Updated Genetic Score Based on 34 Confirmed Type 2 Diabetes Loci Is Associated With Diabetes Incidence and Regression to Normoglycemia in the Diabetes Prevention Program

被引:138
作者
Hivert, Marie-France [2 ]
Jablonski, Kathleen A. [3 ]
Perreault, Leigh [4 ]
Saxena, Richa [1 ,5 ]
McAteer, Jarred B. [1 ,5 ]
Franks, Paul W. [6 ,7 ]
Hamman, Richard F. [8 ]
Kahn, Steven E. [9 ,10 ]
Haffner, Steven [11 ]
Meigs, James B. [12 ,13 ]
Altshuler, David [13 ,14 ,15 ]
Knowler, William C. [16 ]
Florez, Jose C. [1 ,5 ,13 ,15 ]
机构
[1] Massachusetts Gen Hosp, Ctr Human Genet Res, Boston, MA 02114 USA
[2] Univ Sherbrooke, Dept Med, Div Endocrinol, Sherbrooke, PQ J1K 2R1, Canada
[3] George Washington Univ, Ctr Biostat, Rockville, MD USA
[4] Univ Colorado Denver Sch Med, Dept Med, Div Endocrinol Diabet & Metab, Aurora, CO USA
[5] Broad Inst, Program Med & Populat Genet, Cambridge, MA USA
[6] Umea Univ Hosp, Dept Publ Hlth & Clin Med, Div Med, Genet Epidemiol & Clin Res Grp, S-90185 Umea, Sweden
[7] Lund Univ, Ctr Diabet, Dept Clin Sci, Malmo, Sweden
[8] Univ Colorado Denver, Colorado Sch Publ Hlth, Dept Epidemiol, Aurora, CO USA
[9] Vet Affairs Puget Sound Hlth Care Syst, Div Metab Endocrinol & Nutr, Seattle, WA USA
[10] Univ Washington, Seattle, WA 98195 USA
[11] Baylor Coll Med, Houston, TX 77030 USA
[12] Massachusetts Gen Hosp, Gen Med Unit, Boston, MA 02114 USA
[13] Harvard Univ, Sch Med, Dept Med, Boston, MA USA
[14] Harvard Univ, Sch Med, Dept Genet, Boston, MA USA
[15] Massachusetts Gen Hosp, Dept Med, Diabet Res Ctr, Diabet Unit, Boston, MA 02114 USA
[16] NIDDKD, Diabet Epidemiol & Clin Res Sect, Phoenix, AZ USA
基金
美国国家卫生研究院; 瑞典研究理事会;
关键词
GENOME-WIDE ASSOCIATION; LIFE-STYLE INTERVENTION; INSULIN-RESISTANCE; COMMON VARIANTS; SUSCEPTIBILITY LOCI; RISK-FACTORS; GLUCOSE; RECLASSIFICATION; DISCRIMINATION; POLYMORPHISMS;
D O I
10.2337/db10-1119
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
OBJECTIVE Over 30 loci have been associated with risk of type 2 diabetes at genome-wide statistical significance. Genetic risk scores (GRSs) developed from these loci predict diabetes in the general population. We tested if a GRS based on an updated list of 34 type 2 diabetes-associated loci predicted progression to diabetes or regression toward normal glucose regulation (NGR) in the Diabetes Prevention Program (DPP). RESEARCH DESIGN AND METHODS We genotyped 34 type 2 diabetes-associated variants in 2,843 DPP participants at high risk of type 2 diabetes from five ethnic groups representative of the U.S. population, who had been randomized to placebo, metformin, or lifestyle intervention. We built a GRS by weighting each risk allele by its reported effect size on type 2 diabetes risk and summing these values. We tested its ability to predict diabetes incidence or regression to NGR in models adjusted for age, sex, ethnicity, waist circumference, and treatment assignment. RESULTS lit multivariate-adjusted models, the GRS was significantly associated with increased risk of progression to diabetes (hazard ratio [HR] = 1.02 per risk allele [95% CI 1.00-1.05]; P = 0.03) and a lower probability of regression to NGR (HR = 0.95 per risk allele [95% CI 0.93-0.981; P < 0.0001). At baseline, a higher GRS was associated with a lower insulinogenic index (P < 0.001), confirming an impairment in beta-cell function. We detected no significant interaction between GRS and treatment, but the lifestyle intervention was effective in the highest quartile of ORS (P < 0.0001). CONCLUSIONS A high GRS is associated with increased risk of developing diabetes and lower probability of returning to NGR in high-risk individuals, but a lifestyle intervention attenuates this risk. Diabetes 60:1340-1348, 2011
引用
收藏
页码:1340 / 1348
页数:9
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