Exploration of genotype-by-environment interactions affecting gene expression responses in porcine immune cells
As one of the keys to healthy performance, robustness of farm animals is gaining importance, and with this comes increasing interest in genetic dissection of genotype-by-environment interactions (G×E). Changes in gene expression are among the most sensitive responses conveying adaptation to environm...
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Published in | Frontiers in genetics Vol. 14; p. 1157267 |
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Main Authors | , |
Format | Journal Article |
Language | English |
Published |
Switzerland
Frontiers Media S.A
16.03.2023
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Subjects | |
Online Access | Get full text |
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Summary: | As one of the keys to healthy performance, robustness of farm animals is gaining importance, and with this comes increasing interest in genetic dissection of genotype-by-environment interactions (G×E). Changes in gene expression are among the most sensitive responses conveying adaptation to environmental stimuli. Environmentally responsive regulatory variation thus likely plays a central role in G×E. In the present study, we set out to detect action of environmentally responsive
-regulatory variation by the analysis of condition-dependent allele specific expression (cd-ASE) in porcine immune cells. For this, we harnessed mRNA-sequencing data of peripheral blood mononuclear cells (PBMCs) stimulated
with lipopolysaccharide, dexamethasone, or their combination. These treatments mimic common challenges such as bacterial infection or stress, and induce vast transcriptome changes. About two thirds of the examined loci showed significant ASE in at least one treatment, and out of those about ten percent exhibited cd-ASE. Most of the ASE variants were not yet reported in the PigGTEx Atlas. Genes showing cd-ASE were enriched in cytokine signaling in immune system and include several key candidates for animal health. In contrast, genes showing no ASE featured cell-cycle related functions. We confirmed LPS-dependent ASE for one of the top candidates,
, which ranks among the major response genes in LPS-stimulated monocytes. The results of the present study demonstrate the potential of
cell models coupled with cd-ASE analysis for the investigation of G×E in farm animals. The identified loci may benefit efforts to unravel the genetic basis of robustness and improvement of health and welfare in pigs. |
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Bibliography: | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 Edited by: Denis Milan, Institut National de recherche pour l’agriculture, l’alimentation et l’environnement (INRAE), France This article was submitted to Livestock Genomics, a section of the journal Frontiers in Genetics Elisabetta Giuffra, University Paris-Saclay, France Reviewed by: Christopher K. Tuggle, Iowa State University, United States |
ISSN: | 1664-8021 1664-8021 |
DOI: | 10.3389/fgene.2023.1157267 |