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Farrell ME, Thibault EG, Becker JA, Price JC, Healy BC, Hanseeuw BJ, Buckley RF, Jacobs HIL, Schultz AP, Chen CD, Sperling RA, Johnson KA. Spatial extent as a sensitive amyloid-PET metric in preclinical Alzheimer's disease. Alzheimers Dement 2024. [PMID: 38988055 DOI: 10.1002/alz.14036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Revised: 05/03/2024] [Accepted: 05/06/2024] [Indexed: 07/12/2024]
Abstract
INTRODUCTION Spatial extent-based measures of how far amyloid beta (Aβ) has spread throughout the neocortex may be more sensitive than traditional Aβ-positron emission tomography (PET) measures of Aβ level for detecting early Aβ deposits in preclinical Alzheimer's disease (AD) and improve understanding of Aβ's association with tau proliferation and cognitive decline. METHODS Pittsburgh Compound-B (PIB)-PET scans from 261 cognitively unimpaired older adults from the Harvard Aging Brain Study were used to measure Aβ level (LVL; neocortical PIB DVR) and spatial extent (EXT), calculated as the proportion of the neocortex that is PIB+. RESULTS EXT enabled earlier detection of Aβ deposits longitudinally confirmed to reach a traditional LVL-based threshold for Aβ+ within 5 years. EXT improved prediction of cognitive decline (Preclinical Alzheimer Cognitive Composite) and tau proliferation (flortaucipir-PET) over LVL. DISCUSSION These findings indicate EXT may be more sensitive to Aβ's role in preclinical AD than level and improve targeting of individuals for AD prevention trials. HIGHLIGHTS Aβ spatial extent (EXT) was measured as the percentage of the neocortex with elevated Pittsburgh Compound-B. Aβ EXT improved detection of Aβ below traditional PET thresholds. Early regional Aβ deposits were spatially heterogeneous. Cognition and tau were more closely tied to Aβ EXT than Aβ level. Neocortical tau onset aligned with reaching widespread neocortical Aβ.
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Affiliation(s)
- Michelle E Farrell
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Emma G Thibault
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - J Alex Becker
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Julie C Price
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Brian C Healy
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Biostatistics Center, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Bernard J Hanseeuw
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Department of Neurology, Cliniques Universitaires Saint-Luc, Université Catholique de Louvain, Bruxelles, Belgium
| | - Rachel F Buckley
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Melbourne School of Psychological Sciences, University of Melbourne, Melbourne, Victoria, Australia
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Heidi I L Jacobs
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Aaron P Schultz
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Charles D Chen
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Reisa A Sperling
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Keith A Johnson
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
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Nilsson J, Pichet Binette A, Palmqvist S, Brum WS, Janelidze S, Ashton NJ, Spotorno N, Stomrud E, Gobom J, Zetterberg H, Brinkmalm A, Blennow K, Hansson O. Cerebrospinal fluid biomarker panel for synaptic dysfunction in a broad spectrum of neurodegenerative diseases. Brain 2024; 147:2414-2427. [PMID: 38325331 PMCID: PMC11224614 DOI: 10.1093/brain/awae032] [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: 08/30/2023] [Revised: 12/31/2023] [Accepted: 01/21/2024] [Indexed: 02/09/2024] Open
Abstract
Synaptic dysfunction and degeneration is likely the key pathophysiology for the progression of cognitive decline in various dementia disorders. Synaptic status can be monitored by measuring synaptic proteins in CSF. In this study, both known and new synaptic proteins were investigated and compared as potential biomarkers of synaptic dysfunction, particularly in the context of Alzheimer's disease (AD). Seventeen synaptic proteins were quantified in CSF using two different targeted mass spectrometry assays in the prospective Swedish BioFINDER-2 study. The study included 958 individuals, characterized as having mild cognitive impairment (MCI, n = 205), AD dementia (n = 149) and a spectrum of other neurodegenerative diseases (n = 171), in addition to cognitively unimpaired individuals (CU, n = 443). Synaptic protein levels were compared between diagnostic groups and their associations with cognitive decline and key neuroimaging measures (amyloid-β-PET, tau-PET and cortical thickness) were assessed. Among the 17 synaptic proteins examined, 14 were specifically elevated in the AD continuum. SNAP-25, 14-3-3 zeta/delta, β-synuclein, and neurogranin exhibited the highest discriminatory accuracy in differentiating AD dementia from controls (areas under the curve = 0.81-0.93). SNAP-25 and 14-3-3 zeta/delta also had the strongest associations with tau-PET, amyloid-β-PET and cortical thickness at baseline and were associated with longitudinal changes in these imaging biomarkers [β(standard error, SE) = -0.056(0.0006) to 0.058(0.005), P < 0.0001]. SNAP-25 was the strongest predictor of progression to AD dementia in non-demented individuals (hazard ratio = 2.11). In contrast, neuronal pentraxins were decreased in all neurodegenerative diseases (except for Parkinson's disease), and NPTX2 showed the strongest associations with subsequent cognitive decline [longitudinal Mini-Mental State Examination: β(SE) = 0.57(0.1), P ≤ 0.0001; and mPACC: β(SE) = 0.095(0.024), P ≤ 0.001] across the AD continuum. Interestingly, utilizing a ratio of the proteins that displayed higher levels in AD, such as SNAP-25 or 14-3-3 zeta/delta, over NPTX2 improved the biomarkers' associations with cognitive decline and brain atrophy. We found 14-3-3 zeta/delta and SNAP-25 to be especially promising as synaptic biomarkers of pathophysiological changes in AD. Neuronal pentraxins were identified as general indicators of neurodegeneration and associated with cognitive decline across various neurodegenerative dementias. Cognitive decline and brain atrophy were best predicted by ratios of SNAP-25/NPTX2 and 14-3-3 zeta/delta/NPTX2.
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Affiliation(s)
- Johanna Nilsson
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, S-431 80 Mölndal, Sweden
| | - Alexa Pichet Binette
- Clinical Memory Research Unit, Department of Clinical Sciences, Malmö, Lund University, 211 46 Malmö, Sweden
| | - Sebastian Palmqvist
- Clinical Memory Research Unit, Department of Clinical Sciences, Malmö, Lund University, 211 46 Malmö, Sweden
- Memory Clinic, Skåne University Hospital, 205 02 Malmö, Sweden
| | - Wagner S Brum
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, S-431 80 Mölndal, Sweden
- Graduate Program in Biological Sciences: Biochemistry, Department of Biochemistry, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre 90035-003, Brazil
| | - Shorena Janelidze
- Clinical Memory Research Unit, Department of Clinical Sciences, Malmö, Lund University, 211 46 Malmö, Sweden
| | - Nicholas J Ashton
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, S-431 80 Mölndal, Sweden
- Centre for Age-Related Medicine, Stavanger University Hospital, 4011 Stavanger, Norway
- Department of Old Age Psychiatry, Maurice Wohl Clinical Neuroscience Institute, King’s College London, London SE5 9RX, UK
- NIHR Maudsley Biomedical Research Centre, South London and Maudsley NHS Foundation Trust, London SE5 8AF, UK
| | - Nicola Spotorno
- Clinical Memory Research Unit, Department of Clinical Sciences, Malmö, Lund University, 211 46 Malmö, Sweden
| | - Erik Stomrud
- Clinical Memory Research Unit, Department of Clinical Sciences, Malmö, Lund University, 211 46 Malmö, Sweden
- Memory Clinic, Skåne University Hospital, 205 02 Malmö, Sweden
| | - Johan Gobom
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, S-431 80 Mölndal, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, 431 30 Mölndal, Sweden
| | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, S-431 80 Mölndal, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, 431 30 Mölndal, Sweden
- Fluid Biomarker Laboratory, UK Dementia Research Institute at UCL, London WC1E 6BT, UK
- Department of Neurodegenerative Disease, UCL Institute of Neurology, London WC1N 3BG, 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, USA
| | - Ann Brinkmalm
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, S-431 80 Mölndal, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, 431 30 Mölndal, Sweden
| | - Kaj Blennow
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, S-431 80 Mölndal, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, 431 30 Mölndal, Sweden
- Paris Brain Institute, ICM, Pitié-Salpêtrière Hospital, Sorbonne University, 75646 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 230036, P.R. China
| | - Oskar Hansson
- Clinical Memory Research Unit, Department of Clinical Sciences, Malmö, Lund University, 211 46 Malmö, Sweden
- Memory Clinic, Skåne University Hospital, 205 02 Malmö, Sweden
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Boyle R, Townsend DL, Klinger HM, Scanlon CE, Yuan Z, Coughlan GT, Seto M, Shirzadi Z, Yau WYW, Jutten RJ, Schneider C, Farrell ME, Hanseeuw BJ, Mormino EC, Yang HS, Papp KV, Amariglio RE, Jacobs HIL, Price JC, Chhatwal JP, Schultz AP, Properzi MJ, Rentz DM, Johnson KA, Sperling RA, Hohman TJ, Donohue MC, Buckley RF. Identifying longitudinal cognitive resilience from cross-sectional amyloid, tau, and neurodegeneration. Alzheimers Res Ther 2024; 16:148. [PMID: 38961512 PMCID: PMC11220971 DOI: 10.1186/s13195-024-01510-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Accepted: 06/20/2024] [Indexed: 07/05/2024]
Abstract
BACKGROUND Leveraging Alzheimer's disease (AD) imaging biomarkers and longitudinal cognitive data may allow us to establish evidence of cognitive resilience (CR) to AD pathology in-vivo. Here, we applied latent class mixture modeling, adjusting for sex, baseline age, and neuroimaging biomarkers of amyloid, tau and neurodegeneration, to a sample of cognitively unimpaired older adults to identify longitudinal trajectories of CR. METHODS We identified 200 Harvard Aging Brain Study (HABS) participants (mean age = 71.89 years, SD = 9.41 years, 59% women) who were cognitively unimpaired at baseline with 2 or more timepoints of cognitive assessment following a single amyloid-PET, tau-PET and structural MRI. We examined latent class mixture models with longitudinal cognition as the dependent variable and time from baseline, baseline age, sex, neocortical Aβ, entorhinal tau, and adjusted hippocampal volume as independent variables. We then examined group differences in CR-related factors across the identified subgroups from a favored model. Finally, we applied our favored model to a dataset from the Alzheimer's Disease Neuroimaging Initiative (ADNI; n = 160, mean age = 73.9 years, SD = 7.6 years, 60% women). RESULTS The favored model identified 3 latent subgroups, which we labelled as Normal (71% of HABS sample), Resilient (22.5%) and Declining (6.5%) subgroups. The Resilient subgroup exhibited higher baseline cognitive performance and a stable cognitive slope. They were differentiated from other groups by higher levels of verbal intelligence and past cognitive activity. In ADNI, this model identified a larger Normal subgroup (88.1%), a smaller Resilient subgroup (6.3%) and a Declining group (5.6%) with a lower cognitive baseline. CONCLUSION These findings demonstrate the value of data-driven approaches to identify longitudinal CR groups in preclinical AD. With such an approach, we identified a CR subgroup who reflected expected characteristics based on previous literature, higher levels of verbal intelligence and past cognitive activity.
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Affiliation(s)
- Rory Boyle
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Diana L Townsend
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Hannah M Klinger
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Catherine E Scanlon
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Ziwen Yuan
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Gillian T Coughlan
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Mabel Seto
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Zahra Shirzadi
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Wai-Ying Wendy Yau
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Roos J Jutten
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Christoph Schneider
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Michelle E Farrell
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Bernard J Hanseeuw
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Department of Neurology, Institute of Neuroscience, Cliniques Universitaires SaintLuc, Université Catholique de Louvain, Brussels, Belgium
| | - Elizabeth C Mormino
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
- Wu Tsai Neuroscience Institute, Stanford, CA, USA
| | - Hyun-Sik Yang
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Kathryn V Papp
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Rebecca E Amariglio
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Heidi I L Jacobs
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Faculty of Health, Medicine and Life Sciences, School for Mental Health and Neuroscience, Alzheimer Centre Limburg, Maastricht University, Maastricht, The Netherlands
| | - Julie C Price
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Jasmeer P Chhatwal
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Aaron P Schultz
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Michael J Properzi
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Dorene M Rentz
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Keith A Johnson
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Reisa A Sperling
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Timothy J Hohman
- Department of Neurology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Michael C Donohue
- Alzheimer's Therapeutic Research Institute, University of Southern California, San Diego, CA, USA
| | - Rachel F Buckley
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
- Melbourne School of Psychological Sciences, University of Melbourne, Melbourne, VIC, Australia.
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McKay NS, Millar PR, Nicosia J, Aschenbrenner AJ, Gordon BA, Benzinger TLS, Cruchaga CC, Schindler SE, Morris JC, Hassenstab J. Pick a PACC: Comparing domain-specific and general cognitive composites in Alzheimer disease research. Neuropsychology 2024; 38:443-464. [PMID: 38602816 PMCID: PMC11176005 DOI: 10.1037/neu0000949] [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] [Indexed: 04/13/2024] Open
Abstract
OBJECTIVE We aimed to illustrate how complex cognitive data can be used to create domain-specific and general cognitive composites relevant to Alzheimer disease research. METHOD Using equipercentile equating, we combined data from the Charles F. and Joanne Knight Alzheimer Disease Research Center that spanned multiple iterations of the Uniform Data Set. Exploratory factor analyses revealed four domain-specific composites representing episodic memory, semantic memory, working memory, and attention/processing speed. The previously defined preclinical Alzheimer disease cognitive composite (PACC) and a novel alternative, the Knight-PACC, were also computed alongside a global composite comprising all available tests. These three composites allowed us to compare the usefulness of domain and general composites in the context of predicting common Alzheimer disease biomarkers. RESULTS General composites slightly outperformed domain-specific metrics in predicting imaging-derived amyloid, tau, and neurodegeneration burden. Power analyses revealed that the global, Knight-PACC, and attention and processing speed composites would require the smallest sample sizes to detect cognitive change in a clinical trial, while the Alzheimer Disease Cooperative Study-PACC required two to three times as many participants. CONCLUSIONS Analyses of cognition with the Knight-PACC and our domain-specific composites offer researchers flexibility by providing validated outcome assessments that can equate across test versions to answer a wide range of questions regarding cognitive decline in normal aging and neurodegenerative disease. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
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Whitfield T, Chouliaras L, Morrell R, Rubio D, Radford D, Marchant NL, Walker Z. The criteria used to rule out mild cognitive impairment impact dementia incidence rates in subjective cognitive decline. Alzheimers Res Ther 2024; 16:142. [PMID: 38943160 PMCID: PMC11212190 DOI: 10.1186/s13195-024-01516-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Accepted: 06/23/2024] [Indexed: 07/01/2024]
Abstract
BACKGROUND The research criteria for subjective cognitive decline (SCD) exclude mild cognitive impairment (MCI), but do not stipulate the use of specific MCI criteria. This study compared different approaches to defining (i.e., excluding) MCI during the ascertainment of SCD, focusing on the impact on dementia incidence rates in SCD. METHODS This cohort study utilized routine healthcare data collected in the Essex Memory Clinic from 1999 to 2023. Two different operationalizations of the SCD criteria were used to categorize the cohort into two SCD patient samples. One sample was based on local clinical practice - MCI was excluded according to the Winblad criteria (this sample was termed SCDWinblad). The other sample was created via the retrospective application of the Jak/Bondi criteria for the exclusion of MCI (termed SCDJak/Bondi). Only patients aged ≥ 55 years at baseline with ≥ 12 months follow-up were considered for inclusion. The initial clinical/demographic characteristics of the samples were compared. Rates of incident dementia were calculated for each sample, and unadjusted and Mantel-Haenszel-adjusted incidence rate ratios were calculated to compare dementia incidence between the SCD samples. RESULTS The Essex Memory Clinic database included 2,233 patients in total. The SCD and study eligibility criteria were used to select SCDWinblad (n = 86) and SCDJak/Bondi (n = 185) samples from the database. Median follow-up (3 years) did not differ between the two samples. The SCDJak/Bondi sample was significantly older than the SCDWinblad at first assessment (median age: 74 versus 70 years) and had poorer scores on tests of global cognition, immediate and delayed verbal recall, and category fluency. Following adjustment for age, the dementia incidence rate ratio [95% confidence interval] was 3.7 [1.5 to 9.3], indicating a significantly greater rate of progression to dementia in SCDJak/Bondi. CONCLUSIONS This study highlights that the approach used to ascertain SCD has important implications for both SCD phenotypes and prognosis. This underscores the importance of how MCI is operationalized within SCD studies. More broadly, the findings add to a growing body of work indicating that objective cognition should not be overlooked in SCD, and offer a potential explanation for the heterogeneity across the SCD prognostic literature.
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Affiliation(s)
- Tim Whitfield
- Division of Psychiatry, University College London, London, UK.
| | - Leonidas Chouliaras
- Department of Psychiatry, University of Cambridge School of Clinical Medicine, Cambridge, UK
- Specialist Dementia and Frailty Service, Essex Partnership University NHS Foundation Trust, St Margaret's Hospital, Epping, UK
| | - Rachel Morrell
- Division of Psychiatry, University College London, London, UK
| | - David Rubio
- Specialist Dementia and Frailty Service, Essex Partnership University NHS Foundation Trust, St Margaret's Hospital, Epping, UK
| | - Darren Radford
- Specialist Dementia and Frailty Service, Essex Partnership University NHS Foundation Trust, St Margaret's Hospital, Epping, UK
| | | | - Zuzana Walker
- Division of Psychiatry, University College London, London, UK
- Specialist Dementia and Frailty Service, Essex Partnership University NHS Foundation Trust, St Margaret's Hospital, Epping, UK
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Ossenkoppele R, Salvadó G, Janelidze S, Binette AP, Bali D, Karlsson L, Palmqvist S, Mattsson-Carlgren N, Stomrud E, Therriault J, Rahmouni N, Rosa-Neto P, Coomans EM, van de Giessen E, van der Flier WM, Teunissen CE, Jonaitis EM, Johnson SC, Villeneuve S, Benzinger TL, Schindler SE, Bateman RJ, Doecke JD, Doré V, Feizpour A, Masters CL, Rowe C, Wiste HJ, Petersen RC, Jack CR, Hansson O. Prediction of future cognitive decline among cognitively unimpaired individuals using measures of soluble phosphorylated tau or tau tangle pathology. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.06.12.24308824. [PMID: 38947004 PMCID: PMC11213114 DOI: 10.1101/2024.06.12.24308824] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/02/2024]
Abstract
Plasma p-tau217 and Tau-PET are strong prognostic biomarkers in Alzheimer's disease (AD), but their relative performance in predicting future cognitive decline among cognitively unimpaired (CU) individuals is unclear. In this head-to-head comparison study including 9 cohorts and 1534 individuals, we found that plasma p-tau217 and medial temporal lobe Tau-PET signal showed similar associations with cognitive decline on a global cognitive composite test (R2 PET=0.32 vs R2 PLASMA=0.32, pdifference=0.812) and with progression to mild cognitive impairment (Hazard ratio[HR]PET=1.56[1.43-1.70] vs HRPLASMA=1.63[1.50-1.77], pdifference=0.627). Combined plasma and PET models were superior to the single biomarker models (R2=0.36, p<0.01). Furthermore, sequential selection using plasma p-tau217 and then Tau-PET reduced the number of participants required for a clinical trial by 94%, compared to a 75% reduction when using plasma p-tau217 alone. We conclude that plasma p-tau217 and Tau-PET showed similar performance for predicting future cognitive decline in CU individuals, and their sequential use (i.e., plasma p-tau217 followed by Tau-PET in a subset with high plasma p-tau217) is useful for screening in clinical trials in preclinical AD.
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Affiliation(s)
- Rik Ossenkoppele
- Clinical Memory Research Unit, Department of Clinical Sciences in Malmö, Lund University, Lund, Sweden
- Alzheimer Center Amsterdam, Neurology, Vrije Universiteit Amsterdam, Amsterdam UMC location VUmc, Amsterdam, The Netherlands
- Amsterdam Neuroscience, Neurodegeneration, Amsterdam, The Netherlands
| | - Gemma Salvadó
- Clinical Memory Research Unit, Department of Clinical Sciences in Malmö, Lund University, Lund, Sweden
| | - Shorena Janelidze
- Clinical Memory Research Unit, Department of Clinical Sciences in Malmö, Lund University, Lund, Sweden
| | - Alexa Pichet Binette
- Clinical Memory Research Unit, Department of Clinical Sciences in Malmö, Lund University, Lund, Sweden
| | - Divya Bali
- Clinical Memory Research Unit, Department of Clinical Sciences in Malmö, Lund University, Lund, Sweden
| | - Linda Karlsson
- Clinical Memory Research Unit, Department of Clinical Sciences in Malmö, Lund University, Lund, Sweden
| | - Sebastian Palmqvist
- Clinical Memory Research Unit, Department of Clinical Sciences in Malmö, Lund University, Lund, Sweden
- Memory Clinic, Skåne University Hospital, Malmö, Sweden
| | - Niklas Mattsson-Carlgren
- Clinical Memory Research Unit, Department of Clinical Sciences in Malmö, Lund University, Lund, Sweden
- Department of Neurology, Skåne University Hospital, Lund University, Lund, Sweden
- Wallenberg Center for Molecular Medicine, Lund University, Lund, Sweden
| | - Erik Stomrud
- Clinical Memory Research Unit, Department of Clinical Sciences in Malmö, Lund University, Lund, Sweden
- Memory Clinic, Skåne University Hospital, Malmö, Sweden
| | - Joseph Therriault
- Translational Neuroimaging Laboratory, McGill Research Centre for Studies in Aging, Montreal, Quebec, Canada
- Department of Neurology and Neurosurgery, Faculty of Medicine, McGill University, Montreal, Quebec, Canada
| | - Nesrine Rahmouni
- Translational Neuroimaging Laboratory, McGill Research Centre for Studies in Aging, Montreal, Quebec, Canada
- Department of Neurology and Neurosurgery, Faculty of Medicine, McGill University, Montreal, Quebec, Canada
| | - Pedro Rosa-Neto
- Translational Neuroimaging Laboratory, McGill Research Centre for Studies in Aging, Montreal, Quebec, Canada
- Department of Neurology and Neurosurgery, Faculty of Medicine, McGill University, Montreal, Quebec, Canada
| | - Emma M. Coomans
- Alzheimer Center Amsterdam, Neurology, Vrije Universiteit Amsterdam, Amsterdam UMC location VUmc, Amsterdam, The Netherlands
- Amsterdam Neuroscience, Neurodegeneration, Amsterdam, The Netherlands
| | - Elsmarieke van de Giessen
- Amsterdam Neuroscience, Neurodegeneration, Amsterdam, The Netherlands
- Department of Radiology & Nuclear Medicine, Vrije Universiteit Amsterdam, Amsterdam UMC location VUmc, Amsterdam, The Netherlands
| | - Wiesje M. van der Flier
- Alzheimer Center Amsterdam, Neurology, Vrije Universiteit Amsterdam, Amsterdam UMC location VUmc, Amsterdam, The Netherlands
- Amsterdam Neuroscience, Neurodegeneration, Amsterdam, The Netherlands
- Department of Epidemiology and Biostatistics, Vrije Universiteit Amsterdam, Amsterdam UMC location VUmc, Amsterdam, The Netherlands
| | - Charlotte E. Teunissen
- Amsterdam Neuroscience, Neurodegeneration, Amsterdam, The Netherlands
- Neurochemistry Laboratory, Department of Laboratory Medicine, Vrije Universiteit Amsterdam, Amsterdam UMC location VUmc, Amsterdam, The Netherlands
| | - Erin M. Jonaitis
- Wisconsin Alzheimer's Institute, School of Medicine and Public Health, University of Wisconsin-Madison, Madison
- Wisconsin Alzheimer's Disease Research Center, School of Medicine and Public Health, University of Wisconsin-Madison, Madison
| | - Sterling C. Johnson
- Wisconsin Alzheimer's Institute, School of Medicine and Public Health, University of Wisconsin-Madison, Madison
- Wisconsin Alzheimer's Disease Research Center, School of Medicine and Public Health, University of Wisconsin-Madison, Madison
| | | | - Sylvia Villeneuve
- Douglas Mental Health University Institute, Centre for Studies on the Prevention of Alzheimer's Disease (StoP-AD), Montreal, Quebec, Canada
- Department of Psychiatry, McGill University, Montreal, Quebec, Canada
| | - Tammie L.S. Benzinger
- Department of Radiology, Washington University School of Medicine, St. Louis, MO, USA
- Charles F. and Joanne Knight Alzheimer Disease Research Center, Washington, Washington University School of Medicine, St. Louis, MO, USA
| | - Suzanne E. Schindler
- Charles F. and Joanne Knight Alzheimer Disease Research Center, Washington, Washington University School of Medicine, St. Louis, MO, USA
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, United States
| | - Randall J. Bateman
- Charles F. and Joanne Knight Alzheimer Disease Research Center, Washington, Washington University School of Medicine, St. Louis, MO, USA
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, United States
- The Tracy Family SILQ Center, Washington University School of Medicine, St Louis, MO, United States
| | - James D. Doecke
- Australian eHealth Research Centre, CSIRO, Melbourne, Victoria, Australia
| | - Vincent Doré
- Australian eHealth Research Centre, CSIRO, Melbourne, Victoria, Australia
- Department of Molecular Imaging & Therapy, Austin Health, Heidelberg, Victoria, Australia
| | - Azadeh Feizpour
- Department of Molecular Imaging & Therapy, Austin Health, Heidelberg, Victoria, Australia
- The Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, Victoria, Australia
| | - Colin L. Masters
- The Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, Victoria, Australia
| | - Christopher Rowe
- Department of Molecular Imaging & Therapy, Austin Health, Heidelberg, Victoria, Australia
- The Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, Victoria, Australia
| | - Heather J. Wiste
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | | | | | - Oskar Hansson
- Clinical Memory Research Unit, Department of Clinical Sciences in Malmö, Lund University, Lund, Sweden
- Memory Clinic, Skåne University Hospital, Malmö, Sweden
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7
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Beckers E, Van Egroo M, Ashton NJ, Blennow K, Vandewalle G, Zetterberg H, Poser BA, Jacobs HIL. Microstructural associations between locus coeruleus, cortical, and subcortical regions are modulated by astrocyte reactivity: a 7T MRI adult lifespan study. Cereb Cortex 2024; 34:bhae261. [PMID: 38904081 PMCID: PMC11190376 DOI: 10.1093/cercor/bhae261] [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: 03/11/2024] [Revised: 05/29/2024] [Accepted: 06/05/2024] [Indexed: 06/22/2024] Open
Abstract
The locus coeruleus-norepinephrine system plays a key role in supporting brain health along the lifespan, notably through its modulatory effects on neuroinflammation. Using ultra-high field diffusion magnetic resonance imaging, we examined whether microstructural properties (neurite density index and orientation dispersion index) in the locus coeruleus were related to those in cortical and subcortical regions, and whether this was modulated by plasma glial fibrillary acidic protein levels, as a proxy of astrocyte reactivity. In our cohort of 60 healthy individuals (30 to 85 yr, 50% female), higher glial fibrillary acidic protein correlated with lower neurite density index in frontal cortical regions, the hippocampus, and the amygdala. Furthermore, under higher levels of glial fibrillary acidic protein (above ~ 150 pg/mL for cortical and ~ 145 pg/mL for subcortical regions), lower locus coeruleus orientation dispersion index was associated with lower orientation dispersion index in frontotemporal cortical regions and in subcortical regions. Interestingly, individuals with higher locus coeruleus orientation dispersion index exhibited higher orientation dispersion index in these (sub)cortical regions, despite having higher glial fibrillary acidic protein levels. Together, these results suggest that the interaction between locus coeruleus-norepinephrine cells and astrocytes can signal a detrimental or neuroprotective pathway for brain integrity and support the importance of maintaining locus coeruleus neuronal health in aging and in the prevention of age-related neurodegenerative diseases.
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Affiliation(s)
- Elise Beckers
- Faculty of Health, Medicine and Life Sciences, Mental Health and Neuroscience Research Institute, Alzheimer Centre Limburg, Maastricht University, 6229 ET Maastricht, The Netherlands
- GIGA-CRC Human Imaging, University of Liège, 4000 Liège, Belgium
| | - Maxime Van Egroo
- Faculty of Health, Medicine and Life Sciences, Mental Health and Neuroscience Research Institute, Alzheimer Centre Limburg, Maastricht University, 6229 ET Maastricht, The Netherlands
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA 02129, USA
- Harvard Medical School, Boston, MA 02115, USA
| | - Nicholas J Ashton
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy, Gothenburg, 431 41 Mölndal, Sweden
- King’s College London, Institute of Psychiatry, Psychology and Neuroscience, Maurice Wohl Institute Clinical Neuroscience Institute, London SE5 9RT, UK
- NIHR Biomedical Research Centre for Mental Health and Biomedical Research Unit for Dementia at South London and Maudsley NHS Foundation, London SE5 8AF, UK
- Centre for Age-Related Medicine, Stavanger University Hospital, 4011 Stavanger, Norway
| | - Kaj Blennow
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy, Gothenburg, 431 41 Mölndal, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, 431 80 Mölndal, Sweden
- Paris Brain Institute, ICM, Pitié-Salpêtrière Hospital, Sorbonne University, 75013 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 230036, China
| | | | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy, Gothenburg, 431 41 Mölndal, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, 431 80 Mölndal, Sweden
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London WC1E 6BT, UK
- UK Dementia Research Institute at UCL, London W1T 7NF, 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, USA
| | - Benedikt A Poser
- Department of Cognitive Neuroscience, Faculty of Psychology and Neuroscience, Maastricht University, 6229 ER Maastricht, The Netherlands
| | - Heidi I L Jacobs
- Faculty of Health, Medicine and Life Sciences, Mental Health and Neuroscience Research Institute, Alzheimer Centre Limburg, Maastricht University, 6229 ET Maastricht, The Netherlands
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA 02129, USA
- Harvard Medical School, Boston, MA 02115, USA
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8
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Yang HS, Yau WYW, Carlyle BC, Trombetta BA, Zhang C, Shirzadi Z, Schultz AP, Pruzin JJ, Fitzpatrick CD, Kirn DR, Rabin JS, Buckley RF, Hohman TJ, Rentz DM, Tanzi RE, Johnson KA, Sperling RA, Arnold SE, Chhatwal JP. Plasma VEGFA and PGF impact longitudinal tau and cognition in preclinical Alzheimer's disease. Brain 2024; 147:2158-2168. [PMID: 38315899 PMCID: PMC11146430 DOI: 10.1093/brain/awae034] [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: 08/16/2023] [Revised: 11/08/2023] [Accepted: 12/21/2023] [Indexed: 02/07/2024] Open
Abstract
Vascular dysfunction is increasingly recognized as an important contributor to the pathogenesis of Alzheimer's disease. Alterations in vascular endothelial growth factor (VEGF) pathways have been implicated as potential mechanisms. However, the specific impact of VEGF proteins in preclinical Alzheimer's disease and their relationships with other Alzheimer's disease and vascular pathologies during this critical early period remain to be elucidated. We included 317 older adults from the Harvard Aging Brain Study, a cohort of individuals who were cognitively unimpaired at baseline and followed longitudinally for up to 12 years. Baseline VEGF family protein levels (VEGFA, VEGFC, VEGFD, PGF and FLT1) were measured in fasting plasma using high-sensitivity immunoassays. Using linear mixed effects models, we examined the interactive effects of baseline plasma VEGF proteins and amyloid PET burden (Pittsburgh Compound-B) on longitudinal cognition (Preclinical Alzheimer Cognitive Composite-5). We further investigated if effects on cognition were mediated by early neocortical tau accumulation (flortaucipir PET burden in the inferior temporal cortex) or hippocampal atrophy. Lastly, we examined the impact of adjusting for baseline cardiovascular risk score or white matter hyperintensity volume. Baseline plasma VEGFA and PGF each showed a significant interaction with amyloid burden on prospective cognitive decline. Specifically, low VEGFA and high PGF were associated with greater cognitive decline in individuals with elevated amyloid, i.e. those on the Alzheimer's disease continuum. Concordantly, low VEGFA and high PGF were associated with accelerated longitudinal tau accumulation in those with elevated amyloid. Moderated mediation analyses confirmed that accelerated tau accumulation fully mediated the effects of low VEGFA and partially mediated (31%) the effects of high PGF on faster amyloid-related cognitive decline. The effects of VEGFA and PGF on tau and cognition remained significant after adjusting for cardiovascular risk score or white matter hyperintensity volume. There were concordant but non-significant associations with longitudinal hippocampal atrophy. Together, our findings implicate low VEGFA and high PGF in accelerating early neocortical tau pathology and cognitive decline in preclinical Alzheimer's disease. Additionally, our results underscore the potential of these minimally-invasive plasma biomarkers to inform the risk of Alzheimer's disease progression in the preclinical population. Importantly, VEGFA and PGF appear to capture distinct effects from vascular risks and cerebrovascular injury. This highlights their potential as new therapeutic targets, in combination with anti-amyloid and traditional vascular risk reduction therapies, to slow the trajectory of preclinical Alzheimer's disease and delay or prevent the onset of cognitive decline.
