학술논문
Multi-ethnic GWAS and fine-mapping of glycaemic traits identify novel loci in the PAGE Study
Document Type
article
Author
Downie, Carolina G; Dimos, Sofia F; Bien, Stephanie A; Hu, Yao; Darst, Burcu F; Polfus, Linda M; Wang, Yujie; Wojcik, Genevieve L; Tao, Ran; Raffield, Laura M; Armstrong, Nicole D; Polikowsky, Hannah G; Below, Jennifer E; Correa, Adolfo; Irvin, Marguerite R; Rasmussen-Torvik, Laura JF; Carlson, Christopher S; Phillips, Lawrence S; Liu, Simin; Pankow, James S; Rich, Stephen S; Rotter, Jerome I; Buyske, Steven; Matise, Tara C; North, Kari E; Avery, Christy L; Haiman, Christopher A; Loos, Ruth JF; Kooperberg, Charles; Graff, Mariaelisa; Highland, Heather M
Source
Diabetologia. 65(3)
Subject
Language
Abstract
Aims/hypothesisType 2 diabetes is a growing global public health challenge. Investigating quantitative traits, including fasting glucose, fasting insulin and HbA1c, 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 HbA1c in participants of the diverse Population Architecture using Genomics and Epidemiology (PAGE) Study.MethodsWe conducted a GWAS of fasting glucose (n = 52,267), fasting insulin (n = 48,395) and HbA1c (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.ResultsFour novel associations were identified (p < 5 × 10-9), 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/interpretationOur findings provide new insights into the genetic architecture of glycaemic traits and highlight the continued importance of conducting genetic studies in diverse populations.Data availabilityFull 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 ).