Abstract
Introduction Genetic loci for Alzheimer's disease (AD) have been identified in whites of European ancestry, but the genetic architecture of AD among other populations is less understood. Methods We conducted a transethnic genome-wide association study (GWAS) for late-onset AD in Stage 1 sample including whites of European Ancestry, African-Americans, Japanese, and Israeli-Arabs assembled by the Alzheimer's Disease Genetics Consortium. Suggestive results from Stage 1 from novel loci were followed up using summarized results in the International Genomics Alzheimer's Project GWAS dataset. Results Genome-wide significant (GWS) associations in single-nucleotide polymorphism (SNP)–based tests (P < 5 × 10−8) were identified for SNPs in PFDN1/HBEGF, USP6NL/ECHDC3, and BZRAP1-AS1 and for the interaction of the (apolipoprotein E) APOE ε4 allele with NFIC SNP. We also obtained GWS evidence (P < 2.7 × 10−6) for gene-based association in the total sample with a novel locus, TPBG (P = 1.8 × 10−6). Discussion Our findings highlight the value of transethnic studies for identifying novel AD susceptibility loci.
| Original language | English |
|---|---|
| Pages (from-to) | 727-738 |
| Number of pages | 12 |
| Journal | Alzheimer's and Dementia |
| Volume | 13 |
| Issue number | 7 |
| DOIs | |
| State | Published - Jul 1 2017 |
Bibliographical note
Publisher Copyright:© 2017 The Authors
Funding
We thank Drs D. Stephen Snyder and Marilyn Miller from National Institute on Aging (NIA) who are ex-officio Alzheimer's Disease Genetics Consortium (ADGC) members. Funding support: The National Institutes of Health , National Institute on Aging (NIH-NIA) supported this work through the following grants: ADGC, U01 AG032984, RC2 AG036528; NACC, U01 AG016976; NCRAD, U24 AG021886; NIA LOAD, U24 AG026395, U24 AG026390; MIRAGE: R01 AG025259; Banner Sun Health Research Institute P30 AG019610; Boston University, P30 AG013846, U01 AG10483, R01 CA129769, R01 MH080295, R01 AG017173, R01 AG33193, R01 AG048927; Columbia University, P50 AG008702, R37 AG015473; Duke University, P30 AG028377, AG05128; Emory University, AG025688; Group Health Research Institute, UO1 AG06781, UO1 HG004610; U01 HG006375; Indiana University, P30 AG10133; Johns Hopkins University, P50 AG005146, R01 AG020688; Massachusetts General Hospital, P50 AG005134; Mayo Clinic, P50 AG016574; Mount Sinai School of Medicine, P50 AG005138, P01 AG002219; New York University, P30 AG08051, MO1RR00096, and UL1 RR029893; Northwestern University, P30 AG013854; Oregon Health & Science University, P30 AG008017, R01 AG026916; Rush University, P30 AG010161, R01 AG019085, R01 AG15819, R01 AG17917, R01 AG30146; TGen, R01 NS059873; University of Alabama at Birmingham, P50 AG016582, UL1RR02777; University of Arizona, R01 AG031581; University of California, Davis, P30 AG010129; University of California, Irvine, P50 AG016573, P50, P50 AG016575, P50 AG016576, P50 AG016577; University of California, Los Angeles, P50 AG016570; University of California, San Diego, P50 AG005131; University of California, San Francisco, P50 AG023501, P01 AG019724; University of Kentucky, P30 AG028383; University of Michigan, P50 AG008671; University of Pennsylvania, P30 AG010124; University of