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Affiliation(s)
- Hyun-Sik Yang
- Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women’s Hospital, Boston, MA 02115, USA
- Harvard Medical School, Boston, MA 02115, USA
| | - Wai-Ying Wendy Yau
- Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women’s Hospital, Boston, MA 02115, USA
- Harvard Medical School, Boston, MA 02115, USA
| | - Becky C Carlyle
- Harvard Medical School, Boston, MA 02115, USA
- Alzheimer’s Clinical and Translational Research Unit, Department of Neurology, Massachusetts General Hospital, Charlestown, MA 02129, USA
- Department of Physiology, Anatomy and Genetics, Kavli Institute for Nanoscience Discovery, University of Oxford, Oxford OX1 3PT, UK
| | - Bianca A Trombetta
- Alzheimer’s Clinical and Translational Research Unit, Department of Neurology, Massachusetts General Hospital, Charlestown, MA 02129, USA
| | - Can Zhang
- Harvard Medical School, Boston, MA 02115, USA
- Alzheimer’s Clinical and Translational Research Unit, Department of Neurology, Massachusetts General Hospital, Charlestown, MA 02129, USA
- Genetics and Aging Research Unit, McCance Center for Brain Health, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA
| | - Zahra Shirzadi
- Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA
- Harvard Medical School, Boston, MA 02115, USA
| | - Aaron P Schultz
- Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA
- Harvard Medical School, Boston, MA 02115, USA
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown, MA 02129, USA
| | - Jeremy J Pruzin
- Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women’s Hospital, Boston, MA 02115, USA
- Harvard Medical School, Boston, MA 02115, USA
- Department of Neurology, Banner Alzheimer’s Institute, Phoenix, AZ 85006, USA
| | | | - Dylan R Kirn
- Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women’s Hospital, Boston, MA 02115, USA
| | - Jennifer S Rabin
- Harquail Centre for Neuromodulation and Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON M4N 3M5, Canada
- Department of Medicine, Rehabilitation Sciences Institute, University of Toronto, Toronto, ON M5G 1V7, Canada
| | - Rachel F Buckley
- Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women’s Hospital, Boston, MA 02115, USA
- Harvard Medical School, Boston, MA 02115, USA
| | - Timothy J Hohman
- Vanderbilt Memory and Alzheimer’s Center, Department of Neurology, Vanderbilt University Medical Center, Nashville, TN 37212, USA
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN 37212, USA
| | - Dorene M Rentz
- Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women’s Hospital, Boston, MA 02115, USA
- Harvard Medical School, Boston, MA 02115, USA
| | - Rudolph E Tanzi
- Harvard Medical School, Boston, MA 02115, USA
- Genetics and Aging Research Unit, McCance Center for Brain Health, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA
| | - Keith A Johnson
- Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women’s Hospital, Boston, MA 02115, USA
- Harvard Medical School, Boston, MA 02115, USA
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown, MA 02129, USA
| | - Reisa A Sperling
- Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women’s Hospital, Boston, MA 02115, USA
- Harvard Medical School, Boston, MA 02115, USA
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown, MA 02129, USA
| | - Steven E Arnold
- Harvard Medical School, Boston, MA 02115, USA
- Alzheimer’s Clinical and Translational Research Unit, Department of Neurology, Massachusetts General Hospital, Charlestown, MA 02129, USA
| | - Jasmeer P Chhatwal
- Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women’s Hospital, Boston, MA 02115, USA
- Harvard Medical School, Boston, MA 02115, USA
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Schneider C, Prokopiou PC, Papp KV, Engels‐Domínguez N, Hsieh S, Juneau TA, Schultz AP, Rentz DM, Sperling RA, Johnson KA, Jacobs HIL. Atrophy links lower novelty-related locus coeruleus connectivity to cognitive decline in preclinical AD. Alzheimers Dement 2024; 20:3958-3971. [PMID: 38676563 PMCID: PMC11180940 DOI: 10.1002/alz.13839] [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: 11/01/2023] [Revised: 02/29/2024] [Accepted: 03/08/2024] [Indexed: 04/29/2024]
Abstract
INTRODUCTION Animal research has shown that tau pathology in the locus coeruleus (LC) is associated with reduced norepinephrine signaling, lower projection density to the medial temporal lobe (MTL), atrophy, and cognitive impairment. We investigated the contribution of LC-MTL functional connectivity (FCLC-MTL) on cortical atrophy across Braak stage regions and its impact on cognition. METHODS We analyzed functional magnetic resonance imaging and amyloid beta (Aβ) positron emission tomography data from 128 cognitively normal participants, associating novelty-related FCLC-MTL with longitudinal atrophy and cognition with and without Aβ moderation. RESULTS Cross-sectionally, lower FCLC-MTL was associated with atrophy in Braak stage II regions. Longitudinally, atrophy in Braak stage 2 to 4 regions related to lower baseline FCLC-MTL at elevated levels of Aβ, but not to other regions. Atrophy in Braak stage 2 regions mediated the relation between FCLC-MTL and subsequent cognitive decline. DISCUSSION FCLC-MTL is implicated in Aβ-related cortical atrophy, suggesting that LC-MTL connectivity could confer neuroprotective effects in preclinical AD. HIGHLIGHTS Novelty-related functional magnetic resonance imaging (fMRI) LC-medial temporal lobe (MTL) connectivity links to longitudinal Aβ-dependent atrophy. This relationship extended to higher Braak stage regions with increasing Aβ burden. Longitudinal MTL atrophy mediated the LC-MTL connectivity-cognition relationship. Our findings mirror the animal data on MTL atrophy following NE signal dysfunction.
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Affiliation(s)
- Christoph Schneider
- Gordon Center for Medical ImagingDepartment of RadiologyMassachusetts General HospitalBostonMassachusettsUSA
- Harvard Medical SchoolBostonMassachusettsUSA
| | - Prokopis C. Prokopiou
- Gordon Center for Medical ImagingDepartment of RadiologyMassachusetts General HospitalBostonMassachusettsUSA
- Harvard Medical SchoolBostonMassachusettsUSA
| | - Kathryn V. Papp
- Harvard Medical SchoolBostonMassachusettsUSA
- Center for Alzheimer Research and TreatmentDepartment of NeurologyBrigham and Women's HospitalBostonMassachusettsUSA
| | - Nina Engels‐Domínguez
- Gordon Center for Medical ImagingDepartment of RadiologyMassachusetts General HospitalBostonMassachusettsUSA
- Faculty of HealthMedicine and Life SciencesSchool for Mental Health and NeuroscienceAlzheimer Centre LimburgMaastricht University, MDMaastrichtThe Netherlands
| | - Stephanie Hsieh
- The Athinoula A. Martinos Center for Biomedical ImagingDepartment of RadiologyMassachusetts General HospitalCharlestownMassachusettsUSA
| | - Truley A. Juneau
- Gordon Center for Medical ImagingDepartment of RadiologyMassachusetts General HospitalBostonMassachusettsUSA
| | - Aaron P. Schultz
- The Athinoula A. Martinos Center for Biomedical ImagingDepartment of RadiologyMassachusetts General HospitalCharlestownMassachusettsUSA
- Department of NeurologyMassachusetts General HospitalBostonMassachusettsUSA
| | - Dorene M. Rentz
- Harvard Medical SchoolBostonMassachusettsUSA
- Center for Alzheimer Research and TreatmentDepartment of NeurologyBrigham and Women's HospitalBostonMassachusettsUSA
- Department of NeurologyMassachusetts General HospitalBostonMassachusettsUSA
| | - Reisa A. Sperling
- Harvard Medical SchoolBostonMassachusettsUSA
- Center for Alzheimer Research and TreatmentDepartment of NeurologyBrigham and Women's HospitalBostonMassachusettsUSA
- Department of NeurologyMassachusetts General HospitalBostonMassachusettsUSA
| | - Keith A. Johnson
- Gordon Center for Medical ImagingDepartment of RadiologyMassachusetts General HospitalBostonMassachusettsUSA
- Harvard Medical SchoolBostonMassachusettsUSA
- Department of NeurologyMassachusetts General HospitalBostonMassachusettsUSA
| | - Heidi I. L. Jacobs
- Gordon Center for Medical ImagingDepartment of RadiologyMassachusetts General HospitalBostonMassachusettsUSA
- Harvard Medical SchoolBostonMassachusettsUSA
- Faculty of HealthMedicine and Life SciencesSchool for Mental Health and NeuroscienceAlzheimer Centre LimburgMaastricht University, MDMaastrichtThe Netherlands
- The Athinoula A. Martinos Center for Biomedical ImagingDepartment of RadiologyMassachusetts General HospitalCharlestownMassachusettsUSA
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10
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Park KW. Anti-amyloid Antibody Therapies for Alzheimer's Disease. Nucl Med Mol Imaging 2024; 58:227-236. [PMID: 38932758 PMCID: PMC11196435 DOI: 10.1007/s13139-024-00848-3] [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: 09/01/2023] [Revised: 01/25/2024] [Accepted: 01/30/2024] [Indexed: 06/28/2024] Open
Abstract
Alzheimer's disease (AD) is the most common cause of dementia, which is characterized by a progressive neurodegenerative disorder that is extremely difficult to treat and severely reduces quality of life. Amyloid beta (Aβ) has been the primary target of experimental therapies owing to the neurotoxicity of Aβ and the brain Aβ load detected in humans by amyloid positron emission tomography (PET) imaging. Recently completed phase 2 and 3 trials of third-generation anti-amyloid immunotherapies indicated clinical efficacy in significantly reducing brain Aβ load and inhibiting the progression of cognitive decline. Anti-amyloid immunotherapies are the first effective disease-modifying therapies for AD, and aducanumab and lecanemab were recently approved through the US Food and Drug Administration's accelerated approval pathway. However, these therapies still exhibit insufficient clinical efficacy and are associated with amyloid-related imaging abnormalities. Further advances in the field of AD therapeutics are required to revolutionize clinical AD treatment, dementia care, and preventive cognitive healthcare.
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Affiliation(s)
- Kyung Won Park
- Department of Neurology, Dong-A University College of Medicine, 26 Daesingongwon-Ro, Seo-Gu, Busan, 49201 Korea
- Department of Translational Biomedical Sciences, Graduate School, Dong-A University, 26 Daesingongwon-Ro, Seo-Gu, Busan, 49201 Korea
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11
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Deantoni M, Reyt M, Baillet M, Dourte M, De Haan S, Lesoinne A, Vandewalle G, Maquet P, Berthomier C, Muto V, Hammad G, Schmidt C. Napping and circadian sleep-wake regulation during healthy aging. Sleep 2024; 47:zsad287. [PMID: 37943833 DOI: 10.1093/sleep/zsad287] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Revised: 09/27/2023] [Indexed: 11/12/2023] Open
Abstract
STUDY OBJECTIVES Daytime napping is frequently reported among the older population and has attracted increasing attention due to its association with multiple health conditions. Here, we tested whether napping in the aged is associated with altered circadian regulation of sleep, sleepiness, and vigilance performance. METHODS Sixty healthy older individuals (mean age: 69 years, 39 women) were recruited with respect to their napping habits (30 nappers, 30 non-nappers). All participants underwent an in-lab 40-hour multiple nap protocol (10 cycles of 80 minutes of sleep opportunity alternating with 160 minutes of wakefulness), preceded and followed by a baseline and recovery sleep period. Saliva samples for melatonin assessment, sleepiness, and vigilance performance were collected during wakefulness and electrophysiological data were recorded to derive sleep parameters during scheduled sleep opportunities. RESULTS The circadian amplitude of melatonin secretion was reduced in nappers, compared to non-nappers. Furthermore, nappers were characterized by higher sleep efficiencies and REM sleep proportion during day- compared to nighttime naps. The nap group also presented altered modulation in sleepiness and vigilance performance at specific circadian phases. DISCUSSION Our data indicate that napping is associated with an altered circadian sleep-wake propensity rhythm. They thereby contribute to the understanding of the biological correlates underlying napping and/or sleep-wake cycle fragmentation during healthy aging. Altered circadian sleep-wake promotion can lead to a less distinct allocation of sleep into nighttime and/or a reduced wakefulness drive during the day, thereby potentially triggering the need to sleep at adverse circadian phase.
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Affiliation(s)
- Michele Deantoni
- Sleep and Chronobiology Group, GIGA-CRC-In Vivo Imaging Research Unit, University of Liège, Liège, Belgium
| | - Mathilde Reyt
- Sleep and Chronobiology Group, GIGA-CRC-In Vivo Imaging Research Unit, University of Liège, Liège, Belgium
- Psychology and Neuroscience of Cognition Research Unit (PsyNCog), Faculty of Psychology and Educational Sciences, University of Liège, Liège, Belgium
| | - Marion Baillet
- Sleep and Chronobiology Group, GIGA-CRC-In Vivo Imaging Research Unit, University of Liège, Liège, Belgium
| | - Marine Dourte
- Sleep and Chronobiology Group, GIGA-CRC-In Vivo Imaging Research Unit, University of Liège, Liège, Belgium
- Psychology and Neuroscience of Cognition Research Unit (PsyNCog), Faculty of Psychology and Educational Sciences, University of Liège, Liège, Belgium
| | - Stella De Haan
- Sleep and Chronobiology Group, GIGA-CRC-In Vivo Imaging Research Unit, University of Liège, Liège, Belgium
| | - Alexia Lesoinne
- Sleep and Chronobiology Group, GIGA-CRC-In Vivo Imaging Research Unit, University of Liège, Liège, Belgium
| | - Gilles Vandewalle
- Sleep and Chronobiology Group, GIGA-CRC-In Vivo Imaging Research Unit, University of Liège, Liège, Belgium
| | - Pierre Maquet
- Sleep and Chronobiology Group, GIGA-CRC-In Vivo Imaging Research Unit, University of Liège, Liège, Belgium
- Department of Neurology, University Hospital of Liège, University of Liège, Liège, Belgium
| | | | - Vincenzo Muto
- Sleep and Chronobiology Group, GIGA-CRC-In Vivo Imaging Research Unit, University of Liège, Liège, Belgium
| | - Gregory Hammad
- Sleep and Chronobiology Group, GIGA-CRC-In Vivo Imaging Research Unit, University of Liège, Liège, Belgium
| | - Christina Schmidt
- Sleep and Chronobiology Group, GIGA-CRC-In Vivo Imaging Research Unit, University of Liège, Liège, Belgium
- Psychology and Neuroscience of Cognition Research Unit (PsyNCog), Faculty of Psychology and Educational Sciences, University of Liège, Liège, Belgium
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12
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Bueichekú E, Diez I, Kim CM, Becker JA, Koops EA, Kwong K, Papp KV, Salat DH, Bennett DA, Rentz DM, Sperling RA, Johnson KA, Sepulcre J, Jacobs HIL. Spatiotemporal patterns of locus coeruleus integrity predict cortical tau and cognition. NATURE AGING 2024; 4:625-637. [PMID: 38664576 PMCID: PMC11108787 DOI: 10.1038/s43587-024-00626-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Accepted: 04/04/2024] [Indexed: 04/28/2024]
Abstract
Autopsy studies indicated that the locus coeruleus (LC) accumulates hyperphosphorylated tau before allocortical regions in Alzheimer's disease. By combining in vivo longitudinal magnetic resonance imaging measures of LC integrity, tau positron emission tomography imaging and cognition with autopsy data and transcriptomic information, we examined whether LC changes precede allocortical tau deposition and whether specific genetic features underlie LC's selective vulnerability to tau. We found that LC integrity changes preceded medial temporal lobe tau accumulation, and together these processes were associated with lower cognitive performance. Common gene expression profiles between LC-medial temporal lobe-limbic regions map to biological functions in protein transport regulation. These findings advance our understanding of the spatiotemporal patterns of initial tau spreading from the LC and LC's selective vulnerability to Alzheimer's disease pathology. LC integrity measures can be a promising indicator for identifying the time window when individuals are at risk of disease progression and underscore the importance of interventions mitigating initial tau spread.
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Affiliation(s)
- Elisenda Bueichekú
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Ibai Diez
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- The Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA
| | - Chan-Mi Kim
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - John Alex Becker
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | | | - Kenneth Kwong
- Harvard Medical School, Boston, MA, USA
- The Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA
| | - Kathryn V Papp
- Harvard Medical School, Boston, MA, USA
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women's Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - David H Salat
- Harvard Medical School, Boston, MA, USA
- The Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA
- Neuroimaging Research for Veterans Center, VA Boston Healthcare System, Boston, MA, USA
| | - David A Bennett
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA
| | - Dorene M Rentz
- Harvard Medical School, Boston, MA, USA
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women's Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Reisa A Sperling
- Harvard Medical School, Boston, MA, USA
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women's Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Keith A Johnson
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Jorge Sepulcre
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA.
- Harvard Medical School, Boston, MA, USA.
- The Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA.
- Department of Radiology, Yale PET Center, Yale Medical School, Yale University, New Haven, CT, USA.
| | - Heidi I L Jacobs
- Harvard Medical School, Boston, MA, USA.
- The Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA.
- Faculty of Health, Medicine and Life Sciences, School for Mental Health and Neuroscience, Alzheimer Centre Limburg, Maastricht University, Maastricht, Netherlands.
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13
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Mahapatra G, Gao Z, Bateman JR, Lockhart SN, Bergstrom J, Piloso JE, Craft S, Molina AJA. Peripheral Blood Cells From Older Adults Exhibit Sex-Associated Differences in Mitochondrial Function. J Gerontol A Biol Sci Med Sci 2024; 79:glae098. [PMID: 38602189 PMCID: PMC11059251 DOI: 10.1093/gerona/glae098] [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: 11/22/2023] [Indexed: 04/12/2024] Open
Abstract
Blood-based mitochondrial bioenergetic profiling is a feasible, economical, and minimally invasive approach that can be used to examine mitochondrial function and energy metabolism in human subjects. In this study, we use 2 complementary respirometric techniques to evaluate mitochondrial bioenergetics in both intact and permeabilized peripheral blood mononuclear cells (PBMCs) and platelets to examine sex dimorphism in mitochondrial function among older adults. Employing equal numbers of PBMCs and platelets to assess mitochondrial bioenergetics, we observe significantly higher respiration rates in female compared to male participants. Mitochondrial bioenergetic differences remain significant after controlling for independent parameters including demographic parameters (age, years of education), and cognitive parameters (mPACC5, COGDX). Our study illustrates that circulating blood cells, immune cells in particular, have distinctly different mitochondrial bioenergetic profiles between females and males. These differences should be taken into account as blood-based bioenergetic profiling is now commonly used to understand the role of mitochondrial bioenergetics in human health and aging.
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Affiliation(s)
- Gargi Mahapatra
- Division of Geriatrics, Gerontology, and Palliative Care, Department of Medicine, University of California San Diego School of Medicine, La Jolla, California, USA
| | - Zhengrong Gao
- Section on Gerontology and Geriatrics, Department of Internal Medicine, Sticht Center for Healthy Aging and Alzheimer’s Prevention, Wake Forest Baptist Medical Center, Winston-Salem, North Carolina, USA
| | - James R Bateman
- Department of Neurology, Wake Forest Baptist Medical Center, Winston-Salem, North Carolina, USA
- Section on Gerontology and Geriatrics, Department of Internal Medicine, Sticht Center for Healthy Aging and Alzheimer’s Prevention, Wake Forest Baptist Medical Center, Winston-Salem, North Carolina, USA
| | - Samuel Neal Lockhart
- Section on Gerontology and Geriatrics, Department of Internal Medicine, Sticht Center for Healthy Aging and Alzheimer’s Prevention, Wake Forest Baptist Medical Center, Winston-Salem, North Carolina, USA
| | - Jaclyn Bergstrom
- Division of Geriatrics, Gerontology, and Palliative Care, Department of Medicine, University of California San Diego School of Medicine, La Jolla, California, USA
| | - Jemima Elizabeth Piloso
- Section on Gerontology and Geriatrics, Department of Internal Medicine, Sticht Center for Healthy Aging and Alzheimer’s Prevention, Wake Forest Baptist Medical Center, Winston-Salem, North Carolina, USA
| | - Suzanne Craft
- Section on Gerontology and Geriatrics, Department of Internal Medicine, Sticht Center for Healthy Aging and Alzheimer’s Prevention, Wake Forest Baptist Medical Center, Winston-Salem, North Carolina, USA
| | - Anthony J A Molina
- Division of Geriatrics, Gerontology, and Palliative Care, Department of Medicine, University of California San Diego School of Medicine, La Jolla, California, USA
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14
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Dörner M, Seebach K, Heneka MT, Menze I, von Känel R, Euler S, Schreiber F, Arndt P, Neumann K, Hildebrand A, John AC, Tyndall A, Kirchebner J, Tacik P, Jansen R, Grimm A, Henneicke S, Perosa V, Meuth SG, Peters O, Hellmann-Regen J, Preis L, Priller J, Spruth EJ, Schneider A, Fliessbach K, Wiltfang J, Jessen F, Rostamzadeh A, Glanz W, Schulze JB, Schiebler SLF, Buerger K, Janowitz D, Perneczky R, Rauchmann BS, Teipel S, Kilimann I, Laske C, Munk MH, Spottke A, Roy-Kluth N, Wagner M, Frommann I, Lüsebrink F, Dechent P, Hetzer S, Scheffler K, Kleineidam L, Stark M, Schmid M, Ersözlü E, Brosseron F, Ewers M, Schott BH, Düzel E, Ziegler G, Mattern H, Schreiber S, Bernal J. Inferior Frontal Sulcal Hyperintensities on Brain MRI Are Associated with Amyloid Positivity beyond Age-Results from the Multicentre Observational DELCODE Study. Diagnostics (Basel) 2024; 14:940. [PMID: 38732354 PMCID: PMC11083612 DOI: 10.3390/diagnostics14090940] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Revised: 04/25/2024] [Accepted: 04/29/2024] [Indexed: 05/13/2024] Open
Abstract
Inferior frontal sulcal hyperintensities (IFSHs) on fluid-attenuated inversion recovery (FLAIR) sequences have been proposed to be indicative of glymphatic dysfunction. Replication studies in large and diverse samples are nonetheless needed to confirm them as an imaging biomarker. We investigated whether IFSHs were tied to Alzheimer's disease (AD) pathology and cognitive performance. We used data from 361 participants along the AD continuum, who were enrolled in the multicentre DELCODE study. The IFSHs were rated visually based on FLAIR magnetic resonance imaging. We performed ordinal regression to examine the relationship between the IFSHs and cerebrospinal fluid-derived amyloid positivity and tau positivity (Aβ42/40 ratio ≤ 0.08; pTau181 ≥ 73.65 pg/mL) and linear regression to examine the relationship between cognitive performance (i.e., Mini-Mental State Examination and global cognitive and domain-specific performance) and the IFSHs. We controlled the models for age, sex, years of education, and history of hypertension. The IFSH scores were higher in those participants with amyloid positivity (OR: 1.95, 95% CI: 1.05-3.59) but not tau positivity (OR: 1.12, 95% CI: 0.57-2.18). The IFSH scores were higher in older participants (OR: 1.05, 95% CI: 1.00-1.10) and lower in males compared to females (OR: 0.44, 95% CI: 0.26-0.76). We did not find sufficient evidence linking the IFSH scores with cognitive performance after correcting for demographics and AD biomarker positivity. IFSHs may reflect the aberrant accumulation of amyloid β beyond age.
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Affiliation(s)
- Marc Dörner
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany; (K.S.); (I.M.); (F.S.); (P.A.); (S.H.); (W.G.); (F.L.); (E.D.); (G.Z.); (H.M.); (S.S.); (J.B.)
- Department of Consultation-Liaison-Psychiatry and Psychosomatic Medicine, University Hospital Zurich, University of Zurich, 8091 Zurich, Switzerland; (R.v.K.); (S.E.); (J.B.S.); (S.L.F.S.)
| | - Katharina Seebach
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany; (K.S.); (I.M.); (F.S.); (P.A.); (S.H.); (W.G.); (F.L.); (E.D.); (G.Z.); (H.M.); (S.S.); (J.B.)
| | - Michael T. Heneka
- Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, 4367 Belvaux, Luxembourg;
| | - Inga Menze
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany; (K.S.); (I.M.); (F.S.); (P.A.); (S.H.); (W.G.); (F.L.); (E.D.); (G.Z.); (H.M.); (S.S.); (J.B.)
- Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University, 39120 Magdeburg, Germany
| | - Roland von Känel
- Department of Consultation-Liaison-Psychiatry and Psychosomatic Medicine, University Hospital Zurich, University of Zurich, 8091 Zurich, Switzerland; (R.v.K.); (S.E.); (J.B.S.); (S.L.F.S.)
| | - Sebastian Euler
- Department of Consultation-Liaison-Psychiatry and Psychosomatic Medicine, University Hospital Zurich, University of Zurich, 8091 Zurich, Switzerland; (R.v.K.); (S.E.); (J.B.S.); (S.L.F.S.)
| | - Frank Schreiber
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany; (K.S.); (I.M.); (F.S.); (P.A.); (S.H.); (W.G.); (F.L.); (E.D.); (G.Z.); (H.M.); (S.S.); (J.B.)
- Department of Neurology, Otto-von-Guericke University, 39120 Magdeburg, Germany; (K.N.); (A.H.); (A.-C.J.)
| | - Philipp Arndt
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany; (K.S.); (I.M.); (F.S.); (P.A.); (S.H.); (W.G.); (F.L.); (E.D.); (G.Z.); (H.M.); (S.S.); (J.B.)
- Department of Neurology, Otto-von-Guericke University, 39120 Magdeburg, Germany; (K.N.); (A.H.); (A.-C.J.)
| | - Katja Neumann
- Department of Neurology, Otto-von-Guericke University, 39120 Magdeburg, Germany; (K.N.); (A.H.); (A.-C.J.)
| | - Annkatrin Hildebrand
- Department of Neurology, Otto-von-Guericke University, 39120 Magdeburg, Germany; (K.N.); (A.H.); (A.-C.J.)
| | - Anna-Charlotte John
- Department of Neurology, Otto-von-Guericke University, 39120 Magdeburg, Germany; (K.N.); (A.H.); (A.-C.J.)
| | - Anthony Tyndall
- Department of Neuroradiology, Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, 8091 Zurich, Switzerland;
| | - Johannes Kirchebner
- Department of Forensic Psychiatry, University Hospital of Psychiatry Zurich, University of Zurich, 8032 Zurich, Switzerland;
| | - Pawel Tacik
- Department of Parkinson’s Disease, Sleep and Movement Disorders, University Hospital Bonn, 53127 Bonn, Germany;
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 53127 Bonn, Germany; (A.S.); (K.F.); (F.J.); (A.S.); (N.R.-K.); (M.W.); (I.F.); (L.K.); (M.S.); (M.S.); (F.B.)
| | - Robin Jansen
- Department of Neurology, Heinrich Heine University, 40225 Düsseldorf, Germany; (R.J.); (S.G.M.)
| | - Alexander Grimm
- Center for Neurology, Tuebingen University Hospital and Hertie-Institute for Clinical Brain Research, Eberhard Karls University Tuebingen, 72076 Tuebingen, Germany;
| | - Solveig Henneicke
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany; (K.S.); (I.M.); (F.S.); (P.A.); (S.H.); (W.G.); (F.L.); (E.D.); (G.Z.); (H.M.); (S.S.); (J.B.)
- Department of Neurology, Otto-von-Guericke University, 39120 Magdeburg, Germany; (K.N.); (A.H.); (A.-C.J.)
| | - Valentina Perosa
- J. Philip Kistler Stroke Research Center, Massachusetts General Hospital, Boston, MA 02114, USA;
| | - Sven G. Meuth
- Department of Neurology, Heinrich Heine University, 40225 Düsseldorf, Germany; (R.J.); (S.G.M.)
| | - Oliver Peters
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 10117 Berlin, Germany; (O.P.); (J.H.-R.); (J.P.); (E.J.S.); (E.E.)
- Institute of Psychiatry and Psychotherapy, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 14129 Berlin, Germany;
| | - Julian Hellmann-Regen
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 10117 Berlin, Germany; (O.P.); (J.H.-R.); (J.P.); (E.J.S.); (E.E.)
- Department of Psychiatry and Neurosciences, Campus Benjamin Franklin, Charité—Universitätsmedizin Berlin, 12203 Berlin, Germany
- German Center for Mental Health (DZPG), Partner Site Berlin, 10785 Berlin, Germany
| | - Lukas Preis
- Institute of Psychiatry and Psychotherapy, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 14129 Berlin, Germany;
| | - Josef Priller
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 10117 Berlin, Germany; (O.P.); (J.H.-R.); (J.P.); (E.J.S.); (E.E.)
- Department of Psychiatry and Psychotherapy, Charité—Universitätsmedizin Berlin, 10117 Berlin, Germany
- Department of Psychiatry and Psychotherapy, School of Medicine, Technical University Munich, 81675 Munich, Germany
- UK Dementia Research Institute (UK DRI), University of Edinburgh, Edinburgh EH16 4SB, UK
| | - Eike Jakob Spruth
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 10117 Berlin, Germany; (O.P.); (J.H.-R.); (J.P.); (E.J.S.); (E.E.)
- Department of Psychiatry and Psychotherapy, Charité—Universitätsmedizin Berlin, 10117 Berlin, Germany
| | - Anja Schneider
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 53127 Bonn, Germany; (A.S.); (K.F.); (F.J.); (A.S.); (N.R.-K.); (M.W.); (I.F.); (L.K.); (M.S.); (M.S.); (F.B.)
- Department of Cognitive Disorders and Old Age Psychiatry, University Hospital Bonn, 53127 Bonn, Germany
| | - Klaus Fliessbach
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 53127 Bonn, Germany; (A.S.); (K.F.); (F.J.); (A.S.); (N.R.-K.); (M.W.); (I.F.); (L.K.); (M.S.); (M.S.); (F.B.)
- Department of Cognitive Disorders and Old Age Psychiatry, University Hospital Bonn, 53127 Bonn, Germany
| | - Jens Wiltfang
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 37075 Goettingen, Germany; (J.W.); (B.H.S.)
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, 37075 Goettingen, Germany
- Neurosciences and Signaling Group, Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, 3810-193 Aveiro, Portugal
| | - Frank Jessen
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 53127 Bonn, Germany; (A.S.); (K.F.); (F.J.); (A.S.); (N.R.-K.); (M.W.); (I.F.); (L.K.); (M.S.); (M.S.); (F.B.)
- Department of Psychiatry, Medical Faculty, University of Cologne, 50924 Cologne, Germany;
- Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), University of Cologne, 50931 Cologne, Germany
| | - Ayda Rostamzadeh
- Department of Psychiatry, Medical Faculty, University of Cologne, 50924 Cologne, Germany;
| | - Wenzel Glanz
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany; (K.S.); (I.M.); (F.S.); (P.A.); (S.H.); (W.G.); (F.L.); (E.D.); (G.Z.); (H.M.); (S.S.); (J.B.)
| | - Jan Ben Schulze
- Department of Consultation-Liaison-Psychiatry and Psychosomatic Medicine, University Hospital Zurich, University of Zurich, 8091 Zurich, Switzerland; (R.v.K.); (S.E.); (J.B.S.); (S.L.F.S.)
| | - Sarah Lavinia Florence Schiebler
- Department of Consultation-Liaison-Psychiatry and Psychosomatic Medicine, University Hospital Zurich, University of Zurich, 8091 Zurich, Switzerland; (R.v.K.); (S.E.); (J.B.S.); (S.L.F.S.)
| | - Katharina Buerger
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 81377 Munich, Germany; (K.B.); (R.P.); (M.E.)
- Institute of Stroke and Dementia Research (ISD), University Hospital, LMU Munich, 81377 Munich, Germany;
| | - Daniel Janowitz
- Institute of Stroke and Dementia Research (ISD), University Hospital, LMU Munich, 81377 Munich, Germany;
| | - Robert Perneczky
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 81377 Munich, Germany; (K.B.); (R.P.); (M.E.)
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, 81377 Munich, Germany;
- Munich Cluster for Systems Neurology (SyNergy) Munich, 81377 Munich, Germany
- Ageing Epidemiology Research Unit (AGE), School of Public Health, Imperial College London, London SW7 2AZ, UK
| | - Boris-Stephan Rauchmann
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, 81377 Munich, Germany;
- Sheffield Institute for Translational Neuroscience (SITraN), University of Sheffield, Sheffield S10 2HQ, UK
- Department of Neuroradiology, University Hospital, LMU Munich, 81377 Munich, Germany
| | - Stefan Teipel
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 18147 Rostock, Germany; (S.T.); (I.K.)
- Department of Psychosomatic Medicine, Rostock University Medical Center, 18147 Rostock, Germany
| | - Ingo Kilimann
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 18147 Rostock, Germany; (S.T.); (I.K.)
- Department of Psychosomatic Medicine, Rostock University Medical Center, 18147 Rostock, Germany
| | - Christoph Laske
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 72076 Tuebingen, Germany; (C.L.); (M.H.M.)
- Section for Dementia Research, Department of Psychiatry and Psychotherapy, Hertie Institute for Clinical Brain Research, University of Tuebingen, 72076 Tuebingen, Germany
| | - Matthias H. Munk
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 72076 Tuebingen, Germany; (C.L.); (M.H.M.)
- Department of Psychiatry and Psychotherapy, University of Tuebingen, 72076 Tuebingen, Germany
| | - Annika Spottke
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 53127 Bonn, Germany; (A.S.); (K.F.); (F.J.); (A.S.); (N.R.-K.); (M.W.); (I.F.); (L.K.); (M.S.); (M.S.); (F.B.)
- Department of Neurology, University of Bonn, 53127 Bonn, Germany
| | - Nina Roy-Kluth
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 53127 Bonn, Germany; (A.S.); (K.F.); (F.J.); (A.S.); (N.R.-K.); (M.W.); (I.F.); (L.K.); (M.S.); (M.S.); (F.B.)
| | - Michael Wagner
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 53127 Bonn, Germany; (A.S.); (K.F.); (F.J.); (A.S.); (N.R.-K.); (M.W.); (I.F.); (L.K.); (M.S.); (M.S.); (F.B.)
- Department of Cognitive Disorders and Old Age Psychiatry, University Hospital Bonn, 53127 Bonn, Germany
| | - Ingo Frommann
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 53127 Bonn, Germany; (A.S.); (K.F.); (F.J.); (A.S.); (N.R.-K.); (M.W.); (I.F.); (L.K.); (M.S.); (M.S.); (F.B.)
