Whole Genome Association Study of the Plasma Metabolome Identifies Metabolites Linked to Cardiometabolic Disease in Black Individuals

著者: Usman A. Tahir, Daniel H. Katz, Julián Ávila-Pacheco, Alexander G. Bick, Akhil Pampana, Jeremy Robbins, Zhi Yu, Zsu‐Zsu Chen, Mark D. Benson, Daniel E. Cruz, Debby Ngo, Shuliang Deng, Xu Shi, Shuning Zheng, Aaron S. Eisman, Laurie Farrell, Michael E. Hall, Adolfo Correa, Russell P. Tracy, Peter Durda, Kent D. Taylor, Ching‐Ti Liu, W. Craig Johnson, Xiuqing Guo, Jie Yao, Yii‐Der Ida Chen, Ani Manichaikul, Frederick L. Ruberg, William S. Blaner, Deepti Jain, Namiko Abe, Gonçalo Abecasis, François Aguet, Christine M. Albert, Laura Almasy, Álvaro Alonso, Seth A. Ament, Peter Anderson, Pramod Anugu, Deborah Applebaum‐Bowden, Kristin Ardlie, Dan E. Arking, Donna K. Arnett, Allison E. Ashley‐Koch, Stella Aslibekyan, Tim Assimes, Paul L. Auer, Dimitrios Avramopoulos, Najib Ayas, Adithya Balasubramanian, John Barnard, Kathleen C. Barnes, R. Graham Barr, Emily Barron‐Casella, Lucas Barwick, Terri H. Beaty, Gerald J. Beck, Diane M. Becker, Lewis C. Becker, Rebecca Beer, Amber L. Beitelshees, Emelia J. Benjamin, Takis Benos, Marcos Bezerra, Larry Bielak, Joshua C. Bis, Thomas W. Blackwell, John Blangero, Nathan R. Blue, Eric Boerwinkle, Donald W. Bowden, Russell P. Bowler, Jennifer A. Brody, Ulrich Broeckel, Jai Broome, Deborah Brown, Karen Bunting, Esteban G. Burchard, Carlos D. Bustamante, Erin Buth, Brian E. Cade, Jonathan Cardwell, Vincent J. Carey, Julie Carrier, April P. Carson, Cara L. Carty, Richard Casaburi, Juan P. Romero, James F. Casella, Peter J. Castaldi, Mark Chaffin, Christy Chang, Yi‐Cheng Chang, Daniel I. Chasman, Sameer Chavan, Bo‐Juen Chen, Wei‐Min Chen, Michael Cho, Seung Hoan Choi, Lee‐Ming Chuang, Mina K. Chung, Ren‐Hua Chung, Suzy Comhair, Matthew P. Conomos, Elaine Cornell, Carolyn Crandall, James D. Crapo, L. Adrienne Cupples, Joanne E. Curran, Jeffrey L. Curtis, Brian Custer, Coleen Damcott, Dawood Darbar, Sean P. David, Colleen Davis, Michelle Daya, Mariza de Andrade, Lisa de las Fuentes, Paul S. de Vries, Michael R. DeBaun, Ranjan Deka, Dawn L. DeMeo, Scott E. Devine, Huyen Dinh, HarshaVardhan Doddapaneni, Qing Duan, Shannon Dugan‐Perez, Ravi Duggirala, Susan K. Dutcher, Charles B. Eaton, Lynette Ekunwe, Adel Boueiz, Patrick T. Ellinor, Leslie S. Emery, Serpil C. Erzurum, Charles R. Farber, Jesse Farek, Tasha E. Fingerlin, Matthew Flickinger, Myriam Fornage, Nora Franceschini, Chris Frazar, Mao Fu, Stephanie M. Fullerton, Lucinda A. Fulton, Stacey Gabriel, Weiniu Gan, Shanshan Gao, Yan Gao, Margery Gass, Heather Geiger, Bruce D. Gelb, Mark W. Geraci, Søren Germer, Auyon Ghosh, Richard A. Gibbs, Chris Gignoux, Mark T. Gladwin, David C. Glahn, Stephanie M. Gogarten, Da‐Wei Gong, Harald