains between 5% to 17% of the total effect of physical activity on the reduction in health care use.
Collapse
Affiliation(s)
- Sabrina Lenzen
- Centre for the Business and Economics of Health, Sir Llew Edwards Building (Building 14), Level 5, Room 513a, The University of Queensland, Faculty of Business, Economics and Law, QLD, St Lucia 4072, Australia.
| | - Brenda Gannon
- Centre for the Business and Economics of Health, Sir Llew Edwards Building (Building 14), Level 5, Room 513a, The University of Queensland, Faculty of Business, Economics and Law, QLD, St Lucia 4072, Australia; School of Economics, Colin Clark Building (Building 39), The University of Queensland, Faculty of Business, Economics and Law, QLD, St Lucia 4072, Australia.
| | - Christiern Rose
- School of Economics, Colin Clark Building (Building 39), The University of Queensland, Faculty of Business, Economics and Law, QLD, St Lucia 4072, Australia.
| | - Edward C Norton
- Department of Health Management and Policy, University of Michigan, M3108 SPH II 1415 Washington Heights Ann Arbor, MI 48109-2029, United States of America; Department of Economics, University of Michigan, United States of America; Population Studies Center, United States of America; National Bureau of Economic Research, United States of America.
| |
Collapse
|
5
|
Bellia C, Lombardo M, Meloni M, Della-Morte D, Bellia A, Lauro D. Diabetes and cognitive decline. Adv Clin Chem 2022; 108:37-71. [PMID: 35659061 DOI: 10.1016/bs.acc.2021.07.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Epidemiologic studies have documented an association between diabetes and increased risk of cognitive decline in the elderly. Based on animal model studies, several mechanisms have been proposed to explain such an association, including central insulin signaling, neurodegeneration, brain amyloidosis, and neuroinflammation. Nevertheless, the exact mechanisms in humans remain poorly defined. It is reasonable, however, that many pathways may be involved in these patients leading to cognitive impairment. A major aim of clinicians is identifying early onset of neurologic signs and symptoms in elderly diabetics to improve quality of life of those with cognitive impairment and reduce costs associated with long-term complications. Several biomarkers have been proposed to identify diabetics at higher risk of developing dementia and diagnose early stage dementia. Although biomarkers of brain amyloidosis, neurodegeneration and synaptic plasticity are commonly used to diagnose dementia, especially Alzheimer disease, their role in diabetes remains unclear. The aim of this review is to explore the molecular mechanisms linking diabetes with cognitive decline and present the most important findings on the clinical use of biomarkers for diagnosing and predicting early cognitive decline in diabetics.
Collapse
Affiliation(s)
- Chiara Bellia
- Department of Biomedicine, Neurosciences, and Advanced Diagnostics, University of Palermo, Palermo, Italy.
| | - Mauro Lombardo
- Department of Human Sciences and Quality of Life Promotion, San Raffaele Open University, Rome, Italy
| | - Marco Meloni
- Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - David Della-Morte
- Department of Human Sciences and Quality of Life Promotion, San Raffaele Open University, Rome, Italy; Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy; Department of Neurology and Evelyn F. McKnight Brain Institute, Miller School of Medicine, University of Miami, Miami, FL, United States
| | - Alfonso Bellia
- Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - Davide Lauro
- Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
| |
Collapse
|
6
|
Rosenich E, Bransby L, Yassi N, Fripp J, Laws SM, Martins RN, Fowler C, Rainey-Smith SR, Rowe CC, Masters CL, Maruff P, Lim YY. Differential Effects of APOE and Modifiable Risk Factors on Hippocampal Volume Loss and Memory Decline in Aβ- and Aβ+ Older Adults. Neurology 2022; 98:e1704-e1715. [PMID: 35169009 PMCID: PMC9071368 DOI: 10.1212/wnl.0000000000200118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Accepted: 01/11/2022] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND AND OBJECTIVES This prospective study sought to determine the association of modifiable/nonmodifiable components included in the Cardiovascular Risk Factors, Aging, and Incidence of Dementia (CAIDE) risk score with hippocampal volume (HV) loss and episodic memory (EM) decline in cognitively normal (CN) older adults classified as brain β-amyloid (Aβ) negative (Aβ-) or positive (Aβ+). METHODS Australian Imaging, Biomarkers and Lifestyle study participants (age 58-91 years) who completed ≥2 neuropsychological assessments and a brain Aβ PET scan (n = 592) were included in this study. We computed the CAIDE risk score (age, sex, APOE ε4 status, education, hypertension, body mass index [BMI], hypercholesterolemia, physical inactivity) and a modifiable CAIDE risk score (CAIDE-MR; education, hypertension, BMI, hypercholesterolemia, physical inactivity) for each participant. Aβ+ was classified using Centiloid >25. Linear mixed models assessed interactions between each CAIDE score, Aβ group, and time on HV loss and EM decline. Age, sex, and APOE ε4 were included as separate predictors in CAIDE-MR models to assess differential associations. Exploratory analyses examined relationships between individual modifiable risk factors and outcomes in Aβ- cognitively normal (CN) adults. RESULTS We observed a significant Aβ group × CAIDE × time interaction on HV loss (β [SE] = -0.04 [0.01]; p < 0.000) but not EM decline (β [SE] = -2.33 [9.96]; p = 0.98). Decomposition revealed a significant CAIDE × time interaction in Aβ+ participants only. When modifiable/nonmodifiable CAIDE components were considered separately, we observed a significant Aβ group × CAIDE-MR × time interaction on EM decline only (β [SE] = 3.03 [1.18]; p = 0.01). A significant CAIDE-MR score × time interaction was observed in Aβ- participants only. Significant interactions between APOE ε4 and age × time on HV loss and EM decline were observed in both groups. Exploratory analyses in Aβ- CN participants revealed a significant interaction between BMI × time on EM decline (β [SE] = -3.30 [1.43]; p = 0.02). DISCUSSION These results are consistent with studies showing that increasing age and APOE ε4 are associated with increased rates of HV loss and EM decline. In Aβ- CN adults, lower prevalence of modifiable cardiovascular risk factors was associated with less HV loss and EM decline over ∼10 years, suggesting interventions to reduce modifiable cardiovascular risk factors could be beneficial in this group.
Collapse
Affiliation(s)
- Emily Rosenich
- From the Turner Institute for Brain and Mental Health, School of Psychological Sciences (E.R., L.B., P.M., Y.Y.L.), Monash University, Clayton; Departments of Medicine and Neurology, Melbourne Brain Centre at The Royal Melbourne Hospital (N.Y., C.C.R.), and Florey Institute of Neuroscience and Mental Health (C.F., C.L.M., P.M.), University of Melbourne; Population Health and Immunity Division (N.Y.), The Walter and Eliza Hall Institute of Medical Research, Parkville; CSIRO Health and Biosecurity (J.F.), Australian e-Health Research Centre, Brisbane; Collaborative Genomics and Translation Group, School of Medical and Health Sciences (S.M.L.), and Centre of Excellence for Alzheimer's Disease Research and Care (R.N.M.), Edith Cowan University, Joondalup; School of Pharmacy and Biomedical Sciences, Faculty of Health Sciences (S.M.L.), Curtin Health Innovation Research Institute, Curtin University, Bentley; Centre for Healthy Ageing, Health Futures Institute (S.R.R.-G.), Murdoch University; Australian Alzheimer's Research Foundation (S.R.R.-G.), Sarich Neuroscience Research Institute, Nedlands; Department of Nuclear Medicine and Centre for PET (C.C.R.), Austin Health, Heidelberg; Department of Medicine (C.C.R.), Austin Health, University of Melbourne; and Cogstate Ltd. (P.M.), Melbourne, Australia
| | - Lisa Bransby
- From the Turner Institute for Brain and Mental Health, School of Psychological Sciences (E.R., L.B., P.M., Y.Y.L.), Monash University, Clayton; Departments of Medicine and Neurology, Melbourne Brain Centre at The Royal Melbourne Hospital (N.Y., C.C.R.), and Florey Institute of Neuroscience and Mental Health (C.F., C.L.M., P.M.), University of Melbourne; Population Health and Immunity Division (N.Y.), The Walter and Eliza Hall Institute of Medical Research, Parkville; CSIRO Health and Biosecurity (J.F.), Australian e-Health Research Centre, Brisbane; Collaborative Genomics and Translation Group, School of Medical and Health Sciences (S.M.L.), and Centre of Excellence for Alzheimer's Disease Research and Care (R.N.M.), Edith Cowan University, Joondalup; School of Pharmacy and Biomedical Sciences, Faculty of Health Sciences (S.M.L.), Curtin Health Innovation Research Institute, Curtin University, Bentley; Centre for Healthy Ageing, Health Futures Institute (S.R.R.-G.), Murdoch University; Australian Alzheimer's Research Foundation (S.R.R.-G.), Sarich Neuroscience Research Institute, Nedlands; Department of Nuclear Medicine and Centre for PET (C.C.R.), Austin Health, Heidelberg; Department of Medicine (C.C.R.), Austin Health, University of Melbourne; and Cogstate Ltd. (P.M.), Melbourne, Australia
| | - Nawaf Yassi
- From the Turner Institute for Brain and Mental Health, School of Psychological Sciences (E.R., L.B., P.M., Y.Y.L.), Monash University, Clayton; Departments of Medicine and Neurology, Melbourne Brain Centre at The Royal Melbourne Hospital (N.Y., C.C.R.), and Florey Institute of Neuroscience and Mental Health (C.F., C.L.M., P.M.), University of Melbourne; Population Health and Immunity Division (N.Y.), The Walter and Eliza Hall Institute of Medical Research, Parkville; CSIRO Health and Biosecurity (J.F.), Australian e-Health Research Centre, Brisbane; Collaborative Genomics and Translation Group, School of Medical and Health Sciences (S.M.L.), and Centre of Excellence for Alzheimer's Disease Research and Care (R.N.M.), Edith Cowan University, Joondalup; School of Pharmacy and Biomedical Sciences, Faculty of Health Sciences (S.M.L.), Curtin Health Innovation Research Institute, Curtin University, Bentley; Centre for Healthy Ageing, Health Futures Institute (S.R.R.-G.), Murdoch University; Australian Alzheimer's Research Foundation (S.R.R.-G.), Sarich Neuroscience Research Institute, Nedlands; Department of Nuclear Medicine and Centre for PET (C.C.R.), Austin Health, Heidelberg; Department of Medicine (C.C.R.), Austin Health, University of Melbourne; and Cogstate Ltd. (P.M.), Melbourne, Australia
| | - Jurgen Fripp
- From the Turner Institute for Brain and Mental Health, School of Psychological Sciences (E.R., L.B., P.M., Y.Y.L.), Monash University, Clayton; Departments of Medicine and Neurology, Melbourne Brain Centre at The Royal Melbourne Hospital (N.Y., C.C.R.), and Florey Institute of Neuroscience and Mental Health (C.F., C.L.M., P.M.), University of Melbourne; Population Health and Immunity Division (N.Y.), The Walter and Eliza Hall Institute of Medical Research, Parkville; CSIRO Health and Biosecurity (J.F.), Australian e-Health Research Centre, Brisbane; Collaborative Genomics and Translation Group, School of Medical and Health Sciences (S.M.L.), and Centre of Excellence for Alzheimer's Disease Research and Care (R.N.M.), Edith Cowan University, Joondalup; School of Pharmacy and Biomedical Sciences, Faculty of Health Sciences (S.M.L.), Curtin Health Innovation Research Institute, Curtin University, Bentley; Centre for Healthy Ageing, Health Futures Institute (S.R.R.-G.), Murdoch University; Australian Alzheimer's Research Foundation (S.R.R.-G.), Sarich Neuroscience Research Institute, Nedlands; Department of Nuclear Medicine and Centre for PET (C.C.R.), Austin Health, Heidelberg; Department of Medicine (C.C.R.), Austin Health, University of Melbourne; and Cogstate Ltd. (P.M.), Melbourne, Australia
| | - Simon M Laws