- Department of Cognitive Disorders and Old Age Psychiatry, University Hospital Bonn, 53127 Bonn, Germany
| | - Falk Lüsebrink
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany; (K.S.); (I.M.); (F.S.); (P.A.); (S.H.); (W.G.); (F.L.); (E.D.); (G.Z.); (H.M.); (S.S.); (J.B.)
| | - Peter Dechent
- MR-Research in Neurosciences, Department of Cognitive Neurology, Georg-August-University Goettingen, 37073 Gottingen, Germany;
| | - Stefan Hetzer
- Berlin Center for Advanced Neuroimaging, Charité—Universitätsmedizin Berlin, 14129 Berlin, Germany;
| | - Klaus Scheffler
- Department for Biomedical Magnetic Resonance, University of Tuebingen, 72076 Tuebingen, Germany;
| | - Luca Kleineidam
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 53127 Bonn, Germany; (A.S.); (K.F.); (F.J.); (A.S.); (N.R.-K.); (M.W.); (I.F.); (L.K.); (M.S.); (M.S.); (F.B.)
- Department of Cognitive Disorders and Old Age Psychiatry, University Hospital Bonn, 53127 Bonn, Germany
| | - Melina Stark
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 53127 Bonn, Germany; (A.S.); (K.F.); (F.J.); (A.S.); (N.R.-K.); (M.W.); (I.F.); (L.K.); (M.S.); (M.S.); (F.B.)
- Department of Cognitive Disorders and Old Age Psychiatry, University Hospital Bonn, 53127 Bonn, Germany
| | - Matthias Schmid
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 53127 Bonn, Germany; (A.S.); (K.F.); (F.J.); (A.S.); (N.R.-K.); (M.W.); (I.F.); (L.K.); (M.S.); (M.S.); (F.B.)
- Institute for Medical Biometry, University Hospital Bonn, 53127 Bonn, Germany
| | - Ersin Ersözlü
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 10117 Berlin, Germany; (O.P.); (J.H.-R.); (J.P.); (E.J.S.); (E.E.)
- Institute of Psychiatry and Psychotherapy, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 14129 Berlin, Germany;
| | - Frederic Brosseron
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 53127 Bonn, Germany; (A.S.); (K.F.); (F.J.); (A.S.); (N.R.-K.); (M.W.); (I.F.); (L.K.); (M.S.); (M.S.); (F.B.)
| | - Michael Ewers
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 81377 Munich, Germany; (K.B.); (R.P.); (M.E.)
- Institute of Stroke and Dementia Research (ISD), University Hospital, LMU Munich, 81377 Munich, Germany;
| | - Björn H. Schott
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 37075 Goettingen, Germany; (J.W.); (B.H.S.)
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, 37075 Goettingen, Germany
| | - Emrah Düzel
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany; (K.S.); (I.M.); (F.S.); (P.A.); (S.H.); (W.G.); (F.L.); (E.D.); (G.Z.); (H.M.); (S.S.); (J.B.)
- Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University, 39120 Magdeburg, Germany
| | - Gabriel Ziegler
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany; (K.S.); (I.M.); (F.S.); (P.A.); (S.H.); (W.G.); (F.L.); (E.D.); (G.Z.); (H.M.); (S.S.); (J.B.)
- Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University, 39120 Magdeburg, Germany
| | - Hendrik Mattern
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany; (K.S.); (I.M.); (F.S.); (P.A.); (S.H.); (W.G.); (F.L.); (E.D.); (G.Z.); (H.M.); (S.S.); (J.B.)
- Center for Behavioural Brain Sciences (CBBS), 39120 Magdeburg, Germany
- Biomedical Magnetic Resonance, Otto-von-Guericke University, 39120 Magdeburg, Germany
| | - Stefanie Schreiber
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany; (K.S.); (I.M.); (F.S.); (P.A.); (S.H.); (W.G.); (F.L.); (E.D.); (G.Z.); (H.M.); (S.S.); (J.B.)
- Department of Neurology, Otto-von-Guericke University, 39120 Magdeburg, Germany; (K.N.); (A.H.); (A.-C.J.)
- Center for Behavioural Brain Sciences (CBBS), 39120 Magdeburg, Germany
| | - Jose Bernal
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120 Magdeburg, Germany; (K.S.); (I.M.); (F.S.); (P.A.); (S.H.); (W.G.); (F.L.); (E.D.); (G.Z.); (H.M.); (S.S.); (J.B.)
- Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University, 39120 Magdeburg, Germany
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15
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Cumplido-Mayoral I, Brugulat-Serrat A, Sánchez-Benavides G, González-Escalante A, Anastasi F, Milà-Alomà M, López-Martos D, Akinci M, Falcón C, Shekari M, Cacciaglia R, Arenaza-Urquijo EM, Minguillón C, Fauria K, Molinuevo JL, Suárez-Calvet M, Grau-Rivera O, Vilaplana V, Gispert JD. The mediating role of neuroimaging-derived biological brain age in the association between risk factors for dementia and cognitive decline in middle-aged and older individuals without cognitive impairment: a cohort study. THE LANCET. HEALTHY LONGEVITY 2024; 5:e276-e286. [PMID: 38555920 DOI: 10.1016/s2666-7568(24)00025-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 01/29/2024] [Accepted: 01/31/2024] [Indexed: 04/02/2024] Open
Abstract
BACKGROUND Neuroimaging-based brain-age delta has been shown to be a mediator linking cardiovascular risk factors to cognitive function. We aimed to assess the mediating role of brain-age delta in the association between modifiable risk factors of dementia and longitudinal cognitive decline in middle-aged and older individuals who are asymptomatic, stratified by Alzheimer's disease pathology. We also explored whether the mediation effect is specific to cognitive domain. METHODS In this cohort study, we included participants from the ALFA+ cohort aged between 45 years and 65 years who were cognitively unimpaired and who had available structural MRI, cerebrospinal fluid β-amyloid (Aβ)42 and Aβ40 measurements obtained within 1 year of each other, modifiable risk factors assessment, and cognitive evaluation over 3 years. Participants were recruited from the Barcelonaβeta Brain Research Center (Barcelona, Spain). Included individuals underwent a first assessment between Oct 25, 2016, and Jan 28, 2020, and a follow-up cognitive assessment 3·28 (SD 0·27) years later. We computed brain-age delta and composites of different cognitive function domains (preclinical Alzheimer's cognitive composite [PACC], attention, executive function, episodic memory, visual processing, and language). We used partial least squares path modelling to explore mediation effects in the associations between modifiable risk factors (including cardiovascular, mental health, mood, metabolic or endocrine history, and alcohol use) and changes in cognitive composites. To assess the role of Alzheimer's disease pathology, we computed separate models for Aβ-negative and Aβ-positive individuals. FINDINGS Of the 419 participants enrolled in ALFA+, 302 met our inclusion criteria, of which 108 participants were classified as Aβ-positive and 194 as Aβ-negative. In Aβ-positive individuals, brain-age delta partially mediated (percent mediation proportion 15·73% [95% CI 14·22-16·66]) the association between modifiable risk factors and decline in overall cognition (across cognitive domains). Brain-age delta fully mediated (mediation proportion 28·03% [26·25-29·21]) the effect of modifiable risk factors on the PACC, wherein increased values for risk factors correlated with an older brain-age delta, and, consequently, an older brain-age delta was linked to greater PACC decline. This effect appears to be primarily driven by memory decline. Mediation was not significant in Aβ-negative individuals (3·52% [0·072-4·17]) on PACC, although path coefficients were not significantly different from those in the Aβ-positive group. INTERPRETATION Our findings suggest that brain-age delta captures the association between modifiable risk factors and longitudinal cognitive decline in middle-aged and older people. In asymptomatic middle-aged and older individuals who are Aβ-positive, the pathology might be the strongest driver of cognitive decline, whereas the effect of risk factors is smaller. Our results highlight the potential of brain-age delta as an objective outcome measure for preventive lifestyle interventions targeting cognitive decline. FUNDING La Caixa Foundation, the TriBEKa Imaging Platform, and the Universities and Research Secretariat of the Catalan Government. TRANSLATION For the Spanish translation of the abstract see Supplementary Materials section.
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Affiliation(s)
- Irene Cumplido-Mayoral
- Barcelonaβeta Brain Research Center, Pasqual Maragall Foundation, Barcelona, Spain; Biomedicine, Universitat Pompeu Fabra, Barcelona, Spain; Neuroimagen de Enfermedades Neurodegenerativas y Envejecimiento Saludable, Hospital del Mar Research Institute, Barcelona, Spain
| | - Anna Brugulat-Serrat
- Barcelonaβeta Brain Research Center, Pasqual Maragall Foundation, Barcelona, Spain; Neuroimagen de Enfermedades Neurodegenerativas y Envejecimiento Saludable, Hospital del Mar Research Institute, Barcelona, Spain; CIBER Fragilidad y Envejecimiento Saludable, Instituto de Salud Carlos III, Madrid, Spain; Global Brain Health Institute, San Francisco, CA, USA
| | - Gonzalo Sánchez-Benavides
- Barcelonaβeta Brain Research Center, Pasqual Maragall Foundation, Barcelona, Spain; Neuroimagen de Enfermedades Neurodegenerativas y Envejecimiento Saludable, Hospital del Mar Research Institute, Barcelona, Spain; CIBER Fragilidad y Envejecimiento Saludable, Instituto de Salud Carlos III, Madrid, Spain
| | - Armand González-Escalante
- Barcelonaβeta Brain Research Center, Pasqual Maragall Foundation, Barcelona, Spain; Biomedicine, Universitat Pompeu Fabra, Barcelona, Spain; Neuroimagen de Enfermedades Neurodegenerativas y Envejecimiento Saludable, Hospital del Mar Research Institute, Barcelona, Spain
| | - Federica Anastasi
- Barcelonaβeta Brain Research Center, Pasqual Maragall Foundation, Barcelona, Spain; Neuroimagen de Enfermedades Neurodegenerativas y Envejecimiento Saludable, Hospital del Mar Research Institute, Barcelona, Spain; Centre for Genomic Regulation, Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Marta Milà-Alomà
- Barcelonaβeta Brain Research Center, Pasqual Maragall Foundation, Barcelona, Spain; Department of Veterans Affairs Medical Center, Northern California Institute for Research and Education, San Francisco, CA, USA; Department of Radiology, University of California, San Francisco, CA, USA
| | - David López-Martos
- Barcelonaβeta Brain Research Center, Pasqual Maragall Foundation, Barcelona, Spain; Neuroimagen de Enfermedades Neurodegenerativas y Envejecimiento Saludable, Hospital del Mar Research Institute, Barcelona, Spain
| | - Muge Akinci
- Barcelonaβeta Brain Research Center, Pasqual Maragall Foundation, Barcelona, Spain; Biomedicine, Universitat Pompeu Fabra, Barcelona, Spain; Neuroimagen de Enfermedades Neurodegenerativas y Envejecimiento Saludable, Hospital del Mar Research Institute, Barcelona, Spain; Barcelona Institute of Global Health, Barcelona, Spain
| | - Carles Falcón
- Barcelonaβeta Brain Research Center, Pasqual Maragall Foundation, Barcelona, Spain
| | - Mahnaz Shekari
- Barcelonaβeta Brain Research Center, Pasqual Maragall Foundation, Barcelona, Spain; Biomedicine, Universitat Pompeu Fabra, Barcelona, Spain; Neuroimagen de Enfermedades Neurodegenerativas y Envejecimiento Saludable, Hospital del Mar Research Institute, Barcelona, Spain
| | - Raffaele Cacciaglia
- Barcelonaβeta Brain Research Center, Pasqual Maragall Foundation, Barcelona, Spain; Neuroimagen de Enfermedades Neurodegenerativas y Envejecimiento Saludable, Hospital del Mar Research Institute, Barcelona, Spain; CIBER Fragilidad y Envejecimiento Saludable, Instituto de Salud Carlos III, Madrid, Spain
| | | | - Carolina Minguillón
- Barcelonaβeta Brain Research Center, Pasqual Maragall Foundation, Barcelona, Spain; Neuroimagen de Enfermedades Neurodegenerativas y Envejecimiento Saludable, Hospital del Mar Research Institute, Barcelona, Spain; CIBER Fragilidad y Envejecimiento Saludable, Instituto de Salud Carlos III, Madrid, Spain
| | - Karine Fauria
- Barcelonaβeta Brain Research Center, Pasqual Maragall Foundation, Barcelona, Spain; Neuroimagen de Enfermedades Neurodegenerativas y Envejecimiento Saludable, Hospital del Mar Research Institute, Barcelona, Spain; CIBER Fragilidad y Envejecimiento Saludable, Instituto de Salud Carlos III, Madrid, Spain
| | - José Luis Molinuevo
- Barcelonaβeta Brain Research Center, Pasqual Maragall Foundation, Barcelona, Spain; H Lundbeck, Copenhagen, Denmark
| | - Marc Suárez-Calvet
- Barcelonaβeta Brain Research Center, Pasqual Maragall Foundation, Barcelona, Spain; Neuroimagen de Enfermedades Neurodegenerativas y Envejecimiento Saludable, Hospital del Mar Research Institute, Barcelona, Spain; CIBER Fragilidad y Envejecimiento Saludable, Instituto de Salud Carlos III, Madrid, Spain; Servei de Neurologia, Hospital del Mar, Barcelona, Spain
| | - Oriol Grau-Rivera
- Barcelonaβeta Brain Research Center, Pasqual Maragall Foundation, Barcelona, Spain; Neuroimagen de Enfermedades Neurodegenerativas y Envejecimiento Saludable, Hospital del Mar Research Institute, Barcelona, Spain; CIBER Fragilidad y Envejecimiento Saludable, Instituto de Salud Carlos III, Madrid, Spain; Servei de Neurologia, Hospital del Mar, Barcelona, Spain
| | - Verónica Vilaplana
- Department of Signal Theory and Communications, Universitat Politècnica de Catalunya, Barcelona, Spain
| | - Juan Domingo Gispert
- Barcelonaβeta Brain Research Center, Pasqual Maragall Foundation, Barcelona, Spain; Neuroimagen de Enfermedades Neurodegenerativas y Envejecimiento Saludable, Hospital del Mar Research Institute, Barcelona, Spain; Centro de Investigación Biomédica en Red de Bioingeniería, Biomateriales y Nanomedicina, Instituto de Salud Carlos III, Madrid, Spain; Centro Nacional de Investigaciones Cardiovasculares, Madrid, Spain.
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16
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Martínez-Dubarbie F, Lobo D, Rollán-Martínez-Herrera M, López-García S, Lage C, Fernández-Matarrubia M, Pozueta-Cantudo A, García-Martínez M, Corrales-Pardo A, Bravo M, Cobo R, Cabieces-Juncal D, López-Hoyos M, Irure-Ventura J, Sánchez-Juan P, Rodríguez-Rodríguez E. Age-related hearing loss is not linked to cerebrospinal fluid levels of β-amyloid or p-tau181. Neurol Sci 2024; 45:1471-1480. [PMID: 37864751 DOI: 10.1007/s10072-023-07143-7] [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: 09/23/2023] [Accepted: 10/16/2023] [Indexed: 10/23/2023]
Abstract
INTRODUCTION As Hearing loss and dementia affect people with the same profile, several epidemiological studies have evaluated their relationship. However, the link between age-related hearing loss and Alzheimer's disease is still unclear. METHODS We selected subjects with no history of exposure to loud noises, blasts, head trauma with hearing loss, or sudden sensorineural hearing loss from a cohort intended to study preclinical phases of Alzheimer's disease. Participants are volunteers over 55 years without cognitive impairment. We correlated the results of an objective auditory evaluation with brain amyloid and p-tau181 levels and with the outcomes of a comprehensive neuropsychological assessment. RESULTS Fifty-five subjects at different stages of the Alzheimer's disease continuum were evaluated. There were no statistically significant correlations between amyloid-β and p-tau levels and any of the objective auditory measures. A weak but significant correlation was found between amyloid-β values and the Hearing Handicap Inventory for the Elderly. The neuropsychological domains more correlated to hearing loss were executive function and processing speed. DISCUSSION Age-related hearing loss is not linked to any pathological markers of Alzheimer's disease nor to neuropsychological domains typically affected in this disease. The Hearing Handicap Inventory for the Elderly has an important component of subjectivity and further studies are needed to explore its relationship with amyloid-β levels.
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Affiliation(s)
- Francisco Martínez-Dubarbie
- Neurology Service, Marqués de Valdecilla University Hospital, Avda. de Valdecilla N25, 39008, Santander, Cantabria, Spain.
- Institute for Research Marqués de Valdecilla (IDIVAL), Cantabria, 39011, Santander, Spain.
| | - David Lobo
- Institute for Research Marqués de Valdecilla (IDIVAL), Cantabria, 39011, Santander, Spain
- Otorhinolaryngology Department, Marqués de Valdecilla University Hospital, 39008, Santander, Cantabria, Spain
| | | | - Sara López-García
- Neurology Service, Marqués de Valdecilla University Hospital, Avda. de Valdecilla N25, 39008, Santander, Cantabria, Spain
- Institute for Research Marqués de Valdecilla (IDIVAL), Cantabria, 39011, Santander, Spain
| | - Carmen Lage
- Neurology Service, Marqués de Valdecilla University Hospital, Avda. de Valdecilla N25, 39008, Santander, Cantabria, Spain
- Institute for Research Marqués de Valdecilla (IDIVAL), Cantabria, 39011, Santander, Spain
- Atlantic Fellow for Equity in Brain Health, Global Brain Health Institute, University of California, San Francisco, CA, 94158, USA
| | - Marta Fernández-Matarrubia
- Neurology Service, Marqués de Valdecilla University Hospital, Avda. de Valdecilla N25, 39008, Santander, Cantabria, Spain
- Institute for Research Marqués de Valdecilla (IDIVAL), Cantabria, 39011, Santander, Spain
| | - Ana Pozueta-Cantudo
- Neurology Service, Marqués de Valdecilla University Hospital, Avda. de Valdecilla N25, 39008, Santander, Cantabria, Spain
- Institute for Research Marqués de Valdecilla (IDIVAL), Cantabria, 39011, Santander, Spain
| | - María García-Martínez
- Neurology Service, Marqués de Valdecilla University Hospital, Avda. de Valdecilla N25, 39008, Santander, Cantabria, Spain
- Institute for Research Marqués de Valdecilla (IDIVAL), Cantabria, 39011, Santander, Spain
| | - Andrea Corrales-Pardo
- Neurology Service, Marqués de Valdecilla University Hospital, Avda. de Valdecilla N25, 39008, Santander, Cantabria, Spain
- Institute for Research Marqués de Valdecilla (IDIVAL), Cantabria, 39011, Santander, Spain
| | - María Bravo
- Neurology Service, Marqués de Valdecilla University Hospital, Avda. de Valdecilla N25, 39008, Santander, Cantabria, Spain
- Institute for Research Marqués de Valdecilla (IDIVAL), Cantabria, 39011, Santander, Spain
| | - Ramón Cobo
- Otorhinolaryngology Department, Marqués de Valdecilla University Hospital, 39008, Santander, Cantabria, Spain
| | - Daniel Cabieces-Juncal
- Otorhinolaryngology Department, Marqués de Valdecilla University Hospital, 39008, Santander, Cantabria, Spain
| | - Marcos López-Hoyos
- Institute for Research Marqués de Valdecilla (IDIVAL), Cantabria, 39011, Santander, Spain
- Immunology Department, University Hospital Marqués de Valdecilla, Cantabria, 39008, Santander, Spain
| | - Juan Irure-Ventura
- Institute for Research Marqués de Valdecilla (IDIVAL), Cantabria, 39011, Santander, Spain
- Immunology Department, University Hospital Marqués de Valdecilla, Cantabria, 39008, Santander, Spain
| | - Pascual Sánchez-Juan
- Network Center for Biomedical Research in Neurodegenerative Diseases, CIBERNED, National Institute of Health Carlos III, 28220, Madrid, Spain
- CIEN Foundation/Queen Sofia Foundation Alzheimer Center, 28220, Madrid, Spain
| | - Eloy Rodríguez-Rodríguez
- Neurology Service, Marqués de Valdecilla University Hospital, Avda. de Valdecilla N25, 39008, Santander, Cantabria, Spain
- Institute for Research Marqués de Valdecilla (IDIVAL), Cantabria, 39011, Santander, Spain
- Network Center for Biomedical Research in Neurodegenerative Diseases, CIBERNED, National Institute of Health Carlos III, 28220, Madrid, Spain
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Dodge HH, Yu K, Wu CY, Pruitt PJ, Asgari M, Kaye JA, Hampstead BM, Struble L, Potempa K, Lichtenberg P, Croff R, Albin RL, Silbert LC. Internet-Based Conversational Engagement Randomized Controlled Clinical Trial (I-CONECT) Among Socially Isolated Adults 75+ Years Old With Normal Cognition or Mild Cognitive Impairment: Topline Results. THE GERONTOLOGIST 2024; 64:gnad147. [PMID: 37935416 PMCID: PMC10943511 DOI: 10.1093/geront/gnad147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Indexed: 11/09/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Social isolation is a risk factor for cognitive decline and dementia. We conducted a randomized controlled clinical trial (RCT) of enhanced social interactions, hypothesizing that conversational interactions can stimulate brain functions among socially isolated older adults without dementia. We report topline results of this multisite RCT (Internet-based conversational engagement clinical trial [I-CONECT]; NCT02871921). RESEARCH DESIGN AND METHODS The experimental group received cognitively stimulating semistructured conversations with trained interviewers via internet/webcam 4 times per week for 6 months (induction) and twice per week for an additional 6 months (maintenance). The experimental and control groups both received weekly 10 minutes telephone check-ins. Protocol modifications were required due to the coronavirus disease 2019 pandemic. RESULTS A total of 186 participants were randomized. After the induction period, the experimental group had higher global cognitive test scores (Montreal Cognitive Assessment [primary outcome]; 1.75 points [p = .03]) compared with the control group. After induction, experimental group participants with normal cognition had higher language-based executive function (semantic fluency test [secondary outcome]; 2.56 points [p = .03]). At the end of the maintenance period, the experimental group of mild cognitive impairment subjects had higher encoding function (Craft Story immediate recall test [secondary outcome]; 2.19 points [p = .04]). Measure of emotional well-being improved in both control and experimental groups. Resting-state functional magnetic resonance imaging showed that the experimental group had increased connectivity within the dorsal attention network relative to the control group (p = .02), but the sample size was limited. DISCUSSION AND IMPLICATIONS Providing frequent stimulating conversational interactions via the internet could be an effective home-based dementia risk-reduction strategy against social isolation and cognitive decline. CLINICAL TRIALS REGISTRATION NUMBER NCT02871921.
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Affiliation(s)
- Hiroko H Dodge
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Oregon Center for Aging and Technology (ORCATECH), Oregon Health & Science University, Portland, Oregon, USA
| | - Kexin Yu
- Oregon Center for Aging and Technology (ORCATECH), Oregon Health & Science University, Portland, Oregon, USA
- Layton Aging and Alzheimer’s Disease Center, Department of Neurology, Oregon Health & Science University, Portland, Oregon, USA
| | - Chao-Yi Wu
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Oregon Center for Aging and Technology (ORCATECH), Oregon Health & Science University, Portland, Oregon, USA
| | - Patrick J Pruitt
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Meysam Asgari
- Oregon Center for Aging and Technology (ORCATECH), Oregon Health & Science University, Portland, Oregon, USA
- Department of Pediatrics, Oregon Health & Science University, Portland, Oregon, USA
| | - Jeffrey A Kaye
- Oregon Center for Aging and Technology (ORCATECH), Oregon Health & Science University, Portland, Oregon, USA
- Layton Aging and Alzheimer’s Disease Center, Department of Neurology, Oregon Health & Science University, Portland, Oregon, USA
| | - Benjamin M Hampstead
- Michigan Alzheimer’s Disease Center, Department of Neurology, University of Michigan, Ann Arbor, Michigan, USA
- Research Program on Cognition and Neuromodulation Based Interventions, Department of Psychiatry, University of Michigan, Ann Arbor, Michigan, USA
| | - Laura Struble
- Department of Systems, Populations and Leadership, University of Michigan School of Nursing, Ann Arbor, Michigan, USA
| | - Kathleen Potempa
- Department of Systems, Populations and Leadership, University of Michigan School of Nursing, Ann Arbor, Michigan, USA
| | - Peter Lichtenberg
- Institute of Gerontology and Department of Psychology, Wayne State University, Detroit, Michigan, USA
| | - Raina Croff
- Oregon Center for Aging and Technology (ORCATECH), Oregon Health & Science University, Portland, Oregon, USA
- Layton Aging and Alzheimer’s Disease Center, Department of Neurology, Oregon Health & Science University, Portland, Oregon, USA
| | - Roger L Albin
- Michigan Alzheimer’s Disease Center, Department of Neurology, University of Michigan, Ann Arbor, Michigan, USA
- GRECC & Neurology Service, VA Ann Arbor Healthcare System, Ann Arbor, Michigan, USA
| | - Lisa C Silbert
- Oregon Center for Aging and Technology (ORCATECH), Oregon Health & Science University, Portland, Oregon, USA
- VA Portland Healthcare System, Portland, Oregon, USA
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18
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Hayek D, Ziegler G, Kleineidam L, Brosseron F, Nemali A, Vockert N, Ravichandran KA, Betts MJ, Peters O, Schneider LS, Wang X, Priller J, Altenstein S, Schneider A, Fliessbach K, Wiltfang J, Bartels C, Rostamzadeh A, Glanz W, Buerger K, Janowitz D, Perneczky R, Rauchmann BS, Teipel S, Kilimann I, Laske C, Mengel D, Synofzik M, Munk MH, Spottke A, Roy N, Roeske S, Kuhn E, Ramirez A, Dobisch L, Schmid M, Berger M, Wolfsgruber S, Yakupov R, Hetzer S, Dechent P, Ewers M, Scheffler K, Schott BH, Schreiber S, Orellana A, de Rojas I, Marquié M, Boada M, Sotolongo O, González PG, Puerta R, Düzel E, Jessen F, Wagner M, Ruiz A, Heneka MT, Maass A. Different inflammatory signatures based on CSF biomarkers relate to preserved or diminished brain structure and cognition. Mol Psychiatry 2024; 29:992-1004. [PMID: 38216727 PMCID: PMC11176056 DOI: 10.1038/s41380-023-02387-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 12/07/2023] [Accepted: 12/15/2023] [Indexed: 01/14/2024]
Abstract
Neuroinflammation is a hallmark of Alzheimer's disease (AD) and both positive and negative associations of individual inflammation-related markers with brain structure and cognitive function have been described. We aimed to identify inflammatory signatures of CSF immune-related markers that relate to changes of brain structure and cognition across the clinical spectrum ranging from normal aging to AD. A panel of 16 inflammatory markers, Aβ42/40 and p-tau181 were measured in CSF at baseline in the DZNE DELCODE cohort (n = 295); a longitudinal observational study focusing on at-risk stages of AD. Volumetric maps of gray and white matter (GM/WM; n = 261) and white matter hyperintensities (WMHs, n = 249) were derived from baseline MRIs. Cognitive decline (n = 204) and the rate of change in GM volume was measured in subjects with at least 3 visits (n = 175). A principal component analysis on the CSF markers revealed four inflammatory components (PCs). Of these, the first component PC1 (highly loading on sTyro3, sAXL, sTREM2, YKL-40, and C1q) was associated with older age and higher p-tau levels, but with less pathological Aβ when controlling for p-tau. PC2 (highly loading on CRP, IL-18, complement factor F/H and C4) was related to male gender, higher body mass index and greater vascular risk. PC1 levels, adjusted for AD markers, were related to higher GM and WM volumes, less WMHs, better baseline memory, and to slower atrophy rates in AD-related areas and less cognitive decline. In contrast, PC2 related to less GM and WM volumes and worse memory at baseline. Similar inflammatory signatures and associations were identified in the independent F.ACE cohort. Our data suggest that there are beneficial and detrimental signatures of inflammatory CSF biomarkers. While higher levels of TAM receptors (sTyro/sAXL) or sTREM2 might reflect a protective glia response to degeneration related to phagocytic clearance, other markers might rather reflect proinflammatory states that have detrimental impact on brain integrity.
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Affiliation(s)
- Dayana Hayek
- German Center for Neurodegenerative Diseases (DZNE), Leipziger Straße 44, Magdeburg, 39120, Germany
- Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Magdeburg, Germany
| | - Gabriel Ziegler
- German Center for Neurodegenerative Diseases (DZNE), Leipziger Straße 44, Magdeburg, 39120, Germany
- Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Magdeburg, Germany
| | - Luca Kleineidam
- Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, Venusberg-Campus 1, 53127, Bonn, Germany
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Frederic Brosseron
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
- Department of Neurodegenerative Disease and Geriatric Psychiatry/Neurology, University of Bonn Medical Center, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Aditya Nemali
- German Center for Neurodegenerative Diseases (DZNE), Leipziger Straße 44, Magdeburg, 39120, Germany
- Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Magdeburg, Germany
| | - Niklas Vockert
- German Center for Neurodegenerative Diseases (DZNE), Leipziger Straße 44, Magdeburg, 39120, Germany
| | - Kishore A Ravichandran
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
- Department of Neurodegenerative Disease and Geriatric Psychiatry/Neurology, University of Bonn Medical Center, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Matthew J Betts
- German Center for Neurodegenerative Diseases (DZNE), Leipziger Straße 44, Magdeburg, 39120, Germany
- Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Magdeburg, Germany
| | - Oliver Peters
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt Universität zu Berlin, Institute of Psychiatry and Neuroscience, Hindenburgdamm 30, 12203, Berlin, Germany
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany
| | - Luisa-Sophie Schneider
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt Universität zu Berlin, Institute of Psychiatry and Neuroscience, Hindenburgdamm 30, 12203, Berlin, Germany
| | - Xiao Wang
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt Universität zu Berlin, Institute of Psychiatry and Neuroscience, Hindenburgdamm 30, 12203, Berlin, Germany
| | - Josef Priller
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité, Charitéplatz 1, 10117, Berlin, Germany
- School of Medicine, Technical University of Munich; Department of Psychiatry and Psychotherapy, Munich, Germany
- University of Edinburgh and UK DRI, Edinburgh, UK
| | - Slawek Altenstein
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité, Charitéplatz 1, 10117, Berlin, Germany
| | - Anja Schneider
- Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, Venusberg-Campus 1, 53127, Bonn, Germany
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Klaus Fliessbach
- Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, Venusberg-Campus 1, 53127, Bonn, Germany
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Jens Wiltfang
- German Center for Neurodegenerative Diseases (DZNE), Von-Siebold-Str. 3a, Göttingen, 37075, Germany
- Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, University of Göttingen, Von-Siebold-Str. 5, 37075, Göttingen, Germany
- Neurosciences and Signaling Group, Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Aveiro, Portugal
| | - Claudia Bartels
- Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, University of Göttingen, Von-Siebold-Str. 5, 37075, Göttingen, Germany
| | - Ayda Rostamzadeh
- Department of Psychiatry, University of Cologne, Medical Faculty, Kerpener Strasse 62, 50924, Cologne, Germany
| | - Wenzel Glanz
- German Center for Neurodegenerative Diseases (DZNE), Leipziger Straße 44, Magdeburg, 39120, Germany
| | - Katharina Buerger
- German Center for Neurodegenerative Diseases (DZNE, Munich), Feodor-Lynen-Strasse 17, 81377, Munich, Germany
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Feodor-Lynen-Strasse 17, 81377, Munich, Germany
| | - Daniel Janowitz
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Feodor-Lynen-Strasse 17, 81377, Munich, Germany
| | - Robert Perneczky
- German Center for Neurodegenerative Diseases (DZNE, Munich), Feodor-Lynen-Strasse 17, 81377, Munich, Germany
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy) Munich, Munich, Germany
- Ageing Epidemiology Research Unit (AGE), School of Public Health, Imperial College London, London, UK
| | - Boris-Stephan Rauchmann
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
- Sheffield Institute for Translational Neuroscience (SITraN), University of Sheffield, Sheffield, UK
- Department of Neuroradiology, University Hospital LMU, Munich, Germany
| | - Stefan Teipel
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany
- Department of Psychosomatic Medicine, Rostock University Medical Center, Gehlsheimer Str. 20, 18147, Rostock, Germany
| | - Ingo Kilimann
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany
- Department of Psychosomatic Medicine, Rostock University Medical Center, Gehlsheimer Str. 20, 18147, Rostock, Germany
| | - Christoph Laske
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
- Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany
| | - David Mengel
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
- Division Translational Genomics of Neurodegenerative Diseases, Hertie Institute for Clinical Brain Research and Center of Neurology, University of Tübingen, Tübingen, Germany
| | - Matthis Synofzik
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
- Division Translational Genomics of Neurodegenerative Diseases, Hertie Institute for Clinical Brain Research and Center of Neurology, University of Tübingen, Tübingen, Germany
| | - Matthias H Munk
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
- Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany
| | - Annika Spottke
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
- Department of Neurology, University of Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Nina Roy
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Sandra Roeske
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Elizabeth Kuhn
- Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, Venusberg-Campus 1, 53127, Bonn, Germany
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Alfredo Ramirez
- Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, Venusberg-Campus 1, 53127, Bonn, Germany
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
- Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), University of Cologne, Joseph-Stelzmann-Strasse 26, 50931, Köln, Germany
- Division of Neurogenetics and Molecular Psychiatry, Department of Psychiatry and Psychotherapy, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
- Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases, San Antonio, TX, USA
| | - Laura Dobisch
- German Center for Neurodegenerative Diseases (DZNE), Leipziger Straße 44, Magdeburg, 39120, Germany
| | - Matthias Schmid
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
- Institute for Medical Biometry, University Hospital Bonn, Venusberg-Campus 1, D-53127, Bonn, Germany
| | - Moritz Berger
- Institute for Medical Biometry, University Hospital Bonn, Venusberg-Campus 1, D-53127, Bonn, Germany
| | - Steffen Wolfsgruber
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Renat Yakupov
- German Center for Neurodegenerative Diseases (DZNE), Leipziger Straße 44, Magdeburg, 39120, Germany
- Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Magdeburg, Germany
| | - Stefan Hetzer
- Berlin Center for Advanced Neuroimaging, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Peter Dechent
- MR-Research in Neurosciences, Department of Cognitive Neurology, Georg-August-University Goettingen, Goettingen, Germany
| | - Michael Ewers
- German Center for Neurodegenerative Diseases (DZNE, Munich), Feodor-Lynen-Strasse 17, 81377, Munich, Germany
| | - Klaus Scheffler
- Department for Biomedical Magnetic Resonance, University of Tübingen, 72076, Tübingen, Germany
| | - Björn H Schott
- German Center for Neurodegenerative Diseases (DZNE), Von-Siebold-Str. 3a, Göttingen, 37075, Germany
- Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, University of Göttingen, Von-Siebold-Str. 5, 37075, Göttingen, Germany
- Leibniz Institute for Neurobiology, Brenneckestr. 6, 39118, Magdeburg, Germany
- Center for Behavioral Brain Sciences, Magdeburg, Germany
| | - Stefanie Schreiber
- German Center for Neurodegenerative Diseases (DZNE), Leipziger Straße 44, Magdeburg, 39120, Germany
- Center for Behavioral Brain Sciences, Magdeburg, Germany
- Department of Neurology, Otto-von-Guericke University Magdeburg, Leipziger Strasse 44, 39120, Magdeburg, Germany
| | - Adelina Orellana
- Research Center and Memory Clinic. Ace Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Barcelona, Spain
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, Madrid, Spain
| | - Itziar de Rojas
- Research Center and Memory Clinic. Ace Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Barcelona, Spain
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, Madrid, Spain
| | - Marta Marquié
- Research Center and Memory Clinic. Ace Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Barcelona, Spain
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, Madrid, Spain
| | - Mercè Boada
- Research Center and Memory Clinic. Ace Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Barcelona, Spain
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, Madrid, Spain
| | - Oscar Sotolongo
- Research Center and Memory Clinic. Ace Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Barcelona, Spain
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, Madrid, Spain
| | - Pablo García González
- Research Center and Memory Clinic. Ace Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Barcelona, Spain
| | - Raquel Puerta
- Research Center and Memory Clinic. Ace Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Barcelona, Spain
| | - Emrah Düzel
- German Center for Neurodegenerative Diseases (DZNE), Leipziger Straße 44, Magdeburg, 39120, Germany
- Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Magdeburg, Germany
- Center for Behavioral Brain Sciences, Magdeburg, Germany
| | - Frank Jessen
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
- Department of Psychiatry, University of Cologne, Medical Faculty, Kerpener Strasse 62, 50924, Cologne, Germany
- Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), University of Cologne, Joseph-Stelzmann-Strasse 26, 50931, Köln, Germany
| | - Michael Wagner
- Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, Venusberg-Campus 1, 53127, Bonn, Germany
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Augustín Ruiz
- Research Center and Memory Clinic. Ace Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Barcelona, Spain
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, Madrid, Spain
| | - Michael T Heneka
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
- Department of Neurodegenerative Disease and Geriatric Psychiatry/Neurology, University of Bonn Medical Center, Venusberg-Campus 1, 53127, Bonn, Germany
- Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, 7 avenue des Hauts Fourneaux, 4362, Esch-sur- Alzette, Luxembourg
- Department of Infectious Diseases and Immunology, University of Massachusetts Medical School, 55 Lake Avenue, North Worcester, MA, 01655, USA
| | - Anne Maass
- German Center for Neurodegenerative Diseases (DZNE), Leipziger Straße 44, Magdeburg, 39120, Germany.
