Cargando…

Cross-continental environmental and genome-wide association study on children and adolescent anxiety and depression

Anxiety and depression in children and adolescents warrant special attention as a public health issue given their devastating and long-term effects on development and mental health. Multiple factors, ranging from genetic vulnerabilities to environmental stressors, influence the risk for the disorder...

Descripción completa

Detalles Bibliográficos
Autores principales: Thapaliya, Bishal, Ray, Bhaskar, Farahdel, Britny, Suresh, Pranav, Sapkota, Ram, Holla, Bharath, Mahadevan, Jayant, Chen, Jiayu, Vaidya, Nilakshi, Perrone-Bizzozero, Nora, Benegal, Vivek, Schumann, Gunter, Calhoun, Vince D., Liu, Jingyu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9934785/
https://www.ncbi.nlm.nih.gov/pubmed/36798402
http://dx.doi.org/10.1101/2023.02.06.23285530
_version_ 1784889949047226368
author Thapaliya, Bishal
Ray, Bhaskar
Farahdel, Britny
Suresh, Pranav
Sapkota, Ram
Holla, Bharath
Mahadevan, Jayant
Chen, Jiayu
Vaidya, Nilakshi
Perrone-Bizzozero, Nora
Benegal, Vivek
Schumann, Gunter
Calhoun, Vince D.
Liu, Jingyu
author_facet Thapaliya, Bishal
Ray, Bhaskar
Farahdel, Britny
Suresh, Pranav
Sapkota, Ram
Holla, Bharath
Mahadevan, Jayant
Chen, Jiayu
Vaidya, Nilakshi
Perrone-Bizzozero, Nora
Benegal, Vivek
Schumann, Gunter
Calhoun, Vince D.
Liu, Jingyu
author_sort Thapaliya, Bishal
collection PubMed
description Anxiety and depression in children and adolescents warrant special attention as a public health issue given their devastating and long-term effects on development and mental health. Multiple factors, ranging from genetic vulnerabilities to environmental stressors, influence the risk for the disorders. This study aimed to understand how environmental factors and genomics affect children and adolescents anxiety and depression across three cohorts: Adolescent Brain and Cognitive Development Study (US, age of 9-10), Consortium on Vulnerability to Externalizing Disorders and Addictions (INDIA, age of 6-17) and IMAGEN (EUROPE, age of 14). We performed data harmonization and identified the environmental impact on anxiety/depression using a linear mixed-effect model, recursive feature elimination regression, and the LASSO regression model. Subsequently, genome-wide association analyses with consideration of significant environmental factors were performed for all three cohorts by mega-analysis and meta-analysis, followed by functional annotations. The results showed that multiple environmental factors contributed to the risk of anxiety and depression during development, where early life stress and school risk had the most significant and consistent impact across all three cohorts. Both meta and mega-analysis identified a novel SNP rs79878474 in chr11p15 to be the most promising SNP associated with anxiety and depression. Gene set analysis on the common genes mapped from top promising SNPs of both meta and mega analyses found significant enrichment in regions of chr11p15 and chr3q26, in the function of potassium channels and insulin secretion, in particular Kv3, Kir-6.2, SUR potassium channels encoded by the KCNC1, KCNJ11, and ABCCC8 genes respectively, in chr11p15. Tissue enrichment analysis showed significant enrichment in the small intestine and a trend of enrichment in the cerebellum. Our findings provide evidence of consistent environmental impact from early life stress and school risks on anxiety and depression during development and also highlight the genetic association between mutations in potassium channels along with the potential role of the cerebellum region, which are worthy of further investigation.
format Online
Article
Text
id pubmed-9934785
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Cold Spring Harbor Laboratory
record_format MEDLINE/PubMed
spelling pubmed-99347852023-02-17 Cross-continental environmental and genome-wide association study on children and adolescent anxiety and depression Thapaliya, Bishal Ray, Bhaskar Farahdel, Britny Suresh, Pranav Sapkota, Ram Holla, Bharath Mahadevan, Jayant Chen, Jiayu Vaidya, Nilakshi Perrone-Bizzozero, Nora Benegal, Vivek Schumann, Gunter Calhoun, Vince D. Liu, Jingyu medRxiv Article Anxiety and depression in children and adolescents warrant special attention as a public health issue given their devastating and long-term effects on development and mental health. Multiple factors, ranging from genetic vulnerabilities to environmental stressors, influence the risk for the disorders. This study aimed to understand how environmental factors and genomics affect children and adolescents anxiety and depression across three cohorts: Adolescent Brain and Cognitive Development Study (US, age of 9-10), Consortium on Vulnerability to Externalizing Disorders and Addictions (INDIA, age of 6-17) and IMAGEN (EUROPE, age of 14). We performed data harmonization and identified the environmental impact on anxiety/depression using a linear mixed-effect model, recursive feature elimination regression, and