Genome-Wide Meta-analysis Identifies Genetic Variants Associated With Glycemic Response to Sulfonylureas

被引:21
|
作者
Dawed, Adem Y. [1 ]
Yee, Sook Wah [2 ]
Zhou, Kaixin [1 ]
van Leeuwen, Nienke [3 ]
Zhang, Yanfei [4 ]
Siddiqui, Moneeza K. [1 ]
Etheridge, Amy [5 ]
Innocenti, Federico [5 ]
Xu, Fei [6 ]
Li, Josephine H. [7 ,8 ,9 ,10 ]
Beulens, Joline W. [11 ]
van der Heijden, Amber A. [12 ,13 ]
Slieker, Roderick C. [3 ,12 ]
Chang, Yu-Chuan [2 ]
Mercader, Josep M. [7 ,8 ,9 ,10 ]
Kaur, Varinderpal [7 ,8 ,9 ,10 ]
Witte, John S. [14 ]
Lee, Ming Ta Michael [4 ]
Kamatani, Yoichiro [15 ]
Momozawa, Yukihide [15 ]
Kubo, Michiaki [15 ]
Palmer, Colin N. A. [1 ]
Florez, Jose C. [7 ,8 ,9 ,10 ,16 ]
Hedderson, Monique M. [14 ]
't Hart, Leen M. [3 ,17 ,18 ]
Giacomini, Kathleen M. [2 ,19 ]
Pearson, Ewan R. [1 ]
机构
[1] Univ Dundee, Sch Med, Populat Hlth & Genom, Dundee, Scotland
[2] Univ Calif San Francisco, Dept Bioengn & Therapeut Sci, San Francisco, CA 94143 USA
[3] Leiden Univ Med Ctr, Dept Cell & Chem Biol, Leiden, Netherlands
[4] Geisinger, Genom Med Inst, Danville, PA USA
[5] Univ North Carolina Chapel Hill, Eshelman Sch Pharm, Div Pharmacotherapy & Expt Therapeut, Chapel Hill, NC USA
[6] Kaiser Permanente Northern Calif, Div Res, Oakland, CA USA
[7] Massachusetts Gen Hosp, Diabet Unit, Boston, MA 02114 USA
[8] Massachusetts Gen Hosp, Ctr Genom Med, Boston, MA 02114 USA
[9] Broad Inst Harvard & MIT, Program Metab, Cambridge, MA USA
[10] Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
[11] Amsterdam Publ Hlth Res Inst, Amsterdam UMC, Locat VUmc, Dept Gen Practice, Amsterdam, Netherlands
[12] Amsterdam Publ Hlth Res Inst, Amsterdam UMC, Locat VUmc, Dept Epidemiol & Data Sci, Amsterdam, Netherlands
[13] Univ Med Ctr Utrecht, Julius Ctr Hlth Sci & Primary Care, Utrecht, Netherlands
[14] Univ Calif San Francisco, Dept Epidemiol & Biostat, San Francisco, CA USA
[15] RIKEN Ctr Integrat Med Sci, Yokohama, Kanagawa, Japan
[16] Harvard Med Sch, Dept Med, Boston, MA 02115 USA
[17] Leiden Univ Med Ctr, Dept Biomed Data Sci, Sect Mol Epidemiol, Leiden, Netherlands
[18] Vrije Univ Amsterdam, Dept Gen Practice Med, Amsterdam Publ Hlth Res Inst, Amsterdam Univ Med Ctr, Amsterdam, Netherlands
[19] Univ Calif San Francisco, Inst Human Genet, San Francisco, CA 94143 USA
基金
欧盟地平线“2020”; 美国国家卫生研究院; 英国惠康基金;
关键词
METFORMIN; PHARMACOKINETICS; POLYMORPHISMS; DRUG; GLIMEPIRIDE; PREDICTORS; EFFICACY; GLUCOSE; USERS;
D O I
10.2337/dc21-1152
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
OBJECTIVE Sulfonylureas, the first available drugs for the management of type 2 diabetes, remain widely prescribed today. However, there exists significant variability in glycemic response to treatment. We aimed to establish heritability of sulfonylurea response and identify genetic variants and interacting treatments associated with HbA(1c) reduction. RESEARCH DESIGN AND METHODS As an initiative of the Metformin Genetics Plus Consortium (MetGen Plus) and the DIabetes REsearCh on patient straTification (DIRECT) consortium, 5,485 White Europeans with type 2 diabetes treated with sulfonylureas were recruited from six referral centers in Europe and North America. We first estimated heritability using the generalized restricted maximum likelihood approach and then undertook genome-wide association studies of glycemic response to sulfonylureas measured as HbA(1c) reduction after 12 months of therapy followed by meta-analysis. These results were supported by acute glipizide challenge in humans who were naive to type 2 diabetes medications, cis expression quantitative trait loci (eQTL), and functional validation in cellular models. Finally, we examined for possible drug-drug-gene interactions. RESULTS After establishing that sulfonylurea response is heritable (mean +/- SEM 37 +/- 11%), we identified two independent loci near the GXYLT1 and SLCO1B1 genes associated with HbA(1c) reduction at a genome-wide scale (P < 5 x 10(-8)). The C allele at rs1234032, near GXYLT1, was associated with 0.14% (1.5 mmol/mol), P = 2.39 x 10(-8)), lower reduction in HbA(1c). Similarly, the C allele was associated with higher glucose trough levels (beta = 1.61, P = 0.005) in healthy volunteers in the SUGAR-MGH given glipizide (N = 857). In 3,029 human whole blood samples, the C allele is a cis eQTL for increased expression of GXYLT1 (beta = 0.21, P = 2.04 x 10(-58)). The C allele of rs10770791, in an intronic region of SLCO1B1, was associated with 0.11% (1.2 mmol/mol) greater reduction in HbA(1c) (P = 4.80 x 10(-8)). In 1,183 human liver samples, the C allele at rs10770791 is a cis eQTL for reduced SLCO1B1 expression (P = 1.61 x 10(-7)), which, together with functional studies in cells expressing SLCO1B1, supports a key role for hepatic SLCO1B1 (encoding OATP1B1) in regulation of sulfonylurea transport. Further, a significant interaction between statin use and SLCO1B1 genotype was observed (P = 0.001). In statin nonusers, C allele homozygotes at rs10770791 had a large absolute reduction in HbA(1c) (0.48 +/- 0.12% [5.2 +/- 1.26 mmol/mol]), equivalent to that associated with initiation of a dipeptidyl peptidase 4 inhibitor. CONCLUSIONS We have identified clinically important genetic effects at genome-wide levels of significance, and important drug-drug-gene interactions, which include commonly prescribed statins. With increasing availability of genetic data embedded in clinical records these findings will be important in prescribing glucose-lowering drugs.
引用
收藏
页码:2673 / 2682
页数:10
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