201. Genetic Modulation of Lipid Profiles following Lifestyle Modification or Metformin Treatment: The Diabetes Prevention Program
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James M. Ignaut, Kathy Ngo, Yuping Gao, Roylen S. Kaskalla, Kellie Smith, Margaret Kocal, Patrick J. Boyle, Peggy Gibbs, Lorna Dias, Richard P. Donahue, Deloris Heard, Javiva Horne, Jewel Mendoza, Samia Das, Cheryl F. Smith, Stacy Rubtchinsky, Susie M. Kelly, Kathleen A. Jablonski, Richard Arakaki, Elise Zimmerman, Kenneth S. Polonsky, Toni I. Pollin, Judith E. Soberman, Mary Beth Benson, Jeanine Roumain, Justin Glass, Mary Lou Carrion-Petersen, Jill P. Crandall, Wilfred Y. Fujimoto, Wendy Grant, Rosalyn Barber, Khan Akbar, Catherine Behrends, Roberta Duncan, Jose C. Florez, David M. Nathan, Ping Zhang, Claresa Levatan, Pentti Rautaharju, Steven Poirier, Cathryn F. Oldmixon, Carolyn Johannes, Patricia Katz, Patrice G. Saab, Maria Budget, Pamela Mucik, Jeanne M. Clark, Mark E. Molitch, Alexandra Poulos, Sharon L. Edelstein, Sheila Steinke, Valerie Goldman, Enrico Cagliero, Kristin David, Maureen Passaro, Yabing Li, Marizel Quitingon, Robert Moran, Louise E. Ingraham, Elizabeth M. Venditti, Evette Polczynski, Marsha Miller, Marie Smith, Caren G. Solomon, Anne Lowe, Maryanne Nicosia, Farida Rautaharju, Elizabeth Barrett-Connor, Shandiin Begay, Sharon D. Jackson, Tara L. Jones, James H. Warram, Tina Brenneman, Margaret J. Matulik, Lisa Testaverde, Marjorie K. Mau, George A. Bray, Rena R. Wing, Lisa Clifford, Andrew W. Taylor, Elissa Violino, Paul Cassanova-Romero, William B. Applegate, Fannie E. Smith, Kristine A. Viscovich, Alicia Noel, Barbara Eberhardt, Edward W. Gregg, Ellie Horse, Sofya M Rubinchik, Cormarie Wernimont, Patricia Rowe, Donna H. Ryan, Doris A. Hernandez-McGinnis, Janet Sewenemewa, Mary Beth Pena, Sara Michaels, Linda Semler, Amy D. Otto, Donald A. Williamson, David D. McPherson, Kieren J. Mather, Kirsten Czech, Hermes Florez, Jonathan Scheindlin, Charles Campbell, Evelyn C. Bird, Tracy Jones, Nancy D. Rowland, Linda M. Delahanty, Vickie L. Andre, Donald C. Simonson, Angela L. Brown, Michelle Kerr, Edward S. Horton, Zhu Ming Zhang, Margaret Mills, Alla Sapozhnikova, Edward W. Lipkin, Marion S. Kirkman, Ellen S. Rooney, Robert Orlosky, Julio V. Santiago, Emily Sullivan, Jeanette Calles, Mike Reidy, Lascelles Kirby, William C. Knowler, Catherine Manus, Paula C. Vicknair, Elizabeth J. Mayer-Davis, Willette Senter, Samuel S. Engel, Ysela Gonzales, Sandra Foo, Dorothy Pompi, Steve Jones, Sharon Hall, Robert R. Henry, Sujata Jinagouda, Beverly D. Porter, Fredricka Walker-Murray, Mary A. Hoskin, Iris W. Culbert, Michelle Cook, Steven E. Kahn, H. Shamoon, Frank L. Greenway, Enrique Caballero, Valerie McLymont, Marian L. Fitzgibbon, Carolyn King, David W. Price, Leslie F. Atler, Christopher D. Saudek, Frederick L. Brancati, Judith Wylie-Rosett, Brent VanDorsten, Marcella Chavez, Ronald J. Prineas, N. Grover, Beverly Williams-Cleaves, Catherine DeSandre, Mohammed F. Saad, Ronald A. Arky, Ronald B. Goldberg, Raed E. Imseis, Alexis Bouffard, Jerrold M. Olefsky, Joel Zonszein, Carissa M. Smith, Marinella Temprosa, Greg Strylewicz, Maria G. Montez, Gretchen Youssef, David A. Ehrmann, Janice Freel, Dace L. Trence, Robert E. Ratner, Susan Jeffries, Richard C. Eastman, Andrea M. Kriska, Dione Lenz, Kathleen E. Lawton, Cindy Evans, Neil H. White, Henry Mosley, Susan Cola, William H. Herman, Jean Smith, Alafia Samuels, Larry B. Ballonoff, Yolanda F. Dotson, Merry Jackson, Ann R. Semenske, Diane Larsen, Janet O. Brown, Tina Morgan, Simona Szerdi Janesch, Kerry J. Stewart, Jacqueline M. Ghahate, Ernestine Brown, Kathy Xapthalamous, Narleen K. Baker-Ladao, Maureen Malloy, Richard T. Tulley, Constance Pepe, Mary E. Murphy, Solome Abebe, Jill Crandall, Tracy Kellum, Lucy Ryder, David B. Allison, Samuel Dagogo-Jack, Steven V. Edelman, Ted Ganiats, Jeanne Charleston, James O. Hill, Renee W. Latimer, Sandra L. Frieson, Robert L. Hanson, F. Alan Aldrich, Barry J. Goldstein, Denise R. Anderson, Om