- From the Turner Institute for Brain and Mental Health, School of Psychological Sciences (E.R., L.B., P.M., Y.Y.L.), Monash University, Clayton; Departments of Medicine and Neurology, Melbourne Brain Centre at The Royal Melbourne Hospital (N.Y., C.C.R.), and Florey Institute of Neuroscience and Mental Health (C.F., C.L.M., P.M.), University of Melbourne; Population Health and Immunity Division (N.Y.), The Walter and Eliza Hall Institute of Medical Research, Parkville; CSIRO Health and Biosecurity (J.F.), Australian e-Health Research Centre, Brisbane; Collaborative Genomics and Translation Group, School of Medical and Health Sciences (S.M.L.), and Centre of Excellence for Alzheimer's Disease Research and Care (R.N.M.), Edith Cowan University, Joondalup; School of Pharmacy and Biomedical Sciences, Faculty of Health Sciences (S.M.L.), Curtin Health Innovation Research Institute, Curtin University, Bentley; Centre for Healthy Ageing, Health Futures Institute (S.R.R.-G.), Murdoch University; Australian Alzheimer's Research Foundation (S.R.R.-G.), Sarich Neuroscience Research Institute, Nedlands; Department of Nuclear Medicine and Centre for PET (C.C.R.), Austin Health, Heidelberg; Department of Medicine (C.C.R.), Austin Health, University of Melbourne; and Cogstate Ltd. (P.M.), Melbourne, Australia
| | - Ralph N Martins
- From the Turner Institute for Brain and Mental Health, School of Psychological Sciences (E.R., L.B., P.M., Y.Y.L.), Monash University, Clayton; Departments of Medicine and Neurology, Melbourne Brain Centre at The Royal Melbourne Hospital (N.Y., C.C.R.), and Florey Institute of Neuroscience and Mental Health (C.F., C.L.M., P.M.), University of Melbourne; Population Health and Immunity Division (N.Y.), The Walter and Eliza Hall Institute of Medical Research, Parkville; CSIRO Health and Biosecurity (J.F.), Australian e-Health Research Centre, Brisbane; Collaborative Genomics and Translation Group, School of Medical and Health Sciences (S.M.L.), and Centre of Excellence for Alzheimer's Disease Research and Care (R.N.M.), Edith Cowan University, Joondalup; School of Pharmacy and Biomedical Sciences, Faculty of Health Sciences (S.M.L.), Curtin Health Innovation Research Institute, Curtin University, Bentley; Centre for Healthy Ageing, Health Futures Institute (S.R.R.-G.), Murdoch University; Australian Alzheimer's Research Foundation (S.R.R.-G.), Sarich Neuroscience Research Institute, Nedlands; Department of Nuclear Medicine and Centre for PET (C.C.R.), Austin Health, Heidelberg; Department of Medicine (C.C.R.), Austin Health, University of Melbourne; and Cogstate Ltd. (P.M.), Melbourne, Australia
| | - Christopher Fowler
- From the Turner Institute for Brain and Mental Health, School of Psychological Sciences (E.R., L.B., P.M., Y.Y.L.), Monash University, Clayton; Departments of Medicine and Neurology, Melbourne Brain Centre at The Royal Melbourne Hospital (N.Y., C.C.R.), and Florey Institute of Neuroscience and Mental Health (C.F., C.L.M., P.M.), University of Melbourne; Population Health and Immunity Division (N.Y.), The Walter and Eliza Hall Institute of Medical Research, Parkville; CSIRO Health and Biosecurity (J.F.), Australian e-Health Research Centre, Brisbane; Collaborative Genomics and Translation Group, School of Medical and Health Sciences (S.M.L.), and Centre of Excellence for Alzheimer's Disease Research and Care (R.N.M.), Edith Cowan University, Joondalup; School of Pharmacy and Biomedical Sciences, Faculty of Health Sciences (S.M.L.), Curtin Health Innovation Research Institute, Curtin University, Bentley; Centre for Healthy Ageing, Health Futures Institute (S.R.R.-G.), Murdoch University; Australian Alzheimer's Research Foundation (S.R.R.-G.), Sarich Neuroscience Research Institute, Nedlands; Department of Nuclear Medicine and Centre for PET (C.C.R.), Austin Health, Heidelberg; Department of Medicine (C.C.R.), Austin Health, University of Melbourne; and Cogstate Ltd. (P.M.), Melbourne, Australia
| | - Stephanie R Rainey-Smith
- From the Turner Institute for Brain and Mental Health, School of Psychological Sciences (E.R., L.B., P.M., Y.Y.L.), Monash University, Clayton; Departments of Medicine and Neurology, Melbourne Brain Centre at The Royal Melbourne Hospital (N.Y., C.C.R.), and Florey Institute of Neuroscience and Mental Health (C.F., C.L.M., P.M.), University of Melbourne; Population Health and Immunity Division (N.Y.), The Walter and Eliza Hall Institute of Medical Research, Parkville; CSIRO Health and Biosecurity (J.F.), Australian e-Health Research Centre, Brisbane; Collaborative Genomics and Translation Group, School of Medical and Health Sciences (S.M.L.), and Centre of Excellence for Alzheimer's Disease Research and Care (R.N.M.), Edith Cowan University, Joondalup; School of Pharmacy and Biomedical Sciences, Faculty of Health Sciences (S.M.L.), Curtin Health Innovation Research Institute, Curtin University, Bentley; Centre for Healthy Ageing, Health Futures Institute (S.R.R.-G.), Murdoch University; Australian Alzheimer's Research Foundation (S.R.R.-G.), Sarich Neuroscience Research Institute, Nedlands; Department of Nuclear Medicine and Centre for PET (C.C.R.), Austin Health, Heidelberg; Department of Medicine (C.C.R.), Austin Health, University of Melbourne; and Cogstate Ltd. (P.M.), Melbourne, Australia
| | - Christopher C Rowe
- From the Turner Institute for Brain and Mental Health, School of Psychological Sciences (E.R., L.B., P.M., Y.Y.L.), Monash University, Clayton; Departments of Medicine and Neurology, Melbourne Brain Centre at The Royal Melbourne Hospital (N.Y., C.C.R.), and Florey Institute of Neuroscience and Mental Health (C.F., C.L.M., P.M.), University of Melbourne; Population Health and Immunity Division (N.Y.), The Walter and Eliza Hall Institute of Medical Research, Parkville; CSIRO Health and Biosecurity (J.F.), Australian e-Health Research Centre, Brisbane; Collaborative Genomics and Translation Group, School of Medical and Health Sciences (S.M.L.), and Centre of Excellence for Alzheimer's Disease Research and Care (R.N.M.), Edith Cowan University, Joondalup; School of Pharmacy and Biomedical Sciences, Faculty of Health Sciences (S.M.L.), Curtin Health Innovation Research Institute, Curtin University, Bentley; Centre for Healthy Ageing, Health Futures Institute (S.R.R.-G.), Murdoch University; Australian Alzheimer's Research Foundation (S.R.R.-G.), Sarich Neuroscience Research Institute, Nedlands; Department of Nuclear Medicine and Centre for PET (C.C.R.), Austin Health, Heidelberg; Department of Medicine (C.C.R.), Austin Health, University of Melbourne; and Cogstate Ltd. (P.M.), Melbourne, Australia
| | - Colin L Masters
- From the Turner Institute for Brain and Mental Health, School of Psychological Sciences (E.R., L.B., P.M., Y.Y.L.), Monash University, Clayton; Departments of Medicine and Neurology, Melbourne Brain Centre at The Royal Melbourne Hospital (N.Y., C.C.R.), and Florey Institute of Neuroscience and Mental Health (C.F., C.L.M., P.M.), University of Melbourne; Population Health and Immunity Division (N.Y.), The Walter and Eliza Hall Institute of Medical Research, Parkville; CSIRO Health and Biosecurity (J.F.), Australian e-Health Research Centre, Brisbane; Collaborative Genomics and Translation Group, School of Medical and Health Sciences (S.M.L.), and Centre of Excellence for Alzheimer's Disease Research and Care (R.N.M.), Edith Cowan University, Joondalup; School of Pharmacy and Biomedical Sciences, Faculty of Health Sciences (S.M.L.), Curtin Health Innovation Research Institute, Curtin University, Bentley; Centre for Healthy Ageing, Health Futures Institute (S.R.R.-G.), Murdoch University; Australian Alzheimer's Research Foundation (S.R.R.-G.), Sarich Neuroscience Research Institute, Nedlands; Department of Nuclear Medicine and Centre for PET (C.C.R.), Austin Health, Heidelberg; Department of Medicine (C.C.R.), Austin Health, University of Melbourne; and Cogstate Ltd. (P.M.), Melbourne, Australia
| | - Paul Maruff
- From the Turner Institute for Brain and Mental Health, School of Psychological Sciences (E.R., L.B., P.M., Y.Y.L.), Monash University, Clayton; Departments of Medicine and Neurology, Melbourne Brain Centre at The Royal Melbourne Hospital (N.Y., C.C.R.), and Florey Institute of Neuroscience and Mental Health (C.F., C.L.M., P.M.), University of Melbourne; Population Health and Immunity Division (N.Y.), The Walter and Eliza Hall Institute of Medical Research, Parkville; CSIRO Health and Biosecurity (J.F.), Australian e-Health Research Centre, Brisbane; Collaborative Genomics and Translation Group, School of Medical and Health Sciences (S.M.L.), and Centre of Excellence for Alzheimer's Disease Research and Care (R.N.M.), Edith Cowan University, Joondalup; School of Pharmacy and Biomedical Sciences, Faculty of Health Sciences (S.M.L.), Curtin Health Innovation Research Institute, Curtin University, Bentley; Centre for Healthy Ageing, Health Futures Institute (S.R.R.-G.), Murdoch University; Australian Alzheimer's Research Foundation (S.R.R.-G.), Sarich Neuroscience Research Institute, Nedlands; Department of Nuclear Medicine and Centre for PET (C.C.R.), Austin Health, Heidelberg; Department of Medicine (C.C.R.), Austin Health, University of Melbourne; and Cogstate Ltd. (P.M.), Melbourne, Australia
| | - Yen Ying Lim
- From the Turner Institute for Brain and Mental Health, School of Psychological Sciences (E.R., L.B., P.M., Y.Y.L.), Monash University, Clayton; Departments of Medicine and Neurology, Melbourne Brain Centre at The Royal Melbourne Hospital (N.Y., C.C.R.), and Florey Institute of Neuroscience and Mental Health (C.F., C.L.M., P.M.), University of Melbourne; Population Health and Immunity Division (N.Y.), The Walter and Eliza Hall Institute of Medical Research, Parkville; CSIRO Health and Biosecurity (J.F.), Australian e-Health Research Centre, Brisbane; Collaborative Genomics and Translation Group, School of Medical and Health Sciences (S.M.L.), and Centre of Excellence for Alzheimer's Disease Research and Care (R.N.M.), Edith Cowan University, Joondalup; School of Pharmacy and Biomedical Sciences, Faculty of Health Sciences (S.M.L.), Curtin Health Innovation Research Institute, Curtin University, Bentley; Centre for Healthy Ageing, Health Futures Institute (S.R.R.-G.), Murdoch University; Australian Alzheimer's Research Foundation (S.R.R.-G.), Sarich Neuroscience Research Institute, Nedlands; Department of Nuclear Medicine and Centre for PET (C.C.R.), Austin Health, Heidelberg; Department of Medicine (C.C.R.), Austin Health, University of Melbourne; and Cogstate Ltd. (P.M.), Melbourne, Australia
| |
Collapse
|
7
|
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: 2.5] [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.
Collapse
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:
| |
Collapse
|
8
|
Kim J, Jung SH, Choe YS, Kim S, Kim B, Kim HR, Son SJ, Hong CH, Na DL, Kim HJ, Cho SJ, Won HH, Seo SW. Ethnic differences in the frequency of β-amyloid deposition in cognitively normal individuals. Neurobiol Aging 2022; 114:27-37. [DOI: 10.1016/j.neurobiolaging.2022.03.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2021] [Revised: 02/24/2022] [Accepted: 03/01/2022] [Indexed: 10/18/2022]
|
9
|
Grober E, Wang C, Kitner-Triolo M, Lipton RB, Kawas C, Resnick SM. Prognostic Value of Learning and Retention Measures from the Free and Cued Selective Reminding Test to Identify Incident Mild Cognitive Impairment. J Int Neuropsychol Soc 2022; 28:292-299. [PMID: 33745492 PMCID: PMC8455713 DOI: 10.1017/s1355617721000291] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
OBJECTIVE To compare the predictive validity of learning and retention measures from the picture version of the Free and Cued Selective Reminding Test with Immediate Recall (pFCSRT + IR) for identifying incident mild cognitive impairment (MCI). METHODS Learning was defined by the sum of free recall (FR) and retention by delayed free recall (DFR) tested 15-20 min later. Totally, 1422 Baltimore Longitudinal Study of Aging (BLSA) participants (mean age 69.6 years, 54% male, mean 16.7 years of education) without dementia or MCI received the pFCSRT + IR at baseline and were followed longitudinally. Cox proportional hazards models were used to evaluate the effect of baseline learning and retention on risk of MCI. RESULTS In total, 187 participants developed MCI over a median of 8.1 years of follow-up. FR and DFR each predicted incident MCI adjusting for age, sex, and education. Also, each independently predicted incident MCI in the presence of the other with similar effect sizes: around 20% decrease in the hazard of MCI corresponding to one standard deviation increase in FR or DFR. CONCLUSION The practice of preferring retention over learning to predict incident MCI should be reconsidered. The decision to include retention should be guided by time constraints and patient burden.
