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Psychosocial experiences modulate asthma-associated genes through gene-environment interactions
Social interactions and the overall psychosocial environment have a demonstrated impact on health, particularly for people living in disadvantaged urban areas. Here, we investigated the effect of psychosocial experiences on gene expression in peripheral blood immune cells of children with asthma in...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
eLife Sciences Publications, Ltd
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8282343/ https://www.ncbi.nlm.nih.gov/pubmed/34142656 http://dx.doi.org/10.7554/eLife.63852 |
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author | Resztak, Justyna A Farrell, Allison K Mair-Meijers, Henriette Alazizi, Adnan Wen, Xiaoquan Wildman, Derek E Zilioli, Samuele Slatcher, Richard B Pique-Regi, Roger Luca, Francesca |
author_facet | Resztak, Justyna A Farrell, Allison K Mair-Meijers, Henriette Alazizi, Adnan Wen, Xiaoquan Wildman, Derek E Zilioli, Samuele Slatcher, Richard B Pique-Regi, Roger Luca, Francesca |
author_sort | Resztak, Justyna A |
collection | PubMed |
description | Social interactions and the overall psychosocial environment have a demonstrated impact on health, particularly for people living in disadvantaged urban areas. Here, we investigated the effect of psychosocial experiences on gene expression in peripheral blood immune cells of children with asthma in Metro Detroit. Using RNA-sequencing and a new machine learning approach, we identified transcriptional signatures of 19 variables including psychosocial factors, blood cell composition, and asthma symptoms. Importantly, we found 169 genes associated with asthma or allergic disease that are regulated by psychosocial factors and 344 significant gene-environment interactions for gene expression levels. These results demonstrate that immune gene expression mediates the link between negative psychosocial experiences and asthma risk. |
format | Online Article Text |
id | pubmed-8282343 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | eLife Sciences Publications, Ltd |
record_format | MEDLINE/PubMed |
spelling | pubmed-82823432021-07-19 Psychosocial experiences modulate asthma-associated genes through gene-environment interactions Resztak, Justyna A Farrell, Allison K Mair-Meijers, Henriette Alazizi, Adnan Wen, Xiaoquan Wildman, Derek E Zilioli, Samuele Slatcher, Richard B Pique-Regi, Roger Luca, Francesca eLife Genetics and Genomics Social interactions and the overall psychosocial environment have a demonstrated impact on health, particularly for people living in disadvantaged urban areas. Here, we investigated the effect of psychosocial experiences on gene expression in peripheral blood immune cells of children with asthma in Metro Detroit. Using RNA-sequencing and a new machine learning approach, we identified transcriptional signatures of 19 variables including psychosocial factors, blood cell composition, and asthma symptoms. Importantly, we found 169 genes associated with asthma or allergic disease that are regulated by psychosocial factors and 344 significant gene-environment interactions for gene expression levels. These results demonstrate that immune gene expression mediates the link between negative psychosocial experiences and asthma risk. eLife Sciences Publications, Ltd 2021-06-18 /pmc/articles/PMC8282343/ /pubmed/34142656 http://dx.doi.org/10.7554/eLife.63852 Text en © 2021, Resztak et al https://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use and redistribution provided that the original author and source are credited. |
spellingShingle | Genetics and Genomics Resztak, Justyna A Farrell, Allison K Mair-Meijers, Henriette Alazizi, Adnan Wen, Xiaoquan Wildman, Derek E Zilioli, Samuele Slatcher, Richard B Pique-Regi, Roger Luca, Francesca Psychosocial experiences modulate asthma-associated genes through gene-environment interactions |
title | Psychosocial experiences modulate asthma-associated genes through gene-environment interactions |
title_full | Psychosocial experiences modulate asthma-associated genes through gene-environment interactions |
title_fullStr | Psychosocial experiences modulate asthma-associated genes through gene-environment interactions |
title_full_unstemmed | Psychosocial experiences modulate asthma-associated genes through gene-environment interactions |
title_short | Psychosocial experiences modulate asthma-associated genes through gene-environment interactions |
title_sort | psychosocial experiences modulate asthma-associated genes through gene-environment interactions |
topic | Genetics and Genomics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8282343/ https://www.ncbi.nlm.nih.gov/pubmed/34142656 http://dx.doi.org/10.7554/eLife.63852 |
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