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Poirier A, Picard C, Labonté A, Aubry I, Auld D, Zetterberg H, Blennow K, Tremblay ML, Poirier J. PTPRS is a novel marker for early tau pathology and synaptic integrity in Alzheimer's disease. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.12.593733. [PMID: 38766183 PMCID: PMC11100782 DOI: 10.1101/2024.05.12.593733] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2024]
Abstract
We examined the role of protein tyrosine phosphatase receptor sigma (PTPRS) in the context of Alzheimer's disease and synaptic integrity. Publicly available datasets (BRAINEAC, ROSMAP, ADC1) and a cohort of asymptomatic but "at risk" individuals (PREVENT-AD) were used to explore the relationship between PTPRS and various Alzheimer's disease biomarkers. We identified that PTPRS rs10415488 variant C shows features of neuroprotection against early tau pathology and synaptic degeneration in Alzheimer's disease. This single nucleotide polymorphism correlated with higher PTPRS transcript abundance and lower P-tau181 and GAP-43 levels in the CSF. In the brain, PTPRS protein abundance was significantly correlated with the quantity of two markers of synaptic integrity: SNAP25 and SYT-1. We also found the presence of sexual dimorphism for PTPRS, with higher CSF concentrations in males than females. Male carriers for variant C were found to have a 10-month delay in the onset of AD. We thus conclude that PTPRS acts as a neuroprotective receptor in Alzheimer's disease. Its protective effect is most important in males, in whom it postpones the age of onset of the disease.
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Quesnel MJ, Labonté A, Picard C, Zetterberg H, Blennow K, Brinkmalm A, Villeneuve S, Poirier J. Insulin-like growth factor binding protein-2 in at-risk adults and autopsy-confirmed Alzheimer brains. Brain 2024; 147:1680-1695. [PMID: 37992295 PMCID: PMC11068109 DOI: 10.1093/brain/awad398] [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: 06/29/2023] [Revised: 10/20/2023] [Accepted: 11/12/2023] [Indexed: 11/24/2023] Open
Abstract
Insulin, insulin-like growth factors (IGF) and their receptors are highly expressed in the adult hippocampus. Thus, disturbances in the insulin-IGF signalling pathway may account for the selective vulnerability of the hippocampus to nascent Alzheimer's disease (AD) pathology. In the present study, we examined the predominant IGF-binding protein in the CSF, IGFBP2. CSF was collected from 109 asymptomatic members of the parental history-positive PREVENT-AD cohort. CSF levels of IGFBP2, core AD and synaptic biomarkers were measured using proximity extension assay, ELISA and mass spectrometry. Cortical amyloid-beta (Aβ) and tau deposition were examined using 18F-NAV4694 and flortaucipir. Cognitive assessments were performed during up to 8 years of follow-up, using the Repeatable Battery for the Assessment of Neuropsychological Status. T1-weighted structural MRI scans were acquired, and neuroimaging analyses were performed on pre-specified temporal and parietal brain regions. Next, in an independent cohort, we allocated 241 dementia-free ADNI-1 participants into four stages of AD progression based on the biomarkers CSF Aβ42 and total-tau (t-tau). In this analysis, differences in CSF and plasma IGFBP2 levels were examined across the pathological stages. Finally, IGFBP2 mRNA and protein levels were examined in the frontal cortex of 55 autopsy-confirmed AD and 31 control brains from the Quebec Founder Population (QFP) cohort, a unique population isolated from Eastern Canada. CSF IGFBP2 progressively increased over 5 years in asymptomatic PREVENT-AD participants. Baseline CSF IGFBP2 was positively correlated with CSF AD biomarkers and synaptic biomarkers, and negatively correlated with longitudinal changes in delayed memory (P = 0.024) and visuospatial abilities (P = 0.019). CSF IGFBP2 was negatively correlated at a trend-level with entorhinal cortex volume (P = 0.082) and cortical thickness in the piriform (P = 0.039), inferior temporal (P = 0.008), middle temporal (P = 0.014) and precuneus (P = 0.033) regions. In ADNI-1, CSF (P = 0.009) and plasma (P = 0.001) IGFBP2 were significantly elevated in Stage 2 [CSF Aβ(+)/t-tau(+)]. In survival analyses in ADNI-1, elevated plasma IGFBP2 was associated with a greater rate of AD conversion (hazard ratio = 1.62, P = 0.021). In the QFP cohort, IGFBP2 mRNA was reduced (P = 0.049); however, IGFBP2 protein levels did not differ in the frontal cortex of autopsy-confirmed AD brains (P = 0.462). Nascent AD pathology may induce an upregulation in IGFBP2 in asymptomatic individuals. CSF and plasma IGFBP2 may be valuable markers for identifying CSF Aβ(+)/t-tau(+) individuals and those with a greater risk of AD conversion.
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Affiliation(s)
- Marc James Quesnel
- McGill University, Montréal, QC H3A 1A1, Canada
- Douglas Mental Health University Institute, Montréal, QC H4H 1R3, Canada
| | - Anne Labonté
- Douglas Mental Health University Institute, Montréal, QC H4H 1R3, Canada
- Centre for the Studies in the Prevention of Alzheimer’s Disease, Douglas Mental Health University Institute, Montréal, QC H4H 1R3, Canada
| | - Cynthia Picard
- Douglas Mental Health University Institute, Montréal, QC H4H 1R3, Canada
- Centre for the Studies in the Prevention of Alzheimer’s Disease, Douglas Mental Health University Institute, Montréal, QC H4H 1R3, Canada
| | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy, University of Gothenburg, Gothenburg 413 45, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal 431 80, Sweden
- Department of Neurodegenerative Disease, UCL Institute of Neurology, London WC1N 3BG, UK
- UK Dementia Research Institute at UCL, London WC1E 6BT, UK
- Hong Kong Center for Neurodegenerative Diseases, Hong Kong, China
- Wisconsin Alzheimer’s Disease Research Center, University of Wisconsin School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI 53792-2420, USA
| | - Kaj Blennow
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy, University of Gothenburg, Gothenburg 413 45, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal 431 80, Sweden
- Paris Brain Institute, ICM, Pitié-Salpêtrière Hospital, Sorbonne University, 75646 Cedex 13, Paris, France
- Neurodegenerative Disorder Research Center, Division of Life Sciences and Medicine, and Department of Neurology, Institute on Aging and Brain Disorders, University of Science and Technology of China and First Affiliated Hospital of USTC, Hefei 230026, P.R. China
| | - Ann Brinkmalm
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy, University of Gothenburg, Gothenburg 413 45, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal 431 80, Sweden
| | - Sylvia Villeneuve
- McGill University, Montréal, QC H3A 1A1, Canada
- Douglas Mental Health University Institute, Montréal, QC H4H 1R3, Canada
- Centre for the Studies in the Prevention of Alzheimer’s Disease, Douglas Mental Health University Institute, Montréal, QC H4H 1R3, Canada
| | - Judes Poirier
- McGill University, Montréal, QC H3A 1A1, Canada
- Douglas Mental Health University Institute, Montréal, QC H4H 1R3, Canada
- Centre for the Studies in the Prevention of Alzheimer’s Disease, Douglas Mental Health University Institute, Montréal, QC H4H 1R3, Canada
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Lan G, Chen X, Yang J, Sun P, Cai Y, Li A, Zhu Y, Liu Z, Ma S, Guo T. Microglial Reactivity Correlates with Presynaptic Loss Independent of β-Amyloid and Tau. Ann Neurol 2024; 95:917-928. [PMID: 38356322 PMCID: PMC11060909 DOI: 10.1002/ana.26885] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Revised: 12/29/2023] [Accepted: 01/26/2024] [Indexed: 02/16/2024]
Abstract
OBJECTIVE Triggering receptor expressed on myeloid cells-2 (TREM2) and progranulin (PGRN) are critical regulators of microglia activation and can be detected in cerebrospinal fluid (CSF). However, whether microglial reactivity is detrimental or neuroprotective for Alzheimer disease (AD) is still debatable. METHODS We identified 663 participants with baseline β-amyloid (Aβ) positron emission tomography (PET) and CSF biomarker data, including phosphorylated tau181 (p-Tau181), soluble TREM2 (sTREM2), PGRN, and growth-associated protein-43 (GAP-43). Among them, 254 participants had concurrent longitudinal CSF biomarkers. We used multivariate regression analysis to study the associations of CSF microglial biomarkers with Aβ PET, CSF p-Tau181, and CSF GAP-43 cross-sectionally and longitudinally. A Chinese aging cohort's independent CSF samples (n = 65) were analyzed as a validation. RESULTS Higher baseline levels of CSF microglial biomarkers were related to faster rates of CSF sTREM2 increase and CSF PGRN decrease. Elevated CSF p-Tau181 was associated with higher levels of CSF microglial biomarkers and faster rates of CSF sTREM2 increase and CSF PGRN decrease. In both cohorts, higher Aβ burden was associated with attenuated CSF p-Tau181 effects on CSF microglial biomarker increases. Independent of Aβ PET and CSF p-Tau181 pathologies, higher levels of CSF sTREM2 but not CSF PGRN were related to elevated CSF GAP-43 levels and faster rates of CSF GAP-43 increase. INTERPRETATION These findings suggest that higher Aβ burden may attenuate the p-Tau-associated microglial responses, and TREM2-related microglial reactivity may independently correlate with GAP-43-related presynaptic loss. This study highlights the two-edged role of microglial reactivity in AD and other neurodegenerative diseases. ANN NEUROL 2024;95:917-928.
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Affiliation(s)
- Guoyu Lan
- Institute of Biomedical Engineering, Shenzhen Bay Laboratory, Shenzhen, China, 518000
- Tsinghua Shenzhen International Graduate School (SIGS), Tsinghua University, Shenzhen, China, 518000
| | - Xuhui Chen
- Department of Neurology, Peking University Shenzhen Hospital, Shenzhen, China, 518000
| | - Jie Yang
- Institute of Biomedical Engineering, Shenzhen Bay Laboratory, Shenzhen, China, 518000
| | - Pan Sun
- Institute of Biomedical Engineering, Shenzhen Bay Laboratory, Shenzhen, China, 518000
- Tsinghua Shenzhen International Graduate School (SIGS), Tsinghua University, Shenzhen, China, 518000
| | - Yue Cai
- Institute of Biomedical Engineering, Shenzhen Bay Laboratory, Shenzhen, China, 518000
| | - Anqi Li
- Institute of Biomedical Engineering, Shenzhen Bay Laboratory, Shenzhen, China, 518000
| | - Yalin Zhu
- Institute of Biomedical Engineering, Shenzhen Bay Laboratory, Shenzhen, China, 518000
| | - Zhen Liu
- Institute of Biomedical Engineering, Shenzhen Bay Laboratory, Shenzhen, China, 518000
| | | | - Shaohua Ma
- Tsinghua Shenzhen International Graduate School (SIGS), Tsinghua University, Shenzhen, China, 518000
| | - Tengfei Guo
- Institute of Biomedical Engineering, Shenzhen Bay Laboratory, Shenzhen, China, 518000
- Department of Neurology, Peking University Shenzhen Hospital, Shenzhen, China, 518000
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Oosthoek M, Vermunt L, de Wilde A, Bongers B, Antwi-Berko D, Scheltens P, van Bokhoven P, Vijverberg EGB, Teunissen CE. Utilization of fluid-based biomarkers as endpoints in disease-modifying clinical trials for Alzheimer's disease: a systematic review. Alzheimers Res Ther 2024; 16:93. [PMID: 38678292 PMCID: PMC11055304 DOI: 10.1186/s13195-024-01456-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Accepted: 04/12/2024] [Indexed: 04/29/2024]
Abstract
BACKGROUND Clinical trials in Alzheimer's disease (AD) had high failure rates for several reasons, including the lack of biological endpoints. Fluid-based biomarkers may present a solution to measure biologically relevant endpoints. It is currently unclear to what extent fluid-based biomarkers are applied to support drug development. METHODS We systematically reviewed 272 trials (clinicaltrials.gov) with disease-modifying therapies starting between 01-01-2017 and 01-01-2024 and identified which CSF and/or blood-based biomarker endpoints were used per purpose and trial type. RESULTS We found that 44% (N = 121) of the trials employed fluid-based biomarker endpoints among which the CSF ATN biomarkers (Aβ (42/40), p/tTau) were used most frequently. In blood, inflammatory cytokines, NFL, and pTau were most frequently employed. Blood- and CSF-based biomarkers were used approximately equally. Target engagement biomarkers were used in 26% (N = 72) of the trials, mainly in drugs targeting inflammation and amyloid. Lack of target engagement markers is most prominent in synaptic plasticity/neuroprotection, neurotransmitter receptor, vasculature, epigenetic regulators, proteostasis and, gut-brain axis targeting drugs. Positive biomarker results did not always translate to cognitive effects, most commonly the small significant reductions in CSF tau isoforms that were seen following anti-Tau treatments. On the other hand, the positive anti-amyloid trials results on cognitive function were supported by clear effect in most fluid markers. CONCLUSIONS As the field moves towards primary prevention, we expect an increase in the use of fluid-based biomarkers to determine disease modification. Use of blood-based biomarkers will rapidly increase, but CSF markers remain important to determine brain-specific treatment effects. With improving techniques, new biomarkers can be found to diversify the possibilities in measuring treatment effects and target engagement. It remains important to interpret biomarker results in the context of the trial and be aware of the performance of the biomarker. Diversifying biomarkers could aid in the development of surrogacy biomarkers for different drug targets.
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Affiliation(s)
- Marlies Oosthoek
- Department of Laboratory Medicine, Neurochemistry Laboratory, Vrije Universiteit Amsterdam, Amsterdam UMC, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands.
| | - Lisa Vermunt
- Department of Laboratory Medicine, Neurochemistry Laboratory, Vrije Universiteit Amsterdam, Amsterdam UMC, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
| | - Arno de Wilde
- EQT Life Sciences, Johannes Vermeersplein 9, 1071 DV, Amsterdam, The Netherlands
| | - Bram Bongers
- Department of Laboratory Medicine, Neurochemistry Laboratory, Vrije Universiteit Amsterdam, Amsterdam UMC, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
| | - Daniel Antwi-Berko
- Department of Laboratory Medicine, Neurochemistry Laboratory, Vrije Universiteit Amsterdam, Amsterdam UMC, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
| | - Philip Scheltens
- EQT Life Sciences, Johannes Vermeersplein 9, 1071 DV, Amsterdam, The Netherlands
- Alzheimer Center, Department of Neurology, Vrije Universiteit Amsterdam, Amsterdam UMC, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
| | | | - Everard G B Vijverberg
- Alzheimer Center, Department of Neurology, Vrije Universiteit Amsterdam, Amsterdam UMC, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
| | - Charlotte E Teunissen
- Department of Laboratory Medicine, Neurochemistry Laboratory, Vrije Universiteit Amsterdam, Amsterdam UMC, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
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Mansouri Z, Khodagholi F, Zaringhalam J, Abbaszadeh F, Ghasemi R, Maghsoudi N. Intranasal CEPO-FC prevents attention deficits in streptozotocin-induced rat model of Alzheimer's disease: Focus on synaptic plasticity-related factors. EXCLI JOURNAL 2024; 23:491-508. [PMID: 38741725 PMCID: PMC11089095 DOI: 10.17179/excli2023-6818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Accepted: 04/17/2024] [Indexed: 05/16/2024]
Abstract
Alzheimer's disease remains an issue of great controversy due to its pathology. It is characterized by cognitive impairments and neuropsychiatric symptoms. The FDA approved medications for this disease, can only mitigate the symptoms. One reason for the lack of effective medications is the inaccessibility of the brain which is encompassed by the blood-brain barrier, making intranasal (IN) route of administration potentially advantageous. Male Wistar rats underwent stereotaxic surgery to induce an Alzheimer's disease model via intracerebroventricular (ICV) streptozotocin injection, and Carbamylated Erythropoietin-Fc (CEPO-FC), a derivative of Erythropoietin without its harmful characteristics, was administered intranasally for ten consecutive days. Cognition performance for memory and attention was assessed using the Novel Object Recognition Test and the Object-Based Attention Test respectively. Depression like behavior was evaluated using the Forced Swim Test. Western blotting was done on the extracted hippocampus to quantify STIM proteins. Calbindin, PSD-95, Neuroplastin, Synaptophysin and GAP-43 genes were assessed by Realtime PCR. Behavioral tests demonstrated that IN CEPO-FC could halt cognition deficits and molecular investigations showed that, STIM proteins were decreased in Alzheimer's model, and increased after IN CEPO-FC treatment. Calbindin and PSD-95 were downregulated in our disease model and upregulated when treated with IN CEPO-FC. While Neuroplastin, and GAP-43 expressions remained unchanged. This study suggests that IN CEPO-FC in low doses could be promising for improving cognition and synaptic plasticity deficits in Alzheimer's disease and since IN route of administration is a convenient way, choosing IN CEPO-FC for clinical trial might worth consideration. See also the graphical abstract(Fig. 1).
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Affiliation(s)
- Zahra Mansouri
- Neuroscience Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Fariba Khodagholi
- Neuroscience Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Jalal Zaringhalam
- Neurophysiology Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
- Department of Physiology, Faculty of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Fatemeh Abbaszadeh
- Neurobiology Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Rasoul Ghasemi
- Neurophysiology Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
- Department of Physiology, Faculty of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Nader Maghsoudi
- Neuroscience Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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Wang S, Xie S, Zheng Q, Zhang Z, Wang T, Zhang G. Biofluid biomarkers for Alzheimer's disease. Front Aging Neurosci 2024; 16:1380237. [PMID: 38659704 PMCID: PMC11039951 DOI: 10.3389/fnagi.2024.1380237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Accepted: 03/27/2024] [Indexed: 04/26/2024] Open
Abstract
Alzheimer's disease (AD) is a multifactorial neurodegenerative disease, with a complex pathogenesis and an irreversible course. Therefore, the early diagnosis of AD is particularly important for the intervention, prevention, and treatment of the disease. Based on the different pathophysiological mechanisms of AD, the research progress of biofluid biomarkers are classified and reviewed. In the end, the challenges and perspectives of future research are proposed.
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Affiliation(s)
- Sensen Wang
- Shandong Yinfeng Academy of Life Science, Jinan, Shandong, China
- School of Pharmacy, Key Laboratory of Molecular Pharmacology and Drug Evaluation, Ministry of Education, Collaborative Innovation Center of Advanced Drug Delivery System and Biotech Drugs in Universities of Shandong, Yantai University, Yantai, Shandong, China
| | - Sitan Xie
- Shandong Yinfeng Academy of Life Science, Jinan, Shandong, China
| | - Qinpin Zheng
- Shandong Yinfeng Academy of Life Science, Jinan, Shandong, China
- School of Pharmacy, Key Laboratory of Molecular Pharmacology and Drug Evaluation, Ministry of Education, Collaborative Innovation Center of Advanced Drug Delivery System and Biotech Drugs in Universities of Shandong, Yantai University, Yantai, Shandong, China
| | - Zhihui Zhang
- Shandong Yinfeng Academy of Life Science, Jinan, Shandong, China
| | - Tian Wang
- School of Pharmacy, Key Laboratory of Molecular Pharmacology and Drug Evaluation, Ministry of Education, Collaborative Innovation Center of Advanced Drug Delivery System and Biotech Drugs in Universities of Shandong, Yantai University, Yantai, Shandong, China
| | - Guirong Zhang
- Shandong Yinfeng Academy of Life Science, Jinan, Shandong, China
- School of Pharmacy, Key Laboratory of Molecular Pharmacology and Drug Evaluation, Ministry of Education, Collaborative Innovation Center of Advanced Drug Delivery System and Biotech Drugs in Universities of Shandong, Yantai University, Yantai, Shandong, China
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Cai H, Pang Y, Ren Z, Fu X, Jia L. Delivering synaptic protein mRNAs via extracellular vesicles ameliorates cognitive impairment in a mouse model of Alzheimer's disease. BMC Med 2024; 22:138. [PMID: 38528511 DOI: 10.1186/s12916-024-03359-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Accepted: 03/15/2024] [Indexed: 03/27/2024] Open
Abstract
BACKGROUND Synaptic dysfunction with reduced synaptic protein levels is a core feature of Alzheimer's disease (AD). Synaptic proteins play a central role in memory processing, learning, and AD pathogenesis. Evidence suggests that synaptic proteins in plasma neuronal-derived extracellular vesicles (EVs) are reduced in patients with AD. However, it remains unclear whether levels of synaptic proteins in EVs are associated with hippocampal atrophy of AD and whether upregulating the expression of these synaptic proteins has a beneficial effect on AD. METHODS In this study, we included 57 patients with AD and 56 healthy controls. We evaluated their brain atrophy through magnetic resonance imaging using the medial temporal lobe atrophy score. We measured the levels of four synaptic proteins, including synaptosome-associated protein 25 (SNAP25), growth-associated protein 43 (GAP43), neurogranin, and synaptotagmin 1 in both plasma neuronal-derived EVs and cerebrospinal fluid (CSF). We further examined the association of synaptic protein levels with brain atrophy. We also evaluated the levels of these synaptic proteins in the brains of 5×FAD mice. Then, we loaded rabies virus glycoprotein-engineered EVs with messenger RNAs (mRNAs) encoding GAP43 and SNAP25 and administered these EVs to 5×FAD mice. After treatment, synaptic proteins, dendritic density, and cognitive function were evaluated. RESULTS The results showed that GAP43, SNAP25, neurogranin, and synaptotagmin 1 were decreased in neuronal-derived EVs but increased in CSF in patients with AD, and the changes corresponded to the severity of brain atrophy. GAP43 and SNAP25 were decreased in the brains of 5×FAD mice. The engineered EVs efficiently and stably delivered these synaptic proteins to the brain, where synaptic protein levels were markedly upregulated. Upregulation of synaptic protein expression could ameliorate cognitive impairment in AD by promoting dendritic density. This marks the first successful delivery of synaptic protein mRNAs via EVs in AD mice, yielding remarkable therapeutic effects. CONCLUSIONS Synaptic proteins are closely related to AD processes. Delivery of synaptic protein mRNAs via EVs stands as a promising effective precision treatment strategy for AD, which significantly advances the current understanding of therapeutic approaches for the disease.
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Affiliation(s)
- Huimin Cai
- Innovation Center for Neurological Disorders and Department of Neurology, Xuanwu Hospital, Capital Medical University, National Clinical Research Center for Geriatric Diseases, 45 Changchun St., Beijing, 100053, China
- Center of Alzheimer's Disease, Beijing Institute of Brain Disorders, Capital Medical University, Beijing, China
| | - Yana Pang
- Innovation Center for Neurological Disorders and Department of Neurology, Xuanwu Hospital, Capital Medical University, National Clinical Research Center for Geriatric Diseases, 45 Changchun St., Beijing, 100053, China
- Center of Alzheimer's Disease, Beijing Institute of Brain Disorders, Capital Medical University, Beijing, China
| | - Ziye Ren
- Innovation Center for Neurological Disorders and Department of Neurology, Xuanwu Hospital, Capital Medical University, National Clinical Research Center for Geriatric Diseases, 45 Changchun St., Beijing, 100053, China
- Center of Alzheimer's Disease, Beijing Institute of Brain Disorders, Capital Medical University, Beijing, China
| | - Xiaofeng Fu
- Innovation Center for Neurological Disorders and Department of Neurology, Xuanwu Hospital, Capital Medical University, National Clinical Research Center for Geriatric Diseases, 45 Changchun St., Beijing, 100053, China
- Center of Alzheimer's Disease, Beijing Institute of Brain Disorders, Capital Medical University, Beijing, China
| | - Longfei Jia
- Innovation Center for Neurological Disorders and Department of Neurology, Xuanwu Hospital, Capital Medical University, National Clinical Research Center for Geriatric Diseases, 45 Changchun St., Beijing, 100053, China.
- Center of Alzheimer's Disease, Beijing Institute of Brain Disorders, Capital Medical University, Beijing, China.
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Adeoye T, Shah SI, Ullah G. Systematic Analysis of Biological Processes Reveals Gene Co-expression Modules Driving Pathway Dysregulation in Alzheimer's Disease. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.03.15.585267. [PMID: 38559218 PMCID: PMC10980062 DOI: 10.1101/2024.03.15.585267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
Alzheimer's disease (AD) manifests as a complex systems pathology with intricate interplay among various genes and biological processes. Traditional differential gene expression (DEG) analysis, while commonly employed to characterize AD-driven perturbations, does not sufficiently capture the full spectrum of underlying biological processes. Utilizing single-nucleus RNA-sequencing data from postmortem brain samples across key regions-middle temporal gyrus, superior frontal gyrus, and entorhinal cortex-we provide a comprehensive systematic analysis of disrupted processes in AD. We go beyond the DEG-centric analysis by integrating pathway activity analysis with weighted gene co-expression patterns to comprehensively map gene interconnectivity, identifying region- and cell-type-specific drivers of biological processes associated with AD. Our analysis reveals profound modular heterogeneity in neurons and glia as well as extensive AD-related functional disruptions. Co-expression networks highlighted the extended involvement of astrocytes and microglia in biological processes beyond neuroinflammation, such as calcium homeostasis, glutamate regulation, lipid metabolism, vesicle-mediated transport, and TOR signaling. We find limited representation of DEGs within dysregulated pathways across neurons and glial cells, indicating that differential gene expression alone may not adequately represent the disease complexity. Further dissection of inferred gene modules revealed distinct dynamics of hub DEGs in neurons versus glia, highlighting the differential impact of DEGs on neurons compared to glial cells in driving modular dysregulations underlying perturbed biological processes. Interestingly, we note an overall downregulation of both astrocyte and microglia modules in AD across all brain regions, suggesting a prevailing trend of functional repression in glial cells across these regions. Notable genes, including those of the CALM and HSP90 family genes emerged as hub genes across neuronal modules in all brain regions, indicating conserved roles as drivers of synaptic dysfunction in AD. Our findings demonstrate the importance of an integrated, systems-oriented approach combining pathway and network analysis for a comprehensive understanding of the cell-type-specific roles of genes in AD-related biological processes.
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Affiliation(s)
- Temitope Adeoye
- Department of Physics, University of South Florida, Tampa, FL 33620
| | - Syed I Shah
- Department of Physics, University of South Florida, Tampa, FL 33620
| | - Ghanim Ullah
- Department of Physics, University of South Florida, Tampa, FL 33620
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Qiang Q, Skudder-Hill L, Toyota T, Huang Z, Wei W, Adachi H. CSF 14-3-3 zeta(ζ) isoform is associated with tau pathology and cognitive decline in Alzheimer's disease. J Neurol Sci 2024; 457:122861. [PMID: 38194803 DOI: 10.1016/j.jns.2023.122861] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 12/03/2023] [Accepted: 12/27/2023] [Indexed: 01/11/2024]
Abstract
14-3-3 is a family of conserved proteins that consist of seven isoforms which are highly expressed in the brain, and 14-3-3 zeta(ζ) is one of the isoforms encoded by the YWHAZ gene. Previous studies demonstrated that 14-3-3ζ is deposited in the neurofibrillary tangles of Alzheimer's disease (AD) brains, and that 14-3-3ζ interacts with tau from the purified neurofibrillary tangles of AD brain extract. The present study examined the cerebrospinal fluid (CSF) 14-3-3ζ levels of 719 participants from the Alzheimer's Disease Neuroimaging Initiative (ADNI), including cognitively normal (CN) participants, patients with mild cognitive impairment (MCI) and patients with AD dementia, and aimed to identify whether CSF 14-3-3ζ is associated with tau pathology. CSF 14-3-3ζ levels were increased in AD, and particularly elevated among tau pathology positive individuals. CSF 14-3-3ζ levels were associated with CSF phosphorylated tau 181 (p-tau) (r = 0.741, P < 0.001) and plasma p-tau (r = 0.293, P < 0.001), which are fluid biomarkers of tau pathology, and could predict tau pathology positive status with high accuracy (area under the receiver operating characteristic curve [AUC], 0.891). CSF 14-3-3ζ levels were also correlated to synaptic biomarker CSF GAP-43 (r = 0.609, P < 0.001) and neuroinflammatory biomarker CSF sTREM-2 (r = 0.507, P < 0.001). High CSF 14-3-3ζ levels at baseline were associated with progressive decline of cognitive function and neuroimaging findings during follow up. In conclusion, this study suggests that CSF 14-3-3ζ is a potential biomarker of AD that may be useful in clinical practice.
