Multi-ancestry genome-wide meta-analysis of 56,241 individuals identifies LRRC4C, LHX5-AS1 and nominates ancestry-specific loci PTPRK , GRB14 , and KIAA0825 as novel risk loci for Alzheimer's disease: the Alzheimer's Disease Genetics Consortium.
Farid Rajabli, Penelope Benchek, Giuseppe Tosto, Nicholas Kushch, Jin Sha, Katrina Bazemore, Congcong Zhu, Wan-Ping Lee, Jacob Haut, Kara L Hamilton-Nelson, Nicholas R Wheeler, Yi Zhao, John J Farrell, Michelle A Grunin, Yuk Yee Leung, Pavel P Kuksa, Donghe Li, Eder Lucio da Fonseca, Jesse B Mez, Ellen L Palmer, Jagan Pillai, Richard M Sherva, Yeunjoo E Song, Xiaoling Zhang, Taha Iqbal, Omkar Pathak, Otto Valladares, Amanda B Kuzma, Erin Abner, Perrie M Adams, Alyssa Aguirre, Marilyn S Albert, Roger L Albin, Mariet Allen, Lisa Alvarez, Liana G Apostolova, Steven E Arnold, Sanjay Asthana, Craig S Atwood, Gayle Ayres, Clinton T Baldwin, Robert C Barber, Lisa L Barnes, Sandra Barral, Thomas G Beach, James T Becker, Gary W Beecham, Duane Beekly, Bruno A Benitez, David Bennett, John Bertelson, Thomas D Bird, Deborah Blacker, Bradley F Boeve, James D Bowen, Adam Boxer, James Brewer, James R Burke, Jeffrey M Burns, Joseph D Buxbaum, Nigel J Cairns, Laura B Cantwell, Chuanhai Cao, Christopher S Carlson, Cynthia M Carlsson, Regina M Carney, Minerva M Carrasquillo, Scott Chasse, Marie-Francoise Chesselet, Nathaniel A Chin, Helena C Chui, Jaeyoon Chung, Suzanne Craft, Paul K Crane, David H Cribbs, Elizabeth A Crocco, Carlos Cruchaga, Michael L Cuccaro, Munro Cullum, Eveleen Darby, Barbara Davis, Philip L De Jager, Charles DeCarli, John DeToledo, Malcolm Dick, Dennis W Dickson, Beth A Dombroski, Rachelle S Doody, Ranjan Duara, NIlüfer Ertekin-Taner, Denis A Evans, Kelley M Faber, Thomas J Fairchild, Kenneth B Fallon, David W Fardo, Martin R Farlow, Victoria Fernandez-Hernandez, Steven Ferris, Tatiana M Foroud, Matthew P Frosch, Brian Fulton-Howard, Douglas R Galasko, Adriana Gamboa, Marla Gearing, Daniel H Geschwind, Bernardino Ghetti, John R Gilbert, Alison M Goate, Thomas J Grabowski, Neill R Graff-Radford, Robert C Green, John H Growdon, Hakon Hakonarson, James Hall, Ronald L Hamilton, Oscar Harari, John Hardy, Lindy E Harrell, Elizabeth Head, Victor W Henderson, Michelle Hernandez, Timothy Hohman, Lawrence S Honig, Ryan M Huebinger, Matthew J Huentelman, Christine M Hulette, Bradley T Hyman, Linda S Hynan, Laura Ibanez, Gail P Jarvik, Suman Jayadev, Lee-Way Jin, Kim Johnson, Leigh Johnson, M Ilyas Kamboh, Anna M Karydas, Mindy J Katz, John S Kauwe, Jeffrey A Kaye, C Dirk Keene, Aisha Khaleeq, Ronald Kim, Janice Knebl, Neil W Kowall, Joel H Kramer, Walter A Kukull, Frank M LaFerla, James J Lah, Eric B Larson, Alan Lerner, James B Leverenz, Allan I Levey, Andrew P Lieberman, Richard B Lipton, Mark Logue, Oscar L Lopez, Kathryn L Lunetta, Constantine G Lyketsos, Douglas Mains, Flanagan E Margaret, Daniel C Marson, Eden R R Martin, Frank Martiniuk, Deborah C Mash, Eliezer Masliah, Paul Massman, Arjun Masurkar, Wayne C McCormick, Susan M McCurry, Andrew N McDavid, Stefan McDonough, Ann C McKee, Marsel Mesulam, Bruce L Miller, Carol A Miller, Joshua W Miller, Thomas J Montine, Edwin S Monuki, John C Morris, Shubhabrata Mukherjee, Amanda J Myers, Trung