Collapse
Affiliation(s)
- Ellen Grober
- Department of Neurology, Albert Einstein College of
Medicine and Montefiore Medical Center, Bronx, Bronx, NY, USA
| | - Cuiling Wang
- Department of Neurology, Albert Einstein College of
Medicine and Montefiore Medical Center, Bronx, Bronx, NY, USA
| | - Melissa Kitner-Triolo
- Laboratory of Behavioral Neuroscience, National Institute
on Aging, Baltimore, MD, USA
| | - Richard B. Lipton
- Department of Neurology, Albert Einstein College of
Medicine and Montefiore Medical Center, Bronx, Bronx, NY, USA
| | - Claudia Kawas
- Department of Neurology, University of California Irvine,
CA, USA
| | - Susan M. Resnick
- Laboratory of Behavioral Neuroscience, National Institute
on Aging, Baltimore, MD, USA
| |
Collapse
|
10
|
Frisoni GB, Altomare D, Thal DR, Ribaldi F, van der Kant R, Ossenkoppele R, Blennow K, Cummings J, van Duijn C, Nilsson PM, Dietrich PY, Scheltens P, Dubois B. The probabilistic model of Alzheimer disease: the amyloid hypothesis revised. Nat Rev Neurosci 2022; 23:53-66. [PMID: 34815562 PMCID: PMC8840505 DOI: 10.1038/s41583-021-00533-w] [Citation(s) in RCA: 161] [Impact Index Per Article: 80.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/04/2021] [Indexed: 01/03/2023]
Abstract
The current conceptualization of Alzheimer disease (AD) is driven by the amyloid hypothesis, in which a deterministic chain of events leads from amyloid deposition and then tau deposition to neurodegeneration and progressive cognitive impairment. This model fits autosomal dominant AD but is less applicable to sporadic AD. Owing to emerging information regarding the complex biology of AD and the challenges of developing amyloid-targeting drugs, the amyloid hypothesis needs to be reconsidered. Here we propose a probabilistic model of AD in which three variants of AD (autosomal dominant AD, APOE ε4-related sporadic AD and APOE ε4-unrelated sporadic AD) feature decreasing penetrance and decreasing weight of the amyloid pathophysiological cascade, and increasing weight of stochastic factors (environmental exposures and lower-risk genes). Together, these variants account for a large share of the neuropathological and clinical variability observed in people with AD. The implementation of this model in research might lead to a better understanding of disease pathophysiology, a revision of the current clinical taxonomy and accelerated development of strategies to prevent and treat AD.
Collapse
Affiliation(s)
- Giovanni B. Frisoni
- Laboratory of Neuroimaging of Aging (LANVIE), University of Geneva, Geneva, Switzerland.,Memory Clinic, Geneva University Hospitals, Geneva, Switzerland.,
| | - Daniele Altomare
- Laboratory of Neuroimaging of Aging (LANVIE), University of Geneva, Geneva, Switzerland.,Memory Clinic, Geneva University Hospitals, Geneva, Switzerland
| | - Dietmar Rudolf Thal
- Laboratory for Neuropathology, Department of Imaging and Pathology, and Leuven Brain Institute, University of Leuven, Leuven, Belgium.,Department of Pathology, University Hospital Leuven, Leuven, Belgium
| | - Federica Ribaldi
- Laboratory of Neuroimaging of Aging (LANVIE), University of Geneva, Geneva, Switzerland.,Memory Clinic, Geneva University Hospitals, Geneva, Switzerland.,Laboratory of Alzheimer’s Neuroimaging and Epidemiology (LANE), IRCCS Centro S. Giovanni di Dio Fatebenefratelli, Brescia, Italy.,Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
| | - Rik van der Kant
- Alzheimer Center Amsterdam, Department of Neurology, Amsterdam Neuroscience, Amsterdam UMC, Amsterdam, Netherlands.,Center for Neurogenomics and Cognitive Research, Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam UMC, Amsterdam, Netherlands
| | - Rik Ossenkoppele
- Alzheimer Center Amsterdam, Department of Neurology, Amsterdam Neuroscience, Amsterdam UMC, Amsterdam, Netherlands.,Clinical Memory Research Unit, Lund University, Lund, Sweden
| | - Kaj Blennow
- Cinical Neurochemistry Laboratory, Institute of Neuroscience and Physiology, University of Gothenburg, Sahlgrenska University Hospital, Mölndal, Sweden
| | - Jeffrey Cummings
- Chambers-Grundy Center for Transformative Neuroscience, Department of Brain Health, School of Integrated Health Sciences; University of Nevada, Las Vegas, Las Vegas, NV, USA
| | - Cornelia van Duijn
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, Netherlands.,Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Peter M. Nilsson
- Department of Clinical Sciences, Lund University, Skåne University Hospital, Malmö, Sweden
| | | | - Philip Scheltens
- Alzheimer Center Amsterdam, Department of Neurology, Amsterdam Neuroscience, Amsterdam UMC, Amsterdam, Netherlands.,Life Science Partners, Amsterdam, Netherlands
| | - Bruno Dubois
- Institut de la Mémoire et de la Maladie d’Alzheimer, IM2A, Groupe Hospitalier Pitié-Salpêtrière, Sorbonne Université, Paris, France.,Institut du Cerveau et de la Moelle Épinière, UMR-S975, INSERM, Paris, France
| |
Collapse
|
11
|
Hassenstab J, Nicosia J, LaRose M, Aschenbrenner AJ, Gordon BA, Benzinger TLS, Xiong C, Morris JC. Is comprehensiveness critical? Comparing short and long format cognitive assessments in preclinical Alzheimer disease. Alzheimers Res Ther 2021; 13:153. [PMID: 34517889 PMCID: PMC8436865 DOI: 10.1186/s13195-021-00894-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Accepted: 08/24/2021] [Indexed: 11/10/2022]
Abstract
BACKGROUND Comprehensive testing of cognitive functioning is standard practice in studies of Alzheimer disease (AD). Short-form tests like the Montreal Cognitive Assessment (MoCA) use a "sampling" of measures, administering key items in a shortened format to efficiently assess cognition while reducing time requirements, participant burden, and administrative costs. We compared the MoCA to a commonly used long-form cognitive battery in predicting AD symptom onset and sensitivity to AD neuroimaging biomarkers. METHODS Survival, area under the receiver operating characteristic (ROC) curve (AUC), and multiple regression analyses compared the MoCA and long-form measures in predicting time to symptom onset in cognitively normal older adults (n = 6230) from the National Alzheimer's Coordinating Center (NACC) cohort who had, on average, 2.3 ± 1.2 annual assessments. Multiple regression models in a separate sample (n = 416) from the Charles F. and Joanne Knight Alzheimer Disease Research Center (Knight ADRC) compared the sensitivity of the MoCA and long-form measures to neuroimaging biomarkers including amyloid PET, tau PET, and cortical thickness. RESULTS Hazard ratios suggested that both the MoCA and the long-form measures are similarly and modestly efficacious in predicting symptomatic conversion, although model comparison analyses indicated that the long-form measures slightly outperformed the MoCA (HRs > 1.57). AUC analyses indicated no difference between the measures in predicting conversion (DeLong's test, Z = 1.48, p = 0.13). Sensitivity to AD neuroimaging biomarkers was similar for the two measures though there were only modest associations with tau PET (rs = - 0.13, ps < 0.02) and cortical thickness in cognitively normal participants (rs = 0.15-0.16, ps < 0.007). CONCLUSIONS Both test formats showed weak associations with symptom onset, AUC analyses indicated low diagnostic accuracy, and biomarker correlations were modest in cognitively normal participants. Alternative assessment approaches are needed to improve how clinicians and researchers monitor cognitive changes and disease progression prior to symptom onset.
Collapse
Affiliation(s)
- Jason Hassenstab
- Charles F. and Joanne Knight Alzheimer Disease Research Center, Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA.
- Department of Psychological & Brain Sciences, Washington University in St. Louis, St. Louis, MO, USA.
| | - Jessica Nicosia
- Charles F. and Joanne Knight Alzheimer Disease Research Center, Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | - Megan LaRose
- Charles F. and Joanne Knight Alzheimer Disease Research Center, Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | - Andrew J Aschenbrenner
- Charles F. and Joanne Knight Alzheimer Disease Research Center, Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | - Brian A Gordon
- Department of Psychological & Brain Sciences, Washington University in St. Louis, St. Louis, MO, USA
- Department of Radiology, Washington University School of Medicine, St. Louis, MO, USA
| | - Tammie L S Benzinger
- Department of Radiology, Washington University School of Medicine, St. Louis, MO, USA
| | - Chengjie Xiong
- Charles F. and Joanne Knight Alzheimer Disease Research Center, Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
- Division of Biostatistics, Washington University School of Medicine, St. Louis, MO, USA
| | - John C Morris
- Charles F. and Joanne Knight Alzheimer Disease Research Center, Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| |
Collapse
|
12
|
Mura T, Coley N, Amieva H, Berr C, Gabelle A, Ousset PJ, Vellas B, Andrieu S. Cognitive decline as an outcome and marker of progression toward dementia, in early preventive trials. Alzheimers Dement 2021; 18:676-687. [PMID: 34482607 DOI: 10.1002/alz.12431] [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] [Received: 07/30/2020] [Revised: 05/05/2021] [Accepted: 06/24/2021] [Indexed: 12/24/2022]
Abstract
INTRODUCTION Recent Food and Drug Administration guidance endorses cognitive assessment as a possible primary endpoint for early trials for Alzheimer's disease but emphasizes the need for certainty regarding the relationship with progression to dementia. METHODS We compared the validity of the 2-year change (Y0-Y2) of 11 markers of neuropsychological and functional abilities for the prediction of incident dementia over the following 3 years (Y2-Y5), in 860 subjects aged 70 years or older, who consulted for memory loss and were included in the "GuidAge" prevention trial. RESULTS The Free and Cued Selective Reminding Test-Free Recall (FCSRT-FR) score showed the most predictive 2-year change (area under the curve = 0.72 95% confidence interval = 0.64;0.81). Changes in other subscores of the FCSRT, verbal fluencies tasks, and composite cognitive score were also significantly predictive. Conversely, 2-year change of Mini-Mental State Examination, Trail Making test (TMT)-A, TMT-B, Clinical Dementia Rating Sum of Boxes, and Instrumental Activities of Daily Living scores did not significantly predict occurrence of dementia. CONCLUSION The FCSRT, the Fluency Task, and the composite cognitive score appear to be good cognitive markers of progression toward dementia in early prevention trials.
Collapse
Affiliation(s)
- Thibault Mura
- INSERM-University of Toulouse, UMR1027, Toulouse, France.,Department of Epidemiology and Public Health, CHU Toulouse, Toulouse, France.,Department of Biostatistics, Clinical Epidemiology, Public Health and Innovation in Methodology (BESPIM), CHU Nîmes, University of Montpellier, Nimes, France
| | - Nicola Coley
- INSERM-University of Toulouse, UMR1027, Toulouse, France.,Department of Epidemiology and Public Health, CHU Toulouse, Toulouse, France
| | - Hélène Amieva
- Inserm U1219 Bordeaux Population Health Center, Université de Bordeaux, Bordeaux, France
| | - Claudine Berr
- INSERM-University of Montpellier, U1061, Montpellier, France.,Memory Resources and Research Center, Department of Neurology, Gui de Chauliac University Hospital, Montpellier, France
| | - Audrey Gabelle
- INSERM-University of Montpellier, U1061, Montpellier, France.,Memory Resources and Research Center, Department of Neurology, Gui de Chauliac University Hospital, Montpellier, France
| | - Pierre-Jean Ousset
- INSERM-University of Toulouse, UMR1027, Toulouse, France.,Department of Geriatric Medicine, CHU Toulouse, Gerontopole, Toulouse, France
| | - Bruno Vellas
- INSERM-University of Toulouse, UMR1027, Toulouse, France.,Department of Geriatric Medicine, CHU Toulouse, Gerontopole, Toulouse, France
| | - Sandrine Andrieu
- INSERM-University of Toulouse, UMR1027, Toulouse, France.,Department of Epidemiology and Public Health, CHU Toulouse, Toulouse, France
| | | |
Collapse
|
13
|
Kivimäki M, Walker KA, Pentti J, Nyberg ST, Mars N, Vahtera J, Suominen SB, Lallukka T, Rahkonen O, Pietiläinen O, Koskinen A, Väänänen A, Kalsi JK, Goldberg M, Zins M, Alfredsson L, Westerholm PJM, Knutsson A, Theorell T, Ervasti J, Oksanen T, Sipilä PN, Tabak AG, Ferrie JE, Williams SA, Livingston G, Gottesman RF, Singh-Manoux A, Zetterberg H, Lindbohm JV. Cognitive stimulation in the workplace, plasma proteins, and risk of dementia: three analyses of population cohort studies. BMJ 2021; 374:n1804. [PMID: 34407988 PMCID: PMC8372196 DOI: 10.1136/bmj.n1804] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
OBJECTIVES To examine the association between cognitively stimulating work and subsequent risk of dementia and to identify protein pathways for this association. DESIGN Multicohort study with three sets of analyses. SETTING United Kingdom, Europe, and the United States. PARTICIPANTS Three associations were examined: cognitive stimulation and dementia risk in 107 896 participants from seven population based prospective cohort studies from the IPD-Work consortium (individual participant data meta-analysis in working populations); cognitive stimulation and proteins in a random sample of 2261 participants from one cohort study; and proteins and dementia risk in 13 656 participants from two cohort studies. MAIN OUTCOME MEASURES Cognitive stimulation was measured at baseline using standard questionnaire instruments on active versus passive jobs and at baseline and over time using a job exposure matrix indicator. 4953 proteins in plasma samples were scanned. Follow-up of incident dementia varied between 13.7 to 30.1 years depending on the cohort. People with dementia were identified through linked electronic health records and repeated clinical examinations. RESULTS During 1.8 million person years at risk, 1143 people with dementia were recorded. The risk of dementia was found to be lower for participants with high compared with low cognitive stimulation at work (crude incidence of dementia per 10 000 person years 4.8 in the high stimulation group and 7.3 in the low stimulation group, age and sex adjusted hazard ratio 0.77, 95% confidence interval 0.65 to 0.92, heterogeneity in cohort specific estimates I2=0%, P=0.99). This association was robust to additional adjustment for education, risk factors for dementia in adulthood (smoking, heavy alcohol consumption, physical inactivity, job strain, obesity, hypertension, and prevalent diabetes at baseline), and cardiometabolic diseases (diabetes, coronary heart disease, stroke) before dementia diagnosis (fully adjusted hazard ratio 0.82, 95% confidence interval 0.68 to 0.98). The risk of dementia was also observed during the first 10 years of follow-up (hazard ratio 0.60, 95% confidence interval 0.37 to 0.95) and from year 10 onwards (0.79, 0.66 to 0.95) and replicated using a repeated job exposure matrix indicator of cognitive stimulation (hazard ratio per 1 standard deviation increase 0.77, 95% confidence interval 0.69 to 0.86). In analysis controlling for multiple testing, higher cognitive stimulation at work was associated with lower levels of proteins that inhibit central nervous system axonogenesis and synaptogenesis: slit homologue 2 (SLIT2, fully adjusted β -0.34, P<0.001), carbohydrate sulfotransferase 12 (CHSTC, fully adjusted β -0.33, P<0.001), and peptidyl-glycine α-amidating monooxygenase (AMD, fully adjusted β -0.32, P<0.001). These proteins were associated with increased dementia risk, with the fully adjusted hazard ratio per 1 SD being 1.16 (95% confidence interval 1.05 to 1.28) for SLIT2, 1.13 (1.00 to 1.27) for CHSTC, and 1.04 (0.97 to 1.13) for AMD. CONCLUSIONS The risk of dementia in old age was found to be lower in people with cognitively stimulating jobs than in those with non-stimulating jobs. The findings that cognitive stimulation is associated with lower levels of plasma proteins that potentially inhibit axonogenesis and synaptogenesis and increase the risk of dementia might provide clues to underlying biological mechanisms.
