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Stress genomics revisited: gene co-expression analysis identifies molecular signatures associated with childhood adversity

Childhood adversity is related to an increased risk for psychopathology in adulthood. Altered regulation of stress response systems, as well as the changes in stress-immune interplay have been suggested as potential mechanisms underlying these long-term effects. We have previously shown altered tran...

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Autores principales: Dieckmann, Linda, Cole, Steve, Kumsta, Robert
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7026041/
https://www.ncbi.nlm.nih.gov/pubmed/32066736
http://dx.doi.org/10.1038/s41398-020-0730-0
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author Dieckmann, Linda
Cole, Steve
Kumsta, Robert
author_facet Dieckmann, Linda
Cole, Steve
Kumsta, Robert
author_sort Dieckmann, Linda
collection PubMed
description Childhood adversity is related to an increased risk for psychopathology in adulthood. Altered regulation of stress response systems, as well as the changes in stress-immune interplay have been suggested as potential mechanisms underlying these long-term effects. We have previously shown altered transcriptional responses to acute psychosocial stress in adults reporting the experience of childhood adversity. Here, we extend these analyses using a network approach. We performed a co-expression network analysis of genome-wide mRNA data derived from isolated monocytes, sampled 3 h after stress exposure from healthy adults, who experienced childhood adversity and a matched control group without adverse childhood experiences. Thirteen co-expression modules were identified, of which four modules were enriched for genes related to immune system function. Gene set enrichment analysis showed differential module activity between the early adversity and control group. In line with previous findings reporting a pro-inflammatory bias following childhood adversity, one module included genes associated with pro-inflammatory function (hub genes: IL6, TM4SF1, ADAMTS4, CYR61, CCDC3), more strongly expressed in the early adversity group. Another module downregulated in the early adversity group was related to platelet activation and wound healing (hub genes: GP9, CMTM5, TUBB1, GNG11, PF4), and resembled a co-expression module previously found over-expressed in post-traumatic stress disorder resilient soldiers. These discovery analysis results provide a system wide and more holistic understanding of gene expression programs associated with childhood adversity. Furthermore, identified hub genes can be used in directed hypothesis testing in future studies.
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spelling pubmed-70260412020-03-03 Stress genomics revisited: gene co-expression analysis identifies molecular signatures associated with childhood adversity Dieckmann, Linda Cole, Steve Kumsta, Robert Transl Psychiatry Article Childhood adversity is related to an increased risk for psychopathology in adulthood. Altered regulation of stress response systems, as well as the changes in stress-immune interplay have been suggested as potential mechanisms underlying these long-term effects. We have previously shown altered transcriptional responses to acute psychosocial stress in adults reporting the experience of childhood adversity. Here, we extend these analyses using a network approach. We performed a co-expression network analysis of genome-wide mRNA data derived from isolated monocytes, sampled 3 h after stress exposure from healthy adults, who experienced childhood adversity and a matched control group without adverse childhood experiences. Thirteen co-expression modules were identified, of which four modules were enriched for genes related to immune system function. Gene set enrichment analysis showed differential module activity between the early adversity and control group. In line with previous findings reporting a pro-inflammatory bias following childhood adversity, one module included genes associated with pro-inflammatory function (hub genes: IL6, TM4SF1, ADAMTS4, CYR61, CCDC3), more strongly expressed in the early adversity group. Another module downregulated in the early adversity group was related to platelet activation and wound healing (hub genes: GP9, CMTM5, TUBB1, GNG11, PF4), and resembled a co-expression module previously found over-expressed in post-traumatic stress disorder resilient soldiers. These discovery analysis results provide a system wide and more holistic understanding of gene expression programs associated with childhood adversity. Furthermore, identified hub genes can be used in directed hypothesis testing in future studies. Nature Publishing Group UK 2020-01-27 /pmc/articles/PMC7026041/ /pubmed/32066736 http://dx.doi.org/10.1038/s41398-020-0730-0 Text en © The Author(s) 2020 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/.
spellingShingle Article
Dieckmann, Linda
Cole, Steve
Kumsta, Robert
Stress genomics revisited: gene co-expression analysis identifies molecular signatures associated with childhood adversity
title Stress genomics revisited: gene co-expression analysis identifies molecular signatures associated with childhood adversity
title_full Stress genomics revisited: gene co-expression analysis identifies molecular signatures associated with childhood adversity
title_fullStr Stress genomics revisited: gene co-expression analysis identifies molecular signatures associated with childhood adversity
title_full_unstemmed Stress genomics revisited: gene co-expression analysis identifies molecular signatures associated with childhood adversity
title_short Stress genomics revisited: gene co-expression analysis identifies molecular signatures associated with childhood adversity
title_sort stress genomics revisited: gene co-expression analysis identifies molecular signatures associated with childhood adversity
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7026041/
https://www.ncbi.nlm.nih.gov/pubmed/32066736
http://dx.doi.org/10.1038/s41398-020-0730-0
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