Genetic risk for Alzheimer’s dementia predicts motor deficits through multi-omic systems in older adults
Abstract
Alzheimer’s disease manifests with both cognitive and motor deficits. However, the degree to which genetic risk of Alzheimer’s dementia contributes to late-life motor impairment, and the specific molecular systems underlying these associations, are uncertain. Here, we adopted an integrative multi-omic approach to assess genetic influence on motor impairment in older adults and identified key molecular pathways that may mediate this risk. We built a polygenic risk score for clinical diagnosis of Alzheimer’s dementia (AD-PRS) and examined its relationship to several motor phenotypes in 1885 older individuals from two longitudinal aging cohorts. We found that AD-PRS was associated with a previously validated composite motor scores and their components. The major genetic risk factor for sporadic Alzheimer’s dementia, the APOE/TOMM40 locus, was not a major driver of these associations. To identify specific molecular features that potentially medicate the genetic risk into motor dysfunction, we examined brain multi-omics, including transcriptome, DNA methylation, histone acetylation (H3K9AC), and targeted proteomics, as well as diverse neuropathologies. We found that a small number of factors account for the majority of the influence of AD-PRS on motor function, which comprises paired helical filament tau-tangle density, H3K9AC in specific chromosomal regions encoding genes involved in neuromuscular process. These multi-omicmore »
- Authors:
-
- Rush Univ. Medical Center, Chicago, IL (United States). Rush Alzheimer's Disease Center, and Dept. of Neurological Sciences
- Pacific Northwest National Lab. (PNNL), Richland, WA (United States). Biological Sciences Division
- Columbia Univ. Medical Center, New York, NY (United States). Center for Translational and Computational Neuroimmunology; Broad Inst., Cambridge, MA (United States). Cell Circuits Program
- Publication Date:
- Research Org.:
- Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
- Sponsoring Org.:
- USDOE
- OSTI Identifier:
- 1577840
- Report Number(s):
- PNNL-SA-148783
Journal ID: ISSN 2158-3188
- Grant/Contract Number:
- AC05-76RL01830
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Translational Psychiatry
- Additional Journal Information:
- Journal Volume: 9; Journal Issue: 1; Journal ID: ISSN 2158-3188
- Publisher:
- Nature Publishing Group
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 60 APPLIED LIFE SCIENCES
Citation Formats
Tasaki, Shinya, Gaiteri, Chris, Petyuk, Vladislav A., Blizinsky, Katherine D., De Jager, Philip L., Buchman, Aron S., and Bennett, David A. Genetic risk for Alzheimer’s dementia predicts motor deficits through multi-omic systems in older adults. United States: N. p., 2019.
Web. doi:10.1038/s41398-019-0577-4.
Tasaki, Shinya, Gaiteri, Chris, Petyuk, Vladislav A., Blizinsky, Katherine D., De Jager, Philip L., Buchman, Aron S., & Bennett, David A. Genetic risk for Alzheimer’s dementia predicts motor deficits through multi-omic systems in older adults. United States. https://doi.org/10.1038/s41398-019-0577-4
Tasaki, Shinya, Gaiteri, Chris, Petyuk, Vladislav A., Blizinsky, Katherine D., De Jager, Philip L., Buchman, Aron S., and Bennett, David A. Thu .
"Genetic risk for Alzheimer’s dementia predicts motor deficits through multi-omic systems in older adults". United States. https://doi.org/10.1038/s41398-019-0577-4. https://www.osti.gov/servlets/purl/1577840.