Collapse
Affiliation(s)
- Mika Kivimäki
- Department of Epidemiology and Public Health, University College London, London, UK
- Clinicum, Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Finnish Institute of Occupational Health, Helsinki, Finland
| | - Keenan A Walker
- Department of Neurology, The Johns Hopkins University, Baltimore, MD, USA
- Laboratory of Behavioral Neuroscience, National Institute on Aging, Intramural Research Program, Baltimore, MD, USA
| | - Jaana Pentti
- Clinicum, Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Finnish Institute of Occupational Health, Helsinki, Finland
- Department of Public Health, University of Turku, Turku, Finland
| | - Solja T Nyberg
- Clinicum, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Nina Mars
- Institute for Molecular Medicine Finland, HiLIFE, University of Helsinki, Helsinki, Finland
| | - Jussi Vahtera
- Department of Public Health, University of Turku, Turku, Finland
- Centre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland
| | - Sakari B Suominen
- Department of Public Health, University of Turku, Turku, Finland
- School of Health Science, University of Skövde, Skövde, Sweden
| | - Tea Lallukka
- Clinicum, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Ossi Rahkonen
- Clinicum, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Olli Pietiläinen
- Clinicum, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Aki Koskinen
- Finnish Institute of Occupational Health, Helsinki, Finland
| | - Ari Väänänen
- Finnish Institute of Occupational Health, Helsinki, Finland
| | - Jatinderpal K Kalsi
- Department of Epidemiology and Public Health, University College London, London, UK
| | - Marcel Goldberg
- Inserm UMS 011, Population-Based Epidemiological Cohorts Unit, Villejuif, France
- Université de Paris, INSERM U1153, Epidemiology of Ageing and Neurodegenerative Diseases, Paris, France
| | - Marie Zins
- Inserm UMS 011, Population-Based Epidemiological Cohorts Unit, Villejuif, France
- Université de Paris, INSERM U1153, Epidemiology of Ageing and Neurodegenerative Diseases, Paris, France
| | - Lars Alfredsson
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
- Centre for Occupational and Environmental Medicine, Region Stockholm, Stockholm, Sweden
| | | | - Anders Knutsson
- Department of Health Sciences, Mid Sweden University, Sundsvall, Sweden
| | - Töres Theorell
- Stress Research Institute, Stockholm University, Stockholm, Sweden
| | - Jenni Ervasti
- Finnish Institute of Occupational Health, Helsinki, Finland
| | - Tuula Oksanen
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland
| | - Pyry N Sipilä
- Clinicum, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Adam G Tabak
- Department of Epidemiology and Public Health, University College London, London, UK
- Department of Internal Medicine and Oncology and Department of Public Health, Semmelweis University, Budapest, Hungary
| | - Jane E Ferrie
- Department of Epidemiology and Public Health, University College London, London, UK
- Bristol Medical School, University of Bristol, Bristol, UK
| | | | - Gill Livingston
- Division of Psychiatry, University College London, London, UK
- Camden and Islington NHS Foundation Trust, London, UK
| | | | - Archana Singh-Manoux
- Department of Epidemiology and Public Health, University College London, London, UK
- Université de Paris, INSERM U1153, Epidemiology of Ageing and Neurodegenerative Diseases, Paris, France
| | - Henrik Zetterberg
- Department of Neurodegenerative Disease and UK Dementia Research Institute, University College London, London, UK
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy, University of Gothenburg, and Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
| | - Joni V Lindbohm
- Department of Epidemiology and Public Health, University College London, London, UK
- Clinicum, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| |
Collapse
|
14
|
van der Kall LM, Truong T, Burnham SC, Doré V, Mulligan RS, Bozinovski S, Lamb F, Bourgeat P, Fripp J, Schultz S, Lim YY, Laws SM, Ames D, Fowler C, Rainey-Smith SR, Martins RN, Salvado O, Robertson J, Maruff P, Masters CL, Villemagne VL, Rowe CC. Association of β-Amyloid Level, Clinical Progression, and Longitudinal Cognitive Change in Normal Older Individuals. Neurology 2020; 96:e662-e670. [PMID: 33184233 PMCID: PMC7884996 DOI: 10.1212/wnl.0000000000011222] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2019] [Accepted: 09/24/2020] [Indexed: 02/04/2023] Open
Abstract
OBJECTIVE To determine the effect of β-amyloid (Aβ) level on progression risk to mild cognitive impairment (MCI) or dementia and longitudinal cognitive change in cognitively normal (CN) older individuals. METHODS All CN from the Australian Imaging Biomarkers and Lifestyle study with Aβ PET and ≥3 years follow-up were included (n = 534; age 72 ± 6 years; 27% Aβ positive; follow-up 5.3 ± 1.7 years). Aβ level was divided using the standardized 0-100 Centiloid scale: <15 CL negative, 15-25 CL uncertain, 26-50 CL moderate, 51-100 CL high, >100 CL very high, noting >25 CL approximates a positive scan. Cox proportional hazards analysis and linear mixed effect models were used to assess risk of progression and cognitive decline. RESULTS Aβ levels in 63% were negative, 10% uncertain, 10% moderate, 14% high, and 3% very high. Fifty-seven (11%) progressed to MCI or dementia. Compared to negative Aβ, the hazard ratio for progression for moderate Aβ was 3.2 (95% confidence interval [CI] 1.3-7.6; p < 0.05), for high was 7.0 (95% CI 3.7-13.3; p < 0.001), and for very high was 11.4 (95% CI 5.1-25.8; p < 0.001). Decline in cognitive composite score was minimal in the moderate group (-0.02 SD/year, p = 0.05), while the high and very high declined substantially (high -0.08 SD/year, p < 0.001; very high -0.35 SD/year, p < 0.001). CONCLUSION The risk of MCI or dementia over 5 years in older CN is related to Aβ level on PET, 5% if negative vs 25% if positive but ranging from 12% if 26-50 CL to 28% if 51-100 CL and 50% if >100 CL. This information may be useful for dementia risk counseling and aid design of preclinical AD trials.
Collapse
Affiliation(s)
- Laura M van der Kall
- From Austin Health (L.M.v.d.K., T.T., V.D., R.S.M., S.B., F.L., S.S., V.L.V., C.C.R.); CSIRO (S.C.B., V.D.), Melbourne; CSIRO (P.B., J.F., O.S.), Brisbane; The Florey Institute of Neuroscience and Mental Health (Y.Y.L., C.F., J.R., P.M., C.L.M.), Melbourne; University of Melbourne (T.T., D.A., C.L.M., V.L.V., C.C.R.); Edith Cowan University (S.M.L., S.R.R.-S., R.N.M.), Perth, Australia; and Washington University (S.S.), St. Louis, MO
| | - Thanh Truong
- From Austin Health (L.M.v.d.K., T.T., V.D., R.S.M., S.B., F.L., S.S., V.L.V., C.C.R.); CSIRO (S.C.B., V.D.), Melbourne; CSIRO (P.B., J.F., O.S.), Brisbane; The Florey Institute of Neuroscience and Mental Health (Y.Y.L., C.F., J.R., P.M., C.L.M.), Melbourne; University of Melbourne (T.T., D.A., C.L.M., V.L.V., C.C.R.); Edith Cowan University (S.M.L., S.R.R.-S., R.N.M.), Perth, Australia; and Washington University (S.S.), St. Louis, MO
| | - Samantha C Burnham
- From Austin Health (L.M.v.d.K., T.T., V.D., R.S.M., S.B., F.L., S.S., V.L.V., C.C.R.); CSIRO (S.C.B., V.D.), Melbourne; CSIRO (P.B., J.F., O.S.), Brisbane; The Florey Institute of Neuroscience and Mental Health (Y.Y.L., C.F., J.R., P.M., C.L.M.), Melbourne; University of Melbourne (T.T., D.A., C.L.M., V.L.V., C.C.R.); Edith Cowan University (S.M.L., S.R.R.-S., R.N.M.), Perth, Australia; and Washington University (S.S.), St. Louis, MO
| | - Vincent Doré
- From Austin Health (L.M.v.d.K., T.T., V.D., R.S.M., S.B., F.L., S.S., V.L.V., C.C.R.); CSIRO (S.C.B., V.D.), Melbourne; CSIRO (P.B., J.F., O.S.), Brisbane; The Florey Institute of Neuroscience and Mental Health (Y.Y.L., C.F., J.R., P.M., C.L.M.), Melbourne; University of Melbourne (T.T., D.A., C.L.M., V.L.V., C.C.R.); Edith Cowan University (S.M.L., S.R.R.-S., R.N.M.), Perth, Australia; and Washington University (S.S.), St. Louis, MO
| | - Rachel S Mulligan
- From Austin Health (L.M.v.d.K., T.T., V.D., R.S.M., S.B., F.L., S.S., V.L.V., C.C.R.); CSIRO (S.C.B., V.D.), Melbourne; CSIRO (P.B., J.F., O.S.), Brisbane; The Florey Institute of Neuroscience and Mental Health (Y.Y.L., C.F., J.R., P.M., C.L.M.), Melbourne; University of Melbourne (T.T., D.A., C.L.M., V.L.V., C.C.R.); Edith Cowan University (S.M.L., S.R.R.-S., R.N.M.), Perth, Australia; and Washington University (S.S.), St. Louis, MO
| | - Svetlana Bozinovski
- From Austin Health (L.M.v.d.K., T.T., V.D., R.S.M., S.B., F.L., S.S., V.L.V., C.C.R.); CSIRO (S.C.B., V.D.), Melbourne; CSIRO (P.B., J.F., O.S.), Brisbane; The Florey Institute of Neuroscience and Mental Health (Y.Y.L., C.F., J.R., P.M., C.L.M.), Melbourne; University of Melbourne (T.T., D.A., C.L.M., V.L.V., C.C.R.); Edith Cowan University (S.M.L., S.R.R.-S., R.N.M.), Perth, Australia; and Washington University (S.S.), St. Louis, MO
| | - Fiona Lamb
