Cargando…

Comprehensive RNA-Seq Profiling Reveals Temporal and Tissue-Specific Changes in Gene Expression in Sprague–Dawley Rats as Response to Heat Stress Challenges

Understanding heat stress physiology and identifying reliable biomarkers are paramount for developing effective management and mitigation strategies. However, little is known about the molecular mechanisms underlying thermal tolerance in animals. In an experimental model of Sprague–Dawley rats subje...

Descripción completa

Detalles Bibliográficos
Autores principales: Dou, Jinhuan, Cánovas, Angela, Brito, Luiz F., Yu, Ying, Schenkel, Flavio S., Wang, Yachun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8063118/
https://www.ncbi.nlm.nih.gov/pubmed/33897767
http://dx.doi.org/10.3389/fgene.2021.651979
_version_ 1783681900929351680
author Dou, Jinhuan
Cánovas, Angela
Brito, Luiz F.
Yu, Ying
Schenkel, Flavio S.
Wang, Yachun
author_facet Dou, Jinhuan
Cánovas, Angela
Brito, Luiz F.
Yu, Ying
Schenkel, Flavio S.
Wang, Yachun
author_sort Dou, Jinhuan
collection PubMed
description Understanding heat stress physiology and identifying reliable biomarkers are paramount for developing effective management and mitigation strategies. However, little is known about the molecular mechanisms underlying thermal tolerance in animals. In an experimental model of Sprague–Dawley rats subjected to temperatures of 22 ± 1°C (control group; CT) and 42°C for 30 min (H30), 60 min (H60), and 120 min (H120), RNA-sequencing (RNA-Seq) assays were performed for blood (CT and H120), liver (CT, H30, H60, and H120), and adrenal glands (CT, H30, H60, and H120). A total of 53, 1,310, and 1,501 differentially expressed genes (DEGs) were significantly identified in the blood (P < 0.05 and |fold change (FC)| >2), liver (P < 0.01, false discovery rate (FDR)–adjusted P = 0.05 and |FC| >2) and adrenal glands (P < 0.01, FDR-adjusted P = 0.05 and |FC| >2), respectively. Of these, four DEGs, namely Junb, P4ha1, Chordc1, and RT1-Bb, were shared among the three tissues in CT vs. H120 comparison. Functional enrichment analyses of the DEGs identified in the blood (CT vs. H120) revealed 12 biological processes (BPs) and 25 metabolic pathways significantly enriched (FDR = 0.05). In the liver, 133 BPs and three metabolic pathways were significantly detected by comparing CT vs. H30, H60, and H120. Furthermore, 237 BPs were significantly (FDR = 0.05) enriched in the adrenal glands, and no shared metabolic pathways were detected among the different heat-stressed groups of rats. Five and four expression patterns (P < 0.05) were uncovered by 73 and 91 shared DEGs in the liver and adrenal glands, respectively, over the different comparisons. Among these, 69 and 73 genes, respectively, were proposed as candidates for regulating heat stress response in rats. Finally, together with genome-wide association study (GWAS) results in cattle and phenome-wide association studies (PheWAS) analysis in humans, five genes (Slco1b2, Clu, Arntl, Fads1, and Npas2) were considered as being associated with heat stress response across mammal species. The datasets and findings of this study will contribute to a better understanding of heat stress response in mammals and to the development of effective approaches to mitigate heat stress response in livestock through breeding.
format Online
Article
Text
id pubmed-8063118
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-80631182021-04-24 Comprehensive RNA-Seq Profiling Reveals Temporal and Tissue-Specific Changes in Gene Expression in Sprague–Dawley Rats as Response to Heat Stress Challenges Dou, Jinhuan Cánovas, Angela Brito, Luiz F. Yu, Ying Schenkel, Flavio S. Wang, Yachun Front Genet Genetics Understanding heat stress physiology and identifying reliable biomarkers are paramount for developing effective management and mitigation strategies. However, little is known about the molecular mechanisms underlying thermal tolerance in animals. In an experimental model of Sprague–Dawley rats subjected to temperatures of 22 ± 1°C (control group; CT) and 42°C for 30 min (H30), 60 min (H60), and 120 min (H120), RNA-sequencing (RNA-Seq) assays were performed for blood (CT and H120), liver (CT, H30, H60, and H120), and adrenal glands (CT, H30, H60, and H120). A