@article{osti_1577840,
title = {Genetic risk for Alzheimer’s dementia predicts motor deficits through multi-omic systems in older adults},
author = {Tasaki, Shinya and Gaiteri, Chris and Petyuk, Vladislav A. and Blizinsky, Katherine D. and De Jager, Philip L. and Buchman, Aron S. and Bennett, David A.},
abstractNote = {Alzheimer’s disease manifests with both cognitive and motor deficits. However, the degree to which genetic risk of Alzheimer’s dementia contributes to late-life motor impairment, and the specific molecular systems underlying these associations, are uncertain. Here, we adopted an integrative multi-omic approach to assess genetic influence on motor impairment in older adults and identified key molecular pathways that may mediate this risk. We built a polygenic risk score for clinical diagnosis of Alzheimer’s dementia (AD-PRS) and examined its relationship to several motor phenotypes in 1885 older individuals from two longitudinal aging cohorts. We found that AD-PRS was associated with a previously validated composite motor scores and their components. The major genetic risk factor for sporadic Alzheimer’s dementia, the APOE/TOMM40 locus, was not a major driver of these associations. To identify specific molecular features that potentially medicate the genetic risk into motor dysfunction, we examined brain multi-omics, including transcriptome, DNA methylation, histone acetylation (H3K9AC), and targeted proteomics, as well as diverse neuropathologies. We found that a small number of factors account for the majority of the influence of AD-PRS on motor function, which comprises paired helical filament tau-tangle density, H3K9AC in specific chromosomal regions encoding genes involved in neuromuscular process. These multi-omic factors have the potential to elucidate key molecular mechanisms developing motor impairment in the context of Alzheimer’s dementia.},
doi = {10.1038/s41398-019-0577-4},
journal = {Translational Psychiatry},
number = 1,
volume = 9,
place = {United States},
year = {Thu Oct 03 00:00:00 EDT 2019},
month = {Thu Oct 03 00:00:00 EDT 2019}
}
Web of Science
Works referenced in this record:
Enrichment Map: A Network-Based Method for Gene-Set Enrichment Visualization and Interpretation
journal, November 2010
- Merico, Daniele; Isserlin, Ruth; Stueker, Oliver
- PLoS ONE, Vol. 5, Issue 11
Neuropathology of older persons without cognitive impairment from two community-based studies
journal, June 2006
- Bennett, D. A.; Schneider, J. A.; Arvanitakis, Z.
- Neurology, Vol. 66, Issue 12
Nigral pathology and parkinsonian signs in elders without Parkinson disease
journal, February 2012
- Buchman, Aron S.; Shulman, Joshua M.; Nag, Sukriti
- Annals of Neurology, Vol. 71, Issue 2
Mutations in NKX6-2 Cause Progressive Spastic Ataxia and Hypomyelination
journal, June 2017
- Chelban, Viorica; Patel, Nisha; Vandrovcova, Jana
- The American Journal of Human Genetics, Vol. 100, Issue 6
Genetic assessment of age-associated Alzheimer disease risk: Development and validation of a polygenic hazard score
journal, March 2017
- Desikan, Rahul S.; Fan, Chun Chieh; Wang, Yunpeng
- PLOS Medicine, Vol. 14, Issue 3
Association of Muscle Strength With the Risk of Alzheimer Disease and the Rate of Cognitive Decline in Community-Dwelling Older Persons
journal, November 2009
- Boyle, Patricia A.; Buchman, Aron S.; Wilson, Robert S.
- Archives of Neurology, Vol. 66, Issue 11
GREAT improves functional interpretation of cis-regulatory regions
journal, May 2010
- McLean, Cory Y.; Bristor, Dave; Hiller, Michael
- Nature Biotechnology, Vol. 28, Issue 5
Distribution of VGF peptides in the human cortex and their selective changes in Parkinson’s and Alzheimer’s diseases: VGF peptides in the human cortex
journal, October 2010
- Cocco, Cristina; D’Amato, Filomena; Noli, Barbara
- Journal of Anatomy, Vol. 217, Issue 6
A General Framework for Weighted Gene Co-Expression Network Analysis
journal, January 2005
- Zhang, Bin; Horvath, Steve
- Statistical Applications in Genetics and Molecular Biology, Vol. 4, Issue 1
APOE and cerebral amyloid angiopathy in community-dwelling older persons
journal, November 2015
- Yu, Lei; Boyle, Patricia A.; Nag, Sukriti
- Neurobiology of Aging, Vol. 36, Issue 11
Lewy Bodies and Olfactory Dysfunction in Old Age
journal, January 2011
- Wilson, R. S.; Yu, L.; Schneider, J. A.
- Chemical Senses, Vol. 36, Issue 4
Parkinsonism in Older Adults and Its Association With Adverse Health Outcomes and Neuropathology
journal, September 2015
- Buchman, Aron S.; Wilson, R. S.; Shulman, Joshua M.