- From Austin Health (L.M.v.d.K., T.T., V.D., R.S.M., S.B., F.L., S.S., V.L.V., C.C.R.); CSIRO (S.C.B., V.D.), Melbourne; CSIRO (P.B., J.F., O.S.), Brisbane; The Florey Institute of Neuroscience and Mental Health (Y.Y.L., C.F., J.R., P.M., C.L.M.), Melbourne; University of Melbourne (T.T., D.A., C.L.M., V.L.V., C.C.R.); Edith Cowan University (S.M.L., S.R.R.-S., R.N.M.), Perth, Australia; and Washington University (S.S.), St. Louis, MO
| | - Pierrick Bourgeat
- From Austin Health (L.M.v.d.K., T.T., V.D., R.S.M., S.B., F.L., S.S., V.L.V., C.C.R.); CSIRO (S.C.B., V.D.), Melbourne; CSIRO (P.B., J.F., O.S.), Brisbane; The Florey Institute of Neuroscience and Mental Health (Y.Y.L., C.F., J.R., P.M., C.L.M.), Melbourne; University of Melbourne (T.T., D.A., C.L.M., V.L.V., C.C.R.); Edith Cowan University (S.M.L., S.R.R.-S., R.N.M.), Perth, Australia; and Washington University (S.S.), St. Louis, MO
| | - Jurgen Fripp
- From Austin Health (L.M.v.d.K., T.T., V.D., R.S.M., S.B., F.L., S.S., V.L.V., C.C.R.); CSIRO (S.C.B., V.D.), Melbourne; CSIRO (P.B., J.F., O.S.), Brisbane; The Florey Institute of Neuroscience and Mental Health (Y.Y.L., C.F., J.R., P.M., C.L.M.), Melbourne; University of Melbourne (T.T., D.A., C.L.M., V.L.V., C.C.R.); Edith Cowan University (S.M.L., S.R.R.-S., R.N.M.), Perth, Australia; and Washington University (S.S.), St. Louis, MO
| | - Stephanie Schultz
- From Austin Health (L.M.v.d.K., T.T., V.D., R.S.M., S.B., F.L., S.S., V.L.V., C.C.R.); CSIRO (S.C.B., V.D.), Melbourne; CSIRO (P.B., J.F., O.S.), Brisbane; The Florey Institute of Neuroscience and Mental Health (Y.Y.L., C.F., J.R., P.M., C.L.M.), Melbourne; University of Melbourne (T.T., D.A., C.L.M., V.L.V., C.C.R.); Edith Cowan University (S.M.L., S.R.R.-S., R.N.M.), Perth, Australia; and Washington University (S.S.), St. Louis, MO
| | - Yen Y Lim
- From Austin Health (L.M.v.d.K., T.T., V.D., R.S.M., S.B., F.L., S.S., V.L.V., C.C.R.); CSIRO (S.C.B., V.D.), Melbourne; CSIRO (P.B., J.F., O.S.), Brisbane; The Florey Institute of Neuroscience and Mental Health (Y.Y.L., C.F., J.R., P.M., C.L.M.), Melbourne; University of Melbourne (T.T., D.A., C.L.M., V.L.V., C.C.R.); Edith Cowan University (S.M.L., S.R.R.-S., R.N.M.), Perth, Australia; and Washington University (S.S.), St. Louis, MO
| | - Simon M Laws
- From Austin Health (L.M.v.d.K., T.T., V.D., R.S.M., S.B., F.L., S.S., V.L.V., C.C.R.); CSIRO (S.C.B., V.D.), Melbourne; CSIRO (P.B., J.F., O.S.), Brisbane; The Florey Institute of Neuroscience and Mental Health (Y.Y.L., C.F., J.R., P.M., C.L.M.), Melbourne; University of Melbourne (T.T., D.A., C.L.M., V.L.V., C.C.R.); Edith Cowan University (S.M.L., S.R.R.-S., R.N.M.), Perth, Australia; and Washington University (S.S.), St. Louis, MO
| | - David Ames
- From Austin Health (L.M.v.d.K., T.T., V.D., R.S.M., S.B., F.L., S.S., V.L.V., C.C.R.); CSIRO (S.C.B., V.D.), Melbourne; CSIRO (P.B., J.F., O.S.), Brisbane; The Florey Institute of Neuroscience and Mental Health (Y.Y.L., C.F., J.R., P.M., C.L.M.), Melbourne; University of Melbourne (T.T., D.A., C.L.M., V.L.V., C.C.R.); Edith Cowan University (S.M.L., S.R.R.-S., R.N.M.), Perth, Australia; and Washington University (S.S.), St. Louis, MO
| | - Christopher Fowler
- From Austin Health (L.M.v.d.K., T.T., V.D., R.S.M., S.B., F.L., S.S., V.L.V., C.C.R.); CSIRO (S.C.B., V.D.), Melbourne; CSIRO (P.B., J.F., O.S.), Brisbane; The Florey Institute of Neuroscience and Mental Health (Y.Y.L., C.F., J.R., P.M., C.L.M.), Melbourne; University of Melbourne (T.T., D.A., C.L.M., V.L.V., C.C.R.); Edith Cowan University (S.M.L., S.R.R.-S., R.N.M.), Perth, Australia; and Washington University (S.S.), St. Louis, MO
| | - Stephanie R Rainey-Smith
- From Austin Health (L.M.v.d.K., T.T., V.D., R.S.M., S.B., F.L., S.S., V.L.V., C.C.R.); CSIRO (S.C.B., V.D.), Melbourne; CSIRO (P.B., J.F., O.S.), Brisbane; The Florey Institute of Neuroscience and Mental Health (Y.Y.L., C.F., J.R., P.M., C.L.M.), Melbourne; University of Melbourne (T.T., D.A., C.L.M., V.L.V., C.C.R.); Edith Cowan University (S.M.L., S.R.R.-S., R.N.M.), Perth, Australia; and Washington University (S.S.), St. Louis, MO
| | - Ralph N Martins
- From Austin Health (L.M.v.d.K., T.T., V.D., R.S.M., S.B., F.L., S.S., V.L.V., C.C.R.); CSIRO (S.C.B., V.D.), Melbourne; CSIRO (P.B., J.F., O.S.), Brisbane; The Florey Institute of Neuroscience and Mental Health (Y.Y.L., C.F., J.R., P.M., C.L.M.), Melbourne; University of Melbourne (T.T., D.A., C.L.M., V.L.V., C.C.R.); Edith Cowan University (S.M.L., S.R.R.-S., R.N.M.), Perth, Australia; and Washington University (S.S.), St. Louis, MO
| | - Olivier Salvado
- From Austin Health (L.M.v.d.K., T.T., V.D., R.S.M., S.B., F.L., S.S., V.L.V., C.C.R.); CSIRO (S.C.B., V.D.), Melbourne; CSIRO (P.B., J.F., O.S.), Brisbane; The Florey Institute of Neuroscience and Mental Health (Y.Y.L., C.F., J.R., P.M., C.L.M.), Melbourne; University of Melbourne (T.T., D.A., C.L.M., V.L.V., C.C.R.); Edith Cowan University (S.M.L., S.R.R.-S., R.N.M.), Perth, Australia; and Washington University (S.S.), St. Louis, MO
| | - Joanne Robertson
- From Austin Health (L.M.v.d.K., T.T., V.D., R.S.M., S.B., F.L., S.S., V.L.V., C.C.R.); CSIRO (S.C.B., V.D.), Melbourne; CSIRO (P.B., J.F., O.S.), Brisbane; The Florey Institute of Neuroscience and Mental Health (Y.Y.L., C.F., J.R., P.M., C.L.M.), Melbourne; University of Melbourne (T.T., D.A., C.L.M., V.L.V., C.C.R.); Edith Cowan University (S.M.L., S.R.R.-S., R.N.M.), Perth, Australia; and Washington University (S.S.), St. Louis, MO
| | - Paul Maruff
- From Austin Health (L.M.v.d.K., T.T., V.D., R.S.M., S.B., F.L., S.S., V.L.V., C.C.R.); CSIRO (S.C.B., V.D.), Melbourne; CSIRO (P.B., J.F., O.S.), Brisbane; The Florey Institute of Neuroscience and Mental Health (Y.Y.L., C.F., J.R., P.M., C.L.M.), Melbourne; University of Melbourne (T.T., D.A., C.L.M., V.L.V., C.C.R.); Edith Cowan University (S.M.L., S.R.R.-S., R.N.M.), Perth, Australia; and Washington University (S.S.), St. Louis, MO
| | - Colin L Masters
- From Austin Health (L.M.v.d.K., T.T., V.D., R.S.M., S.B., F.L., S.S., V.L.V., C.C.R.); CSIRO (S.C.B., V.D.), Melbourne; CSIRO (P.B., J.F., O.S.), Brisbane; The Florey Institute of Neuroscience and Mental Health (Y.Y.L., C.F., J.R., P.M., C.L.M.), Melbourne; University of Melbourne (T.T., D.A., C.L.M., V.L.V., C.C.R.); Edith Cowan University (S.M.L., S.R.R.-S., R.N.M.), Perth, Australia; and Washington University (S.S.), St. Louis, MO
| | - Victor L Villemagne
- From Austin Health (L.M.v.d.K., T.T., V.D., R.S.M., S.B., F.L., S.S., V.L.V., C.C.R.); CSIRO (S.C.B., V.D.), Melbourne; CSIRO (P.B., J.F., O.S.), Brisbane; The Florey Institute of Neuroscience and Mental Health (Y.Y.L., C.F., J.R., P.M., C.L.M.), Melbourne; University of Melbourne (T.T., D.A., C.L.M., V.L.V., C.C.R.); Edith Cowan University (S.M.L., S.R.R.-S., R.N.M.), Perth, Australia; and Washington University (S.S.), St. Louis, MO
| | - Christopher C Rowe
- From Austin Health (L.M.v.d.K., T.T., V.D., R.S.M., S.B., F.L., S.S., V.L.V., C.C.R.); CSIRO (S.C.B., V.D.), Melbourne; CSIRO (P.B., J.F., O.S.), Brisbane; The Florey Institute of Neuroscience and Mental Health (Y.Y.L., C.F., J.R., P.M., C.L.M.), Melbourne; University of Melbourne (T.T., D.A., C.L.M., V.L.V., C.C.R.); Edith Cowan University (S.M.L., S.R.R.-S., R.N.M.), Perth, Australia; and Washington University (S.S.), St. Louis, MO.
| |
Collapse
|
15
|
Ashford MT, Neuhaus J, Jin C, Camacho MR, Fockler J, Truran D, Mackin RS, Rabinovici GD, Weiner MW, Nosheny RL. Predicting amyloid status using self-report information from an online research and recruitment registry: The Brain Health Registry. ALZHEIMER'S & DEMENTIA (AMSTERDAM, NETHERLANDS) 2020; 12:e12102. [PMID: 33005723 PMCID: PMC7513627 DOI: 10.1002/dad2.12102] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Accepted: 07/30/2020] [Indexed: 12/13/2022]
Abstract
INTRODUCTION This study aimed to predict brain amyloid beta (Aβ) status in older adults using collected information from an online registry focused on cognitive aging. METHODS Aβ positron emission tomography (PET) was obtained from multiple in-clinic studies. Using logistic regression, we predicted Aβ using self-report variables collected in the Brain Health Registry in 634 participants, as well as a subsample (N = 533) identified as either cognitively unimpaired (CU) or mild cognitive impairment (MCI). Cross-validated area under the curve (cAUC) evaluated the predictive performance. RESULTS The best prediction model included age, sex, education, subjective memory concern, family history of Alzheimer's disease, Geriatric Depression Scale Short-Form, self-reported Everyday Cognition, and self-reported cognitive impairment. The cross-validated AUCs ranged from 0.62 to 0.66. This online model could help reduce between 15.2% and 23.7% of unnecessary Aβ PET scans in CU and MCI populations. DISUCSSION The findings suggest that a novel, online approach could aid in Aβ prediction.