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Affiliation(s)
- Qiang Qiang
- Department of Neurology, Cognitive Disorders Center, Huadong Hospital, Fudan University, Shanghai, China; Department of Neurology, University of Occupational and Environmental Health School of Medicine, Kitakyushu, Japan
| | - Loren Skudder-Hill
- Yuquan Hospital, Tsinghua University School of Clinical Medicine, Beijing, China; School of Medicine, University of Auckland, Auckland, New Zealand
| | - Tomoko Toyota
- Department of Neurology, University of Occupational and Environmental Health School of Medicine, Kitakyushu, Japan
| | - Zhe Huang
- Department of Neurology, University of Occupational and Environmental Health School of Medicine, Kitakyushu, Japan
| | - Wenshi Wei
- Department of Neurology, Cognitive Disorders Center, Huadong Hospital, Fudan University, Shanghai, China
| | - Hiroaki Adachi
- Department of Neurology, University of Occupational and Environmental Health School of Medicine, Kitakyushu, Japan.
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10
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Yang K, Wei R, Liu Q, Tao Y, Wu Z, Yang L, Wang QH, Wang H, Pan Z. Specific inhibition of TET1 in the spinal dorsal horn alleviates inflammatory pain in mice by regulating synaptic plasticity. Neuropharmacology 2024; 244:109799. [PMID: 38008374 DOI: 10.1016/j.neuropharm.2023.109799] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Revised: 10/19/2023] [Accepted: 11/20/2023] [Indexed: 11/28/2023]
Abstract
DNA demethylation mediated by ten-eleven translocation 1 (TET1) is a critical epigenetic mechanism in which gene expression is regulated via catalysis of 5-methylcytosine to 5-hydroxymethylcytosine. Previously, we demonstrated that TET1 is associated with the genesis of chronic inflammatory pain. However, how TET1 participates in enhanced nociceptive responses in chronic pain remains poorly understood. Here, we report that conditional knockout of Tet1 in dorsal horn neurons via intrathecal injection of rAAV-hSyn-Cre in Tet1fl/fl mice not only reversed the inflammation-induced upregulation of synapse-associated proteins (post-synaptic density protein 95 (PSD95) and synaptophysin (SYP)) in the dorsal horn but also ameliorated abnormalities in dendritic spine morphology and alleviated pain hypersensitivities. Pharmacological blockade of TET1 by intrathecal injection of a TET1-specific inhibitor-Bobcat 339-produced similar results, as did knockdown of Tet1 by intrathecal injection of siRNA. Thus, our data strongly suggest that increased TET1 expression during inflammatory pain upregulates the expression of multiple synapse-associated proteins and dysregulates synaptic morphology in dorsal horn neurons, suggesting that Tet1 may be a potential target for analgesic strategies.
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Affiliation(s)
- Kehui Yang
- Jiangsu Province Key Laboratory of Anesthesiology, China; Jiangsu Province Key Laboratory of Anesthesia and Analgesia Application Technology, China; NMPA Key Laboratory for Research and Evaluation of Narcotic and Psychotropic Drugs, Xuzhou Medical University, Xuzhou, 221004, China
| | - Runa Wei
- Jiangsu Province Key Laboratory of Anesthesiology, China; Jiangsu Province Key Laboratory of Anesthesia and Analgesia Application Technology, China; NMPA Key Laboratory for Research and Evaluation of Narcotic and Psychotropic Drugs, Xuzhou Medical University, Xuzhou, 221004, China
| | - Qiaoqiao Liu
- Jiangsu Province Key Laboratory of Anesthesiology, China; Jiangsu Province Key Laboratory of Anesthesia and Analgesia Application Technology, China; NMPA Key Laboratory for Research and Evaluation of Narcotic and Psychotropic Drugs, Xuzhou Medical University, Xuzhou, 221004, China
| | - Yang Tao
- Jiangsu Province Key Laboratory of Anesthesiology, China; Jiangsu Province Key Laboratory of Anesthesia and Analgesia Application Technology, China; NMPA Key Laboratory for Research and Evaluation of Narcotic and Psychotropic Drugs, Xuzhou Medical University, Xuzhou, 221004, China
| | - Zixuan Wu
- Jiangsu Province Key Laboratory of Anesthesiology, China; Jiangsu Province Key Laboratory of Anesthesia and Analgesia Application Technology, China; NMPA Key Laboratory for Research and Evaluation of Narcotic and Psychotropic Drugs, Xuzhou Medical University, Xuzhou, 221004, China
| | - Li Yang
- Jiangsu Province Key Laboratory of Anesthesiology, China; Jiangsu Province Key Laboratory of Anesthesia and Analgesia Application Technology, China; NMPA Key Laboratory for Research and Evaluation of Narcotic and Psychotropic Drugs, Xuzhou Medical University, Xuzhou, 221004, China
| | - Qi-Hui Wang
- Jiangsu Province Key Laboratory of Anesthesiology, China; Jiangsu Province Key Laboratory of Anesthesia and Analgesia Application Technology, China; NMPA Key Laboratory for Research and Evaluation of Narcotic and Psychotropic Drugs, Xuzhou Medical University, Xuzhou, 221004, China
| | - Hongjun Wang
- Jiangsu Province Key Laboratory of Anesthesiology, China; Jiangsu Province Key Laboratory of Anesthesia and Analgesia Application Technology, China; NMPA Key Laboratory for Research and Evaluation of Narcotic and Psychotropic Drugs, Xuzhou Medical University, Xuzhou, 221004, China.
| | - Zhiqiang Pan
- Jiangsu Province Key Laboratory of Anesthesiology, China; Jiangsu Province Key Laboratory of Anesthesia and Analgesia Application Technology, China; NMPA Key Laboratory for Research and Evaluation of Narcotic and Psychotropic Drugs, Xuzhou Medical University, Xuzhou, 221004, China.
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11
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Mravinacová S, Alanko V, Bergström S, Bridel C, Pijnenburg Y, Hagman G, Kivipelto M, Teunissen C, Nilsson P, Matton A, Månberg A. CSF protein ratios with enhanced potential to reflect Alzheimer's disease pathology and neurodegeneration. Mol Neurodegener 2024; 19:15. [PMID: 38350954 PMCID: PMC10863228 DOI: 10.1186/s13024-024-00705-z] [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: 08/31/2023] [Accepted: 01/23/2024] [Indexed: 02/15/2024] Open
Abstract
BACKGROUND Amyloid and tau aggregates are considered to cause neurodegeneration and consequently cognitive decline in individuals with Alzheimer's disease (AD). Here, we explore the potential of cerebrospinal fluid (CSF) proteins to reflect AD pathology and cognitive decline, aiming to identify potential biomarkers for monitoring outcomes of disease-modifying therapies targeting these aggregates. METHOD We used a multiplex antibody-based suspension bead array to measure the levels of 49 proteins in CSF from the Swedish GEDOC memory clinic cohort at the Karolinska University Hospital. The cohort comprised 148 amyloid- and tau-negative individuals (A-T-) and 65 amyloid- and tau-positive individuals (A+T+). An independent sample set of 26 A-T- and 26 A+T+ individuals from the Amsterdam Dementia Cohort was used for validation. The measured proteins were clustered based on their correlation to CSF amyloid beta peptides, tau and NfL levels. Further, we used support vector machine modelling to identify protein pairs, matched based on their cluster origin, that reflect AD pathology and cognitive decline with improved performance compared to single proteins. RESULTS The protein-clustering revealed 11 proteins strongly correlated to t-tau and p-tau (tau-associated group), including mainly synaptic proteins previously found elevated in AD such as NRGN, GAP43 and SNCB. Another 16 proteins showed predominant correlation with Aβ42 (amyloid-associated group), including PTPRN2, NCAN and CHL1. Support vector machine modelling revealed that proteins from the two groups combined in pairs discriminated A-T- from A+T+ individuals with higher accuracy compared to single proteins, as well as compared to protein pairs composed of proteins originating from the same group. Moreover, combining the proteins from different groups in ratios (tau-associated protein/amyloid-associated protein) significantly increased their correlation to cognitive decline measured with cognitive scores. The results were validated in an independent cohort. CONCLUSIONS Combining brain-derived proteins in pairs largely enhanced their capacity to discriminate between AD pathology-affected and unaffected individuals and increased their correlation to cognitive decline, potentially due to adjustment of inter-individual variability. With these results, we highlight the potential of protein pairs to monitor neurodegeneration and thereby possibly the efficacy of AD disease-modifying therapies.
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Affiliation(s)
- Sára Mravinacová
- Division of Affinity Proteomics, Department of Protein Science, KTH Royal Institute of Technology, SciLifeLab, Stockholm, Sweden
| | - Vilma Alanko
- Division of Clinical Geriatrics, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden
- Division of Neurogeriatrics, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden
| | - Sofia Bergström
- Division of Affinity Proteomics, Department of Protein Science, KTH Royal Institute of Technology, SciLifeLab, Stockholm, Sweden
| | - Claire Bridel
- Neurochemistry Lab, Department of Laboratory Medicine, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit, Amsterdam, Netherlands
| | - Yolande Pijnenburg
- Department of Neurology, Alzheimer Centre, Amsterdam UMC, Vrije Universiteit, Amsterdam, Netherlands
| | - Göran Hagman
- Division of Clinical Geriatrics, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden
- Theme Inflammation and Aging, Karolinska University Hospital, Stockholm, Sweden
| | - Miia Kivipelto
- Division of Clinical Geriatrics, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden
- Ageing Epidemiology (AGE) Research Unit, Imperial College London, London, United Kingdom
- Theme Inflammation and Aging, Karolinska University Hospital, Stockholm, Sweden
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland
| | - Charlotte Teunissen
- Neurochemistry Lab, Department of Laboratory Medicine, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit, Amsterdam, Netherlands
| | - Peter Nilsson
- Division of Affinity Proteomics, Department of Protein Science, KTH Royal Institute of Technology, SciLifeLab, Stockholm, Sweden
| | - Anna Matton
- Division of Clinical Geriatrics, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden
- Division of Neurogeriatrics, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden
- Ageing Epidemiology (AGE) Research Unit, Imperial College London, London, United Kingdom
| | - Anna Månberg
- Division of Affinity Proteomics, Department of Protein Science, KTH Royal Institute of Technology, SciLifeLab, Stockholm, Sweden.
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12
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Lista S, Santos-Lozano A, Emanuele E, Mercuri NB, Gabelle A, López-Ortiz S, Martín-Hernández J, Maisto N, Imbimbo C, Caraci F, Imbimbo BP, Zetterberg H, Nisticò R. Monitoring synaptic pathology in Alzheimer's disease through fluid and PET imaging biomarkers: a comprehensive review and future perspectives. Mol Psychiatry 2024:10.1038/s41380-023-02376-6. [PMID: 38228892 DOI: 10.1038/s41380-023-02376-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Revised: 12/04/2023] [Accepted: 12/12/2023] [Indexed: 01/18/2024]
Abstract
Alzheimer's disease (AD) is currently constrained by limited clinical treatment options. The initial pathophysiological event, which can be traced back to decades before the clinical symptoms become apparent, involves the excessive accumulation of amyloid-beta (Aβ), a peptide comprised of 40-42 amino acids, in extraneuronal plaques within the brain. Biochemical and histological studies have shown that overaccumulation of Aβ instigates an aberrant escalation in the phosphorylation and secretion of tau, a microtubule-binding axonal protein. The accumulation of hyperphosphorylated tau into intraneuronal neurofibrillary tangles is in turn correlated with microglial dysfunction and reactive astrocytosis, culminating in synaptic dysfunction and neurodegeneration. As neurodegeneration progresses, it gives rise to mild clinical symptoms of AD, which may eventually evolve into overt dementia. Synaptic loss in AD may develop even before tau alteration and in response to possible elevations in soluble oligomeric forms of Aβ associated with early AD. These findings largely rely on post-mortem autopsy examinations, which typically involve a limited number of patients. Over the past decade, a range of fluid biomarkers such as neurogranin, α-synuclein, visinin-like protein 1 (VILIP-1), neuronal pentraxin 2, and β-synuclein, along with positron emission tomography (PET) markers like synaptic vesicle glycoprotein 2A, have been developed. These advancements have facilitated the exploration of how synaptic markers in AD patients correlate with cognitive impairment. However, fluid biomarkers indicating synaptic loss have only been validated in cerebrospinal fluid (CSF), not in plasma, with the exception of VILIP-1. The most promising PET radiotracer, [11C]UCB-J, currently faces significant challenges hindering its widespread clinical use, primarily due to the necessity of a cyclotron. As such, additional research geared toward the exploration of synaptic pathology biomarkers is crucial. This will not only enable their extensive clinical application, but also refine the optimization process of AD pharmacological trials.
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Affiliation(s)
- Simone Lista
- i+HeALTH Strategic Research Group, Department of Health Sciences, Miguel de Cervantes European University (UEMC), 47012, Valladolid, Spain.
| | - Alejandro Santos-Lozano
- i+HeALTH Strategic Research Group, Department of Health Sciences, Miguel de Cervantes European University (UEMC), 47012, Valladolid, Spain
- Physical Activity and Health Research Group (PaHerg), Research Institute of the Hospital 12 de Octubre ('imas12'), 28041, Madrid, Spain
| | | | - Nicola B Mercuri
- Experimental Neurology Laboratory, IRCCS Santa Lucia Foundation, 00143, Rome, Italy
- Department of Systems Medicine, University of Rome Tor Vergata, 00133, Rome, Italy
| | - Audrey Gabelle
- CMRR, Memory Resources and Research Center, Montpellier University of Excellence i-site, 34295, Montpellier, France
| | - Susana López-Ortiz
- i+HeALTH Strategic Research Group, Department of Health Sciences, Miguel de Cervantes European University (UEMC), 47012, Valladolid, Spain
| | - Juan Martín-Hernández
- i+HeALTH Strategic Research Group, Department of Health Sciences, Miguel de Cervantes European University (UEMC), 47012, Valladolid, Spain
| | - Nunzia Maisto
- Laboratory of Pharmacology of Synaptic Plasticity, EBRI Rita Levi-Montalcini Foundation, 00143, Rome, Italy
- Department of Physiology and Pharmacology "V. Erspamer", Sapienza University of Rome, 00185, Rome, Italy
| | - Camillo Imbimbo
- Department of Brain and Behavioral Sciences, University of Pavia, 27100, Pavia, Italy
| | - Filippo Caraci
- Department of Drug and Health Sciences, University of Catania, 95125, Catania, Italy
- Neuropharmacology and Translational Neurosciences Research Unit, Oasi Research Institute-IRCCS, 94018, Troina, Italy
| | - Bruno P Imbimbo
- Department of Research and Development, Chiesi Farmaceutici, 43122, Parma, Italy
| | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, 431 80, Mölndal, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, 431 80, Mölndal, Sweden
- Department of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, WC1N, London, UK
- UK Dementia Research Institute at UCL, WC1E 6BT, London, UK
- Hong Kong Center for Neurodegenerative Diseases, Clear Water Bay, Hong Kong, China
- Wisconsin Alzheimer's Disease Research Center, University of Wisconsin School of Medicine and Public Health, University of Wisconsin-Madison, Madison, 53726, WI, USA
| | - Robert Nisticò
- Laboratory of Pharmacology of Synaptic Plasticity, EBRI Rita Levi-Montalcini Foundation, 00143, Rome, Italy.
- School of Pharmacy, University of Rome "Tor Vergata", 00133, Rome, Italy.
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13
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Al-Saran N, Subash-Babu P, Al-Harbi LN, Alrfaei BM, Alshatwi AA. Neuroprotective Effect of Solid Lipid Nanoparticles Loaded with Lepidium sativum (L.) Seed Bioactive Components Enhance Bioavailability and Wnt/β-Catenin/Camk-II Signaling Cascade in SH-SY5Y Neuroblastoma Cells. NANOMATERIALS (BASEL, SWITZERLAND) 2024; 14:199. [PMID: 38251163 PMCID: PMC10819627 DOI: 10.3390/nano14020199] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/03/2023] [Revised: 12/24/2023] [Accepted: 12/29/2023] [Indexed: 01/23/2024]
Abstract
The primary pathological hallmark of Alzheimer's disease (AD) is the formation and accumulation of neurofibrillary tangles and plaques, which result from the aggregation of amyloid-β (Aβ) induced by oxidative stress. The effectiveness of Alzheimer's disease (AD) therapeutics significantly hinges on the drug's bioavailability and its ability to penetrate neuronal cells. The current investigation was designed as a first attempt to examine bio-fabricated Lepidium sativum (LS) seed-extract-loaded solid lipid nanoparticles (SLNps) to increase bioavailability and bioefficacy for the prevention of undifferentiated SH-SY5Y neuronal cells from oxidative stress induced by H2O2 and amyloid-β peptide (Aβ,1-42). The SLNps were fabricated using LS extract as a water phase and hyaluronic acid and chia seed fatty acids as a lipid phase, then confirmed and characterized using UV, Zeta size, and SEM methods. The biological safety of synthesized LS-SLNps has been determined using MTT assay and PI staining (nuclear damage) in hMSCs. LS-SLNp-pretreated neuronal cells were induced with oxidative stress and 2 µM of beta-amyloid (Aβ,1-42) fibrils; furthermore, the neuroprotective potential of LS-SLNps was determined through the quenching of oxidative stress, enhancing mitochondrial oxidative capacity, and immunoregulatory potential. Observations found that cells treated with both H2O2 and beta-amyloid (Aβ,1-42) fibrils showed decreased neuronal cell growth, nuclear damage, and mitochondrial membrane potential due to oxidative stress. However, SH-SY5Y cells pretreated with LS-SLNps for 24 h showed an increase in cell proliferation with uniform morphology and increased mitochondrial membrane potential compared to cells pretreated with LS alone. Gene expression analysis found that LS-SLNps increased the expression of Wnt 3a and 5a, which stimulated the canonical, β-catenin, and non-canonical Camk-II expressions of nerve cell growth factors, confirming the molecular-level reversal of neurodegenerative diseases.
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Affiliation(s)
- Nada Al-Saran
- Department of Food Science and Nutrition, College of Food and Agricultural Sciences, King Saud University, P.O. Box 2460, Riyadh 11451, Saudi Arabia (P.S.-B.)
| | - Pandurangan Subash-Babu
- Department of Food Science and Nutrition, College of Food and Agricultural Sciences, King Saud University, P.O. Box 2460, Riyadh 11451, Saudi Arabia (P.S.-B.)
| | - Laila Naif Al-Harbi
- Department of Food Science and Nutrition, College of Food and Agricultural Sciences, King Saud University, P.O. Box 2460, Riyadh 11451, Saudi Arabia (P.S.-B.)
| | - Bahauddeen M. Alrfaei
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences (KSAU-HS), Minister of National Guard-Health Affairs (MNGHA), P.O. Box 22490, Riyadh 11426, Saudi Arabia
- King Abdullah International Medical Research Center, Minister of National Guard-Health Affairs (MNGHA), P.O. Box 22490, Riyadh 11426, Saudi Arabia
| | - Ali A. Alshatwi
- Department of Food Science and Nutrition, College of Food and Agricultural Sciences, King Saud University, P.O. Box 2460, Riyadh 11451, Saudi Arabia (P.S.-B.)
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14
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Franzmeier N, Dehsarvi A, Steward A, Biel D, Dewenter A, Roemer SN, Wagner F, Groß M, Brendel M, Moscoso A, Arunachalam P, Blennow K, Zetterberg H, Ewers M, Schöll M. Elevated CSF GAP-43 is associated with accelerated tau accumulation and spread in Alzheimer's disease. Nat Commun 2024; 15:202. [PMID: 38172114 PMCID: PMC10764818 DOI: 10.1038/s41467-023-44374-w] [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: 08/08/2023] [Accepted: 12/11/2023] [Indexed: 01/05/2024] Open
Abstract
In Alzheimer's disease, amyloid-beta (Aβ) triggers the trans-synaptic spread of tau pathology, and aberrant synaptic activity has been shown to promote tau spreading. Aβ induces aberrant synaptic activity, manifesting in increases in the presynaptic growth-associated protein 43 (GAP-43), which is closely involved in synaptic activity and plasticity. We therefore tested whether Aβ-related GAP-43 increases, as a marker of synaptic changes, drive tau spreading in 93 patients across the aging and Alzheimer's spectrum with available CSF GAP-43, amyloid-PET and longitudinal tau-PET assessments. We found that (1) higher GAP-43 was associated with faster Aβ-related tau accumulation, specifically in brain regions connected closest to subject-specific tau epicenters and (2) that higher GAP-43 strengthened the association between Aβ and connectivity-associated tau spread. This suggests that GAP-43-related synaptic changes are linked to faster Aβ-related tau spread across connected regions and that synapses could be key targets for preventing tau spreading in Alzheimer's disease.
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Affiliation(s)
- Nicolai Franzmeier
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany.
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany.
- University of Gothenburg, The Sahlgrenska Academy, Institute of Neuroscience and Physiology, Department of Psychiatry and Neurochemistry, Mölndal and Gothenburg, Sweden.
| | - Amir Dehsarvi
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany
| | - Anna Steward
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany
| | - Davina Biel
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany
| | - Anna Dewenter
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany
| | - Sebastian Niclas Roemer
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany
| | - Fabian Wagner
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany
| | - Mattes Groß
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany
- Department of Nuclear Medicine, University Hospital, LMU Munich, Munich, Germany
| | - Matthias Brendel
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
- Department of Nuclear Medicine, University Hospital, LMU Munich, Munich, Germany
| | - Alexis Moscoso
- University of Gothenburg, The Sahlgrenska Academy, Institute of Neuroscience and Physiology, Department of Psychiatry and Neurochemistry, Mölndal and Gothenburg, Sweden
| | - Prithvi Arunachalam
- University of Gothenburg, The Sahlgrenska Academy, Institute of Neuroscience and Physiology, Department of Psychiatry and Neurochemistry, Mölndal and Gothenburg, Sweden
| | - Kaj Blennow
- University of Gothenburg, The Sahlgrenska Academy, Institute of Neuroscience and Physiology, Department of Psychiatry and Neurochemistry, Mölndal and Gothenburg, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
| | - Henrik Zetterberg
- University of Gothenburg, The Sahlgrenska Academy, Institute of Neuroscience and Physiology, Department of Psychiatry and Neurochemistry, Mölndal and Gothenburg, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
- Department of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London, UK
- UK Dementia Research Institute at UCL, London, UK
- Hong Kong Center for Neurodegenerative Diseases, Clear Water Bay, Hong Kong, China
- Wisconsin Alzheimer's Disease Research Center, University of Wisconsin School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, USA
| | - Michael Ewers
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
| | - Michael Schöll
- University of Gothenburg, The Sahlgrenska Academy, Institute of Neuroscience and Physiology, Department of Psychiatry and Neurochemistry, Mölndal and Gothenburg, Sweden
- Wallenberg Centre for Molecular and Translational Medicine, University of Gothenburg, Gothenburg, Sweden
- Dementia Research Centre, Queen Square Institute of Neurology, University College London, London, UK
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15
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Valentin-Escalera J, Leclerc M, Calon F. High-Fat Diets in Animal Models of Alzheimer's Disease: How Can Eating Too Much Fat Increase Alzheimer's Disease Risk? J Alzheimers Dis 2024; 97:977-1005. [PMID: 38217592 PMCID: PMC10836579 DOI: 10.3233/jad-230118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/15/2023] [Indexed: 01/15/2024]
Abstract
High dietary intake of saturated fatty acids is a suspected risk factor for neurodegenerative diseases, including Alzheimer's disease (AD). To decipher the causal link behind these associations, high-fat diets (HFD) have been repeatedly investigated in animal models. Preclinical studies allow full control over dietary composition, avoiding ethical concerns in clinical trials. The goal of the present article is to provide a narrative review of reports on HFD in animal models of AD. Eligibility criteria included mouse models of AD fed a HFD defined as > 35% of fat/weight and western diets containing > 1% cholesterol or > 15% sugar. MEDLINE and Embase databases were searched from 1946 to August 2022, and 32 preclinical studies were included in the review. HFD-induced obesity and metabolic disturbances such as insulin resistance and glucose intolerance have been replicated in most studies, but with methodological variability. Most studies have found an aggravating effect of HFD on brain Aβ pathology, whereas tau pathology has been much less studied, and results are more equivocal. While most reports show HFD-induced impairment on cognitive behavior, confounding factors may blur their interpretation. In summary, despite conflicting results, exposing rodents to diets highly enriched in saturated fat induces not only metabolic defects, but also cognitive impairment often accompanied by aggravated neuropathological markers, most notably Aβ burden. Although there are important variations between methods, particularly the lack of diet characterization, these studies collectively suggest that excessive intake of saturated fat should be avoided in order to lower the incidence of AD.
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Affiliation(s)
- Josue Valentin-Escalera
- Faculté de Pharmacie, Université Laval, Québec, Canada
- Axe Neurosciences, Centre de recherche du centre Hospitalier de l'Université Laval (CHUL), Québec, Canada
- Institut sur la Nutrition et les Aliments Fonctionnels, Québec, Canada
- OptiNutriBrain - Laboratoire International Associé (NutriNeuro France-INAF Canada)
| | - Manon Leclerc
- Faculté de Pharmacie, Université Laval, Québec, Canada
- Axe Neurosciences, Centre de recherche du centre Hospitalier de l'Université Laval (CHUL), Québec, Canada
- Institut sur la Nutrition et les Aliments Fonctionnels, Québec, Canada
- OptiNutriBrain - Laboratoire International Associé (NutriNeuro France-INAF Canada)
| | - Frédéric Calon
- Faculté de Pharmacie, Université Laval, Québec, Canada
- Axe Neurosciences, Centre de recherche du centre Hospitalier de l'Université Laval (CHUL), Québec, Canada
- Institut sur la Nutrition et les Aliments Fonctionnels, Québec, Canada
- OptiNutriBrain - Laboratoire International Associé (NutriNeuro France-INAF Canada)
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16
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Li D, Sun Y, Ding L, Fu Y, Zhou J, Yu JT, Tan L. Associations of Growth-Associated Protein 43 with Cerebral Microbleeds: A Longitudinal Study. J Alzheimers Dis 2024; 97:1913-1922. [PMID: 38339928 DOI: 10.3233/jad-230508] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/12/2024]
Abstract
Background Cerebral microbleeds (CMB) play an important role in neurodegenerative pathology. Objective The present study aims to test whether cerebrospinal fluid (CSF) growth-associated protein 43 (GAP-43) level is linked to CMBs in elderly people. Methods A total of 750 participants from the Alzheimer's Disease Neuroimaging Initiative (ADNI) who had measurements of GAP-43 and CMBs were included in the study. According to the presence and extent of CMBs, participants were stratified into different groups. Regression analyses were used to assess cross-sectional and longitudinal associations between GAP-43 and CMBs. Results Participants with CMB were slightly older and had higher concentrations of CSF GAP43. In multivariable adjusted analyses for age, gender, APOEɛ4 status, and cognitive diagnoses, higher CSF GAP-43 concentrations were modestly associated with CMB presence (OR = 1.169, 95% CI = 1.001-1.365) and number (β= 0.020, SE = 0.009, p = 0.027). Similarly, higher CSF GAP43 concentrations were accrual of CMB lesions, associated with higher CMB progression (OR = 1.231, 95% CI = 1.044-1.448) and number (β= 0.017, SE = 0.005, p = 0.001) in the follow up scan. In stratified analyses, slightly stronger associations were noted in male participants, those 65 years and older, carriers of APOEɛ4 alleles, and with more advanced cognitive disorders. Conclusions CSF GAP-43 was cross-sectionally associated with the presence and extent of CMBs. GAP-43 might be used as a biomarker to track the dynamic changes of CMBs in elderly persons.