- The Journals of Gerontology Series A: Biological Sciences and Medical Sciences, Vol. 71, Issue 4
Genome-wide analysis of insomnia in 1,331,010 individuals identifies new risk loci and functional pathways
journal, February 2019
- Jansen, Philip R.; Watanabe, Kyoko; Stringer, Sven
- Nature Genetics, Vol. 51, Issue 3
Post-mortem brain pathology is related to declining respiratory function in community-dwelling older adults
journal, October 2015
- Buchman, Aron S.; Yu, Lei; Wilson, Robert S.
- Frontiers in Aging Neuroscience, Vol. 7
Total daily physical activity and the risk of AD and cognitive decline in older adults
journal, September 2012
- Abe, K.; Buchman, A. S.; Yu, L.
- Neurology, Vol. 79, Issue 10
The Molecular Signatures Database Hallmark Gene Set Collection
journal, December 2015
- Liberzon, Arthur; Birger, Chet; Thorvaldsdóttir, Helga
- Cell Systems, Vol. 1, Issue 6
A meta-analysis of genome-wide association studies identifies 17 new Parkinson's disease risk loci
journal, September 2017
- Chang, Diana; Nalls, Mike A.; Hallgrímsdóttir, Ingileif B.
- Nature Genetics, Vol. 49, Issue 10
Metric properties of nurses' ratings of parkinsonian signs with a modified Unified Parkinson's Disease Rating Scale
journal, December 1997
- Bennett, D. A.; Shannon, K. M.; Beckett, L. A.
- Neurology, Vol. 49, Issue 6
The Molecular and Neuropathological Consequences of Genetic Risk for Alzheimer's Dementia
journal, October 2018
- Tasaki, Shinya; Gaiteri, Chris; Mostafavi, Sara
- Frontiers in Neuroscience, Vol. 12
Genetic Susceptibility for Alzheimer Disease Neuritic Plaque Pathology
journal, September 2013
- Shulman, Joshua M.; Chen, Kewei; Keenan, Brendan T.
- JAMA Neurology, Vol. 70, Issue 9
A multi-omic atlas of the human frontal cortex for aging and Alzheimer’s disease research
journal, August 2018
- De Jager, Philip L.; Ma, Yiyi; McCabe, Cristin
- Scientific Data, Vol. 5, Issue 1
Brain Pathology Contributes to Simultaneous Change in Physical Frailty and Cognition in Old Age
journal, August 2014
- Buchman, Aron S.; Yu, Lei; Wilson, Robert S.
- The Journals of Gerontology: Series A, Vol. 69, Issue 12
Inferring Relevant Cell Types for Complex Traits by Using Single-Cell Gene Expression
journal, November 2017
- Calderon, Diego; Bhaskar, Anand; Knowles, David A.
- The American Journal of Human Genetics, Vol. 101, Issue 5
microRNA Profiles in Parkinson's Disease Prefrontal Cortex
journal, March 2016
- Hoss, Andrew G.; Labadorf, Adam; Beach, Thomas G.
- Frontiers in Aging Neuroscience, Vol. 8
Brain Pathology Contributes to Simultaneous Change in Physical Frailty and Cognition in Old Age
journal, August 2014
- Buchman, Aron S.; Yu, Lei; Wilson, Robert S.
- The Journals of Gerontology: Series A, Vol. 69, Issue 12
Hippocampal sclerosis and TDP-43 pathology in aging and Alzheimer disease: HS and TDP-43 in Aging and AD
journal, April 2015
- Nag, Sukriti; Yu, Lei; Capuano, Ana W.
- Annals of Neurology, Vol. 77, Issue 6
Grip Strength and the Risk of Incident Alzheimer’s Disease
journal, January 2007
- Buchman, Aron S.; Wilson, Robert S.; Boyle, Patricia A.
- Neuroepidemiology, Vol. 29, Issue 1-2
Combinations of motor measures more strongly predict adverse health outcomes in old age: the rush memory and aging project, a community-based cohort study
journal, April 2011
- Buchman, Aron S.; Leurgans, Sue E.; Boyle,, Patricia A.