- Center for Behavioral Brain Sciences, Magdeburg, Germany.
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19
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Berron D, Glanz W, Clark L, Basche K, Grande X, Güsten J, Billette OV, Hempen I, Naveed MH, Diersch N, Butryn M, Spottke A, Buerger K, Perneczky R, Schneider A, Teipel S, Wiltfang J, Johnson S, Wagner M, Jessen F, Düzel E. A remote digital memory composite to detect cognitive impairment in memory clinic samples in unsupervised settings using mobile devices. NPJ Digit Med 2024; 7:79. [PMID: 38532080 DOI: 10.1038/s41746-024-00999-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Accepted: 01/03/2024] [Indexed: 03/28/2024] Open
Abstract
Remote monitoring of cognition holds the promise to facilitate case-finding in clinical care and the individual detection of cognitive impairment in clinical and research settings. In the context of Alzheimer's disease, this is particularly relevant for patients who seek medical advice due to memory problems. Here, we develop a remote digital memory composite (RDMC) score from an unsupervised remote cognitive assessment battery focused on episodic memory and long-term recall and assess its construct validity, retest reliability, and diagnostic accuracy when predicting MCI-grade impairment in a memory clinic sample and healthy controls. A total of 199 participants were recruited from three cohorts and included as healthy controls (n = 97), individuals with subjective cognitive decline (n = 59), or patients with mild cognitive impairment (n = 43). Participants performed cognitive assessments in a fully remote and unsupervised setting via a smartphone app. The derived RDMC score is significantly correlated with the PACC5 score across participants and demonstrates good retest reliability. Diagnostic accuracy for discriminating memory impairment from no impairment is high (cross-validated AUC = 0.83, 95% CI [0.66, 0.99]) with a sensitivity of 0.82 and a specificity of 0.72. Thus, unsupervised remote cognitive assessments implemented in the neotiv digital platform show good discrimination between cognitively impaired and unimpaired individuals, further demonstrating that it is feasible to complement the neuropsychological assessment of episodic memory with unsupervised and remote assessments on mobile devices. This contributes to recent efforts to implement remote assessment of episodic memory for case-finding and monitoring in large research studies and clinical care.
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Affiliation(s)
- David Berron
- German Center for Neurodegenerative Diseases, Magdeburg, Germany.
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden.
- neotiv GmbH, Magdeburg, Germany.
| | - Wenzel Glanz
- German Center for Neurodegenerative Diseases, Magdeburg, Germany
- Institute for Cognitive Neurology and Dementia Research, Otto-von-Guericke University, Magdeburg, Germany
| | - Lindsay Clark
- Department of Medicine, Division of Geriatrics and Gerontology, University of Wisconsin, School of Medicine and Public Health, Madison, Wisconsin, US
- Geriatric Research Education and Clinical Center, William S. Middleton Memorial Veterans Hospital, Madison, Wisconsin, USA
| | - Kristin Basche
- Department of Medicine, Division of Geriatrics and Gerontology, University of Wisconsin, School of Medicine and Public Health, Madison, Wisconsin, US
| | - Xenia Grande
- German Center for Neurodegenerative Diseases, Magdeburg, Germany
- Institute for Cognitive Neurology and Dementia Research, Otto-von-Guericke University, Magdeburg, Germany
| | - Jeremie Güsten
- German Center for Neurodegenerative Diseases, Magdeburg, Germany
- Institute for Cognitive Neurology and Dementia Research, Otto-von-Guericke University, Magdeburg, Germany
| | | | | | | | | | - Michaela Butryn
- German Center for Neurodegenerative Diseases, Magdeburg, Germany
- Institute for Cognitive Neurology and Dementia Research, Otto-von-Guericke University, Magdeburg, Germany
| | - Annika Spottke
- German Center for Neurodegenerative Diseases, Bonn, Germany
| | - Katharina Buerger
- German Center for Neurodegenerative Diseases, Munich, Germany
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany
| | - Robert Perneczky
- German Center for Neurodegenerative Diseases, Munich, Germany
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
- Ageing Epidemiology Research Unit (AGE), Imperial College London, London, UK
| | - Anja Schneider
- German Center for Neurodegenerative Diseases, Bonn, Germany
- Department for Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany
| | - Stefan Teipel
- Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany
- German Center for Neurodegenerative Diseases, Rostock, Germany
| | - Jens Wiltfang
- German Center for Neurodegenerative Diseases, Göttingen, Germany
- Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, University of Göttingen, Göttingen, Germany
| | - Sterling Johnson
- Department of Medicine, Division of Geriatrics and Gerontology, University of Wisconsin, School of Medicine and Public Health, Madison, Wisconsin, US
- Geriatric Research Education and Clinical Center, William S. Middleton Memorial Veterans Hospital, Madison, Wisconsin, USA
| | - Michael Wagner
- German Center for Neurodegenerative Diseases, Bonn, Germany
- Department for Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany
| | - Frank Jessen
- German Center for Neurodegenerative Diseases, Cologne, Germany
| | - Emrah Düzel
- German Center for Neurodegenerative Diseases, Magdeburg, Germany.
- neotiv GmbH, Magdeburg, Germany.
- Institute for Cognitive Neurology and Dementia Research, Otto-von-Guericke University, Magdeburg, Germany.
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20
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Shirzadi Z, Boyle R, Yau WYW, Coughlan G, Fu JF, Properzi MJ, Buckley RF, Yang HS, Scanlon CE, Hsieh S, Amariglio RE, Papp K, Rentz D, Price JC, Johnson KA, Sperling RA, Chhatwal JP, Schultz AP. Vascular contributions to cognitive decline: Beyond amyloid and tau in the Harvard aging brain study. J Cereb Blood Flow Metab 2024:271678X241237624. [PMID: 38452039 DOI: 10.1177/0271678x241237624] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/09/2024]
Abstract
In addition to amyloid and tau pathology, elevated systemic vascular risk, white matter injury, and reduced cerebral blood flow contribute to late-life cognitive decline. Given the strong collinearity among these parameters, we proposed a framework to extract the independent latent features underlying cognitive decline using the Harvard Aging Brain Study (N = 166 cognitively unimpaired older adults at baseline). We used the following measures from the baseline visit: cortical amyloid, inferior temporal cortex tau, relative cerebral blood flow, white matter hyperintensities, peak width of skeletonized mean diffusivity, and Framingham Heart Study cardiovascular disease risk. We used exploratory factor analysis to extract orthogonal factors from these variables and their interactions. These factors were used in a regression model to explain longitudinal Preclinical Alzheimer Cognitive Composite-5 (PACC) decline (follow-up = 8.5 ±2.7 years). We next examined whether gray matter volume atrophy acts as a mediator of factors and PACC decline. Latent factors of systemic vascular risk, white matter injury, and relative cerebral blood flow independently explain cognitive decline beyond amyloid and tau. Gray matter volume atrophy mediates these associations with the strongest effect on white matter injury. These results suggest that systemic vascular risk contributes to cognitive decline beyond current markers of cerebrovascular injury, amyloid, and tau.
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Affiliation(s)
- Zahra Shirzadi
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Rory Boyle
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Wai-Ying W Yau
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Gillian Coughlan
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Jessie Fanglu Fu
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Michael J Properzi
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Rachel F Buckley
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Hyun-Sik Yang
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Catherine E Scanlon
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Stephanie Hsieh
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Rebecca E Amariglio
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Kathryn Papp
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Dorene Rentz
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Julie C Price
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Keith A Johnson
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Reisa A Sperling
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Jasmeer P Chhatwal
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Aaron P Schultz
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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21
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Papp KV, Jutten RJ, Soberanes D, Weizenbaum E, Hsieh S, Molinare C, Buckley R, Betensky RA, Marshall GA, Johnson KA, Rentz DM, Sperling R, Amariglio RE. Early Detection of Amyloid-Related Changes in Memory among Cognitively Unimpaired Older Adults with Daily Digital Testing. Ann Neurol 2024; 95:507-517. [PMID: 37991080 PMCID: PMC10922126 DOI: 10.1002/ana.26833] [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: 07/18/2023] [Revised: 09/28/2023] [Accepted: 10/23/2023] [Indexed: 11/23/2023]
Abstract
OBJECTIVE This study was undertaken to determine whether assessing learning over days reveals Alzheimer disease (AD) biomarker-related declines in memory consolidation that are otherwise undetectable with single time point assessments. METHODS Thirty-six (21.9%) cognitively unimpaired older adults (aged 60-91 years) were classified with elevated β-amyloid (Aβ+) and 128 (78%) were Aβ- using positron emission tomography with 11C Pittsburgh compound B. Participants completed the multiday Boston Remote Assessment for Neurocognitive Health (BRANCH) for 12 min/day on personal devices (ie, smartphones, laptops), which captures the trajectory of daily learning of the same content on 3 repeated tests (Digit Signs, Groceries-Prices, Face-Name). Learning is computed as a composite of accuracy across all 3 measures. Participants also completed standard in-clinic cognitive tests as part of the Preclinical Alzheimer's Cognitive Composite (PACC-5), with 123 participants undergoing PACC-5 follow-up after 1.07 (standard deviation = 0.25) years. RESULTS At the cross-section, there were no statistically significant differences in performance between Aβ+/- participants on any standard in-clinic cognitive tests (eg, PACC-5) or on day 1 of multiday BRANCH. Aβ+ participants exhibited diminished 7-day learning curves on multiday BRANCH after 4 days of testing relative to Aβ- participants (Cohen d = 0.49, 95% confidence interval = 0.10-0.87). Diminished learning curves were associated with greater annual PACC-5 decline (r = 0.54, p < 0.001). INTERPRETATION Very early Aβ-related memory declines can be revealed by assessing learning over days, suggesting that failures in memory consolidation predate other conventional amnestic deficits in AD. Repeated digital memory assessments, increasingly feasible and uniquely able to assess memory consolidation over short time periods, have the potential to be transformative for detecting the earliest cognitive changes in preclinical AD. ANN NEUROL 2024;95:507-517.
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Affiliation(s)
- Kathryn V. Papp
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts 02115
- Department of Neurology, Massachusetts General Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
| | - Roos J. Jutten
- Department of Neurology, Massachusetts General Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
| | - Daniel Soberanes
- Department of Neurology, Massachusetts General Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
| | - Emma Weizenbaum
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02129
| | - Stephanie Hsieh
- Department of Neurology, Massachusetts General Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
| | - Cassidy Molinare
- Department of Neurology, Massachusetts General Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
| | - Rachel Buckley
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts 02115
- Department of Neurology, Massachusetts General Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
| | - Rebecca A. Betensky
- Department of Biostatistics, New York University School of Global Public Health, New York, NY, 10003
| | - Gad A. Marshall
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts 02115
- Department of Neurology, Massachusetts General Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
| | - Keith A Johnson
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts 02115
- Department of Neurology, Massachusetts General Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
- Department of Radiology, Massachusetts General Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
| | - Dorene M. Rentz
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts 02115
- Department of Neurology, Massachusetts General Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
| | - Reisa Sperling
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts 02115
- Department of Neurology, Massachusetts General Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
| | - Rebecca E. Amariglio
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts 02115
- Department of Neurology, Massachusetts General Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
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22
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Sullivan AC, Zuniga G, Ramirez P, Fernandez R, Wang CP, Li J, Davila L, Pelton K, Gomez S, Sohn C, Gonzalez E, Lopez-Cruzan M, Gonzalez DA, Parker A, Zilli E, de Erausquin GA, Seshadri S, Espinoza S, Musi N, Frost B. A pilot study to investigate the safety and feasibility of antiretroviral therapy for Alzheimer's disease (ART-AD). MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.02.26.24303316. [PMID: 38464267 PMCID: PMC10925371 DOI: 10.1101/2024.02.26.24303316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/12/2024]
Abstract
Retrotransposons are viral-like DNA sequences that constitute approximately 41% of the human genome. Studies in Drosophila, mice, cultured cells, and human brain indicate that retrotransposons are activated in settings of tauopathy, including Alzheimer's disease, and causally drive neurodegeneration. The anti-retroviral medication 3TC (lamivudine), a nucleoside analog reverse transcriptase inhibitor, limits retrotransposon activation and suppresses neurodegeneration in tau transgenic Drosophila, two mouse models of tauopathy, and in brain assembloids derived from patients with sporadic Alzheimer's disease. We performed a 24-week phase 2a open-label clinical trial of 300 mg daily oral 3TC (NCT04552795) in 12 participants aged 52-83 years with a diagnosis of mild cognitive impairment due to suspected Alzheimer's disease. Primary outcomes included feasibility, blood brain barrier penetration, effects of 3TC on reverse transcriptase activity in the periphery, and safety. Secondary outcomes included changes in cognition and fluid-based biomarkers of neurodegeneration and neuroinflammation. All participants completed the six-month trial; one event of gastrointestinal bleeding due to a peptic ulcer was reported. 3TC was detected in blood and cerebrospinal fluid (CSF) of all participants, suggestive of adherence to study drug and effective brain penetration. Cognitive measures remained stable throughout the study. Glial fibrillary acidic protein (GFAP) (P=0.03) and Flt1 (P=0.05) were significantly reduced in CSF over the treatment period; Aβ42/40 (P=0.009) and IL-15 (P=0.006) were significantly elevated in plasma. While this is an open label study of small sample size, the significant decrease of some neurodegeneration- and neuroinflammation-related biomarkers in CSF, significantly elevated levels of plasma Aβ42/40, and a trending decrease of CSF NfL after six months of 3TC exposure suggest a beneficial effect on subjects with mild cognitive impairment due to suspected Alzheimer's disease. Feasibility, safety, tolerability, and central nervous system (CNS) penetration assessments further support clinical evaluation of 3TC in a larger placebo-controlled, multi-dose clinical trial.
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Affiliation(s)
- A. Campbell Sullivan
- Glenn Biggs Institute for Alzheimer’s and Neurodegenerative Diseases, University of Texas Health San Antonio
- Department of Neurology, University of Texas Health San Antonio
| | - Gabrielle Zuniga
- Glenn Biggs Institute for Alzheimer’s and Neurodegenerative Diseases, University of Texas Health San Antonio
- Barshop Institute for Longevity and Aging Studies, University of Texas Health San Antonio
- Department of Cell Systems and Anatomy, University of Texas Health San Antonio
| | - Paulino Ramirez
- Glenn Biggs Institute for Alzheimer’s and Neurodegenerative Diseases, University of Texas Health San Antonio
- Barshop Institute for Longevity and Aging Studies, University of Texas Health San Antonio
- Department of Cell Systems and Anatomy, University of Texas Health San Antonio
| | - Roman Fernandez
- Glenn Biggs Institute for Alzheimer’s and Neurodegenerative Diseases, University of Texas Health San Antonio
- Department of Population Health Sciences, University of Texas Health San Antonio
| | - Chen-Pin Wang
- Glenn Biggs Institute for Alzheimer’s and Neurodegenerative Diseases, University of Texas Health San Antonio
- Department of Population Health Sciences, University of Texas Health San Antonio
| | - Ji Li
- Barshop Institute for Longevity and Aging Studies, University of Texas Health San Antonio
| | - Lisa Davila
- Glenn Biggs Institute for Alzheimer’s and Neurodegenerative Diseases, University of Texas Health San Antonio
- Barshop Institute for Longevity and Aging Studies, University of Texas Health San Antonio
- Department of Cell Systems and Anatomy, University of Texas Health San Antonio
| | - Kristine Pelton
- Brown University Center for Alzheimer’s Disease Research, Providence, RI
| | - Sandra Gomez
- Barshop Institute for Longevity and Aging Studies, University of Texas Health San Antonio
- Department of Medicine, Cedars-Sinai Medical Center
| | - Claira Sohn
- Glenn Biggs Institute for Alzheimer’s and Neurodegenerative Diseases, University of Texas Health San Antonio
- Barshop Institute for Longevity and Aging Studies, University of Texas Health San Antonio
- Department of Cell Systems and Anatomy, University of Texas Health San Antonio
| | - Elias Gonzalez
- Glenn Biggs Institute for Alzheimer’s and Neurodegenerative Diseases, University of Texas Health San Antonio
- Barshop Institute for Longevity and Aging Studies, University of Texas Health San Antonio
- Department of Cell Systems and Anatomy, University of Texas Health San Antonio
| | - Marisa Lopez-Cruzan
- Barshop Institute for Longevity and Aging Studies, University of Texas Health San Antonio
- Department of Psychiatry and Behavioral Sciences, University of Texas Health San Antonio
| | - David A. Gonzalez
- Glenn Biggs Institute for Alzheimer’s and Neurodegenerative Diseases, University of Texas Health San Antonio
- Department of Neurology, University of Texas Health San Antonio
- Department of Neurological Sciences, Rush University Medical Center
| | - Alicia Parker
- Glenn Biggs Institute for Alzheimer’s and Neurodegenerative Diseases, University of Texas Health San Antonio
- Department of Neurology, University of Texas Health San Antonio
| | - Eduardo Zilli
- Glenn Biggs Institute for Alzheimer’s and Neurodegenerative Diseases, University of Texas Health San Antonio
- Department of Neurology, University of Texas Health San Antonio
| | - Gabriel A. de Erausquin
- Glenn Biggs Institute for Alzheimer’s and Neurodegenerative Diseases, University of Texas Health San Antonio
- Department of Neurology, University of Texas Health San Antonio
| | - Sudha Seshadri
- Glenn Biggs Institute for Alzheimer’s and Neurodegenerative Diseases, University of Texas Health San Antonio
- Department of Neurology, University of Texas Health San Antonio
| | | | - Nicolas Musi
- Department of Medicine, Cedars-Sinai Medical Center
| | - Bess Frost
- Glenn Biggs Institute for Alzheimer’s and Neurodegenerative Diseases, University of Texas Health San Antonio
- Barshop Institute for Longevity and Aging Studies, University of Texas Health San Antonio
- Department of Cell Systems and Anatomy, University of Texas Health San Antonio
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Weizenbaum EL, Soberanes D, Hsieh S, Molinare CP, Buckley RF, Betensky RA, Properzi MJ, Marshall GA, Rentz DM, Johnson KA, Sperling RA, Amariglio RE, Papp KV. Capturing learning curves with the multiday Boston Remote Assessment of Neurocognitive Health (BRANCH): Feasibility, reliability, and validity. Neuropsychology 2024; 38:198-210. [PMID: 37971862 PMCID: PMC10841660 DOI: 10.1037/neu0000933] [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] [Indexed: 11/19/2023] Open
Abstract
OBJECTIVE Unsupervised remote digital cognitive assessment makes frequent testing feasible and allows for measurement of learning over repeated evaluations on participants' own devices. This provides the opportunity to derive individual multiday learning curve scores over short intervals. Here, we report feasibility, reliability, and validity, of a 7-day cognitive battery from the Boston Remote Assessment for Neurocognitive Health (Multiday BRANCH), an unsupervised web-based assessment. METHOD Multiday BRANCH was administered remotely to 181 cognitively unimpaired older adults using their own electronic devices. For 7 consecutive days, participants completed three tests with associative memory components (Face-Name, Groceries-Prices, Digit Signs), using the same stimuli, to capture multiday learning curves for each test. We assessed the feasibility of capturing learning curves across the 7 days. Additionally, we examined the reliability and associations of learning curves with demographics, and traditional cognitive and subjective report measures. RESULTS Multiday BRANCH was feasible with 96% of participants completing all study assessments; there were no differences dependent on type of device used (t = 0.71, p = .48) or time of day completed (t = -0.08, p = .94). Psychometric properties of the learning curves were sound including good test-retest reliability of individuals' curves (intraclass correlation = 0.94). Learning curves were positively correlated with in-person cognitive tests and subjective report of cognitive complaints. CONCLUSIONS Multiday BRANCH is a feasible, reliable, and valid cognitive measure that may be useful for identifying subtle changes in learning and memory processes in older adults. In the future, we will determine whether Multiday BRANCH is predictive of the presence of preclinical Alzheimer's disease. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
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Affiliation(s)
- Emma L Weizenbaum
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School
| | - Daniel Soberanes
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School
| | - Stephanie Hsieh
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School
| | - Cassidy P Molinare
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School
| | - Rachel F Buckley
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School
| | - Rebecca A Betensky
- Department of Biostatistics, School of Global Public Health, New York University
| | - Michael J Properzi
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School
| | - Gad A Marshall
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School
| | - Dorene M Rentz
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School
| | - Keith A Johnson
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School
| | - Reisa A Sperling
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School
| | - Rebecca E Amariglio
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School
| | - Kathryn V Papp
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School
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Baker LD, Snyder HM, Espeland MA, Whitmer RA, Kivipelto M, Woolard N, Katula J, Papp KV, Ventrelle J, Graef S, Hill MA, Rushing S, Spell J, Lovato L, Felton D, Williams BJ, Ghadimi Nouran M, Raman R, Ngandu T, Solomon A, Wilmoth S, Cleveland ML, Williamson JD, Lambert KL, Tomaszewski Farias S, Day CE, Tangney CC, Gitelman DR, Matongo O, Reynolds T, Pavlik VN, Yu MM, Alexander AS, Elbein R, McDonald AM, Salloway S, Wing RR, Antkowiak S, Morris MC, Carrillo MC. Study design and methods: U.S. study to protect brain health through lifestyle intervention to reduce risk (U.S. POINTER). Alzheimers Dement 2024; 20:769-782. [PMID: 37776210 PMCID: PMC10916955 DOI: 10.1002/alz.13365] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Revised: 05/30/2023] [Accepted: 06/02/2023] [Indexed: 10/02/2023]
Abstract
INTRODUCTION The U.S. study to protect brain health through lifestyle intervention to reduce risk (U.S. POINTER) is conducted to confirm and expand the results of the Finnish Geriatric Intervention Study to Prevent Cognitive Impairment and Disability (FINGER) in Americans. METHODS U.S. POINTER was planned as a 2-year randomized controlled trial of two lifestyle interventions in 2000 older adults at risk for dementia due to well-established factors. The primary outcome is a global cognition composite that permits harmonization with FINGER. RESULTS U.S. POINTER is centrally coordinated and conducted at five clinical sites (ClinicalTrials.gov: NCT03688126). Outcomes assessments are completed at baseline and every 6 months. Both interventions focus on exercise, diet, cognitive/social stimulation, and cardiovascular health, but differ in intensity and accountability. The study partners with a worldwide network of similar trials for harmonization of methods and data sharing. DISCUSSION U.S. POINTER is testing a potentially sustainable intervention to support brain health and Alzheimer's prevention for Americans. Impact is strengthened by the targeted participant diversity and expanded scientific scope through ancillary studies.
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Affiliation(s)
- Laura D. Baker
- Wake Forest University School of MedicineDepartment of Internal MedicineWinston SalemNorth CarolinaUSA
- Wake Forest University School of MedicineDivision of Public Health SciencesWinston SalemNorth CarolinaUSA
- Wake Forest University School of MedicineDepartment of NeurologyWinston SalemNorth CarolinaUSA
| | | | - Mark A. Espeland
- Wake Forest University School of MedicineDepartment of Internal MedicineWinston SalemNorth CarolinaUSA
- Wake Forest University School of MedicineDivision of Public Health SciencesWinston SalemNorth CarolinaUSA
| | - Rachel A. Whitmer
- University of California DavisDepartment of Public Health SciencesSacramentoCaliforniaUSA
| | - Miia Kivipelto
- Karolinska Institute, Division of Clinical GeriatricsCenter for Alzheimer ResearchStockholmSweden
- University of Eastern FinlandInstitute of Public Health and Clinical NutritionKuopioFinland
- Imperial College London, School of Public HealthAgeing Epidemiology Research UnitLondonUK
- FINGERS Brain Health InstituteStockholmSweden
| | - Nancy Woolard
- Wake Forest University School of MedicineDepartment of Internal MedicineWinston SalemNorth CarolinaUSA
| | - Jeffrey Katula
- Wake Forest UniversityDepartment of Health and Exercise ScienceWinston SalemNorth CarolinaUSA
| | - Kathryn V. Papp
- Brigham and Women's HospitalDepartment of NeurologyBostonMassachusettsUSA
- Massachusetts General HospitalDepartment of NeurologyBostonMassachusettsUSA
- Harvard Medical SchoolDepartment of NeurologyBostonMassachusettsUSA
| | - Jennifer Ventrelle
- Rush University Medical Center, Departments of Clinical Nutritionand Family and Preventive MedicineChicagoIllinoisUSA
| | - Sarah Graef
- Rush University Medical Center, Departments of Clinical Nutritionand Family and Preventive MedicineChicagoIllinoisUSA
| | - Marcus A. Hill
- Wake Forest University School of MedicineDepartment of Internal MedicineWinston SalemNorth CarolinaUSA
| | - Scott Rushing
- Wake Forest University School of MedicineDivision of Public Health SciencesWinston SalemNorth CarolinaUSA
| | - Julia Spell
- Wake Forest University School of MedicineDivision of Public Health SciencesWinston SalemNorth CarolinaUSA
| | - Laura Lovato
- Wake Forest University School of MedicineDivision of Public Health SciencesWinston SalemNorth CarolinaUSA
| | - Deborah Felton
- Wake Forest University School of MedicineDivision of Public Health SciencesWinston SalemNorth CarolinaUSA
| | - Benjamin J. Williams
- Wake Forest University School of MedicineDepartment of NeurologyWinston SalemNorth CarolinaUSA
| | - Mina Ghadimi Nouran
- Wake Forest University School of MedicineDepartment of Internal MedicineWinston SalemNorth CarolinaUSA
| | - Rema Raman
- University of Southern CaliforniaAlzheimer's Therapeutic Research InstituteSan DiegoCaliforniaUSA
| | - Tiia Ngandu
- Karolinska Institute, Division of Clinical GeriatricsCenter for Alzheimer ResearchStockholmSweden
- Finnish Institute for Health and WelfareDepartment of Public Health and WelfareHelsinkiFinland
| | - Alina Solomon
- Karolinska Institute, Division of Clinical GeriatricsCenter for Alzheimer ResearchStockholmSweden
- Imperial College London, School of Public HealthAgeing Epidemiology Research UnitLondonUK
- FINGERS Brain Health InstituteStockholmSweden
- University of Eastern FinlandInstitute of Clinical Medicine/NeurologyKuopioFinland
| | - Sharon Wilmoth
- Wake Forest University School of MedicineDepartment of Internal MedicineWinston SalemNorth CarolinaUSA
| | - Maryjo L. Cleveland
- Wake Forest University School of MedicineDepartment of Internal MedicineWinston SalemNorth CarolinaUSA
| | - Jeff D. Williamson
- Wake Forest University School of MedicineDepartment of Internal MedicineWinston SalemNorth CarolinaUSA
| | | | | | - Claire E. Day
- Alzheimer's AssociationNorthern California Northern Nevada ChapterSan JoseCaliforniaUSA
| | - Christy C. Tangney
- University of Southern CaliforniaAlzheimer's Therapeutic Research InstituteSan DiegoCaliforniaUSA
| | - Darren R. Gitelman
- Advocate Health CareDepartment of Behavioral NeurologyDowners GroveIllinoisUSA
| | - Olivia Matongo
- Alzheimer's AssociationIllinois ChapterChicagoIllinoisUSA
| | | | - Valory N. Pavlik
- Baylor College of MedicineDepartment of NeurologyHoustonTexasUSA
| | - Melissa M. Yu
- Baylor College of MedicineDepartment of NeurologyHoustonTexasUSA
| | | | - Richard Elbein
- Alzheimer's AssociationHouston & Southeast Texas ChapterHoustonTexasUSA
| | | | - Stephen Salloway
- Butler Hospital, Memory and Aging Programand Warren Alpert Medical School of Brown UniversityProvidenceRhode IslandUSA
| | - Rena R. Wing
- Brown University, Department of Psychiatry and Human BehaviorSchool of MedicineProvidenceRhode IslandUSA
| | - Susan Antkowiak
- Alzheimer's AssociationRhode Island ChapterProvidenceRhode IslandUSA
| | - Martha Clare Morris
- Rush University Medical Center, Departments of Clinical Nutritionand Family and Preventive MedicineChicagoIllinoisUSA
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Ferretti MT, Ding H, Au R, Liu C, Devine S, Auerbach S, Mez J, Gurnani A, Liu Y, Santuccione A, Ang TFA. Maximizing utility of neuropsychological measures in sex-specific predictive models of incident Alzheimer's disease in the Framingham Heart Study. Alzheimers Dement 2024; 20:1112-1122. [PMID: 37882354 PMCID: PMC10917035 DOI: 10.1002/alz.13500] [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: 02/21/2023] [Revised: 08/23/2023] [Accepted: 09/17/2023] [Indexed: 10/27/2023]
Abstract
INTRODUCTION Sex differences in neuropsychological (NP) test performance might have important implications for the diagnosis of Alzheimer's disease (AD). This study investigates sex differences in neuropsychological performance among individuals without dementia at baseline. METHODS Neuropsychological assessment data, both standard test scores and process coded responses, from Framingham Heart Study participants were analyzed for sex differences using regression model and Cox proportional hazards model. Optimal NP profiles were identified by machine learning methods for men and women. RESULTS Sex differences were observed in both summary scores and composite process scores of NP tests in terms of adjusted means and their associations with AD incidence. The optimal NP profiles for men and women have 10 and 8 measures, respectively, and achieve 0.76 mean area under the curve for AD prediction. DISCUSSION These results suggest that NP tests can be leveraged for developing more sensitive, sex-specific indices for the diagnosis of AD.