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Affiliation(s)
- Da Li
- Department of Neurology, Qingdao Municipal Hospital, Nanjing Medical University, Nanjing, China
| | - Yan Sun
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao, China
| | - Lin Ding
- Department of Neurosurgery, Rizhao People's Hospital, Rizhao, China
| | - Yan Fu
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao, China
| | - Jie Zhou
- Department of Neurology, Qingdao Municipal Hospital, Nanjing Medical University, Nanjing, China
| | - Jin-Tai Yu
- Department of Neurology, Qingdao Municipal Hospital, Nanjing Medical University, Nanjing, China
- Department of Neurology and Institute of Neurology, Huashan Hospital, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Shanghai Medical College, Fudan University, Shanghai, China
| | - Lan Tan
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao, China
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Vijiaratnam N, Foltynie T. How should we be using biomarkers in trials of disease modification in Parkinson's disease? Brain 2023; 146:4845-4869. [PMID: 37536279 PMCID: PMC10690028 DOI: 10.1093/brain/awad265] [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: 05/10/2023] [Revised: 07/18/2023] [Accepted: 07/22/2023] [Indexed: 08/05/2023] Open
Abstract
The recent validation of the α-synuclein seed amplification assay as a biomarker with high sensitivity and specificity for the diagnosis of Parkinson's disease has formed the backbone for a proposed staging system for incorporation in Parkinson's disease clinical studies and trials. The routine use of this biomarker should greatly aid in the accuracy of diagnosis during recruitment of Parkinson's disease patients into trials (as distinct from patients with non-Parkinson's disease parkinsonism or non-Parkinson's disease tremors). There remain, however, further challenges in the pursuit of biomarkers for clinical trials of disease modifying agents in Parkinson's disease, namely: optimizing the distinction between different α-synucleinopathies; the selection of subgroups most likely to benefit from a candidate disease modifying agent; a sensitive means of confirming target engagement; and the early prediction of longer-term clinical benefit. For example, levels of CSF proteins such as the lysosomal enzyme β-glucocerebrosidase may assist in prognostication or allow enrichment of appropriate patients into disease modifying trials of agents with this enzyme as the target; the presence of coexisting Alzheimer's disease-like pathology (detectable through CSF levels of amyloid-β42 and tau) can predict subsequent cognitive decline; imaging techniques such as free-water or neuromelanin MRI may objectively track decline in Parkinson's disease even in its later stages. The exploitation of additional biomarkers to the α-synuclein seed amplification assay will, therefore, greatly add to our ability to plan trials and assess the disease modifying properties of interventions. The choice of which biomarker(s) to use in the context of disease modifying clinical trials will depend on the intervention, the stage (at risk, premotor, motor, complex) of the population recruited and the aims of the trial. The progress already made lends hope that panels of fluid biomarkers in tandem with structural or functional imaging may provide sensitive and objective methods of confirming that an intervention is modifying a key pathophysiological process of Parkinson's disease. However, correlation with clinical progression does not necessarily equate to causation, and the ongoing validation of quantitative biomarkers will depend on insightful clinical-genetic-pathophysiological comparisons incorporating longitudinal biomarker changes from those at genetic risk with evidence of onset of the pathophysiology and those at each stage of manifest clinical Parkinson's disease.
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Affiliation(s)
- Nirosen Vijiaratnam
- Department of Clinical and Movement Neurosciences, UCL Queen Square Institute of Neurology, London WC1N 3BG, UK
| | - Thomas Foltynie
- Department of Clinical and Movement Neurosciences, UCL Queen Square Institute of Neurology, London WC1N 3BG, UK
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Lan G, Du J, Chen X, Wang Q, Han Y, Guo T. Association of APOE-ε4 and GAP-43-related presynaptic loss with β-amyloid, tau, neurodegeneration, and cognitive decline. Neurobiol Aging 2023; 132:209-219. [PMID: 37852045 DOI: 10.1016/j.neurobiolaging.2023.09.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Revised: 09/18/2023] [Accepted: 09/20/2023] [Indexed: 10/20/2023]
Abstract
Apolipoprotein E-ε4 (APOE-ε4) carriers had elevated cerebrospinal fluid (CSF) presynaptic protein growth-associated protein-43 (GAP-43), but the underlying mechanism is not fully understood. We investigated how the APOE-ε4 genotype affects the baseline and longitudinal changes in CSF GAP-43 and their associations with β-amyloid positron emission tomography (Aβ PET), CSF phosphorylated tau 181 (p-Tau181), neurodegeneration, and cognitive decline. Compared to APOE-ε4 non-carriers, APOE-ε4 carriers had higher baseline levels and faster rates of increases in Aβ PET, CSF p-Tau181, and CSF GAP-43. Both higher baseline levels and faster rates of increase in CSF GAP-43 were associated with greater baseline Aβ PET and CSF p-Tau181, which fully mediated the APOE-ε4 effect on CSF GAP-43 elevations. Independent of Aβ PET and CSF p-Tau181, APOE-ε4 carriage was associated with exacerbated GAP-43-related longitudinal hippocampal atrophy and cognitive decline, especially in Aβ+ participants (GAP-43 × time × APOE-ε4). These findings suggest that the APOE-ε4 effect on GAP-43-related presynaptic dysfunction is mediated by primary Alzheimer's pathologies and independently correlates to hippocampal atrophy and cognitive decline in the future.
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Affiliation(s)
- Guoyu Lan
- Institute of Biomedical Engineering, Shenzhen Bay Laboratory, Shenzhen, China
| | - Jing Du
- Institute of Biomedical Engineering, Shenzhen Bay Laboratory, Shenzhen, China
| | - Xuhui Chen
- Department of Neurology, Peking University Shenzhen Hospital, Shenzhen, China
| | - Qingyong Wang
- Department of Neurology, University of Chinese Academy of Sciences-Shenzhen Hospital, Shenzhen, China
| | - Ying Han
- Institute of Biomedical Engineering, Shenzhen Bay Laboratory, Shenzhen, China; Department of Neurology, Xuanwu Hospital of Capital Medical University, Beijing, China
| | - Tengfei Guo
- Institute of Biomedical Engineering, Shenzhen Bay Laboratory, Shenzhen, China; Institute of Biomedical Engineering, Peking University Shenzhen Graduate School, Shenzhen, China.
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Qiang Q, Skudder-Hill L, Toyota T, Huang Z, Wei W, Adachi H. CSF 14-3-3β is associated with progressive cognitive decline in Alzheimer's disease. Brain Commun 2023; 5:fcad312. [PMID: 38035365 PMCID: PMC10684297 DOI: 10.1093/braincomms/fcad312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Revised: 09/22/2023] [Accepted: 11/20/2023] [Indexed: 12/02/2023] Open
Abstract
Alzheimer's disease is a neurodegenerative disorder characterized pathologically by amyloid-beta plaques, tau tangles and neuronal loss. In clinical practice, the 14-3-3 isoform beta (β) is a biomarker that aids in the diagnosis of sporadic Creutzfeldt-Jakob disease. Recently, a proteomics study found increased CSF 14-3-3β levels in Alzheimer's disease patients, suggesting a potential link between CSF 14-3-3β and Alzheimer's disease. Our present study aimed to further investigate the role of CSF 14-3-3β in Alzheimer's disease by analysing the data of 719 participants with available CSF 14-3-3β measurements from the Alzheimer's Disease Neuroimaging Initiative. Higher CSF 14-3-3β levels were observed in the mild cognitive impairment group compared to the cognitively normal group, with the highest CSF 14-3-3β levels in the Alzheimer's disease dementia group. This study also found significant associations between CSF 14-3-3β levels and CSF biomarkers of p-tau, t-tau, pTau/Aβ42 ratios and GAP-43, as well as other Alzheimer's disease biomarkers such as Aβ-PET. An early increase in CSF 14-3-3β levels was observed prior to Aβ-PET-positive status, and CSF 14-3-3β levels continued to rise after crossing the Aβ-PET positivity threshold before reaching a plateau. The diagnostic accuracy of CSF 14-3-3β (area under the receiver operating characteristic curve = 0.819) was moderate compared to other established Alzheimer's disease biomarkers in distinguishing cognitively normal Aβ pathology-negative individuals from Alzheimer's disease Aβ pathology-positive individuals. Higher baseline CSF 14-3-3β levels were associated with accelerated cognitive decline, reduced hippocampus volumes and declining fluorodeoxyglucose-PET values over a 4-year follow-up period. Patients with mild cognitive impairment and high CSF 14-3-3β levels at baseline had a significantly increased risk [hazard ratio = 2.894 (1.599-5.238), P < 0.001] of progression to Alzheimer's disease dementia during follow-up. These findings indicate that CSF 14-3-3β may be a potential biomarker for Alzheimer's disease and could provide a more comprehensive understanding of the underlying pathological changes of Alzheimer's disease, as well as aid in the diagnosis and monitoring of disease progression.
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Affiliation(s)
- Qiang Qiang
- Department of Neurology, Cognitive Disorders Center, Huadong Hospital, Fudan University, 200040 Shanghai, China
- Department of Neurology, University of Occupational and Environmental Health School of Medicine, 807-8555 Kitakyushu, Japan
| | - Loren Skudder-Hill
- Yuquan Hospital, Tsinghua University School of Clinical Medicine, 100084 Beijing, China
- School of Medicine, University of Auckland, 1023 Auckland, New Zealand
| | - Tomoko Toyota
- Department of Neurology, University of Occupational and Environmental Health School of Medicine, 807-8555 Kitakyushu, Japan
| | - Zhe Huang
- Department of Neurology, University of Occupational and Environmental Health School of Medicine, 807-8555 Kitakyushu, Japan
| | - Wenshi Wei
- Department of Neurology, Cognitive Disorders Center, Huadong Hospital, Fudan University, 200040 Shanghai, China
| | - Hiroaki Adachi
- Department of Neurology, University of Occupational and Environmental Health School of Medicine, 807-8555 Kitakyushu, Japan
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20
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Goossens J, Cervantes González A, Dewit N, Lidón L, Fortea J, Alcolea D, Lleó A, Belbin O, Vanmechelen E. Evaluation of cerebrospinal fluid levels of synaptic vesicle protein, VAMP-2, across the sporadic Alzheimer's disease continuum. Alzheimers Res Ther 2023; 15:186. [PMID: 37898760 PMCID: PMC10612328 DOI: 10.1186/s13195-023-01336-0] [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: 05/31/2023] [Accepted: 10/17/2023] [Indexed: 10/30/2023]
Abstract
BACKGROUND Synapse loss is an early event that precedes neuronal death and symptom onset and is considered the best neuropathological correlate of cognitive decline in Alzheimer's disease (AD). Vesicle-associated membrane protein 2 (VAMP-2) has emerged as a promising biomarker of AD-related synapse degeneration in cerebrospinal fluid (CSF). The aim of this study was to explore the CSF profile of VAMP-2 across the AD continuum in relation to core AD biomarkers, other synaptic proteins, neurogranin (Ng) and synaptosomal-associated Protein-25 kDa (SNAP-25) and cognitive performance. METHODS We developed a digital immunoassay on the Single Molecule Array platform to quantify VAMP-2 in CSF and used existing immunoassays to quantify Ng, SNAP-25 and core CSF AD biomarkers. The clinical study included 62 cognitively unimpaired AD biomarker-negative subjects and 152 participants across the AD continuum from the SPIN cohort (Sant Pau Initiative on Neurodegeneration). Cognitive measures of episodic, semantic, executive and visuospatial domains and global cognition were included. Statistical methods included χ2 tests, spearman correlation, and ANCOVA analyses. RESULTS The VAMP-2 assay had a good analytical performance (repeatability 8.9%, intermediate precision 10.3%). Assay antibodies detected native VAMP-2 protein in human brain homogenates. CSF concentrations of VAMP-2, neurogranin and SNAP-25 were lower in preclinical AD stage 1 compared to controls and higher at later AD stages compared to AD stage 1 and were associated with core AD biomarkers, particularly total tau (adj. r2 = 0.62 to 0.78, p < 0.001). All three synaptic proteins were associated with all cognitive domains in individuals on the AD continuum (adj. r2 = 0.04 to 0.19, p < 0.05). CONCLUSIONS Our novel digital immunoassay accurately measures VAMP-2 changes in CSF, which reflect AD biomarkers and cognitive performance across multiple domains.
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Affiliation(s)
| | - Alba Cervantes González
- Sant Pau Memory Unit, Neurology Department and IIB-Sant Pau, Hospital de La Santa Creu I Sant Pau, Universitat Autonoma de Barcelona, Barcelona, Spain
- Network Center for Biomedical Research in Neurodegenerative Diseases (CIBERNED), Madrid, Spain
| | - Nele Dewit
- Medpace Reference Laboratories (A.A.), Flow Cytometry Unit, Louvain, Belgium
| | - Laia Lidón
- Sant Pau Memory Unit, Neurology Department and IIB-Sant Pau, Hospital de La Santa Creu I Sant Pau, Universitat Autonoma de Barcelona, Barcelona, Spain
- Network Center for Biomedical Research in Neurodegenerative Diseases (CIBERNED), Madrid, Spain
| | - Juan Fortea
- Sant Pau Memory Unit, Neurology Department and IIB-Sant Pau, Hospital de La Santa Creu I Sant Pau, Universitat Autonoma de Barcelona, Barcelona, Spain
- Network Center for Biomedical Research in Neurodegenerative Diseases (CIBERNED), Madrid, Spain
| | - Daniel Alcolea
- Sant Pau Memory Unit, Neurology Department and IIB-Sant Pau, Hospital de La Santa Creu I Sant Pau, Universitat Autonoma de Barcelona, Barcelona, Spain
- Network Center for Biomedical Research in Neurodegenerative Diseases (CIBERNED), Madrid, Spain
| | - Alberto Lleó
- Sant Pau Memory Unit, Neurology Department and IIB-Sant Pau, Hospital de La Santa Creu I Sant Pau, Universitat Autonoma de Barcelona, Barcelona, Spain
- Network Center for Biomedical Research in Neurodegenerative Diseases (CIBERNED), Madrid, Spain
| | - Olivia Belbin
- Sant Pau Memory Unit, Neurology Department and IIB-Sant Pau, Hospital de La Santa Creu I Sant Pau, Universitat Autonoma de Barcelona, Barcelona, Spain.
- Network Center for Biomedical Research in Neurodegenerative Diseases (CIBERNED), Madrid, Spain.
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21
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Lan G, Guo T. Reply to: "Aberrant GAP43 Gene Expression Is Alzheimer Disease Pathology-Specific". Ann Neurol 2023; 93:1049. [PMID: 36897272 DOI: 10.1002/ana.26639] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Accepted: 03/08/2023] [Indexed: 03/11/2023]
Affiliation(s)
- Guoyu Lan
- Institute of Biomedical Engineering, Shenzhen Bay Laboratory, Shenzhen, China
| | - Tengfei Guo
- Institute of Biomedical Engineering, Shenzhen Bay Laboratory, Shenzhen, China
- Institute of Biomedical Engineering, Peking University Shenzhen Graduate School, Shenzhen, China
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22
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Öhrfelt A, Benedet AL, Ashton NJ, Kvartsberg H, Vandijck M, Weiner MW, Trojanowski JQ, Shaw LM, Zetterberg H, Blennow K. Association of CSF GAP-43 With the Rate of Cognitive Decline and Progression to Dementia in Amyloid-Positive Individuals. Neurology 2023; 100:e275-e285. [PMID: 36192174 PMCID: PMC9869758 DOI: 10.1212/wnl.0000000000201417] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Accepted: 08/31/2022] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND AND OBJECTIVES To test the associations between the presynaptic growth-associated protein 43 (GAP-43), quantified in CSF, and biomarkers of Alzheimer disease (AD) pathophysiology, cross-sectionally and longitudinally. METHODS In this retrospective study, GAP-43 was measured in participants from the AD Neuroimaging Initiative (ADNI) cohort using an in-house ELISA method, and levels were compared between groups, both cross-sectionally and longitudinally. Linear regression models tested the associations between biomarkers of AD (amyloid beta [Aβ] and tau pathologies, neurodegeneration, and cognition) adjusted by age, sex, and diagnosis. Linear mixed-effect models evaluated how baseline GAP-43 predicts brain hypometabolism, atrophy, and cognitive decline over time. Cox proportional hazard regression models tested how GAP-43 levels and Aβ status, at baseline, increased the risk of progression to AD dementia over time. RESULTS This study included 786 participants from the ADNI cohort, which were further classified in cognitively unimpaired (CU) Aβ-negative (nCU- = 197); CU Aβ-positive (nCU+ = 55), mild cognitively impaired (MCI) Aβ-negative (nMCI- = 228), MCI Aβ-positive (nMCI+ = 193), and AD dementia Aβ-positive (nAD = 113). CSF GAP-43 levels were increased in Aβ-positive compared with Aβ-negative participants, independent of the cognitive status. In Aβ-positive participants, high baseline GAP-43 levels led to worse brain metabolic decline (p = 0.01), worse brain atrophy (p = 8.8 × 10-27), and worse MMSE scores (p = 0.03) over time, as compared with those with low GAP-43 levels. Similarly, Aβ-positive participants with high baseline GAP-43 had the highest risk to convert to AD dementia (hazard ratio [HR = 8.56, 95% CI 4.94-14.80, p = 1.5 × 10-14]). Despite the significant association with Aβ pathology (η2 Aβ PET = 0.09, P Aβ PET < 0.001), CSF total tau (tTau) and phosphorylated tau (pTau) had a larger effect size on GAP43 than Aβ PET (η2 pTau-181 = 0.53, P pTau-181 < 0.001; η2 tTau = 0.59, P tTau < 0.001). DISCUSSION High baseline levels of CSF GAP-43 are associated with progression in Aβ-positive individuals, with a more aggressive neurodegenerative process, faster rate of cognitive decline, and increased risk of converting to dementia.
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Affiliation(s)
- Annika Öhrfelt
- From the Department of Psychiatry and Neurochemistry (A.Ö., A.L.B., N.J.A., H.K., H.Z., K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal; Wallenberg Centre for Molecular and Translational Medicine (N.J.A.), University of Gothenburg, Sweden; Department of Old Age Psychiatry (N.J.A.), Institute of Psychiatry, Psychology and Neuroscience, King's College London; NIHR Biomedical Research Centre for Mental Health and Biomedical Research Unit for Dementia at South London and Maudsley NHS Foundation (N.J.A., H.Z.), London, United Kingdom; Clinical Neurochemistry Laboratory (H.K., K.B.), Sahlgrenska University Hospital, Mölndal, Sweden; Fujirebio Europe NV (M.V.), Ghent, Belgium; Department of Veterans Affairs Medical Center (M.W.W.), Center for Imaging of Neurodegenerative Diseases, San Francisco, CA; Departments of Radiology (M.W.W.), Medicine (M.W.W.), Psychiatry (M.W.W.) and Neurology (M.W.W.), University of California, San Francisco; Department of Pathology and Laboratory Medicine (J.Q.T., L.M.S.), Institute on Aging, Center for Neurodegenerative Disease Research, University of Pennsylvania School of Medicine, Philadelphia; Department of Neurodegenerative Disease (H.Z.), UCL Institute of Neurology, London, United Kingdom; UK Dementia Research Institute (H.Z.), London; and Hong Kong Center for Neurodegenerative Diseases (H.Z.), China.
| | - Andréa L Benedet
- From the Department of Psychiatry and Neurochemistry (A.Ö., A.L.B., N.J.A., H.K., H.Z., K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal; Wallenberg Centre for Molecular and Translational Medicine (N.J.A.), University of Gothenburg, Sweden; Department of Old Age Psychiatry (N.J.A.), Institute of Psychiatry, Psychology and Neuroscience, King's College London; NIHR Biomedical Research Centre for Mental Health and Biomedical Research Unit for Dementia at South London and Maudsley NHS Foundation (N.J.A., H.Z.), London, United Kingdom; Clinical Neurochemistry Laboratory (H.K., K.B.), Sahlgrenska University Hospital, Mölndal, Sweden; Fujirebio Europe NV (M.V.), Ghent, Belgium; Department of Veterans Affairs Medical Center (M.W.W.), Center for Imaging of Neurodegenerative Diseases, San Francisco, CA; Departments of Radiology (M.W.W.), Medicine (M.W.W.), Psychiatry (M.W.W.) and Neurology (M.W.W.), University of California, San Francisco; Department of Pathology and Laboratory Medicine (J.Q.T., L.M.S.), Institute on Aging, Center for Neurodegenerative Disease Research, University of Pennsylvania School of Medicine, Philadelphia; Department of Neurodegenerative Disease (H.Z.), UCL Institute of Neurology, London, United Kingdom; UK Dementia Research Institute (H.Z.), London; and Hong Kong Center for Neurodegenerative Diseases (H.Z.), China
| | - Nicholas J Ashton
- From the Department of Psychiatry and Neurochemistry (A.Ö., A.L.B., N.J.A., H.K., H.Z., K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal; Wallenberg Centre for Molecular and Translational Medicine (N.J.A.), University of Gothenburg, Sweden; Department of Old Age Psychiatry (N.J.A.), Institute of Psychiatry, Psychology and Neuroscience, King's College London; NIHR Biomedical Research Centre for Mental Health and Biomedical Research Unit for Dementia at South London and Maudsley NHS Foundation (N.J.A., H.Z.), London, United Kingdom; Clinical Neurochemistry Laboratory (H.K., K.B.), Sahlgrenska University Hospital, Mölndal, Sweden; Fujirebio Europe NV (M.V.), Ghent, Belgium; Department of Veterans Affairs Medical Center (M.W.W.), Center for Imaging of Neurodegenerative Diseases, San Francisco, CA; Departments of Radiology (M.W.W.), Medicine (M.W.W.), Psychiatry (M.W.W.) and Neurology (M.W.W.), University of California, San Francisco; Department of Pathology and Laboratory Medicine (J.Q.T., L.M.S.), Institute on Aging, Center for Neurodegenerative Disease Research, University of Pennsylvania School of Medicine, Philadelphia; Department of Neurodegenerative Disease (H.Z.), UCL Institute of Neurology, London, United Kingdom; UK Dementia Research Institute (H.Z.), London; and Hong Kong Center for Neurodegenerative Diseases (H.Z.), China
| | - Hlin Kvartsberg
- From the Department of Psychiatry and Neurochemistry (A.Ö., A.L.B., N.J.A., H.K., H.Z., K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal; Wallenberg Centre for Molecular and Translational Medicine (N.J.A.), University of Gothenburg, Sweden; Department of Old Age Psychiatry (N.J.A.), Institute of Psychiatry, Psychology and Neuroscience, King's College London; NIHR Biomedical Research Centre for Mental Health and Biomedical Research Unit for Dementia at South London and Maudsley NHS Foundation (N.J.A., H.Z.), London, United Kingdom; Clinical Neurochemistry Laboratory (H.K., K.B.), Sahlgrenska University Hospital, Mölndal, Sweden; Fujirebio Europe NV (M.V.), Ghent, Belgium; Department of Veterans Affairs Medical Center (M.W.W.), Center for Imaging of Neurodegenerative Diseases, San Francisco, CA; Departments of Radiology (M.W.W.), Medicine (M.W.W.), Psychiatry (M.W.W.) and Neurology (M.W.W.), University of California, San Francisco; Department of Pathology and Laboratory Medicine (J.Q.T., L.M.S.), Institute on Aging, Center for Neurodegenerative Disease Research, University of Pennsylvania School of Medicine, Philadelphia; Department of Neurodegenerative Disease (H.Z.), UCL Institute of Neurology, London, United Kingdom; UK Dementia Research Institute (H.Z.), London; and Hong Kong Center for Neurodegenerative Diseases (H.Z.), China
| | - Manu Vandijck
- From the Department of Psychiatry and Neurochemistry (A.Ö., A.L.B., N.J.A., H.K., H.Z., K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal; Wallenberg Centre for Molecular and Translational Medicine (N.J.A.), University of Gothenburg, Sweden; Department of Old Age Psychiatry (N.J.A.), Institute of Psychiatry, Psychology and Neuroscience, King's College London; NIHR Biomedical Research Centre for Mental Health and Biomedical Research Unit for Dementia at South London and Maudsley NHS Foundation (N.J.A., H.Z.), London, United Kingdom; Clinical Neurochemistry Laboratory (H.K., K.B.), Sahlgrenska University Hospital, Mölndal, Sweden; Fujirebio Europe NV (M.V.), Ghent, Belgium; Department of Veterans Affairs Medical Center (M.W.W.), Center for Imaging of Neurodegenerative Diseases, San Francisco, CA; Departments of Radiology (M.W.W.), Medicine (M.W.W.), Psychiatry (M.W.W.) and Neurology (M.W.W.), University of California, San Francisco; Department of Pathology and Laboratory Medicine (J.Q.T., L.M.S.), Institute on Aging, Center for Neurodegenerative Disease Research, University of Pennsylvania School of Medicine, Philadelphia; Department of Neurodegenerative Disease (H.Z.), UCL Institute of Neurology, London, United Kingdom; UK Dementia Research Institute (H.Z.), London; and Hong Kong Center for Neurodegenerative Diseases (H.Z.), China
| | - Michael W Weiner
- From the Department of Psychiatry and Neurochemistry (A.Ö., A.L.B., N.J.A., H.K., H.Z., K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal; Wallenberg Centre for Molecular and Translational Medicine (N.J.A.), University of Gothenburg, Sweden; Department of Old Age Psychiatry (N.J.A.), Institute of Psychiatry, Psychology and Neuroscience, King's College London; NIHR Biomedical Research Centre for Mental Health and Biomedical Research Unit for Dementia at South London and Maudsley NHS Foundation (N.J.A., H.Z.), London, United Kingdom; Clinical Neurochemistry Laboratory (H.K., K.B.), Sahlgrenska University Hospital, Mölndal, Sweden; Fujirebio Europe NV (M.V.), Ghent, Belgium; Department of Veterans Affairs Medical Center (M.W.W.), Center for Imaging of Neurodegenerative Diseases, San Francisco, CA; Departments of Radiology (M.W.W.), Medicine (M.W.W.), Psychiatry (M.W.W.) and Neurology (M.W.W.), University of California, San Francisco; Department of Pathology and Laboratory Medicine (J.Q.T., L.M.S.), Institute on Aging, Center for Neurodegenerative Disease Research, University of Pennsylvania School of Medicine, Philadelphia; Department of Neurodegenerative Disease (H.Z.), UCL Institute of Neurology, London, United Kingdom; UK Dementia Research Institute (H.Z.), London; and Hong Kong Center for Neurodegenerative Diseases (H.Z.), China
| | - John Q Trojanowski
- From the Department of Psychiatry and Neurochemistry (A.Ö., A.L.B., N.J.A., H.K., H.Z., K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal; Wallenberg Centre for Molecular and Translational Medicine (N.J.A.), University of Gothenburg, Sweden; Department of Old Age Psychiatry (N.J.A.), Institute of Psychiatry, Psychology and Neuroscience, King's College London; NIHR Biomedical Research Centre for Mental Health and Biomedical Research Unit for Dementia at South London and Maudsley NHS Foundation (N.J.A., H.Z.), London, United Kingdom; Clinical Neurochemistry Laboratory (H.K., K.B.), Sahlgrenska University Hospital, Mölndal, Sweden; Fujirebio Europe NV (M.V.), Ghent, Belgium; Department of Veterans Affairs Medical Center (M.W.W.), Center for Imaging of Neurodegenerative Diseases, San Francisco, CA; Departments of Radiology (M.W.W.), Medicine (M.W.W.), Psychiatry (M.W.W.) and Neurology (M.W.W.), University of California, San Francisco; Department of Pathology and Laboratory Medicine (J.Q.T., L.M.S.), Institute on Aging, Center for Neurodegenerative Disease Research, University of Pennsylvania School of Medicine, Philadelphia; Department of Neurodegenerative Disease (H.Z.), UCL Institute of Neurology, London, United Kingdom; UK Dementia Research Institute (H.Z.), London; and Hong Kong Center for Neurodegenerative Diseases (H.Z.), China
| | - Leslie M Shaw
- From the Department of Psychiatry and Neurochemistry (A.Ö., A.L.B., N.J.A., H.K., H.Z., K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal; Wallenberg Centre for Molecular and Translational Medicine (N.J.A.), University of Gothenburg, Sweden; Department of Old Age Psychiatry (N.J.A.), Institute of Psychiatry, Psychology and Neuroscience, King's College London; NIHR Biomedical Research Centre for Mental Health and Biomedical Research Unit for Dementia at South London and Maudsley NHS Foundation (N.J.A., H.Z.), London, United Kingdom; Clinical Neurochemistry Laboratory (H.K., K.B.), Sahlgrenska University Hospital, Mölndal, Sweden; Fujirebio Europe NV (M.V.), Ghent, Belgium; Department of Veterans Affairs Medical Center (M.W.W.), Center for Imaging of Neurodegenerative Diseases, San Francisco, CA; Departments of Radiology (M.W.W.), Medicine (M.W.W.), Psychiatry (M.W.W.) and Neurology (M.W.W.), University of California, San Francisco; Department of Pathology and Laboratory Medicine (J.Q.T., L.M.S.), Institute on Aging, Center for Neurodegenerative Disease Research, University of Pennsylvania School of Medicine, Philadelphia; Department of Neurodegenerative Disease (H.Z.), UCL Institute of Neurology, London, United Kingdom; UK Dementia Research Institute (H.Z.), London; and Hong Kong Center for Neurodegenerative Diseases (H.Z.), China
| | - Henrik Zetterberg
- From the Department of Psychiatry and Neurochemistry (A.Ö., A.L.B., N.J.A., H.K., H.Z., K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal; Wallenberg Centre for Molecular and Translational Medicine (N.J.A.), University of Gothenburg, Sweden; Department of Old Age Psychiatry (N.J.A.), Institute of Psychiatry, Psychology and Neuroscience, King's College London; NIHR Biomedical Research Centre for Mental Health and Biomedical Research Unit for Dementia at South London and Maudsley NHS Foundation (N.J.A., H.Z.), London, United Kingdom; Clinical Neurochemistry Laboratory (H.K., K.B.), Sahlgrenska University Hospital, Mölndal, Sweden; Fujirebio Europe NV (M.V.), Ghent, Belgium; Department of Veterans Affairs Medical Center (M.W.W.), Center for Imaging of Neurodegenerative Diseases, San Francisco, CA; Departments of Radiology (M.W.W.), Medicine (M.W.W.), Psychiatry (M.W.W.) and Neurology (M.W.W.), University of California, San Francisco; Department of Pathology and Laboratory Medicine (J.Q.T., L.M.S.), Institute on Aging, Center for Neurodegenerative Disease Research, University of Pennsylvania School of Medicine, Philadelphia; Department of Neurodegenerative Disease (H.Z.), UCL Institute of Neurology, London, United Kingdom; UK Dementia Research Institute (H.Z.), London; and Hong Kong Center for Neurodegenerative Diseases (H.Z.), China
| | - Kaj Blennow
- From the Department of Psychiatry and Neurochemistry (A.Ö., A.L.B., N.J.A., H.K., H.Z., K.B.), Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal; Wallenberg Centre for Molecular and Translational Medicine (N.J.A.), University of Gothenburg, Sweden; Department of Old Age Psychiatry (N.J.A.), Institute of Psychiatry, Psychology and Neuroscience, King's College London; NIHR Biomedical Research Centre for Mental Health and Biomedical Research Unit for Dementia at South London and Maudsley NHS Foundation (N.J.A., H.Z.), London, United Kingdom; Clinical Neurochemistry Laboratory (H.K., K.B.), Sahlgrenska University Hospital, Mölndal, Sweden; Fujirebio Europe NV (M.V.), Ghent, Belgium; Department of Veterans Affairs Medical Center (M.W.W.), Center for Imaging of Neurodegenerative Diseases, San Francisco, CA; Departments of Radiology (M.W.W.), Medicine (M.W.W.), Psychiatry (M.W.W.) and Neurology (M.W.W.), University of California, San Francisco; Department of Pathology and Laboratory Medicine (J.Q.T., L.M.S.), Institute on Aging, Center for Neurodegenerative Disease Research, University of Pennsylvania School of Medicine, Philadelphia; Department of Neurodegenerative Disease (H.Z.), UCL Institute of Neurology, London, United Kingdom; UK Dementia Research Institute (H.Z.), London; and Hong Kong Center for Neurodegenerative Diseases (H.Z.), China
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23
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Llano DA, Devanarayan P, Devanarayan V. CSF peptides from VGF and other markers enhance prediction of MCI to AD progression using the ATN framework. Neurobiol Aging 2023; 121:15-27. [PMID: 36368195 DOI: 10.1016/j.neurobiolaging.2022.07.015] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2022] [Revised: 07/15/2022] [Accepted: 07/23/2022] [Indexed: 12/14/2022]
Abstract
The amyloid beta, tau, neurodegenerative markers framework has been proposed to serve as a system to classify and combine biomarkers for Alzheimer's Disease (AD). Although cerebrospinal (CSF) fluid AT (amyloid beta and tau)-based biomarkers have a well-established track record to distinguish AD from control subjects and to predict conversion from mild cognitive impairment (MCI) to AD, there is not an established non-tau based neurodegenerative ("N") marker from CSF. Here, we examine the ability of several candidate peptides in the CSF to serve as "N" markers to both classify disease state and predict MCI to AD conversion. We observed that although many putative N markers involved in synaptic processing and neuroinflammation were able to, when examined in isolation, distinguish MCI converters from non-converters, a derivative from VGF, when combined with AT markers, most strongly enhanced prediction of MCI to AD conversion. Low CSF VGF levels were also predictive of MCI to dementia conversion in the setting of normal AT markers, suggesting that it may serve as a very early predictor of dementia conversion. Other markers derived from neuronal pentraxin 2, GAP-43 and a 14-3-3 protein were also able to enhance MCI to AD prediction when used as a marker of neurodegeneration, but VGF had the highest predictive capacity. Thus, we propose that low levels of VGF in CSF may serve as "N" in the amyloid beta, tau, neurodegenerative markers framework to enhance the prediction of MCI to AD conversion.
