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...
Autores principales: | , , , , , , , , , , , , , |
---|---|
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 |