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Affiliation(s)
- Maria Teresa Ferretti
- Institute for Regenerative Medicine (IREM)University of ZurichZurichSwitzerland
- Women's Brain ProjectGuntershausenSwitzerland
| | - Huitong Ding
- Department of Anatomy and NeurobiologyBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- The Framingham Heart StudyBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
| | - Rhoda Au
- Department of Anatomy and NeurobiologyBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- The Framingham Heart StudyBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- Department of EpidemiologyBoston University School of Public HealthBostonMassachusettsUSA
- Slone Epidemiology CenterBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- Department of NeurologyBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
| | - Chunyu Liu
- The Framingham Heart StudyBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- Department of BiostatisticsBoston University School of Public HealthBostonMassachusettsUSA
| | - Sherral Devine
- Department of Anatomy and NeurobiologyBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- The Framingham Heart StudyBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
| | - Sanford Auerbach
- Department of NeurologyBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
| | - Jesse Mez
- Department of NeurologyBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
| | - Ashita Gurnani
- Department of NeurologyBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
| | - Yulin Liu
- Department of Anatomy and NeurobiologyBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- The Framingham Heart StudyBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
| | | | - Ting Fang Alvin Ang
- Department of Anatomy and NeurobiologyBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- The Framingham Heart StudyBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
- Slone Epidemiology CenterBoston University Chobanian & Avedisian School of MedicineBostonMassachusettsUSA
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Dubbelman MA, Hendriksen HMA, Harrison JE, Vijverberg EGB, Prins ND, Kroeze LA, Ottenhoff L, Van Leeuwenstijn MMSSA, Verberk IMW, Teunissen CE, van de Giessen EM, Van Harten AC, Van Der Flier WM, Sikkes SAM. Cognitive and Functional Change Over Time in Cognitively Healthy Individuals According to Alzheimer Disease Biomarker-Defined Subgroups. Neurology 2024; 102:e207978. [PMID: 38165338 PMCID: PMC10962908 DOI: 10.1212/wnl.0000000000207978] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Accepted: 10/04/2023] [Indexed: 01/03/2024] Open
Abstract
BACKGROUND AND OBJECTIVES It is unclear to what extent cognitive outcome measures are sensitive to capture decline in Alzheimer disease (AD) prevention trials. We aimed to analyze the sensitivity to changes over time of a range of neuropsychological tests in several cognitively unimpaired, biomarker-defined patient groups. METHODS Cognitively unimpaired individuals from the Amsterdam Dementia Cohort and the SCIENCe project with available AD biomarkers, obtained from CSF, PET scans, and plasma at baseline, were followed over time (4.5 ± 3.1 years, range 0.6-18.9 years). Based on common inclusion criteria for clinical trials, we defined groups (amyloid, phosphorylated tau [p-tau], APOE ε4). Linear mixed models, adjusted for age, sex, and education, were used to estimate change over time in neuropsychological tests, a functional outcome, and 2 cognitive composite measures. Standardized regression coefficients of time in years (βtime) were reported as outcome of interest. We analyzed change over time with full follow-up, as well as with follow-up limited to 1.5 and 3 years. RESULTS We included 387 individuals (aged 61.7 ± 8.6 years; 44% female) in the following (partly overlapping) biomarker groups: APOE ε4 carriers (n = 212), amyloid-positive individuals (n = 109), amyloid-positive APOE ε4 carriers (n = 66), CSF p-tau-positive individuals (n = 127), plasma p-tau-positive individuals (n = 71), and amyloid and CSF p-tau-positive individuals (n = 50), or in a control group (normal biomarkers; n = 65). An executive functioning task showed most decline in all biomarker groups (βtime range -0.30 to -0.71), followed by delayed word list recognition (βtime range -0.18 to -0.50). Functional decline (βtime range -0.17 to -0.63) was observed in all, except the CSF and plasma tau-positive groups. Both composites showed comparable amounts of change (βtime range -0.12 to -0.62) in all groups, except plasma p-tau-positive individuals. When limiting original follow-up duration, many effects disappeared or even flipped direction. DISCUSSION In conclusion, functional, composite, and neuropsychological outcome measures across all cognitive domains detect changes over time in various biomarker-defined groups, with changes being most evident among individuals with more AD pathology. AD prevention trials should use sufficiently long follow-up duration and/or more sensitive outcome measures to optimally capture subtle cognitive changes over time.
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Affiliation(s)
- Mark A Dubbelman
- From the Alzheimer Center Amsterdam, Neurology (M.A.D., H.M.A.H., J.E.H., E.G.B.V., L.A.K., L.O., M.M.S.S.A.V.L., I.M.W.V., C.E.T., A.C.V.H., W.M.V.D.F., S.A.M.S.), and Departments of Radiology & Nuclear Medicine (E.M.v.d.G.), Epidemiology & Data Science (W.M.V.D.F.), and Neurochemistry Laboratory, Department of Laboratory Medicine (I.M.W.V., C.E.T.), Amsterdam UMC, Vrije Universiteit Amsterdam; Neurodegeneration, Amsterdam Neuroscience; Brain Research Center (N.D.P., L.O.); and Department of Clinical, Neuro and Developmental Psychology (S.A.M.S.), Faculty of Behavioral and Movement Sciences, Vrije Universiteit, Amsterdam, the Netherlands
| | - Heleen M A Hendriksen
- From the Alzheimer Center Amsterdam, Neurology (M.A.D., H.M.A.H., J.E.H., E.G.B.V., L.A.K., L.O., M.M.S.S.A.V.L., I.M.W.V., C.E.T., A.C.V.H., W.M.V.D.F., S.A.M.S.), and Departments of Radiology & Nuclear Medicine (E.M.v.d.G.), Epidemiology & Data Science (W.M.V.D.F.), and Neurochemistry Laboratory, Department of Laboratory Medicine (I.M.W.V., C.E.T.), Amsterdam UMC, Vrije Universiteit Amsterdam; Neurodegeneration, Amsterdam Neuroscience; Brain Research Center (N.D.P., L.O.); and Department of Clinical, Neuro and Developmental Psychology (S.A.M.S.), Faculty of Behavioral and Movement Sciences, Vrije Universiteit, Amsterdam, the Netherlands
| | - John E Harrison
- From the Alzheimer Center Amsterdam, Neurology (M.A.D., H.M.A.H., J.E.H., E.G.B.V., L.A.K., L.O., M.M.S.S.A.V.L., I.M.W.V., C.E.T., A.C.V.H., W.M.V.D.F., S.A.M.S.), and Departments of Radiology & Nuclear Medicine (E.M.v.d.G.), Epidemiology & Data Science (W.M.V.D.F.), and Neurochemistry Laboratory, Department of Laboratory Medicine (I.M.W.V., C.E.T.), Amsterdam UMC, Vrije Universiteit Amsterdam; Neurodegeneration, Amsterdam Neuroscience; Brain Research Center (N.D.P., L.O.); and Department of Clinical, Neuro and Developmental Psychology (S.A.M.S.), Faculty of Behavioral and Movement Sciences, Vrije Universiteit, Amsterdam, the Netherlands
| | - Everard G B Vijverberg
- From the Alzheimer Center Amsterdam, Neurology (M.A.D., H.M.A.H., J.E.H., E.G.B.V., L.A.K., L.O., M.M.S.S.A.V.L., I.M.W.V., C.E.T., A.C.V.H., W.M.V.D.F., S.A.M.S.), and Departments of Radiology & Nuclear Medicine (E.M.v.d.G.), Epidemiology & Data Science (W.M.V.D.F.), and Neurochemistry Laboratory, Department of Laboratory Medicine (I.M.W.V., C.E.T.), Amsterdam UMC, Vrije Universiteit Amsterdam; Neurodegeneration, Amsterdam Neuroscience; Brain Research Center (N.D.P., L.O.); and Department of Clinical, Neuro and Developmental Psychology (S.A.M.S.), Faculty of Behavioral and Movement Sciences, Vrije Universiteit, Amsterdam, the Netherlands
| | - Niels D Prins
- From the Alzheimer Center Amsterdam, Neurology (M.A.D., H.M.A.H., J.E.H., E.G.B.V., L.A.K., L.O., M.M.S.S.A.V.L., I.M.W.V., C.E.T., A.C.V.H., W.M.V.D.F., S.A.M.S.), and Departments of Radiology & Nuclear Medicine (E.M.v.d.G.), Epidemiology & Data Science (W.M.V.D.F.), and Neurochemistry Laboratory, Department of Laboratory Medicine (I.M.W.V., C.E.T.), Amsterdam UMC, Vrije Universiteit Amsterdam; Neurodegeneration, Amsterdam Neuroscience; Brain Research Center (N.D.P., L.O.); and Department of Clinical, Neuro and Developmental Psychology (S.A.M.S.), Faculty of Behavioral and Movement Sciences, Vrije Universiteit, Amsterdam, the Netherlands
| | - Lior A Kroeze
- From the Alzheimer Center Amsterdam, Neurology (M.A.D., H.M.A.H., J.E.H., E.G.B.V., L.A.K., L.O., M.M.S.S.A.V.L., I.M.W.V., C.E.T., A.C.V.H., W.M.V.D.F., S.A.M.S.), and Departments of Radiology & Nuclear Medicine (E.M.v.d.G.), Epidemiology & Data Science (W.M.V.D.F.), and Neurochemistry Laboratory, Department of Laboratory Medicine (I.M.W.V., C.E.T.), Amsterdam UMC, Vrije Universiteit Amsterdam; Neurodegeneration, Amsterdam Neuroscience; Brain Research Center (N.D.P., L.O.); and Department of Clinical, Neuro and Developmental Psychology (S.A.M.S.), Faculty of Behavioral and Movement Sciences, Vrije Universiteit, Amsterdam, the Netherlands
| | - Lois Ottenhoff
- From the Alzheimer Center Amsterdam, Neurology (M.A.D., H.M.A.H., J.E.H., E.G.B.V., L.A.K., L.O., M.M.S.S.A.V.L., I.M.W.V., C.E.T., A.C.V.H., W.M.V.D.F., S.A.M.S.), and Departments of Radiology & Nuclear Medicine (E.M.v.d.G.), Epidemiology & Data Science (W.M.V.D.F.), and Neurochemistry Laboratory, Department of Laboratory Medicine (I.M.W.V., C.E.T.), Amsterdam UMC, Vrije Universiteit Amsterdam; Neurodegeneration, Amsterdam Neuroscience; Brain Research Center (N.D.P., L.O.); and Department of Clinical, Neuro and Developmental Psychology (S.A.M.S.), Faculty of Behavioral and Movement Sciences, Vrije Universiteit, Amsterdam, the Netherlands
| | - Mardou M S S A Van Leeuwenstijn
- From the Alzheimer Center Amsterdam, Neurology (M.A.D., H.M.A.H., J.E.H., E.G.B.V., L.A.K., L.O., M.M.S.S.A.V.L., I.M.W.V., C.E.T., A.C.V.H., W.M.V.D.F., S.A.M.S.), and Departments of Radiology & Nuclear Medicine (E.M.v.d.G.), Epidemiology & Data Science (W.M.V.D.F.), and Neurochemistry Laboratory, Department of Laboratory Medicine (I.M.W.V., C.E.T.), Amsterdam UMC, Vrije Universiteit Amsterdam; Neurodegeneration, Amsterdam Neuroscience; Brain Research Center (N.D.P., L.O.); and Department of Clinical, Neuro and Developmental Psychology (S.A.M.S.), Faculty of Behavioral and Movement Sciences, Vrije Universiteit, Amsterdam, the Netherlands
| | - Inge M W Verberk
- From the Alzheimer Center Amsterdam, Neurology (M.A.D., H.M.A.H., J.E.H., E.G.B.V., L.A.K., L.O., M.M.S.S.A.V.L., I.M.W.V., C.E.T., A.C.V.H., W.M.V.D.F., S.A.M.S.), and Departments of Radiology & Nuclear Medicine (E.M.v.d.G.), Epidemiology & Data Science (W.M.V.D.F.), and Neurochemistry Laboratory, Department of Laboratory Medicine (I.M.W.V., C.E.T.), Amsterdam UMC, Vrije Universiteit Amsterdam; Neurodegeneration, Amsterdam Neuroscience; Brain Research Center (N.D.P., L.O.); and Department of Clinical, Neuro and Developmental Psychology (S.A.M.S.), Faculty of Behavioral and Movement Sciences, Vrije Universiteit, Amsterdam, the Netherlands
| | - Charlotte E Teunissen
- From the Alzheimer Center Amsterdam, Neurology (M.A.D., H.M.A.H., J.E.H., E.G.B.V., L.A.K., L.O., M.M.S.S.A.V.L., I.M.W.V., C.E.T., A.C.V.H., W.M.V.D.F., S.A.M.S.), and Departments of Radiology & Nuclear Medicine (E.M.v.d.G.), Epidemiology & Data Science (W.M.V.D.F.), and Neurochemistry Laboratory, Department of Laboratory Medicine (I.M.W.V., C.E.T.), Amsterdam UMC, Vrije Universiteit Amsterdam; Neurodegeneration, Amsterdam Neuroscience; Brain Research Center (N.D.P., L.O.); and Department of Clinical, Neuro and Developmental Psychology (S.A.M.S.), Faculty of Behavioral and Movement Sciences, Vrije Universiteit, Amsterdam, the Netherlands
| | - Elsmarieke M van de Giessen
- From the Alzheimer Center Amsterdam, Neurology (M.A.D., H.M.A.H., J.E.H., E.G.B.V., L.A.K., L.O., M.M.S.S.A.V.L., I.M.W.V., C.E.T., A.C.V.H., W.M.V.D.F., S.A.M.S.), and Departments of Radiology & Nuclear Medicine (E.M.v.d.G.), Epidemiology & Data Science (W.M.V.D.F.), and Neurochemistry Laboratory, Department of Laboratory Medicine (I.M.W.V., C.E.T.), Amsterdam UMC, Vrije Universiteit Amsterdam; Neurodegeneration, Amsterdam Neuroscience; Brain Research Center (N.D.P., L.O.); and Department of Clinical, Neuro and Developmental Psychology (S.A.M.S.), Faculty of Behavioral and Movement Sciences, Vrije Universiteit, Amsterdam, the Netherlands
| | - Argonde C Van Harten
- From the Alzheimer Center Amsterdam, Neurology (M.A.D., H.M.A.H., J.E.H., E.G.B.V., L.A.K., L.O., M.M.S.S.A.V.L., I.M.W.V., C.E.T., A.C.V.H., W.M.V.D.F., S.A.M.S.), and Departments of Radiology & Nuclear Medicine (E.M.v.d.G.), Epidemiology & Data Science (W.M.V.D.F.), and Neurochemistry Laboratory, Department of Laboratory Medicine (I.M.W.V., C.E.T.), Amsterdam UMC, Vrije Universiteit Amsterdam; Neurodegeneration, Amsterdam Neuroscience; Brain Research Center (N.D.P., L.O.); and Department of Clinical, Neuro and Developmental Psychology (S.A.M.S.), Faculty of Behavioral and Movement Sciences, Vrije Universiteit, Amsterdam, the Netherlands
| | - Wiesje M Van Der Flier
- From the Alzheimer Center Amsterdam, Neurology (M.A.D., H.M.A.H., J.E.H., E.G.B.V., L.A.K., L.O., M.M.S.S.A.V.L., I.M.W.V., C.E.T., A.C.V.H., W.M.V.D.F., S.A.M.S.), and Departments of Radiology & Nuclear Medicine (E.M.v.d.G.), Epidemiology & Data Science (W.M.V.D.F.), and Neurochemistry Laboratory, Department of Laboratory Medicine (I.M.W.V., C.E.T.), Amsterdam UMC, Vrije Universiteit Amsterdam; Neurodegeneration, Amsterdam Neuroscience; Brain Research Center (N.D.P., L.O.); and Department of Clinical, Neuro and Developmental Psychology (S.A.M.S.), Faculty of Behavioral and Movement Sciences, Vrije Universiteit, Amsterdam, the Netherlands
| | - Sietske A M Sikkes
- From the Alzheimer Center Amsterdam, Neurology (M.A.D., H.M.A.H., J.E.H., E.G.B.V., L.A.K., L.O., M.M.S.S.A.V.L., I.M.W.V., C.E.T., A.C.V.H., W.M.V.D.F., S.A.M.S.), and Departments of Radiology & Nuclear Medicine (E.M.v.d.G.), Epidemiology & Data Science (W.M.V.D.F.), and Neurochemistry Laboratory, Department of Laboratory Medicine (I.M.W.V., C.E.T.), Amsterdam UMC, Vrije Universiteit Amsterdam; Neurodegeneration, Amsterdam Neuroscience; Brain Research Center (N.D.P., L.O.); and Department of Clinical, Neuro and Developmental Psychology (S.A.M.S.), Faculty of Behavioral and Movement Sciences, Vrije Universiteit, Amsterdam, the Netherlands
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Duran T, Gaussoin SA, Latham LA, Rundle MM, Espeland MA, Williams BJ, Hughes TM, Craft S, Sachs BC, Bateman JR, Lockhart SN. Examining a Preclinical Alzheimer's Cognitive Composite for Telehealth Administration for Reliability Between In-Person and Remote Cognitive Testing with Neuroimaging Biomarkers. J Alzheimers Dis 2024; 99:679-691. [PMID: 38669545 DOI: 10.3233/jad-231435] [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: 04/28/2024]
Abstract
Background The preclinical Alzheimer's cognitive composite (PACC) was developed for in-person administration to capture subtle cognitive decline. At the outset of the COVID-19 pandemic, cognitive testing was increasingly performed remotely by telephone or video administration. It is desirable to have a harmonized composite measurement derived from both in-person and remote assessments for identifying cognitive changes and to examine its relationship with common neuroimaging biomarkers. Objective We defined a telehealth compatible PACC (tPACC) and examined its relationship with neuroimaging biomarkers related to neurodegeneration, brain function and perfusion, white matter integrity, and amyloid-β. Methods We examined 648 participants' neuroimaging and in-person and remote cognitive testing data from the Wake Forest Alzheimer's Disease Research Center's Clinical Core cohort (observational study) to calculate a modified PACC (PACC5-RAVLT) score and tPACC scores (in-person and remote). We performed Spearman/intraclass correlation coefficient (ICC) analyses for reliability of tPACC scores and linear regression models to evaluate associations between tPACC and neuroimaging. Bland-Altman plots for agreement were constructed across cognitively normal and impaired (mild cognitive impairment and dementia) participants. Results There was a significant positive relationship between tPACCin - person and PACC5-RAVLT (Overall group: r2 = 0.94, N = 648), and tPACCin - person and tPACCremote (validation subgroup: ICC = 0.82, n = 53). Overall, tPACC showed significant associations with brain thickness/volume, gray matter perfusion, white matter free water, and amyloid-β deposition. Conclusions There is a good agreement between tPACCand PACC5-RAVLTfor cognitively normal and impaired individuals. The tPACC is associated with common neuroimaging markers of Alzheimer's disease.
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Affiliation(s)
- Tugce Duran
- Department of Internal Medicine-Gerontology and Geriatric Medicine, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Sarah A Gaussoin
- Department of Biostatistics and Data Science, Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Lauren A Latham
- Department of Internal Medicine-Gerontology and Geriatric Medicine, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Melissa M Rundle
- Department of Internal Medicine-Gerontology and Geriatric Medicine, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Mark A Espeland
- Department of Internal Medicine-Gerontology and Geriatric Medicine, Wake Forest University School of Medicine, Winston-Salem, NC, USA
- Department of Biostatistics and Data Science, Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Benjamin J Williams
- Department of Neurology, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Timothy M Hughes
- Department of Internal Medicine-Gerontology and Geriatric Medicine, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Suzanne Craft
- Department of Internal Medicine-Gerontology and Geriatric Medicine, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Bonnie C Sachs
- Department of Internal Medicine-Gerontology and Geriatric Medicine, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - James R Bateman
- Department of Neurology, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Samuel N Lockhart
- Department of Internal Medicine-Gerontology and Geriatric Medicine, Wake Forest University School of Medicine, Winston-Salem, NC, USA
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Teipel SJ, Dyrba M, Kleineidam L, Brosseron F, Levin F, Bruno D, Buerger K, Cosma N, Schneider L, Düzel E, Glanz W, Fliessbach K, Janowitz D, Kilimann I, Laske C, Munk MH, Maier F, Peters O, Pomara N, Perneczky R, Rauchmann B, Priller J, Ramirez A, Roy N, Schneider A, Spottke A, Spruth EJ, Roeske S, Wagner M, Wiltfang J, Wolfsgruber S, Bartels C, Jessen F, Heneka MT. Association of latent factors of neuroinflammation with Alzheimer's disease pathology and longitudinal cognitive decline. ALZHEIMER'S & DEMENTIA (AMSTERDAM, NETHERLANDS) 2024; 16:e12510. [PMID: 38213951 PMCID: PMC10781650 DOI: 10.1002/dad2.12510] [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] [Received: 05/26/2023] [Revised: 11/06/2023] [Accepted: 11/10/2023] [Indexed: 01/13/2024]
Abstract
INTRODUCTION We investigated the association of inflammatory mechanisms with markers of Alzheimer's disease (AD) pathology and rates of cognitive decline in the AD spectrum. METHODS We studied 296 cases from the Deutsches Zentrum für Neurodegenerative Erkrankungen Longitudinal Cognitive Impairment and Dementia Study (DELCODE) cohort, and an extension cohort of 276 cases of the Alzheimer's Disease Neuroimaging Initiative study. Using Bayesian confirmatory factor analysis, we constructed latent factors for synaptic integrity, microglia, cerebrovascular endothelial function, cytokine/chemokine, and complement components of the inflammatory response using a set of inflammatory markers in cerebrospinal fluid. RESULTS We found strong evidence for an association of synaptic integrity, microglia response, and cerebrovascular endothelial function with a latent factor of AD pathology and with rates of cognitive decline. We found evidence against an association of complement and cytokine/chemokine factors with AD pathology and rates of cognitive decline. DISCUSSION Latent factors provided access to directly unobservable components of the neuroinflammatory response and their association with AD pathology and cognitive decline.
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Martínez-Dubarbie F, López-García S, Lage C, Di Molfetta G, Fernández-Matarrubia M, Pozueta-Cantudo A, García-Martínez M, Corrales-Pardo A, Bravo M, Jiménez-Bonilla J, Quirce R, Marco de Lucas E, Drake-Pérez M, Tordesillas D, López-Hoyos M, Irure-Ventura J, Valeriano-Lorenzo E, Blennow K, Ashton NJ, Zetterberg H, Rodríguez-Rodríguez E, Sánchez-Juan P. Plasma Phosphorylated Tau 231 Increases at One-Year Intervals in Cognitively Unimpaired Subjects. J Alzheimers Dis 2024; 98:1029-1042. [PMID: 38489191 DOI: 10.3233/jad-231479] [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: 03/17/2024]
Abstract
Background Plasma biomarkers of Alzheimer's disease (AD) constitute a non-invasive tool for diagnosing and classifying subjects. They change even in preclinical stages, but it is necessary to understand their properties so they can be helpful in a clinical context. Objective With this work we want to study the evolution of p-tau231 plasma levels in the preclinical stages of AD and its relationship with both cognitive and imaging parameters. Methods We evaluated plasma phosphorylated (p)-tau231 levels in 146 cognitively unimpaired subjects in sequential visits. We performed a Linear Mixed-effects Model to analyze their rate of change. We also correlated their baseline levels with cognitive tests and structural and functional image values. ATN status was defined based on cerebrospinal fluid biomarkers. Results Plasma p-tau231 showed a significant rate of change over time. It correlated negatively with memory tests only in amyloid-positive subjects. No significant correlations were found with any imaging measures. Conclusions Increases in plasma p-tau231 can be detected at one-year intervals in cognitively healthy subjects. It could constitute a sensitive marker for detecting early signs of neuronal network impairment by amyloid.
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Affiliation(s)
- Francisco Martínez-Dubarbie
- Neurology Service, Marqués de Valdecilla University Hospital, Santander, Spain
- Institute for Research Marqués de Valdecilla (IDIVAL), Santander, Spain
| | - Sara López-García
- Neurology Service, Marqués de Valdecilla University Hospital, Santander, Spain
- Institute for Research Marqués de Valdecilla (IDIVAL), Santander, Spain
| | - Carmen Lage
- Neurology Service, Marqués de Valdecilla University Hospital, Santander, Spain
- Institute for Research Marqués de Valdecilla (IDIVAL), Santander, Spain
- Atlantic Fellow for Equity in Brain health, Global Brain Health Institute, University of California, San Francisco, CA, USA
| | - Guglielmo Di Molfetta
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden
| | - Marta Fernández-Matarrubia
- Neurology Service, Marqués de Valdecilla University Hospital, Santander, Spain
- Institute for Research Marqués de Valdecilla (IDIVAL), Santander, Spain
| | - Ana Pozueta-Cantudo
- Neurology Service, Marqués de Valdecilla University Hospital, Santander, Spain
- Institute for Research Marqués de Valdecilla (IDIVAL), Santander, Spain
| | - María García-Martínez
- Neurology Service, Marqués de Valdecilla University Hospital, Santander, Spain
- Institute for Research Marqués de Valdecilla (IDIVAL), Santander, Spain
| | - Andrea Corrales-Pardo
- Neurology Service, Marqués de Valdecilla University Hospital, Santander, Spain
- Institute for Research Marqués de Valdecilla (IDIVAL), Santander, Spain
| | - María Bravo
- Neurology Service, Marqués de Valdecilla University Hospital, Santander, Spain
- Institute for Research Marqués de Valdecilla (IDIVAL), Santander, Spain
| | - Julio Jiménez-Bonilla
- Nuclear Medicine Department, Marqués de Valdecilla University Hospital, University of Cantabria and Institute for Research Marqués de Valdecilla (IDIVAL), Santander, Spain
| | - Remedios Quirce
- Nuclear Medicine Department, Marqués de Valdecilla University Hospital, University of Cantabria and Institute for Research Marqués de Valdecilla (IDIVAL), Santander, Spain
| | | | - Marta Drake-Pérez
- Radiology Department, Marqués de Valdecilla University Hospital, Santander, Spain
| | - Diana Tordesillas
- Radiology Department, Marqués de Valdecilla University Hospital, Santander, Spain
| | - Marcos López-Hoyos
- Institute for Research Marqués de Valdecilla (IDIVAL), Santander, Spain
- Immunology Department, Marqués de Valdecilla University Hospital, Santander, Spain
| | - Juan Irure-Ventura
- Institute for Research Marqués de Valdecilla (IDIVAL), Santander, Spain
- Immunology Department, Marqués de Valdecilla University Hospital, Santander, Spain
| | | | - Kaj Blennow
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Nicholas J Ashton
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden
- Centre for Age-Related Medicine, Stavanger University Hospital, Stavanger, Norway
- King's College London, Institute of Psychiatry, Psychology and Neuroscience, Maurice Wohl Institute Clinical Neuroscience Institute, London, UK
- NIHR Biomedical Research Centre for Mental Health and Biomedical Research Unit for Dementia at South London and Maudsley NHS Foundation, London, UK
| | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Gothenburg, 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
| | - Eloy Rodríguez-Rodríguez
- Neurology Service, Marqués de Valdecilla University Hospital, Santander, Spain
- Institute for Research Marqués de Valdecilla (IDIVAL), Santander, Spain
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, Madrid, Spain
| | - Pascual Sánchez-Juan
- Alzheimer's Centre Reina Sofia-CIEN Foundation-ISCIII, Madrid, Spain
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, Madrid, Spain
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Rapos Pereira F, George N, Dalla Barba G, Dubois B, La Corte V. The Memory Binding Test Detects Early Subtle Episodic Memory Decline in Preclinical Alzheimer's Disease: A Longitudinal Study. J Alzheimers Dis 2024; 98:465-479. [PMID: 38393903 DOI: 10.3233/jad-230921] [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: 02/25/2024]
Abstract
Background The asymptomatic at-risk phase might be the optimal time-window to establish clinically meaningful endpoints in Alzheimer's disease (AD). Objective We investigated whether, compared with the Free and Cued Selective Reminding Test (FCSRT), the Memory Binding Test (MBT) can anticipate the diagnosis of emergent subtle episodic memory (EM) deficits to an at-risk phase. Methods Five-year longitudinal FCSRT and MBT scores from 45 individuals matched for age, education, and gender, were divided into 3 groups of 15 subjects: Aβ-/controls, Aβ+/stable, and Aβ+/progressors (preclinical-AD). The MBT adds an associative memory component (binding), particularly sensitive to subtle EM decline. Results In the MBT, EM decline started in the Aβ+/progressors (preclinical-AD) up to 4 years prior to diagnosis in delayed free recall (FR), followed by decline in binding-associated scores 1 year later. Conversely, in the FCSRT, EM-decline began later, up to 3 years prior to diagnosis, in the same group on both immediate and delayed versions of FR, while on total recall (TR) and intrusions decline started only 1 year prior to diagnosis. Conclusions The MBT seems more sensitive than the FCSRT for early EM-decline detection, regarding the year of diagnosis and the number of scores showing AD-linked EM deficits (associated with the AD-characteristic amnesic hippocampal syndrome). Considering the MBT as a detection tool of early subtle EM-decline in an asymptomatic at-risk phase, and the FCSRT as a classification tool of stages of EM-decline from a preclinical phase, these tests ought to potentially become complementary diagnostic tools that can foster therapies to delay cognitive decline. Clinical trial registration title: Electrophysiological markers of the progression to clinical Alzheimer disease in asymptomatic at-risk individuals: a longitudinal event-related potential study of episodic memory in the INSIGHT pre-AD cohort (acronym: ePARAD).
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Affiliation(s)
- Filipa Rapos Pereira
- Institut du Cerveau - Paris Brain Institute - ICM, INSERM, U 1127, CNRS, UMR 7225' APHP, CENIR, Centre MEG-EEG, Sorbonne Université, Hôpital de la Pitié-Salpêtrière, Paris, France
- Department of Neurology, Institute of Memory and Alzheimer's Disease (IM2A), Pitié-Salpêtrière University Hospital, Assistance Publique - Hôpitaux de Paris (AP-HP), Paris, France
| | - Nathalie George
- Institut du Cerveau - Paris Brain Institute - ICM, INSERM, U 1127, CNRS, UMR 7225' APHP, CENIR, Centre MEG-EEG, Sorbonne Université, Hôpital de la Pitié-Salpêtrière, Paris, France
| | | | - Bruno Dubois
- Institut du Cerveau - Paris Brain Institute - ICM, INSERM, U 1127, CNRS, UMR 7225' APHP, CENIR, Centre MEG-EEG, Sorbonne Université, Hôpital de la Pitié-Salpêtrière, Paris, France
- Department of Neurology, Institute of Memory and Alzheimer's Disease (IM2A), Pitié-Salpêtrière University Hospital, Assistance Publique - Hôpitaux de Paris (AP-HP), Paris, France
- Department of Neurology, Centre of Excellence of Neurodegenerative Disease (CoEN), ICM, CIC Neurosciences, Assistance Publique - Hôpitaux de Paris (AP-HP), Hôpital Pitié-Salpêtrière, Sorbonne Université, Paris, France
| | - Valentina La Corte
- Department of Neurology, Institute of Memory and Alzheimer's Disease (IM2A), Pitié-Salpêtrière University Hospital, Assistance Publique - Hôpitaux de Paris (AP-HP), Paris, France
- Laboratoire Mémoire Cerveau et Cognition (UR 7536), Institut de Psychologie, Université Paris Cité, Boulogne-Billancourt, France
- Institut Universitaire de France, Paris, France
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Neațu M, Covaliu A, Ioniță I, Jugurt A, Davidescu EI, Popescu BO. Monoclonal Antibody Therapy in Alzheimer's Disease. Pharmaceutics 2023; 16:60. [PMID: 38258071 PMCID: PMC11154277 DOI: 10.3390/pharmaceutics16010060] [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: 11/03/2023] [Revised: 12/22/2023] [Accepted: 12/28/2023] [Indexed: 01/24/2024] Open
Abstract
Alzheimer's disease is a neurodegenerative condition marked by the progressive deterioration of cognitive abilities, memory impairment, and the accumulation of abnormal proteins, specifically beta-amyloid plaques and tau tangles, within the brain. Despite extensive research efforts, Alzheimer's disease remains without a cure, presenting a significant global healthcare challenge. Recently, there has been an increased focus on antibody-based treatments as a potentially effective method for dealing with Alzheimer's disease. This paper offers a comprehensive overview of the current status of research on antibody-based molecules as therapies for Alzheimer's disease. We will briefly mention their mechanisms of action, therapeutic efficacy, and safety profiles while addressing the challenges and limitations encountered during their development. We also highlight some crucial considerations in antibody-based treatment development, including patient selection criteria, dosing regimens, or safety concerns. In conclusion, antibody-based therapies present a hopeful outlook for addressing Alzheimer's disease. While challenges remain, the accumulating evidence suggests that these therapies may offer substantial promise in ameliorating or preventing the progression of this debilitating condition, thus potentially enhancing the quality of life for the millions of individuals and families affected by Alzheimer's disease worldwide.
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Affiliation(s)
- Monica Neațu
- Department of Clinical Neurosciences, “Carol Davila” University of Medicine and Pharmacy, 050474 Bucharest, Romania; (M.N.); (A.C.); (I.I.); (A.J.); (B.O.P.)
- Department of Neurology, Colentina Clinical Hospital, 020125 Bucharest, Romania
| | - Anca Covaliu
- Department of Clinical Neurosciences, “Carol Davila” University of Medicine and Pharmacy, 050474 Bucharest, Romania; (M.N.); (A.C.); (I.I.); (A.J.); (B.O.P.)
- Department of Neurology, Colentina Clinical Hospital, 020125 Bucharest, Romania
| | - Iulia Ioniță
- Department of Clinical Neurosciences, “Carol Davila” University of Medicine and Pharmacy, 050474 Bucharest, Romania; (M.N.); (A.C.); (I.I.); (A.J.); (B.O.P.)
- Department of Neurology, Colentina Clinical Hospital, 020125 Bucharest, Romania
| | - Ana Jugurt
- Department of Clinical Neurosciences, “Carol Davila” University of Medicine and Pharmacy, 050474 Bucharest, Romania; (M.N.); (A.C.); (I.I.); (A.J.); (B.O.P.)