H.H. Göring, Sharon Graw, Kathryn J. Gray, Daniel Grine, Colin Gross, C. Charles Gu, Yue Guan, Namrata Gupta, Jeff Haessler, Yi Han, Patrick J. Hanly, Daniel Harris, Nicola L. Hawley, Jiang He, Ben Heavner, Susan R. Heckbert, Ryan D. Hernandez, David M. Herrington, Craig P. Hersh, Bertha Hidalgo, James E. Hixson, Brian D. Hobbs, John E. Hokanson, Elliott Hong, Karin F. Hoth, Chao A. Hsiung, Jianhong Hu, Yi‐Jen Hung, Haley Huston, Chii Min Hwu, Marguerite R. Irvin, Rebecca D. Jackson, Cashell E. Jaquish, Jill M. Johnsen, Andrew M. Johnson, Rich Johnston, Kimberly Jones, Hyun Min Kang, Robert C. Kaplan, Sharon L. R. Kardia, Shannon Kelly, Eimear E. Kenny, Michael D. Kessler, Alyna Khan, Ziad Khan, Wonji Kim, John Kimoff, Gregory L. Kinney, Barbara A. Konkle, Charles Kooperberg, Holly Kramer, Christoph Lange, Ethan M. Lange, Leslie A. Lange, Cathy C. Laurie, Cecelia Laurie, Meryl S. LeBoff, Jiwon Lee, Sandra Lee, Wen‐Jane Lee, Jonathon LeFaive, David Levine, Daniel Levy, Joshua P. Lewis, Xiaohui Li, Yun Li, Henry J. Lin, Honghuang Lin, Xihong Lin, Simin Liu, Yu Liu, Ruth J. F. Loos, Steven A. Lubitz, Kathryn L. Lunetta, James Luo, Ulysses J. Magalang, Michael C. Mahaney, Barry J. Make, Alisa K. Manning, JoAnn E. Manson, Lisa W. Martin, Melissa Marton, Susan Mathai, Rasika A. Mathias, Susanne May, Patrick F. McArdle, Merry‐Lynn McDonald, Sean McFarland, Stephen T. McGarvey, Daniel McGoldrick, Caitlin McHugh, Becky McNeil, Hao Mei, James B. Meigs, Vipin K. Menon, Luisa Mestroni, Ginger Metcalf, Deborah A. Meyers, Emmanuel Mignot, Julie Mikulla, Yuan‐I Min, Mollie Minear, Ryan L. Minster, Braxton D. Mitchell, Matt Moll, Zeineen Momin, May E. Montasser, Courtney G. Montgomery, Donna M. Muzny, Josyf C. Mychaleckyj, Girish N. Nadkarni, Rakhi P. Naik, Take Naseri, Sergeï Nekhai, Sarah C. Nelson, Bonnie Neltner, Caitlin Nessner, Deborah A. Nickerson, Osuji Nkechinyere, Kari E. North, Jeff O’Connell, Tim O’Connor, Heather M. Ochs‐Balcom, Geoffrey Okwuonu, Allan I Pack, David T. Paik, Nicholette Palmer, James S. Pankow, George Papanicolaou, Cora Parker, Gina M. Peloso, Juan M. Peralta, Marco Perez, James A. Perry, Ulrike Peters, Patricia A. Peyser, Lawrence S. Phillips, Jacob Pleiness, Toni I. Pollin, Wendy S. Post, Julia Powers Becker, Meher Preethi Boorgula, Michael Preuß, Bruce M. Psaty, Pankaj Qasba, Dandi Qiao, Zhaohui Qin, Nicholas Rafaels, Laura M. Raffield, Mahitha Rajendran, Ramachandran S. Vasan, D. C. Rao, Laura J. Rasmussen‐Torvik, Aakrosh Ratan, Susan Redline, Robert D. Reed, Catherine Reeves, Elizabeth A. Regan, Alex P. Reiner, M.S. Reupena, Kenneth Rice, Rébecca Robillard, Nicolas Robine, Dan Roden, Carolina Roselli, Ingo Ruczinski, Alexi Runnels, Pamela Russell, Sarah Ruuska, Éster Cerdeira Sabino, Danish Saleheen, Shabnam