Dissecting the genetic relationship between cardiovascular risk factors and Alzheimer’s disease

Cardiovascular (CV)- and lifestyle-associated risk factors (RFs) are increasingly recognized as important for Alzheimer’s disease (AD) pathogenesis. Beyond the ε4 allele of apolipoprotein E (APOE), comparatively little is known about whether CV-associated genes also increase risk for AD. Using large...

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Main Authors: Posthuma, Danielle, Andreassen, Ole A., Karch, Celeste M., Desikan, Rahul S., Broce, Iris J., Tan, Chin Hong, Fan, Chun Chieh, Jansen, Iris, Savage, Jeanne E., Witoelar, Aree, Wen, Natalie, Hess, Christopher P., Dillon, William P., Glastonbury, Christine M., Glymour, Maria, Yokoyama, Jennifer S., Elahi, Fanny M., Rabinovici, Gil D., Miller, Bruce L., Mormino, Elizabeth C., Sperling, Reisa A., Bennett, David A., McEvoy, Linda K., Brewer, James B., Feldman, Howard H., Hyman, Bradley T., Pericak-Vance, Margaret, Haines, Jonathan L., Farrer, Lindsay A., Mayeux, Richard, Schellenberg, Gerard D., Yaffe, Kristine, Sugrue, Leo P., Dale, Anders M.
Other Authors: School of Social Sciences
Format: Article
Language:English
Published: 2019
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Online Access:https://hdl.handle.net/10356/82843
http://hdl.handle.net/10220/50292
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-828432020-03-07T13:00:26Z Dissecting the genetic relationship between cardiovascular risk factors and Alzheimer’s disease Posthuma, Danielle Andreassen, Ole A. Karch, Celeste M. Desikan, Rahul S. Broce, Iris J. Tan, Chin Hong Fan, Chun Chieh Jansen, Iris Savage, Jeanne E. Witoelar, Aree Wen, Natalie Hess, Christopher P. Dillon, William P. Glastonbury, Christine M. Glymour, Maria Yokoyama, Jennifer S. Elahi, Fanny M. Rabinovici, Gil D. Miller, Bruce L. Mormino, Elizabeth C. Sperling, Reisa A. Bennett, David A. McEvoy, Linda K. Brewer, James B. Feldman, Howard H. Hyman, Bradley T. Pericak-Vance, Margaret Haines, Jonathan L. Farrer, Lindsay A. Mayeux, Richard Schellenberg, Gerard D. Yaffe, Kristine Sugrue, Leo P. Dale, Anders M. School of Social Sciences Polygenic Enrichment Social sciences::Psychology Lipids Cardiovascular (CV)- and lifestyle-associated risk factors (RFs) are increasingly recognized as important for Alzheimer’s disease (AD) pathogenesis. Beyond the ε4 allele of apolipoprotein E (APOE), comparatively little is known about whether CV-associated genes also increase risk for AD. Using large genome-wide association studies and validated tools to quantify genetic overlap, we systematically identified single nucleotide polymorphisms (SNPs) jointly associated with AD and one or more CV-associated RFs, namely body mass index (BMI), type 2 diabetes (T2D), coronary artery disease (CAD), waist hip ratio (WHR), total cholesterol (TC), triglycerides (TG), low-density (LDL) and