Simple Summary: In this study, three miRNA modules were identified in a cattle short-distance transportation stress model, and the turquoise module showed key miRNA sets according to their correlation with hub genes. Further, hub miRNAs were identified based on their targeting relationship with hub genes in our previous study. This finding provides the potential utility for predicting and treatment of short-distance transportation stress in beef cattle.<br></p> <br></p> Transportation is a crucial phase in the beef cattle industry, and the annual losses caused by beef cattle transport stress are substantial. Because of its huge economic losses, such as lower growth rate and even death, long-distance transportation stress has attracted more attention from beef production practitioners because of its huge economic losses. Compared with the long-distance transportation stress, the short-distance transportation stress was ignored for the reason of no obvious symptoms in cattle. Our previous study showed that the disorder of B cell function could be a potential health risk after short-distance transportation. However, the transcriptome details of the changes in the cattle blood after short-distance transportation and the molecular mechanisms for the regulation of the developmental process are not clearly known. In this study, a total of 10 Qinchuan cattle were used to compare the molecular characteristics of blood before and after short-distance transportation. The miRNA-seq showed that 114 differentially expressed miRNAs (DEMs) were found (40 upregulated and 74 downregulated) between two groups before and after transportation. Furthermore, more than 90% of the miRNAs with counts of more than 10 were used to construct a co-expression network by weighted correlation network analysis (WGCNA), and four independent modules were identified. According to their relationship with 30 hub genes, the turquoise module was the key module in this study. The regulator network of hub genes and miRNAs in the turquoise module was constructed by miRNAs targeting genes predicting, and the miRNAs had targeting sites within hub genes that could be identified as hub-miRNAs. Further, it showed that CD40 and ITPKB had the same targeting miRNAs (miR-339a/b), and the newly discovered hub miRNAs filled the gaps in our previous study about the relationship between hub genes in short-distance transportation stress and provided the potential utility for predicting and treatment of short-distance transportation stress in beef cattle.</p>
机构:
Samuel Roberts Noble Fdn Inc, Div Plant Biol, Ardmore, OK 73402 USASamuel Roberts Noble Fdn Inc, Div Plant Biol, Ardmore, OK 73402 USA
Ahmed, Firoz
Senthil-Kumar, Muthappa
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Samuel Roberts Noble Fdn Inc, Div Plant Biol, Ardmore, OK 73402 USA
Natl Inst Plant Genome Res, New Delhi, IndiaSamuel Roberts Noble Fdn Inc, Div Plant Biol, Ardmore, OK 73402 USA
Senthil-Kumar, Muthappa
Lee, Seonghee
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Samuel Roberts Noble Fdn Inc, Div Plant Biol, Ardmore, OK 73402 USASamuel Roberts Noble Fdn Inc, Div Plant Biol, Ardmore, OK 73402 USA
Lee, Seonghee
Dai, Xinbin
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Samuel Roberts Noble Fdn Inc, Div Plant Biol, Ardmore, OK 73402 USASamuel Roberts Noble Fdn Inc, Div Plant Biol, Ardmore, OK 73402 USA
Dai, Xinbin
Mysore, Kirankumar S.
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Samuel Roberts Noble Fdn Inc, Div Plant Biol, Ardmore, OK 73402 USASamuel Roberts Noble Fdn Inc, Div Plant Biol, Ardmore, OK 73402 USA
Mysore, Kirankumar S.
Zhao, Patrick Xuechun
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Samuel Roberts Noble Fdn Inc, Div Plant Biol, Ardmore, OK 73402 USASamuel Roberts Noble Fdn Inc, Div Plant Biol, Ardmore, OK 73402 USA
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CNR, Inst Tecnol Biomed, Via F Lli Cervi 93, I-20090 Milan, ItalyCNR, Inst Tecnol Biomed, Via F Lli Cervi 93, I-20090 Milan, Italy
Kel, Ivan
Chang, Zisong
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Berlin Inst Med Syst Biol, Max Delbruck Ctr Mol Med, Robert Rossle Str 10, D-13125 Berlin, GermanyCNR, Inst Tecnol Biomed, Via F Lli Cervi 93, I-20090 Milan, Italy
Chang, Zisong
Galluccio, Nadia
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CNR, Inst Tecnol Biomed, Via F Lli Cervi 93, I-20090 Milan, ItalyCNR, Inst Tecnol Biomed, Via F Lli Cervi 93, I-20090 Milan, Italy
Galluccio, Nadia
Romeo, Margherita
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IRCCS Ist Ric Farmacol Mario Negri, Dipartimento Biochim & Farmacol Mol, Via Giuseppe La Masa 19, Milan, ItalyCNR, Inst Tecnol Biomed, Via F Lli Cervi 93, I-20090 Milan, Italy