- Department of Neurology, Colentina Clinical Hospital, 020125 Bucharest, Romania
| | - Eugenia Irene Davidescu
- Department of Clinical Neurosciences, “Carol Davila” University of Medicine and Pharmacy, 050474 Bucharest, Romania; (M.N.); (A.C.); (I.I.); (A.J.); (B.O.P.)
- Department of Neurology, Colentina Clinical Hospital, 020125 Bucharest, Romania
| | - Bogdan Ovidiu Popescu
- Department of Clinical Neurosciences, “Carol Davila” University of Medicine and Pharmacy, 050474 Bucharest, Romania; (M.N.); (A.C.); (I.I.); (A.J.); (B.O.P.)
- Department of Neurology, Colentina Clinical Hospital, 020125 Bucharest, Romania
- Department of Cell Biology, Neurosciences and Experimental Myology, “Victor Babeș” National Institute of Pathology, 050096 Bucharest, Romania
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Schlosser M, Klimecki OM, Collette F, Gonneaud J, Kliegel M, Marchant NL, Chételat G, Lutz A. An 18-month meditation training selectively improves psychological well-being in older adults: A secondary analysis of a randomised controlled trial. PLoS One 2023; 18:e0294753. [PMID: 38039341 PMCID: PMC10691714 DOI: 10.1371/journal.pone.0294753] [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: 01/31/2023] [Accepted: 11/08/2023] [Indexed: 12/03/2023] Open
Abstract
OBJECTIVES As the world population is ageing, it is vital to understand how older adults can maintain and deepen their psychological well-being as they are confronted with the unique challenges of ageing in a complex world. Theoretical work has highlighted the promising role of intentional mental training such as meditation practice for enhancing human flourishing. However, meditation-based randomised controlled trials in older adults are lacking. We aimed to investigate the effects of meditation training on psychological well-being in older adults. METHODS This study presents a secondary analysis of the Age-Well trial (ClinicalTrials.gov: NCT02977819), which randomised 137 healthy older adults (age range: 65 to 84 years) to an 18-month meditation training, an active comparator (English language training), or a passive control. Well-being was measured at baseline, mid-intervention, and 18-month post-randomisation using the Psychological Well-being Scale (PWBS), the World Health Organisation's Quality of Life (QoL) Assessment psychological subscale, and composite scores reflecting the meditation-based well-being dimensions of awareness, connection, insight, and a global score comprising the average of these meditation-based dimensions. RESULTS The 18-month meditation training was superior to English training on changes in the global score (0.54 [95% CI: 0.26, 0.82], p = 0.0002) and the subscales of awareness, connection, insight, and superior to no-intervention only on changes in the global score (0.54 [95% CI: 0.26, 0.82], p = 0.0002) and awareness. Between-group differences in psychological QoL in favour of meditation did not remain significant after adjusting for multiple comparisons. There were no between-group differences in PWBS total score. Within the meditation group, psychological QoL, awareness, insight, and the global score increased significantly from baseline to 18-month post-randomisation. CONCLUSION The longest randomised meditation training conducted to date enhanced a global composite score reflecting the meditation-based well-being dimensions of awareness, connection, and insight in older adults. Future research is needed to delineate the cognitive, affective, and behavioural factors that predict responsiveness to meditation and thus help refine the development of tailored meditation training.
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Affiliation(s)
- Marco Schlosser
- Division of Psychiatry, Faculty of Brain Sciences, University College London, London, United Kingdom
- Department of Psychology, Faculty of Psychology and Educational Sciences, University of Geneva, Geneva, Switzerland
| | - Olga M. Klimecki
- Swiss Center for Affective Sciences, University of Geneva, Geneva, Switzerland
- Clinical Psychology and Behavioral Neuroscience, Faculty of Psychology, Technische Universität Dresden, Dresden, Germany
| | - Fabienne Collette
- GIGA-CRC In Vivo Imaging, University of Liège, Liège, Belgium
- Psychology and Neuroscience of Cognition Research Unit, Faculty of Psychology and Educational Sciences, University of Liège, Liège, Belgium
| | - Julie Gonneaud
- Normandie Univ, UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders", Neuropresage Team, Cyceron, Caen, France
| | - Matthias Kliegel
- Department of Psychology, Faculty of Psychology and Educational Sciences, University of Geneva, Geneva, Switzerland
| | - Natalie L. Marchant
- Division of Psychiatry, Faculty of Brain Sciences, University College London, London, United Kingdom
| | - Gaël Chételat
- Normandie Univ, UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders", Neuropresage Team, Cyceron, Caen, France
| | - Antoine Lutz
- Eduwell Team, Lyon Neuroscience Research Center Inserm U1028, CNRS UMR5292, Lyon 1 University, Lyon, France
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Nemali A, Vockert N, Berron D, Maas A, Bernal J, Yakupov R, Peters O, Gref D, Cosma N, Preis L, Priller J, Spruth E, Altenstein S, Lohse A, Fliessbach K, Kimmich O, Vogt I, Wiltfang J, Hansen N, Bartels C, Schott BH, Maier F, Meiberth D, Glanz W, Incesoy E, Butryn M, Buerger K, Janowitz D, Pernecky R, Rauchmann B, Burow L, Teipel S, Kilimann I, Göerß D, Dyrba M, Laske C, Munk M, Sanzenbacher C, Müller S, Spottke A, Roy N, Heneka M, Brosseron F, Roeske S, Dobisch L, Ramirez A, Ewers M, Dechent P, Scheffler K, Kleineidam L, Wolfsgruber S, Wagner M, Jessen F, Duzel E, Ziegler G. Gaussian Process-based prediction of memory performance and biomarker status in ageing and Alzheimer's disease-A systematic model evaluation. Med Image Anal 2023; 90:102913. [PMID: 37660483 DOI: 10.1016/j.media.2023.102913] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 06/28/2023] [Accepted: 07/25/2023] [Indexed: 09/05/2023]
Abstract
Neuroimaging markers based on Magnetic Resonance Imaging (MRI) combined with various other measures (such as genetic covariates, biomarkers, vascular risk factors, neuropsychological tests etc.) might provide useful predictions of clinical outcomes during the progression towards Alzheimer's disease (AD). The use of multiple features in predictive frameworks for clinical outcomes has become increasingly prevalent in AD research. However, many studies do not focus on systematically and accurately evaluating combinations of multiple input features. Hence, the aim of the present work is to explore and assess optimal combinations of various features for MR-based prediction of (1) cognitive status and (2) biomarker positivity with a multi-kernel learning Gaussian process framework. The explored features and parameters included (A) combinations of brain tissues, modulation, smoothing, and image resolution; (B) incorporating demographics & clinical covariates; (C) the impact of the size of the training data set; (D) the influence of dimensionality reduction and the choice of kernel types. The approach was tested in a large German cohort including 959 subjects from the multicentric longitudinal study of cognitive impairment and dementia (DELCODE). Our evaluation suggests the best prediction of memory performance was obtained for a combination of neuroimaging markers, demographics, genetic information (ApoE4) and CSF biomarkers explaining 57% of outcome variance in out-of-sample predictions. The highest performance for Aβ42/40 status classification was achieved for a combination of demographics, ApoE4, and a memory score while usage of structural MRI further improved the classification of individual patient's pTau status.
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Affiliation(s)
- A Nemali
- Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University Magdeburg, Germany; German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.
| | - N Vockert
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - D Berron
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - A Maas
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - J Bernal
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - R Yakupov
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - O Peters
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany; Charité-Universitätsmedizin Berlin, Campus Benjamin Franklin, Department of Psychiatry, Hindenburgdamm 30, 12203, Berlin, Germany
| | - D Gref
- Charité-Universitätsmedizin Berlin, Campus Benjamin Franklin, Department of Psychiatry, Hindenburgdamm 30, 12203, Berlin, Germany
| | - N Cosma
- Charité-Universitätsmedizin Berlin, Campus Benjamin Franklin, Department of Psychiatry, Hindenburgdamm 30, 12203, Berlin, Germany
| | - L Preis
- Charité-Universitätsmedizin Berlin, Campus Benjamin Franklin, Department of Psychiatry, Hindenburgdamm 30, 12203, Berlin, Germany
| | - J Priller
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany; Department of Psychiatry and Psychotherapy, Charité, Charitéplatz 1, 10117 Berlin, Germany; School of Medicine, Technical University of Munich; Department of Psychiatry and Psychotherapy, Munich, Germany; University of Edinburgh and UK DRI, Edinburgh, UK
| | - E Spruth
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany; Department of Psychiatry and Psychotherapy, Charité, Charitéplatz 1, 10117 Berlin, Germany
| | - S Altenstein
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany; Department of Psychiatry and Psychotherapy, Charité, Charitéplatz 1, 10117 Berlin, Germany
| | - A Lohse
- Department of Psychiatry and Psychotherapy, Charité, Charitéplatz 1, 10117 Berlin, Germany
| | - K Fliessbach
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127 Bonn, Germany; University of Bonn Medical Center, Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Venusberg-Campus 1, 53127 Bonn, Germany
| | - O Kimmich
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127 Bonn, Germany
| | - I Vogt
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127 Bonn, Germany
| | - J Wiltfang
- German Center for Neurodegenerative Diseases (DZNE), Goettingen, Germany; Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Von-Siebold-Str. 5, 37075 Goettingen, Germany; Neurosciences and Signaling Group, Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Aveiro, Portugal
| | - N Hansen
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Von-Siebold-Str. 5, 37075 Goettingen, Germany
| | - C Bartels
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Von-Siebold-Str. 5, 37075 Goettingen, Germany
| | - B H Schott
- Leibniz Institute for Neurobiology, Magdeburg, Germany; German Center for Neurodegenerative Diseases (DZNE), Goettingen, Germany; Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Von-Siebold-Str. 5, 37075 Goettingen, Germany
| | - F Maier
- Department of Psychiatry, University of Cologne, Medical Faculty, Kerpener Strasse 62, 50924 Cologne, Germany
| | - D Meiberth
- Department of Psychiatry, University of Cologne, Medical Faculty, Kerpener Strasse 62, 50924 Cologne, Germany
| | - W Glanz
- Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University Magdeburg, Germany
| | - E Incesoy
- Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University Magdeburg, Germany; German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - M Butryn
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - K Buerger
- German Center for Neurodegenerative Diseases (DZNE, Munich), Feodor-Lynen-Strasse 17, 81377 Munich, Germany; Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Feodor-Lynen-Strasse 17, 81377 Munich, Germany
| | - D Janowitz
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Feodor-Lynen-Strasse 17, 81377 Munich, Germany
| | - R Pernecky
- German Center for Neurodegenerative Diseases (DZNE, Munich), Feodor-Lynen-Strasse 17, 81377 Munich, Germany; Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany; Munich Cluster for Systems Neurology (SyNergy) Munich, Munich, Germany; Ageing Epidemiology Research Unit (AGE), School of Public Health, Imperial College London, London, UK
| | - B Rauchmann
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
| | - L Burow
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
| | - S Teipel
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany; Department of Psychosomatic Medicine, Rostock University Medical Center, Gehlsheimer Str. 20, 18147 Rostock, Germany
| | - I Kilimann
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany; Department of Psychosomatic Medicine, Rostock University Medical Center, Gehlsheimer Str. 20, 18147 Rostock, Germany
| | - D Göerß
- Department of Psychosomatic Medicine, Rostock University Medical Center, Gehlsheimer Str. 20, 18147 Rostock, Germany
| | - M Dyrba
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany
| | - C Laske
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany; Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany
| | - M Munk
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany; Department of Psychiatry and Psychotherapy, University of Tuebingen, Tuebingen, Germany
| | - C Sanzenbacher
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
| | - S Müller
- Department of Psychiatry and Psychotherapy, University of Tuebingen, Tuebingen, Germany
| | - A Spottke
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127 Bonn, Germany; Department of Neurology, University of Bonn, Venusberg-Campus 1, 53127 Bonn, Germany
| | - N Roy
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127 Bonn, Germany
| | - M Heneka
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127 Bonn, Germany; Department of Psychiatry and Psychotherapy, University of Bonn, Venusberg-Campus 1, 53127 Bonn, Germany
| | - F Brosseron
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127 Bonn, Germany
| | - S Roeske
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127 Bonn, Germany
| | - L Dobisch
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - A Ramirez
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127 Bonn, Germany; Department of Neurology, University of Bonn, Venusberg-Campus 1, 53127 Bonn, Germany; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), University of Cologne, Joseph-Stelzmann-Strasse 26, 50931 Köln, Germany; Division of Neurogenetics and Molecular Psychiatry, Department of Psychiatry and Psychotherapy, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany; Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases, San Antonio, TX, USA
| | - M Ewers
- German Center for Neurodegenerative Diseases (DZNE, Munich), Feodor-Lynen-Strasse 17, 81377 Munich, Germany; Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Feodor-Lynen-Strasse 17, 81377 Munich, Germany
| | - P Dechent
- MR-Research in Neurosciences, Department of Cognitive Neurology, Georg-August-University Goettingen, Germany
| | - K Scheffler
- Department for Biomedical Magnetic Resonance, University of Tübingen, 72076 Tübingen, Germany
| | - L Kleineidam
- University of Bonn Medical Center, Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Venusberg-Campus 1, 53127 Bonn, Germany
| | - S Wolfsgruber
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127 Bonn, Germany; University of Bonn Medical Center, Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Venusberg-Campus 1, 53127 Bonn, Germany
| | - M Wagner
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127 Bonn, Germany; University of Bonn Medical Center, Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Venusberg-Campus 1, 53127 Bonn, Germany
| | - F Jessen
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Venusberg-Campus 1, 53127 Bonn, Germany; Department of Psychiatry, University of Cologne, Medical Faculty, Kerpener Strasse 62, 50924 Cologne, Germany; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), University of Cologne, Joseph-Stelzmann-Strasse 26, 50931 Köln, Germany
| | - E Duzel
- Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University Magdeburg, Germany; German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - G Ziegler
- Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University Magdeburg, Germany; German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
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34
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Stark M, Wolfsgruber S, Kleineidam L, Frommann I, Altenstein S, Bartels C, Brosseron F, Buerger K, Burow L, Butryn M, Ewers M, Fliessbach K, Gabelin T, Glanz W, Goerss D, Gref D, Hansen N, Heneka MT, Hinderer P, Incesoy EI, Janowitz D, Kilimann I, Kimmich O, Laske C, Munk MH, Perneczky R, Peters O, Preis L, Priller J, Rauchmann BS, Rostamzadeh A, Roy-Kluth N, Sanzenbacher C, Schneider A, Schott BH, Spottke A, Spruth EJ, Teipel S, Vogt IR, Wiltfang J, Duzel E, Jessen F, Wagner M. Relevance of Minor Neuropsychological Deficits in Patients With Subjective Cognitive Decline. Neurology 2023; 101:e2185-e2196. [PMID: 37821235 PMCID: PMC10663030 DOI: 10.1212/wnl.0000000000207844] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Accepted: 09/11/2023] [Indexed: 10/13/2023] Open
Abstract
BACKGROUND AND OBJECTIVES To determine the relevance of minor neuropsychological deficits (MNPD) in patients with subjective cognitive decline (SCD) with regard to CSF levels of Alzheimer disease (AD) biomarkers, cognitive decline, and clinical progression to mild cognitive impairment (MCI). METHODS This study included patients with clinical SCD and SCD-free, healthy control (HC) participants with available baseline CSF and/or longitudinal cognitive data from the observational DZNE Longitudinal Cognitive Impairment and Dementia study. We defined MNPD as a performance of at least 0.5SD below the mean on a demographically adjusted total score derived from the Consortium to Establish a Registry for Alzheimer's Disease neuropsychological assessment battery. We compared SCD patients with MNPD and those without MNPD with regard to CSF amyloid-β (Aβ)42/Aβ40, phosphorylated tau (p-tau181), total tau and Aβ42/p-tau181 levels, longitudinal cognitive composite trajectories, and risk of clinical progression to incident MCI (follow-up M ± SD: 40.6 ± 23.7 months). In addition, we explored group differences between SCD and HC in those without MNPD. RESULTS In our sample (N = 672, mean age: 70.7 ± 5.9 years, 50% female), SCD patients with MNPD (n = 55, 12.5% of SCD group) showed significantly more abnormal CSF biomarker levels, increased cognitive decline, and a higher risk of progression to incident MCI (HR: 4.07, 95% CI 2.46-6.74) compared with SCD patients without MNPD (n = 384). MNPD had a positive predictive value of 57.0% (95% CI 38.5-75.4) and a negative predictive value of 86.0% (95% CI 81.9-90.1) for the progression of SCD to MCI within 3 years. SCD patients without MNPD showed increased cognitive decline and a higher risk of incident MCI compared with HC participants without MNPD (n = 215; HR: 4.09, 95% CI 2.07-8.09), while AD biomarker levels did not differ significantly between these groups. DISCUSSION Our results suggest that MNPD are a risk factor for AD-related clinical progression in cognitively normal patients seeking medical counseling because of SCD. As such, the assessment of MNPD could be useful for individual clinical prediction and for AD risk stratification in clinical trials. However, SCD remains a risk factor for future cognitive decline even in the absence of MNPD.
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Affiliation(s)
- Melina Stark
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany.
| | - Steffen Wolfsgruber
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Luca Kleineidam
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Ingo Frommann
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Slawek Altenstein
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Claudia Bartels
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Frederic Brosseron
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Katharina Buerger
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Lena Burow
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Michaela Butryn
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Michael Ewers
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Klaus Fliessbach
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Tatjana Gabelin
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Wenzel Glanz
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Doreen Goerss
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Daria Gref
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Niels Hansen
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Michael T Heneka
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Petra Hinderer
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Enise I Incesoy
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Daniel Janowitz
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Ingo Kilimann
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Okka Kimmich
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Christoph Laske
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Matthias H Munk
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Robert Perneczky
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Oliver Peters
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Lukas Preis
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Josef Priller
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Boris-Stephan Rauchmann
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Ayda Rostamzadeh
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Nina Roy-Kluth
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Carolin Sanzenbacher
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Anja Schneider
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Björn H Schott
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Annika Spottke
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Eike Jakob Spruth
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Stefan Teipel
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Ina R Vogt
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Jens Wiltfang
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Emrah Duzel
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Frank Jessen
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
| | - Michael Wagner
- From the German Center for Neurodegenerative Diseases (DZNE) (M.S., S.W., L.K., I.F., F.B., K.F., O.K., N.R.-K., A. Schneider, A. Spottke, I.R.V., F.J., M.W.), Bonn; Department of Neurodegenerative Diseases and Geriatric Psychiatry (M.S., S.W., L.K., I.F., K.F., A. Schneider, M.W.), University of Bonn Medical Center, Germany; German Center for Neurodegenerative Diseases (DZNE) (S.A., O.P., J.P., E.J.S.), Berlin; Department of Psychiatry and Psychotherapy (S.A., J.P., E.J.S.), Campus Charité Mitte, Charité-Universitätsmedizin Berlin, Germany; Department of Psychiatry and Psychotherapy (C.B., N.H., B.H.S., J.W.), University Medical Center Goettingen, University of Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (K.B., M.E., R.P.), Munich; Institute for Stroke and Dementia Research (ISD) (K.B., M.E., D.J.), University Hospital, LMU Munich; Department of Psychiatry and Psychotherapy (L.B., R.P., B.-S.R.), University Hospital, LMU Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) (M.B., W.G., E.I.I., E.D.), Magdeburg; Department of Psychiatry and Psychotherapy (T.G., D. Gref, O.P., L.P.), Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE) (D. Goerss, I.K., S.T.), Rostock; Department of Psychosomatic Medicine (D. Goerss, I.K., S.T.), Rostock University Medical Center, Germany; Luxembourg Center for Systems Biomedicine (LCSB) (M.T.H.), University of Luxembourg, Esch-sur-Alzette; German Center for Neurodegenerative Diseases (DZNE) (P.H., C.L., M.H.M., C.S.), Tübingen; Institute for Cognitive Neurology and Dementia Research (IKND) (E.I.I., E.D.), Otto-von-Guericke University, Magdeburg, Germany; Department for Psychiatry and Psychotherapy (E.I.I.), University Clinic Magdeburg, Germany; Section for Dementia Research (C.L.), Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Germany; Department of Psychiatry and Psychotherapy (M.H.M.), University of Tübingen, Germany; Munich Cluster for Systems Neurology (SyNergy) (R.P.), Germany; Ageing Epidemiology Research Unit (AGE) (R.P.), School of Public Health, Imperial College London, United Kingdom; Department of Psychiatry and Psychotherapy (J.P.), School of Medicine, Technical University of Munich, Germany; University of Edinburgh and UK DRI (J.P.), United Kingdom; Department of Neuroradiology (B.-S.R.), University Hospital, LMU Munich, Germany; Sheffield Institute for Translational Neuroscience (SITraN) (B.-S.R.), University of Sheffield, United Kingdom; Department of Psychiatry (A.R., F.J.), Medical Faculty, University of Cologne, Germany; German Center for Neurodegenerative Diseases (DZNE) (B.H.S., J.W.), Goettingen; Department of Neurology (A. Spottke), University of Bonn Medical Center, Germany; Neurosciences and Signaling Group (J.W.), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Portugal; and Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD) (F.J.), University of Cologne, Germany
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Kumar A, Su Y, Sharma M, Singh S, Kim S, Peavey JJ, Suerken CK, Lockhart SN, Whitlow CT, Craft S, Hughes TM, Deep G. MicroRNA expression in extracellular vesicles as a novel blood-based biomarker for Alzheimer's disease. Alzheimers Dement 2023; 19:4952-4966. [PMID: 37071449 DOI: 10.1002/alz.13055] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Revised: 02/16/2023] [Accepted: 02/22/2023] [Indexed: 04/19/2023]
Abstract
INTRODUCTION Brain cell-derived small extracellular vesicles (sEVs) in blood offer unique cellular and molecular information related to the onset and progression of Alzheimer's disease (AD). We simultaneously enriched six specific sEV subtypes from the plasma and analyzed a selected panel of microRNAs (miRNAs) in older adults with/without cognitive impairment. METHODS Total sEVs were isolated from the plasma of participants with normal cognition (CN; n = 11), mild cognitive impairment (MCI; n = 11), MCI conversion to AD dementia (MCI-AD; n = 6), and AD dementia (n = 11). Various brain cell-derived sEVs (from neurons, astrocytes, microglia, oligodendrocytes, pericytes, and endothelial cells) were enriched and analyzed for specific miRNAs. RESULTS miRNAs in sEV subtypes differentially expressed in MCI, MCI-AD, and AD dementia compared to the CN group clearly distinguished dementia status, with an area under the curve (AUC) > 0.90 and correlated with the temporal cortical region thickness on magnetic resonance imaging (MRI). DISCUSSION miRNA analyses in specific sEVs could serve as a novel blood-based molecular biomarker for AD. HIGHLIGHTS Multiple brain cell-derived small extracellular vesicles (sEVs) could be isolated simultaneously from blood. MicroRNA (miRNA) expression in sEVs could detect Alzheimer's disease (AD) with high specificity and sensitivity. miRNA expression in sEVs correlated with cortical region thickness on magnetic resonance imaging (MRI). Altered expression of miRNAs in sEVCD31 and sEVPDGFRβ suggested vascular dysfunction. miRNA expression in sEVs could predict the activation state of specific brain cell types.
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Affiliation(s)
- Ashish Kumar
- Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Yixin Su
- Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Mitu Sharma
- Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Sangeeta Singh
- Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Susy Kim
- Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Jeremy J Peavey
- Department of Internal Medicine, Section on Gerontology and Geriatric Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Cynthia K Suerken
- Department of Biostatistics and Data Science, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Samuel N Lockhart
- Department of Internal Medicine, Section on Gerontology and Geriatric Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
- Sticht Center for Healthy Aging and Alzheimer's Prevention, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Christopher T Whitlow
- Department of Biostatistics and Data Science, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
- Sticht Center for Healthy Aging and Alzheimer's Prevention, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
- Department of Radiology, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Suzanne Craft
- Department of Internal Medicine, Section on Gerontology and Geriatric Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
- Sticht Center for Healthy Aging and Alzheimer's Prevention, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Timothy M Hughes
- Department of Internal Medicine, Section on Gerontology and Geriatric Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
- Sticht Center for Healthy Aging and Alzheimer's Prevention, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Gagan Deep
- Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
- Sticht Center for Healthy Aging and Alzheimer's Prevention, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
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Dubbelman MA, Hall TC, Levesque IM, Mimmack KJ, Sikkes SAM, Fischer SH, Rentz DM, Sperling RA, Papp KV, Amariglio RE, Marshall GA. Using a digital tool to detect early changes in everyday functioning in older adults: A pilot study of the Assessment of Smartphone Everyday Tasks (ASSET). ALZHEIMER'S & DEMENTIA (AMSTERDAM, NETHERLANDS) 2023; 15:e12506. [PMID: 38111596 PMCID: PMC10725838 DOI: 10.1002/dad2.12506] [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] [Received: 07/07/2023] [Accepted: 10/27/2023] [Indexed: 12/20/2023]
Abstract
INTRODUCTION To investigate the utility of a new digital tool for measuring everyday functioning in preclinical Alzheimer's disease, we piloted the Assessment of Smartphone Everyday Tasks (ASSET) application. METHODS Forty-six participants (50.3 ± 27.1 years; 67% female; 20 young unimpaired, 17 old unimpaired, 9 mildly cognitively impaired) completed ASSET 7 times. ASSET comprises two main tasks, simulating a Patient Portal and a Calendar. We assessed ASSET's internal consistency, test-retest reliability, and user experience. RESULTS ASSET main tasks correlated with each other (r = 0.75, 95% confidence interval [CI] = [0.58, 0.86]). Performance on ASSET's Patient Portal related to cognition (r = 0.64, 95% CI = [0.42, 0.79]) and observer ratings of everyday functioning (r = 0.57, 95% CI = [0.24, 0.79]). Test-retest reliability was good (intraclass correlation coefficient = 0.87, 95% CI = [0.77, 0.93]). Most participants rated their experience with ASSET neutrally or positively. DISCUSSION ASSET is a promising smartphone-based digital assessment of everyday functioning. Future studies may investigate its utility for early diagnosis and evaluation of treatment of Alzheimer's disease.
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Affiliation(s)
- Mark A. Dubbelman
- Department of NeurologyMassachusetts General HospitalHarvard Medical SchoolBostonMassachusettsUSA
- Department of NeurologyCenter for Alzheimer Research and TreatmentBrigham and Women's HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | - Tia C. Hall
- Department of NeurologyCenter for Alzheimer Research and TreatmentBrigham and Women's HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | - Isabella M. Levesque
- Department of NeurologyCenter for Alzheimer Research and TreatmentBrigham and Women's HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | - Kayden J. Mimmack
- Department of NeurologyMassachusetts General HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | - Sietske A. M. Sikkes
- Department of NeurologyAlzheimer Center AmsterdamVrije Universiteit AmsterdamAmsterdamThe Netherlands
- Faculty of Behavioral and Movement SciencesClinical Developmental Psychology and Clinical NeuropsychologyVrije Universiteit AmsterdamAmsterdamThe Netherlands
| | | | - Dorene M. Rentz
- Department of NeurologyMassachusetts General HospitalHarvard Medical SchoolBostonMassachusettsUSA
- Department of NeurologyCenter for Alzheimer Research and TreatmentBrigham and Women's HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | - Reisa A. Sperling
- Department of NeurologyMassachusetts General HospitalHarvard Medical SchoolBostonMassachusettsUSA
- Department of NeurologyCenter for Alzheimer Research and TreatmentBrigham and Women's HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | - Kathryn V. Papp
- Department of NeurologyMassachusetts General HospitalHarvard Medical SchoolBostonMassachusettsUSA
- Department of NeurologyCenter for Alzheimer Research and TreatmentBrigham and Women's HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | - Rebecca E. Amariglio
- Department of NeurologyMassachusetts General HospitalHarvard Medical SchoolBostonMassachusettsUSA
- Department of NeurologyCenter for Alzheimer Research and TreatmentBrigham and Women's HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | - Gad A. Marshall
- Department of NeurologyMassachusetts General HospitalHarvard Medical SchoolBostonMassachusettsUSA
- Department of NeurologyCenter for Alzheimer Research and TreatmentBrigham and Women's HospitalHarvard Medical SchoolBostonMassachusettsUSA
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Pereira JB, Kumar A, Hall S, Palmqvist S, Stomrud E, Bali D, Parchi P, Mattsson-Carlgren N, Janelidze S, Hansson O. DOPA decarboxylase is an emerging biomarker for Parkinsonian disorders including preclinical Lewy body disease. NATURE AGING 2023; 3:1201-1209. [PMID: 37723208 PMCID: PMC10570139 DOI: 10.1038/s43587-023-00478-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Accepted: 08/01/2023] [Indexed: 09/20/2023]
Abstract
The diagnosis of Parkinsonian disorders is currently based on clinical criteria, which have limited sensitivity until most dopaminergic neurons are lost. Here we show that cerebrospinal fluid levels of DOPA decarboxylase (DDC) (also known as aromatic L-amino acid decarboxylase) can accurately identify patients with Lewy body disease (LBD) (area under the curve (AUC) = 0.89; PFDR = 2.6 × 10-13) and are associated with worse cognitive performance (P < 0.05). We also found that DDC can detect preclinical LBD stages in clinically unimpaired individuals with a positive seed amplification α-synuclein assay (AUC = 0.81, P = 1.0 × 10-5) and that this biomarker could predict progression to clinical LBD over a 3-year period in preclinical cases (hazard ratio = 3.7 per s.d. change, confidence interval = 1.1-12.7). Moreover, DDC levels were also increased in atypical Parkinsonian disorders but not in non-Parkinsonian neurodegenerative disorders. These cerebrospinal fluid results were replicated in an independent cohort, where we also found that DDC levels in plasma could identify both LBD and atypical Parkinsonian disorders (AUC = 0.92, P = 1.3 × 10-14). Our results show that DDC might have a future role in clinical practice as a biomarker of dopaminergic dysfunction to detect Parkinsonian disorders even during the preclinical disease stages and predict their progression to clinical LBD.
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Affiliation(s)
- Joana B Pereira
- Division of Neuro, Department of Clinical Neutaroscience, Karolinska Institutet, Solna, Sweden
- Clinical Memory Research Unit, Department of Clinical Sciences, Lund University, Malmö, Sweden
| | - Atul Kumar
- Clinical Memory Research Unit, Department of Clinical Sciences, Lund University, Malmö, Sweden
| | - Sara Hall
- Clinical Memory Research Unit, Department of Clinical Sciences, Lund University, Malmö, Sweden
- Memory Clinic, Skåne University Hospital, Malmö, Sweden
| | - Sebastian Palmqvist
- Clinical Memory Research Unit, Department of Clinical Sciences, Lund University, Malmö, Sweden
- Memory Clinic, Skåne University Hospital, Malmö, Sweden
| | - Erik Stomrud
- Clinical Memory Research Unit, Department of Clinical Sciences, Lund University, Malmö, Sweden
- Memory Clinic, Skåne University Hospital, Malmö, Sweden
| | - Divya Bali
- Clinical Memory Research Unit, Department of Clinical Sciences, Lund University, Malmö, Sweden
| | - Piero Parchi
- Istituto di Ricovero e Cura a Carattere Scientifico, Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
| | - Niklas Mattsson-Carlgren
- Clinical Memory Research Unit, Department of Clinical Sciences, Lund University, Malmö, Sweden
- Department of Neurology, Skåne University Hospital, Lund University, Lund, Sweden
- Wallenberg Center for Molecular Medicine, Lund University, Lund, Sweden
| | - Shorena Janelidze
- Clinical Memory Research Unit, Department of Clinical Sciences, Lund University, Malmö, Sweden
| | - Oskar Hansson
- Clinical Memory Research Unit, Department of Clinical Sciences, Lund University, Malmö, Sweden.
- Memory Clinic, Skåne University Hospital, Malmö, Sweden.
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Prokopiou PC, Engels-Domínguez N, Schultz AP, Sepulcre J, Koops EA, Papp KV, Marshall GA, Normandin MD, El Fakhri G, Rentz D, Sperling RA, Johnson KA, Jacobs HIL. Association of Novelty-Related Locus Coeruleus Function With Entorhinal Tau Deposition and Memory Decline in Preclinical Alzheimer Disease. Neurology 2023; 101:e1206-e1217. [PMID: 37491329 PMCID: PMC10516269 DOI: 10.1212/wnl.0000000000207646] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2023] [Accepted: 05/31/2023] [Indexed: 07/27/2023] Open
Abstract
BACKGROUND AND OBJECTIVES The predictable Braak staging scheme suggests that cortical tau progression may be related to synaptically connected neurons. Animal and human neuroimaging studies demonstrated that changes in neuronal activity contribute to tau spreading. Whether similar mechanisms explain tau progression from the locus coeruleus (LC), a tiny noradrenergic brainstem nucleus involved in novelty, learning, and memory and among the earliest regions to accumulate tau, has not yet been established. We aimed to investigate whether novelty-related LC activity was associated with the accumulation of cortical tau and its implications for cognitive decline. METHODS We combined functional MRI data of a novel vs repeated face-name learning paradigm, [18F]-FTP-PET, [11C]-PiB-PET, and longitudinal cognitive data from 92 well-characterized older individuals in the Harvard Aging Brain Study. We related novelty vs repetition LC activity to cortical tau deposition and to longitudinal decline in memory, executive function, and the Preclinical Alzheimer Disease Cognitive Composite (version 5; PACC5). Structural equation modeling was used to examine whether entorhinal cortical (EC) tau mediated the relationship between LC activity and cognitive decline and whether this depended on beta-amyloid deposition. RESULTS The participants' average age at baseline was 69.67 ± 10.14 years. Fifty-one participants were female. Ninety-one participants were cognitively normal (CDR global = 0), and one participant had mild cognitive impairment (CDR global = 0.5) at baseline. Lower novelty-related LC activity was specifically related to greater tau deposition in the medial-lateral temporal cortex and steeper memory decline. LC activity during novelty vs repetition was not related to executive dysfunction or decline on the PACC5. The relationship between LC activity and memory decline was partially mediated by EC tau, particularly in individuals with elevated beta-amyloid deposition. DISCUSSION Our results suggested that lower novelty-related LC activity is associated with the emergence of EC tau and that the downstream effects of this LC-EC pathway on memory decline also require the presence of elevated beta-amyloid. Longitudinal studies are required to investigate whether optimal LC activity has the potential to delay tau spread and memory decline, which may have implications for designing targeted interventions promoting resilience.
