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Genomic modules and intramodular network concordance in susceptible and resilient male mice across models of stress
The multifactorial etiology of stress-related disorders necessitates a constant interrogation of the molecular convergences in preclinical models of stress that use disparate paradigms as stressors spanning from environmental challenges to genetic predisposition to hormonal signaling. Using RNA-sequ...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8938529/ https://www.ncbi.nlm.nih.gov/pubmed/34848858 http://dx.doi.org/10.1038/s41386-021-01219-8 |
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author | Caradonna, Salvatore G. Zhang, Tie-Yuan O’Toole, Nicholas Shen, Mo-Jun Khalil, Huzefa Einhorn, Nathan R. Wen, Xianglan Parent, Carine Lee, Francis S. Akil, Huda Meaney, Michael J. McEwen, Bruce S. Marrocco, Jordan |
author_facet | Caradonna, Salvatore G. Zhang, Tie-Yuan O’Toole, Nicholas Shen, Mo-Jun Khalil, Huzefa Einhorn, Nathan R. Wen, Xianglan Parent, Carine Lee, Francis S. Akil, Huda Meaney, Michael J. McEwen, Bruce S. Marrocco, Jordan |
author_sort | Caradonna, Salvatore G. |
collection | PubMed |
description | The multifactorial etiology of stress-related disorders necessitates a constant interrogation of the molecular convergences in preclinical models of stress that use disparate paradigms as stressors spanning from environmental challenges to genetic predisposition to hormonal signaling. Using RNA-sequencing, we investigated the genomic signatures in the ventral hippocampus common to mouse models of stress. Chronic oral corticosterone (CORT) induced increased anxiety- and depression-like behavior in wild-type male mice and male mice heterozygous for the gene coding for brain-derived neurotrophic factor Val66Met, a variant associated with genetic susceptibility to stress. In a separate set of male mice, chronic social defeat stress (CSDS) led to a susceptible or a resilient population, whose proportion was dependent on housing conditions, namely standard housing or enriched environment. Rank-rank-hypergeometric overlap (RRHO), a threshold-free approach that ranks genes by their p value and effect size direction, was used to identify genes from a continuous gradient of significancy that were concordant across groups. In mice treated with CORT and in standard-housed susceptible mice, differentially expressed genes (DEGs) were concordant for gene networks involved in neurotransmission, cytoskeleton function, and vascularization. Weighted gene co-expression analysis generated 54 gene hub modules and revealed two modules in which both CORT and CSDS-induced enrichment in DEGs, whose function was concordant with the RRHO predictions, and correlated with behavioral resilience or susceptibility. These data showed transcriptional concordance across models in which the stress coping depends upon hormonal, environmental, or genetic factors revealing common genomic drivers that embody the multifaceted nature of stress-related disorders. |
format | Online Article Text |
id | pubmed-8938529 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-89385292022-04-08 Genomic modules and intramodular network concordance in susceptible and resilient male mice across models of stress Caradonna, Salvatore G. Zhang, Tie-Yuan O’Toole, Nicholas Shen, Mo-Jun Khalil, Huzefa Einhorn, Nathan R. Wen, Xianglan Parent, Carine Lee, Francis S. Akil, Huda Meaney, Michael J. McEwen, Bruce S. Marrocco, Jordan Neuropsychopharmacology Article The multifactorial etiology of stress-related disorders necessitates a constant interrogation of the molecular convergences in preclinical models of stress that use disparate paradigms as stressors spanning from environmental challenges to genetic predisposition to hormonal signaling. Using RNA-sequencing, we investigated the genomic signatures in the ventral hippocampus common to mouse models of stress. Chronic oral corticosterone (CORT) induced increased anxiety- and depression-like behavior in wild-type male mice and male mice heterozygous for the gene coding for brain-derived neurotrophic factor Val66Met, a variant associated with genetic susceptibility to stress. In a separate set of male mice, chronic social defeat stress (CSDS) led to a susceptible or a resilient population, whose proportion was dependent on housing conditions, namely standard housing or enriched environment. Rank-rank-hypergeometric overlap (RRHO), a threshold-free approach that ranks genes by their p value and effect size direction, was used to identify genes from a continuous gradient of significancy that were concordant across groups. In mice treated with CORT and in standard-housed susceptible mice, differentially expressed genes (DEGs) were concordant for gene networks involved in neurotransmission, cytoskeleton function, and vascularization. Weighted gene co-expression analysis generated 54 gene hub modules and revealed two modules in which both CORT and CSDS-induced enrichment in DEGs, whose function was concordant with the RRHO predictions, and correlated with behavioral resilience or susceptibility. These data showed transcriptional concordance across models in which the stress coping depends upon hormonal, environmental, or genetic factors revealing common genomic drivers that embody the multifaceted nature of stress-related disorders. Springer International Publishing 2021-11-30 2022-04 /pmc/articles/PMC8938529/ /pubmed/34848858 http://dx.doi.org/10.1038/s41386-021-01219-8 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Caradonna, Salvatore G. Zhang, Tie-Yuan O’Toole, Nicholas Shen, Mo-Jun Khalil, Huzefa Einhorn, Nathan R. Wen, Xianglan Parent, Carine Lee, Francis S. Akil, Huda Meaney, Michael J. McEwen, Bruce S. Marrocco, Jordan Genomic modules and intramodular network concordance in susceptible and resilient male mice across models of stress |
title | Genomic modules and intramodular network concordance in susceptible and resilient male mice across models of stress |
title_full | Genomic modules and intramodular network concordance in susceptible and resilient male mice across models of stress |
title_fullStr | Genomic modules and intramodular network concordance in susceptible and resilient male mice across models of stress |
title_full_unstemmed | Genomic modules and intramodular network concordance in susceptible and resilient male mice across models of stress |
title_short | Genomic modules and intramodular network concordance in susceptible and resilient male mice across models of stress |
title_sort | genomic modules and intramodular network concordance in susceptible and resilient male mice across models of stress |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8938529/ https://www.ncbi.nlm.nih.gov/pubmed/34848858 http://dx.doi.org/10.1038/s41386-021-01219-8 |
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