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

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 this association. Links between sensation seeking and alcohol use disorder (AUD) may primarily manifest via in...

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Autores principales: Miller, Alex P., Gizer, Ian R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10274973/
https://www.ncbi.nlm.nih.gov/pubmed/37333128
http://dx.doi.org/10.1101/2023.05.30.23290733
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author Miller, Alex P.
Gizer, Ian R.
author_facet Miller, Alex P.
Gizer, Ian R.
author_sort Miller, Alex P.
collection PubMed
description 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 this association. 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 between sensation seeking, alcohol consumption, and AUD was examined using multivariate modeling 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 modeling (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., HMAGMA, LAVA). Across approaches, results supported shared neurogenetic architecture between sensation seeking and alcohol consumption characterized 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.
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spelling pubmed-102749732023-06-17 Neurogenetic and multi-omic sources of overlap among sensation seeking, alcohol consumption, and alcohol use disorder Miller, Alex P. Gizer, Ian R. medRxiv Article 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 this association. 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 between sensation seeking, alcohol consumption, and AUD was examined using multivariate modeling 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 modeling (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., HMAGMA, LAVA). Across approaches, results supported shared neurogenetic architecture between sensation seeking and alcohol consumption characterized 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. Cold Spring Harbor Laboratory 2023-06-05 /pmc/articles/PMC10274973/ /pubmed/37333128 http://dx.doi.org/10.1101/2023.05.30.23290733 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator.
spellingShingle Article
Miller, Alex P.
Gizer, Ian R.
Neurogenetic and multi-omic sources of overlap among sensation seeking, alcohol consumption, and alcohol use disorder
title Neurogenetic and multi-omic sources of overlap among sensation seeking, alcohol consumption, and alcohol use disorder
title_full Neurogenetic and multi-omic sources of overlap among sensation seeking, alcohol consumption, and alcohol use disorder
title_fullStr Neurogenetic and multi-omic sources of overlap among sensation seeking, alcohol consumption, and alcohol use disorder
title_full_unstemmed Neurogenetic and multi-omic sources of overlap among sensation seeking, alcohol consumption, and alcohol use disorder
title_short Neurogenetic and multi-omic sources of overlap among sensation seeking, alcohol consumption, and alcohol use disorder
title_sort neurogenetic and multi-omic sources of overlap among sensation seeking, alcohol consumption, and alcohol use disorder
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10274973/
https://www.ncbi.nlm.nih.gov/pubmed/37333128
http://dx.doi.org/10.1101/2023.05.30.23290733
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