high-density lipoprotein (HDL). In fold enrichment plots, we observed robust genetic enrichment in AD as a function of plasma lipids (TG, TC, LDL, and HDL); we found minimal AD genetic enrichment conditional on BMI, T2D, CAD, and WHR. Beyond APOE, at conjunction FDR < 0.05 we identified 90 SNPs on 19 different chromosomes that were jointly associated with AD and CV-associated outcomes. In meta-analyses across three independent cohorts, we found four novel loci within MBLAC1 (chromosome 7, meta-p = 1.44 × 10−9), MINK1 (chromosome 17, meta-p = 1.98 × 10−7) and two chromosome 11 SNPs within the MTCH2/SPI1 region (closest gene = DDB2, meta-p = 7.01 × 10−7 and closest gene = MYBPC3, meta-p = 5.62 × 10−8). In a large ‘AD-by-proxy’ cohort from the UK Biobank, we replicated three of the four novel AD/CV pleiotropic SNPs, namely variants within MINK1, MBLAC1, and DDB2. Expression of MBLAC1, SPI1, MINK1 and DDB2 was differentially altered within postmortem AD brains. Beyond APOE, we show that the polygenic component of AD is enriched for lipid-associated RFs. We pinpoint a subset of cardiovascular-associated genes that strongly increase the risk for AD. Our collective findings support a disease model in which cardiovascular biology is integral to the development of clinical AD in a subset of individuals. Accepted version 2019-10-30T09:14:12Z 2019-12-06T15:06:43Z 2019-10-30T09:14:12Z 2019-12-06T15:06:43Z 2018 Journal Article Broce, I. J., Tan, C. H., Fan, C. C., Jansen, I., Savage, J. E., Witoelar, A., . . . Desikan, R. S. (2019). Dissecting the genetic relationship between cardiovascular risk factors and Alzheimer’s disease. Acta Neuropathologica, 137(2), 209-226. doi:10.1007/s00401-018-1928-6 0001-6322 https://hdl.handle.net/10356/82843 http://hdl.handle.net/10220/50292 10.1007/s00401-018-1928-6 en Acta Neuropathologica © 2018 Springer-Verlag GmbH Germany, part of Springer Nature. All rights reserved. This paper was published in Acta Neuropathologica and is made available with permission of Springer-Verlag GmbH Germany, part of Springer Nature. 30 p. application/pdf
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic Polygenic Enrichment
Social sciences::Psychology
Lipids
spellingShingle Polygenic Enrichment
Social sciences::Psychology
Lipids
Posthuma, Danielle
Andreassen, Ole A.
Karch, Celeste M.
Desikan, Rahul S.
Broce, Iris J.
Tan, Chin Hong
Fan, Chun Chieh
Jansen, Iris
Savage, Jeanne E.
Witoelar, Aree
Wen, Natalie
Hess, Christopher P.
Dillon, William P.
Glastonbury, Christine M.
Glymour, Maria
Yokoyama, Jennifer S.
Elahi, Fanny M.
Rabinovici, Gil D.
Miller, Bruce L.
Mormino, Elizabeth C.
Sperling, Reisa A.
Bennett, David A.
McEvoy, Linda K.
Brewer, James B.
Feldman, Howard H.
Hyman, Bradley T.
Pericak-Vance, Margaret
Haines, Jonathan L.
Farrer, Lindsay A.
Mayeux, Richard
Schellenberg, Gerard D.
Yaffe, Kristine
Sugrue, Leo P.
Dale, Anders M.