- BMC Medicine, Vol. 9, Issue 1
Identifying robust communities and multi-community nodes by combining top-down and bottom-up approaches to clustering
text, January 2015
- Gaiteri, Chris; Chen, Mingming; Szymanski, Boleslaw
- arXiv
Total daily physical activity and the risk of AD and cognitive decline in older adults
journal, September 2012
- Abe, K.; Buchman, A. S.; Yu, L.
- Neurology, Vol. 79, Issue 10
Overview and Findings from the Religious Orders Study
journal, June 2012
- A. Bennett, David; A. Schneider, Julie; Arvanitakis, Zoe
- Current Alzheimer Research, Vol. 9, Issue 6
Total daily physical activity and the risk of AD and cognitive decline in older adults
journal, April 2012
- Buchman, A. S.; Boyle, P. A.; Yu, L.
- Neurology, Vol. 78, Issue 17
Meta-analysis of 74,046 individuals identifies 11 new susceptibility loci for Alzheimer's disease
journal, October 2013
- Lambert, Jean-Charles; Ibrahim-Verbaas, Carla A.; Harold, Denise
- Nature Genetics, Vol. 45, Issue 12
Apolipoprotein E e4 Allele is Associated With More Rapid Motor Decline in Older Persons
journal, January 2009
- Buchman, Aron S.; Boyle, Patricia A.; Wilson, Robert S.
- Alzheimer Disease & Associated Disorders, Vol. 23, Issue 1
Clinical-Genetic Correlations in Familial Alzheimer's Disease Caused by Presenilin 1 Mutations
journal, January 2010
- Gómez-Tortosa, Estrella; Barquero, Sagrario; Barón, Manuel
- Journal of Alzheimer's Disease, Vol. 19, Issue 3
Relation of cerebral vessel disease to Alzheimer's disease dementia and cognitive function in elderly people: a cross-sectional study
journal, August 2016
- Arvanitakis, Zoe; Capuano, Ana W.; Leurgans, Sue E.
- The Lancet Neurology, Vol. 15, Issue 9
Alzheimer’s Disease Risk Genes and Mechanisms of Disease Pathogenesis
journal, January 2015
- Karch, Celeste M.; Goate, Alison M.
- Biological Psychiatry, Vol. 77, Issue 1
Multi-omic Directed Networks Describe Features of Gene Regulation in Aged Brains and Expand the Set of Genes Driving Cognitive Decline
journal, August 2018
- Tasaki, Shinya; Gaiteri, Chris; Mostafavi, Sara
- Frontiers in Genetics, Vol. 9
PRSice: Polygenic Risk Score software
journal, December 2014
- Euesden, Jack; Lewis, Cathryn M.; O’Reilly, Paul F.
- Bioinformatics, Vol. 31, Issue 9
Terminal decline in motor function.
journal, January 2012
- Wilson, Robert S.; Segawa, Eisuke; Buchman, Aron S.
- Psychology and Aging, Vol. 27, Issue 4
Tau protein: Relevance to Parkinson's disease
journal, November 2010
- Lei, Peng; Ayton, Scott; Finkelstein, David I.
- The International Journal of Biochemistry & Cell Biology, Vol. 42, Issue 11
Physical frailty in older persons is associated with Alzheimer disease pathology
journal, August 2008
- Buchman, A. S.; Schneider, J. A.; Leurgans, S.
- Neurology, Vol. 71, Issue 7
Much of late life cognitive decline is not due to common neurodegenerative pathologies: Cognitive Decline
journal, July 2013
- Boyle, Patricia A.; Wilson, Robert S.; Yu, Lei
- Annals of Neurology, Vol. 74, Issue 3
The TMEM106B locus and TDP-43 pathology in older persons without FTLD
journal, February 2015
- Yu, L.; De Jager, P. L.; Yang, J.
- Neurology, Vol. 84, Issue 9
Parkinsonism in Older Adults and Its Association With Adverse Health Outcomes and Neuropathology
journal, September 2015
- Buchman, Aron S.; Wilson, R. S.; Shulman, Joshua M.
