Neurogenetic and multi-omic sources of overlap among sensation seeking, alcohol consumption, and alcohol use disorder

被引:0
|
作者
Miller, Alex P. [1 ]
Gizer, Ian R. [2 ]
机构
[1] Washington Univ, Dept Psychiat, Sch Med, 660 S Euclid,CB 8134, St Louis, MO 63110 USA
[2] Univ Missouri, Dept Psychol Sci, Columbia, MO USA
基金
美国国家科学基金会; 美国国家卫生研究院;
关键词
alcohol consumption; alcohol use disorder; genetics; genomic structural equation modelling; multi-omics; neuroimaging; sensation seeking; IMPULSIVITY; METAANALYSIS; ASSOCIATION; ADDICTION; DISCOVERY; FRAMEWORK; DRINKING; INSIGHTS; TRAITS;
D O I
10.1111/adb.13365
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Sensation seeking is bidirectionally associated with levels of alcohol consumption in both adult and adolescent samples, and shared neurobiological and genetic influences may in part explain these associations. Links between sensation seeking and alcohol use disorder (AUD) may primarily manifest via increased alcohol consumption rather than through direct effects on increasing problems and consequences. Here the overlap among sensation seeking, alcohol consumption, and AUD was examined using multivariate modelling approaches for genome-wide association study (GWAS) summary statistics in conjunction with neurobiologically informed analyses at multiple levels of investigation. Meta-analytic and genomic structural equation modelling (GenomicSEM) approaches were used to conduct GWAS of sensation seeking, alcohol consumption, and AUD. Resulting summary statistics were used in downstream analyses to examine shared brain tissue enrichment of heritability and genome-wide evidence of overlap (e.g., stratified GenomicSEM, RRHO, genetic correlations with neuroimaging phenotypes), and to identify genomic regions likely contributing to observed genetic overlap across traits (e.g., H-MAGMA and LAVA). Across approaches, results supported shared neurogenetic architecture between sensation seeking and alcohol consumption characterised by overlapping enrichment of genes expressed in midbrain and striatal tissues and variants associated with increased cortical surface area. Alcohol consumption and AUD evidenced overlap in relation to variants associated with decreased frontocortical thickness. Finally, genetic mediation models provided evidence of alcohol consumption mediating associations between sensation seeking and AUD. This study extends previous research by examining critical sources of neurogenetic and multi-omic overlap among sensation seeking, alcohol consumption, and AUD which may underlie observed phenotypic associations. Sensation seeking is associated with greater alcohol consumption which, in turn, can increase risk for alcohol use disorder. We found substantial overlap of neurogenetic and multi-omic influences underlying sensation seeking and alcohol consumption and evidence that alcohol consumption mediates genetic links between sensation seeking and alcohol use disorder.
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页数:16
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