Salimi, Sejal Salvi, Steven L. Salzberg, Kevin Sandow, Vijay G. Sankaran, Jireh Santibanez, Karen Schwander, David Schwartz, Frank C. Sciurba, Christine E. Seidman, Jonathan G. Seidman, Frédéric Sérià ̈s, Vivien Sheehan, Stephanie L. Sherman, Amol C. Shetty, Aniket Shetty, Wayne Hui-Heng Sheu, M. Benjamin Shoemaker, Brian Silver, Edwin K. Silverman, Robert Skomro, Albert V. Smith, Jennifer E. Smith, J. G. Smith, Nicholas H. Smith, Tanja Smith, Sylvia Smoller, Beverly M. Snively, M Snyder, Tamar Sofer, Nona Sotoodehnia, Adrienne M. Stilp, Garrett Storm, Elizabeth A. Streeten, Jessica Lasky‐Su, Yun Ju Sung, Jody Sylvia, Adam A. Szpiro, Daniel Taliun, Hua Tang, Margaret A. Taub, Matthew R.G. Taylor, Simeon I. Taylor, Marilyn J. Telen, Timothy A. Thornton, Machiko Threlkeld, Lesley Tinker, David Tirschwell, Sarah A. Tishkoff, Hemant K. Tiwari, Catherine Tong, Michael Y. Tsai, Dhananjay Vaidya, David Van Den Berg, Peter VandeHaar, Scott Vrieze, Tarik Walker, Robert B. Wallace, Avram Walts, Fei Fei Wang, Heming Wang, Jiongming Wang, Karol Watson, Jennifer Watt, Daniel E. Weeks, Joshua Weinstock, Bruce S. Weir, Scott T. Weiss, Lu‐Chen Weng, Jennifer Wessel, Cristen J. Willer, Kayleen Williams, L. Keoki Williams, Carla Wilson, Lara Winterkorn, Quenna Wong, Joseph Wu, Huichun Xu, Lisa R. Yanek, Ivana V. Yang, Ketian Yu, Seyedeh M. Zekavat, Yingze Zhang, Snow Xueyan Zhao, Wei Zhao, Xiaofeng Zhu, Elad Ziv, Michael C. Zody, Sebastian Zoellner, Claude Bouchard, Mark A. Sarzynski, Stephen S. Rich, Jerome I. Rotter, Thomas J. Wang, James G. Wilson, Clary B. Clish, Pradeep Natarajan, Robert E. Gerszten - Nature Communications 2022 被引用: 61

Integrating genetic information with metabolomics has provided new insights into genes affecting human metabolism. However, gene-metabolite integration has been primarily studied in individuals of European Ancestry, limiting the opportunity to leverage genomic diversity for discovery. In addition, these analyses have principally involved known metabolites, with the majority of the profiled peaks left unannotated. Here, we perform a whole genome association study of 2,291 metabolite peaks (known and unknown features) in 2,466 Black individuals from the Jackson Heart Study. We identify 519 locus-metabolite associations for 427 metabolite peaks and validate our findings in two multi-ethnic cohorts. A significant proportion of these associations are in ancestry specific alleles including findings in APOE, TTR and CD36. We leverage tandem mass spectrometry to annotate unknown metabolites, providing new insight into hereditary diseases including transthyretin amyloidosis and sickle cell disease. Our integrative omics approach leverages genomic diversity to provide novel insights into diverse cardiometabolic diseases.