1. A Polygenic Lipodystrophy Genetic Risk Score Characterizes Risk Independent of BMI in the Diabetes Prevention Program
- Author
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Marie-France Hivert, Ling Chen, Jose C. Florez, Shylaja Srinivasan, Maegan Harden, Edward J. Boyko, Kathleen A. Jablonski, George A. Bray, William C. Knowler, Josep M. Mercader, Edward S. Horton, Ronald N. Goldberg, Samuel Dagogo-Jack, and Steven E. Kahn
- Subjects
obesity ,medicine.medical_specialty ,Waist ,Diabetes, Pancreatic and Gastrointestinal Hormones ,Endocrinology, Diabetes and Metabolism ,030209 endocrinology & metabolism ,Context (language use) ,Type 2 diabetes ,03 medical and health sciences ,0302 clinical medicine ,Insulin resistance ,insulin resistance ,Diabetes mellitus ,Internal medicine ,medicine ,Clinical Research Articles ,030304 developmental biology ,Glycemic ,2. Zero hunger ,0303 health sciences ,business.industry ,fungi ,lifestyle intervention ,medicine.disease ,Obesity ,3. Good health ,type 2 diabetes ,Lipodystrophy ,metformin ,business - Abstract
Context There is substantial heterogeneity in insulin sensitivity, and genetics may suggest possible mechanisms by which common variants influence this trait. Objectives We aimed to evaluate an 11-variant polygenic lipodystrophy genetic risk score (GRS) for association with anthropometric, glycemic and metabolic traits in the Diabetes Prevention Program (DPP). In secondary analyses, we tested the association of the GRS with cardiovascular risk factors in the DPP. Design In 2713 DPP participants, we evaluated a validated GRS of 11 common variants associated with fasting insulin-based measures of insulin sensitivity discovered through genome-wide association studies that cluster with a metabolic profile of lipodystrophy, conferring high metabolic risk despite low body mass index (BMI). Results At baseline, a higher polygenic lipodystrophy GRS was associated with lower weight, BMI, and waist circumference measurements, but with worse insulin sensitivity index (ISI) values. Despite starting at a lower weight and BMI, a higher GRS was associated with less weight and BMI reduction at one year and less improvement in ISI after adjusting for baseline values but was not associated with diabetes incidence. A higher GRS was also associated with more atherogenic low-density lipoprotein peak-particle-density at baseline but was not associated with coronary artery calcium scores in the Diabetes Prevention Program Outcomes Study. Conclusions In the DPP, a higher polygenic lipodystrophy GRS for insulin resistance with lower BMI was associated with diminished improvement in insulin sensitivity and potential higher cardiovascular disease risk. This GRS helps characterize insulin resistance in a cohort of individuals at high risk for diabetes, independent of adiposity.
- Published
- 2019
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