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Transcriptome Analysis Reveals Potential Regulatory Genes Related to Heat Tolerance in Holstein Dairy Cattle

Heat stress affects the physiology and production performance of Chinese Holstein dairy cows. As such, the selection of heat tolerance in cows and elucidating its underlying mechanisms are vital to the dairy industry. This study aimed to investigate the heat tolerance associated genes and molecular...

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Autores principales: Liu, Shenhe, Yue, Tingting, Ahmad, Muhammad Jamil, Hu, Xiangwei, Zhang, Xinxin, Deng, Tingxian, Hu, Yan, He, Changjiu, Zhou, Yang, Yang, Liguo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7017222/
https://www.ncbi.nlm.nih.gov/pubmed/31936116
http://dx.doi.org/10.3390/genes11010068
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author Liu, Shenhe
Yue, Tingting
Ahmad, Muhammad Jamil
Hu, Xiangwei
Zhang, Xinxin
Deng, Tingxian
Hu, Yan
He, Changjiu
Zhou, Yang
Yang, Liguo
author_facet Liu, Shenhe
Yue, Tingting
Ahmad, Muhammad Jamil
Hu, Xiangwei
Zhang, Xinxin
Deng, Tingxian
Hu, Yan
He, Changjiu
Zhou, Yang
Yang, Liguo
author_sort Liu, Shenhe
collection PubMed
description Heat stress affects the physiology and production performance of Chinese Holstein dairy cows. As such, the selection of heat tolerance in cows and elucidating its underlying mechanisms are vital to the dairy industry. This study aimed to investigate the heat tolerance associated genes and molecular mechanisms in Chinese Holstein dairy cows using a high-throughput sequencing approach and bioinformatics analysis. Heat-induced physiological indicators and milk yield changes were assessed to determine heat tolerance levels in Chinese Holstein dairy cows by Principal Component Analysis method following Membership Function Value Analysis. Results indicated that rectal temperature (RT), respiratory rate (RR), and decline in milk production were significantly lower (p < 0.05) in heat tolerant (HT) cows while plasma levels of heat shock protein (HSP: HSP70, HSP90), and cortisol were significantly higher (p < 0.05) when compared to non-heat tolerant (NHT) Chinese Holstein dairy cows. By applying RNA-Seq analysis, we identified 200 (81 down-regulated and 119 up-regulated) significantly (|log2fold change| ≥ 1.4 and p ≤ 0.05) differentially expressed genes (DEGs) in HT versus NHT Chinese Holstein dairy cows. In addition, 14 of which were involved in protein–protein interaction (PPI) network. Importantly, several hub genes (OAS2, MX2, IFIT5 and TGFB2) were significantly enriched in immune effector process. These findings might be helpful to expedite the understanding for the mechanism of heat tolerance in Chinese Holstein dairy cows.
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spelling pubmed-70172222020-02-28 Transcriptome Analysis Reveals Potential Regulatory Genes Related to Heat Tolerance in Holstein Dairy Cattle Liu, Shenhe Yue, Tingting Ahmad, Muhammad Jamil Hu, Xiangwei Zhang, Xinxin Deng, Tingxian Hu, Yan He, Changjiu Zhou, Yang Yang, Liguo Genes (Basel) Article Heat stress affects the physiology and production performance of Chinese Holstein dairy cows. As such, the selection of heat tolerance in cows and elucidating its underlying mechanisms are vital to the dairy industry. This study aimed to investigate the heat tolerance associated genes and molecular mechanisms in Chinese Holstein dairy cows using a high-throughput sequencing approach and bioinformatics analysis. Heat-induced physiological indicators and milk yield changes were assessed to determine heat tolerance levels in Chinese Holstein dairy cows by Principal Component Analysis method following Membership Function Value Analysis. Results indicated that rectal temperature (RT), respiratory rate (RR), and decline in milk production were significantly lower (p < 0.05) in heat tolerant (HT) cows while plasma levels of heat shock protein (HSP: HSP70, HSP90), and cortisol were significantly higher (p < 0.05) when compared to non-heat tolerant (NHT) Chinese Holstein dairy cows. By applying RNA-Seq analysis, we identified 200 (81 down-regulated and 119 up-regulated) significantly (|log2fold change| ≥ 1.4 and p ≤ 0.05) differentially expressed genes (DEGs) in HT versus NHT Chinese Holstein dairy cows. In addition, 14 of which were involved in protein–protein interaction (PPI) network. Importantly, several hub genes (OAS2, MX2, IFIT5 and TGFB2) were significantly enriched in immune effector process. These findings might be helpful to expedite the understanding for the mechanism of heat tolerance in Chinese Holstein dairy cows. MDPI 2020-01-07 /pmc/articles/PMC7017222/ /pubmed/31936116 http://dx.doi.org/10.3390/genes11010068 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Liu, Shenhe
Yue, Tingting
Ahmad, Muhammad Jamil
Hu, Xiangwei
Zhang, Xinxin
Deng, Tingxian
Hu, Yan
He, Changjiu
Zhou, Yang
Yang, Liguo
Transcriptome Analysis Reveals Potential Regulatory Genes Related to Heat Tolerance in Holstein Dairy Cattle
title Transcriptome Analysis Reveals Potential Regulatory Genes Related to Heat Tolerance in Holstein Dairy Cattle
title_full Transcriptome Analysis Reveals Potential Regulatory Genes Related to Heat Tolerance in Holstein Dairy Cattle
title_fullStr Transcriptome Analysis Reveals Potential Regulatory Genes Related to Heat Tolerance in Holstein Dairy Cattle
title_full_unstemmed Transcriptome Analysis Reveals Potential Regulatory Genes Related to Heat Tolerance in Holstein Dairy Cattle
title_short Transcriptome Analysis Reveals Potential Regulatory Genes Related to Heat Tolerance in Holstein Dairy Cattle
title_sort transcriptome analysis reveals potential regulatory genes related to heat tolerance in holstein dairy cattle
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7017222/
https://www.ncbi.nlm.nih.gov/pubmed/31936116
http://dx.doi.org/10.3390/genes11010068
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