Nguyen, Sid O'Bryant, John M Olichney, Marcia Ory, Raymond Palmer, Joseph E Parisi, Henry L Paulson, Valory Pavlik, David Paydarfar, Victoria Perez, Elaine Peskind, Ronald C Petersen, Aimee Pierce, Marsha Polk, Wayne W Poon, Huntington Potter, Liming Qu, Mary Quiceno, Joseph F Quinn, Ashok Raj, Murray Raskind, Eric M Reiman, Barry Reisberg, Joan S Reisch, John M Ringman, Erik D Roberson, Monica Rodriguear, Ekaterina Rogaeva, Howard J Rosen, Roger N Rosenberg, Donald R Royall, Mark A Sager, Mary Sano, Andrew J Saykin, Julie A Schneider, Lon S Schneider, William W Seeley, Susan H Slifer, Scott Small, Amanda G Smith, Janet P Smith, Joshua A Sonnen, Salvatore Spina, Peter St George-Hyslop, Robert A Stern, Alan B Stevens, Stephen M Strittmatter, David Sultzer, Russell H Swerdlow, Rudolph E Tanzi, Jeffrey L Tilson, John Q Trojanowski, Juan C Troncoso, Debby W Tsuang, Vivianna M Van Deerlin, Linda J van Eldik, Jeffery M Vance, Badri N Vardarajan, Robert Vassar, Harry V Vinters, Jean-Paul Vonsattel, Sandra Weintraub, Kathleen A Welsh-Bohmer, Patrice L Whitehead, Ellen M Wijsman, Kirk C Wilhelmsen, Benjamin Williams, Jennifer Williamson, Henrik Wilms, Thomas S Wingo, Thomas Wisniewski, Randall L Woltjer, Martin Woon, Clinton B Wright, Chuang-Kuo Wu, Steven G Younkin, Chang-En Yu, Lei Yu, Xiongwei Zhu, Brian W Kunkle, William S Bush, Li-San Wang, Lindsay A Farrer, Jonathan L Haines, Richard Mayeux, Margaret A Pericak-Vance, Gerard D Schellenberg, Gyungah R Jun, Christiane Reitz, Adam C NajLimited ancestral diversity has impaired our ability to detect risk variants more prevalent in non-European ancestry groups in genome-wide association studies (GWAS). We constructed and analyzed a multi-ancestry GWAS dataset in the Alzheimer's Disease (AD) Genetics Consortium (ADGC) to test for novel shared and ancestry-specific AD susceptibility loci and evaluate underlying genetic architecture in 37,382 non-Hispanic White (NHW), 6,728 African American, 8,899 Hispanic (HIS), and 3,232 East Asian individuals, performing within-ancestry fixed-effects meta-analysis followed by a cross-ancestry random-effects meta-analysis. We identified 13 loci with cross-ancestry associations including known loci at/near CR1 , BIN1 , TREM2 , CD2AP , PTK2B , CLU , SHARPIN , MS4A6A , PICALM , ABCA7 , APOE and two novel loci not previously reported at 11p12 ( LRRC4C ) and 12q24.13 ( LHX5-AS1 ). Reflecting the power of diverse ancestry in GWAS, we observed the SHARPIN locus using 7.1% the sample size of the original discovering single-ancestry GWAS (n=788,989). We additionally identified three GWS ancestry-specific loci at/near ( PTPRK ( P =2.4×10 -8 ) and GRB14 ( P =1.7×10 -8 ) in HIS), and KIAA0825 ( P =2.9×10 -8 in NHW). Pathway analysis implicated multiple amyloid regulation pathways (strongest with P adjusted =1.6×10 -4 ) and the classical complement pathway ( P adjusted =1.3×10 -3 ). Genes at/near our novel loci have known roles in neuronal development ( LRRC4C, LHX5-AS1 , and PTPRK ) and insulin receptor activity regulation ( GRB14 ). These findings provide compelling support for using traditionally-underrepresented populations for gene discovery, even with smaller sample sizes.
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