total of 53, 1,310, and 1,501 differentially expressed genes (DEGs) were significantly identified in the blood (P < 0.05 and |fold change (FC)| >2), liver (P < 0.01, false discovery rate (FDR)–adjusted P = 0.05 and |FC| >2) and adrenal glands (P < 0.01, FDR-adjusted P = 0.05 and |FC| >2), respectively. Of these, four DEGs, namely Junb, P4ha1, Chordc1, and RT1-Bb, were shared among the three tissues in CT vs. H120 comparison. Functional enrichment analyses of the DEGs identified in the blood (CT vs. H120) revealed 12 biological processes (BPs) and 25 metabolic pathways significantly enriched (FDR = 0.05). In the liver, 133 BPs and three metabolic pathways were significantly detected by comparing CT vs. H30, H60, and H120. Furthermore, 237 BPs were significantly (FDR = 0.05) enriched in the adrenal glands, and no shared metabolic pathways were detected among the different heat-stressed groups of rats. Five and four expression patterns (P < 0.05) were uncovered by 73 and 91 shared DEGs in the liver and adrenal glands, respectively, over the different comparisons. Among these, 69 and 73 genes, respectively, were proposed as candidates for regulating heat stress response in rats. Finally, together with genome-wide association study (GWAS) results in cattle and phenome-wide association studies (PheWAS) analysis in humans, five genes (Slco1b2, Clu, Arntl, Fads1, and Npas2) were considered as being associated with heat stress response across mammal species. The datasets and findings of this study will contribute to a better understanding of heat stress response in mammals and to the development of effective approaches to mitigate heat stress response in livestock through breeding. Frontiers Media S.A. 2021-04-09 /pmc/articles/PMC8063118/ /pubmed/33897767 http://dx.doi.org/10.3389/fgene.2021.651979 Text en Copyright © 2021 Dou, Cánovas, Brito, Yu, Schenkel and Wang. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Genetics
Dou, Jinhuan
Cánovas, Angela
Brito, Luiz F.
Yu, Ying
Schenkel, Flavio S.
Wang, Yachun
Comprehensive RNA-Seq Profiling Reveals Temporal and Tissue-Specific Changes in Gene Expression in Sprague–Dawley Rats as Response to Heat Stress Challenges
title Comprehensive RNA-Seq Profiling Reveals Temporal and Tissue-Specific Changes in Gene Expression in Sprague–Dawley Rats as Response to Heat Stress Challenges
title_full Comprehensive RNA-Seq Profiling Reveals Temporal and Tissue-Specific Changes in Gene Expression in Sprague–Dawley Rats as Response to Heat Stress Challenges
title_fullStr Comprehensive RNA-Seq Profiling Reveals Temporal and Tissue-Specific Changes in Gene Expression in Sprague–Dawley Rats as Response to Heat Stress Challenges
title_full_unstemmed Comprehensive RNA-Seq Profiling Reveals Temporal and Tissue-Specific Changes in Gene Expression in Sprague–Dawley Rats as Response to Heat Stress Challenges
title_short Comprehensive RNA-Seq Profiling Reveals Temporal and Tissue-Specific Changes in Gene Expression in Sprague–Dawley Rats as Response to Heat Stress Challenges
title_sort comprehensive rna-seq profiling reveals temporal and tissue-specific changes in gene expression in sprague–dawley rats as response to heat stress challenges
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8063118/
https://www.ncbi.nlm.nih.gov/pubmed/33897767
http://dx.doi.org/10.3389/fgene.2021.651979
work_keys_str_mv AT doujinhuan comprehensivernaseqprofilingrevealstemporalandtissuespecificchangesingeneexpressioninspraguedawleyratsasresponsetoheatstresschallenges
AT canovasangela comprehensivernaseqprofilingrevealstemporalandtissuespecificchangesingeneexpressioninspraguedawleyratsasresponsetoheatstresschallenges
AT britoluizf comprehensivernaseqprofilingrevealstemporalandtissuespecificchangesingeneexpressioninspraguedawleyratsasresponsetoheatstresschallenges
AT yuying comprehensivernaseqprofilingrevealstemporalandtissuespecificchangesingeneexpressioninspraguedawleyratsasresponsetoheatstresschallenges
AT schenkelflavios comprehensivernaseqprofilingrevealstemporalandtissuespecificchangesingeneexpressioninspraguedawleyratsasresponsetoheatstresschallenges
AT wangyachun comprehensivernaseqprofilingrevealstemporalandtissuespecificchangesingeneexpressioninspraguedawleyratsasresponsetoheatstresschallenges