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Transcriptome Characterization of Short Distance Transport Stress in Beef Cattle Blood
The transportation is a crucial phase in beef cattle industry, and the annual losses caused by beef cattle transport stress are substantial. Several studies have described the effect of long distance transportation stress on animal health, such as disorder in nervous, endocrine, immune, and metaboli...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7902800/ https://www.ncbi.nlm.nih.gov/pubmed/33643382 http://dx.doi.org/10.3389/fgene.2021.616388 |
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author | Zhao, Haidong Tang, Xiaoqin Wu, Mingli Li, Qi Yi, Xiaohua Liu, Shirong Jiang, Junyi Wang, Shuhui Sun, Xiuzhu |
author_facet | Zhao, Haidong Tang, Xiaoqin Wu, Mingli Li, Qi Yi, Xiaohua Liu, Shirong Jiang, Junyi Wang, Shuhui Sun, Xiuzhu |
author_sort | Zhao, Haidong |
collection | PubMed |
description | The transportation is a crucial phase in beef cattle industry, and the annual losses caused by beef cattle transport stress are substantial. Several studies have described the effect of long distance transportation stress on animal health, such as disorder in nervous, endocrine, immune, and metabolic system. However, molecular mechanisms underlying short distance transportation stress is still poorly understood. Present study aims to investigate the effect of short distance transportation by measuring the hematological indices and transcriptomic analysis. In this study, a total 10 Qinchuan cattle were used to compare the molecular characteristics of blood before and after transportation. We have found that a stress-related marker “white blood cell count (WBC)” increased significantly after transportation. The decrease in triglyceride (TG), cholestenone (CHO), high-density lipoprotein (HDL), and low-density lipoprotein (LDL) showed that energy expenditure was increased after transportation, but not enough to activate fatty decomposition. Intriguingly, the decrease of malondialdehyde (MDA) showed that cattle were more resilience to oxidative stress. The RNA-seq showed that 1,092 differentially expressed genes (DEGs) were found (329 up-regulated and 763 down-regulated) between group before and group after. The GO and KEGG enrichment showed that the metabolic pathway and B cell function related pathways were enriched. Furthermore, median absolute deviation (MAD) top 5,000 genes were used to construct a co-expression network by weighted correlation network analysis (WGCNA), and 11 independent modules were identified. Combing with protein-protein interaction (PPI) analysis, the verification of quantitative real-time PCR (qPCR) and the correlation of B cell function, structural maintenance of chromosomes 3 (SMC3), jun proto-oncogene (JUN), and C-X-C motif chemokine ligand 10 (CXCL10) were suggested as potential molecular markers in identification of short distance transportation. Collectively, the blood RNA-seq analysis and WGCNA indicated that the disorder of B cell differentiation, proliferation, survival, and apoptosis were the potential molecular mechanism in short distance transportation stress. In conclusion, our results provide the novel insight about potential biomarkers for short distance transportation stress, which may serve as for diagnosing and preventing this condition in beef industry. |
format | Online Article Text |
id | pubmed-7902800 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-79028002021-02-25 Transcriptome Characterization of Short Distance Transport Stress in Beef Cattle Blood Zhao, Haidong Tang, Xiaoqin Wu, Mingli Li, Qi Yi, Xiaohua Liu, Shirong Jiang, Junyi Wang, Shuhui Sun, Xiuzhu Front Genet Genetics The transportation is a crucial phase in beef cattle industry, and the annual losses caused by beef cattle transport stress are substantial. Several studies have described the effect of long distance transportation stress on animal health, such as disorder in nervous, endocrine, immune, and metabolic system. However, molecular mechanisms underlying short distance transportation stress is still poorly understood. Present study aims to investigate the effect of short distance transportation by measuring the hematological indices and transcriptomic analysis. In this study, a total 10 Qinchuan cattle were used to compare the molecular characteristics of blood before and after transportation. We have found that a stress-related marker “white blood cell count (WBC)” increased significantly after transportation. The decrease in triglyceride (TG), cholestenone (CHO), high-density lipoprotein (HDL), and low-density lipoprotein (LDL) showed that energy expenditure was increased after transportation, but not enough to activate fatty decomposition. Intriguingly, the decrease of malondialdehyde (MDA) showed that cattle were more resilience to oxidative stress. The RNA-seq showed that 1,092 differentially expressed genes (DEGs) were found (329 up-regulated and 763 down-regulated) between group before and group after. The GO and KEGG enrichment showed that the metabolic pathway and B cell function related pathways were enriched. Furthermore, median absolute deviation (MAD) top 5,000 genes were used to construct a co-expression network by weighted correlation network analysis (WGCNA), and 11 independent modules were identified. Combing with protein-protein interaction (PPI) analysis, the verification of quantitative real-time PCR (qPCR) and the correlation of B cell function, structural maintenance of chromosomes 3 (SMC3), jun proto-oncogene (JUN), and C-X-C motif chemokine ligand 10 (CXCL10) were suggested as potential molecular markers in identification of short distance transportation. Collectively, the blood RNA-seq analysis and WGCNA indicated that the disorder of B cell differentiation, proliferation, survival, and apoptosis were the potential molecular mechanism in short distance transportation stress. In conclusion, our results provide the novel insight about potential biomarkers for short distance transportation stress, which may serve as for diagnosing and preventing this condition in beef industry. Frontiers Media S.A. 2021-02-10 /pmc/articles/PMC7902800/ /pubmed/33643382 http://dx.doi.org/10.3389/fgene.2021.616388 Text en Copyright © 2021 Zhao, Tang, Wu, Li, Yi, Liu, Jiang, Wang and Sun. http://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 Zhao, Haidong Tang, Xiaoqin Wu, Mingli Li, Qi Yi, Xiaohua Liu, Shirong Jiang, Junyi Wang, Shuhui Sun, Xiuzhu Transcriptome Characterization of Short Distance Transport Stress in Beef Cattle Blood |
title | Transcriptome Characterization of Short Distance Transport Stress in Beef Cattle Blood |
title_full | Transcriptome Characterization of Short Distance Transport Stress in Beef Cattle Blood |
title_fullStr | Transcriptome Characterization of Short Distance Transport Stress in Beef Cattle Blood |
title_full_unstemmed | Transcriptome Characterization of Short Distance Transport Stress in Beef Cattle Blood |
title_short | Transcriptome Characterization of Short Distance Transport Stress in Beef Cattle Blood |
title_sort | transcriptome characterization of short distance transport stress in beef cattle blood |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7902800/ https://www.ncbi.nlm.nih.gov/pubmed/33643382 http://dx.doi.org/10.3389/fgene.2021.616388 |
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