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多民族全基因组关联研究和血糖特征精细定位在 PAGE 研究中确定了新的位点。

Multi-ethnic GWAS and fine-mapping of glycaemic traits identify novel loci in the PAGE Study.

机构信息

Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.

Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.

出版信息

Diabetologia. 2022 Mar;65(3):477-489. doi: 10.1007/s00125-021-05635-9. Epub 2021 Dec 24.

Abstract

AIMS/HYPOTHESIS: Type 2 diabetes is a growing global public health challenge. Investigating quantitative traits, including fasting glucose, fasting insulin and HbA, that serve as early markers of type 2 diabetes progression may lead to a deeper understanding of the genetic aetiology of type 2 diabetes development. Previous genome-wide association studies (GWAS) have identified over 500 loci associated with type 2 diabetes, glycaemic traits and insulin-related traits. However, most of these findings were based only on populations of European ancestry. To address this research gap, we examined the genetic basis of fasting glucose, fasting insulin and HbA in participants of the diverse Population Architecture using Genomics and Epidemiology (PAGE) Study.

METHODS

We conducted a GWAS of fasting glucose (n = 52,267), fasting insulin (n = 48,395) and HbA (n = 23,357) in participants without diabetes from the diverse PAGE Study (23% self-reported African American, 46% Hispanic/Latino, 40% European, 4% Asian, 3% Native Hawaiian, 0.8% Native American), performing transethnic and population-specific GWAS meta-analyses, followed by fine-mapping to identify and characterise novel loci and independent secondary signals in known loci.

RESULTS

Four novel associations were identified (p < 5 × 10), including three loci associated with fasting insulin, and a novel, low-frequency African American-specific locus associated with fasting glucose. Additionally, seven secondary signals were identified, including novel independent secondary signals for fasting glucose at the known GCK locus and for fasting insulin at the known PPP1R3B locus in transethnic meta-analysis.

CONCLUSIONS/INTERPRETATION: Our findings provide new insights into the genetic architecture of glycaemic traits and highlight the continued importance of conducting genetic studies in diverse populations.

DATA AVAILABILITY

Full summary statistics from each of the population-specific and transethnic results are available at NHGRI-EBI GWAS catalog ( https://www.ebi.ac.uk/gwas/downloads/summary-statistics ).

摘要

目的/假设:2 型糖尿病是一个日益严重的全球公共卫生挑战。研究作为 2 型糖尿病进展早期标志物的空腹血糖、空腹胰岛素和糖化血红蛋白等定量特征,可能有助于深入了解 2 型糖尿病发展的遗传病因。先前的全基因组关联研究(GWAS)已经确定了 500 多个与 2 型糖尿病、血糖特征和胰岛素相关特征相关的位点。然而,这些发现大多仅基于欧洲血统的人群。为了解决这一研究差距,我们研究了不同人群使用基因组和流行病学(PAGE)研究中的参与者的空腹血糖、空腹胰岛素和糖化血红蛋白的遗传基础。

方法

我们对来自多样化 PAGE 研究(23%自我报告为非裔美国人,46%为西班牙裔/拉丁裔,40%为欧洲人,4%为亚洲人,3%为夏威夷原住民,0.8%为美洲原住民)中无糖尿病的参与者进行了空腹血糖(n=52267)、空腹胰岛素(n=48395)和糖化血红蛋白(n=23357)的 GWAS,进行跨种族和人群特异性 GWAS 荟萃分析,然后进行精细映射以识别和表征新的位点和已知位点中的独立次要信号。

结果

鉴定出四个新的关联(p < 5×10),包括与空腹胰岛素相关的三个位点,以及一个新的、低频率的非洲裔美国人特异性与空腹葡萄糖相关的位点。此外,还鉴定出七个次要信号,包括在跨种族荟萃分析中,已知 GCK 基因座与空腹葡萄糖相关和已知 PPP1R3B 基因座与空腹胰岛素相关的新的独立次要信号。

结论/解释:我们的研究结果提供了关于血糖特征遗传结构的新见解,并强调了在不同人群中进行遗传研究的重要性。

数据可用性

每个人群特异性和跨种族结果的完整汇总统计数据均可在 NHGRI-EBI GWAS 目录(https://www.ebi.ac.uk/gwas/downloads/summary-statistics)中获得。

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