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全基因组关联研究鉴定出与 2 型糖尿病非裔美国患者二甲双胍血糖反应相关的药物基因组学变异。

Genome-Wide Association Study Identifies Pharmacogenomic Variants Associated With Metformin Glycemic Response in African American Patients With Type 2 Diabetes.

机构信息

Center for Individualized and Genomic Medicine Research (CIGMA), Department of Internal Medicine, Henry Ford Health System, Detroit, MI.

Department of Bioengineering and Therapeutic Sciences and Institute for Human Genetics, School of Pharmacy, University of California San Francisco, San Francisco, CA.

出版信息

Diabetes Care. 2024 Feb 1;47(2):208-215. doi: 10.2337/dc22-2494.

DOI:10.2337/dc22-2494
PMID:37639712
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10834390/
Abstract

OBJECTIVE

Metformin is the most common treatment for type 2 diabetes (T2D). However, there have been no pharmacogenomic studies for T2D in which a population of color was used in the discovery analysis. This study sought to identify genomic variants associated with metformin response in African American patients with diabetes.

RESEARCH DESIGN AND METHODS

Patients in the discovery set were adult, African American participants from the Diabetes Multi-omic Investigation of Drug Response (DIAMOND), a cohort study of patients with T2D from a health system serving southeast Michigan. DIAMOND participants had genome-wide genotype data and longitudinal electronic records of laboratory results and medication fills. The genome-wide discovery analysis identified polymorphisms correlated to changes in glycated hemoglobin (HbA1c) levels among individuals on metformin monotherapy. Lead associations were assessed for replication in an independent cohort of African American participants from Kaiser Permanente Northern California (KPNC) and in European American participants from DIAMOND.

RESULTS

The discovery set consisted of 447 African American participants, whereas the replication sets included 353 African American KPNC participants and 466 European American DIAMOND participants. The primary analysis identified a variant, rs143276236, in the gene ARFGEF3, which met the threshold for genome-wide significance, replicated in KPNC African Americans, and was still significant in the meta-analysis (P = 1.17 × 10-9). None of the significant discovery variants replicated in European Americans DIAMOND participants.

CONCLUSIONS

We identified a novel and biologically plausible genetic variant associated with a change in HbA1c levels among African American patients on metformin monotherapy. These results highlight the importance of diversity in pharmacogenomic studies.

摘要

目的

二甲双胍是治疗 2 型糖尿病(T2D)最常用的药物。然而,目前还没有针对有色人种的 T2D 进行的药物基因组学研究,这些研究在发现分析中使用了有色人种群体。本研究旨在确定与服用二甲双胍的非洲裔美国糖尿病患者的药物反应相关的基因组变异。

研究设计和方法

发现组的患者为来自密歇根东南部医疗系统的糖尿病多组学药物反应研究(DIAMOND)的成年、非裔美国参与者。DIAMOND 参与者具有全基因组基因型数据以及实验室结果和药物使用记录的纵向电子记录。全基因组发现分析确定了与服用二甲双胍单药治疗的个体糖化血红蛋白(HbA1c)水平变化相关的多态性。在 Kaiser Permanente Northern California(KPNC)的另一个非裔美国参与者独立队列和 DIAMOND 的欧洲裔美国参与者队列中,对主要关联进行了复制评估。

结果

发现组包括 447 名非裔美国参与者,而复制组包括 353 名非裔美国 KPNC 参与者和 466 名欧洲裔美国 DIAMOND 参与者。主要分析确定了一个位于 ARFGEF3 基因中的变体 rs143276236,该变体达到了全基因组显著水平,在 KPNC 的非裔美国人群中得到了复制,并且在荟萃分析中仍然具有统计学意义(P=1.17×10-9)。在 DIAMOND 的欧洲裔美国参与者中,没有一个显著发现的变体得到复制。

结论

我们鉴定出了一个与服用二甲双胍的非裔美国患者的 HbA1c 水平变化相关的新型且具有生物学意义的遗传变异。这些结果强调了在药物基因组学研究中多样性的重要性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5aac/10834390/687b8166f45c/dc222494F0GA.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5aac/10834390/687b8166f45c/dc222494F0GA.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5aac/10834390/687b8166f45c/dc222494F0GA.jpg

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2
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Nat Genet. 2022 May;54(5):560-572. doi: 10.1038/s41588-022-01058-3. Epub 2022 May 12.
3
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Am J Kidney Dis. 2022 Feb;79(2):268-288.e1. doi: 10.1053/j.ajkd.2021.08.003. Epub 2021 Sep 23.
4
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