- The Journals of Gerontology Series A: Biological Sciences and Medical Sciences, Vol. 71, Issue 4
Bayesian Network Reconstruction Using Systems Genetics Data: Comparison of MCMC Methods
journal, January 2015
- Tasaki, Shinya; Sauerwine, Ben; Hoff, Bruce
- Genetics, Vol. 199, Issue 4
Incident parkinsonism in older adults without Parkinson disease
journal, August 2016
- Buchman, Aron S.; Leurgans, Sue E.; Yu, Lei
- Neurology, Vol. 87, Issue 10
Identifying robust communities and multi-community nodes by combining top-down and bottom-up approaches to clustering
journal, November 2015
- Gaiteri, Chris; Chen, Mingming; Szymanski, Boleslaw
- Scientific Reports, Vol. 5, Issue 1
Polygenic risk of Alzheimer’S Disease is Associated with Early and late life Processes
journal, July 2016
- Mormino, Elizabeth C.; Sperling, Reisa A.; Holmes, Avram
- Alzheimer's & Dementia, Vol. 12, Issue 7
Neuropathology of older persons without cognitive impairment from two community-based studies
journal, June 2006
- Bennett, D. A.; Schneider, J. A.; Arvanitakis, Z.
- Neurology, Vol. 66, Issue 12
An integrative analysis of the age-associated multi-omic landscape across cancers
journal, April 2021
- Chatsirisupachai, Kasit; Lesluyes, Tom; Paraoan, Luminita
- Nature Communications, Vol. 12, Issue 1
Mir34a constrains pancreatic carcinogenesis
journal, June 2020
- Hidalgo-Sastre, Ana; Lubeseder-Martellato, Clara; Engleitner, Thomas
- Scientific Reports, Vol. 10, Issue 1
At the interface of sensory and motor dysfunctions and Alzheimer's disease
journal, January 2015
- Albers, Mark W.; Gilmore, Grover C.; Kaye, Jeffrey
- Alzheimer's & Dementia, Vol. 11, Issue 1
Genetic Susceptibility for Alzheimer Disease Neuritic Plaque Pathology
journal, September 2013
- Shulman, Joshua M.; Chen, Kewei; Keenan, Brendan T.
- JAMA Neurology, Vol. 70, Issue 9
The Apolipoprotein E ε4 Allele Increases the Odds of Chronic Cerebral Infarction Detected at Autopsy in Older Persons
journal, May 2005
- Schneider, J. A.; Bienias, J. L.; Wilson, R. S.
- Stroke, Vol. 36, Issue 5
The Molecular and Neuropathological Consequences of Genetic Risk for Alzheimer's Dementia
journal, October 2018
- Tasaki, Shinya; Gaiteri, Chris; Mostafavi, Sara
- Frontiers in Neuroscience, Vol. 12
Genetic assessment of age-associated Alzheimer disease risk: Development and validation of a polygenic hazard score
journal, March 2017
- Desikan, Rahul S.; Fan, Chun Chieh; Wang, Yunpeng
- PLOS Medicine, Vol. 14, Issue 3
Microvascular brain pathology and late-life motor impairment
journal, January 2013
- Buchman, A. S.; Yu, L.; Boyle, P. A.
- Neurology, Vol. 80, Issue 8
Polygenic score prediction captures nearly all common genetic risk for Alzheimer's disease
journal, January 2017
- Escott-Price, Valentina; Shoai, Maryam; Pither, Richard
- Neurobiology of Aging, Vol. 49
Gene set enrichment analysis: A knowledge-based approach for interpreting genome-wide expression profiles
journal, September 2005
- Subramanian, A.; Tamayo, P.; Mootha, V. K.
- Proceedings of the National Academy of Sciences, Vol. 102, Issue 43, p. 15545-15550
Terminal decline in motor function.
journal, January 2012
- Wilson, Robert S.; Segawa, Eisuke; Buchman, Aron S.
- Psychology and Aging, Vol. 27, Issue 4
A molecular network of the aging human brain provides insights into the pathology and cognitive decline of Alzheimer’s disease
journal, May 2018
- Mostafavi, Sara; Gaiteri, Chris; Sullivan, Sarah E.
- Nature Neuroscience, Vol. 21, Issue 6
Relationship of regional brain β-amyloid to gait speed
journal, December 2015
- del Campo, Natalia; Payoux, Pierre; Djilali, Adel
- Neurology, Vol. 86, Issue 1
Grip Strength and the Risk of Incident Alzheimer’s Disease
journal, January 2007
- Buchman, Aron S.; Wilson, Robert S.; Boyle, Patricia A.