Collapse
Affiliation(s)
- Miriam T. Ashford
- Northern California Institute for Research and Education (NCIRE)Department of Veterans Affairs Medical CenterSan FranciscoCaliforniaUSA
- Department of Veterans Affairs Medical CenterCenter for Imaging and Neurodegenerative DiseasesSan FranciscoCaliforniaUSA
| | - John Neuhaus
- Department of Epidemiology and BiostatisticsUniversity of California San FranciscoSan FranciscoCaliforniaUSA
| | - Chengshi Jin
- Department of Epidemiology and BiostatisticsUniversity of California San FranciscoSan FranciscoCaliforniaUSA
| | - Monica R. Camacho
- Northern California Institute for Research and Education (NCIRE)Department of Veterans Affairs Medical CenterSan FranciscoCaliforniaUSA
- Department of Veterans Affairs Medical CenterCenter for Imaging and Neurodegenerative DiseasesSan FranciscoCaliforniaUSA
| | - Juliet Fockler
- Department of Veterans Affairs Medical CenterCenter for Imaging and Neurodegenerative DiseasesSan FranciscoCaliforniaUSA
- Department of Radiology and Biomedical ImagingUniversity of CaliforniaSan FranciscoCaliforniaUSA
| | - Diana Truran
- Northern California Institute for Research and Education (NCIRE)Department of Veterans Affairs Medical CenterSan FranciscoCaliforniaUSA
- Department of Veterans Affairs Medical CenterCenter for Imaging and Neurodegenerative DiseasesSan FranciscoCaliforniaUSA
| | - R. Scott Mackin
- Department of Veterans Affairs Medical CenterCenter for Imaging and Neurodegenerative DiseasesSan FranciscoCaliforniaUSA
- Department of PsychiatryUniversity of California San FranciscoSan FranciscoCaliforniaUSA
| | - Gil D. Rabinovici
- Department of Radiology and Biomedical ImagingUniversity of CaliforniaSan FranciscoCaliforniaUSA
- Department of NeurologyUniversity of California San FranciscoSan FranciscoCaliforniaUSA
| | - Michael W. Weiner
- Northern California Institute for Research and Education (NCIRE)Department of Veterans Affairs Medical CenterSan FranciscoCaliforniaUSA
- Department of Veterans Affairs Medical CenterCenter for Imaging and Neurodegenerative DiseasesSan FranciscoCaliforniaUSA
- Department of Radiology and Biomedical ImagingUniversity of CaliforniaSan FranciscoCaliforniaUSA
- Department of PsychiatryUniversity of California San FranciscoSan FranciscoCaliforniaUSA
- Department of NeurologyUniversity of California San FranciscoSan FranciscoCaliforniaUSA
- Department of MedicineUniversity of California San FranciscoSan FranciscoCaliforniaUSA
| | - Rachel L. Nosheny
- Department of Veterans Affairs Medical CenterCenter for Imaging and Neurodegenerative DiseasesSan FranciscoCaliforniaUSA
- Department of PsychiatryUniversity of California San FranciscoSan FranciscoCaliforniaUSA
| |
Collapse
|
16
|
McDade E, Bednar MM, Brashear HR, Miller DS, Maruff P, Randolph C, Ismail Z, Carrillo MC, Weber CJ, Bain LJ, Hake AM. The pathway to secondary prevention of Alzheimer's disease. ALZHEIMER'S & DEMENTIA (NEW YORK, N. Y.) 2020; 6:e12069. [PMID: 32885024 PMCID: PMC7453146 DOI: 10.1002/trc2.12069] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Accepted: 07/09/2020] [Indexed: 11/11/2022]
Abstract
Alzheimer's disease (AD) is a continuum consisting of a preclinical stage that occurs decades before symptoms appear. As researchers make advances in investigating the continuum, the importance of developing drugs for secondary prevention is garnering increased discussion. For efficacious drug development for secondary prevention it is important to define what are the earliest biological stages of AD. The Alzheimer's Association Research Roundtable convened November 27 to 28, 2018 to focus on pre-clinical AD. This review will address the biological approach to defining pre-clinical AD, detection, identification of at-risk individuals, and lessons learned from trials such as A4 and TOMMORROW.
Collapse
Affiliation(s)
- Eric McDade
- Department of NeurologyWashington University School of MedicineSaint LouisMissouriUSA
| | - Martin M. Bednar
- Takeda Pharmaceuticals International Co.Americas, Inc.CambridgeMassachusettsUSA
| | | | | | | | - Christopher Randolph
- MedAvante‐ProPhaseHamiltonNew JerseyUSA
- Department of NeurologyLoyola University Medical CenterMaywoodIllinoisUSA
| | - Zahinoor Ismail
- Cumming School of MedicineThe University of CalgaryCalgaryCanada
| | | | | | - Lisa J. Bain
- Independent Science WriterElversonPennsylvaniaUSA
| | - Ann Marie Hake
- Eli Lilly and CompanyIndianapolisIndianaUSA
- Department of NeurologyIndiana University School of MedicineIndianapolisIndianaUSA
| |
Collapse
|
17
|
Livingston G, Huntley J, Sommerlad A, Ames D, Ballard C, Banerjee S, Brayne C, Burns A, Cohen-Mansfield J, Cooper C, Costafreda SG, Dias A, Fox N, Gitlin LN, Howard R, Kales HC, Kivimäki M, Larson EB, Ogunniyi A, Orgeta V, Ritchie K, Rockwood K, Sampson EL, Samus Q, Schneider LS, Selbæk G, Teri L, Mukadam N. Dementia prevention, intervention, and care: 2020 report of the Lancet Commission. Lancet 2020; 396:413-446. [PMID: 32738937 PMCID: PMC7392084 DOI: 10.1016/s0140-6736(20)30367-6] [Citation(s) in RCA: 4128] [Impact Index Per Article: 1032.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2019] [Revised: 01/31/2020] [Accepted: 02/07/2020] [Indexed: 02/06/2023]
Affiliation(s)
- Gill Livingston
- Division of Psychiatry, University College London, London, UK; Camden and Islington NHS Foundation Trust, London, UK.
| | - Jonathan Huntley
- Division of Psychiatry, University College London, London, UK; Camden and Islington NHS Foundation Trust, London, UK
| | - Andrew Sommerlad
- Division of Psychiatry, University College London, London, UK; Camden and Islington NHS Foundation Trust, London, UK
| | - David Ames
- National Ageing Research Institute and Academic Unit for Psychiatry of Old Age, University of Melbourne, Royal Melbourne Hospital, Parkville, VIC, Australia
| | | | - Sube Banerjee
- Faculty of Health: Medicine, Dentistry and Human Sciences, University of Plymouth, Plymouth, UK
| | - Carol Brayne
- Cambridge Institute of Public Health, University of Cambridge, Cambridge, UK
| | - Alistair Burns
- Department of Old Age Psychiatry, University of Manchester, Manchester, UK
| | - Jiska Cohen-Mansfield
- Department of Health Promotion, School of Public Health, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel; Heczeg Institute on Aging, Tel Aviv University, Tel Aviv, Israel; Minerva Center for Interdisciplinary Study of End of Life, Tel Aviv University, Tel Aviv, Israel
| | - Claudia Cooper
- Division of Psychiatry, University College London, London, UK; Camden and Islington NHS Foundation Trust, London, UK
| | - Sergi G Costafreda
- Division of Psychiatry, University College London, London, UK; Camden and Islington NHS Foundation Trust, London, UK
| | - Amit Dias
- Department of Preventive and Social Medicine, Goa Medical College, Goa, India
| | - Nick Fox
- Dementia Research Centre, UK Dementia Research Institute, University College London, London, UK; Institute of Neurology, National Hospital for Neurology and Neurosurgery, University College London Hospitals NHS Foundation Trust, London, UK
| | - Laura N Gitlin
- Center for Innovative Care in Aging, Johns Hopkins University, Baltimore, MA, USA
| | - Robert Howard
- Division of Psychiatry, University College London, London, UK; Camden and Islington NHS Foundation Trust, London, UK
| | - Helen C Kales
- Department of Psychiatry and Behavioral Sciences, UC Davis School of Medicine, University of California, Sacramento, CA, USA
| | - Mika Kivimäki
- Department of Epidemiology and Public Health, University College London, London, UK
| | - Eric B Larson
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
| | | | - Vasiliki Orgeta
- Division of Psychiatry, University College London, London, UK
| | - Karen Ritchie
- Inserm, Unit 1061, Neuropsychiatry: Epidemiological and Clinical Research, La Colombière Hospital, University of Montpellier, Montpellier, France; Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK
| | - Kenneth Rockwood
- Centre for the Health Care of Elderly People, Geriatric Medicine Dalhousie University, Halifax, NS, Canada
| | - Elizabeth L Sampson
- Division of Psychiatry, University College London, London, UK; Barnet, Enfield, and Haringey Mental Health Trust, London, UK
| | - Quincy Samus
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University, Baltimore, MA, USA
| | - Lon S Schneider
- Department of Psychiatry and the Behavioural Sciences and Department of Neurology, Keck School of Medicine, Leonard Davis School of Gerontology of the University of Southern California, Los Angeles, CA, USA
| | - Geir Selbæk
- Norwegian National Advisory Unit on Ageing and Health, Vestfold Hospital Trust, Tønsberg, Norway; Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway; Geriatric Department, Oslo University Hospital, Oslo, Norway
| | - Linda Teri
- Department Psychosocial and Community Health, School of Nursing, University of Washington, Seattle, WA, USA
| | - Naaheed Mukadam
- Division of Psychiatry, University College London, London, UK; Camden and Islington NHS Foundation Trust, London, UK
| |
Collapse
|
18
|
Papp KV, Buckley R, Mormino E, Maruff P, Villemagne VL, Masters C, Johnson KA, Rentz DM, Sperling RA, Amariglio RE. Clinical meaningfulness of subtle cognitive decline on longitudinal testing in preclinical AD. Alzheimers Dement 2020; 16:552-560. [PMID: 31759879 PMCID: PMC7067681 DOI: 10.1016/j.jalz.2019.09.074] [Citation(s) in RCA: 51] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
INTRODUCTION Demonstrating the "clinical meaningfulness" of slowing early cognitive decline in clinically normal (CN) older adults with elevated amyloid-β (Aβ+) is critical for Alzheimer's disease secondary prevention trials and for understanding early cognitive progression. METHODS Cox regression analyses were used to determine whether 3-year slopes on the preclinical Alzheimer's cognitive composite predicted MCI diagnosis and global Clinical Dementia Rating>0 in 267 Aβ+ CN individuals participating in the Harvard Aging Brain Study, Australian Imaging, Biomarker and Lifestyle Study, and Alzheimer's Disease Neuroimaging Initiative. RESULTS Steeper preclinical Alzheimer's cognitive composite decline over 3 years was associated with increased risk for MCI diagnosis and global Clinical Dementia Rating>0 in the following years across all cohorts. Hazard ratios using meta-analytic estimates were 5.47 (95% CI: 3.25-9.18) for MCI diagnosis and 4.49 (95% CI: 2.84-7.09) for Clinical Dementia Rating>0 in those with subtle decline (>-.14 to -.26 preclinical Alzheimer's cognitive composite standard deviations/year) on longitudinal cognitive testing. DISCUSSION Early "subtle cognitive decline" among Aβ+ CN on a sensitive cognitive composite demonstrably increases risk for imminent clinical disease progression and functional impairment.
Collapse
Affiliation(s)
- Kathryn V. Papp
- Department of Neurology, Brigham and Women’s Hospital, Boston, Massachusetts, USA
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Rachel Buckley
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Elizabeth Mormino
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Palo Alto, CA, USA
| | - Paul Maruff
- The Florey Institute of Neuroscience and Mental Health, University of Melbourne, Parkville, Victoria, Australia
- CogState, Ltd, Melbourne, Victoria, Australia
| | - Victor L. Villemagne
- Department of Nuclear Medicine and Centre for PET, Austin Health, Victoria, Australia
| | - Colin Masters
- The Florey Institute of Neuroscience and Mental Health, University of Melbourne, Parkville, Victoria, Australia
| | - Keith A. Johnson
- Department of Neurology, Brigham and Women’s Hospital, Boston, Massachusetts, USA
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Dorene M. Rentz
- Department of Neurology, Brigham and Women’s Hospital, Boston, Massachusetts, USA
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Reisa A. Sperling
- Department of Neurology, Brigham and Women’s Hospital, Boston, Massachusetts, USA
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Rebecca E. Amariglio
- Department of Neurology, Brigham and Women’s Hospital, Boston, Massachusetts, USA
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | | |
Collapse
|
19
|
Schöberl F, Pradhan C, Irving S, Buerger K, Xiong G, Kugler G, Kohlbecher S, Engmann J, Werner P, Brendel M, Schneider E, Perneczky R, Jahn K, la Fougère C, Bartenstein P, Brandt T, Dieterich M, Zwergal A. Real-space navigation testing differentiates between amyloid-positive and -negative aMCI. Neurology 2020; 94:e861-e873. [PMID: 31896617 DOI: 10.1212/wnl.0000000000008758] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2019] [Accepted: 09/05/2019] [Indexed: 01/08/2023] Open
Abstract
OBJECTIVE To distinguish between patients with amyloid-positive (A+) and -negative (A-) amnestic mild cognitive impairment (aMCI) by simultaneously investigating navigation performance, visual exploration behavior, and brain activations during a real-space navigation paradigm. METHODS Twenty-one patients with aMCI were grouped into A+ (n = 11) and A- cases by amyloid-PET imaging and amyloid CSF levels and compared to 15 healthy controls. Neuropsychological deficits were quantified by use of the Consortium to Establish a Registry for Alzheimer's Disease-plus cognitive battery. All participants performed a navigation task in which they had to find items in a realistic spatial environment and had to apply egocentric and allocentric route planning strategies. 18F-fluorodeoxyglucose was injected at the start to detect navigation-induced brain activations. Subjects wore a gaze-controlled, head-fixed camera that recorded their visual exploration behavior. RESULTS A+ patients performed worse during egocentric and allocentric navigation compared to A- patients and controls (p < 0.001). Both aMCI subgroups used fewer shortcuts, moved more slowly, and stayed longer at crossings. Word-list learning, figural learning, and Trail-Making tests did not differ in the A+ and A- subgroups. A+ patients showed a reduced activation of the right hippocampus, retrosplenial, and parietal cortex during navigation compared to A- patients (p < 0.005). CONCLUSIONS A+ patients with aMCI perform worse than A- patients with aMCI in egocentric and allocentric route planning because of a more widespread impairment of their cerebral navigation network. Navigation testing in real space is a promising approach to identify patients with aMCI with underlying Alzheimer pathology.