Pittsburgh, P50 AG005133, AG030653; University of Southern California, P50 AG005142; University of Texas Southwestern, P30 AG012300; University of Miami, R01 AG027944, AG010491, AG027944, AG021547, AG019757; University of Washington, P50 AG005136; Vanderbilt University, R01 AG019085; and Washington University, P50 AG005681, P01 AG03991. The Kathleen Price Bryan Brain Bank at Duke University Medical Center is funded by NINDS grant #NS39764, NIMH MH60451, and by GlaxoSmithKline. Genotyping of the TGEN2 cohort was supported by Kronos Science. The TGen series was also funded by NIA grant AG034504 to AJM, The Banner Alzheimer's Foundation, The Johnnie B. Byrd Sr. Alzheimer's Institute, the Medical Research Council, and the State of Arizona and also includes samples from the following sites: Newcastle Brain Tissue Resource (funding via the Medical Research Council, local NHS trusts, and Newcastle University), MRC London Brain Bank for Neurodegenerative Diseases (funding via the Medical Research Council), Southwest Dementia Brain Bank (funding via numerous sources including the Higher Education Funding Council for England, Alzheimer's Research Trust [ART], BRACE, and North Bristol NHS Trust Research and Innovation Department and DeNDRoN), The Netherlands Brain Bank (funding via numerous sources including Stichting MS Research, Brain Net Europe, Hersenstichting Nederland Breinbrekend Werk, International Parkinson Fonds, Internationale Stiching Alzheimer Onderzoek), Institut de Neuropatologia, Servei Anatomia Patologica, Universitat de Barcelona. Marcelle Morrison-Bogorad, PhD, Tony Phelps, PhD, and Walter Kukull PhD are thanked for helping to coordinate this collection. Alzheimer's Disease Neuroimaging Initiative funding is through the Northern California Institute for Research and Education by grants from Abbott, AstraZeneca AB, Bayer Schering Pharma AG, Bristol-Myers Squibb, Eisai Global Clinical Development, Elan Corporation, Genentech, GE Healthcare, GlaxoSmithKline, Innogenetics, Johnson and Johnson, Eli Lilly and Co., Medpace, Merck & Co., Inc., Novartis AG, Pfizer, F. Homan-La Roche, Schering-Plough, Synarc, Alzheimer's Association, Alzheimer's Drug Discovery Foundation, the Dana Foundation, and by the National Institute of Biomedical Imaging and Bioengineering and NIA grants U01 AG024904, RC2 AG036535, K01 AG030514. Support was also from the Alzheimer's Association (LAF, IIRG-08-89720; MP-V, IIRG-05-14147) and the US Department of Veterans Affairs Administration, Office of Research and Development, Biomedical Laboratory Research Program. P.S.G.-H. is supported by the Wellcome Trust, Howard Hughes Medical Institute, and Canadian Institute of Health. ADGC members are as follows: Perrie M. Adams, PhD; Marilyn S. Albert, PhD; Roger L. Albin, MD; Liana G. Apostolova, MD; Steven E. Arnold, MD; Sanjay Asthana, MD; Craig S. Atwood, PhD; Michjael M. Barmada, PhD; Lisa L. Barnes, PhD; Thomas G. Beach, MD, PhD; James T. Becker, PhD; Eileen H. Bigio, MD; Thomas D. Bird, MD; Deborah Blacker, MD; Bradley F. Boeve, MD; James D. Bowen, MD; Adam Boxer, MD, PhD, James R. Burke, MD, PhD; Nigel J. Cairns, PhD, FRCPath; Chuanhai Cao, PhD; Chris S. Carlson, PhD; Cynthia M. Carlsson, MD; Regina M. Carney, MD; Minerva