Romeo, Margherita
Beretta, Stefano
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Univ Milano Biccoca, Dipartimento Informat Sistemist & Comunicaz, Viale Sarca 336, I-20125 Milan, ItalyCNR, Inst Tecnol Biomed, Via F Lli Cervi 93, I-20090 Milan, Italy
Beretta, Stefano
Diomede, Luisa
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IRCCS Ist Ric Farmacol Mario Negri, Dipartimento Biochim & Farmacol Mol, Via Giuseppe La Masa 19, Milan, ItalyCNR, Inst Tecnol Biomed, Via F Lli Cervi 93, I-20090 Milan, Italy
Diomede, Luisa
Mezzelani, Alessandra
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CNR, Inst Tecnol Biomed, Via F Lli Cervi 93, I-20090 Milan, ItalyCNR, Inst Tecnol Biomed, Via F Lli Cervi 93, I-20090 Milan, Italy
Mezzelani, Alessandra
Milanesi, Luciano
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CNR, Inst Tecnol Biomed, Via F Lli Cervi 93, I-20090 Milan, ItalyCNR, Inst Tecnol Biomed, Via F Lli Cervi 93, I-20090 Milan, Italy
Milanesi, Luciano
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Dieterich, Christoph
Merelli, Ivan
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CNR, Inst Tecnol Biomed, Via F Lli Cervi 93, I-20090 Milan, ItalyCNR, Inst Tecnol Biomed, Via F Lli Cervi 93, I-20090 Milan, Italy
机构:
Hunan Inst Anim & Vet Sci, Changsha 410131, Peoples R China
Xiangxi Yellow Cattle Engn Technol Ctr, Changsha 416400, Hunan, Peoples R ChinaHunan Inst Anim & Vet Sci, Changsha 410131, Peoples R China
Huan Cheng
Sun Ao
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Hunan Inst Anim & Vet Sci, Changsha 410131, Peoples R China
Xiangxi Yellow Cattle Engn Technol Ctr, Changsha 416400, Hunan, Peoples R ChinaHunan Inst Anim & Vet Sci, Changsha 410131, Peoples R China
Sun Ao
Long Yun
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Xiangxi Yellow Cattle Engn Technol Ctr, Changsha 416400, Hunan, Peoples R China
Hunan De Nong Anim Husb Grp Co Ltd, Changsha 416400, Hunan, Peoples R ChinaHunan Inst Anim & Vet Sci, Changsha 410131, Peoples R China
Long Yun
Shi Weihong
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Xiangxi Yellow Cattle Engn Technol Ctr, Changsha 416400, Hunan, Peoples R China
Hunan De Nong Anim Husb Grp Co Ltd, Changsha 416400, Hunan, Peoples R ChinaHunan Inst Anim & Vet Sci, Changsha 410131, Peoples R China
Shi Weihong
Lei Hong
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Hunan Inst Anim & Vet Sci, Changsha 410131, Peoples R China
Xiangxi Yellow Cattle Engn Technol Ctr, Changsha 416400, Hunan, Peoples R ChinaHunan Inst Anim & Vet Sci, Changsha 410131, Peoples R China
Lei Hong
Li Jianbo
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Hunan Inst Anim & Vet Sci, Changsha 410131, Peoples R China
Xiangxi Yellow Cattle Engn Technol Ctr, Changsha 416400, Hunan, Peoples R ChinaHunan Inst Anim & Vet Sci, Changsha 410131, Peoples R China
Li Jianbo
Li Xiong
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Hunan Inst Anim & Vet Sci, Changsha 410131, Peoples R China
Xiangxi Yellow Cattle Engn Technol Ctr, Changsha 416400, Hunan, Peoples R ChinaHunan Inst Anim & Vet Sci, Changsha 410131, Peoples R China
Li Xiong
Zhang Baizhong
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Hunan Inst Anim & Vet Sci, Changsha 410131, Peoples R China
Xiangxi Yellow Cattle Engn Technol Ctr, Changsha 416400, Hunan, Peoples R ChinaHunan Inst Anim & Vet Sci, Changsha 410131, Peoples R China
Zhang Baizhong
Yi Kangle
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Hunan Inst Anim & Vet Sci, Changsha 410131, Peoples R China
Xiangxi Yellow Cattle Engn Technol Ctr, Changsha 416400, Hunan, Peoples R ChinaHunan Inst Anim & Vet Sci, Changsha 410131, Peoples R China
机构:Nanjing Agricultural University,State Key Laboratory of Crop Genetics & Germplasm Enhancement, Hybrid Cotton R & D Engineering Research Center, Ministry of Education
Guozhong Zhu
Weixi Li
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机构:Nanjing Agricultural University,State Key Laboratory of Crop Genetics & Germplasm Enhancement, Hybrid Cotton R & D Engineering Research Center, Ministry of Education
Weixi Li
Feng Zhang
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机构:Nanjing Agricultural University,State Key Laboratory of Crop Genetics & Germplasm Enhancement, Hybrid Cotton R & D Engineering Research Center, Ministry of Education
Feng Zhang
Wangzhen Guo
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机构:Nanjing Agricultural University,State Key Laboratory of Crop Genetics & Germplasm Enhancement, Hybrid Cotton R & D Engineering Research Center, Ministry of Education