Interaction Between Type 2 Diabetes Prevention Strategies and Genetic Determinants of Coronary Artery Disease on Cardiometabolic Risk Factors
Author:
Merino Jordi12345ORCID, Jablonski Kathleen A.6, Mercader Josep M.123, Kahn Steven E.7ORCID, Chen Ling123, Harden Maegan8, Delahanty Linda M.24, Araneta Maria Rosario G.9, Walford Geoffrey A.12, Jacobs Suzanne B.R.123, Ibebuogu Uzoma N.10, Franks Paul W.111213ORCID, Knowler William C.14ORCID, Florez Jose C.1234ORCID, Bray George A., Gadde Kishore, Chatellier Annie, Arceneaux Jennifer, Dragg Amber, Duncan Crystal, Greenway Frank L., Hsia Daniel, Levy Erma, Lockett Monica, Ryan Donna H., Ehrmann David, Matulik Margaret J., Czech Kirsten, DeSandre Catherine, Goldstein Barry J., Furlong Kevin, Smith Kellie A., Wildman Wendi, Pepe Constance, Goldberg Ronald B., Calles Jeanette, Ojito Juliet, Castillo-Florez Sumaya, Florez Hermes J., Giannella Anna, Lara Olga, Veciana Beth, Haffner Steven M., Hazuda Helen P., Montez Maria G., Hattaway Kathy, Lorenzo Carlos, Martinez Arlene, Walker Tatiana, Hamman Richard F., Dabelea Dana, Testaverde Lisa, Anderson Denise, Bouffard Alexis, Jenkins Tonya, Lenz Dione, Perreault Leigh, Price David W., Steinke Sheila C., Horton Edward S., Poirier Catherine S., Swift Kati, Caballero Enrique, Fargnoli Barbara, Guidi Ashley, Guido Mathew, Jackson Sharon D., Lambert Lori, Lawton Kathleen E., Ledbury Sarah, Sansoucy Jessica, Spellman Jeanne, Kahn Steven E., Montgomery Brenda K., Fujimoto Wilfred, Knopp Robert H., Lipkin Edward W., Morgan-Taggart Ivy, Murillo Anne, Taylor Lonnese, Thomas April, Tsai Elaine C., Trence Dace, Kitabchi Abbas E., Dagogo-Jack Samuel, Murphy Mary E., Taylor Laura, Dolgoff Jennifer, Clark Debra, Ibebuogu Uzoma, Lambeth Helen, Ricks Harriet, Rutledge Lily M.K., Soberman Judith E., Molitch Mark E., Metzger Boyd E., Johnson Mariana K., Giles Mimi M., Larsen Diane, Pen Samsam C., Nathan David M., Larkin Mary, McKitrick Charles, Turgeon Heather, Anderson Ellen, Bissett Laurie, Bondi Kristy, Cagliero Enrico, D’Anna Kali, Delahanty Linda, Florez Jose C., Goldman Valerie, Lou Peter, Poulos Alexandra, Raymond Elyse, Stevens Christine, Tseng Beverly, Barrett-Connor Elizabeth, Carrion-Petersen Mary Lou, Claravall Lauren N., Dowden Jonalle M., Horne Javiva, Leos Diana, Mudaliar Sundar, Smith Jean, Janisch Simona Szerdi, Vejvoda Karen, Pi-Sunyer F. Xavier, Lee Jane E., Foo Sandra T., Hagamen Susan, Marrero David G., Mather Kieren J., Kelly Susie M., Putenney Paula, Jackson Marcia A., McAtee Gina, Ackermann Ronald T., Cantrell Carolyn M., Fineberg Edwin S., Hadden Angela, Kirkman Mario S., O’Kelly Phillips Erin, Roach Paris J., Ratner Robert E., Aroda Vanita, Shapiro Sue, Bavido-Arrage Catherine, Gibbs Peggy, Uwaifo Gabriel, Wiggins Renee, Saad Mohammed F., Watson Karol, Botrous Medhat, Jinagouda Sujata, Budget Maria, Conzues Claudia, Magpuri Perpetua, Ngo Kathy, Xapthalamous Kathy, White Neil H., Brown Angela L., Das Samia, Khare-Ranade Prajakta, Stich Tamara, Santiago Ana, Wernimont Cormarie, Saudek Christopher D., Golden Sherita Hill, Whittington Tracy, Brancati Frederick L., Clark Jeanne M., Greene Alicia, Jiggetts Dawn, Mosley Henry, Reusing John, Rubin Richard R., Stephens Shawne, Utsey Evonne, Schade David S., Adams Karwyn S., Hemphill Claire, Hyde Penny, Canady Janene L., Colleran Kathleen, Gonzales Ysela, Hernandez-McGinnis Doris A., King Carolyn, Crandall Jill, Brown Janet O., Trandafirescu Gilda, Adorno Elsie, Duffy Helena, Goldstein Angela, Lukin Jennifer, Martinez Helen, Pompi Dorothy, Shamoon Harry, Scheindlin Jonathan, Walker Elizabeth A., Wylie-Rosett Judith, Orchard Trevor, Kriska Andrea, Jeffries Susan, Kramer M. Kaye, Smith Marie, Benchoff Catherine, Guimond Stephanie, Pettigrew Jessica, Rubinstein Debra, Semler Linda, Venditti Elizabeth, Weinzierl Valarie, Arakaki Richard F., Baker-Ladao Narleen K., Isonaga Mae K., Bermudez Nina E., Mau Marjorie K., Melish John S., Yamamoto Robin E., Knowler William C., Cooeyate Norman, Enote Alvera, Hoskin Mary A., Natewa Camille, Percy Carol A., Acton Kelly J., Andre Vickie L., Barber Roz, Begay Shandiin, Bucca Brian C., Cook Sherron, Curtis Jeff, Dodge Charlotte, Doughty Matthew S., Kurland Jason, Glass Justin, Glass Martia, Hanson