M. Carrasquillo, PhD; Steven L. Carroll, MD, PhD; Helena C. Chui, MD; David G. Clark, MD; Jason Corneveaux, BS; David H. Cribbs, PhD; Elizabeth A. Crocco, MD; Carlos Cruchaga, PhD; Philip L. De Jager, MD, PhD; Charles DeCarli, MD; Steven T. DeKosky, MD; F. Yesim Demirci, MD; Malcolm Dick, PhD; Dennis W. Dickson, MD; Rachelle S. Doody, MD, PhD; Ranjan Duara, MD; Nilufer Ertekin-Taner, MD, PhD; Kelley M. Faber, MS; Thomas J. Fairchild, PhD; Kenneth B. Fallon, MD; Martin R. Farlow, MD; Steven Ferris, PhD; Matthew P. Frosch, MD, PhD; Douglas R. Galasko, MD; Marla Gearing, PhD; Daniel H. Geschwind, MD, PhD; Bernardino Ghetti, MD; John R. Gilbert PhD; Jonathan D. Glass, MD; Neill R. Graff-Radford, MD; Robert C. Green, MD, MPH; John H. Growdon, MD; Hakon Hakonarson, MD, PhD; Ronald L. Hamilton, MD; John Hardy, PhD; Lindy E. Harrell, MD, PhD; Elizabeth Head, PhD; Lawrence S. Honig, MD, PhD; Ryan M. Huebinger, PhD, Matthew J. Huentelman, PhD; Christine M. Hulette, MD; Bradley T. Hyman, MD, PhD; Gail P. Jarvik, MD, PhD; Gregory A. Jicha, MD, PhD; Lee-Way Jin, MD, PhD; Anna Karydas, BA; John S.K. Kauwe, PhD; Jeffrey A. Kaye, MD; Ronald Kim, MD; Edward H. Koo, MD; Neil W. Kowall, MD; Joel H. Kramer, PsyD; Frank M. LaFerla, PhD; James J. Lah, MD, PhD; James B. Leverenz, MD; Allan I. Levey, MD, PhD; Ge Li, MD, PhD; Andrew P. Lieberman, MD, PhD; Chiao-Feng Lin, PhD; Oscar L. Lopez, MD; Constantine G. Lyketsos, MD, MHS; Wendy J. Mack, PhD; Daniel C. Marson, JD, PhD; Frank Martiniuk, PhD; Deborah C. Mash, PhD; Eliezer Masliah, MD; Wayne C. McCormick, MD, MPH; Susan M. McCurry, PhD; Andrew N. McDavid, BA; Ann C. McKee, MD; Marsel Mesulam, MD; Bruce L. Miller, MD; Carol A. Miller, MD; Joshua W. Miller, PhD; John C. Morris, MD; Shubhabrata Mukherjee, PhD; Jill R. Murrell, PhD, Amanda J. Myers, PhD; Sid O'Bryant, PhD; John M. Olichney, MD; Vernon S. Pankratz, PhD; Joseph E. Parisi, MD; Amanda Partch, MS; Henry L. Paulson, MD, PhD; William Perry, MPH; Elaine Peskind, MD; Ronald C. Petersen, MD, PhD; Aimee Pierce, MD; Wayne W. Poon, PhD; Huntington Potter, PhD; Joseph F. Quinn, MD; Ashok Raj, MD; Murray Raskind, MD; Barry Reisberg, MD; Joan S. Reisch, PhD; Christiane Reitz, MD, PhD; John M. Ringman; MD; Erik D. Roberson, MD, PhD; Ekaterina Rogaeva, PhD; Howard J. Rosen, MD; Roger N. Rosenberg, MD; Donald R. Royall, MD; Mark A. Sager, MD; Mary Sano, PhD; Andrew J. Saykin, PsyD; Julie A. Schneider, MD; Lon S. Schneider, MD; William W. Seeley, MD; Amanda G. Smith, MD; Joshua A. Sonnen, MD; Salvatore Spina, MD; Robert A. Stern, PhD; Rudolph E. Tanzi, PhD; Tricia A. Thornton-Wells, PhD; John Q. Trojanowski, MD, PhD; Juan C. Troncoso, MD; Debby W. Tsuang, MD; Vivianna M. Van Deerlin, MD, PhD; Linda J. Van Eldik, PhD; Badri N. Vardarajan, PhD; Harry V. Vinters, MD; Jean Paul Vonsattel, MD; Sandra Weintraub, PhD; Kathleen A. Welsh-Bohmer, PhD; Jennifer Williamson, MS; Sarah Wishnek, MPH; Randall L. Woltjer, MD, PhD; Clinton B. Wright, MD, MS; Chuang-Kuo Wu, MD, PhD; Chang-En Yu, PhD; Lei Yu, PhD; and Xiaoling Zhang, PhD. Conflicts of interest: The authors of this article have no conflicts of interest to report. Web resources: NIA Genetics of Alzheimer's Disease Data Storage Site: https://www.niagads.org/ .