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Affiliation(s)
- Daniel A Llano
- Department of Biomedical and Translational Sciences, Carle Illinois College of Medicine, Urbana, IL, USA; Department of Molecular and Integrative Physiology, University of Illinois Urbana-Champaign, Urbana, IL, USA; Beckman Institute for Advanced Science and Technology, Urbana, IL, USA; Carle Neuroscience Institute, Urbana, IL, USA.
| | - Priya Devanarayan
- Department of Biology and Schreyer Honors College, Pennsylvania State University, University Park, PA, USA
| | - Viswanath Devanarayan
- Eisai, Inc., Nutley, NJ, USA; Department of Mathematics, Statistics and Computer Science, University of Illinois at Chicago, Chicago, IL, USA
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24
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Lee YJ, Jeong YJ, Kang EJ, Kang BS, Lee SH, Kim YJ, Kang SS, Suh SW, Ahn EH. GAP-43 closely interacts with BDNF in hippocampal neurons and is associated with Alzheimer's disease progression. Front Mol Neurosci 2023; 16:1150399. [PMID: 37143467 PMCID: PMC10152972 DOI: 10.3389/fnmol.2023.1150399] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Accepted: 02/17/2023] [Indexed: 05/06/2023] Open
Abstract
Introduction Growth-associated protein 43 (GAP-43) is known as a neuronal plasticity protein because it is widely expressed at high levels in neuronal growth cones during axonal regeneration. GAP-43 expressed in mature adult neurons is functionally important for the neuronal communication of synapses in learning and memory. Brain-derived neurotrophic factor (BDNF) is closely related to neurodegeneration and synaptic plasticity during the aging process. However, the molecular mechanisms regulating neurodegeneration and synaptic plasticity underlying the pathogenesis and progression of Alzheimer's disease (AD) still remain incompletely understood. Methods Remarkably, the expressions of GAP-43 and BDNF perfectly match in various neurons in the Human Brain Atlas database. Moreover, GAP-43 and BDNF are highly expressed in a healthy adults' hippocampus brain region and are inversely correlated with the amyloid beta (Aβ), which is the pathological peptide of amyloid plaques found in the brains of patients with AD. Results These data led us to investigate the impact of the direct molecular interaction between GAP-43 and BDNF in hippocampal neuron fate. In this study, we show that GAP-43 and BDNF are inversely associated with pathological molecules for AD (Tau and Aβ). In addition, we define the three-dimensional protein structure for GAP-43 and BDNF, including the predictive direct binding sites via analysis using ClusPro 2.0, and demonstrate that the deprivation of GAP-43 and BDNF triggers hippocampal neuronal death and memory dysfunction, employing the GAP-43 or BDNF knock-down cellular models and 5XFAD mice. Conclusion These results show that GAP-43 and BDNF are direct binding partners in hippocampal neurons and that their molecular signaling might be potential therapeutic targets for AD.
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Affiliation(s)
- Ye Ji Lee
- Department of Physiology, College of Medicine, Hallym University, Chuncheon-si, Gangwon-Do, Republic of Korea
| | - Ye Ji Jeong
- Department of Physiology, College of Medicine, Hallym University, Chuncheon-si, Gangwon-Do, Republic of Korea
| | - Eun Ji Kang
- Department of Physiology, College of Medicine, Hallym University, Chuncheon-si, Gangwon-Do, Republic of Korea
| | - Beom Seok Kang
- Department of Physiology, College of Medicine, Hallym University, Chuncheon-si, Gangwon-Do, Republic of Korea
| | - Song Hee Lee
- Department of Physiology, College of Medicine, Hallym University, Chuncheon-si, Gangwon-Do, Republic of Korea
| | - You Jin Kim
- Department of Physiology, College of Medicine, Hallym University, Chuncheon-si, Gangwon-Do, Republic of Korea
| | - Seong Su Kang
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, GA, United States
| | - Sang Won Suh
- Department of Physiology, College of Medicine, Hallym University, Chuncheon-si, Gangwon-Do, Republic of Korea
- Sang Won Suh
| | - Eun Hee Ahn
- Department of Physiology, College of Medicine, Hallym University, Chuncheon-si, Gangwon-Do, Republic of Korea
- *Correspondence: Eun Hee Ahn
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25
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Dauar MT, Labonté A, Picard C, Miron J, Rosa-Neto P, Zetterberg H, Blennow K, Villeneuve S, Poirier J. Characterization of the contactin 5 protein and its risk-associated polymorphic variant throughout the Alzheimer's disease spectrum. Alzheimers Dement 2022. [PMID: 36583624 DOI: 10.1002/alz.12868] [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: 05/24/2022] [Revised: 10/04/2022] [Accepted: 10/17/2022] [Indexed: 12/31/2022]
Abstract
INTRODUCTION We investigate the CNTN5 rs1461684 G variant and the contactin 5 protein in sporadic Alzheimer's disease (sAD). METHODS Contactin 5, sAD biomarkers, and synaptic markers were measured in the cerebrospinal fluid (CSF). Amyloid and tau deposition were assessed using positron emission tomography. Contactin 5 protein and mRNA levels were measured in brain tissue. RESULTS CSF contactin 5 increases progressively in cognitively unimpaired individuals and is decreased in mild cognitive impairment and sAD. CSF contactin 5 correlates with sAD biomarkers and with synaptic markers. The rs1461684 G variant associates with faster disease progression in cognitively unimpaired subjects. Cortical full-length and isoform 3 CNTN5 mRNAs are decreased in the presence of the G allele and as a function of Consortium to Establish a Registry for Alzheimer's Disease stages. DISCUSSION The newly identified rs1461684 G variant associates with sAD risk, rate of disease progression, and gene expression. Contactin 5 protein and mRNA are affected particularly in the early stages of the disease.
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Affiliation(s)
- Marina Tedeschi Dauar
- Douglas Mental Health University Institute, Montréal, Canada.,Centre for the Studies in the Prevention of Alzheimer's, Douglas Mental Health University Institute, Montréal, Canada.,McGill University, Montréal, Canada.,CAPES Foundation, Ministry of Education of Brazil, Brasília, Brazil
| | - Anne Labonté
- Douglas Mental Health University Institute, Montréal, Canada.,Centre for the Studies in the Prevention of Alzheimer's, Douglas Mental Health University Institute, Montréal, Canada
| | - Cynthia Picard
- Douglas Mental Health University Institute, Montréal, Canada.,Centre for the Studies in the Prevention of Alzheimer's, Douglas Mental Health University Institute, Montréal, Canada
| | - Justin Miron
- Douglas Mental Health University Institute, Montréal, Canada.,Centre for the Studies in the Prevention of Alzheimer's, Douglas Mental Health University Institute, Montréal, Canada.,McGill University, Montréal, Canada
| | - Pedro Rosa-Neto
- Douglas Mental Health University Institute, Montréal, Canada.,Centre for the Studies in the Prevention of Alzheimer's, Douglas Mental Health University Institute, Montréal, Canada.,McGill University, Montréal, Canada.,Department of Psychiatry, McGill University, Montréal, Canada
| | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.,Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden.,Department of Neurodegenerative Disease, UCL Institute of Neurology, London, UK.,UK Dementia Research Institute at UCL, London, UK.,Hong Kong Center for Neurodegenerative Diseases, Hong Kong, China
| | - Kaj Blennow
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.,Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
| | - Sylvia Villeneuve
- Douglas Mental Health University Institute, Montréal, Canada.,Centre for the Studies in the Prevention of Alzheimer's, Douglas Mental Health University Institute, Montréal, Canada.,McGill University, Montréal, Canada.,Department of Psychiatry, McGill University, Montréal, Canada
| | - Judes Poirier
- Douglas Mental Health University Institute, Montréal, Canada.,Centre for the Studies in the Prevention of Alzheimer's, Douglas Mental Health University Institute, Montréal, Canada.,McGill University, Montréal, Canada.,Department of Psychiatry, McGill University, Montréal, Canada
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26
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Association of CSF GAP-43 and APOE ε4 with Cognition in Mild Cognitive Impairment and Alzheimer's Disease. Cells 2022; 12:cells12010013. [PMID: 36611808 PMCID: PMC9818551 DOI: 10.3390/cells12010013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2022] [Revised: 12/09/2022] [Accepted: 12/14/2022] [Indexed: 12/24/2022] Open
Abstract
The growth-associated protein 43 (GAP-43) is a presynaptic phosphoprotein in cerebrospinal fluid (CSF). The ε4 allele of apolipoprotein E (APOE) is an important genetic risk factor for Alzheimer's disease (AD). We aimed to evaluate the association of CSF GAP-43 with cognition and whether this correlation was related to the APOE ε4 status. We recruited participants from the Alzheimer's Disease Neuroimaging Initiative (ADNI) database, and they were divided into cognitively normal (CN) ε4 negative (CN ε4-), CN ε4 positive (CN ε4+), mild cognitive impairment (MCI) ε4 negative (MCI ε4-), MCI ε4 positive (MCI ε4+), AD ε4 negative (AD ε4-), and AD ε4 positive (AD ε4+) groups. Spearman's correlation was utilized to evaluate the relationship between CSF GAP-43 and core AD biomarkers at the baseline. We performed receiver-operating characteristic (ROC) curve analyses to investigate the diagnostic accuracy of CSF GAP-43. The correlations between CSF GAP-43 and the Mini-Mental State Examination (MMSE) scores and brain atrophy at baseline were assessed by using multiple linear regression, while the association between CSF GAP-43 and MMSE scores at the follow-up was tested by performing the generalized estimating equation (GEE). The role of CSF GAP-43 in the conversion from MCI to AD was evaluated using the Cox proportional hazard model. We found that the CSF GAP-43 level was significantly increased in MCI ε4+, AD ε4- and AD ε4+ groups compared with CN ε4- or MCI ε4- group. The negative associations between the CSF GAP-43 and MMSE scores at the baseline and follow-up were found in MCI ε4- and MCI ε4+ groups. In addition, baseline CSF GAP-43 was able to predict the clinical progression from MCI to AD. CSF GAP-43 may be a promising biomarker to screen cognition for AD. The effects of CSF GAP-43 on cognition were suspected to be relevant to APOE ε4 status.
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27
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Lan G, Li A, Liu Z, Ma S, Guo T. Presynaptic membrane protein dysfunction occurs prior to neurodegeneration and predicts faster cognitive decline. Alzheimers Dement 2022. [DOI: 10.1002/alz.12890] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Revised: 10/28/2022] [Accepted: 11/02/2022] [Indexed: 12/13/2022]
Affiliation(s)
- Guoyu Lan
- Institute of Biomedical Engineering Shenzhen Bay Laboratory Shenzhen China
- Tsinghua Shenzhen International Graduate School (SIGS) Tsinghua University Shenzhen China
| | - Anqi Li
- Institute of Biomedical Engineering Shenzhen Bay Laboratory Shenzhen China
| | - Zhen Liu
- Institute of Biomedical Engineering Shenzhen Bay Laboratory Shenzhen China
| | - Shaohua Ma
- Tsinghua Shenzhen International Graduate School (SIGS) Tsinghua University Shenzhen China
| | - Tengfei Guo
- Institute of Biomedical Engineering Shenzhen Bay Laboratory Shenzhen China
- Institute of Biomedical Engineering Peking University Shenzhen Graduate School Shenzhen China
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28
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Lan G, Cai Y, Li A, Liu Z, Ma S, Guo T. Association of Presynaptic Loss with Alzheimer's Disease and Cognitive Decline. Ann Neurol 2022; 92:1001-1015. [PMID: 36056679 DOI: 10.1002/ana.26492] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Revised: 08/22/2022] [Accepted: 08/24/2022] [Indexed: 12/29/2022]
Abstract
OBJECTIVE Increased presynaptic dysfunction measured by cerebrospinal fluid (CSF) growth-associated protein-43 (GAP43) may be observed in Alzheimer's disease (AD), but how CSF GAP43 increases relate to AD-core pathologies, neurodegeneration, and cognitive decline in AD requires further investigation. METHODS We analyzed 731 older adults with baseline β-amyloid (Aβ) positron emission tomography (PET), CSF GAP43, CSF phosphorylated tau181 (p-Tau181 ), and 18 F-fluorodeoxyglucose PET, and longitudinal residual hippocampal volume and cognitive assessments. Among them, 377 individuals had longitudinal 18 F-fluorodeoxyglucose PET, and 326 individuals had simultaneous longitudinal CSF GAP43, Aβ PET, and CSF p-Tau181 data. We compared baseline and slopes of CSF GAP43 among different stages of AD, as well as their associations with Aβ PET, CSF p-Tau181 , residual hippocampal volume, 18 F-fluorodeoxyglucose PET, and cognition cross-sectionally and longitudinally. RESULTS Regardless of Aβ positivity and clinical diagnosis, CSF p-Tau181 -positive individuals showed higher CSF GAP43 concentrations (p < 0.001) and faster rates of CSF GAP43 increases (p < 0.001) compared with the CSF p-Tau181 -negative individuals. Moreover, higher CSF GAP43 concentrations and faster rates of CSF GAP43 increases were strongly related to CSF p-Tau181 independent of Aβ PET. They were related to more rapid hippocampal atrophy, hypometabolism, and cognitive decline (p < 0.001), and predicted the progression from MCI to dementia (area under the curve for baseline 0.704; area under the curve for slope 0.717) over a median 4 years of follow up. INTERPRETATION Tau aggregations rather than Aβ plaques primarily drive presynaptic dysfunction measured by CSF GAP43, which may lead to sequential neurodegeneration and cognitive impairment in AD or neurodegenerative diseases. ANN NEUROL 2022;92:1001-1015.
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Affiliation(s)
- Guoyu Lan
- Institute of Biomedical Engineering, Shenzhen Bay Laboratory, Shenzhen, China.,Tsinghua Shenzhen International Graduate School (SIGS), Tsinghua University, Shenzhen, China
| | - Yue Cai
- Institute of Biomedical Engineering, Shenzhen Bay Laboratory, Shenzhen, China.,Tsinghua Shenzhen International Graduate School (SIGS), Tsinghua University, Shenzhen, China
| | - Anqi Li
- Institute of Biomedical Engineering, Shenzhen Bay Laboratory, Shenzhen, China
| | - Zhen Liu
- Institute of Biomedical Engineering, Shenzhen Bay Laboratory, Shenzhen, China
| | - Shaohua Ma
- Tsinghua Shenzhen International Graduate School (SIGS), Tsinghua University, Shenzhen, China
| | - Tengfei Guo
- Institute of Biomedical Engineering, Shenzhen Bay Laboratory, Shenzhen, China.,Institute of Biomedical Engineering, Peking University Shenzhen Graduate School, Shenzhen, China
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29
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Abstract
Alzheimer's disease (AD) characterization has progressed from being indexed using clinical symptomatology followed by neuropathological examination at autopsy to in vivo signatures using cerebrospinal fluid (CSF) biomarkers and positron emission tomography. The core AD biomarkers reflect amyloid-β plaques (A), tau pathology (T) and neurodegeneration (N), following the ATN schedule, and are now being introduced into clinical routine practice. This is an important development, as disease-modifying treatments are now emerging. Further, there are now reproducible data on CSF biomarkers which reflect synaptic pathology, neuroinflammation and common co-pathologies. In addition, the development of ultrasensitive techniques has enabled the core CSF biomarkers of AD pathophysiology to be translated to blood (e.g., phosphorylated tau, amyloid-β and neurofilament light). In this chapter, we review where we stand with both core and novel CSF biomarkers, as well as the explosion of data on blood biomarkers. Also, we discuss potential applications in research aiming to better understand the disease, as well as possible use in routine clinical practice and therapeutic trials.
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Affiliation(s)
- Joel Simrén
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden; Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Gothenburg, Sweden.
| | - Anders Elmgren
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Kaj Blennow
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden; Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden; Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Gothenburg, Sweden; Department of Neurodegenerative Disease, Institute of Neurology, University College London, London, United Kingdom; UK Dementia Research Institute, University College London, London, United Kingdom; Hong Kong Center for Neurodegenerative Diseases, Hong Kong, China
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30
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Saunders TS, Gadd DA, Spires‐Jones TL, King D, Ritchie C, Muniz‐Terrera G. Associations between cerebrospinal fluid markers and cognition in ageing and dementia: A systematic review. Eur J Neurosci 2022; 56:5650-5713. [PMID: 35338546 PMCID: PMC9790745 DOI: 10.1111/ejn.15656] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 03/08/2022] [Accepted: 03/13/2022] [Indexed: 12/30/2022]
Abstract
A biomarker associated with cognition in neurodegenerative dementias would aid in the early detection of disease progression, complement clinical staging and act as a surrogate endpoint in clinical trials. The current systematic review evaluates the association between cerebrospinal fluid protein markers of synapse loss and neuronal injury and cognition. We performed a systematic search which revealed 67 studies reporting an association between cerebrospinal fluid markers of interest and neuropsychological performance. Despite the substantial heterogeneity between studies, we found some evidence for an association between neurofilament-light and worse cognition in Alzheimer's diseases, frontotemporal dementia and typical cognitive ageing. Moreover, there was an association between cerebrospinal fluid neurogranin and cognition in those with an Alzheimer's-like cerebrospinal fluid biomarker profile. Some evidence was found for cerebrospinal fluid neuronal pentraxin-2 as a correlate of cognition across dementia syndromes. Due to the substantial heterogeneity of the field, no firm conclusions can be drawn from this review. Future research should focus on improving standardization and reporting as well as establishing the importance of novel markers such as neuronal pentraxin-2 and whether such markers can predict longitudinal cognitive decline.
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Affiliation(s)
- Tyler S. Saunders
- UK Dementia Research InstituteThe University of EdinburghEdinburghUK,Center for Discovery Brain SciencesThe University of EdinburghEdinburghUK,Center for Clinical Brain SciencesThe University of EdinburghEdinburghUK,Center for Dementia PreventionThe University of EdinburghEdinburghUK
| | - Danni A. Gadd
- Center for Genomic and Experimental Medicine, Institute of Genetics and Molecular MedicineUniversity of EdinburghEdinburghUK
| | - Tara L. Spires‐Jones
- UK Dementia Research InstituteThe University of EdinburghEdinburghUK,Center for Discovery Brain SciencesThe University of EdinburghEdinburghUK
| | - Declan King
- UK Dementia Research InstituteThe University of EdinburghEdinburghUK,Center for Discovery Brain SciencesThe University of EdinburghEdinburghUK
| | - Craig Ritchie
- Center for Clinical Brain SciencesThe University of EdinburghEdinburghUK,Center for Dementia PreventionThe University of EdinburghEdinburghUK
| | - Graciela Muniz‐Terrera
- Center for Clinical Brain SciencesThe University of EdinburghEdinburghUK,Center for Dementia PreventionThe University of EdinburghEdinburghUK
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31
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Qiang Q, Skudder-Hill L, Toyota T, Wei W, Adachi H. CSF GAP-43 as a biomarker of synaptic dysfunction is associated with tau pathology in Alzheimer's disease. Sci Rep 2022; 12:17392. [PMID: 36253408 PMCID: PMC9576773 DOI: 10.1038/s41598-022-20324-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Accepted: 09/12/2022] [Indexed: 01/10/2023] Open
Abstract
To test whether cerebrospinal fluid (CSF) growth-associated protein 43 (GAP-43) concentration is elevated in Alzheimer's disease (AD) dementia and its associations with other hallmarks of AD, we examined the CSF GAP-43 measurements of 787 participants (245 cognitively normal (CN), 415 individuals with mild cognitive impairment (MCI) and 127 individuals with AD dementia) from the Alzheimer's Disease Neuroimaging Initiative (ADNI) study. Associations were investigated between CSF GAP-43 and clinical diagnosis, Aβ/tau/neurodegeneration (AT(N)) status, CSF and blood biomarkers of AD, cognitive measurements and brain neuroimaging findings. CSF GAP-43 levels were increased in patients with AD dementia (mean, 6331.05 pg/ml) compared with the CN (mean, 5001.05 pg/ml) and MCI (mean, 5118.8 pg/ml) (P < 0.001) groups. CSF GAP-43 correlated with CSF phosphorylated tau 181(p-tau) (r = 0.768, P < 0.001), and had high diagnostic accuracy in differentiating tau positive status vs. tau negative status (area under the receiver operating characteristic curve, 0.8606). CSF GAP-43 was particularly elevated among individuals with tau positive status. High CSF GAP-43 was associated with longitudinal deterioration of cognitive scores and brain neuroimaging findings. CSF GAP-43 was associated with a clinical diagnosis of AD dementia and with an individual's tau status, cognitive measurements and findings from neuroimaging. This study implies that CSF GAP-43 as a biomarker of synaptic dysfunction could predict the disease progression of AD patients.