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Affiliation(s)
- Prokopis C Prokopiou
- From the Gordon Center for Medical Imaging (P.C.P., N.E.-D., J.S., E.A.K., M.D.N., G.E.F., K.A.J., H.I.L.J.), Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston; Faculty of Health (N.E.-D., H.I.L.J.), Medicine and Life Sciences, School for Mental Health and Neuroscience, Alzheimer Centre Limburg, Maastricht University, The Netherlands; Department of Neurology (A.P.S., K.V.P., G.A.M., D.R., R.A.S., K.A.J.), Massachusetts General Hospital, Harvard Medical School; The Athinoula A. Martinos Center for Biomedical Imaging (A.P.S.), Department of Radiology, Massachusetts General Hospital, Harvard Medical School; and Center for Alzheimer Research and Treatment (K.V.P., G.A.M., D.R., R.A.S., K.A.J.), Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Nina Engels-Domínguez
- From the Gordon Center for Medical Imaging (P.C.P., N.E.-D., J.S., E.A.K., M.D.N., G.E.F., K.A.J., H.I.L.J.), Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston; Faculty of Health (N.E.-D., H.I.L.J.), Medicine and Life Sciences, School for Mental Health and Neuroscience, Alzheimer Centre Limburg, Maastricht University, The Netherlands; Department of Neurology (A.P.S., K.V.P., G.A.M., D.R., R.A.S., K.A.J.), Massachusetts General Hospital, Harvard Medical School; The Athinoula A. Martinos Center for Biomedical Imaging (A.P.S.), Department of Radiology, Massachusetts General Hospital, Harvard Medical School; and Center for Alzheimer Research and Treatment (K.V.P., G.A.M., D.R., R.A.S., K.A.J.), Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Aaron P Schultz
- From the Gordon Center for Medical Imaging (P.C.P., N.E.-D., J.S., E.A.K., M.D.N., G.E.F., K.A.J., H.I.L.J.), Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston; Faculty of Health (N.E.-D., H.I.L.J.), Medicine and Life Sciences, School for Mental Health and Neuroscience, Alzheimer Centre Limburg, Maastricht University, The Netherlands; Department of Neurology (A.P.S., K.V.P., G.A.M., D.R., R.A.S., K.A.J.), Massachusetts General Hospital, Harvard Medical School; The Athinoula A. Martinos Center for Biomedical Imaging (A.P.S.), Department of Radiology, Massachusetts General Hospital, Harvard Medical School; and Center for Alzheimer Research and Treatment (K.V.P., G.A.M., D.R., R.A.S., K.A.J.), Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Jorge Sepulcre
- From the Gordon Center for Medical Imaging (P.C.P., N.E.-D., J.S., E.A.K., M.D.N., G.E.F., K.A.J., H.I.L.J.), Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston; Faculty of Health (N.E.-D., H.I.L.J.), Medicine and Life Sciences, School for Mental Health and Neuroscience, Alzheimer Centre Limburg, Maastricht University, The Netherlands; Department of Neurology (A.P.S., K.V.P., G.A.M., D.R., R.A.S., K.A.J.), Massachusetts General Hospital, Harvard Medical School; The Athinoula A. Martinos Center for Biomedical Imaging (A.P.S.), Department of Radiology, Massachusetts General Hospital, Harvard Medical School; and Center for Alzheimer Research and Treatment (K.V.P., G.A.M., D.R., R.A.S., K.A.J.), Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Elouise A Koops
- From the Gordon Center for Medical Imaging (P.C.P., N.E.-D., J.S., E.A.K., M.D.N., G.E.F., K.A.J., H.I.L.J.), Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston; Faculty of Health (N.E.-D., H.I.L.J.), Medicine and Life Sciences, School for Mental Health and Neuroscience, Alzheimer Centre Limburg, Maastricht University, The Netherlands; Department of Neurology (A.P.S., K.V.P., G.A.M., D.R., R.A.S., K.A.J.), Massachusetts General Hospital, Harvard Medical School; The Athinoula A. Martinos Center for Biomedical Imaging (A.P.S.), Department of Radiology, Massachusetts General Hospital, Harvard Medical School; and Center for Alzheimer Research and Treatment (K.V.P., G.A.M., D.R., R.A.S., K.A.J.), Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Kathryn V Papp
- From the Gordon Center for Medical Imaging (P.C.P., N.E.-D., J.S., E.A.K., M.D.N., G.E.F., K.A.J., H.I.L.J.), Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston; Faculty of Health (N.E.-D., H.I.L.J.), Medicine and Life Sciences, School for Mental Health and Neuroscience, Alzheimer Centre Limburg, Maastricht University, The Netherlands; Department of Neurology (A.P.S., K.V.P., G.A.M., D.R., R.A.S., K.A.J.), Massachusetts General Hospital, Harvard Medical School; The Athinoula A. Martinos Center for Biomedical Imaging (A.P.S.), Department of Radiology, Massachusetts General Hospital, Harvard Medical School; and Center for Alzheimer Research and Treatment (K.V.P., G.A.M., D.R., R.A.S., K.A.J.), Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Gad A Marshall
- From the Gordon Center for Medical Imaging (P.C.P., N.E.-D., J.S., E.A.K., M.D.N., G.E.F., K.A.J., H.I.L.J.), Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston; Faculty of Health (N.E.-D., H.I.L.J.), Medicine and Life Sciences, School for Mental Health and Neuroscience, Alzheimer Centre Limburg, Maastricht University, The Netherlands; Department of Neurology (A.P.S., K.V.P., G.A.M., D.R., R.A.S., K.A.J.), Massachusetts General Hospital, Harvard Medical School; The Athinoula A. Martinos Center for Biomedical Imaging (A.P.S.), Department of Radiology, Massachusetts General Hospital, Harvard Medical School; and Center for Alzheimer Research and Treatment (K.V.P., G.A.M., D.R., R.A.S., K.A.J.), Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Marc D Normandin
- From the Gordon Center for Medical Imaging (P.C.P., N.E.-D., J.S., E.A.K., M.D.N., G.E.F., K.A.J., H.I.L.J.), Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston; Faculty of Health (N.E.-D., H.I.L.J.), Medicine and Life Sciences, School for Mental Health and Neuroscience, Alzheimer Centre Limburg, Maastricht University, The Netherlands; Department of Neurology (A.P.S., K.V.P., G.A.M., D.R., R.A.S., K.A.J.), Massachusetts General Hospital, Harvard Medical School; The Athinoula A. Martinos Center for Biomedical Imaging (A.P.S.), Department of Radiology, Massachusetts General Hospital, Harvard Medical School; and Center for Alzheimer Research and Treatment (K.V.P., G.A.M., D.R., R.A.S., K.A.J.), Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Georges El Fakhri
- From the Gordon Center for Medical Imaging (P.C.P., N.E.-D., J.S., E.A.K., M.D.N., G.E.F., K.A.J., H.I.L.J.), Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston; Faculty of Health (N.E.-D., H.I.L.J.), Medicine and Life Sciences, School for Mental Health and Neuroscience, Alzheimer Centre Limburg, Maastricht University, The Netherlands; Department of Neurology (A.P.S., K.V.P., G.A.M., D.R., R.A.S., K.A.J.), Massachusetts General Hospital, Harvard Medical School; The Athinoula A. Martinos Center for Biomedical Imaging (A.P.S.), Department of Radiology, Massachusetts General Hospital, Harvard Medical School; and Center for Alzheimer Research and Treatment (K.V.P., G.A.M., D.R., R.A.S., K.A.J.), Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Dorene Rentz
- From the Gordon Center for Medical Imaging (P.C.P., N.E.-D., J.S., E.A.K., M.D.N., G.E.F., K.A.J., H.I.L.J.), Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston; Faculty of Health (N.E.-D., H.I.L.J.), Medicine and Life Sciences, School for Mental Health and Neuroscience, Alzheimer Centre Limburg, Maastricht University, The Netherlands; Department of Neurology (A.P.S., K.V.P., G.A.M., D.R., R.A.S., K.A.J.), Massachusetts General Hospital, Harvard Medical School; The Athinoula A. Martinos Center for Biomedical Imaging (A.P.S.), Department of Radiology, Massachusetts General Hospital, Harvard Medical School; and Center for Alzheimer Research and Treatment (K.V.P., G.A.M., D.R., R.A.S., K.A.J.), Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Reisa A Sperling
- From the Gordon Center for Medical Imaging (P.C.P., N.E.-D., J.S., E.A.K., M.D.N., G.E.F., K.A.J., H.I.L.J.), Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston; Faculty of Health (N.E.-D., H.I.L.J.), Medicine and Life Sciences, School for Mental Health and Neuroscience, Alzheimer Centre Limburg, Maastricht University, The Netherlands; Department of Neurology (A.P.S., K.V.P., G.A.M., D.R., R.A.S., K.A.J.), Massachusetts General Hospital, Harvard Medical School; The Athinoula A. Martinos Center for Biomedical Imaging (A.P.S.), Department of Radiology, Massachusetts General Hospital, Harvard Medical School; and Center for Alzheimer Research and Treatment (K.V.P., G.A.M., D.R., R.A.S., K.A.J.), Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Keith A Johnson
- From the Gordon Center for Medical Imaging (P.C.P., N.E.-D., J.S., E.A.K., M.D.N., G.E.F., K.A.J., H.I.L.J.), Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston; Faculty of Health (N.E.-D., H.I.L.J.), Medicine and Life Sciences, School for Mental Health and Neuroscience, Alzheimer Centre Limburg, Maastricht University, The Netherlands; Department of Neurology (A.P.S., K.V.P., G.A.M., D.R., R.A.S., K.A.J.), Massachusetts General Hospital, Harvard Medical School; The Athinoula A. Martinos Center for Biomedical Imaging (A.P.S.), Department of Radiology, Massachusetts General Hospital, Harvard Medical School; and Center for Alzheimer Research and Treatment (K.V.P., G.A.M., D.R., R.A.S., K.A.J.), Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Heidi I L Jacobs
- From the Gordon Center for Medical Imaging (P.C.P., N.E.-D., J.S., E.A.K., M.D.N., G.E.F., K.A.J., H.I.L.J.), Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston; Faculty of Health (N.E.-D., H.I.L.J.), Medicine and Life Sciences, School for Mental Health and Neuroscience, Alzheimer Centre Limburg, Maastricht University, The Netherlands; Department of Neurology (A.P.S., K.V.P., G.A.M., D.R., R.A.S., K.A.J.), Massachusetts General Hospital, Harvard Medical School; The Athinoula A. Martinos Center for Biomedical Imaging (A.P.S.), Department of Radiology, Massachusetts General Hospital, Harvard Medical School; and Center for Alzheimer Research and Treatment (K.V.P., G.A.M., D.R., R.A.S., K.A.J.), Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA.
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39
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Coomans EM, Tomassen J, Ossenkoppele R, Tijms BM, Lorenzini L, ten Kate M, Collij LE, Heeman F, Rikken RM, van der Landen SM, den Hollander ME, Golla SSV, Yaqub M, Windhorst AD, Barkhof F, Scheltens P, de Geus EJC, Visser PJ, van Berckel BNM, den Braber A. Genetically identical twin-pair difference models support the amyloid cascade hypothesis. Brain 2023; 146:3735-3746. [PMID: 36892415 PMCID: PMC10473566 DOI: 10.1093/brain/awad077] [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: 11/14/2022] [Revised: 02/03/2023] [Accepted: 02/23/2023] [Indexed: 03/10/2023] Open
Abstract
The amyloid cascade hypothesis has strongly impacted the Alzheimer's disease research agenda and clinical trial designs over the past decades, but precisely how amyloid-β pathology initiates the aggregation of neocortical tau remains unclear. We cannot exclude the possibility of a shared upstream process driving both amyloid-β and tau in an independent manner instead of there being a causal relationship between amyloid-β and tau. Here, we tested the premise that if a causal relationship exists, then exposure should be associated with outcome both at the individual level as well as within identical twin-pairs, who are strongly matched on genetic, demographic and shared environmental background. Specifically, we tested associations between longitudinal amyloid-β PET and cross-sectional tau PET, neurodegeneration and cognitive decline using genetically identical twin-pair difference models, which provide the unique opportunity of ruling out genetic and shared environmental effects as potential confounders in an association. We included 78 cognitively unimpaired identical twins with [18F]flutemetamol (amyloid-β)-PET, [18F]flortaucipir (tau)-PET, MRI (hippocampal volume) and cognitive data (composite memory). Associations between each modality were tested at the individual level using generalized estimating equation models, and within identical twin-pairs using within-pair difference models. Mediation analyses were performed to test for directionality in the associations as suggested by the amyloid cascade hypothesis. At the individual level, we observed moderate-to-strong associations between amyloid-β, tau, neurodegeneration and cognition. The within-pair difference models replicated results observed at the individual level with comparably strong effect sizes. Within-pair differences in amyloid-β were strongly associated with within-pair differences in tau (β = 0.68, P < 0.001), and moderately associated with within-pair differences in hippocampal volume (β = -0.37, P = 0.03) and memory functioning (β = -0.57, P < 0.001). Within-pair differences in tau were moderately associated with within-pair differences in hippocampal volume (β = -0.53, P < 0.001) and strongly associated with within-pair differences in memory functioning (β = -0.68, P < 0.001). Mediation analyses showed that of the total twin-difference effect of amyloid-β on memory functioning, the proportion mediated through pathways including tau and hippocampal volume was 69.9%, which was largely attributable to the pathway leading from amyloid-β to tau to memory functioning (proportion mediated, 51.6%). Our results indicate that associations between amyloid-β, tau, neurodegeneration and cognition are unbiased by (genetic) confounding. Furthermore, effects of amyloid-β on neurodegeneration and cognitive decline were fully mediated by tau. These novel findings in this unique sample of identical twins are compatible with the amyloid cascade hypothesis and thereby provide important new knowledge for clinical trial designs.
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Affiliation(s)
- Emma M Coomans
- Department of Radiology and Nuclear Medicine, Vrije Universiteit Amsterdam, Amsterdam UMC location VUmc, 1081 HV Amsterdam, The Netherlands
- Amsterdam Neuroscience, Brain Imaging, 1081 HV Amsterdam, The Netherlands
| | - Jori Tomassen
- Alzheimer Center Amsterdam, Neurology, Vrije Universiteit Amsterdam, Amsterdam UMC location VUmc, 1081 HV Amsterdam, The Netherlands
- Amsterdam Neuroscience, Neurodegeneration, 1081 HV Amsterdam, The Netherlands
| | - Rik Ossenkoppele
- Alzheimer Center Amsterdam, Neurology, Vrije Universiteit Amsterdam, Amsterdam UMC location VUmc, 1081 HV Amsterdam, The Netherlands
- Amsterdam Neuroscience, Neurodegeneration, 1081 HV Amsterdam, The Netherlands
- Clinical Memory Research Unit, Lund University, 205 02 Lund, Sweden
| | - Betty M Tijms
- Alzheimer Center Amsterdam, Neurology, Vrije Universiteit Amsterdam, Amsterdam UMC location VUmc, 1081 HV Amsterdam, The Netherlands
- Amsterdam Neuroscience, Neurodegeneration, 1081 HV Amsterdam, The Netherlands
| | - Luigi Lorenzini
- Department of Radiology and Nuclear Medicine, Vrije Universiteit Amsterdam, Amsterdam UMC location VUmc, 1081 HV Amsterdam, The Netherlands
- Amsterdam Neuroscience, Brain Imaging, 1081 HV Amsterdam, The Netherlands
| | - Mara ten Kate
- Department of Radiology and Nuclear Medicine, Vrije Universiteit Amsterdam, Amsterdam UMC location VUmc, 1081 HV Amsterdam, The Netherlands
- Amsterdam Neuroscience, Brain Imaging, 1081 HV Amsterdam, The Netherlands
| | - Lyduine E Collij
- Department of Radiology and Nuclear Medicine, Vrije Universiteit Amsterdam, Amsterdam UMC location VUmc, 1081 HV Amsterdam, The Netherlands
- Amsterdam Neuroscience, Brain Imaging, 1081 HV Amsterdam, The Netherlands
| | - Fiona Heeman
- Department of Radiology and Nuclear Medicine, Vrije Universiteit Amsterdam, Amsterdam UMC location VUmc, 1081 HV Amsterdam, The Netherlands
- Amsterdam Neuroscience, Brain Imaging, 1081 HV Amsterdam, The Netherlands
- Wallenberg Centre for Molecular and Translational Medicine, University of Gothenburg, 405 30 Gothenburg, Sweden
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy, University of Gothenburg, 405 30 Gothenburg, Sweden
| | - Roos M Rikken
- Department of Radiology and Nuclear Medicine, Vrije Universiteit Amsterdam, Amsterdam UMC location VUmc, 1081 HV Amsterdam, The Netherlands
- Amsterdam Neuroscience, Brain Imaging, 1081 HV Amsterdam, The Netherlands
| | - Sophie M van der Landen
- Alzheimer Center Amsterdam, Neurology, Vrije Universiteit Amsterdam, Amsterdam UMC location VUmc, 1081 HV Amsterdam, The Netherlands
- Amsterdam Neuroscience, Neurodegeneration, 1081 HV Amsterdam, The Netherlands
| | - Marijke E den Hollander
- Department of Radiology and Nuclear Medicine, Vrije Universiteit Amsterdam, Amsterdam UMC location VUmc, 1081 HV Amsterdam, The Netherlands
- Amsterdam Neuroscience, Brain Imaging, 1081 HV Amsterdam, The Netherlands
| | - Sandeep S V Golla
- Department of Radiology and Nuclear Medicine, Vrije Universiteit Amsterdam, Amsterdam UMC location VUmc, 1081 HV Amsterdam, The Netherlands
- Amsterdam Neuroscience, Brain Imaging, 1081 HV Amsterdam, The Netherlands
| | - Maqsood Yaqub
- Department of Radiology and Nuclear Medicine, Vrije Universiteit Amsterdam, Amsterdam UMC location VUmc, 1081 HV Amsterdam, The Netherlands
- Amsterdam Neuroscience, Brain Imaging, 1081 HV Amsterdam, The Netherlands
| | - Albert D Windhorst
- Department of Radiology and Nuclear Medicine, Vrije Universiteit Amsterdam, Amsterdam UMC location VUmc, 1081 HV Amsterdam, The Netherlands
- Amsterdam Neuroscience, Brain Imaging, 1081 HV Amsterdam, The Netherlands
| | - Frederik Barkhof
- Department of Radiology and Nuclear Medicine, Vrije Universiteit Amsterdam, Amsterdam UMC location VUmc, 1081 HV Amsterdam, The Netherlands
- Amsterdam Neuroscience, Brain Imaging, 1081 HV Amsterdam, The Netherlands
- Queen Square Institute of Neurology and Centre for Medical Image Computing, University College London, London WC1N 3BG, UK
| | - Philip Scheltens
- Alzheimer Center Amsterdam, Neurology, Vrije Universiteit Amsterdam, Amsterdam UMC location VUmc, 1081 HV Amsterdam, The Netherlands
- Amsterdam Neuroscience, Neurodegeneration, 1081 HV Amsterdam, The Netherlands
| | - Eco J C de Geus
- Department of Biological Psychology, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands
| | - Pieter Jelle Visser
- Alzheimer Center Amsterdam, Neurology, Vrije Universiteit Amsterdam, Amsterdam UMC location VUmc, 1081 HV Amsterdam, The Netherlands
- Amsterdam Neuroscience, Neurodegeneration, 1081 HV Amsterdam, The Netherlands
- Alzheimer Center Limburg, School for Mental Health and Neuroscience, Maastricht University, 6200 MD Maastricht, The Netherlands
- Department of Neurobiology, Care Sciences and Society, Division of Neurogeriatrics, Karolinska Institutet, 171 77 Stockholm, Sweden
| | - Bart N M van Berckel
- Department of Radiology and Nuclear Medicine, Vrije Universiteit Amsterdam, Amsterdam UMC location VUmc, 1081 HV Amsterdam, The Netherlands
- Amsterdam Neuroscience, Brain Imaging, 1081 HV Amsterdam, The Netherlands
| | - Anouk den Braber
- Alzheimer Center Amsterdam, Neurology, Vrije Universiteit Amsterdam, Amsterdam UMC location VUmc, 1081 HV Amsterdam, The Netherlands
- Amsterdam Neuroscience, Neurodegeneration, 1081 HV Amsterdam, The Netherlands
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy, University of Gothenburg, 405 30 Gothenburg, Sweden
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Wuestefeld A, Pichet Binette A, Berron D, Spotorno N, van Westen D, Stomrud E, Mattsson-Carlgren N, Strandberg O, Smith R, Palmqvist S, Glenn T, Moes S, Honer M, Arfanakis K, Barnes LL, Bennett DA, Schneider JA, Wisse LEM, Hansson O. Age-related and amyloid-beta-independent tau deposition and its downstream effects. Brain 2023; 146:3192-3205. [PMID: 37082959 PMCID: PMC10393402 DOI: 10.1093/brain/awad135] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 03/20/2023] [Accepted: 04/06/2023] [Indexed: 04/22/2023] Open
Abstract
Amyloid-β (Aβ) is hypothesized to facilitate the spread of tau pathology beyond the medial temporal lobe. However, there is evidence that, independently of Aβ, age-related tau pathology might be present outside of the medial temporal lobe. We therefore aimed to study age-related Aβ-independent tau deposition outside the medial temporal lobe in two large cohorts and to investigate potential downstream effects of this on cognition and structural measures. We included 545 cognitively unimpaired adults (40-92 years) from the BioFINDER-2 study (in vivo) and 639 (64-108 years) from the Rush Alzheimer's Disease Center cohorts (ex vivo). 18F-RO948- and 18F-flutemetamol-PET standardized uptake value ratios were calculated for regional tau and global/regional Aβ in vivo. Immunohistochemistry was used to estimate Aβ load and tangle density ex vivo. In vivo medial temporal lobe volumes (subiculum, cornu ammonis 1) and cortical thickness (entorhinal cortex, Brodmann area 35) were obtained using Automated Segmentation for Hippocampal Subfields packages. Thickness of early and late neocortical Alzheimer's disease regions was determined using FreeSurfer. Global cognition and episodic memory were estimated to quantify cognitive functioning. In vivo age-related tau deposition was observed in the medial temporal lobe and in frontal and parietal cortical regions, which was statistically significant when adjusting for Aβ. This was also observed in individuals with low Aβ load. Tau deposition was negatively associated with cortical volumes and thickness in temporal and parietal regions independently of Aβ. The associations between age and cortical volume or thickness were partially mediated via tau in regions with early Alzheimer's disease pathology, i.e. early tau and/or Aβ pathology (subiculum/Brodmann area 35/precuneus/posterior cingulate). Finally, the associations between age and cognition were partially mediated via tau in Brodmann area 35, even when including Aβ-PET as covariate. Results were validated in the ex vivo cohort showing age-related and Aβ-independent increases in tau aggregates in and outside the medial temporal lobe. Ex vivo age-cognition associations were mediated by medial and inferior temporal tau tangle density, while correcting for Aβ density. Taken together, our study provides support for primary age-related tauopathy even outside the medial temporal lobe in vivo and ex vivo, with downstream effects on structure and cognition. These results have implications for our understanding of the spreading of tau outside the medial temporal lobe, also in the context of Alzheimer's disease. Moreover, this study suggests the potential utility of tau-targeting treatments in primary age-related tauopathy, likely already in preclinical stages in individuals with low Aβ pathology.
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Affiliation(s)
- Anika Wuestefeld
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, SE-222 42 Lund, Sweden
| | - Alexa Pichet Binette
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, SE-222 42 Lund, Sweden
| | - David Berron
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, SE-222 42 Lund, Sweden
- German Center for Neurodegenerative Diseases (DZNE), 39120 Magdeburg, Germany
| | - Nicola Spotorno
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, SE-222 42 Lund, Sweden
| | - Danielle van Westen
- Department of Diagnostic Radiology, Clinical Sciences, Lund University, SE-222 42 Lund, Sweden
- Image and Function, Skåne University Hospital, SE-205 02 Malmö, Sweden
| | - Erik Stomrud
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, SE-222 42 Lund, Sweden
- Memory Clinic, Skåne University Hospital, SE-205 02 Malmö, Sweden
| | - Niklas Mattsson-Carlgren
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, SE-222 42 Lund, Sweden
- Department of Neurology, Skåne University Hospital, SE-205 02 Malmö, Sweden
- Wallenberg Center for Molecular Medicine, Lund University, 221 84 Lund, Sweden
| | - Olof Strandberg
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, SE-222 42 Lund, Sweden
| | - Ruben Smith
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, SE-222 42 Lund, Sweden
- Department of Neurology, Skåne University Hospital, SE-205 02 Malmö, Sweden
| | - Sebastian Palmqvist
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, SE-222 42 Lund, Sweden
- Memory Clinic, Skåne University Hospital, SE-205 02 Malmö, Sweden
| | - Trevor Glenn
- Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Svenja Moes
- Roche Pharmaceutical Research and Early Development, Roche Innovation Center Basel, F. Hoffmann-La Roche Ltd, CH-4070 Basel, Switzerland
| | - Michael Honer
- Roche Pharmaceutical Research and Early Development, Roche Innovation Center Basel, F. Hoffmann-La Roche Ltd, CH-4070 Basel, Switzerland
| | - Konstantinos Arfanakis
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL 60612, USA
- Department of Biomedical Engineering, Illinois Institute of Technology, Chicago, IL 60616, USA
| | - Lisa L Barnes
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL 60612, USA
| | - David A Bennett
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL 60612, USA
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL 60612, USA
| | - Julie A Schneider
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL 60612, USA
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL 60612, USA
| | - Laura E M Wisse
- Department of Diagnostic Radiology, Clinical Sciences, Lund University, SE-222 42 Lund, Sweden
| | - Oskar Hansson
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, SE-222 42 Lund, Sweden
- Memory Clinic, Skåne University Hospital, SE-205 02 Malmö, Sweden
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Zhang W, Wang HF, Kuo K, Wang L, Li Y, Yu J, Feng J, Cheng W. Contribution of Alzheimer's disease pathology to biological and clinical progression: A longitudinal study across two cohorts. Alzheimers Dement 2023; 19:3602-3612. [PMID: 36840615 DOI: 10.1002/alz.12992] [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: 11/10/2022] [Revised: 01/13/2023] [Accepted: 01/15/2023] [Indexed: 02/26/2023]
Abstract
INTRODUCTION Amyloid beta (Aβ) deposition, tau accumulation, and brain atrophy occurr in sequence, but the contribution of Alzheimer's disease (AD) pathology to biological and clinical progression remains unclear. METHODS We included 290 and 70 participants with longitudinal assessment on Aβ-positron emission tomography (PET), tau-PET, magnetic resonance imaging, and cognitive function from the Harvard Aging Brain Study (HABS) and Alzheimer's Disease Neuroimaging Initiative (ADNI) datasets, respectively. Partial least squares structural equation modeling (PLS-SEM) was used to determine the contribution of AD pathology to the biological and clinical longitudinal changes. RESULTS Imaging biomarkers and cognitive function were significantly associated in cross-sectional and longitudinal analyses. At the final time point, the percentage of variance explained by PLS-SEM was 27% for Aβ, 30% for tau (Aβ accounted for 61%), 29% for brain atrophy (tau accounted for 37%), and 37% for cognitive decline (brain atrophy accounted for 35%). DISCUSSION This study highlights distinctive contributing proportions of AD pathology to biological and clinical progression. Treatments targeting Aβ and tau may partially block AD progression.
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Affiliation(s)
- Wei Zhang
- Institute of Science and Technology for Brain-Inspired Intelligence, and Department of Neurology, Huashan Hospital, Fudan University, Shanghai, China
- Key Laboratory of Computational Neuroscience and Brain Inspired Intelligence (Fudan University), Ministry of Education, Shanghai, China
| | - Hui-Fu Wang
- Institute of Science and Technology for Brain-Inspired Intelligence, and Department of Neurology, Huashan Hospital, Fudan University, Shanghai, China
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao, China
| | - Kevin Kuo
- Institute of Science and Technology for Brain-Inspired Intelligence, and Department of Neurology, Huashan Hospital, Fudan University, Shanghai, China
| | - Linbo Wang
- Institute of Science and Technology for Brain-Inspired Intelligence, and Department of Neurology, Huashan Hospital, Fudan University, Shanghai, China
- Key Laboratory of Computational Neuroscience and Brain Inspired Intelligence (Fudan University), Ministry of Education, Shanghai, China
| | - Yuzhu Li
- Institute of Science and Technology for Brain-Inspired Intelligence, and Department of Neurology, Huashan Hospital, Fudan University, Shanghai, China
- Key Laboratory of Computational Neuroscience and Brain Inspired Intelligence (Fudan University), Ministry of Education, Shanghai, China
| | - Jintai Yu
- Institute of Science and Technology for Brain-Inspired Intelligence, and Department of Neurology, Huashan Hospital, Fudan University, Shanghai, China
| | - Jianfeng Feng
- Institute of Science and Technology for Brain-Inspired Intelligence, and Department of Neurology, Huashan Hospital, Fudan University, Shanghai, China
- Key Laboratory of Computational Neuroscience and Brain Inspired Intelligence (Fudan University), Ministry of Education, Shanghai, China
- Fudan ISTBI-ZJNU Algorithm Centre for Brain-Inspired Intelligence, Zhejiang Normal University, Jinhua, China
- Zhangjiang Fudan International Innovation Center, Shanghai, China
- Department of Computer Science, University of Warwick, Coventry, UK
- School of Data Science, Fudan University, Shanghai, China
| | - Wei Cheng
- Institute of Science and Technology for Brain-Inspired Intelligence, and Department of Neurology, Huashan Hospital, Fudan University, Shanghai, China
- Key Laboratory of Computational Neuroscience and Brain Inspired Intelligence (Fudan University), Ministry of Education, Shanghai, China
- Fudan ISTBI-ZJNU Algorithm Centre for Brain-Inspired Intelligence, Zhejiang Normal University, Jinhua, China
- Shanghai Medical College and Zhongshan Hospital Immunotherapy Technology Transfer Center, Fudan University, Shanghai, China
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Quadalti C, Palmqvist S, Hall S, Rossi M, Mammana A, Janelidze S, Dellavalle S, Mattsson-Carlgren N, Baiardi S, Stomrud E, Hansson O, Parchi P. Clinical effects of Lewy body pathology in cognitively impaired individuals. Nat Med 2023; 29:1964-1970. [PMID: 37464058 PMCID: PMC10427416 DOI: 10.1038/s41591-023-02449-7] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2023] [Accepted: 06/08/2023] [Indexed: 07/20/2023]
Abstract
There is poor knowledge about the clinical effects of Lewy body (LB) pathology in patients with cognitive impairment, especially when coexisting with Alzheimer's disease (AD) pathology (amyloid-β and tau). Using a seed amplification assay, we analyzed cerebrospinal fluid for misfolded LB-associated α-synuclein in 883 memory clinic patients with mild cognitive impairment or dementia from the BioFINDER study. Twenty-three percent had LB pathology, of which only 21% fulfilled clinical criteria of Parkinson's disease or dementia with Lewy bodies at baseline. Among these LB-positive patients, 48% had AD pathology. Fifty-four percent had AD pathology in the whole sample (17% of mild cognitive impairment and 24% of patients with dementia were also LB-positive). When examining independent cross-sectional effects, LB pathology but not amyloid-β or tau, was associated with hallucinations and worse attention/executive, visuospatial and motor function. LB pathology was also associated with faster longitudinal decline in all examined cognitive functions, independent of amyloid-β, tau, cognitive stage and a baseline diagnosis of dementia with Lewy bodies/Parkinson's disease. LB status provides a better precision-medicine approach to predict clinical trajectories independent of AD biomarkers and a clinical diagnosis, which could have implications for the clinical management of cognitive impairment and the design of AD and LB drug trials.
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Affiliation(s)
- Corinne Quadalti
- IRCCS, Istituto delle Scienze Neurologiche di Bologna (ISNB), Bologna, Italy
| | - Sebastian Palmqvist
- Clinical Memory Research Unit, Department of Clinical Sciences, Malmö, Lund University, Lund, Sweden
- Memory Clinic, Skåne University Hospital, Malmö, Sweden
| | - Sara Hall
- Clinical Memory Research Unit, Department of Clinical Sciences, Malmö, Lund University, Lund, Sweden
- Memory Clinic, Skåne University Hospital, Malmö, Sweden
| | - Marcello Rossi
- IRCCS, Istituto delle Scienze Neurologiche di Bologna (ISNB), Bologna, Italy
| | - Angela Mammana
- IRCCS, Istituto delle Scienze Neurologiche di Bologna (ISNB), Bologna, Italy
| | - Shorena Janelidze
- Clinical Memory Research Unit, Department of Clinical Sciences, Malmö, Lund University, Lund, Sweden
| | - Sofia Dellavalle
- IRCCS, Istituto delle Scienze Neurologiche di Bologna (ISNB), Bologna, Italy
| | - Niklas Mattsson-Carlgren
- Clinical Memory Research Unit, Department of Clinical Sciences, Malmö, Lund University, Lund, Sweden
- Neurology Clinic, Skåne University Hospital, Lund, Sweden
- Wallenberg Center for Molecular Medicine, Lund University, Lund, Sweden
| | - Simone Baiardi
- IRCCS, Istituto delle Scienze Neurologiche di Bologna (ISNB), Bologna, Italy
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
| | - Erik Stomrud
- Clinical Memory Research Unit, Department of Clinical Sciences, Malmö, Lund University, Lund, Sweden
- Memory Clinic, Skåne University Hospital, Malmö, Sweden
| | - Oskar Hansson
- Clinical Memory Research Unit, Department of Clinical Sciences, Malmö, Lund University, Lund, Sweden.