- Neuroepidemiology, Vol. 29, Issue 1-2
Relation of neuropathology to cognition in persons without cognitive impairment
journal, October 2012
- Bennett, David A.; Wilson, Robert S.; Boyle, Patricia A.
- Annals of Neurology, Vol. 72, Issue 4
Identifying robust communities and multi-community nodes by combining top-down and bottom-up approaches to clustering
text, January 2015
- Gaiteri, Chris; Chen, Mingming; Szymanski, Boleslaw
- arXiv
APOE and cerebral amyloid angiopathy in community-dwelling older persons
journal, November 2015
- Yu, Lei; Boyle, Patricia A.; Nag, Sukriti
- Neurobiology of Aging, Vol. 36, Issue 11
Hippocampal sclerosis and TDP-43 pathology in aging and Alzheimer disease: HS and TDP-43 in Aging and AD
journal, April 2015
- Nag, Sukriti; Yu, Lei; Capuano, Ana W.
- Annals of Neurology, Vol. 77, Issue 6
Distribution, type, and origin ofParkin mutations: Review and case studies
journal, January 2004
- Hedrich, Katja; Eskelson, Cordula; Wilmot, Beth
- Movement Disorders, Vol. 19, Issue 10
Relation of neuropathology to cognition in persons without cognitive impairment
journal, October 2012
- Bennett, David A.; Wilson, Robert S.; Boyle, Patricia A.
- Annals of Neurology, Vol. 72, Issue 4
Cognitive impairment, decline and fluctuations in older community-dwelling subjects with Lewy bodies
journal, October 2012
- Schneider, J. A.; Arvanitakis, Z.; Yu, L.
- Brain, Vol. 135, Issue 10
Inferring Relevant Cell Types for Complex Traits by Using Single-Cell Gene Expression
journal, November 2017
- Calderon, Diego; Bhaskar, Anand; Knowles, David A.
- The American Journal of Human Genetics, Vol. 101, Issue 5
Combinations of motor measures more strongly predict adverse health outcomes in old age: the rush memory and aging project, a community-based cohort study
journal, April 2011
- Buchman, Aron S.; Leurgans, Sue E.; Boyle,, Patricia A.
- BMC Medicine, Vol. 9, Issue 1
Physical frailty in older persons is associated with Alzheimer disease pathology
journal, August 2008
- Buchman, A. S.; Schneider, J. A.; Leurgans, S.
- Neurology, Vol. 71, Issue 7
An xQTL map integrates the genetic architecture of the human brain's transcriptome and epigenome
journal, September 2017
- Ng, Bernard; White, Charles C.; Klein, Hans-Ulrich
- Nature Neuroscience, Vol. 20, Issue 10
Alzheimer's disease: early alterations in brain DNA methylation at ANK1, BIN1, RHBDF2 and other loci
journal, August 2014
- De Jager, Philip L.; Srivastava, Gyan; Lunnon, Katie
- Nature Neuroscience, Vol. 17, Issue 9
Bayesian Network Reconstruction Using Systems Genetics Data: Comparison of MCMC Methods
journal, January 2015
- Tasaki, Shinya; Sauerwine, Ben; Hoff, Bruce
- Genetics, Vol. 199, Issue 4
A combined stepping and visual tracking task predicts cognitive decline in older adults better than gait or visual tracking tasks alone: a prospective study
journal, September 2020
- Osuka, Yosuke; Kim, Hunkyung; Watanabe, Yutaka
- Aging Clinical and Experimental Research, Vol. 33, Issue 7
Dissecting the role of non-coding RNAs in the accumulation of amyloid and tau neuropathologies in Alzheimer’s disease
journal, July 2017
- Patrick, Ellis; Rajagopal, Sathyapriya; Wong, Hon-Kit Andus
- Molecular Neurodegeneration, Vol. 12, Issue 1
Distribution, type, and origin ofParkin mutations: Review and case studies
journal, January 2004
- Hedrich, Katja; Eskelson, Cordula; Wilmot, Beth
- Movement Disorders, Vol. 19, Issue 10
Relative Importance for Linear Regression in R : The Package relaimpo
journal, January 2006
- Grömping, Ulrike
- Journal of Statistical Software, Vol. 17, Issue 1
Assessment of clinical features and coexisting geriatric syndromes in newly diagnosed dementia with Lewy bodies: a retrospective study in a tertiary geriatrics setting in Turkey
journal, December 2022
- Naharci, Mehmet Ilkin; Kayahan Satis, Neslihan; Ozsurekci, Cemile
- European Geriatric Medicine, Vol. 14, Issue 1
Post-mortem brain pathology is related to declining respiratory function in community-dwelling older adults
journal, October 2015
- Buchman, Aron S.; Yu, Lei; Wilson, Robert S.