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Affiliation(s)
- Qiang Qiang
- grid.8547.e0000 0001 0125 2443Department of Neurology, Cognitive Disorders Center, Huadong Hospital, Fudan University, Shanghai, China ,grid.271052.30000 0004 0374 5913Department of Neurology, University of Occupational and Environmental Health School of Medicine, Kitakyushu, Japan
| | - Loren Skudder-Hill
- grid.12527.330000 0001 0662 3178Yuquan Hospital, Tsinghua University School of Clinical Medicine, Beijing, China
| | - Tomoko Toyota
- grid.271052.30000 0004 0374 5913Department of Neurology, University of Occupational and Environmental Health School of Medicine, Kitakyushu, Japan
| | - Wenshi Wei
- grid.8547.e0000 0001 0125 2443Department of Neurology, Cognitive Disorders Center, Huadong Hospital, Fudan University, Shanghai, China
| | - Hiroaki Adachi
- grid.271052.30000 0004 0374 5913Department of Neurology, University of Occupational and Environmental Health School of Medicine, Kitakyushu, Japan
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32
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Tian Y, Li D, Wang D, Zhu T, Xia M, Jiang W. Decreased Hemodynamic Responses in Left Parietal Lobule and Left Inferior Parietal Lobule in Older Adults with Mild Cognitive Impairment: A Near-Infrared Spectroscopy Study. J Alzheimers Dis 2022; 90:1163-1175. [DOI: 10.3233/jad-220691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Background: The brain activation patterns of mild cognitive impairment (MCI) are still unclear and they involve multiple brain regions. Most previous studies have focused on abnormal activation in the frontal and temporal lobes, with few investigating the entire brain. Objective: To identify and compare the changes in cerebral hemodynamics and abnormal activation patterns in the entire brain of MCI patients and healthy older adults. Methods: Patients with MCI (n = 22) and healthy controls (HC, n = 34) matched by age, education levels, sex, and mental state were enrolled. They performed the same letter and category verbal fluency test (VFT) tasks while their behavioral performance and global cerebral hemodynamics were analyzed. Results: The performance during the category VFT task was significantly better than that during the letter VFT task across all participants (HC: correct: p < 0.001; intrusions: p < 0.001; MCI: correct: p < 0.001; intrusions: p < 0.001). The number of correct words during the letter and category VFT tasks was significantly higher in the HC group than in the MCI group (p < 0.001). The deoxygenated-hemoglobin (HbR) concentrations in the left parietal lobule (p = 0.0352) and left inferior parietal lobule (p = 0.0314) were significantly different during the category VFT task. Conclusion: The differences between HC and MCI groups were greater in the category task. The HbR concentration was more sensitive for the category VFT task and concentration changes in the left parietal lobule and left inferior parietal lobule may be useful for clinical screening and application; thus, they deserve more attention.
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Affiliation(s)
- Yizhu Tian
- Key Laboratory of Biomechanics and Mechanobiology, Ministry of Education, Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China
| | - Deyu Li
- Key Laboratory of Biomechanics and Mechanobiology, Ministry of Education, Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China
- State Key Laboratory of Virtual Reality Technology and System, Beihang University, Beijing, China
| | - Daifa Wang
- Key Laboratory of Biomechanics and Mechanobiology, Ministry of Education, Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China
| | - Ting Zhu
- Key Laboratory of Biomechanics and Mechanobiology, Ministry of Education, Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China
| | - Meiyun Xia
- State Key Laboratory of Virtual Reality Technology and System, Beihang University, Beijing, China
- School of Mechanical Engineering and Automation, Beihang University, Beijing, China
| | - Wenyu Jiang
- Department of Neurological Rehabilitation, Guangxi Jiangbin Hospital, Nanning, China
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33
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Oeckl P, Anderl-Straub S, Danek A, Diehl-Schmid J, Fassbender K, Fliessbach K, Halbgebauer S, Huppertz HJ, Jahn H, Kassubek J, Kornhuber J, Landwehrmeyer B, Lauer M, Prudlo J, Schneider A, Schroeter ML, Steinacker P, Volk AE, Wagner M, Winkelmann J, Wiltfang J, Ludolph AC, Otto M. Relationship of serum beta-synuclein with blood biomarkers and brain atrophy. Alzheimers Dement 2022; 19:1358-1371. [PMID: 36129098 DOI: 10.1002/alz.12790] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Revised: 07/21/2022] [Accepted: 08/09/2022] [Indexed: 11/07/2022]
Abstract
BACKGROUND Recent data support beta-synuclein as a blood biomarker to study synaptic degeneration in Alzheimer's disease (AD). METHODS We provide a detailed comparison of serum beta-synuclein immunoprecipitation - mass spectrometry (IP-MS) with the established blood markers phosphorylated tau 181 (p-tau181) (Simoa) and neurofilament light (NfL) (Ella) in the German FTLD consortium cohort (n = 374) and its relation to brain atrophy (magnetic resonance imaging) and cognitive scores. RESULTS Serum beta-synuclein was increased in AD but not in frontotemporal lobar degeneration (FTLD) syndromes. Beta-synuclein correlated with atrophy in temporal brain structures and was associated with cognitive impairment. Serum p-tau181 showed the most specific changes in AD but the lowest correlation with structural alterations. NfL was elevated in all diseases and correlated with frontal and temporal brain atrophy. DISCUSSION Serum beta-synuclein changes differ from those of NfL and p-tau181 and are strongly related to AD, most likely reflecting temporal synaptic degeneration. Beta-synuclein can complement the existing panel of blood markers, thereby providing information on synaptic alterations. HIGHLIGHTS Blood beta-synuclein is increased in Alzheimer's disease (AD) but not in frontotemporal lobar degeneration (FTLD) syndromes. Blood beta-synuclein correlates with temporal brain atrophy in AD. Blood beta-synuclein correlates with cognitive impairment in AD. The pattern of blood beta-synuclein changes in the investigated diseases is different to phosphorylated tau 181 (p-tau181) and neurofilament light (NfL).
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Affiliation(s)
- Patrick Oeckl
- Department of Neurology, Ulm University Hospital, Ulm, Germany.,German Center for Neurodegenerative Diseases (DZNE e.V.), Ulm, Germany
| | | | - Adrian Danek
- Department of Neurology, Ludwig-Maximilians-University Munich, Germany
| | | | | | - Klaus Fliessbach
- Department of Neurodegenerative Diseases and Geriatric Psychiatry, University of Bonn and DZNE Bonn, Bonn, Germany
| | | | | | - Holger Jahn
- Department of Psychiatry, University Hospital Hamburg, Germany
| | - Jan Kassubek
- Department of Neurology, Ulm University Hospital, Ulm, Germany.,German Center for Neurodegenerative Diseases (DZNE e.V.), Ulm, Germany
| | - Johannes Kornhuber
- Department of Psychiatry, Friedrich-Alexander University Erlangen-Nuremberg, Erlangen, Germany
| | | | - Martin Lauer
- Department of Psychiatry and Psychotherapy, University of Würzburg, Würzburg, Germany
| | - Johannes Prudlo
- Department of Neurology, University of Rostock, and German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany
| | - Anja Schneider
- Department of Neurodegenerative Diseases and Geriatric Psychiatry, University of Bonn and DZNE Bonn, Bonn, Germany
| | - Matthias L Schroeter
- Clinic for Cognitive Neurology, University Clinic Leipzig, and Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | | | - Alexander E Volk
- Institute for Human Genetics, University Hospital Hamburg Eppendorf, Hamburg, Germany
| | - Matias Wagner
- Institut für Neurogenomik, Helmholtz Zentrum München, Deutsches Forschungszentrum für Gesundheit und Umwelt (GmbH), Neuherberg, Germany
| | - Juliane Winkelmann
- Institut für Neurogenomik, Helmholtz Zentrum München, Deutsches Forschungszentrum für Gesundheit und Umwelt (GmbH), Neuherberg, Germany
| | - Jens Wiltfang
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, and DZNE, Goettingen, Germany
| | - Albert C Ludolph
- Department of Neurology, Ulm University Hospital, Ulm, Germany.,German Center for Neurodegenerative Diseases (DZNE e.V.), Ulm, Germany
| | - Markus Otto
- Department of Neurology, Ulm University Hospital, Ulm, Germany.,Department of Neurology, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany
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34
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Yan X, He W, Pan S. Amphetamine-induced neurite injury in PC12 cells through inhibiting GAP-43 pathway. Neurotoxicology 2022; 93:103-111. [PMID: 36150536 DOI: 10.1016/j.neuro.2022.09.004] [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: 02/10/2022] [Revised: 09/17/2022] [Accepted: 09/18/2022] [Indexed: 10/14/2022]
Abstract
Amphetamine (AMPH) causes the degeneration of dopamine terminals in the central nervous system. The mechanisms for this damage are unclear. We found AMPH reduced level of GAP-43 in the striatum of rats that receives rich dopaminergic terminals. Using PC12 cells as dopaminergic neuronal models, we further found that AMPH inhibited GAP-43 and GAP-43 phosphorylation in PC12 cells. The reduced GAP-43 was correlated with neurite injury of PC12 cells. The PKCβ1, an upstream molecule of GAP-43, was also inhibited by AMPH. Phorbol 12-myristate 13-acetate (PMA) as a specific activator of PKC increased levels of PKCβ1 and GAP-43, and efficiently prevented neurite degeneration of PC12 cells induced by AMPH. On the other side, enzastuarin, an inhibitor of PKC, decreased levels of PKCβ1 and GAP-43, and caused neurite injury of PC12 cells. Together, our results suggest that AMPH induces neurite injury in PC12 cells through inhibiting PKCβ1/GAP-43 pathway.
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Affiliation(s)
- Xinyu Yan
- Department of Anatomy, Medical College of Jinan University, Guangzhou, Guangdong Province, China; Department of Ultrasound, Yangxin People's Hospital, Yangxin, Hubei Province, China
| | - Wenji He
- Department of Anatomy, Medical College of Jinan University, Guangzhou, Guangdong Province, China; Department of Anatomy, Gannan Medical University, Ganzhou, Jiangxi Province, China
| | - Sanqiang Pan
- Department of Anatomy, Medical College of Jinan University, Guangzhou, Guangdong Province, China.
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35
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Halbgebauer S, Steinacker P, Hengge S, Oeckl P, Abu Rumeileh S, Anderl-Straub S, Lombardi J, Von Arnim CAF, Giese A, Ludolph AC, Otto M. CSF levels of SNAP-25 are increased early in Creutzfeldt-Jakob and Alzheimer's disease. J Neurol Neurosurg Psychiatry 2022; 93:jnnp-2021-328646. [PMID: 35995553 DOI: 10.1136/jnnp-2021-328646] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Accepted: 02/22/2022] [Indexed: 01/15/2023]
Abstract
BACKGROUND Synaptosomal-associated protein 25 (SNAP-25) in cerebrospinal fluid (CSF) is an emerging synaptic biomarker for the early diagnosis of Alzheimer's disease (AD). However, comprehensive studies investigating the marker in Creutzfeldt-Jakob disease (CJD) and in the differential diagnosis of neurodegenerative diseases are still lacking. METHODS We developed a novel, sensitive ELISA for the measurement of SNAP-25 in CSF. In total, we analysed 316 patients from 6 diagnostic groups comprising patients with AD (n=96), CJD (n=55), Parkinson's disease spectrum (n=41), frontotemporal lobar degeneration (n=25) and amyotrophic lateral sclerosis (n=24) and non-neurodegenerative control patients (n=75). Using receiver operating characteristic curve analysis, we analysed the differential diagnostic potential and compared the results with core AD biomarkers. RESULTS SNAP-25 CSF concentrations were elevated in AD and CJD (p<0.0001) but not in the other neurodegenerative diseases. Increased levels were observed already at early AD and CJD stages (p<0.0001). In CJD, SNAP-25 levels correlated negatively with survival time (r=-0.33 (95% CI -0.57 to -0.04, p=0.02). For the discrimination of AD from all other diseases except CJD, we observed a good diagnostic performance for CSF SNAP-25 (area under the curve (AUC) 0.85) which was further improved by applying the ratio with CSF amyloid-β 1-42 (AUC 0.95). For CJD, we could demonstrate a strong differential diagnostic potential against all other groups including AD (AUC 0.97). CONCLUSION Using the novel established CSF SNAP-25 ELISA, we here demonstrate the applicability of SNAP-25 as an early synaptic biomarker for both AD and CJD with a possible prognostic value in patients with CJD.
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Affiliation(s)
| | - Petra Steinacker
- Department of Neurology, University of Ulm, Ulm, Germany
- Neurology, Martin-Luther-Universitat Halle-Wittenberg, Halle, Germany
| | - Sophie Hengge
- Department of Neurology, University of Ulm, Ulm, Germany
| | - Patrick Oeckl
- Department of Neurology, University of Ulm, Ulm, Germany
- German Center for Neurodegenerative Diseases, Ulm, Germany
| | - Samir Abu Rumeileh
- Department of Neurology, University of Ulm, Ulm, Germany
- Neurology, Martin-Luther-Universitat Halle-Wittenberg, Halle, Germany
| | | | | | - Christine A F Von Arnim
- Department of Neurology, University of Ulm, Ulm, Germany
- Department of Geriatrics, University Medical Center Göttingen, Goettingen, Germany
| | - Armin Giese
- Center for Neuropathology and Prion Research, Ludwig-Maximilians-University, Munich, Germany
| | - Albert C Ludolph
- Department of Neurology, University of Ulm, Ulm, Germany
- German Center for Neurodegenerative Diseases, Ulm, Germany
| | - Markus Otto
- Department of Neurology, University of Ulm, Ulm, Germany
- Neurology, Martin-Luther-Universitat Halle-Wittenberg, Halle, Germany
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36
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Cerebrospinal fluid growth-associated protein 43 levels in patients with progressive and stable mild cognitive impairment. Aging Clin Exp Res 2022; 34:2399-2406. [DOI: 10.1007/s40520-022-02202-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Accepted: 07/17/2022] [Indexed: 11/25/2022]
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37
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Delvenne A, Gobom J, Tijms B, Bos I, Reus LM, Dobricic V, Kate MT, Verhey F, Ramakers I, Scheltens P, Teunissen CE, Vandenberghe R, Schaeverbeke J, Gabel S, Popp J, Peyratout G, Martinez-Lage P, Tainta M, Tsolaki M, Freund-Levi Y, Lovestone S, Streffer J, Barkhof F, Bertram L, Blennow K, Zetterberg H, Visser PJ, Vos SJB. Cerebrospinal fluid proteomic profiling of individuals with mild cognitive impairment and suspected non-Alzheimer's disease pathophysiology. Alzheimers Dement 2022; 19:807-820. [PMID: 35698882 DOI: 10.1002/alz.12713] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Revised: 04/06/2022] [Accepted: 05/12/2022] [Indexed: 11/09/2022]
Abstract
BACKGROUND Suspected non-Alzheimer's disease pathophysiology (SNAP) is a biomarker concept that encompasses individuals with neuronal injury but without amyloidosis. We aim to investigate the pathophysiology of SNAP, defined as abnormal tau without amyloidosis, in individuals with mild cognitive impairment (MCI) by cerebrospinal fluid (CSF) proteomics. METHODS Individuals were classified based on CSF amyloid beta (Aβ)1-42 (A) and phosphorylated tau (T), as cognitively normal A-T- (CN), MCI A-T+ (MCI-SNAP), and MCI A+T+ (MCI-AD). Proteomics analyses, Gene Ontology (GO), brain cell expression, and gene expression analyses in brain regions of interest were performed. RESULTS A total of 96 proteins were decreased in MCI-SNAP compared to CN and MCI-AD. These proteins were enriched for extracellular matrix (ECM), hemostasis, immune system, protein processing/degradation, lipids, and synapse. Fifty-one percent were enriched for expression in the choroid plexus. CONCLUSION The pathophysiology of MCI-SNAP (A-T+) is distinct from that of MCI-AD. Our findings highlight the need for a different treatment in MCI-SNAP compared to MCI-AD.
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Affiliation(s)
- Aurore Delvenne
- Department of Psychiatry and Neuropsychology, Alzheimer Centrum Limburg, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
| | - Johan Gobom
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
| | - Betty Tijms
- Alzheimer Center Amsterdam, Department of Neurology, Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam UMC, the Netherlands
| | - Isabelle Bos
- Department of Psychiatry and Neuropsychology, Alzheimer Centrum Limburg, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
- Alzheimer Center Amsterdam, Department of Neurology, Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam UMC, the Netherlands
| | - Lianne M Reus
- Alzheimer Center Amsterdam, Department of Neurology, Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam UMC, the Netherlands
| | - Valerija Dobricic
- Lübeck Interdisciplinary Platform for Genome Analytics, University of Lübeck, Lübeck, Germany
| | - Mara Ten Kate
- Alzheimer Center Amsterdam, Department of Neurology, Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam UMC, the Netherlands
- Department of Radiology and Nuclear Medicine, Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam UMC, Amsterdam, the Netherlands
| | - Frans Verhey
- Department of Psychiatry and Neuropsychology, Alzheimer Centrum Limburg, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
| | - Inez Ramakers
- Department of Psychiatry and Neuropsychology, Alzheimer Centrum Limburg, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
| | - Philip Scheltens
- Alzheimer Center Amsterdam, Department of Neurology, Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam UMC, the Netherlands
| | - Charlotte E Teunissen
- Neurochemistry Laboratory, Department of Clinical Chemistry, Amsterdam University Medical Centers (AUMC), Amsterdam Neuroscience, the Netherlands
| | - Rik Vandenberghe
- Neurology Service, University Hospitals Leuven, Leuven, Belgium
- Laboratory for Cognitive Neurology, Department of Neurosciences, KU Leuven, Leuven, Belgium
| | - Jolien Schaeverbeke
- Neurology Service, University Hospitals Leuven, Leuven, Belgium
- Laboratory for Cognitive Neurology, Department of Neurosciences, KU Leuven, Leuven, Belgium
| | - Silvy Gabel
- Neurology Service, University Hospitals Leuven, Leuven, Belgium
- Laboratory for Cognitive Neurology, Department of Neurosciences, KU Leuven, Leuven, Belgium
| | - Julius Popp
- Old Age Psychiatry, University Hospital Lausanne, Lausanne, Switzerland
- Department of Geriatric Psychiatry, Psychiatry University Hospital Zürich, Zürich, Switzerland
| | | | | | - Mikel Tainta
- Fundación CITA-Alzhéimer Fundazioa, San Sebastian, Spain
| | - Magda Tsolaki
- 1st Department of Neurology, AHEPA University Hospital, Medical School, Faculty of Health Sciences, Aristotle University of Thessaloniki, Makedonia, Thessaloniki, Greece
| | - Yvonne Freund-Levi
- Department of Neurobiology, Caring Sciences and Society (NVS), Division of Clinical Geriatrics, Karolinska Institutet, Stockholm, Sweden
- Department of Psychiatry in Region Örebro County and School of Medical Sciences, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
- Department of Old Age Psychiatry, Psychology & Neuroscience, King's College, London, UK
| | - Simon Lovestone
- University of Oxford, Oxford, United Kingdom (currently at Johnson and Johnson Medical Ltd.), London, UK
| | - Johannes Streffer
- Institute Born-Bunge, Reference Center for Biological Markers of Dementia (BIODEM), Institute Born-Bunge, University of Antwerp, Belgium
- UCB Biopharma SPRL, Brain-l'Alleud, Belgium
| | - Frederik Barkhof
- Department of Radiology and Nuclear Medicine, Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam UMC, Amsterdam, the Netherlands
- Institutes of Neurology & Healthcare Engineering, UCL London, London, UK
| | - Lars Bertram
- Lübeck Interdisciplinary Platform for Genome Analytics, University of Lübeck, Lübeck, Germany
- Center for Lifespan Changes in Brain and Cognition, Department of Psychology, University of Oslo, Oslo, Norway
| | - Kaj Blennow
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
| | - Henrik Zetterberg
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
- Department of Neurodegenerative Disease, UCL Institute of Neurology, London, UK
- UK Dementia Research Institute at UCL, London, UK
| | - Pieter Jelle Visser
- Department of Psychiatry and Neuropsychology, Alzheimer Centrum Limburg, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
- Alzheimer Center Amsterdam, Department of Neurology, Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam UMC, the Netherlands
- Department of Neurobiology, Care Sciences and Society, Division of Neurogeriatrics, Karolinska Institutet, Stockholm, Sweden
| | - Stephanie J B Vos
- Department of Psychiatry and Neuropsychology, Alzheimer Centrum Limburg, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
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Nilsson J, Ashton NJ, Benedet AL, Montoliu-Gaya L, Gobom J, Pascoal TA, Chamoun M, Portelius E, Jeromin A, Mendes M, Zetterberg H, Rosa-Neto P, Brinkmalm A, Blennow K. Quantification of SNAP-25 with mass spectrometry and Simoa: a method comparison in Alzheimer's disease. Alzheimers Res Ther 2022; 14:78. [PMID: 35659284 PMCID: PMC9166380 DOI: 10.1186/s13195-022-01021-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2022] [Accepted: 05/16/2022] [Indexed: 11/24/2022]
Abstract
BACKGROUND Synaptic dysfunction and degeneration are central to Alzheimer's disease (AD) and have been found to correlate strongly with cognitive decline. Thus, studying cerebrospinal fluid (CSF) biomarkers reflecting synaptic degeneration, such as the presynaptic protein synaptosomal-associated protein 25 (SNAP-25), is of importance to better understand the AD pathophysiology. METHODS We compared a newly developed Single molecule array (Simoa) immunoassay for SNAP-25 with an in-house immunoprecipitation mass spectrometry (IP-MS) method in a well-characterized clinical cohort (n = 70) consisting of cognitively unimpaired (CU) and cognitively impaired (CI) individuals with and without Aβ pathology (Aβ+ and Aβ-). RESULTS A strong correlation (Spearman's rank correlation coefficient (rs) > 0.88; p < 0.0001) was found between the Simoa and IP-MS methods, and no statistically significant difference was found for their clinical performance to identify AD pathophysiology in the form of Aβ pathology. Increased CSF SNAP-25 levels in CI Aβ+ compared with CU Aβ- (Simoa, p ≤ 0.01; IP-MS, p ≤ 0.05) and CI Aβ- (Simoa, p ≤ 0.01; IP-MS, p ≤ 0.05) were observed. In independent blood samples (n = 32), the Simoa SNAP-25 assay was found to lack analytical sensitivity for quantification of SNAP-25 in plasma. CONCLUSIONS These results indicate that the Simoa SNAP-25 method can be used interchangeably with the IP-MS method for the quantification of SNAP-25 in CSF. Additionally, these results confirm that CSF SNAP-25 is increased in relation to amyloid pathology in the AD continuum.
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Affiliation(s)
- Johanna Nilsson
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, SE-43180 Mölndal, Gothenburg, Sweden.
| | - Nicholas J Ashton
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, SE-43180 Mölndal, Gothenburg, Sweden
- Wallenberg Centre for Molecular and Translational Medicine, University of Gothenburg, Gothenburg, Sweden
- Department of Old Age Psychiatry, Maurice Wohl Clinical Neuroscience Institute, King's College London, London, UK
- NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London & Maudsley NHS Foundation, London, UK
| | - Andrea L Benedet
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, SE-43180 Mölndal, Gothenburg, Sweden
- Translational Neuroimaging Laboratory, McGill University Research Centre for Studies in Aging, Alzheimer's Disease Research Unit, Douglas Research Institute, Le Centre intégré universitaire de santé et de services sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal, Montreal, Canada
- Department of Neurology and Neurosurgery, Psychiatry and Pharmacology and Therapeutics, McGill University, Montréal, Canada
| | - Laia Montoliu-Gaya
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, SE-43180 Mölndal, Gothenburg, Sweden
| | - Johan Gobom
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, SE-43180 Mölndal, Gothenburg, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, SE-43180, Mölndal, Sweden
| | - Tharick A Pascoal
- Translational Neuroimaging Laboratory, McGill University Research Centre for Studies in Aging, Alzheimer's Disease Research Unit, Douglas Research Institute, Le Centre intégré universitaire de santé et de services sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal, Montreal, Canada
- Department of Neurology and Neurosurgery, Psychiatry and Pharmacology and Therapeutics, McGill University, Montréal, Canada
| | - Mira Chamoun
- Translational Neuroimaging Laboratory, McGill University Research Centre for Studies in Aging, Alzheimer's Disease Research Unit, Douglas Research Institute, Le Centre intégré universitaire de santé et de services sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal, Montreal, Canada
- Department of Neurology and Neurosurgery, Psychiatry and Pharmacology and Therapeutics, McGill University, Montréal, Canada
| | - Erik Portelius
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, SE-43180, Mölndal, Sweden
| | | | | | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, SE-43180 Mölndal, Gothenburg, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, SE-43180, Mölndal, Sweden
- UK Dementia Research Institute at UCL, London, UK
- Department of Neurodegenerative Disease, UCL Institute of Neurology, London, UK
- Hong Kong Center for Neurodegenerative Diseases, Hong Kong, China
| | - Pedro Rosa-Neto
- Translational Neuroimaging Laboratory, McGill University Research Centre for Studies in Aging, Alzheimer's Disease Research Unit, Douglas Research Institute, Le Centre intégré universitaire de santé et de services sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal, Montreal, Canada
- Department of Neurology and Neurosurgery, Psychiatry and Pharmacology and Therapeutics, McGill University, Montréal, Canada
- Montreal Neurological Institute, Montréal, QC, Canada
| | - Ann Brinkmalm
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, SE-43180 Mölndal, Gothenburg, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, SE-43180, Mölndal, Sweden
| | - Kaj Blennow
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, SE-43180 Mölndal, Gothenburg, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, SE-43180, Mölndal, Sweden
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Hawksworth J, Fernández E, Gevaert K. A new generation of AD biomarkers: 2019 to 2021. Ageing Res Rev 2022; 79:101654. [PMID: 35636691 DOI: 10.1016/j.arr.2022.101654] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Revised: 05/17/2022] [Accepted: 05/25/2022] [Indexed: 12/14/2022]
Abstract
Alzheimer's disease (AD) is the most common form of dementia and cases are rising worldwide. The effort to fight this disease is hampered by a lack of disease-modifying treatments and the absence of an early, accurate diagnostic tool. Neuropathology begins years or decades before symptoms occur and, upon onset of symptoms, diagnosis can take a year or more. Such delays postpone treatment and make research into the early stages of the disease difficult. Ideally, clinicians require a minimally invasive test that can detect AD in its early stages, before cognitive symptoms occur. Advances in proteomic technologies have facilitated the study of promising biomarkers of AD. Over the last two years (2019-2021) studies have identified and validated many species which can be measured in cerebrospinal fluid (CSF), plasma, or in both fluids, and which have a high predictive value for AD. We herein discuss proteins which have been highlighted as promising biomarkers of AD in the last two years, and consider implications for future research within the research framework of the amyloid (A), tau (T), neurodegeneration (N) scoring system. We review recently identified species of amyloid and tau which may improve diagnosis when used in combination with current measures such as amyloid-beta-42 (Aβ42), total tau (t-tau) and phosphorylated tau (p-tau). In addition, several proteins have been identified as likely proxies for neurodegeneration, including neurofilament light (NfL), synaptosomal-associated protein 25 (SNAP-25) and neurogranin (NRGN). Finally, proteins originating from diverse processes such as neuroinflammation, lipid transport and mitochondrial dysfunction could aid in both AD diagnosis and patient stratification.