| Funders | Funder number |
|---|---|
| Johnson and Johnson Pharmaceutical Research and Development | |
| Northern California Institute for Research and Education | |
| Canadian Health Research Institute | |
| Alzheimer's Association | |
| GE Healthcare | |
| Biomedical Laboratory Research Program | |
| North Bristol NHS Trust Research and Innovation Department and DeNDRoN | |
| Merck | |
| Banner Alzheimer’s Foundation | |
| Coins for Alzheimer's Research Trust | |
| Bayer Schering | |
| Netherlands Brain Bank | |
| Internationale Stichting Alzheimer Onderzoek | |
| Schering Plough Co | |
| Hersenstichting Nederland Breinbrekend Werk | |
| Newcastle Brain Tissue Resource | |
| Synarc, Inc. | |
| Southwest Dementia Brain Bank | |
| Institut de Neuropatologia | |
| National Institute of Biomedical Imaging and Bioengineering | |
| Higher Education Funding Council for England | |
| Charles A Dana Foundation | |
| BRACE | |
| National Institutes of Health (NIH) | |
| Wellcome Trust | |
| Eli Lilly and Company | |
| Abbott Laboratories | |
| Medpace, Inc. | |
| F. Hoffmann-La Roche AG | |
| Biomedical Laboratory Research and Development, VA Office of Research and Development | |
| Novartis | |
| Eisai Global Clinical Development | |
| Stichting Vanderes | |
| Astrobiology Research Trust | |
| Universitat de Barcelona | |
| Eaton Corporation | |
| Bristol-Myers Squibb | |
| GlaxoSmithKline | |
| Newcastle University | |
| US Department of Veterans Affairs Administration | |
| Arizona State University | |
| MRC London Brain Bank for Neurodegenerative Diseases | |
| Pfizer | |
| NIA/NIH | |
| International Parkinson Fonds | |
| AstraZeneca | |
| Genentech Incorporated | |
| Alzheimer's Drug Discovery Foundation | |
| Innogenetics | |
| Howard Hughes Medical Institute | |
| Vanderbilt Digestive Diseases Research Center, Vanderbilt University Medical Center | |
| National Institute of Mental Health | P50MH060451, R01MH080295 |
| National Institute of General Medical Sciences DP2GM119177 Sophie Dumont National Institute of General Medical Sciences | P01GM099568 |
| University of Pittsburgh Medical Center, Children's Hospital of Pittsburgh | AG030653, P50 AG005133 |
| National Institute on Aging | R01AG033193, P50AG005146, RC2AG036535, R01AG048927, P50AG005142, RF1AG054023, U24AG021886, U01AG024904, R01AG019085, R01AG025259, P30AG053760, U01AG016976, P01AG010491, P50AG005133, RC2AG036528, P01AG000538, P50AG005134, R01AG054060, P50AG005131, K01AG030514, RF1AG051504, P30AG013854, K23AG046377, P30AG028383, R01AG027944, U24AG056270, R01AG034504, P50AG016582, U01AG010483, P50AG005136, P50AG025688, R01AG041232, P50AG023501, P50AG005138, R01AG041797, R01AG021547, P50AG008671, P50AG005681, P30AG028377, R37AG015473, R01AG026916, R01AG030146, P01AG019724, U01AG006781, P50AG016573, P50AG016574, P30AG013846, P30AG010133, R01AG030653, P50AG016570, R01AG017917, P50AG005128, P01AG002219, R01AG015819, U01AG032984, R01AG026390, R01AG019757, R01AG020688, R01AG017173, R01AG031581, P30AG008017, U24AG026395, P30AG010124, P30AG012300, P30AG010161, P01AG003991, P30AG010129, P30AG019610, P30AG008051, P50AG008702 |