Robert L., Ingraham Louise E., Kobus Kathleen M., Krakoff Jonathan, Manus Catherine, McCabe Cherie, Michaels Sara, Morgan Tina, Nelson Julie A., Piromalli Christopher, Roy Robert J., Sangster Sandra, Smart Miranda, Tonemah Darryl P., Williams Rachel, Wilson Charlton, Fowler Sarah, Temprosa Marinella, Larsen Michael, Brenneman Tina, Sherif Hanna, Edelstein Sharon L., Abebe Solome, Bamdad Julie, Barkalow Melanie, Bethepu Joel, Bezabeh Tsedenia, Butler Nicole, Callaghan Jackie, Carter Caitlin E., Christophi Costas, Dwyer Gregory M., Foulkes Mary, Gao Yuping, Gooding Robert, Gottlieb Adrienne, Grover Nisha, Hoffman Heather, Tjaden Ashley Hogan, Jablonski Kathleen, Katz Richard, Kolinjivadi Preethy, Lachin John M., Ma Yong, Pan Qing, Reamer Susan, Sapozhnikova Alla, Venditti Elizabeth M., Kriska Andrea M., Semler Linda, Weinzierl Valerie, Marcovina Santica, Strylewicz Greg, Albers John, Fradkin Judith, Garfield Sanford, Lee Christine, Gregg Edward, Zhang Ping, Florez Jose C., Altshuler David, Billings Liana K., Chen Ling, Harden Maegan, Hanson Robert L., Knowler William C., Pollin Toni I., Shuldiner Alan R., Jablonski Kathleen, Franks Paul W., Hivert Marie-France,
Affiliation:
1. Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA 2. Diabetes Unit, Massachusetts General Hospital, Boston, MA 3. Programs in Metabolism and Medical and Population Genetics, Eli and Edythe L. Broad Institute of MIT and Harvard, Cambridge, MA 4. Department of Medicine, Harvard Medical School, Boston, MA 5. Research Unit on Lipids and Atherosclerosis, CIBERDEM, Institut d’Investigació Sanitària Pere Virgili, Universitat Rovira i Virgili, Reus, Spain 6. The Biostatistics Center, Department of Epidemiology and Biostatistics, Milken Institute School of Public Health, The George Washington University, Rockville, MD 7. Division of Metabolism, Endocrinology and Nutrition, VA Puget Sound Health Care System and University of Washington, Seattle, WA 8. Genomics Platform, Eli and Edythe L. Broad Institute of MIT and Harvard, Cambridge, MA 9. Department of Family Medicine and Public Health, University of California, San Diego, La Jolla, CA 10. Division of Cardiovascular Diseases, Department of Medicine, The University of Tennessee Health Science Center, Memphis, TN 11. Genetic & Molecular Epidemiology Unit, Lund University Diabetes Centre, Malmo, Sweden 12. Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden 13. Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA 14. Diabetes Epidemiology and Clinical Research Section, National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, AZ
Abstract
Coronary artery disease (CAD) is more frequent among individuals with dysglycemia. Preventive interventions for diabetes can improve cardiometabolic risk factors (CRFs), but it is unclear whether the benefits on CRFs are similar for individuals at different genetic risk for CAD. We built a 201-variant polygenic risk score (PRS) for CAD and tested for interaction with diabetes prevention strategies on 1-year changes in CRFs in 2,658 Diabetes Prevention Program (DPP) participants. We also examined whether separate lifestyle behaviors interact with PRS and affect changes in CRFs in each intervention group. Participants in both the lifestyle and metformin interventions had greater improvement in the majority of recognized CRFs compared with placebo (P < 0.001) irrespective of CAD genetic risk (Pinteraction > 0.05). We detected nominal significant interactions between PRS and dietary quality and physical activity on 1-year change in BMI, fasting glucose, triglycerides, and HDL cholesterol in individuals randomized to metformin or placebo, but none of them achieved the multiple-testing correction for significance. This study confirms that diabetes preventive interventions improve CRFs regardless of CAD genetic risk and delivers hypothesis-generating data on the varying benefit of increasing physical activity and improving diet on intermediate cardiovascular risk factors depending on individual CAD genetic risk profile.
Funder
National Institutes of Health
Publisher
American Diabetes Association
Subject
Endocrinology, Diabetes and Metabolism,Internal Medicine
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