the LASSO regression model. Subsequently, genome-wide association analyses with consideration of significant environmental factors were performed for all three cohorts by mega-analysis and meta-analysis, followed by functional annotations. The results showed that multiple environmental factors contributed to the risk of anxiety and depression during development, where early life stress and school risk had the most significant and consistent impact across all three cohorts. Both meta and mega-analysis identified a novel SNP rs79878474 in chr11p15 to be the most promising SNP associated with anxiety and depression. Gene set analysis on the common genes mapped from top promising SNPs of both meta and mega analyses found significant enrichment in regions of chr11p15 and chr3q26, in the function of potassium channels and insulin secretion, in particular Kv3, Kir-6.2, SUR potassium channels encoded by the KCNC1, KCNJ11, and ABCCC8 genes respectively, in chr11p15. Tissue enrichment analysis showed significant enrichment in the small intestine and a trend of enrichment in the cerebellum. Our findings provide evidence of consistent environmental impact from early life stress and school risks on anxiety and depression during development and also highlight the genetic association between mutations in potassium channels along with the potential role of the cerebellum region, which are worthy of further investigation. Cold Spring Harbor Laboratory 2023-02-08 /pmc/articles/PMC9934785/ /pubmed/36798402 http://dx.doi.org/10.1101/2023.02.06.23285530 Text en https://creativecommons.org/licenses/by-nc/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License (https://creativecommons.org/licenses/by-nc/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format for noncommercial purposes only, and only so long as attribution is given to the creator.
spellingShingle Article
Thapaliya, Bishal
Ray, Bhaskar
Farahdel, Britny
Suresh, Pranav
Sapkota, Ram
Holla, Bharath
Mahadevan, Jayant
Chen, Jiayu
Vaidya, Nilakshi
Perrone-Bizzozero, Nora
Benegal, Vivek
Schumann, Gunter
Calhoun, Vince D.
Liu, Jingyu
Cross-continental environmental and genome-wide association study on children and adolescent anxiety and depression
title Cross-continental environmental and genome-wide association study on children and adolescent anxiety and depression
title_full Cross-continental environmental and genome-wide association study on children and adolescent anxiety and depression
title_fullStr Cross-continental environmental and genome-wide association study on children and adolescent anxiety and depression
title_full_unstemmed Cross-continental environmental and genome-wide association study on children and adolescent anxiety and depression
title_short Cross-continental environmental and genome-wide association study on children and adolescent anxiety and depression
title_sort cross-continental environmental and genome-wide association study on children and adolescent anxiety and depression
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9934785/
https://www.ncbi.nlm.nih.gov/pubmed/36798402
http://dx.doi.org/10.1101/2023.02.06.23285530
work_keys_str_mv AT thapaliyabishal crosscontinentalenvironmentalandgenomewideassociationstudyonchildrenandadolescentanxietyanddepression
AT raybhaskar crosscontinentalenvironmentalandgenomewideassociationstudyonchildrenandadolescentanxietyanddepression
AT farahdelbritny crosscontinentalenvironmentalandgenomewideassociationstudyonchildrenandadolescentanxietyanddepression
AT sureshpranav crosscontinentalenvironmentalandgenomewideassociationstudyonchildrenandadolescentanxietyanddepression
AT sapkotaram crosscontinentalenvironmentalandgenomewideassociationstudyonchildrenandadolescentanxietyanddepression
AT crosscontinentalenvironmentalandgenomewideassociationstudyonchildrenandadolescentanxietyanddepression
AT crosscontinentalenvironmentalandgenomewideassociationstudyonchildrenandadolescentanxietyanddepression
AT hollabharath crosscontinentalenvironmentalandgenomewideassociationstudyonchildrenandadolescentanxietyanddepression
AT mahadevanjayant crosscontinentalenvironmentalandgenomewideassociationstudyonchildrenandadolescentanxietyanddepression
AT chenjiayu crosscontinentalenvironmentalandgenomewideassociationstudyonchildrenandadolescentanxietyanddepression
AT vaidyanilakshi crosscontinentalenvironmentalandgenomewideassociationstudyonchildrenandadolescentanxietyanddepression
AT perronebizzozeronora crosscontinentalenvironmentalandgenomewideassociationstudyonchildrenandadolescentanxietyanddepression
AT benegalvivek crosscontinentalenvironmentalandgenomewideassociationstudyonchildrenandadolescentanxietyanddepression
AT schumanngunter crosscontinentalenvironmentalandgenomewideassociationstudyonchildrenandadolescentanxietyanddepression
AT calhounvinced crosscontinentalenvironmentalandgenomewideassociationstudyonchildrenandadolescentanxietyanddepression
AT liujingyu crosscontinentalenvironmentalandgenomewideassociationstudyonchildrenandadolescentanxietyanddepression