| Boston University School of Public Health/Boston University Medical Campus | R01 AG33193, P30 AG013846, R01 AG048927, U01 AG10483, R01 MH080295, R01 AG017173, R01 CA129769 |
| The Pennsylvania State University | P30 AG010124 |
| Institute of Neurological Disorders and Stroke National Advisory Neurological Disorders and Stroke Council | R01NS080820, 39764, R01NS059873, P50NS039764 |
| The George Washington University | P50 AG005136, P50 AG005681, P01 AG03991 |
| University of Southern Indiana | P30 AG10133 |
| Banner Sun Health Research Institute | P30 AG019610 |
| Mayo Clinic Rochester | P50 AG016574 |
| National Center for Research Resources | M01RR000096, UL1RR029893 |
| University of Northern Arizona | R01 AG031581 |
| National Center for Advancing Translational Sciences (NCATS) | UL1TR001445 |
| University of California Davis | P30 AG010129 |
| University of Kentucky | P30 AG028383 |
| National Human Genome Research Institute | U01HG006375, U01HG004610 |
| University of California Irvine | P50 AG016577, P50 AG016576, P50 AG016575, P50 AG016573 |
| University of California San Diego Health | P50 AG023501, P01 AG019724, P50 AG005131 |
| National Association for Colitis and Crohn's Disease | U01 AG016976 |
| The Johns Hopkins University | R01 AG020688, P50 AG005146 |
| Japan Society for the Promotion of Science | 16K14649 |
| Duke-Kunshan University | AG05128, P30 AG028377 |
| University of Alabama | UL1RR02777, P50 AG016582 |
| Massachusetts General Hospital | P50 AG005134 |
| Miami Clinical and Translational Science Institute, University of Miami | AG027944, AG021547, R01 AG027944, AG010491, AG019757 |
| Michigan Diabetes Research Center, University of Michigan | P50 AG008671 |
| ADGC | RC2 AG036528, U01 AG032984 |
| University of California, Los Angeles | P50 AG016570 |
| Lance Armstrong Foundation | IIRG-05-14147, IIRG-08-89720 |
| Icahn School of Medicine at Mount Sinai | P01 AG002219, P50 AG005138 |
| University Research Committee, Emory University | AG025688 |
| Kronos Science | AG034504 |
| Columbia University | P50 AG008702, R37 AG015473 |
| Oregon Health and Science University | P30 AG008017, R01 AG026916 |
| UK Medical Research Council, Engineering and Physical Sciences Research Council | G1001253, MR/L501542/1, MR/K01417X/1, MR/J004758/1, G0901254 |
| York University, New York, New York, USA bbbUniversity of Rochester, Rochester, New York | UL1 RR029893, P30 AG08051, MO1RR00096 |
| National Childhood Cancer Registry – National Cancer Institute | R01CA129769 |
| Group Health Research Institute | UO1 AG06781, UO1 HG004610, U01 HG006375 |
| University of Southern California | P50 AG005142 |
| Rush University | R01 AG30146, R01 AG15819, R01 NS059873, R01 AG17917, P30 AG010161, R01 AG019085 |
| The University of Texas Southwestern Medical Center | P30 AG012300 |
| Northwestern Polytechnical University | P30 AG013854 |
| NCRAD | U24 AG021886, U24 AG026395, R01 AG025259, U24 AG026390 |
Keywords
- APOE interaction
- Alzheimer's disease
- Genome-wide association
- Transethnic
ASJC Scopus subject areas
- Epidemiology
- Health Policy
- Developmental Neuroscience
- Clinical Neurology
- Geriatrics and Gerontology
- Cellular and Molecular Neuroscience
- Psychiatry and Mental health