Exploring the Regulatory Potential of Long Non-Coding RNA in Feed Efficiency of Indicine Cattle

被引:21
作者
Alexandre, Pamela A. [1 ,2 ]
Reverter, Antonio [2 ]
Berezin, Roberta B. [1 ]
Porto-Neto, Laercio R. [2 ]
Ribeiro, Gabriela [1 ]
Santana, Miguel H. A. [3 ]
Ferraz, Jose Bento S. [1 ]
Fukumasu, Heidge [1 ]
机构
[1] Univ Sao Paulo, Fac Anim Sci & Food Engn, Dept Vet Med, BR-13635900 Pirassununga, SP, Brazil
[2] CSIRO, Agr & Food, Brisbane, Qld 4067, Australia
[3] Univ Sao Paulo, Fac Anim Sci & Food Engn, Dept Anim Sci, BR-13635900 Pirassununga, SP, Brazil
基金
巴西圣保罗研究基金会;
关键词
Bos indicus; co-expression network; residual feed intake; RNA-Seq; HYPOTHALAMIC GENE-EXPRESSION; BODY-COMPOSITION; CARCASS TRAITS; MEAT QUALITY; STEERS; IDENTIFICATION; PERFORMANCE; REVEALS; GROWTH; DATABASE;
D O I
10.3390/genes11090997
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Long non-coding RNA (lncRNA) can regulate several aspects of gene expression, being associated with complex phenotypes in humans and livestock species. In taurine beef cattle, recent evidence points to the involvement of lncRNA in feed efficiency (FE), a proxy for increased productivity and sustainability. Here, we hypothesized specific regulatory roles of lncRNA in FE of indicine cattle. Using RNA-Seq data from the liver, muscle, hypothalamus, pituitary gland and adrenal gland from Nellore bulls with divergent FE, we submitted new transcripts to a series of filters to confidently predict lncRNA. Then, we identified lncRNA that were differentially expressed (DE) and/or key regulators of FE. Finally, we explored lncRNA genomic location and interactions with miRNA and mRNA to infer potential function. We were able to identify 126 relevant lncRNA for FE inBos indicus, some with high homology to previously identified lncRNA inBos taurusand some possible specific regulators of FE in indicine cattle. Moreover, lncRNA identified here were linked to previously described mechanisms related to FE in hypothalamus-pituitary-adrenal axis and are expected to help elucidate this complex phenotype. This study contributes to expanding the catalogue of lncRNA, particularly in indicine cattle, and identifies candidates for further studies in animal selection and management.
引用
收藏
页码:1 / 22
页数:22
相关论文
共 97 条
[81]   Identification and characterization of long intergenic noncoding RNAs in bovine mammary glands [J].
Tong, Chao ;
Chen, Qiaoling ;
Zhao, Lili ;
Ma, Junfei ;
Ibeagha-Awemu, Eveline M. ;
Zhao, Xin .
BMC GENOMICS, 2017, 18
[82]  
Trapnell C., TRACKING TRANSFRAGS
[83]   Differential analysis of gene regulation at transcript resolution with RNA-seq [J].
Trapnell, Cole ;
Hendrickson, David G. ;
Sauvageau, Martin ;
Goff, Loyal ;
Rinn, John L. ;
Pachter, Lior .
NATURE BIOTECHNOLOGY, 2013, 31 (01) :46-+
[84]   Genomic clues of the evolutionary history of Bos indicus cattle [J].
Utsunomiya, Y. T. ;
Milanesi, M. ;
Fortes, M. R. S. ;
Porto-Neto, L. R. ;
Utsunomiya, A. T. H. ;
Silva, M. V. G. B. ;
Garcia, J. F. ;
Ajmone-Marsan, P. .
ANIMAL GENETICS, 2019, 50 (06) :557-568
[85]   A census of human transcription factors: function, expression and evolution [J].
Vaquerizas, Juan M. ;
Kummerfeld, Sarah K. ;
Teichmann, Sarah A. ;
Luscombe, Nicholas M. .
NATURE REVIEWS GENETICS, 2009, 10 (04) :252-263
[86]   Reward, dopamine and the control of food intake: implications for obesity [J].
Volkow, Nora D. ;
Wang, Gene-Jack ;
Baler, Ruben D. .
TRENDS IN COGNITIVE SCIENCES, 2011, 15 (01) :37-46
[87]   A novel long non-coding RNA regulates the immune response in MAC-T cells and contributes to bovine mastitis [J].
Wang, Hao ;
Wang, Xixi ;
Li, Xueru ;
Wang, Qianwen ;
Qing, Suzhu ;
Zhang, Yong ;
Gao, Ming-Qing .
FEBS JOURNAL, 2019, 286 (09) :1780-1795
[88]   Identification of Gene Networks for Residual Feed Intake in Angus Cattle Using Genomic Prediction and RNA-seq [J].
Weber, Kristina L. ;
Welly, Bryan T. ;
Van Eenennaam, Alison L. ;
Young, Amy E. ;
Porto-Neto, Laercio R. ;
Reverter, Antonio ;
Rincon, Gonzalo .
PLOS ONE, 2016, 11 (03)
[89]   Mining long noncoding RNA in livestock [J].
Weikard, R. ;
Demasius, W. ;
Kuehn, C. .
ANIMAL GENETICS, 2017, 48 (01) :3-18
[90]   Systems Biology Analysis Merging Phenotype, Metabolomic and Genomic Data Identifies Non-SMC Condensin I Complex, Subunit G (NCAPG) and Cellular Maintenance Processes as Major Contributors to Genetic Variability in Bovine Feed Efficiency [J].
Widmann, Philipp ;
Reverter, Antonio ;
Weikard, Rosemarie ;
Suhre, Karsten ;
Hammon, Harald M. ;
Albrecht, Elke ;
Kuehn, Christa .
PLOS ONE, 2015, 10 (04)