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40
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Vrillon A, Mouton-Liger F, Martinet M, Cognat E, Hourregue C, Dumurgier J, Bouaziz-Amar E, Brinkmalm A, Blennow K, Zetterberg H, Hugon J, Paquet C. Plasma neuregulin 1 as a synaptic biomarker in Alzheimer's disease: a discovery cohort study. Alzheimers Res Ther 2022; 14:71. [PMID: 35606871 PMCID: PMC9125890 DOI: 10.1186/s13195-022-01014-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2022] [Accepted: 04/27/2022] [Indexed: 11/10/2022]
Abstract
BACKGROUND Synaptic dysfunction is an early core feature of Alzheimer's disease (AD), closely associated with cognitive symptoms. Neuregulin 1 (NRG1) is a growth and differentiation factor with a key role in the development and maintenance of synaptic transmission. Previous reports have shown that changes in cerebrospinal fluid (CSF) NRG1 concentration are associated with cognitive status and biomarker evidence of AD pathology. Plasma biomarkers reflecting synaptic impairment would be of great clinical interest. OBJECTIVE To measure plasma NRG1 concentration in AD patients in comparison with other neurodegenerative disorders and neurological controls (NC) and to study its association with cerebrospinal fluid (CSF) core AD and synaptic biomarkers. METHODS This retrospective study enrolled 127 participants including patients with AD at mild cognitive impairment stage (AD-MCI, n = 27) and at dementia stage (n = 35), non-AD dementia (n = 26, Aβ-negative), non-AD MCI (n = 19), and neurological controls (n=20). Plasma and CSF NRG1, as well as CSF core AD biomarkers (Aβ 42/Aβ 40 ratio, phospho-tau, and total tau), were measured using ELISA. CSF synaptic markers were measured using ELISA for GAP-43 and neurogranin and through immunoprecipitation mass spectrometry for SNAP-25. RESULTS Plasma NRG1 concentration was higher in AD-MCI and AD dementia patients compared with neurological controls (respectively P = 0.005 and P < 0.001). Plasma NRG1 differentiated AD MCI patients from neurological controls with an area under the curve of 88.3%, and AD dementia patients from NC with an area under the curve of 87.3%. Plasma NRG1 correlated with CSF NRG1 (β = 0.372, P = 0.0056, adjusted on age and sex). Plasma NRG1 was associated with AD CSF core biomarkers in the whole cohort and in Aβ-positive patients (β = -0.197-0.423). Plasma NRG1 correlated with CSF GAP-43, neurogranin, and SNAP-25 (β = 0.278-0.355). Plasma NRG1 concentration correlated inversely with MMSE in the whole cohort and in Aβ-positive patients (all, β = -0.188, P = 0.038; Aβ+: β = -0.255, P = 0.038). CONCLUSION Plasma NRG1 concentration is increased in AD patients and correlates with CSF core AD and synaptic biomarkers and cognitive status. Thus, plasma NRG1 is a promising non-invasive biomarker to monitor synaptic impairment in AD.
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Affiliation(s)
- Agathe Vrillon
- Université Paris Cité, Inserm U1144, Paris, France.
- Université Paris Cité, Center of Cognitive Neurology, Lariboisière Fernand-Widal Hospital, APHP, 200 rue du Faubourg Saint-Denis, 75010, Paris, France.
| | | | - Matthieu Martinet
- Université Paris Cité, Inserm U1144, Paris, France
- Université Paris Cité, Center of Cognitive Neurology, Lariboisière Fernand-Widal Hospital, APHP, 200 rue du Faubourg Saint-Denis, 75010, Paris, France
| | - Emmanuel Cognat
- Université Paris Cité, Inserm U1144, Paris, France
- Université Paris Cité, Center of Cognitive Neurology, Lariboisière Fernand-Widal Hospital, APHP, 200 rue du Faubourg Saint-Denis, 75010, Paris, France
| | - Claire Hourregue
- Université Paris Cité, Center of Cognitive Neurology, Lariboisière Fernand-Widal Hospital, APHP, 200 rue du Faubourg Saint-Denis, 75010, Paris, France
| | - Julien Dumurgier
- Université Paris Cité, Center of Cognitive Neurology, Lariboisière Fernand-Widal Hospital, APHP, 200 rue du Faubourg Saint-Denis, 75010, Paris, France
| | - Elodie Bouaziz-Amar
- Université Paris Cité, Inserm U1144, Paris, France
- Université Paris Cité, Department of Biochemistry, APHP GHU Nord Lariboisière-Fernand Widal, Paris, France
| | - Ann Brinkmalm
- Institute of Neuroscience and Physiology, The Salhgrenska Academy at the University of Gothenburg, Mölndal, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
| | - Kaj Blennow
- Institute of Neuroscience and Physiology, The Salhgrenska Academy at the University of Gothenburg, Mölndal, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
| | - Henrik Zetterberg
- Institute of Neuroscience and Physiology, The Salhgrenska Academy at the University of Gothenburg, Mölndal, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
- UK Dementia Research Institute at UCL, London, UK
- Department of Neurodegenerative Disease, UCL Institute of Neurology, London, UK
- Hong Kong Center for Neurodegenerative Diseases, Hong Kong, China
| | - Jacques Hugon
- Université Paris Cité, Inserm U1144, Paris, France
- Université Paris Cité, Center of Cognitive Neurology, Lariboisière Fernand-Widal Hospital, APHP, 200 rue du Faubourg Saint-Denis, 75010, Paris, France
| | - Claire Paquet
- Université Paris Cité, Inserm U1144, Paris, France
- Université Paris Cité, Center of Cognitive Neurology, Lariboisière Fernand-Widal Hospital, APHP, 200 rue du Faubourg Saint-Denis, 75010, Paris, France
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Huang S, Wang YJ, Guo J. Biofluid Biomarkers of Alzheimer’s Disease: Progress, Problems, and Perspectives. Neurosci Bull 2022; 38:677-691. [PMID: 35306613 PMCID: PMC9206048 DOI: 10.1007/s12264-022-00836-7] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Accepted: 11/25/2021] [Indexed: 12/19/2022] Open
Abstract
Since the establishment of the biomarker-based A-T-N (Amyloid/Tau/Neurodegeneration) framework in Alzheimer’s disease (AD), the diagnosis of AD has become more precise, and cerebrospinal fluid tests and positron emission tomography examinations based on this framework have become widely accepted. However, the A-T-N framework does not encompass the whole spectrum of AD pathologies, and problems with invasiveness and high cost limit the application of the above diagnostic methods aimed at the central nervous system. Therefore, we suggest the addition of an “X” to the A-T-N framework and a focus on peripheral biomarkers in the diagnosis of AD. In this review, we retrospectively describe the recent progress in biomarkers based on the A-T-N-X framework, analyze the problems, and present our perspectives on the diagnosis of AD.
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Cao M, Liu J, Zhang X, Yang T, Wang Y, Hou Y, Song Q, Cui Y, Wang Y, Wang P. ABI3 Is a Novel Early Biomarker of Alzheimer's Disease. J Alzheimers Dis 2022; 87:335-344. [PMID: 35275543 DOI: 10.3233/jad-215635] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND The Abi3 gene has been suggested to be an important regulator of microglia during Alzheimer's disease (AD), but the diagnostic power of ABI3 in neurodegenerative disease has rarely been reported. OBJECTIVE The aim of this study was to evaluate the diagnostic value of ABI3 in AD patients. METHODS ELISAs were used to measure the ABI3 level in the serum and cerebrospinal fluid (CSF) of AD patients as well as in the serum of APP/PS1 mice. RT-PCR and western blot were further performed to detect the expression levels of ABI3 in peripheral blood mononuclear cells (PBMCs) of AD subjects as well as in the hippocampus and cortical tissue of APP/PS1 mice. The correlation of cognitive ability with ABI3 level was estimated by linear regression analysis. Moreover, the diagnostic value of ABI3 for AD was assessed with ROC analysis. RESULTS The ABI3 levels all decreased significantly in the serum, CSF, and PBMCs of AD patients and showed a good diagnostic performance. In addition, the ABI3 levels were observed to decrease markedly in the hippocampus from 5-month-old mice, but the dramatic change only appeared in the cortical tissue in the 9-month-old APP/PS1 mice. The ABI3 levels in the PBMCs of AD patients and in the hippocampus of APP/PS1 mice were all positively correlated with cognitive capacity. CONCLUSION These results demonstrated that ABI3 in serum, CSF, and PBMCs could be a novel early diagnostic biomarker of AD. Moreover, ABI3 had potential to be a novel tracer marker in hippocampus of early AD.
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Affiliation(s)
- Min Cao
- Department of Clinical Laboratory, Xuanwu Hospital, Capital Medical University, Beijing, People's Republic of China.,Department of Clinical Laboratory, Beijing Huairou Hospital, Beijing, People's Republic of China
| | - Jing Liu
- Department of Clinical Laboratory, Xuanwu Hospital, Capital Medical University, Beijing, People's Republic of China
| | - Xiaomin Zhang
- Department of Clinical Laboratory, Xuanwu Hospital, Capital Medical University, Beijing, People's Republic of China
| | - Tingting Yang
- Department of Clinical Laboratory, the Hospital of Shunyi District Beijing, Beijing, People's Republic of China
| | - Yaqi Wang
- Department of Clinical Laboratory, Xuanwu Hospital, Capital Medical University, Beijing, People's Republic of China
| | - Yuli Hou
- Department of Clinical Laboratory, Xuanwu Hospital, Capital Medical University, Beijing, People's Republic of China
| | - Qiao Song
- Department of Clinical Laboratory, Xuanwu Hospital, Capital Medical University, Beijing, People's Republic of China
| | - Yuting Cui
- Department of Clinical Laboratory, Xuanwu Hospital, Capital Medical University, Beijing, People's Republic of China
| | - Yifei Wang
- Department of Laboratory Technology, Capital Medical University, Beijing, People's Republic of China
| | - Peichang Wang
- Department of Clinical Laboratory, Xuanwu Hospital, Capital Medical University, Beijing, People's Republic of China
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Cervantes González A, Belbin O. Fluid markers of synapse degeneration in synucleinopathies. J Neural Transm (Vienna) 2022; 129:187-206. [PMID: 35147800 DOI: 10.1007/s00702-022-02467-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Accepted: 01/20/2022] [Indexed: 01/06/2023]
Abstract
The abnormal accumulation of α-synuclein in the brain is a common feature of Parkinson's disease (PD), PD dementia (PDD), dementia with Lewy bodies (DLB) and multiple system atrophy (MSA), and synucleinopathies that present with overlapping but distinct clinical symptoms that include motor and cognitive deficits. Synapse degeneration is the crucial neuropathological event in these synucleinopathies and the neuropathological correlate of connectome dysfunction. The cognitive and motor deficits resulting from the connectome dysfunction are currently measured by scalar systems that are limited in their sensitivity and largely subjective. Ideally, a marker of synapse degeneration would correlate with measures of cognitive or motor impairment, and could therefore be used as a more objective, surrogate biomarker of the core clinical features of these diseases. Furthermore, an objective surrogate biomarker that can detect and monitor the progression of synapse degeneration would improve patient management and clinical trial design, and could provide a measure of therapeutic response. Here, we review the published findings relating to candidate biomarkers of synapse degeneration in PD, PDD, DLB, and MSA patient-derived biofluids and discuss the findings in the context of the mechanisms associated with α-synuclein-mediated synapse degeneration. Understanding these mechanisms is essential not only for discovery of biomarkers, but also to improve our understanding of the earliest changes in disease pathogenesis of synucleinopathies.
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Affiliation(s)
- Alba Cervantes González
- Neurology Department, Biomedical Research Institute Sant Pau (IIB Sant Pau) and Sant Pau Memory Unit, Hospital de la Santa Creu i Sant Pau, 08025, Barcelona, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), 28031, Madrid, Spain
| | - Olivia Belbin
- Neurology Department, Biomedical Research Institute Sant Pau (IIB Sant Pau) and Sant Pau Memory Unit, Hospital de la Santa Creu i Sant Pau, 08025, Barcelona, Spain.
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), 28031, Madrid, Spain.
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Mahaman YAR, Embaye KS, Huang F, Li L, Zhu F, Wang JZ, Liu R, Feng J, Wang X. Biomarkers used in Alzheimer's disease diagnosis, treatment, and prevention. Ageing Res Rev 2022; 74:101544. [PMID: 34933129 DOI: 10.1016/j.arr.2021.101544] [Citation(s) in RCA: 47] [Impact Index Per Article: 23.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Revised: 12/09/2021] [Accepted: 12/15/2021] [Indexed: 12/12/2022]
Abstract
Alzheimer's disease (AD), being the number one in terms of dementia burden, is an insidious age-related neurodegenerative disease and is presently considered a global public health threat. Its main histological hallmarks are the Aβ senile plaques and the P-tau neurofibrillary tangles, while clinically it is marked by a progressive cognitive decline that reflects the underlying synaptic loss and neurodegeneration. Many of the drug therapies targeting the two pathological hallmarks namely Aβ and P-tau have been proven futile. This is probably attributed to the initiation of therapy at a stage where cognitive alterations are already obvious. In other words, the underlying neuropathological changes are at a stage where these drugs lack any therapeutic value in reversing the damage. Therefore, there is an urgent need to start treatment in the very early stage where these changes can be reversed, and hence, early diagnosis is of primordial importance. To this aim, the use of robust and informative biomarkers that could provide accurate diagnosis preferably at an earlier phase of the disease is of the essence. To date, several biomarkers have been established that, to a different extent, allow researchers and clinicians to evaluate, diagnose, and more specially exclude other related pathologies. In this study, we extensively reviewed data on the currently explored biomarkers in terms of AD pathology-specific and non-specific biomarkers and highlighted the recent developments in the diagnostic and theragnostic domains. In the end, we have presented a separate elaboration on aspects of future perspectives and concluding remarks.
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45
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Camporesi E, Nilsson J, Vrillon A, Cognat E, Hourregue C, Zetterberg H, Blennow K, Becker B, Brinkmalm A, Paquet C, Brinkmalm G. Quantification of the trans-synaptic partners neurexin-neuroligin in CSF of neurodegenerative diseases by parallel reaction monitoring mass spectrometry. EBioMedicine 2022; 75:103793. [PMID: 34990894 PMCID: PMC8743209 DOI: 10.1016/j.ebiom.2021.103793] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 12/15/2021] [Accepted: 12/16/2021] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Synaptic proteins are increasingly studied as biomarkers for synaptic dysfunction and loss, which are early and central events in Alzheimer's disease (AD) and strongly correlate with the degree of cognitive decline. In this study, we specifically investigated the synaptic binding partners neurexin (NRXN) and neuroligin (Nlgn) proteins, to assess their biomarker's potential. METHODS we developed a parallel reaction monitoring mass spectrometric method for the simultaneous quantification of NRXNs and Nlgns in cerebrospinal fluid (CSF) of neurodegenerative diseases, focusing on AD. Specifically, NRXN-1α, NRXN-1β, NRXN-2α, NRXN-3α and Nlgn1, Nlgn2, Nlgn3 and Nlgn4 proteins were targeted. FINDINGS The proteins were investigated in a clinical cohort including CSF from controls (n=22), mild cognitive impairment (MCI) due to AD (n=44), MCI due to other conditions (n=46), AD (n=77) and a group of non-AD dementia (n=28). No difference in levels of NRXNs and Nlgns was found between AD (both at dementia and MCI stages) or controls or the non-AD dementia group for any of the targeted proteins. NRXN and Nlgn proteins correlated strongly with each other, but only a weak correlation with the AD core biomarkers and the synaptic biomarkers neurogranin and growth-associated protein 43, was found, possibly reflecting different pathogenic processing at the synapse. INTERPRETATION we conclude that NRXN and Nlgn proteins do not represent suitable biomarkers for synaptic pathology in AD. The panel developed here could aid in future investigations of the potential involvement of NRXNs and Nlgns in synaptic dysfunction in other disorders of the central nervous system. FUNDING a full list of funding can be found under the acknowledgments section.
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Affiliation(s)
- Elena Camporesi
- Institute of Neuroscience and Physiology, Department of Psychiatry and Neurochemistry, the Sahlgrenska Academy at University of Gothenburg, Mölndal, Sweden; Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden.
| | - Johanna Nilsson
- Institute of Neuroscience and Physiology, Department of Psychiatry and Neurochemistry, the Sahlgrenska Academy at University of Gothenburg, Mölndal, Sweden; Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
| | - Agathe Vrillon
- Université de Paris, Cognitive Neurology Center, GHU Nord APHP Hospital Lariboisière Fernand Widal, Paris, France; Université de Paris, Inserm UMR S11-44 Therapeutic Optimization in Neuropsychopharmacology, Paris, France
| | - Emmanuel Cognat
- Université de Paris, Cognitive Neurology Center, GHU Nord APHP Hospital Lariboisière Fernand Widal, Paris, France; Université de Paris, Inserm UMR S11-44 Therapeutic Optimization in Neuropsychopharmacology, Paris, France
| | - Claire Hourregue
- Université de Paris, Cognitive Neurology Center, GHU Nord APHP Hospital Lariboisière Fernand Widal, Paris, France
| | - Henrik Zetterberg
- Institute of Neuroscience and Physiology, Department of Psychiatry and Neurochemistry, the Sahlgrenska Academy at University of Gothenburg, Mölndal, Sweden; Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden; UK Dementia Research Institute at UCL, London, UK; Department of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London, UK; Hong Kong Center for Neurodegenerative Diseases, Hong Kong, China
| | - Kaj Blennow
- Institute of Neuroscience and Physiology, Department of Psychiatry and Neurochemistry, the Sahlgrenska Academy at University of Gothenburg, Mölndal, Sweden; Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
| | - Bruno Becker
- Institute of Neuroscience and Physiology, Department of Psychiatry and Neurochemistry, the Sahlgrenska Academy at University of Gothenburg, Mölndal, Sweden; Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
| | - Ann Brinkmalm
- Institute of Neuroscience and Physiology, Department of Psychiatry and Neurochemistry, the Sahlgrenska Academy at University of Gothenburg, Mölndal, Sweden; Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
| | - Claire Paquet
- Université de Paris, Cognitive Neurology Center, GHU Nord APHP Hospital Lariboisière Fernand Widal, Paris, France; Université de Paris, Inserm UMR S11-44 Therapeutic Optimization in Neuropsychopharmacology, Paris, France
| | - Gunnar Brinkmalm
- Institute of Neuroscience and Physiology, Department of Psychiatry and Neurochemistry, the Sahlgrenska Academy at University of Gothenburg, Mölndal, Sweden; Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
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Galectin-3 is elevated in CSF and is associated with Aβ deposits and tau aggregates in brain tissue in Alzheimer's disease. Acta Neuropathol 2022; 144:843-859. [PMID: 35895141 PMCID: PMC9547798 DOI: 10.1007/s00401-022-02469-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Revised: 07/07/2022] [Accepted: 07/07/2022] [Indexed: 01/26/2023]
Abstract
Galectin-3 (Gal-3) is a beta-galactosidase binding protein involved in microglial activation in the central nervous system (CNS). We previously demonstrated the crucial deleterious role of Gal-3 in microglial activation in Alzheimer's disease (AD). Under AD conditions, Gal-3 is primarily expressed by microglial cells clustered around Aβ plaques in both human and mouse brain, and knocking out Gal-3 reduces AD pathology in AD-model mice. To further unravel the importance of Gal-3-associated inflammation in AD, we aimed to investigate the Gal-3 inflammatory response in the AD continuum. First, we measured Gal-3 levels in neocortical and hippocampal tissue from early-onset AD patients, including genetic and sporadic cases. We found that Gal-3 levels were significantly higher in both cortex and hippocampus in AD subjects. Immunohistochemistry revealed that Gal-3+ microglial cells were associated with amyloid plaques of a larger size and more irregular shape and with neurons containing tau-inclusions. We then analyzed the levels of Gal-3 in cerebrospinal fluid (CSF) from AD patients (n = 119) compared to control individuals (n = 36). CSF Gal-3 levels were elevated in AD patients compared to controls and more strongly correlated with tau (p-Tau181 and t-tau) and synaptic markers (GAP-43 and neurogranin) than with amyloid-β. Lastly, principal component analysis (PCA) of AD biomarkers revealed that CSF Gal-3 clustered and associated with other CSF neuroinflammatory markers, including sTREM-2, GFAP, and YKL-40. This neuroinflammatory component was more highly expressed in the CSF from amyloid-β positive (A+), CSF p-Tau181 positive (T+), and biomarker neurodegeneration positive/negative (N+/-) (A + T + N+/-) groups compared to the A + T-N- group. Overall, Gal-3 stands out as a key pathological biomarker of AD pathology that is measurable in CSF and, therefore, a potential target for disease-modifying therapies involving the neuroinflammatory response.
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Roveta F, Cermelli A, Boschi S, Ferrandes F, Grassini A, Marcinnò A, Spina M, Rubino E, Borsello T, Vercelli A, Rainero I. Synaptic Proteins as Fluid Biomarkers in Alzheimer's Disease: A Systematic Review and Meta-Analysis. J Alzheimers Dis 2022; 90:1381-1393. [PMID: 36278349 DOI: 10.3233/jad-220515] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Synaptic disruption precedes neuronal death and correlates with clinical features of Alzheimer's disease (AD). The identification of fluid biomarkers of synaptic damage is emerging as a goal for early and accurate diagnosis of the disease. OBJECTIVE To perform a systematic review and meta-analysis to determine whether fluid biomarkers of synaptic damage are impaired in AD. METHODS PubMed, Scopus, EMBASE, and Web of Science were searched for articles reporting synaptic proteins as fluid biomarkers in AD and cognitively unimpaired (CU) individuals. Pooled effect sizes were determined using the Hedge G method with random effects. Questions adapted from the Quality Assessment of Diagnostic Accuracy Studies were applied for quality assessment. A protocol for this study has been previously registered in PROSPERO (registration number: CRD42021277487). RESULTS The search strategy identified 204 articles that were assessed for eligibility. A total of 23 studies were included in the systematic review and 15 were included in the meta-analysis. For Neurogranin, 827 AD and 1,237 CU subjects were included in the meta-analysis, showing a significant increase in cerebrospinal fluid of patients with AD compared to CU individuals, with an effect size of 1.01 (p < 0.001). A significant increase in SNAP-25 and GAP-43 levels in CSF of patients with AD was observed. CONCLUSION Neurogranin, SNAP-25, and GAP-43 are possible biomarkers of synaptic damage in AD, and other potential synaptic biomarkers are emerging. This meta-analysis also revealed that there are still relatively few studies investigating these biomarkers in patients with AD or other dementias and showed wide heterogeneity in literature.
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Affiliation(s)
- Fausto Roveta
- Department of Neuroscience Rita Levi Montalcini, University of Torino, Torino, Italy
| | - Aurora Cermelli
- Department of Neuroscience Rita Levi Montalcini, University of Torino, Torino, Italy
| | - Silvia Boschi
- Department of Neuroscience Rita Levi Montalcini, University of Torino, Torino, Italy
| | - Fabio Ferrandes
- Department of Neuroscience Rita Levi Montalcini, University of Torino, Torino, Italy
| | - Alberto Grassini
- Department of Neuroscience Rita Levi Montalcini, University of Torino, Torino, Italy
| | - Andrea Marcinnò
- Department of Neuroscience Rita Levi Montalcini, University of Torino, Torino, Italy
| | - Margherita Spina
- Department of Neuroscience Rita Levi Montalcini, University of Torino, Torino, Italy
| | - Elisa Rubino
- Department of Neuroscience Rita Levi Montalcini, University of Torino, Torino, Italy
| | - Tiziana Borsello
- Department of Pharmacological and Biomolecular Sciences University of Milano, Milan, Italy
- Mario Negri Institute for Pharmacological Research, University of Milano, Milan, Italy
| | - Alessandro Vercelli
- Department of Neuroscience Rita Levi Montalcini, University of Torino, Torino, Italy
- Neuroscience Institute Cavalieri Ottolenghi, University of Torino, Orbassano, Italy
| | - Innocenzo Rainero
- Department of Neuroscience Rita Levi Montalcini, University of Torino, Torino, Italy
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Zhang H, Lyu D, Jia J. The Trajectory of Cerebrospinal Fluid Growth-Associated Protein 43 in the Alzheimer's Disease Continuum: A Longitudinal Study. J Alzheimers Dis 2021; 85:1441-1452. [PMID: 34958042 DOI: 10.3233/jad-215456] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
BACKGROUND Synaptic degeneration has been suggested as an early pathological event that strongly correlates with severity of dementia in Alzheimer's disease (AD). However, changes in longitudinal cerebrospinal fluid (CSF) growth-associated protein 43 (GAP-43) as a synaptic biomarker in the AD continuum remain unclear. OBJECTIVE To assess the trajectory of CSF GAP-43 with AD progression and its association with other AD hallmarks. METHODS CSF GAP-43 was analyzed in 788 participants from the Alzheimer's Disease Neuroimaging Initiative (ADNI), including 246 cognitively normal (CN) individuals, 415 individuals with mild cognitive impairment (MCI), and 127 with AD dementia based on cognitive assessments. The associations between a multimodal classification scheme with amyloid-β (Aβ), tau, and neurodegeneration, and changes in CSF GAP-43 over time were also analyzed. RESULTS CSF GAP-43 levels were increased at baseline in MCI and dementia patients, and increased significantly over time in the preclinical (Aβ-positive CN), prodromal (Aβ-positive MCI), and dementia (Aβ-positive dementia) stages of AD. Higher levels of CSF GAP-43 were also associated with higher CSF phosphorylated tau (p-tau) and total tau (t-tau), cerebral amyloid deposition and hypometabolism on positron emission tomography, the hippocampus and middle temporal atrophy, and cognitive performance deterioration at baseline and follow-up. Furthermore, CSF GAP-43 may assist in effectively predicting the probability of dementia onset at 2- or 4-year follow-up. CONCLUSION CSF GAP-43 can be used as a potential biomarker associated with synaptic degeneration in subjects with AD; it may also be useful for tracking the disease progression and for monitoring the effects of clinical trials.
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Affiliation(s)
- Heng Zhang
- Innovation Center for Neurological Disorders and Department of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Diyang Lyu
- Innovation Center for Neurological Disorders and Department of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Jianping Jia
- Innovation Center for Neurological Disorders and Department of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China.,Beijing Key Laboratory of Geriatric Cognitive Disorders, Beijing, China.,Clinical Center for Neurodegenerative Disease and Memory Impairment, Capital Medical University, Beijing, China.,Center of Alzheimer's Disease, Beijing Institute of Brain Disorders, Collaborative Innovation Center for Brain Disorders, Capital Medical University, Beijing, China.,Key Laboratory of Neurodegenerative Diseases, Ministry of Education, Beijing, China
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Milà-Alomà M, Brinkmalm A, Ashton NJ, Kvartsberg H, Shekari M, Operto G, Salvadó G, Falcon C, Gispert JD, Vilor-Tejedor N, Arenaza-Urquijo EM, Grau-Rivera O, Sala-Vila A, Sanchez-Benavides G, González-de-Echávarri JM, Minguillon C, Fauria K, Niñerola-Baizán A, Perissinotti A, Kollmorgen G, Suridjan I, Zetterberg H, Molinuevo JL, Blennow K, Suárez-Calvet M. CSF Synaptic Biomarkers in the Preclinical Stage of Alzheimer Disease and Their Association With MRI and PET: A Cross-sectional Study. Neurology 2021; 97:e2065-e2078. [PMID: 34556565 PMCID: PMC8610620 DOI: 10.1212/wnl.0000000000012853] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2021] [Accepted: 09/08/2021] [Indexed: 12/05/2022] Open
Abstract
Background and Objectives To determine whether CSF synaptic biomarkers are altered in the early preclinical stage of the Alzheimer continuum and associated with Alzheimer disease (AD) risk factors, primary pathology, and neurodegeneration markers. Methods This cross-sectional study was performed in the Alzheimer's and Families (ALFA+) cohort, comprising middle-aged cognitively unimpaired participants. CSF neurogranin and growth-associated protein-43 (GAP-43) were measured with immunoassays, and synaptosomal-associated protein-25 (SNAP-25) and synaptotagmin-1 were measured with immunoprecipitation mass spectrometry. AD CSF biomarkers β-amyloid (Aβ)42/40, phosphorylated tau (p-tau), and total tau and the neurodegeneration biomarker neurofilament light chain (NfL) were also measured. Participants underwent structural MRI and fluorodeoxyglucose and Aβ PET imaging. General linear modeling was used to test the associations between CSF synaptic biomarkers and risk factors, Aβ pathology, tau pathology, and neurodegeneration markers. Results All CSF synaptic biomarkers increased with age. CSF neurogranin was higher in females, while CSF SNAP-25 was higher in APOE ε4 carriers. All CSF synaptic biomarkers increased with higher Aβ load (as measured by CSF Aβ42/40 and Aβ PET Centiloid values), and it is important to note that the synaptic biomarkers were increased even in individuals in the earliest stages of Aβ deposition. Higher CSF synaptic biomarkers were also associated with higher CSF p-tau and NfL. Higher CSF neurogranin and GAP-43 were significantly associated with higher brain metabolism but lower cortical thickness in AD-related brain regions. Discussion CSF synaptic biomarkers increase in the early preclinical stages of the Alzheimer continuum even when a low burden of Aβ pathology is present, and they differ in their association with age, sex, APOE ε4, and markers of neurodegeneration. Trial Registration Information ClinicalTrials.gov Identifier NCT02485730.