P. Ganda, Helen M. Seagle, Gretchen E H van Wye, Monica Mullen, David S. Schade, Santica M. Marcovina, Jeffery J. Zachwieja, Mimi M. Giles, Janene L. Canady, Liane Cox, Madelyn L. Wheeler, John C. Guare, Helen Lambeth, Cheryl K H Johnson, Lynne Lichtermann, Alan R. Shuldiner, Susan Roston, Geraldine Boggs, Bonnie T. Jortberg, Paris Roach, Elsie Adorno, Arlene Martinez, Qing Pan, Pamela A. Schinleber, Jillian Inouye, Kathy Parkes, Katherine Horak, Elizabeth A. Walker, Carol Percy, Perpetua Magpuri, Michelle Yazzie, Cyndy Edgerton, Melvin J. Prince, Ralph Beddow, Sandra Sangster, Laura H. Morris, Carlos Lorenzo, Carmen A. Larreal, Richard J. Katz, Claudia Conzues, Gabriel Uwaifo, Juliet Ojito, Lynne Delve, William H. Polonsky, Julie A. Nelson, Raymond P. Bain, Mark R. Burge, Anna Giannella, Bart Clark, Renee Reinhart, Nancy Pemberton, Norman Cooeyate, Ryan Gilligan, Wayman W. Cheatham, Alan M. Jacobsen, Crystal J. Howard-Century, Sue Shapiro, Louann Harris, Jarred McAteer, Helena Duffy, Trevor J. Orchard, Marcia L. Jackson, Heather Turgeon, Sanford A. Garfield, Jonathan Krakoff, Debra Rowse, Jocelyn Pan, Patricia V. Nash, Kathy Abbott, Pamela G. Watson, James Rochon, M. Kaye Kramer, Paula Williamson, Betty M. Kennedy, Susan Harrier, Jose F. Caro, Richard R. Rubin, Megan Lyman, Kristina L. Grimes, Boyd E. Metzger, Priscilla Jay, Paul W. Franks, Ruthanne Hilbrich, Ellen W. Seely, B. Ned Calonge, Sundar R. D. Mudaliar, Tara Dacawyma, Marybeth Bryant, Abbas E. Kitabchi, Deborah A. Sanford, Renee Liberoni, Angela M. Hadden, Allison Friedler, Charlton Wilson, Valarie A. Weinzierl, Martia Glass, Michael L. Jeffirs, F. Xavier Pi-Sunyer, Elizabeth R. Stamm, John Spandorfer, Wylie L. McNabb, Janet Tobian, Yolanda Nashboo, Edwin S. Fineberg, Caroline Abbas, Amer Rassam, Hooman Oktaei, Robert H. Knopp, Vanessa Bradley, Charlotte Stimpson, Qurashia Manjoo, Marlene Frazier, Dorothy Gohdes, David Kessler, Gaye Koenning, Raynette U. Perry, Lily M K Rutledge, Amy R. Sherman, Catherine M. Champagne, Therese Franklin, Ellen J. Anderson, Arlette C. Perry, Lori Haffner, Darryl Tonemah, Charles McKitrick, Rebecca Culyba, Jennifer C. Lovejoy, Nancy J. Aronoff, Laurie Bissett, Jane E. Lee, Richard F. Hamman, Hanna Sherif, Julia A. St. Amant, Diana Leos, Judith E. Fradkin, David G. Marrero, Mariana K. Johnson, Michael Bryer-Ash, Lisa Chai, Deloris Johnson, Teresa Alexander, Jacqueline P. Burke, Edwin B. Fisher, Miriam A. Boraz, Jarred B. McAteer, Paul I.W. de Bakker, Tracy Whittington, Pharis Mohideen, John M. Lachin, Peter H. Bennett, Karen M. Callaphan, Kenneth G. Smith, Kimberly Loman, Sharon K. Odom, Karen Vejvoda, Susan Barr, L. Delahanty, Catherine Bavido-Arrage, Brenda A. Broussard, Daniel H. O'Leary, Dawn Jiggetts, Helen Martinez, Brenda Montgomery, Debra Waters, Carmen Pal, Tara Wilson, Nadege Longchamp, Lyn M. Kula, Katherine V. Williams, Martha Farago, Judith G. Regensteiner, Asha K. Nair, Karwyn S. Adams, Hope Joseph, Ana Santiago, Marjorie Bronsord, Emma Hurt, Lee E. Melancon, Michelle Marr, Jackie Callaghan, Dana Schweizer, Kathleen M. Kobus, Matthew S. Doughty, Shelley R. Hoyer, Stacey Kloiber, Steven M. Haffner, Sarah E. Fowler, Julie A. Bamdad, Lisa L. Smith, Clara Smith, David Altshuler, Fonda G. Guillory, Jadell Mendez, Thomas Pitts, April A. Herbert, Kathy Mikami, Kelly J. Acton, Andrew J. Sarkin, Tamara Isakova, and Allison, David B
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Male ,Cancer Research ,Magnetic Resonance Spectroscopy ,030204 cardiovascular system & hematology ,Cardiovascular ,chemistry.chemical_compound ,0302 clinical medicine ,Endocrinology ,Weight loss ,Risk Factors ,Genetics (clinical) ,0303 health sciences ,medicine.diagnostic_test ,Diabetes ,Single Nucleotide ,Middle Aged ,Metformin ,3. Good health ,Cholesterol ,Cardiovascular Diseases ,Medicine ,Female ,medicine.symptom ,Type 2 ,medicine.drug ,Research Article ,Adult ,medicine.medical_specialty ,Drugs and Devices ,HDL ,lcsh:QH426-470 ,Lipoproteins ,Biology ,Endocrinology and Diabetes ,Polymorphism, Single Nucleotide ,LDL ,03 medical and health sciences ,Clinical Research ,Internal medicine ,Diabetes mellitus ,Weight Loss ,Diabetes Mellitus ,Genetics ,medicine ,Humans ,Hypoglycemic Agents ,Polymorphism ,Allele ,Molecular Biology ,Life Style ,Metabolic and endocrine ,Ecology, Evolution, Behavior and Systematics ,Genetic Association Studies ,Triglycerides ,Nutrition ,030304 developmental biology ,Dyslipidemias ,Diabetic Endocrinology ,Prevention ,Cholesterol, HDL ,Lipid metabolism ,Cholesterol, LDL ,Diabetes Mellitus Type 2 ,medicine.disease ,Lipid Metabolism ,Diabetes Prevention Program Research Group ,lcsh:Genetics ,chemistry ,Diabetes Mellitus, Type 2 ,Pharmacogenetics ,Lipid profile ,Developmental Biology ,Lipoprotein - Abstract
Weight-loss interventions generally improve lipid profiles and reduce cardiovascular disease risk, but effects are variable and may depend on genetic factors. We performed a genetic association analysis of data from 2,993 participants in the Diabetes Prevention Program to test the hypotheses that a genetic risk score (GRS) based on deleterious alleles at 32 lipid-associated single-nucleotide polymorphisms modifies the effects of lifestyle and/or metformin interventions on lipid levels and nuclear magnetic resonance (NMR) lipoprotein subfraction size and number. Twenty-three loci previously associated with fasting LDL-C, HDL-C, or triglycerides replicated (P = 0.04–1×10−17). Except for total HDL particles (r = −0.03, P = 0.26), all components of the lipid profile correlated with the GRS (partial |r| = 0.07–0.17, P = 5×10−5–1×10−19). The GRS was associated with higher baseline-adjusted 1-year LDL cholesterol levels (β = +0.87, SEE±0.22 mg/dl/allele, P = 8×10−5, P interaction = 0.02) in the lifestyle intervention group, but not in the placebo (β = +0.20, SEE±0.22 mg/dl/allele, P = 0.35) or metformin (β = −0.03, SEE±0.22 mg/dl/allele, P = 0.90; P interaction = 0.64) groups. Similarly, a higher GRS predicted a greater number of baseline-adjusted small LDL particles at 1 year in the lifestyle intervention arm (β = +0.30, SEE±0.012 ln nmol/L/allele, P = 0.01, P interaction = 0.01) but not in the placebo (β = −0.002, SEE±0.008 ln nmol/L/allele, P = 0.74) or metformin (β = +0.013, SEE±0.008 nmol/L/allele, P = 0.12; P interaction = 0.24) groups. Our findings suggest that a high genetic burden confers an adverse lipid profile and predicts attenuated response in LDL-C levels and small LDL particle number to dietary and physical activity interventions aimed at weight loss., Author Summary The study included 2,993 participants from the Diabetes Prevention Program, a randomized clinical trial of intensive lifestyle intervention, metformin treatment, and placebo control. We examined associations between 32 gene variants that have been reproducibly associated with dyslipidemia and concentrations of lipids and NMR lipoprotein particle sizes and numbers. We also examined whether genetic background influences a person's response to cardioprotective interventions on lipid levels. Our analysis, which focused on determining whether common genetic variants impact the effects of cardioprotective interventions on lipid and lipoprotein particle size, shows that in persons with a high genetic risk score the benefit of intensive lifestyle intervention on LDL and small LDL particle levels is substantially diminished; this information may be informative for the targeted prevention of dyslipidemia, as it suggests that genetics might help identify persons in whom lifestyle intervention is likely to be an effective treatment for elevated lipids and lipoproteins. The NMR subfraction analyses provide novel insight into the biology of dyslipidemia by illustrating how numerous genetic variants that have previously been associated with lipid levels also modulate NMR lipoprotein particle sizes and number. This information may be informative for the targeted prevention of cardiovascular disease.
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- 2012