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GWAS Study

A multi-ancestry genome-wide association study in type 1 diabetes.

Michalek DA, Tern C, Zhou W et al.

38453145 PubMed ID
GWAS Study Type
308 Participants
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Chapter I

Publication Details

Comprehensive information about this research publication

Authors

MD
Michalek DA
TC
Tern C
ZW
Zhou W
RC
Robertson CC
FE
Farber E
CP
Campolieto P
CW
Chen WM
OS
Onengut-Gumuscu S
RS
Rich SS
Chapter II

Abstract

Summary of the research findings

Type 1 diabetes (T1D) is an autoimmune disease caused by destruction of the pancreatic β-cells. Genome-wide association (GWAS) and fine mapping studies have been conducted mainly in European ancestry (EUR) populations. We performed a multi-ancestry GWAS to identify SNPs and HLA alleles associated with T1D risk and age at onset. EUR families (N = 3223), and unrelated individuals of African (AFR, N = 891) and admixed (Hispanic/Latino) ancestry (AMR, N = 308) were genotyped using the Illumina HumanCoreExome BeadArray, with imputation to the TOPMed reference panel. The Multi-Ethnic HLA reference panel was utilized to impute HLA alleles and amino acid residues. Logistic mixed models (T1D risk) and frailty models (age at onset) were used for analysis. In GWAS meta-analysis, seven loci were associated with T1D risk at genome-wide significance: PTPN22, HLA-DQA1, IL2RA, RNLS, INS, IKZF4-RPS26-ERBB3, and SH2B3, with four associated with T1D age at onset (PTPN22, HLA-DQB1, INS, and ERBB3). AFR and AMR meta-analysis revealed NRP1 as associated with T1D risk and age at onset, although NRP1 variants were not associated in EUR ancestry. In contrast, the PTPN22 variant was significantly associated with risk only in EUR ancestry. HLA alleles and haplotypes most significantly associated with T1D risk in AFR and AMR ancestry differed from that seen in EUR ancestry; in addition, the HLA-DRB1*08:02-DQA1*04:01-DQB1*04:02 haplotype was 'protective' in AMR while HLA-DRB1*08:01-DQA1*04:01-DQB1*04:02 haplotype was 'risk' in EUR ancestry, differing only at HLA-DRB1*08. These results suggest that much larger sample sizes in non-EUR populations are required to capture novel loci associated with T1D risk.

153 Hispanic or Latin American cases, 155 Hispanic or Latin American controls

Chapter III

Study Statistics

Key metrics and study information

308
Total Participants
GWAS
Study Type
No
Replicated
Hispanic or Latin American, European, African American or Afro-Caribbean
Ancestry
U.S.
Recruitment Country
Chapter IV

AI-Generated Summary

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