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GWAS Study

Genome-wide association study of traumatic brain injury in U.S. military veterans enrolled in the VA million veteran program.

Merritt VC, Maihofer AX, Gasperi M et al.

37875548 PubMed ID
GWAS Study Type
304485 Participants
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Chapter I

Publication Details

Comprehensive information about this research publication

Authors

MV
Merritt VC
MA
Maihofer AX
GM
Gasperi M
CC
Chanfreau-Coffinier C
SM
Stein MB
PM
Panizzon MS
HR
Hauger RL
LM
Logue MW
DL
Delano-Wood L
NC
Nievergelt CM
Chapter II

Abstract

Summary of the research findings

Large-scale genetic studies of traumatic brain injury (TBI) are lacking; thus, our understanding of the influence of genetic factors on TBI risk and recovery is incomplete. This study aimed to conduct a genome-wide association study (GWAS) of TBI in VA Million Veteran Program (MVP) enrollees. Participants included a multi-ancestry cohort (European, African, and Hispanic ancestries; N = 304,485; 111,494 TBI cases, 192,991 controls). TBI was assessed using MVP survey data and International Classification of Diseases (ICD) codes from the Veterans Health Administration's electronic health record. GWAS was performed using logistic regression in PLINK, and meta-analyzed in METAL. FUMA was used for post-GWAS analysis. Genomic structural equation modeling (gSEM) was conducted to investigate underlying genetic associations with TBI, and bivariate MiXeR was used to estimate phenotype specific and shared polygenicity. SNP-based heritability was 0.060 (SE = 0.004, p = 7.83×10-66). GWAS analysis identified 15 genome-wide significant (GWS) loci at p < 5×10-8. Gene-based analyses revealed 14 gene-wide significant genes; top genes included NCAM1, APOE, FTO, and FOXP2. Gene tissue expression analysis identified the brain as significantly enriched, particularly in the frontal cortex, anterior cingulate cortex, and nucleus accumbens. Genetic correlations with TBI were significant for risk-taking behaviors and psychiatric disorders, but generally not significant for the neurocognitive variables investigated. gSEM analysis revealed stronger associations with risk-taking traits than with psychiatric traits. Finally, the genetic architecture of TBI was similar to polygenic psychiatric disorders. Neurodegenerative disorders including Alzheimer's and Parkinson's disease showed much less polygenicity, however, the proportion of shared variance with TBI was high. This first well-powered GWAS of TBI identified 15 loci including genes relevant to TBI biology, and showed that TBI is a heritable trait with comparable genetic architecture and high genetic correlation with psychiatric traits. Our findings set the stage for future TBI GWASs that focus on injury severity and diversity and chronicity of symptom sequelae.

85,613 European ancestry cases, 164,172 European ancestry controls, 15,714 African American or Afro-Caribbean cases, 19,756 African American or Afro-Caribbean controls, 10,167 Hispanic or Latin American cases, 9,063 Hispanic or Latin American controls

Chapter III

Study Statistics

Key metrics and study information

304485
Total Participants
GWAS
Study Type
No
Replicated
European, African American or Afro-Caribbean, Hispanic or Latin American
Ancestry
U.S.
Recruitment Country
Chapter IV

AI-Generated Summary

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