Dissecting the genetic relationship between cardiovascular risk factors and Alzheimer’s disease
description Cardiovascular (CV)- and lifestyle-associated risk factors (RFs) are increasingly recognized as important for Alzheimer’s disease (AD) pathogenesis. Beyond the ε4 allele of apolipoprotein E (APOE), comparatively little is known about whether CV-associated genes also increase risk for AD. Using large genome-wide association studies and validated tools to quantify genetic overlap, we systematically identified single nucleotide polymorphisms (SNPs) jointly associated with AD and one or more CV-associated RFs, namely body mass index (BMI), type 2 diabetes (T2D), coronary artery disease (CAD), waist hip ratio (WHR), total cholesterol (TC), triglycerides (TG), low-density (LDL) and high-density lipoprotein (HDL). In fold enrichment plots, we observed robust genetic enrichment in AD as a function of plasma lipids (TG, TC, LDL, and HDL); we found minimal AD genetic enrichment conditional on BMI, T2D, CAD, and WHR. Beyond APOE, at conjunction FDR < 0.05 we identified 90 SNPs on 19 different chromosomes that were jointly associated with AD and CV-associated outcomes. In meta-analyses across three independent cohorts, we found four novel loci within MBLAC1 (chromosome 7, meta-p = 1.44 × 10−9), MINK1 (chromosome 17, meta-p = 1.98 × 10−7) and two chromosome 11 SNPs within the MTCH2/SPI1 region (closest gene = DDB2, meta-p = 7.01 × 10−7 and closest gene = MYBPC3, meta-p = 5.62 × 10−8). In a large ‘AD-by-proxy’ cohort from the UK Biobank, we replicated three of the four novel AD/CV pleiotropic SNPs, namely variants within MINK1, MBLAC1, and DDB2. Expression of MBLAC1, SPI1, MINK1 and DDB2 was differentially altered within postmortem AD brains. Beyond APOE, we show that the polygenic component of AD is enriched for lipid-associated RFs. We pinpoint a subset of cardiovascular-associated genes that strongly increase the risk for AD. Our collective findings support a disease model in which cardiovascular biology is integral to the development of clinical AD in a subset of individuals.
author2 School of Social Sciences
author_facet School of Social Sciences
Posthuma, Danielle
Andreassen, Ole A.
Karch, Celeste M.
Desikan, Rahul S.
Broce, Iris J.
Tan, Chin Hong
Fan, Chun Chieh
Jansen, Iris
Savage, Jeanne E.
Witoelar, Aree
Wen, Natalie
Hess, Christopher P.
Dillon, William P.
Glastonbury, Christine M.
Glymour, Maria
Yokoyama, Jennifer S.
Elahi, Fanny M.
Rabinovici, Gil D.
Miller, Bruce L.
Mormino, Elizabeth C.
Sperling, Reisa A.
Bennett, David A.
McEvoy, Linda K.
Brewer, James B.
Feldman, Howard H.
Hyman, Bradley T.
Pericak-Vance, Margaret
Haines, Jonathan L.
Farrer, Lindsay A.
Mayeux, Richard
Schellenberg, Gerard D.
Yaffe, Kristine
Sugrue, Leo P.
Dale, Anders M.
format Article
author Posthuma, Danielle
Andreassen, Ole A.
Karch, Celeste M.
Desikan, Rahul S.
Broce, Iris J.
Tan, Chin Hong
Fan, Chun Chieh
Jansen, Iris
Savage, Jeanne E.
Witoelar, Aree
Wen, Natalie
Hess, Christopher P.
Dillon, William P.
Glastonbury, Christine M.
Glymour, Maria
Yokoyama, Jennifer S.
Elahi, Fanny M.
Rabinovici, Gil D.
Miller, Bruce L.
Mormino, Elizabeth C.
Sperling, Reisa A.
Bennett, David A.
McEvoy, Linda K.
Brewer, James B.
Feldman, Howard H.
Hyman, Bradley T.
Pericak-Vance, Margaret
Haines, Jonathan L.
Farrer, Lindsay A.
Mayeux, Richard
Schellenberg, Gerard D.
Yaffe, Kristine
Sugrue, Leo P.
Dale, Anders M.
author_sort Posthuma, Danielle
title Dissecting the genetic relationship between cardiovascular risk factors and Alzheimer’s disease
title_short Dissecting the genetic relationship between cardiovascular risk factors and Alzheimer’s disease
title_full Dissecting the genetic relationship between cardiovascular risk factors and Alzheimer’s disease
title_fullStr Dissecting the genetic relationship between cardiovascular risk factors and Alzheimer’s disease
title_full_unstemmed Dissecting the genetic relationship between cardiovascular risk factors and Alzheimer’s disease
title_sort dissecting the genetic relationship between cardiovascular risk factors and alzheimer’s disease
publishDate 2019
url https://hdl.handle.net/10356/82843
http://hdl.handle.net/10220/50292
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