Collapse
Affiliation(s)
- Florian Schöberl
- From the Department of Neurology (F.S., J.E., P.W., A.Z., M.D.), University Hospital, German Center for Vertigo and Balance Disorders (F.S., C.P., S.I., G.X., G.K., S.K., E.S., K.J., C.l.F., P.B., T.B., M.D., A.Z.), DSGZ, Institute for Stroke and Dementia Research (K.B.), ISD, University Hospital, Department of Nuclear Medicine (G.X., M.B., P.B.), Department of Psychiatry (R.P.), and Clinical Neurosciences (T.B.), Ludwig Maximilian University of Munich; German Center for Neurodegenerative Diseases (K.B., R.P., M.D.), DZNE, Munich; Institute for Medical Technology (E.S.), Brandenburg University of Technology Cottbus-Senftenberg; Munich Cluster of Systems Neurology (R.P., P.B., M.D.), SyNergy, Germany; Ageing Epidemiology Research Unit (R.P.), School of Public Health, Imperial College, London, UK; Neurological Hospital (K.J.), Schön Klinik Bad Aibling; and Department of Nuclear Medicine (C.l.F.), Eberhard Karl University of Tübingen, Germany
| | - Cauchy Pradhan
- From the Department of Neurology (F.S., J.E., P.W., A.Z., M.D.), University Hospital, German Center for Vertigo and Balance Disorders (F.S., C.P., S.I., G.X., G.K., S.K., E.S., K.J., C.l.F., P.B., T.B., M.D., A.Z.), DSGZ, Institute for Stroke and Dementia Research (K.B.), ISD, University Hospital, Department of Nuclear Medicine (G.X., M.B., P.B.), Department of Psychiatry (R.P.), and Clinical Neurosciences (T.B.), Ludwig Maximilian University of Munich; German Center for Neurodegenerative Diseases (K.B., R.P., M.D.), DZNE, Munich; Institute for Medical Technology (E.S.), Brandenburg University of Technology Cottbus-Senftenberg; Munich Cluster of Systems Neurology (R.P., P.B., M.D.), SyNergy, Germany; Ageing Epidemiology Research Unit (R.P.), School of Public Health, Imperial College, London, UK; Neurological Hospital (K.J.), Schön Klinik Bad Aibling; and Department of Nuclear Medicine (C.l.F.), Eberhard Karl University of Tübingen, Germany
| | - Stephanie Irving
- From the Department of Neurology (F.S., J.E., P.W., A.Z., M.D.), University Hospital, German Center for Vertigo and Balance Disorders (F.S., C.P., S.I., G.X., G.K., S.K., E.S., K.J., C.l.F., P.B., T.B., M.D., A.Z.), DSGZ, Institute for Stroke and Dementia Research (K.B.), ISD, University Hospital, Department of Nuclear Medicine (G.X., M.B., P.B.), Department of Psychiatry (R.P.), and Clinical Neurosciences (T.B.), Ludwig Maximilian University of Munich; German Center for Neurodegenerative Diseases (K.B., R.P., M.D.), DZNE, Munich; Institute for Medical Technology (E.S.), Brandenburg University of Technology Cottbus-Senftenberg; Munich Cluster of Systems Neurology (R.P., P.B., M.D.), SyNergy, Germany; Ageing Epidemiology Research Unit (R.P.), School of Public Health, Imperial College, London, UK; Neurological Hospital (K.J.), Schön Klinik Bad Aibling; and Department of Nuclear Medicine (C.l.F.), Eberhard Karl University of Tübingen, Germany
| | - Katharina Buerger
- From the Department of Neurology (F.S., J.E., P.W., A.Z., M.D.), University Hospital, German Center for Vertigo and Balance Disorders (F.S., C.P., S.I., G.X., G.K., S.K., E.S., K.J., C.l.F., P.B., T.B., M.D., A.Z.), DSGZ, Institute for Stroke and Dementia Research (K.B.), ISD, University Hospital, Department of Nuclear Medicine (G.X., M.B., P.B.), Department of Psychiatry (R.P.), and Clinical Neurosciences (T.B.), Ludwig Maximilian University of Munich; German Center for Neurodegenerative Diseases (K.B., R.P., M.D.), DZNE, Munich; Institute for Medical Technology (E.S.), Brandenburg University of Technology Cottbus-Senftenberg; Munich Cluster of Systems Neurology (R.P., P.B., M.D.), SyNergy, Germany; Ageing Epidemiology Research Unit (R.P.), School of Public Health, Imperial College, London, UK; Neurological Hospital (K.J.), Schön Klinik Bad Aibling; and Department of Nuclear Medicine (C.l.F.), Eberhard Karl University of Tübingen, Germany
| | - Guoming Xiong
- From the Department of Neurology (F.S., J.E., P.W., A.Z., M.D.), University Hospital, German Center for Vertigo and Balance Disorders (F.S., C.P., S.I., G.X., G.K., S.K., E.S., K.J., C.l.F., P.B., T.B., M.D., A.Z.), DSGZ, Institute for Stroke and Dementia Research (K.B.), ISD, University Hospital, Department of Nuclear Medicine (G.X., M.B., P.B.), Department of Psychiatry (R.P.), and Clinical Neurosciences (T.B.), Ludwig Maximilian University of Munich; German Center for Neurodegenerative Diseases (K.B., R.P., M.D.), DZNE, Munich; Institute for Medical Technology (E.S.), Brandenburg University of Technology Cottbus-Senftenberg; Munich Cluster of Systems Neurology (R.P., P.B., M.D.), SyNergy, Germany; Ageing Epidemiology Research Unit (R.P.), School of Public Health, Imperial College, London, UK; Neurological Hospital (K.J.), Schön Klinik Bad Aibling; and Department of Nuclear Medicine (C.l.F.), Eberhard Karl University of Tübingen, Germany
| | - Günter Kugler
- From the Department of Neurology (F.S., J.E., P.W., A.Z., M.D.), University Hospital, German Center for Vertigo and Balance Disorders (F.S., C.P., S.I., G.X., G.K., S.K., E.S., K.J., C.l.F., P.B., T.B., M.D., A.Z.), DSGZ, Institute for Stroke and Dementia Research (K.B.), ISD, University Hospital, Department of Nuclear Medicine (G.X., M.B., P.B.), Department of Psychiatry (R.P.), and Clinical Neurosciences (T.B.), Ludwig Maximilian University of Munich; German Center for Neurodegenerative Diseases (K.B., R.P., M.D.), DZNE, Munich; Institute for Medical Technology (E.S.), Brandenburg University of Technology Cottbus-Senftenberg; Munich Cluster of Systems Neurology (R.P., P.B., M.D.), SyNergy, Germany; Ageing Epidemiology Research Unit (R.P.), School of Public Health, Imperial College, London, UK; Neurological Hospital (K.J.), Schön Klinik Bad Aibling; and Department of Nuclear Medicine (C.l.F.), Eberhard Karl University of Tübingen, Germany
| | - Stefan Kohlbecher
- From the Department of Neurology (F.S., J.E., P.W., A.Z., M.D.), University Hospital, German Center for Vertigo and Balance Disorders (F.S., C.P., S.I., G.X., G.K., S.K., E.S., K.J., C.l.F., P.B., T.B., M.D., A.Z.), DSGZ, Institute for Stroke and Dementia Research (K.B.), ISD, University Hospital, Department of Nuclear Medicine (G.X., M.B., P.B.), Department of Psychiatry (R.P.), and Clinical Neurosciences (T.B.), Ludwig Maximilian University of Munich; German Center for Neurodegenerative Diseases (K.B., R.P., M.D.), DZNE, Munich; Institute for Medical Technology (E.S.), Brandenburg University of Technology Cottbus-Senftenberg; Munich Cluster of Systems Neurology (R.P., P.B., M.D.), SyNergy, Germany; Ageing Epidemiology Research Unit (R.P.), School of Public Health, Imperial College, London, UK; Neurological Hospital (K.J.), Schön Klinik Bad Aibling; and Department of Nuclear Medicine (C.l.F.), Eberhard Karl University of Tübingen, Germany
| | - Julia Engmann
- From the Department of Neurology (F.S., J.E., P.W., A.Z., M.D.), University Hospital, German Center for Vertigo and Balance Disorders (F.S., C.P., S.I., G.X., G.K., S.K., E.S., K.J., C.l.F., P.B., T.B., M.D., A.Z.), DSGZ, Institute for Stroke and Dementia Research (K.B.), ISD, University Hospital, Department of Nuclear Medicine (G.X., M.B., P.B.), Department of Psychiatry (R.P.), and Clinical Neurosciences (T.B.), Ludwig Maximilian University of Munich; German Center for Neurodegenerative Diseases (K.B., R.P., M.D.), DZNE, Munich; Institute for Medical Technology (E.S.), Brandenburg University of Technology Cottbus-Senftenberg; Munich Cluster of Systems Neurology (R.P., P.B., M.D.), SyNergy, Germany; Ageing Epidemiology Research Unit (R.P.), School of Public Health, Imperial College, London, UK; Neurological Hospital (K.J.), Schön Klinik Bad Aibling; and Department of Nuclear Medicine (C.l.F.), Eberhard Karl University of Tübingen, Germany
| | - Philipp Werner
- From the Department of Neurology (F.S., J.E., P.W., A.Z., M.D.), University Hospital, German Center for Vertigo and Balance Disorders (F.S., C.P., S.I., G.X., G.K., S.K., E.S., K.J., C.l.F., P.B., T.B., M.D., A.Z.), DSGZ, Institute for Stroke and Dementia Research (K.B.), ISD, University Hospital, Department of Nuclear Medicine (G.X., M.B., P.B.), Department of Psychiatry (R.P.), and Clinical Neurosciences (T.B.), Ludwig Maximilian University of Munich; German Center for Neurodegenerative Diseases (K.B., R.P., M.D.), DZNE, Munich; Institute for Medical Technology (E.S.), Brandenburg University of Technology Cottbus-Senftenberg; Munich Cluster of Systems Neurology (R.P., P.B., M.D.), SyNergy, Germany; Ageing Epidemiology Research Unit (R.P.), School of Public Health, Imperial College, London, UK; Neurological Hospital (K.J.), Schön Klinik Bad Aibling; and Department of Nuclear Medicine (C.l.F.), Eberhard Karl University of Tübingen, Germany
| | - Matthias Brendel
- From the Department of Neurology (F.S., J.E., P.W., A.Z., M.D.), University Hospital, German Center for Vertigo and Balance Disorders (F.S., C.P., S.I., G.X., G.K., S.K., E.S., K.J., C.l.F., P.B., T.B., M.D., A.Z.), DSGZ, Institute for Stroke and Dementia Research (K.B.), ISD, University Hospital, Department of Nuclear Medicine (G.X., M.B., P.B.), Department of Psychiatry (R.P.), and Clinical Neurosciences (T.B.), Ludwig Maximilian University of Munich; German Center for Neurodegenerative Diseases (K.B., R.P., M.D.), DZNE, Munich; Institute for Medical Technology (E.S.), Brandenburg University of Technology Cottbus-Senftenberg; Munich Cluster of Systems Neurology (R.P., P.B., M.D.), SyNergy, Germany; Ageing Epidemiology Research Unit (R.P.), School of Public Health, Imperial College, London, UK; Neurological Hospital (K.J.), Schön Klinik Bad Aibling; and Department of Nuclear Medicine (C.l.F.), Eberhard Karl University of Tübingen, Germany
| | - Erich Schneider
- From the Department of Neurology (F.S., J.E., P.W., A.Z., M.D.), University Hospital, German Center for Vertigo and Balance Disorders (F.S., C.P., S.I., G.X., G.K., S.K., E.S., K.J., C.l.F., P.B., T.B., M.D., A.Z.), DSGZ, Institute for Stroke and Dementia Research (K.B.), ISD, University Hospital, Department of Nuclear Medicine (G.X., M.B., P.B.), Department of Psychiatry (R.P.), and Clinical Neurosciences (T.B.), Ludwig Maximilian University of Munich; German Center for Neurodegenerative Diseases (K.B., R.P., M.D.), DZNE, Munich; Institute for Medical Technology (E.S.), Brandenburg University of Technology Cottbus-Senftenberg; Munich Cluster of Systems Neurology (R.P., P.B., M.D.), SyNergy, Germany; Ageing Epidemiology Research Unit (R.P.), School of Public Health, Imperial College, London, UK; Neurological Hospital (K.J.), Schön Klinik Bad Aibling; and Department of Nuclear Medicine (C.l.F.), Eberhard Karl University of Tübingen, Germany
| | - Robert Perneczky
- From the Department of Neurology (F.S., J.E., P.W., A.Z., M.D.), University Hospital, German Center for Vertigo and Balance Disorders (F.S., C.P., S.I., G.X., G.K., S.K., E.S., K.J., C.l.F., P.B., T.B., M.D., A.Z.), DSGZ, Institute for Stroke and Dementia Research (K.B.), ISD, University Hospital, Department of Nuclear Medicine (G.X., M.B., P.B.), Department of Psychiatry (R.P.), and Clinical Neurosciences (T.B.), Ludwig Maximilian University of Munich; German Center for Neurodegenerative Diseases (K.B., R.P., M.D.), DZNE, Munich; Institute for Medical Technology (E.S.), Brandenburg University of Technology Cottbus-Senftenberg; Munich Cluster of Systems Neurology (R.P., P.B., M.D.), SyNergy, Germany; Ageing Epidemiology Research Unit (R.P.), School of Public Health, Imperial College, London, UK; Neurological Hospital (K.J.), Schön Klinik Bad Aibling; and Department of Nuclear Medicine (C.l.F.), Eberhard Karl University of Tübingen, Germany
