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

Authors :
Carolina G. Downie
Sofia F. Dimos
Stephanie A. Bien
Yao Hu
Burcu F. Darst
Linda M. Polfus
Yujie Wang
Genevieve L. Wojcik
Ran Tao
Laura M. Raffield
Nicole D. Armstrong
Hannah G. Polikowsky
Jennifer E. Below
Adolfo Correa
Marguerite R. Irvin
Laura J. F. Rasmussen-Torvik
Christopher S. Carlson
Lawrence S. Phillips
Simin Liu
James S. Pankow
Stephen S. Rich
Jerome I. Rotter
Steven Buyske
Tara C. Matise
Kari E. North
Christy L. Avery
Christopher A. Haiman
Ruth J. F. Loos
Charles Kooperberg
Mariaelisa Graff
Heather M. Highland
Source :
Diabetologia, Diabetologia, vol 65, iss 3
Publication Year :
2021
Publisher :
Springer Science and Business Media LLC, 2021.

Abstract

Aims/hypothesis: Type 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. Methods: We 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. Results: Four 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/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).

Details

ISSN :
14320428 and 0012186X
Volume :
65
Database :
OpenAIRE
Journal :
Diabetologia
Accession number :
edsair.doi.dedup.....977da8db3b5353d2f35e67ae6a5f67f9
Full Text :
https://doi.org/10.1007/s00125-021-05635-9