Small RNA-Seq Analysis Reveals miRNA Expression of Short Distance Transportation Stress in Beef Cattle Blood

被引:2
|
作者
Wu, Mingli [1 ]
Tang, Xiaoqin [1 ]
Raza, Sayed Haidar Abbas [1 ]
Zhao, Haidong [1 ]
Li, Qi [1 ]
Yi, Xiaohua
Althobaiti, Fayez [2 ]
Shukry, Mustafa [3 ]
Sun, Xiuzhu [1 ,4 ]
机构
[1] Northwest A&F Univ, Coll Anim Sci & Technol, Xianyang 712100, Peoples R China
[2] Taif Univ, Dept Biotechnol, Coll Sci, POB 11099, At Taif 21944, Saudi Arabia
[3] Kafrelsheikh Univ, Dept Physiol, Fac Vet Med, Kafrelsheikh 33516, Egypt
[4] Northwest A&F Univ, Coll Grassland Agr, Xianyang 712100, Peoples R China
来源
ANIMALS | 2021年 / 11卷 / 10期
关键词
transportation stress; beef cattle; differentially expressed miRNAs (DEMs); blood; WGCNA; LONG; STRATEGIES; PHYSIOLOGY; DURATION; WELFARE; PCR;
D O I
10.3390/ani11102850
中图分类号
S8 [畜牧、 动物医学、狩猎、蚕、蜂];
学科分类号
0905 ;
摘要
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>
引用
收藏
页数:12
相关论文
共 50 条
  • [31] RNA-seq analysis reveals alternative splicing under salt stress in cotton, Gossypium davidsonii
    Zhu, Guozhong
    Li, Weixi
    Zhang, Feng
    Guo, Wangzhen
    BMC GENOMICS, 2018, 19
  • [32] RNA-seq analysis reveals extensive transcriptional plasticity to temperature stress in a freshwater fish species
    Smith, Steve
    Bernatchez, Louis
    Beheregaray, Luciano B.
    BMC GENOMICS, 2013, 14
  • [33] Comprehensive Gene Expression Analysis in NMIBC Using RNA-seq Reveals New Therapy Strategies
    Chen, Xiaoliang
    Jiang, Fuquan
    Jia, Chunshu
    Liu, Ming
    Nan, Yonghao
    Qu, Licheng
    Kong, Qingkuo
    Hou, Fangfang
    Luo, Wenshan
    Na, Wanli
    Jin, Xuefei
    Tan, Jiufeng
    FRONTIERS IN ONCOLOGY, 2019, 9
  • [34] RNA-Seq analysis reveals the gene expression changes of Bemisia tabaci in response to destruxin A treatment
    Zhang, Can
    Guo, Jianling
    Ali, Shaukat
    Qiu, Baoli
    BIOCONTROL SCIENCE AND TECHNOLOGY, 2024, 34 (05) : 438 - 451
  • [35] Comparative RNA-Seq Analysis Reveals That Regulatory Network of Maize Root Development Controls the Expression of Genes in Response to N Stress
    He, Xiujing
    Ma, Haixia
    Zhao, Xiongwei
    Nie, Shujun
    Li, Yuhua
    Zhang, Zhiming
    Shen, Yaou
    Chen, Qi
    Lu, Yanli
    Lan, Hai
    Zhou, Shufeng
    Gao, Shibin
    Pan, Guangtang
    Lin, Haijian
    PLOS ONE, 2016, 11 (03):
  • [36] Analysis of small RNA-seq data for differential expression of small noncoding RNAs in human colorectal cancer
    Koduru, Srinivas V.
    Tiwari, Amit K.
    Hazard, Sprague W.
    Mahajan, Milind K.
    Ravnic, Dino J.
    CANCER RESEARCH, 2017, 77
  • [37] Small RNA-Seq and real time rt-qPCR reveal islet miRNA released under stress conditions
    Aljani, Bssam
    Lindner, Annett
    Weigelt, Marc
    Zhao, Min
    Sharma, Virag
    Bonifacio, Ezio
    Jones, Peter
    Eugster, Anne
    ISLETS, 2024, 16 (01)
  • [38] Comparative RNA-Seq Analysis Reveals the Organ-Specific Transcriptomic Response to Zinc Stress in Mulberry
    Huang, Shuai
    Kang, Xiaoru
    Yu, Ting
    Yidilisi, Keermula
    Zhang, Lin
    Cao, Xu
    Chao, Nan
    Liu, Li
    FORESTS, 2023, 14 (04):
  • [39] RNA-seq Analysis Reveals Alternative Splicing Under Heat Stress in Rainbow Trout (Oncorhynchus mykiss)
    Jun Sun
    Zhe Liu
    Jinqiang Quan
    Lanlan Li
    Guiyan Zhao
    Junhao Lu
    Marine Biotechnology, 2022, 24 : 5 - 17
  • [40] RNA-seq Analysis Reveals Alternative Splicing Under Heat Stress in Rainbow Trout (Oncorhynchus mykiss)
    Sun, Jun
    Liu, Zhe
    Quan, Jinqiang
    Li, Lanlan
    Zhao, Guiyan
    Lu, Junhao
    MARINE BIOTECHNOLOGY, 2022, 24 (01) : 5 - 17