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Affiliation(s)
- Marta Milà-Alomà
- From the Barcelonaβeta Brain Research Center (BBRC) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., N.V.-T., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., K.F., J.L.M., M.S.-C.), Pasqual Maragall Foundation; IMIM (Hospital del Mar Medical Research Institute) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., M.S.-C.), Barcelona; Centro de Investigación Biomédica en Red de Fragilidad y Envejecimiento Saludable (CIBERFES) (M.M.-A., G.O., E.M.A.-U., O.G.-R., G.S.-B., C.M., K.F., M.S.-C.), Madrid; Universitat Pompeu Fabra (M.M.-A., M.S.), Barcelona, Spain; Department of Psychiatry and Neurochemistry (A.B., N.J.A., H.K., H.Z., K.B.), Institute of Neuroscience and Physiology, University of Gothenburg; Clinical Neurochemistry Laboratory (A.B., H.K., H.Z., K.B.), Sahlgrenska University Hospital, Mölndal; Wallenberg Centre for Molecular and Translational Medicine (A.B., N.J.A., H.K.), Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London & Maudsley NHS Foundation (N.J.A.), London, UK; Centro de Investigación Biomédica en Red de Bioingeniería (C.F., J.D.G., A.N.-B., A.P.), Biomateriales y Nanomedicina (CIBER-BBN), Madrid; Centre for Genomic Regulation (CRG) (N.V.-T.), Barcelona Institute for Science and Technology; Department of Clinical Genetics (N.V.-T.), Erasmus MC, University Medical Center Rotterdam, the Netherlands; Servei de Neurologia (O.G.-R., M.S.-C.), Hospital del Mar; Servei de Medicina Nuclear (A.N.-B., A.P.), Hospital Clínic, Barcelona, Spain; Roche Diagnostics GmbH (G.K.), Penzberg, Germany; Roche Diagnostics International Ltd (I.S.), Rotkreuz, Switzerland; UK Dementia Research Institute at UCL (H.Z.), London; Department of Neurodegenerative Disease (H.Z.), UCL Queen Square Institute of Neurology, London, UK; and H. Lundbeck A/S (J.L.M.), Copenhagen, Denmark
| | - Ann Brinkmalm
- From the Barcelonaβeta Brain Research Center (BBRC) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., N.V.-T., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., K.F., J.L.M., M.S.-C.), Pasqual Maragall Foundation; IMIM (Hospital del Mar Medical Research Institute) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., M.S.-C.), Barcelona; Centro de Investigación Biomédica en Red de Fragilidad y Envejecimiento Saludable (CIBERFES) (M.M.-A., G.O., E.M.A.-U., O.G.-R., G.S.-B., C.M., K.F., M.S.-C.), Madrid; Universitat Pompeu Fabra (M.M.-A., M.S.), Barcelona, Spain; Department of Psychiatry and Neurochemistry (A.B., N.J.A., H.K., H.Z., K.B.), Institute of Neuroscience and Physiology, University of Gothenburg; Clinical Neurochemistry Laboratory (A.B., H.K., H.Z., K.B.), Sahlgrenska University Hospital, Mölndal; Wallenberg Centre for Molecular and Translational Medicine (A.B., N.J.A., H.K.), Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London & Maudsley NHS Foundation (N.J.A.), London, UK; Centro de Investigación Biomédica en Red de Bioingeniería (C.F., J.D.G., A.N.-B., A.P.), Biomateriales y Nanomedicina (CIBER-BBN), Madrid; Centre for Genomic Regulation (CRG) (N.V.-T.), Barcelona Institute for Science and Technology; Department of Clinical Genetics (N.V.-T.), Erasmus MC, University Medical Center Rotterdam, the Netherlands; Servei de Neurologia (O.G.-R., M.S.-C.), Hospital del Mar; Servei de Medicina Nuclear (A.N.-B., A.P.), Hospital Clínic, Barcelona, Spain; Roche Diagnostics GmbH (G.K.), Penzberg, Germany; Roche Diagnostics International Ltd (I.S.), Rotkreuz, Switzerland; UK Dementia Research Institute at UCL (H.Z.), London; Department of Neurodegenerative Disease (H.Z.), UCL Queen Square Institute of Neurology, London, UK; and H. Lundbeck A/S (J.L.M.), Copenhagen, Denmark
| | - Nicholas J Ashton
- From the Barcelonaβeta Brain Research Center (BBRC) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., N.V.-T., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., K.F., J.L.M., M.S.-C.), Pasqual Maragall Foundation; IMIM (Hospital del Mar Medical Research Institute) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., M.S.-C.), Barcelona; Centro de Investigación Biomédica en Red de Fragilidad y Envejecimiento Saludable (CIBERFES) (M.M.-A., G.O., E.M.A.-U., O.G.-R., G.S.-B., C.M., K.F., M.S.-C.), Madrid; Universitat Pompeu Fabra (M.M.-A., M.S.), Barcelona, Spain; Department of Psychiatry and Neurochemistry (A.B., N.J.A., H.K., H.Z., K.B.), Institute of Neuroscience and Physiology, University of Gothenburg; Clinical Neurochemistry Laboratory (A.B., H.K., H.Z., K.B.), Sahlgrenska University Hospital, Mölndal; Wallenberg Centre for Molecular and Translational Medicine (A.B., N.J.A., H.K.), Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London & Maudsley NHS Foundation (N.J.A.), London, UK; Centro de Investigación Biomédica en Red de Bioingeniería (C.F., J.D.G., A.N.-B., A.P.), Biomateriales y Nanomedicina (CIBER-BBN), Madrid; Centre for Genomic Regulation (CRG) (N.V.-T.), Barcelona Institute for Science and Technology; Department of Clinical Genetics (N.V.-T.), Erasmus MC, University Medical Center Rotterdam, the Netherlands; Servei de Neurologia (O.G.-R., M.S.-C.), Hospital del Mar; Servei de Medicina Nuclear (A.N.-B., A.P.), Hospital Clínic, Barcelona, Spain; Roche Diagnostics GmbH (G.K.), Penzberg, Germany; Roche Diagnostics International Ltd (I.S.), Rotkreuz, Switzerland; UK Dementia Research Institute at UCL (H.Z.), London; Department of Neurodegenerative Disease (H.Z.), UCL Queen Square Institute of Neurology, London, UK; and H. Lundbeck A/S (J.L.M.), Copenhagen, Denmark
| | - Hlin Kvartsberg
- From the Barcelonaβeta Brain Research Center (BBRC) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., N.V.-T., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., K.F., J.L.M., M.S.-C.), Pasqual Maragall Foundation; IMIM (Hospital del Mar Medical Research Institute) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., M.S.-C.), Barcelona; Centro de Investigación Biomédica en Red de Fragilidad y Envejecimiento Saludable (CIBERFES) (M.M.-A., G.O., E.M.A.-U., O.G.-R., G.S.-B., C.M., K.F., M.S.-C.), Madrid; Universitat Pompeu Fabra (M.M.-A., M.S.), Barcelona, Spain; Department of Psychiatry and Neurochemistry (A.B., N.J.A., H.K., H.Z., K.B.), Institute of Neuroscience and Physiology, University of Gothenburg; Clinical Neurochemistry Laboratory (A.B., H.K., H.Z., K.B.), Sahlgrenska University Hospital, Mölndal; Wallenberg Centre for Molecular and Translational Medicine (A.B., N.J.A., H.K.), Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London & Maudsley NHS Foundation (N.J.A.), London, UK; Centro de Investigación Biomédica en Red de Bioingeniería (C.F., J.D.G., A.N.-B., A.P.), Biomateriales y Nanomedicina (CIBER-BBN), Madrid; Centre for Genomic Regulation (CRG) (N.V.-T.), Barcelona Institute for Science and Technology; Department of Clinical Genetics (N.V.-T.), Erasmus MC, University Medical Center Rotterdam, the Netherlands; Servei de Neurologia (O.G.-R., M.S.-C.), Hospital del Mar; Servei de Medicina Nuclear (A.N.-B., A.P.), Hospital Clínic, Barcelona, Spain; Roche Diagnostics GmbH (G.K.), Penzberg, Germany; Roche Diagnostics International Ltd (I.S.), Rotkreuz, Switzerland; UK Dementia Research Institute at UCL (H.Z.), London; Department of Neurodegenerative Disease (H.Z.), UCL Queen Square Institute of Neurology, London, UK; and H. Lundbeck A/S (J.L.M.), Copenhagen, Denmark
| | - Mahnaz Shekari
- From the Barcelonaβeta Brain Research Center (BBRC) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., N.V.-T., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., K.F., J.L.M., M.S.-C.), Pasqual Maragall Foundation; IMIM (Hospital del Mar Medical Research Institute) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., M.S.-C.), Barcelona; Centro de Investigación Biomédica en Red de Fragilidad y Envejecimiento Saludable (CIBERFES) (M.M.-A., G.O., E.M.A.-U., O.G.-R., G.S.-B., C.M., K.F., M.S.-C.), Madrid; Universitat Pompeu Fabra (M.M.-A., M.S.), Barcelona, Spain; Department of Psychiatry and Neurochemistry (A.B., N.J.A., H.K., H.Z., K.B.), Institute of Neuroscience and Physiology, University of Gothenburg; Clinical Neurochemistry Laboratory (A.B., H.K., H.Z., K.B.), Sahlgrenska University Hospital, Mölndal; Wallenberg Centre for Molecular and Translational Medicine (A.B., N.J.A., H.K.), Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London & Maudsley NHS Foundation (N.J.A.), London, UK; Centro de Investigación Biomédica en Red de Bioingeniería (C.F., J.D.G., A.N.-B., A.P.), Biomateriales y Nanomedicina (CIBER-BBN), Madrid; Centre for Genomic Regulation (CRG) (N.V.-T.), Barcelona Institute for Science and Technology; Department of Clinical Genetics (N.V.-T.), Erasmus MC, University Medical Center Rotterdam, the Netherlands; Servei de Neurologia (O.G.-R., M.S.-C.), Hospital del Mar; Servei de Medicina Nuclear (A.N.-B., A.P.), Hospital Clínic, Barcelona, Spain; Roche Diagnostics GmbH (G.K.), Penzberg, Germany; Roche Diagnostics International Ltd (I.S.), Rotkreuz, Switzerland; UK Dementia Research Institute at UCL (H.Z.), London; Department of Neurodegenerative Disease (H.Z.), UCL Queen Square Institute of Neurology, London, UK; and H. Lundbeck A/S (J.L.M.), Copenhagen, Denmark
| | - Grégory Operto
- From the Barcelonaβeta Brain Research Center (BBRC) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., N.V.-T., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., K.F., J.L.M., M.S.-C.), Pasqual Maragall Foundation; IMIM (Hospital del Mar Medical Research Institute) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., M.S.-C.), Barcelona; Centro de Investigación Biomédica en Red de Fragilidad y Envejecimiento Saludable (CIBERFES) (M.M.-A., G.O., E.M.A.-U., O.G.-R., G.S.-B., C.M., K.F., M.S.-C.), Madrid; Universitat Pompeu Fabra (M.M.-A., M.S.), Barcelona, Spain; Department of Psychiatry and Neurochemistry (A.B., N.J.A., H.K., H.Z., K.B.), Institute of Neuroscience and Physiology, University of Gothenburg; Clinical Neurochemistry Laboratory (A.B., H.K., H.Z., K.B.), Sahlgrenska University Hospital, Mölndal; Wallenberg Centre for Molecular and Translational Medicine (A.B., N.J.A., H.K.), Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London & Maudsley NHS Foundation (N.J.A.), London, UK; Centro de Investigación Biomédica en Red de Bioingeniería (C.F., J.D.G., A.N.-B., A.P.), Biomateriales y Nanomedicina (CIBER-BBN), Madrid; Centre for Genomic Regulation (CRG) (N.V.-T.), Barcelona Institute for Science and Technology; Department of Clinical Genetics (N.V.-T.), Erasmus MC, University Medical Center Rotterdam, the Netherlands; Servei de Neurologia (O.G.-R., M.S.-C.), Hospital del Mar; Servei de Medicina Nuclear (A.N.-B., A.P.), Hospital Clínic, Barcelona, Spain; Roche Diagnostics GmbH (G.K.), Penzberg, Germany; Roche Diagnostics International Ltd (I.S.), Rotkreuz, Switzerland; UK Dementia Research Institute at UCL (H.Z.), London; Department of Neurodegenerative Disease (H.Z.), UCL Queen Square Institute of Neurology, London, UK; and H. Lundbeck A/S (J.L.M.), Copenhagen, Denmark
| | - Gemma Salvadó
- From the Barcelonaβeta Brain Research Center (BBRC) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., N.V.-T., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., K.F., J.L.M., M.S.-C.), Pasqual Maragall Foundation; IMIM (Hospital del Mar Medical Research Institute) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., M.S.-C.), Barcelona; Centro de Investigación Biomédica en Red de Fragilidad y Envejecimiento Saludable (CIBERFES) (M.M.-A., G.O., E.M.A.-U., O.G.-R., G.S.-B., C.M., K.F., M.S.-C.), Madrid; Universitat Pompeu Fabra (M.M.-A., M.S.), Barcelona, Spain; Department of Psychiatry and Neurochemistry (A.B., N.J.A., H.K., H.Z., K.B.), Institute of Neuroscience and Physiology, University of Gothenburg; Clinical Neurochemistry Laboratory (A.B., H.K., H.Z., K.B.), Sahlgrenska University Hospital, Mölndal; Wallenberg Centre for Molecular and Translational Medicine (A.B., N.J.A., H.K.), Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London & Maudsley NHS Foundation (N.J.A.), London, UK; Centro de Investigación Biomédica en Red de Bioingeniería (C.F., J.D.G., A.N.-B., A.P.), Biomateriales y Nanomedicina (CIBER-BBN), Madrid; Centre for Genomic Regulation (CRG) (N.V.-T.), Barcelona Institute for Science and Technology; Department of Clinical Genetics (N.V.-T.), Erasmus MC, University Medical Center Rotterdam, the Netherlands; Servei de Neurologia (O.G.-R., M.S.-C.), Hospital del Mar; Servei de Medicina Nuclear (A.N.-B., A.P.), Hospital Clínic, Barcelona, Spain; Roche Diagnostics GmbH (G.K.), Penzberg, Germany; Roche Diagnostics International Ltd (I.S.), Rotkreuz, Switzerland; UK Dementia Research Institute at UCL (H.Z.), London; Department of Neurodegenerative Disease (H.Z.), UCL Queen Square Institute of Neurology, London, UK; and H. Lundbeck A/S (J.L.M.), Copenhagen, Denmark
| | - Carles Falcon
- From the Barcelonaβeta Brain Research Center (BBRC) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., N.V.-T., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., K.F., J.L.M., M.S.-C.), Pasqual Maragall Foundation; IMIM (Hospital del Mar Medical Research Institute) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., M.S.-C.), Barcelona; Centro de Investigación Biomédica en Red de Fragilidad y Envejecimiento Saludable (CIBERFES) (M.M.-A., G.O., E.M.A.-U., O.G.-R., G.S.-B., C.M., K.F., M.S.-C.), Madrid; Universitat Pompeu Fabra (M.M.-A., M.S.), Barcelona, Spain; Department of Psychiatry and Neurochemistry (A.B., N.J.A., H.K., H.Z., K.B.), Institute of Neuroscience and Physiology, University of Gothenburg; Clinical Neurochemistry Laboratory (A.B., H.K., H.Z., K.B.), Sahlgrenska University Hospital, Mölndal; Wallenberg Centre for Molecular and Translational Medicine (A.B., N.J.A., H.K.), Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London & Maudsley NHS Foundation (N.J.A.), London, UK; Centro de Investigación Biomédica en Red de Bioingeniería (C.F., J.D.G., A.N.-B., A.P.), Biomateriales y Nanomedicina (CIBER-BBN), Madrid; Centre for Genomic Regulation (CRG) (N.V.-T.), Barcelona Institute for Science and Technology; Department of Clinical Genetics (N.V.-T.), Erasmus MC, University Medical Center Rotterdam, the Netherlands; Servei de Neurologia (O.G.-R., M.S.-C.), Hospital del Mar; Servei de Medicina Nuclear (A.N.-B., A.P.), Hospital Clínic, Barcelona, Spain; Roche Diagnostics GmbH (G.K.), Penzberg, Germany; Roche Diagnostics International Ltd (I.S.), Rotkreuz, Switzerland; UK Dementia Research Institute at UCL (H.Z.), London; Department of Neurodegenerative Disease (H.Z.), UCL Queen Square Institute of Neurology, London, UK; and H. Lundbeck A/S (J.L.M.), Copenhagen, Denmark
| | - Juan Domingo Gispert
- From the Barcelonaβeta Brain Research Center (BBRC) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., N.V.-T., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., K.F., J.L.M., M.S.-C.), Pasqual Maragall Foundation; IMIM (Hospital del Mar Medical Research Institute) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., M.S.-C.), Barcelona; Centro de Investigación Biomédica en Red de Fragilidad y Envejecimiento Saludable (CIBERFES) (M.M.-A., G.O., E.M.A.-U., O.G.-R., G.S.-B., C.M., K.F., M.S.-C.), Madrid; Universitat Pompeu Fabra (M.M.-A., M.S.), Barcelona, Spain; Department of Psychiatry and Neurochemistry (A.B., N.J.A., H.K., H.Z., K.B.), Institute of Neuroscience and Physiology, University of Gothenburg; Clinical Neurochemistry Laboratory (A.B., H.K., H.Z., K.B.), Sahlgrenska University Hospital, Mölndal; Wallenberg Centre for Molecular and Translational Medicine (A.B., N.J.A., H.K.), Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London & Maudsley NHS Foundation (N.J.A.), London, UK; Centro de Investigación Biomédica en Red de Bioingeniería (C.F., J.D.G., A.N.-B., A.P.), Biomateriales y Nanomedicina (CIBER-BBN), Madrid; Centre for Genomic Regulation (CRG) (N.V.-T.), Barcelona Institute for Science and Technology; Department of Clinical Genetics (N.V.-T.), Erasmus MC, University Medical Center Rotterdam, the Netherlands; Servei de Neurologia (O.G.-R., M.S.-C.), Hospital del Mar; Servei de Medicina Nuclear (A.N.-B., A.P.), Hospital Clínic, Barcelona, Spain; Roche Diagnostics GmbH (G.K.), Penzberg, Germany; Roche Diagnostics International Ltd (I.S.), Rotkreuz, Switzerland; UK Dementia Research Institute at UCL (H.Z.), London; Department of Neurodegenerative Disease (H.Z.), UCL Queen Square Institute of Neurology, London, UK; and H. Lundbeck A/S (J.L.M.), Copenhagen, Denmark
| | - Natalia Vilor-Tejedor
- From the Barcelonaβeta Brain Research Center (BBRC) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., N.V.-T., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., K.F., J.L.M., M.S.-C.), Pasqual Maragall Foundation; IMIM (Hospital del Mar Medical Research Institute) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., M.S.-C.), Barcelona; Centro de Investigación Biomédica en Red de Fragilidad y Envejecimiento Saludable (CIBERFES) (M.M.-A., G.O., E.M.A.-U., O.G.-R., G.S.-B., C.M., K.F., M.S.-C.), Madrid; Universitat Pompeu Fabra (M.M.-A., M.S.), Barcelona, Spain; Department of Psychiatry and Neurochemistry (A.B., N.J.A., H.K., H.Z., K.B.), Institute of Neuroscience and Physiology, University of Gothenburg; Clinical Neurochemistry Laboratory (A.B., H.K., H.Z., K.B.), Sahlgrenska University Hospital, Mölndal; Wallenberg Centre for Molecular and Translational Medicine (A.B., N.J.A., H.K.), Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London & Maudsley NHS Foundation (N.J.A.), London, UK; Centro de Investigación Biomédica en Red de Bioingeniería (C.F., J.D.G., A.N.-B., A.P.), Biomateriales y Nanomedicina (CIBER-BBN), Madrid; Centre for Genomic Regulation (CRG) (N.V.-T.), Barcelona Institute for Science and Technology; Department of Clinical Genetics (N.V.-T.), Erasmus MC, University Medical Center Rotterdam, the Netherlands; Servei de Neurologia (O.G.-R., M.S.-C.), Hospital del Mar; Servei de Medicina Nuclear (A.N.-B., A.P.), Hospital Clínic, Barcelona, Spain; Roche Diagnostics GmbH (G.K.), Penzberg, Germany; Roche Diagnostics International Ltd (I.S.), Rotkreuz, Switzerland; UK Dementia Research Institute at UCL (H.Z.), London; Department of Neurodegenerative Disease (H.Z.), UCL Queen Square Institute of Neurology, London, UK; and H. Lundbeck A/S (J.L.M.), Copenhagen, Denmark
| | - Eider M Arenaza-Urquijo
- From the Barcelonaβeta Brain Research Center (BBRC) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., N.V.-T., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., K.F., J.L.M., M.S.-C.), Pasqual Maragall Foundation; IMIM (Hospital del Mar Medical Research Institute) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., M.S.-C.), Barcelona; Centro de Investigación Biomédica en Red de Fragilidad y Envejecimiento Saludable (CIBERFES) (M.M.-A., G.O., E.M.A.-U., O.G.-R., G.S.-B., C.M., K.F., M.S.-C.), Madrid; Universitat Pompeu Fabra (M.M.-A., M.S.), Barcelona, Spain; Department of Psychiatry and Neurochemistry (A.B., N.J.A., H.K., H.Z., K.B.), Institute of Neuroscience and Physiology, University of Gothenburg; Clinical Neurochemistry Laboratory (A.B., H.K., H.Z., K.B.), Sahlgrenska University Hospital, Mölndal; Wallenberg Centre for Molecular and Translational Medicine (A.B., N.J.A., H.K.), Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London & Maudsley NHS Foundation (N.J.A.), London, UK; Centro de Investigación Biomédica en Red de Bioingeniería (C.F., J.D.G., A.N.-B., A.P.), Biomateriales y Nanomedicina (CIBER-BBN), Madrid; Centre for Genomic Regulation (CRG) (N.V.-T.), Barcelona Institute for Science and Technology; Department of Clinical Genetics (N.V.-T.), Erasmus MC, University Medical Center Rotterdam, the Netherlands; Servei de Neurologia (O.G.-R., M.S.-C.), Hospital del Mar; Servei de Medicina Nuclear (A.N.-B., A.P.), Hospital Clínic, Barcelona, Spain; Roche Diagnostics GmbH (G.K.), Penzberg, Germany; Roche Diagnostics International Ltd (I.S.), Rotkreuz, Switzerland; UK Dementia Research Institute at UCL (H.Z.), London; Department of Neurodegenerative Disease (H.Z.), UCL Queen Square Institute of Neurology, London, UK; and H. Lundbeck A/S (J.L.M.), Copenhagen, Denmark
| | - Oriol Grau-Rivera
- From the Barcelonaβeta Brain Research Center (BBRC) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., N.V.-T., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., K.F., J.L.M., M.S.-C.), Pasqual Maragall Foundation; IMIM (Hospital del Mar Medical Research Institute) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., M.S.-C.), Barcelona; Centro de Investigación Biomédica en Red de Fragilidad y Envejecimiento Saludable (CIBERFES) (M.M.-A., G.O., E.M.A.-U., O.G.-R., G.S.-B., C.M., K.F., M.S.-C.), Madrid; Universitat Pompeu Fabra (M.M.-A., M.S.), Barcelona, Spain; Department of Psychiatry and Neurochemistry (A.B., N.J.A., H.K., H.Z., K.B.), Institute of Neuroscience and Physiology, University of Gothenburg; Clinical Neurochemistry Laboratory (A.B., H.K., H.Z., K.B.), Sahlgrenska University Hospital, Mölndal; Wallenberg Centre for Molecular and Translational Medicine (A.B., N.J.A., H.K.), Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London & Maudsley NHS Foundation (N.J.A.), London, UK; Centro de Investigación Biomédica en Red de Bioingeniería (C.F., J.D.G., A.N.-B., A.P.), Biomateriales y Nanomedicina (CIBER-BBN), Madrid; Centre for Genomic Regulation (CRG) (N.V.-T.), Barcelona Institute for Science and Technology; Department of Clinical Genetics (N.V.-T.), Erasmus MC, University Medical Center Rotterdam, the Netherlands; Servei de Neurologia (O.G.-R., M.S.-C.), Hospital del Mar; Servei de Medicina Nuclear (A.N.-B., A.P.), Hospital Clínic, Barcelona, Spain; Roche Diagnostics GmbH (G.K.), Penzberg, Germany; Roche Diagnostics International Ltd (I.S.), Rotkreuz, Switzerland; UK Dementia Research Institute at UCL (H.Z.), London; Department of Neurodegenerative Disease (H.Z.), UCL Queen Square Institute of Neurology, London, UK; and H. Lundbeck A/S (J.L.M.), Copenhagen, Denmark
| | - Aleix Sala-Vila
- From the Barcelonaβeta Brain Research Center (BBRC) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., N.V.-T., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., K.F., J.L.M., M.S.-C.), Pasqual Maragall Foundation; IMIM (Hospital del Mar Medical Research Institute) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., M.S.-C.), Barcelona; Centro de Investigación Biomédica en Red de Fragilidad y Envejecimiento Saludable (CIBERFES) (M.M.-A., G.O., E.M.A.-U., O.G.-R., G.S.-B., C.M., K.F., M.S.-C.), Madrid; Universitat Pompeu Fabra (M.M.-A., M.S.), Barcelona, Spain; Department of Psychiatry and Neurochemistry (A.B., N.J.A., H.K., H.Z., K.B.), Institute of Neuroscience and Physiology, University of Gothenburg; Clinical Neurochemistry Laboratory (A.B., H.K., H.Z., K.B.), Sahlgrenska University Hospital, Mölndal; Wallenberg Centre for Molecular and Translational Medicine (A.B., N.J.A., H.K.), Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London & Maudsley NHS Foundation (N.J.A.), London, UK; Centro de Investigación Biomédica en Red de Bioingeniería (C.F., J.D.G., A.N.-B., A.P.), Biomateriales y Nanomedicina (CIBER-BBN), Madrid; Centre for Genomic Regulation (CRG) (N.V.-T.), Barcelona Institute for Science and Technology; Department of Clinical Genetics (N.V.-T.), Erasmus MC, University Medical Center Rotterdam, the Netherlands; Servei de Neurologia (O.G.-R., M.S.-C.), Hospital del Mar; Servei de Medicina Nuclear (A.N.-B., A.P.), Hospital Clínic, Barcelona, Spain; Roche Diagnostics GmbH (G.K.), Penzberg, Germany; Roche Diagnostics International Ltd (I.S.), Rotkreuz, Switzerland; UK Dementia Research Institute at UCL (H.Z.), London; Department of Neurodegenerative Disease (H.Z.), UCL Queen Square Institute of Neurology, London, UK; and H. Lundbeck A/S (J.L.M.), Copenhagen, Denmark
| | - Gonzalo Sanchez-Benavides