- Frontiers in Aging Neuroscience, Vol. 7
Much of late life cognitive decline is not due to common neurodegenerative pathologies: Cognitive Decline
journal, July 2013
- Boyle, Patricia A.; Wilson, Robert S.; Yu, Lei
- Annals of Neurology, Vol. 74, Issue 3
microRNA Profiles in Parkinson's Disease Prefrontal Cortex
journal, March 2016
- Hoss, Andrew G.; Labadorf, Adam; Beach, Thomas G.
- Frontiers in Aging Neuroscience, Vol. 8
Religious Orders Study and Rush Memory and Aging Project
journal, June 2018
- Bennett, David A.; Buchman, Aron S.; Boyle, Patricia A.
- Journal of Alzheimer's Disease, Vol. 64, Issue s1
Multi-omic Directed Networks Describe Features of Gene Regulation in Aged Brains and Expand the Set of Genes Driving Cognitive Decline
journal, August 2018
- Tasaki, Shinya; Gaiteri, Chris; Mostafavi, Sara
- Frontiers in Genetics, Vol. 9
Voluntary exposure to a toxin: the genetic influence on ethanol consumption
journal, December 2017
- Hoffman, Paula L.; Saba, Laura M.; Vanderlinden, Lauren A.
- Mammalian Genome, Vol. 29, Issue 1-2
Tau protein: Relevance to Parkinson's disease
journal, November 2010
- Lei, Peng; Ayton, Scott; Finkelstein, David I.
- The International Journal of Biochemistry & Cell Biology, Vol. 42, Issue 11
Improving the structure MCMC sampler for Bayesian networks by introducing a new edge reversal move
journal, April 2008
- Grzegorczyk, Marco; Husmeier, Dirk
- Machine Learning, Vol. 71, Issue 2-3
Unlocking the mysteries of TDP-43
journal, February 2015
- Josephs, K. A.; Nelson, P. T.
- Neurology, Vol. 84, Issue 9
Meta-analysis of 74,046 individuals identifies 11 new susceptibility loci for Alzheimer's disease
journal, October 2013
- Lambert, Jean-Charles; Ibrahim-Verbaas, Carla A.; Harold, Denise
- Nature Genetics, Vol. 45, Issue 12
GWAS on family history of Alzheimer’s disease
journal, May 2018
- Marioni, Riccardo E.; Harris, Sarah E.; Zhang, Qian
- Translational Psychiatry, Vol. 8, Issue 1
Overview and Findings from the Religious Orders Study
journal, June 2012
- A. Bennett, David; A. Schneider, Julie; Arvanitakis, Zoe
- Current Alzheimer Research, Vol. 9, Issue 6
Nigral pathology and parkinsonian signs in elders without Parkinson disease
journal, February 2012
- Buchman, Aron S.; Shulman, Joshua M.; Nag, Sukriti
- Annals of Neurology, Vol. 71, Issue 2
Dimensionality of Parkinsonian Signs in Aging and Alzheimer's Disease
journal, April 1999
- Bennett, D. A.; Shannon, K. M.; Beckett, L. A.
- The Journals of Gerontology Series A: Biological Sciences and Medical Sciences, Vol. 54, Issue 4
Targeted brain proteomics uncover multiple pathways to Alzheimer's dementia: Targeted Proteomics in Alzheimer's Dementia
journal, July 2018
- Yu, Lei; Petyuk, Vladislav A.; Gaiteri, Chris
- Annals of Neurology, Vol. 84, Issue 1