- Memory Clinic, Skåne University Hospital, Malmö, Sweden.
| | - Piero Parchi
- IRCCS, Istituto delle Scienze Neurologiche di Bologna (ISNB), Bologna, Italy.
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy.
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43
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Palmqvist S, Rossi M, Hall S, Quadalti C, Mattsson-Carlgren N, Dellavalle S, Tideman P, Pereira JB, Nilsson MH, Mammana A, Janelidze S, Baiardi S, Stomrud E, Parchi P, Hansson O. Cognitive effects of Lewy body pathology in clinically unimpaired individuals. Nat Med 2023; 29:1971-1978. [PMID: 37464059 PMCID: PMC10427420 DOI: 10.1038/s41591-023-02450-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2023] [Accepted: 06/08/2023] [Indexed: 07/20/2023]
Abstract
α-Synuclein aggregates constitute the pathology of Lewy body (LB) disease. Little is known about the effects of LB pathology in preclinical (presymptomatic) individuals, either as isolated pathology or coexisting with Alzheimer's disease (AD) pathology (β-amyloid (Aβ) and tau). We examined the effects of LB pathology using a cerebrospinal fluid α-synuclein-seed amplification assay in 1,182 cognitively and neurologically unimpaired participants from the BioFINDER study: 8% were LB positive, 26% Aβ positive (13% of those were LB positive) and 16% tau positive. LB positivity occurred more often in the presence of Aβ positivity but not tau positivity. LB pathology had independently negative effects on cross-sectional and longitudinal global cognition and memory and on longitudinal attention/executive function. Tau had cognitive effects of a similar magnitude, but these were less pronounced for Aβ. Participants with both LB and AD (Aβ and tau) pathology exhibited faster cognitive decline than those with only LB or AD pathology. LB, but not AD, pathology was associated with reduced sense of smell. Only LB-positive participants progressed to clinical LB disease over 10 years. These results are important for individualized prognosis, recruitment and choice of outcome measures in preclinical LB disease trials, but also for the design of early AD trials because >10% of individuals with preclinical AD have coexisting LB pathology.
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Affiliation(s)
- Sebastian Palmqvist
- Clinical Memory Research Unit, Department of Clinical Sciences, Malmö, Lund University, Lund, Sweden
- Memory Clinic, Skåne University Hospital, Malmö, Sweden
| | - Marcello Rossi
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
| | - Sara Hall
- Clinical Memory Research Unit, Department of Clinical Sciences, Malmö, Lund University, Lund, Sweden
- Memory Clinic, Skåne University Hospital, Malmö, Sweden
| | - Corinne Quadalti
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
| | - Niklas Mattsson-Carlgren
- Clinical Memory Research Unit, Department of Clinical Sciences, Malmö, Lund University, Lund, Sweden
- Department of Neurology, Skåne University Hospital, Lund University, Lund, Sweden
- Wallenberg Center for Molecular Medicine, Lund University, Lund, Sweden
| | - Sofia Dellavalle
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
| | - Pontus Tideman
- Clinical Memory Research Unit, Department of Clinical Sciences, Malmö, Lund University, Lund, Sweden
- Memory Clinic, Skåne University Hospital, Malmö, Sweden
| | - Joana B Pereira
- Clinical Memory Research Unit, Department of Clinical Sciences, Malmö, Lund University, Lund, Sweden
| | - Maria H Nilsson
- Memory Clinic, Skåne University Hospital, Malmö, Sweden
- Department of Health Sciences, Lund University, Lund, Sweden
| | - Angela Mammana
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
| | - Shorena Janelidze
- Clinical Memory Research Unit, Department of Clinical Sciences, Malmö, Lund University, Lund, Sweden
- Memory Clinic, Skåne University Hospital, Malmö, Sweden
| | - Simone Baiardi
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
| | - Erik Stomrud
- Clinical Memory Research Unit, Department of Clinical Sciences, Malmö, Lund University, Lund, Sweden
- Memory Clinic, Skåne University Hospital, Malmö, Sweden
| | - Piero Parchi
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy.
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy.
| | - Oskar Hansson
- Clinical Memory Research Unit, Department of Clinical Sciences, Malmö, Lund University, Lund, Sweden.
- Memory Clinic, Skåne University Hospital, Malmö, Sweden.
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Gagliardi G, Rodriguez-Vieitez E, Montal V, Sepulcre J, Diez I, Lois C, Hanseeuw B, Schultz AP, Properzi MJ, Papp KV, Marshall GA, Fortea J, Johnson KA, Sperling RA, Vannini P. Cortical microstructural changes predict tau accumulation and episodic memory decline in older adults harboring amyloid. COMMUNICATIONS MEDICINE 2023; 3:106. [PMID: 37528163 PMCID: PMC10394044 DOI: 10.1038/s43856-023-00324-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Accepted: 06/19/2023] [Indexed: 08/03/2023] Open
Abstract
INTRODUCTION Non-invasive diffusion-weighted imaging (DWI) to assess brain microstructural changes via cortical mean diffusivity (cMD) has been shown to be cross-sectionally associated with tau in cognitively normal older adults, suggesting that it might be an early marker of neuronal injury. Here, we investigated how regional cortical microstructural changes measured by cMD are related to the longitudinal accumulation of regional tau as well as to episodic memory decline in cognitively normal individuals harboring amyloid pathology. METHODS 122 cognitively normal participants from the Harvard Aging Brain Study underwent DWI, T1w-MRI, amyloid and tau PET imaging, and Logical Memory Delayed Recall (LMDR) assessments. We assessed whether the interaction of baseline amyloid status and cMD (in entorhinal and inferior-temporal cortices) was associated with longitudinal regional tau accumulation and with longitudinal LMDR using separate linear mixed-effects models. RESULTS We find a significant interaction effect of the amyloid status and baseline cMD in predicting longitudinal tau in the entorhinal cortex (p = 0.044) but not the inferior temporal lobe, such that greater baseline cMD values predicts the accumulation of entorhinal tau in amyloid-positive participants. Moreover, we find a significant interaction effect of the amyloid status and baseline cMD in the entorhinal cortex (but not inferior temporal cMD) in predicting longitudinal LMDR (p < 0.001), such that baseline entorhinal cMD predicts the episodic memory decline in amyloid-positive participants. CONCLUSIONS The combination of amyloidosis and elevated cMD in the entorhinal cortex may help identify individuals at short-term risk of tau accumulation and Alzheimer's Disease-related episodic memory decline, suggesting utility in clinical trials.
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Affiliation(s)
- Geoffroy Gagliardi
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA
- Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA, 02129, USA
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, 02115, USA
| | - Elena Rodriguez-Vieitez
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA
- Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA, 02129, USA
- Karolinska Institutet, Department of Neurobiology, Care Sciences and Society, Stockholm, 14152, Sweden
| | - Victor Montal
- Sant Pau Memory Unit, Department of Neurology, Hospital de la Santa Creu i Sant Pau, Biomedical Research Institute Sant Pau, Universitat Autònoma de Barcelona, Barcelona, 08041, Spain
- Centre of Biomedical Investigation Network for Neurodegenerative Diseases (CIBERNED), Madrid, 28031, Spain
| | - Jorge Sepulcre
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA
- Gordon Center for Medical Imaging, Boston, MA, 02114, USA
| | - Ibai Diez
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA
- Gordon Center for Medical Imaging, Boston, MA, 02114, USA
| | - Cristina Lois
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA
- Gordon Center for Medical Imaging, Boston, MA, 02114, USA
| | - Bernard Hanseeuw
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA
- Gordon Center for Medical Imaging, Boston, MA, 02114, USA
- Saint Luc University Hospital, Université Catholique de Louvain, Brussels, 1200, Belgium
| | - Aaron P Schultz
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA
- Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA, 02129, USA
| | - Michael J Properzi
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA
| | - Kathryn V Papp
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA
- Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA, 02129, USA
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, 02115, USA
| | - Gad A Marshall
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, 02115, USA
| | - Juan Fortea
- Sant Pau Memory Unit, Department of Neurology, Hospital de la Santa Creu i Sant Pau, Biomedical Research Institute Sant Pau, Universitat Autònoma de Barcelona, Barcelona, 08041, Spain
- Centre of Biomedical Investigation Network for Neurodegenerative Diseases (CIBERNED), Madrid, 28031, Spain
| | - Keith A Johnson
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA
- Gordon Center for Medical Imaging, Boston, MA, 02114, USA
| | - Reisa A Sperling
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA
- Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA, 02129, USA
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, 02115, USA
| | - Patrizia Vannini
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA.
- Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA, 02129, USA.
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, 02115, USA.
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Keleman AA, Nicosia J, Bollinger RM, Wisch JK, Hassenstab J, Morris JC, Ances BM, Balota DA, Stark SL. Precipitating Mechanisms of Falls in Preclinical Alzheimer's Disease. J Alzheimers Dis Rep 2023; 7:739-750. [PMID: 37483329 PMCID: PMC10357117 DOI: 10.3233/adr-230002] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Accepted: 06/21/2023] [Indexed: 07/25/2023] Open
Abstract
Background Individuals with Alzheimer's disease (AD) are more than twice as likely to incur a serious fall as the general population of older adults. Although AD is commonly associated with cognitive changes, impairments in other clinical measures such as strength or functional mobility (i.e., gait and balance) may precede symptomatic cognitive impairment in preclinical AD and lead to increased fall risk. Objective To examine mechanisms (i.e., functional mobility, cognition, AD biomarkers) associated with increased falls in cognitively normal older adults. Methods This 1-year study was part of an ongoing longitudinal cohort study. We examined the relationships among falls, clinical measures of functional mobility and cognition, and neuroimaging AD biomarkers in cognitively normal older adults. We also investigated which domain(s) best predicted fall propensity and severity through multiple regression models. Results A total of 182 older adults were included (mean age 75 years, 53% female). A total of 227 falls were reported over the year; falls per person ranged from 0-16 with a median of 1. Measures of functional mobility were the best predictors of fall propensity and severity. Cognition and AD biomarkers were associated with each other but not with the fall outcome measures. Conclusion These results suggest that, although subtle changes in cognition may be more closely associated with AD neuropathology, functional mobility indicators better predict falls in cognitively normal older adults. This study adds to our understanding of the mechanisms underlying falls in older adults and could lead to the development of targeted fall prevention strategies.
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Affiliation(s)
- Audrey A. Keleman
- Program in Occupational Therapy, Washington University in St. Louis, St. Louis, MO, USA
| | - Jessica Nicosia
- Department of Neurology, Washington University in St. Louis, St. Louis, MO, USA
| | - Rebecca M. Bollinger
- Program in Occupational Therapy, Washington University in St. Louis, St. Louis, MO, USA
| | - Julie K. Wisch
- Department of Neurology, Washington University in St. Louis, St. Louis, MO, USA
| | - Jason Hassenstab
- Department of Neurology, Washington University in St. Louis, St. Louis, MO, USA
- Department of Psychology, Washington University in St. Louis, St. Louis, MO, USA
| | - John C. Morris
- Department of Neurology, Washington University in St. Louis, St. Louis, MO, USA
- Hope Center for Neurological Disorders, Washington University in St. Louis, St. Louis, MO, USA
| | - Beau M. Ances
- Department of Neurology, Washington University in St. Louis, St. Louis, MO, USA
- Department of Radiology, Washington University in St. Louis, St. Louis, MO, USA
- Hope Center for Neurological Disorders, Washington University in St. Louis, St. Louis, MO, USA
| | - David A. Balota
- Department of Psychology, Washington University in St. Louis, St. Louis, MO, USA
| | - Susan L. Stark
- Program in Occupational Therapy, Washington University in St. Louis, St. Louis, MO, USA
- Department of Neurology, Washington University in St. Louis, St. Louis, MO, USA
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Demnitz-King H, Requier F, Whitfield T, Schlosser M, Gonneaud J, Ware C, Barnhofer T, Coll-Padros N, Dautricourt S, Delarue M, Klimecki OM, Paly L, Salmon E, Schild AK, Wirth M, Frison E, Lutz A, Chételat G, Collette F, Marchant NL. Effects of Meditation Training and Non-Native Language Training on Cognition in Older Adults: A Secondary Analysis of a Randomized Clinical Trial. JAMA Netw Open 2023; 6:e2317848. [PMID: 37450303 PMCID: PMC10349342 DOI: 10.1001/jamanetworkopen.2023.17848] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 04/25/2023] [Indexed: 07/18/2023] Open
Abstract
Importance Nonpharmacological interventions are a potential strategy to maintain or promote cognitive functioning in older adults. Objective To investigate the effects of 18 months' meditation training and 18 months' non-native language training on cognition in older adults. Design, Setting, and Participants This study was a secondary analysis of the Age-Well trial, an 18-month, observer-masked, randomized clinical trial with 3 parallel arms. Eligible participants were community-dwelling adults aged 65 years and older residing in Caen, France. Participants were enrolled from November 24, 2016, to March 5, 2018, and randomly assigned (1:1:1) to meditation training, non-native language (English) training, or no intervention arms. Final follow-up was completed on February 6, 2020. Data were analyzed between December 2021 and November 2022. Interventions The 18-month meditation and non-native language training interventions were structurally equivalent and included 2-hour weekly group sessions, daily home practice of 20 minutes or longer, and 1 day of more intensive home practice. The no intervention group was instructed not to change their habits and to continue living as usual. Main Outcomes and Measures Cognition (a prespecified secondary outcome of the Age-Well trial) was assessed preintervention and postintervention via the Preclinical Alzheimer Cognitive Composite 5 (PACC5), and composites assessing episodic memory, executive function, and attention. Results Among 137 randomized participants, 2 were excluded for not meeting eligibility criteria, leaving 135 (mean [SD] age, 69.3 [3.8] years; 83 female [61%]) eligible for analysis. One participant among the remaining 135 did not complete the trial. In adjusted mixed effects models, no interaction effects were observed between visit and group for PACC5 (F2,131.39 = 2.58; P = .08), episodic memory (F2,131.60 = 2.34; P = .10), executive function (F2,131.26 = 0.89; P = .41), or attention (F2,131.20 = 0.34; P = .79). Results remained substantively unchanged across sensitivity and exploratory analyses. Conclusions and Relevance In this secondary analysis of an 18-month randomized trial, meditation and non-native language training did not confer salutary cognitive effects. Although further analyses are needed to explore the effects of these interventions on other relevant outcomes related to aging and well-being, these findings did not support the use of these interventions for enhancing cognition in cognitively healthy older adults. Trial Registration ClinicalTrials.gov Identifier: NCT02977819.
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Affiliation(s)
- Harriet Demnitz-King
- Division of Psychiatry, University College London, London, United Kingdom, W1T 7NF
| | - Florence Requier
- GIGA-CRC In Vivo Imaging, University of Liège, Liège, Belgium
- Psychology and Cognitive Neuroscience Unit, University of Liège, Liège, Belgium
| | - Tim Whitfield
- Division of Psychiatry, University College London, London, United Kingdom, W1T 7NF
| | - Marco Schlosser
- Division of Psychiatry, University College London, London, United Kingdom, W1T 7NF
- Department of Psychology, Faculty of Psychology and Educational Sciences, University of Geneva, Geneva, Switzerland
| | - Julie Gonneaud
- Normandie Univ, UNICAEN, INSERM, U1237, Physiopathology and Imaging of Neurological Disorders (PhIND), Institut Blood and Brain @ Caen-Normandie, Cyceron, France
| | - Caitlin Ware
- Normandie Univ, UNICAEN, INSERM, U1237, Physiopathology and Imaging of Neurological Disorders (PhIND), Institut Blood and Brain @ Caen-Normandie, Cyceron, France
- Centre de recherches psychanalyse, médecine et société (CPRMS), Université de Paris, Paris, France
| | | | - Nina Coll-Padros
- Alzheimer’s Disease and Other Cognitive Disorders Unit, Hospital Clinic, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
| | - Sophie Dautricourt
- Normandie Univ, UNICAEN, INSERM, U1237, Physiopathology and Imaging of Neurological Disorders (PhIND), Institut Blood and Brain @ Caen-Normandie, Cyceron, France
- Neurology Department, University Hospital, Caen, France
| | - Marion Delarue
- Normandie Univ, UNICAEN, INSERM, U1237, Physiopathology and Imaging of Neurological Disorders (PhIND), Institut Blood and Brain @ Caen-Normandie, Cyceron, France
| | - Olga M. Klimecki
- Clinical Psychology and Behavioral Neuroscience, Faculty of Psychology, Technische Universität Dresden, Dresden, Germany
| | - Léo Paly
- Normandie Univ, UNICAEN, INSERM, U1237, Physiopathology and Imaging of Neurological Disorders (PhIND), Institut Blood and Brain @ Caen-Normandie, Cyceron, France
| | - Eric Salmon
- GIGA-CRC In Vivo Imaging, University of Liège, Liège, Belgium
- Psychology and Cognitive Neuroscience Unit, University of Liège, Liège, Belgium
| | - Ann-Katrin Schild
- Department of Psychiatry, Medical Faculty, University of Cologne, Cologne, Germany
| | - Miranka Wirth
- German Center for Neurodegenerative Diseases (DZNE), Dresden, Germany
| | - Eric Frison
- Bordeaux Population Health Center, University of Bordeaux, INSERM, EUCLID/F-CRIN Clinical Trials Platform, CHU Bordeaux, Bordeaux, France
- Service d’information médicale, CHU Bordeaux, Bordeaux, France
| | - Antoine Lutz
- Eduwell team, Lyon Neuroscience Research Center INSERM U1028, CNRS UMR5292, Lyon 1 University, Bron, Lyon, France
| | - Gaël Chételat
- Normandie Univ, UNICAEN, INSERM, U1237, Physiopathology and Imaging of Neurological Disorders (PhIND), Institut Blood and Brain @ Caen-Normandie, Cyceron, France
| | - Fabienne Collette
- GIGA-CRC In Vivo Imaging, University of Liège, Liège, Belgium
- Psychology and Cognitive Neuroscience Unit, University of Liège, Liège, Belgium
| | - Natalie L. Marchant
- Division of Psychiatry, University College London, London, United Kingdom, W1T 7NF
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Yadollahikhales G, Rojas JC. Anti-Amyloid Immunotherapies for Alzheimer's Disease: A 2023 Clinical Update. Neurotherapeutics 2023; 20:914-931. [PMID: 37490245 PMCID: PMC10457266 DOI: 10.1007/s13311-023-01405-0] [Citation(s) in RCA: 27] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/22/2023] [Indexed: 07/26/2023] Open
Abstract
The amyloid cascade hypothesis is a useful framework for therapeutic development in Alzheimer's disease (AD). Amyloid b1-42 (Aβ) has been the main target of experimental therapies, based on evidence of the neurotoxic effects of Aβ, and of the potential adverse effects of brain Aβ burden detected in humans in vivo by positron emission tomography (PET). Progress on passive anti-amyloid immunotherapy research includes identification of antibodies that facilitate microglial activation, catalytical disaggregation, and increased flow of Aβ from cerebrospinal fluid (CSF) to plasma, thus decreasing the neurotoxic effects of Aβ. Recently completed phase 2 and 3 trials of 3rd generation anti-amyloid immunotherapies are supportive of their clinical efficacy in reducing brain Aβ burden and preventing cognitive decline. Data from recent trials implicate these agents as the first effective disease-modifying therapies against AD and has led to the US Food and Drug Administration (FDA) recent approval of aducanumab and lecanemab, under an accelerated approval pathway. The clinical effects of these agents are modest, however, and associated with amyloid-related imaging abnormalities (ARIA). Testing the effects of anti-Aβ immunotherapies in pre-symptomatic populations and identification of more potent and safer agents is the scope of ongoing and future research. Innovations in clinical trial design will be the key for the efficient and equitable development of novel anti-Aβ immunotherapies. The progress in the field of AD therapeutics will bring new clinical, logistical, and ethical challenges, which pose to revolutionize the practice of neurology, dementia care, and preventive cognitive healthcare.
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Affiliation(s)
- Golnaz Yadollahikhales
- Memory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, 1551 4th Street, 411G, San Francisco, CA, 94158, USA
| | - Julio C Rojas
- Memory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, 1551 4th Street, 411G, San Francisco, CA, 94158, USA.
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Giorgio J, Tanna A, Malpetti M, White SR, Wang J, Baker S, Landau S, Tanaka T, Chen C, Rowe JB, O'Brien J, Fripp J, Breakspear M, Jagust W, Kourtzi Z. A robust harmonization approach for cognitive data from multiple aging and dementia cohorts. ALZHEIMER'S & DEMENTIA (AMSTERDAM, NETHERLANDS) 2023; 15:e12453. [PMID: 37502020 PMCID: PMC10369372 DOI: 10.1002/dad2.12453] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Revised: 05/19/2023] [Accepted: 05/23/2023] [Indexed: 07/29/2023]
Abstract
INTRODUCTION Although many cognitive measures have been developed to assess cognitive decline due to Alzheimer's disease (AD), there is little consensus on optimal measures, leading to varied assessments across research cohorts and clinical trials making it difficult to pool cognitive measures across studies. METHODS We used a two-stage approach to harmonize cognitive data across cohorts and derive a cross-cohort score of cognitive impairment due to AD. First, we pool and harmonize cognitive data from international cohorts of varying size and ethnic diversity. Next, we derived cognitive composites that leverage maximal data from the harmonized dataset. RESULTS We show that our cognitive composites are robust across cohorts and achieve greater or comparable sensitivity to AD-related cognitive decline compared to the Mini-Mental State Examination and Preclinical Alzheimer Cognitive Composite. Finally, we used an independent cohort validating both our harmonization approach and composite measures. DISCUSSION Our easy to implement and readily available pipeline offers an approach for researchers to harmonize their cognitive data with large publicly available cohorts, providing a simple way to pool data for the development or validation of findings related to cognitive decline due to AD.
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Affiliation(s)
- Joseph Giorgio
- Helen Wills Neuroscience InstituteUniversity of California BerkeleyBerkeleyCaliforniaUSA
- School of Psychological SciencesCollege of Engineering, Science and the EnvironmentUniversity of NewcastleNewcastleNew South WalesAustralia
| | - Ankeet Tanna
- Department of PsychologyUniversity of CambridgeCambridgeUK
| | - Maura Malpetti
- Department of Clinical NeurosciencesUniversity of CambridgeCambridgeUK
| | - Simon R. White
- Department of PsychiatryUniversity of CambridgeCambridgeUK
- MRC Biostatistics UnitUniversity of CambridgeshireCambridgeUK
| | - Jingshen Wang
- Division of BiostatisticsUniversity of California BerkeleyBerkeleyCaliforniaUSA
| | - Suzanne Baker
- Molecular Biophysics & Integrated BioimagingLawrence Berkeley National LaboratoryBerkeleyCaliforniaUSA
| | - Susan Landau
- Helen Wills Neuroscience InstituteUniversity of California BerkeleyBerkeleyCaliforniaUSA
| | - Tomotaka Tanaka
- Department of PharmacologyYong Loo Lin School of MedicineNational University of SingaporeKent RidgeSingapore
| | - Christopher Chen
- Department of PharmacologyYong Loo Lin School of MedicineNational University of SingaporeKent RidgeSingapore
| | - James B. Rowe
- Department of Clinical NeurosciencesUniversity of CambridgeCambridgeUK
- Cambridge University Hospitals NHS Foundation TrustCambridgeUK
| | - John O'Brien
- Department of PsychiatryUniversity of CambridgeCambridgeUK
- Cambridge University Hospitals NHS Foundation TrustCambridgeUK
| | - Jurgen Fripp
- The Australian eHealth Research CentreCSIRO Health and BiosecurityBrisbaneQueenslandAustralia
| | - Michael Breakspear
- School of Psychological SciencesCollege of Engineering, Science and the EnvironmentUniversity of NewcastleNewcastleNew South WalesAustralia
| | - William Jagust
- Helen Wills Neuroscience InstituteUniversity of California BerkeleyBerkeleyCaliforniaUSA
- Molecular Biophysics & Integrated BioimagingLawrence Berkeley National LaboratoryBerkeleyCaliforniaUSA
| | - Zoe Kourtzi
- Department of PsychologyUniversity of CambridgeCambridgeUK
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Van Egroo M, Riphagen JM, Ashton NJ, Janelidze S, Sperling RA, Johnson KA, Yang HS, Bennett DA, Blennow K, Hansson O, Zetterberg H, Jacobs HIL. Ultra-high field imaging, plasma markers and autopsy data uncover a specific rostral locus coeruleus vulnerability to hyperphosphorylated tau. Mol Psychiatry 2023; 28:2412-2422. [PMID: 37020050 PMCID: PMC10073793 DOI: 10.1038/s41380-023-02041-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 03/15/2023] [Accepted: 03/17/2023] [Indexed: 04/07/2023]
Abstract
Autopsy data indicate that the locus coeruleus (LC) is one of the first sites in the brain to accumulate hyperphosphorylated tau pathology, with the rostral part possibly being more vulnerable in the earlier stages of the disease. Taking advantage of recent developments in ultra-high field (7 T) imaging, we investigated whether imaging measures of the LC also reveal a specific anatomic correlation with tau using novel plasma biomarkers of different species of hyperphosphorylated tau, how early in adulthood these associations can be detected and if are associated with worse cognitive performance. To validate the anatomic correlations, we tested if a rostro-caudal gradient in tau pathology is also detected at autopsy in data from the Rush Memory and Aging Project (MAP). We found that higher plasma measures of phosphorylated tau, in particular ptau231, correlated negatively with dorso-rostral LC integrity, whereas correlations for neurodegenerative plasma markers (neurofilament light, total tau) were scattered throughout the LC including middle to caudal sections. In contrast, the plasma Aβ42/40 ratio, associated with brain amyloidosis, did not correlate with LC integrity. These findings were specific to the rostral LC and not observed when using the entire LC or the hippocampus. Furthermore, in the MAP data, we observed higher rostral than caudal tangle density in the LC, independent of the disease stage. The in vivo LC-phosphorylated tau correlations became significant from midlife, with the earliest effect for ptau231, starting at about age 55. Finally, interactions between lower rostral LC integrity and higher ptau231 concentrations predicted lower cognitive performance. Together, these findings demonstrate a specific rostral vulnerability to early phosphorylated tau species that can be detected with dedicated magnetic resonance imaging measures, highlighting the promise of LC imaging as an early marker of AD-related processes.
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Grants
- R01 AG017917 NIA NIH HHS
- R01 AG068398 NIA NIH HHS
- R21 AG074220 NIA NIH HHS
- K23 AG062750 NIA NIH HHS
- R01 AG068062 NIA NIH HHS
- K01 AG001016 NIA NIH HHS
- ZEN-21-848495 Alzheimer's Association
- P01 AG036694 NIA NIH HHS
- R01 AG062559 NIA NIH HHS
- R01 AG015819 NIA NIH HHS
- U.S. Department of Health & Human Services | NIH | National Institute on Aging (U.S. National Institute on Aging)
- Alzheimer Nederland WE.03-2019-02
- BrightFocus Foundation (BrightFocus)
- Alzheimer’s Association
- Alzheimer’s Drug Discovery Foundation (ADDF)
- Swedish Research Council (#2017-00915), the Alzheimer Drug Discovery Foundation (ADDF), USA (#RDAPB-201809-2016615), the Swedish Alzheimer Foundation (#AF-930351, #AF-939721 and #AF-968270), Hjärnfonden, Sweden (#FO2017-0243 and #ALZ2022-0006), the Swedish state under the agreement between the Swedish government and the County Councils, the ALF-agreement (#ALFGBG-715986 and #ALFGBG-965240), the European Union Joint Program for Neurodegenerative Disorders (JPND2019-466-236)
- Cure Alzheimer’s Fund (Alzheimer’s Disease Research Foundation)
- Swedish Research Council (2016-00906), the Knut and Alice Wallenberg foundation (2017-0383), the Marianne and Marcus Wallenberg foundation (2015.0125), the Strategic Research Area MultiPark (Multidisciplinary Research in Parkinson’s disease) at Lund University, the Swedish Alzheimer Foundation (AF-939932), the Swedish Brain Foundation (FO2021-0293), The Parkinson foundation of Sweden (1280/20), the Cure Alzheimer’s fund, the Konung Gustaf V:s och Drottning Victorias Frimurarestiftelse, the Skåne University Hospital Foundation (2020-O000028), Regionalt Forskningsstöd (2020-0314) and the Swedish federal government under the ALF agreement (2018-Projekt0279)
- HZ is a Wallenberg Scholar supported by grants from the Swedish Research Council (#2018-02532), the European Research Council (#681712 and #101053962), Swedish State Support for Clinical Research (#ALFGBG-71320), the Alzheimer Drug Discovery Foundation (ADDF), USA (#201809-2016862), the AD Strategic Fund and the Alzheimer’s Association (#ADSF-21-831376-C, #ADSF-21-831381-C, and #ADSF-21-831377-C), the Bluefield Project, the Olav Thon Foundation, the Erling-Persson Family Foundation, Stiftelsen för Gamla Tjänarinnor, Hjärnfonden, Sweden (#FO2022-0270), the European Union’s Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement No 860197 (MIRIADE), the European Union Joint Programme – Neurodegenerative Disease Research (JPND2021-00694), and the UK Dementia Research Institute at UCL (UKDRI-1003).
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Affiliation(s)
- Maxime Van Egroo
- Faculty of Health, Medicine and Life Sciences, School for Mental Health and Neuroscience, Alzheimer Centre Limburg, Maastricht University, Maastricht, The Netherlands
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Joost M Riphagen
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Nicholas J Ashton
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
- Centre for Age-Related Medicine, Stavanger University Hospital, Stavanger, Norway
- King's College London, Institute of Psychiatry, Psychology and Neuroscience, Maurice Wohl Institute Clinical Neuroscience Institute, London, UK
- NIHR Biomedical Research Centre for Mental Health and Biomedical Research Unit for Dementia at South London and Maudsley NHS Foundation, London, UK
| | - Shorena Janelidze
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
| | - Reisa A Sperling
- Harvard Medical School, Boston, MA, USA
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women's Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Keith A Johnson
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Hyun-Sik Yang
- Harvard Medical School, Boston, MA, USA
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women's Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - David A Bennett
- Department of Neurological Sciences, Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, 60612, USA
| | - Kaj Blennow
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
| | - Oskar Hansson
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
- Memory Clinic, Skåne University Hospital, Malmö, Sweden
| | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal, 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
| | - Heidi I L Jacobs
- Faculty of Health, Medicine and Life Sciences, School for Mental Health and Neuroscience, Alzheimer Centre Limburg, Maastricht University, Maastricht, The Netherlands.
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA.
- Harvard Medical School, Boston, MA, USA.
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50
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Stricker NH, Twohy EL, Albertson SM, Karstens AJ, Kremers WK, Machulda MM, Fields JA, Jack CR, Knopman DS, Mielke MM, Petersen RC. Mayo-PACC: A parsimonious preclinical Alzheimer's disease cognitive composite comprised of public-domain measures to facilitate clinical translation. Alzheimers Dement 2023; 19:2575-2584. [PMID: 36565459 PMCID: PMC10272034 DOI: 10.1002/alz.12895] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Revised: 11/03/2022] [Accepted: 11/05/2022] [Indexed: 12/25/2022]
Abstract
INTRODUCTION We aimed to define a Mayo Preclinical Alzheimer's disease Cognitive Composite (Mayo-PACC) that prioritizes parsimony and use of public domain measures to facilitate clinical translation. METHODS Cognitively unimpaired participants aged 65 to 85 at baseline with amyloid PET imaging were included, yielding 428 amyloid negative (A-) and 186 amyloid positive (A+) individuals with 7 years mean follow-up. Sensitivity to amyloid-related cognitive decline was examined using slope estimates derived from linear mixed models (difference in annualized change across A+ and A- groups). We compared differences in rates of change between Mayo-PACC and other composites (A+ > A- indicating more significant decline in A+). RESULTS All composites showed sensitivity to amyloid-related longitudinal cognitive decline (A+ > A- annualized change p < 0.05). Comparisons revealed that Mayo-PACC (AVLT sum of trials 1-5+6+delay, Trails B, animal fluency) showed comparable longitudinal sensitivity to other composites. DISCUSSION Mayo-PACC performs similarly to other composites and can be directly translated to the clinic.
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Affiliation(s)
- Nikki H. Stricker
- Division of Neurocognitive Disorders, Department of Psychiatry and Psychology, Mayo Clinic, Rochester, Minnesota, USA
| | - Erin L. Twohy
- Division of Biomedical Statistics and Informatics, Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA
| | - Sabrina M. Albertson
- Division of Biomedical Statistics and Informatics, Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA
| | - Aimee J. Karstens
- Division of Neurocognitive Disorders, Department of Psychiatry and Psychology, Mayo Clinic, Rochester, Minnesota, USA
| | - Walter K. Kremers
- Division of Biomedical Statistics and Informatics, Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA
| | - Mary M. Machulda
- Division of Neurocognitive Disorders, Department of Psychiatry and Psychology, Mayo Clinic, Rochester, Minnesota, USA
| | - Julie A. Fields
- Division of Neurocognitive Disorders, Department of Psychiatry and Psychology, Mayo Clinic, Rochester, Minnesota, USA
| | | | | | - Michelle M. Mielke
- Department of Neurology, Mayo Clinic, Rochester, Minnesota, USA
- Division of Epidemiology, Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA
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