- From the Barcelonaβeta Brain Research Center (BBRC) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., N.V.-T., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., K.F., J.L.M., M.S.-C.), Pasqual Maragall Foundation; IMIM (Hospital del Mar Medical Research Institute) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., M.S.-C.), Barcelona; Centro de Investigación Biomédica en Red de Fragilidad y Envejecimiento Saludable (CIBERFES) (M.M.-A., G.O., E.M.A.-U., O.G.-R., G.S.-B., C.M., K.F., M.S.-C.), Madrid; Universitat Pompeu Fabra (M.M.-A., M.S.), Barcelona, Spain; Department of Psychiatry and Neurochemistry (A.B., N.J.A., H.K., H.Z., K.B.), Institute of Neuroscience and Physiology, University of Gothenburg; Clinical Neurochemistry Laboratory (A.B., H.K., H.Z., K.B.), Sahlgrenska University Hospital, Mölndal; Wallenberg Centre for Molecular and Translational Medicine (A.B., N.J.A., H.K.), Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London & Maudsley NHS Foundation (N.J.A.), London, UK; Centro de Investigación Biomédica en Red de Bioingeniería (C.F., J.D.G., A.N.-B., A.P.), Biomateriales y Nanomedicina (CIBER-BBN), Madrid; Centre for Genomic Regulation (CRG) (N.V.-T.), Barcelona Institute for Science and Technology; Department of Clinical Genetics (N.V.-T.), Erasmus MC, University Medical Center Rotterdam, the Netherlands; Servei de Neurologia (O.G.-R., M.S.-C.), Hospital del Mar; Servei de Medicina Nuclear (A.N.-B., A.P.), Hospital Clínic, Barcelona, Spain; Roche Diagnostics GmbH (G.K.), Penzberg, Germany; Roche Diagnostics International Ltd (I.S.), Rotkreuz, Switzerland; UK Dementia Research Institute at UCL (H.Z.), London; Department of Neurodegenerative Disease (H.Z.), UCL Queen Square Institute of Neurology, London, UK; and H. Lundbeck A/S (J.L.M.), Copenhagen, Denmark
| | - José María González-de-Echávarri
- From the Barcelonaβeta Brain Research Center (BBRC) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., N.V.-T., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., K.F., J.L.M., M.S.-C.), Pasqual Maragall Foundation; IMIM (Hospital del Mar Medical Research Institute) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., M.S.-C.), Barcelona; Centro de Investigación Biomédica en Red de Fragilidad y Envejecimiento Saludable (CIBERFES) (M.M.-A., G.O., E.M.A.-U., O.G.-R., G.S.-B., C.M., K.F., M.S.-C.), Madrid; Universitat Pompeu Fabra (M.M.-A., M.S.), Barcelona, Spain; Department of Psychiatry and Neurochemistry (A.B., N.J.A., H.K., H.Z., K.B.), Institute of Neuroscience and Physiology, University of Gothenburg; Clinical Neurochemistry Laboratory (A.B., H.K., H.Z., K.B.), Sahlgrenska University Hospital, Mölndal; Wallenberg Centre for Molecular and Translational Medicine (A.B., N.J.A., H.K.), Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London & Maudsley NHS Foundation (N.J.A.), London, UK; Centro de Investigación Biomédica en Red de Bioingeniería (C.F., J.D.G., A.N.-B., A.P.), Biomateriales y Nanomedicina (CIBER-BBN), Madrid; Centre for Genomic Regulation (CRG) (N.V.-T.), Barcelona Institute for Science and Technology; Department of Clinical Genetics (N.V.-T.), Erasmus MC, University Medical Center Rotterdam, the Netherlands; Servei de Neurologia (O.G.-R., M.S.-C.), Hospital del Mar; Servei de Medicina Nuclear (A.N.-B., A.P.), Hospital Clínic, Barcelona, Spain; Roche Diagnostics GmbH (G.K.), Penzberg, Germany; Roche Diagnostics International Ltd (I.S.), Rotkreuz, Switzerland; UK Dementia Research Institute at UCL (H.Z.), London; Department of Neurodegenerative Disease (H.Z.), UCL Queen Square Institute of Neurology, London, UK; and H. Lundbeck A/S (J.L.M.), Copenhagen, Denmark
| | - Carolina Minguillon
- From the Barcelonaβeta Brain Research Center (BBRC) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., N.V.-T., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., K.F., J.L.M., M.S.-C.), Pasqual Maragall Foundation; IMIM (Hospital del Mar Medical Research Institute) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., M.S.-C.), Barcelona; Centro de Investigación Biomédica en Red de Fragilidad y Envejecimiento Saludable (CIBERFES) (M.M.-A., G.O., E.M.A.-U., O.G.-R., G.S.-B., C.M., K.F., M.S.-C.), Madrid; Universitat Pompeu Fabra (M.M.-A., M.S.), Barcelona, Spain; Department of Psychiatry and Neurochemistry (A.B., N.J.A., H.K., H.Z., K.B.), Institute of Neuroscience and Physiology, University of Gothenburg; Clinical Neurochemistry Laboratory (A.B., H.K., H.Z., K.B.), Sahlgrenska University Hospital, Mölndal; Wallenberg Centre for Molecular and Translational Medicine (A.B., N.J.A., H.K.), Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London & Maudsley NHS Foundation (N.J.A.), London, UK; Centro de Investigación Biomédica en Red de Bioingeniería (C.F., J.D.G., A.N.-B., A.P.), Biomateriales y Nanomedicina (CIBER-BBN), Madrid; Centre for Genomic Regulation (CRG) (N.V.-T.), Barcelona Institute for Science and Technology; Department of Clinical Genetics (N.V.-T.), Erasmus MC, University Medical Center Rotterdam, the Netherlands; Servei de Neurologia (O.G.-R., M.S.-C.), Hospital del Mar; Servei de Medicina Nuclear (A.N.-B., A.P.), Hospital Clínic, Barcelona, Spain; Roche Diagnostics GmbH (G.K.), Penzberg, Germany; Roche Diagnostics International Ltd (I.S.), Rotkreuz, Switzerland; UK Dementia Research Institute at UCL (H.Z.), London; Department of Neurodegenerative Disease (H.Z.), UCL Queen Square Institute of Neurology, London, UK; and H. Lundbeck A/S (J.L.M.), Copenhagen, Denmark
| | - Karine Fauria
- From the Barcelonaβeta Brain Research Center (BBRC) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., N.V.-T., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., K.F., J.L.M., M.S.-C.), Pasqual Maragall Foundation; IMIM (Hospital del Mar Medical Research Institute) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., M.S.-C.), Barcelona; Centro de Investigación Biomédica en Red de Fragilidad y Envejecimiento Saludable (CIBERFES) (M.M.-A., G.O., E.M.A.-U., O.G.-R., G.S.-B., C.M., K.F., M.S.-C.), Madrid; Universitat Pompeu Fabra (M.M.-A., M.S.), Barcelona, Spain; Department of Psychiatry and Neurochemistry (A.B., N.J.A., H.K., H.Z., K.B.), Institute of Neuroscience and Physiology, University of Gothenburg; Clinical Neurochemistry Laboratory (A.B., H.K., H.Z., K.B.), Sahlgrenska University Hospital, Mölndal; Wallenberg Centre for Molecular and Translational Medicine (A.B., N.J.A., H.K.), Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London & Maudsley NHS Foundation (N.J.A.), London, UK; Centro de Investigación Biomédica en Red de Bioingeniería (C.F., J.D.G., A.N.-B., A.P.), Biomateriales y Nanomedicina (CIBER-BBN), Madrid; Centre for Genomic Regulation (CRG) (N.V.-T.), Barcelona Institute for Science and Technology; Department of Clinical Genetics (N.V.-T.), Erasmus MC, University Medical Center Rotterdam, the Netherlands; Servei de Neurologia (O.G.-R., M.S.-C.), Hospital del Mar; Servei de Medicina Nuclear (A.N.-B., A.P.), Hospital Clínic, Barcelona, Spain; Roche Diagnostics GmbH (G.K.), Penzberg, Germany; Roche Diagnostics International Ltd (I.S.), Rotkreuz, Switzerland; UK Dementia Research Institute at UCL (H.Z.), London; Department of Neurodegenerative Disease (H.Z.), UCL Queen Square Institute of Neurology, London, UK; and H. Lundbeck A/S (J.L.M.), Copenhagen, Denmark
| | - Aida Niñerola-Baizán
- From the Barcelonaβeta Brain Research Center (BBRC) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., N.V.-T., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., K.F., J.L.M., M.S.-C.), Pasqual Maragall Foundation; IMIM (Hospital del Mar Medical Research Institute) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., M.S.-C.), Barcelona; Centro de Investigación Biomédica en Red de Fragilidad y Envejecimiento Saludable (CIBERFES) (M.M.-A., G.O., E.M.A.-U., O.G.-R., G.S.-B., C.M., K.F., M.S.-C.), Madrid; Universitat Pompeu Fabra (M.M.-A., M.S.), Barcelona, Spain; Department of Psychiatry and Neurochemistry (A.B., N.J.A., H.K., H.Z., K.B.), Institute of Neuroscience and Physiology, University of Gothenburg; Clinical Neurochemistry Laboratory (A.B., H.K., H.Z., K.B.), Sahlgrenska University Hospital, Mölndal; Wallenberg Centre for Molecular and Translational Medicine (A.B., N.J.A., H.K.), Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London & Maudsley NHS Foundation (N.J.A.), London, UK; Centro de Investigación Biomédica en Red de Bioingeniería (C.F., J.D.G., A.N.-B., A.P.), Biomateriales y Nanomedicina (CIBER-BBN), Madrid; Centre for Genomic Regulation (CRG) (N.V.-T.), Barcelona Institute for Science and Technology; Department of Clinical Genetics (N.V.-T.), Erasmus MC, University Medical Center Rotterdam, the Netherlands; Servei de Neurologia (O.G.-R., M.S.-C.), Hospital del Mar; Servei de Medicina Nuclear (A.N.-B., A.P.), Hospital Clínic, Barcelona, Spain; Roche Diagnostics GmbH (G.K.), Penzberg, Germany; Roche Diagnostics International Ltd (I.S.), Rotkreuz, Switzerland; UK Dementia Research Institute at UCL (H.Z.), London; Department of Neurodegenerative Disease (H.Z.), UCL Queen Square Institute of Neurology, London, UK; and H. Lundbeck A/S (J.L.M.), Copenhagen, Denmark
| | - Andrés Perissinotti
- From the Barcelonaβeta Brain Research Center (BBRC) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., N.V.-T., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., K.F., J.L.M., M.S.-C.), Pasqual Maragall Foundation; IMIM (Hospital del Mar Medical Research Institute) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., M.S.-C.), Barcelona; Centro de Investigación Biomédica en Red de Fragilidad y Envejecimiento Saludable (CIBERFES) (M.M.-A., G.O., E.M.A.-U., O.G.-R., G.S.-B., C.M., K.F., M.S.-C.), Madrid; Universitat Pompeu Fabra (M.M.-A., M.S.), Barcelona, Spain; Department of Psychiatry and Neurochemistry (A.B., N.J.A., H.K., H.Z., K.B.), Institute of Neuroscience and Physiology, University of Gothenburg; Clinical Neurochemistry Laboratory (A.B., H.K., H.Z., K.B.), Sahlgrenska University Hospital, Mölndal; Wallenberg Centre for Molecular and Translational Medicine (A.B., N.J.A., H.K.), Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London & Maudsley NHS Foundation (N.J.A.), London, UK; Centro de Investigación Biomédica en Red de Bioingeniería (C.F., J.D.G., A.N.-B., A.P.), Biomateriales y Nanomedicina (CIBER-BBN), Madrid; Centre for Genomic Regulation (CRG) (N.V.-T.), Barcelona Institute for Science and Technology; Department of Clinical Genetics (N.V.-T.), Erasmus MC, University Medical Center Rotterdam, the Netherlands; Servei de Neurologia (O.G.-R., M.S.-C.), Hospital del Mar; Servei de Medicina Nuclear (A.N.-B., A.P.), Hospital Clínic, Barcelona, Spain; Roche Diagnostics GmbH (G.K.), Penzberg, Germany; Roche Diagnostics International Ltd (I.S.), Rotkreuz, Switzerland; UK Dementia Research Institute at UCL (H.Z.), London; Department of Neurodegenerative Disease (H.Z.), UCL Queen Square Institute of Neurology, London, UK; and H. Lundbeck A/S (J.L.M.), Copenhagen, Denmark
| | - Gwendlyn Kollmorgen
- From the Barcelonaβeta Brain Research Center (BBRC) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., N.V.-T., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., K.F., J.L.M., M.S.-C.), Pasqual Maragall Foundation; IMIM (Hospital del Mar Medical Research Institute) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., M.S.-C.), Barcelona; Centro de Investigación Biomédica en Red de Fragilidad y Envejecimiento Saludable (CIBERFES) (M.M.-A., G.O., E.M.A.-U., O.G.-R., G.S.-B., C.M., K.F., M.S.-C.), Madrid; Universitat Pompeu Fabra (M.M.-A., M.S.), Barcelona, Spain; Department of Psychiatry and Neurochemistry (A.B., N.J.A., H.K., H.Z., K.B.), Institute of Neuroscience and Physiology, University of Gothenburg; Clinical Neurochemistry Laboratory (A.B., H.K., H.Z., K.B.), Sahlgrenska University Hospital, Mölndal; Wallenberg Centre for Molecular and Translational Medicine (A.B., N.J.A., H.K.), Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London & Maudsley NHS Foundation (N.J.A.), London, UK; Centro de Investigación Biomédica en Red de Bioingeniería (C.F., J.D.G., A.N.-B., A.P.), Biomateriales y Nanomedicina (CIBER-BBN), Madrid; Centre for Genomic Regulation (CRG) (N.V.-T.), Barcelona Institute for Science and Technology; Department of Clinical Genetics (N.V.-T.), Erasmus MC, University Medical Center Rotterdam, the Netherlands; Servei de Neurologia (O.G.-R., M.S.-C.), Hospital del Mar; Servei de Medicina Nuclear (A.N.-B., A.P.), Hospital Clínic, Barcelona, Spain; Roche Diagnostics GmbH (G.K.), Penzberg, Germany; Roche Diagnostics International Ltd (I.S.), Rotkreuz, Switzerland; UK Dementia Research Institute at UCL (H.Z.), London; Department of Neurodegenerative Disease (H.Z.), UCL Queen Square Institute of Neurology, London, UK; and H. Lundbeck A/S (J.L.M.), Copenhagen, Denmark
| | - Ivonne Suridjan
- From the Barcelonaβeta Brain Research Center (BBRC) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., N.V.-T., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., K.F., J.L.M., M.S.-C.), Pasqual Maragall Foundation; IMIM (Hospital del Mar Medical Research Institute) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., M.S.-C.), Barcelona; Centro de Investigación Biomédica en Red de Fragilidad y Envejecimiento Saludable (CIBERFES) (M.M.-A., G.O., E.M.A.-U., O.G.-R., G.S.-B., C.M., K.F., M.S.-C.), Madrid; Universitat Pompeu Fabra (M.M.-A., M.S.), Barcelona, Spain; Department of Psychiatry and Neurochemistry (A.B., N.J.A., H.K., H.Z., K.B.), Institute of Neuroscience and Physiology, University of Gothenburg; Clinical Neurochemistry Laboratory (A.B., H.K., H.Z., K.B.), Sahlgrenska University Hospital, Mölndal; Wallenberg Centre for Molecular and Translational Medicine (A.B., N.J.A., H.K.), Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London & Maudsley NHS Foundation (N.J.A.), London, UK; Centro de Investigación Biomédica en Red de Bioingeniería (C.F., J.D.G., A.N.-B., A.P.), Biomateriales y Nanomedicina (CIBER-BBN), Madrid; Centre for Genomic Regulation (CRG) (N.V.-T.), Barcelona Institute for Science and Technology; Department of Clinical Genetics (N.V.-T.), Erasmus MC, University Medical Center Rotterdam, the Netherlands; Servei de Neurologia (O.G.-R., M.S.-C.), Hospital del Mar; Servei de Medicina Nuclear (A.N.-B., A.P.), Hospital Clínic, Barcelona, Spain; Roche Diagnostics GmbH (G.K.), Penzberg, Germany; Roche Diagnostics International Ltd (I.S.), Rotkreuz, Switzerland; UK Dementia Research Institute at UCL (H.Z.), London; Department of Neurodegenerative Disease (H.Z.), UCL Queen Square Institute of Neurology, London, UK; and H. Lundbeck A/S (J.L.M.), Copenhagen, Denmark
| | - Henrik Zetterberg
- From the Barcelonaβeta Brain Research Center (BBRC) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., N.V.-T., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., K.F., J.L.M., M.S.-C.), Pasqual Maragall Foundation; IMIM (Hospital del Mar Medical Research Institute) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., M.S.-C.), Barcelona; Centro de Investigación Biomédica en Red de Fragilidad y Envejecimiento Saludable (CIBERFES) (M.M.-A., G.O., E.M.A.-U., O.G.-R., G.S.-B., C.M., K.F., M.S.-C.), Madrid; Universitat Pompeu Fabra (M.M.-A., M.S.), Barcelona, Spain; Department of Psychiatry and Neurochemistry (A.B., N.J.A., H.K., H.Z., K.B.), Institute of Neuroscience and Physiology, University of Gothenburg; Clinical Neurochemistry Laboratory (A.B., H.K., H.Z., K.B.), Sahlgrenska University Hospital, Mölndal; Wallenberg Centre for Molecular and Translational Medicine (A.B., N.J.A., H.K.), Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London & Maudsley NHS Foundation (N.J.A.), London, UK; Centro de Investigación Biomédica en Red de Bioingeniería (C.F., J.D.G., A.N.-B., A.P.), Biomateriales y Nanomedicina (CIBER-BBN), Madrid; Centre for Genomic Regulation (CRG) (N.V.-T.), Barcelona Institute for Science and Technology; Department of Clinical Genetics (N.V.-T.), Erasmus MC, University Medical Center Rotterdam, the Netherlands; Servei de Neurologia (O.G.-R., M.S.-C.), Hospital del Mar; Servei de Medicina Nuclear (A.N.-B., A.P.), Hospital Clínic, Barcelona, Spain; Roche Diagnostics GmbH (G.K.), Penzberg, Germany; Roche Diagnostics International Ltd (I.S.), Rotkreuz, Switzerland; UK Dementia Research Institute at UCL (H.Z.), London; Department of Neurodegenerative Disease (H.Z.), UCL Queen Square Institute of Neurology, London, UK; and H. Lundbeck A/S (J.L.M.), Copenhagen, Denmark
| | - José Luis Molinuevo
- From the Barcelonaβeta Brain Research Center (BBRC) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., N.V.-T., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., K.F., J.L.M., M.S.-C.), Pasqual Maragall Foundation; IMIM (Hospital del Mar Medical Research Institute) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., M.S.-C.), Barcelona; Centro de Investigación Biomédica en Red de Fragilidad y Envejecimiento Saludable (CIBERFES) (M.M.-A., G.O., E.M.A.-U., O.G.-R., G.S.-B., C.M., K.F., M.S.-C.), Madrid; Universitat Pompeu Fabra (M.M.-A., M.S.), Barcelona, Spain; Department of Psychiatry and Neurochemistry (A.B., N.J.A., H.K., H.Z., K.B.), Institute of Neuroscience and Physiology, University of Gothenburg; Clinical Neurochemistry Laboratory (A.B., H.K., H.Z., K.B.), Sahlgrenska University Hospital, Mölndal; Wallenberg Centre for Molecular and Translational Medicine (A.B., N.J.A., H.K.), Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London & Maudsley NHS Foundation (N.J.A.), London, UK; Centro de Investigación Biomédica en Red de Bioingeniería (C.F., J.D.G., A.N.-B., A.P.), Biomateriales y Nanomedicina (CIBER-BBN), Madrid; Centre for Genomic Regulation (CRG) (N.V.-T.), Barcelona Institute for Science and Technology; Department of Clinical Genetics (N.V.-T.), Erasmus MC, University Medical Center Rotterdam, the Netherlands; Servei de Neurologia (O.G.-R., M.S.-C.), Hospital del Mar; Servei de Medicina Nuclear (A.N.-B., A.P.), Hospital Clínic, Barcelona, Spain; Roche Diagnostics GmbH (G.K.), Penzberg, Germany; Roche Diagnostics International Ltd (I.S.), Rotkreuz, Switzerland; UK Dementia Research Institute at UCL (H.Z.), London; Department of Neurodegenerative Disease (H.Z.), UCL Queen Square Institute of Neurology, London, UK; and H. Lundbeck A/S (J.L.M.), Copenhagen, Denmark
| | - Kaj Blennow
- From the Barcelonaβeta Brain Research Center (BBRC) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., N.V.-T., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., K.F., J.L.M., M.S.-C.), Pasqual Maragall Foundation; IMIM (Hospital del Mar Medical Research Institute) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., M.S.-C.), Barcelona; Centro de Investigación Biomédica en Red de Fragilidad y Envejecimiento Saludable (CIBERFES) (M.M.-A., G.O., E.M.A.-U., O.G.-R., G.S.-B., C.M., K.F., M.S.-C.), Madrid; Universitat Pompeu Fabra (M.M.-A., M.S.), Barcelona, Spain; Department of Psychiatry and Neurochemistry (A.B., N.J.A., H.K., H.Z., K.B.), Institute of Neuroscience and Physiology, University of Gothenburg; Clinical Neurochemistry Laboratory (A.B., H.K., H.Z., K.B.), Sahlgrenska University Hospital, Mölndal; Wallenberg Centre for Molecular and Translational Medicine (A.B., N.J.A., H.K.), Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London & Maudsley NHS Foundation (N.J.A.), London, UK; Centro de Investigación Biomédica en Red de Bioingeniería (C.F., J.D.G., A.N.-B., A.P.), Biomateriales y Nanomedicina (CIBER-BBN), Madrid; Centre for Genomic Regulation (CRG) (N.V.-T.), Barcelona Institute for Science and Technology; Department of Clinical Genetics (N.V.-T.), Erasmus MC, University Medical Center Rotterdam, the Netherlands; Servei de Neurologia (O.G.-R., M.S.-C.), Hospital del Mar; Servei de Medicina Nuclear (A.N.-B., A.P.), Hospital Clínic, Barcelona, Spain; Roche Diagnostics GmbH (G.K.), Penzberg, Germany; Roche Diagnostics International Ltd (I.S.), Rotkreuz, Switzerland; UK Dementia Research Institute at UCL (H.Z.), London; Department of Neurodegenerative Disease (H.Z.), UCL Queen Square Institute of Neurology, London, UK; and H. Lundbeck A/S (J.L.M.), Copenhagen, Denmark
| | - Marc Suárez-Calvet
- From the Barcelonaβeta Brain Research Center (BBRC) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., N.V.-T., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., K.F., J.L.M., M.S.-C.), Pasqual Maragall Foundation; IMIM (Hospital del Mar Medical Research Institute) (M.M.-A., M.S., G.O., G.S., C.F., J.D.G., E.M.A.-U., O.G.-R., A.S.-V., G.S.-B., J.M.G.-d-E., C.M., M.S.-C.), Barcelona; Centro de Investigación Biomédica en Red de Fragilidad y Envejecimiento Saludable (CIBERFES) (M.M.-A., G.O., E.M.A.-U., O.G.-R., G.S.-B., C.M., K.F., M.S.-C.), Madrid; Universitat Pompeu Fabra (M.M.-A., M.S.), Barcelona, Spain; Department of Psychiatry and Neurochemistry (A.B., N.J.A., H.K., H.Z., K.B.), Institute of Neuroscience and Physiology, University of Gothenburg; Clinical Neurochemistry Laboratory (A.B., H.K., H.Z., K.B.), Sahlgrenska University Hospital, Mölndal; Wallenberg Centre for Molecular and Translational Medicine (A.B., N.J.A., H.K.), Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London & Maudsley NHS Foundation (N.J.A.), London, UK; Centro de Investigación Biomédica en Red de Bioingeniería (C.F., J.D.G., A.N.-B., A.P.), Biomateriales y Nanomedicina (CIBER-BBN), Madrid; Centre for Genomic Regulation (CRG) (N.V.-T.), Barcelona Institute for Science and Technology; Department of Clinical Genetics (N.V.-T.), Erasmus MC, University Medical Center Rotterdam, the Netherlands; Servei de Neurologia (O.G.-R., M.S.-C.), Hospital del Mar; Servei de Medicina Nuclear (A.N.-B., A.P.), Hospital Clínic, Barcelona, Spain; Roche Diagnostics GmbH (G.K.), Penzberg, Germany; Roche Diagnostics International Ltd (I.S.), Rotkreuz, Switzerland; UK Dementia Research Institute at UCL (H.Z.), London; Department of Neurodegenerative Disease (H.Z.), UCL Queen Square Institute of Neurology, London, UK; and H. Lundbeck A/S (J.L.M.), Copenhagen, Denmark.
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Depichering the Effects of Astragaloside IV on AD-Like Phenotypes: A Systematic and Experimental Investigation. OXIDATIVE MEDICINE AND CELLULAR LONGEVITY 2021; 2021:1020614. [PMID: 34616501 PMCID: PMC8487832 DOI: 10.1155/2021/1020614] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/25/2021] [Revised: 08/14/2021] [Accepted: 08/30/2021] [Indexed: 12/21/2022]
Abstract
Astragaloside IV (AS-IV) is an active component in Astragalus membranaceus with the potential to treat neurodegenerative diseases, especially Alzheimer's diseases (ADs). However, its mechanisms are still not known. Herein, we aimed to explore the systematic pharmacological mechanism of AS-IV for treating AD. Drug prediction, network pharmacology, and functional bioinformatics analyses were conducted. Molecular docking was applied to validate reliability of the interactions and binding affinities between AS-IV and related targets. Finally, experimental verification was carried out in AβO infusion produced AD-like phenotypes to investigate the molecular mechanisms. We found that AS-IV works through a multitarget synergistic mechanism, including inflammation, nervous system, cell proliferation, apoptosis, pyroptosis, calcium ion, and steroid. AS-IV highly interacted with PPARγ, caspase-1, GSK3Β, PSEN1, and TRPV1 after docking simulations. Meanwhile, PPARγ interacts with caspase-1, GSK3Β, PSEN1, and TRPV1. In vivo experiments showed that AβO infusion produced AD-like phenotypes in mice, including impairment of fear memory, neuronal loss, tau hyperphosphorylation, neuroinflammation, and synaptic deficits in the hippocampus. Especially, the expression of PPARγ, as well as BDNF, was also reduced in the hippocampus of AD-like mice. Conversely, AS-IV improved AβO infusion-induced memory impairment, inhibited neuronal loss and the phosphorylation of tau, and prevented the synaptic deficits. AS-IV prevented AβO infusion-induced reduction of PPARγ and BDNF. Moreover, the inhibition of PPARγ attenuated the effects of AS-IV on BDNF, neuroflammation, and pyroptosis in AD-like mice. Taken together, AS-IV could prevent AD-like phenotypes and reduce tau hyperphosphorylation, synaptic deficits, neuroinflammation, and pyroptosis, possibly via regulating PPARγ.
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