| | - Klaus Jahn
- From the Department of Neurology (F.S., J.E., P.W., A.Z., M.D.), University Hospital, German Center for Vertigo and Balance Disorders (F.S., C.P., S.I., G.X., G.K., S.K., E.S., K.J., C.l.F., P.B., T.B., M.D., A.Z.), DSGZ, Institute for Stroke and Dementia Research (K.B.), ISD, University Hospital, Department of Nuclear Medicine (G.X., M.B., P.B.), Department of Psychiatry (R.P.), and Clinical Neurosciences (T.B.), Ludwig Maximilian University of Munich; German Center for Neurodegenerative Diseases (K.B., R.P., M.D.), DZNE, Munich; Institute for Medical Technology (E.S.), Brandenburg University of Technology Cottbus-Senftenberg; Munich Cluster of Systems Neurology (R.P., P.B., M.D.), SyNergy, Germany; Ageing Epidemiology Research Unit (R.P.), School of Public Health, Imperial College, London, UK; Neurological Hospital (K.J.), Schön Klinik Bad Aibling; and Department of Nuclear Medicine (C.l.F.), Eberhard Karl University of Tübingen, Germany
| | - Christian la Fougère
- From the Department of Neurology (F.S., J.E., P.W., A.Z., M.D.), University Hospital, German Center for Vertigo and Balance Disorders (F.S., C.P., S.I., G.X., G.K., S.K., E.S., K.J., C.l.F., P.B., T.B., M.D., A.Z.), DSGZ, Institute for Stroke and Dementia Research (K.B.), ISD, University Hospital, Department of Nuclear Medicine (G.X., M.B., P.B.), Department of Psychiatry (R.P.), and Clinical Neurosciences (T.B.), Ludwig Maximilian University of Munich; German Center for Neurodegenerative Diseases (K.B., R.P., M.D.), DZNE, Munich; Institute for Medical Technology (E.S.), Brandenburg University of Technology Cottbus-Senftenberg; Munich Cluster of Systems Neurology (R.P., P.B., M.D.), SyNergy, Germany; Ageing Epidemiology Research Unit (R.P.), School of Public Health, Imperial College, London, UK; Neurological Hospital (K.J.), Schön Klinik Bad Aibling; and Department of Nuclear Medicine (C.l.F.), Eberhard Karl University of Tübingen, Germany
| | - Peter Bartenstein
- From the Department of Neurology (F.S., J.E., P.W., A.Z., M.D.), University Hospital, German Center for Vertigo and Balance Disorders (F.S., C.P., S.I., G.X., G.K., S.K., E.S., K.J., C.l.F., P.B., T.B., M.D., A.Z.), DSGZ, Institute for Stroke and Dementia Research (K.B.), ISD, University Hospital, Department of Nuclear Medicine (G.X., M.B., P.B.), Department of Psychiatry (R.P.), and Clinical Neurosciences (T.B.), Ludwig Maximilian University of Munich; German Center for Neurodegenerative Diseases (K.B., R.P., M.D.), DZNE, Munich; Institute for Medical Technology (E.S.), Brandenburg University of Technology Cottbus-Senftenberg; Munich Cluster of Systems Neurology (R.P., P.B., M.D.), SyNergy, Germany; Ageing Epidemiology Research Unit (R.P.), School of Public Health, Imperial College, London, UK; Neurological Hospital (K.J.), Schön Klinik Bad Aibling; and Department of Nuclear Medicine (C.l.F.), Eberhard Karl University of Tübingen, Germany
| | - Thomas Brandt
- From the Department of Neurology (F.S., J.E., P.W., A.Z., M.D.), University Hospital, German Center for Vertigo and Balance Disorders (F.S., C.P., S.I., G.X., G.K., S.K., E.S., K.J., C.l.F., P.B., T.B., M.D., A.Z.), DSGZ, Institute for Stroke and Dementia Research (K.B.), ISD, University Hospital, Department of Nuclear Medicine (G.X., M.B., P.B.), Department of Psychiatry (R.P.), and Clinical Neurosciences (T.B.), Ludwig Maximilian University of Munich; German Center for Neurodegenerative Diseases (K.B., R.P., M.D.), DZNE, Munich; Institute for Medical Technology (E.S.), Brandenburg University of Technology Cottbus-Senftenberg; Munich Cluster of Systems Neurology (R.P., P.B., M.D.), SyNergy, Germany; Ageing Epidemiology Research Unit (R.P.), School of Public Health, Imperial College, London, UK; Neurological Hospital (K.J.), Schön Klinik Bad Aibling; and Department of Nuclear Medicine (C.l.F.), Eberhard Karl University of Tübingen, Germany
| | - Marianne Dieterich
- From the Department of Neurology (F.S., J.E., P.W., A.Z., M.D.), University Hospital, German Center for Vertigo and Balance Disorders (F.S., C.P., S.I., G.X., G.K., S.K., E.S., K.J., C.l.F., P.B., T.B., M.D., A.Z.), DSGZ, Institute for Stroke and Dementia Research (K.B.), ISD, University Hospital, Department of Nuclear Medicine (G.X., M.B., P.B.), Department of Psychiatry (R.P.), and Clinical Neurosciences (T.B.), Ludwig Maximilian University of Munich; German Center for Neurodegenerative Diseases (K.B., R.P., M.D.), DZNE, Munich; Institute for Medical Technology (E.S.), Brandenburg University of Technology Cottbus-Senftenberg; Munich Cluster of Systems Neurology (R.P., P.B., M.D.), SyNergy, Germany; Ageing Epidemiology Research Unit (R.P.), School of Public Health, Imperial College, London, UK; Neurological Hospital (K.J.), Schön Klinik Bad Aibling; and Department of Nuclear Medicine (C.l.F.), Eberhard Karl University of Tübingen, Germany
| | - Andreas Zwergal
- From the Department of Neurology (F.S., J.E., P.W., A.Z., M.D.), University Hospital, German Center for Vertigo and Balance Disorders (F.S., C.P., S.I., G.X., G.K., S.K., E.S., K.J., C.l.F., P.B., T.B., M.D., A.Z.), DSGZ, Institute for Stroke and Dementia Research (K.B.), ISD, University Hospital, Department of Nuclear Medicine (G.X., M.B., P.B.), Department of Psychiatry (R.P.), and Clinical Neurosciences (T.B.), Ludwig Maximilian University of Munich; German Center for Neurodegenerative Diseases (K.B., R.P., M.D.), DZNE, Munich; Institute for Medical Technology (E.S.), Brandenburg University of Technology Cottbus-Senftenberg; Munich Cluster of Systems Neurology (R.P., P.B., M.D.), SyNergy, Germany; Ageing Epidemiology Research Unit (R.P.), School of Public Health, Imperial College, London, UK; Neurological Hospital (K.J.), Schön Klinik Bad Aibling; and Department of Nuclear Medicine (C.l.F.), Eberhard Karl University of Tübingen, Germany.
| |
Collapse
|
20
|
Dang C, Yassi N, Harrington KD, Xia Y, Lim YY, Ames D, Laws SM, Hickey M, Rainey-Smith S, Sohrabi HR, Doecke JD, Fripp J, Salvado O, Snyder PJ, Weinborn M, Villemagne VL, Rowe CC, Masters CL, Maruff P. Rates of age- and amyloid β-associated cortical atrophy in older adults with superior memory performance. ALZHEIMER'S & DEMENTIA: DIAGNOSIS, ASSESSMENT & DISEASE MONITORING 2019; 11:566-575. [PMID: 31909172 PMCID: PMC6939054 DOI: 10.1016/j.dadm.2019.05.005] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Introduction Superior cognitive performance in older adults may reflect underlying resistance to age-associated neurodegeneration. While elevated amyloid β (Aβ) deposition (Aβ+) has been associated with increased cortical atrophy, it remains unknown whether “SuperAgers” may be protected from Aβ-associated neurodegeneration. Methods Neuropsychologically defined SuperAgers (n = 172) and cognitively normal for age (n = 172) older adults from the Australian Imaging, Biomarkers and Lifestyle study were case matched. Rates of cortical atrophy over 8 years were examined by SuperAger classification and Aβ status. Results Of the case-matched SuperAgers and cognitively normal for age older adults, 40.7% and 40.1%, respectively, were Aβ+. Rates of age- and Aβ-associated atrophy did not differ between the groups on any measure. Aβ− individuals displayed the slowest rates of atrophy. Discussion Maintenance of superior memory in late life does not reflect resistance to age- or Aβ-associated atrophy. However, those individuals who reached old age without cognitive impairment nor elevated Aβ deposition (i.e. Aβ−) displayed reduced rates of cortical atrophy.
Collapse
Affiliation(s)
- Christa Dang
- Department of Obstetrics and Gynaecology, Melbourne Medical School, The University of Melbourne, Parkville, Victoria, Australia.,The Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, Victoria, Australia
| | - Nawaf Yassi
- The Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, Victoria, Australia.,Department of Medicine and Neurology, Royal Melbourne Hospital, Melbourne, Victoria, Australia
| | - Karra D Harrington
- The Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, Victoria, Australia.,Cooperative Research Centre for Mental Health, Parkville, Victoria, Australia
| | - Ying Xia
- CSIRO Health and Biosecurity, the Australian eHealth Research Centre, Brisbane, Queensland, Australia
| | - Yen Ying Lim
- The Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, Victoria, Australia
| | - David Ames
- Academic Unit for Psychiatry of Old Age, Department of Psychiatry, The University of Melbourne, Parkville, Victoria, Australia.,National Ageing Research Institute, Parkville, Victoria, Australia
| | - Simon M Laws
- Cooperative Research Centre for Mental Health, Parkville, Victoria, Australia.,Collaborative Genomics Group, Centre of Excellence for Alzheimer's Disease Research and Care, School of Exercise, Biomedical and Health Sciences, Edith Cowan University, Perth, Western Australia, Australia.,School of Biomedical Sciences, Faculty of Health Sciences, Curtin Health Innovation Research Institute, Curtin University, Perth, Western Australia, Australia
| | - Martha Hickey
- Department of Obstetrics and Gynaecology, Melbourne Medical School, The University of Melbourne, Parkville, Victoria, Australia
| | - Stephanie Rainey-Smith
- Centre of Excellence for Alzheimer's Disease Research and Care, School of Exercise, Biomedical and Health Sciences, Edith Cowan University, Perth, Western Australia, Australia.,Australian Alzheimer's Disease Research Unit, Hollywood Private Hospital, Perth, Western Australia, Australia
| | - Hamid R Sohrabi
- Centre of Excellence for Alzheimer's Disease Research and Care, School of Exercise, Biomedical and Health Sciences, Edith Cowan University, Perth, Western Australia, Australia.,School of Psychiatry and Clinical Neurosciences, University of Western Australia, Nedlands, Western Australia, Australia
| | - James D Doecke
- CSIRO Health and Biosecurity, the Australian eHealth Research Centre, Brisbane, Queensland, Australia
| | - Jurgen Fripp
- CSIRO Health and Biosecurity, the Australian eHealth Research Centre, Brisbane, Queensland, Australia
| | - Olivier Salvado
- CSIRO Health and Biosecurity, the Australian eHealth Research Centre, Brisbane, Queensland, Australia
| | - Peter J Snyder
- George & Anne Ryan Institute for Neuroscience, The University of Rhode Island, Kingston, RI, USA
| | - Michael Weinborn
- Centre of Excellence for Alzheimer's Disease Research and Care, School of Exercise, Biomedical and Health Sciences, Edith Cowan University, Perth, Western Australia, Australia.,Australian Alzheimer's Disease Research Unit, Hollywood Private Hospital, Perth, Western Australia, Australia.,School of Psychological Science, University of Western Australia, Crawley, Western Australia, Australia
| | - Victor L Villemagne
- The Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, Victoria, Australia.,Department of Molecular Imaging & Therapy, Austin Health, Melbourne, Victoria, Australia.,Department of Medicine, Austin Health, The University of Melbourne, Melbourne, Victoria, Australia
| | - Christopher C Rowe
- Department of Molecular Imaging & Therapy, Austin Health, Melbourne, Victoria, Australia.,Department of Medicine, Austin Health, The University of Melbourne, Melbourne, Victoria, Australia
| | - Colin L Masters
- The Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, Victoria, Australia
| | - Paul Maruff
- The Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, Victoria, Australia.,CogState Ltd., Melbourne, Victoria, Australia
| | | |
Collapse
|