Genome-wide analysis reveals the effects of artificial selection on production and meat quality traits in Qinchuan cattle

被引:38
作者
Mei, Chugang [1 ]
Wang, Hongcheng [1 ,2 ]
Liao, Qijun [3 ]
Khan, Rajwali [1 ]
Raza, Sayed Haidar Abbas [1 ]
Zhao, Chunping [1 ]
Wang, Hongbao [1 ]
Cheng, Gong [1 ]
Tian, Wanqiang [4 ]
Li, Yaokun [5 ]
Zan, Linsen [1 ,6 ]
机构
[1] Northwest A&F Univ, Coll Anim Sci & Technol, Yangling 712100, Shaanxi, Peoples R China
[2] Guizhou Normal Univ, Coll Life Sci, Guiyang 550001, Guizhou, Peoples R China
[3] BGI Shenzhen, BGI Genom, Shenzhen 518083, Peoples R China
[4] Yangling Vocat & Tech Coll, Yangling 712100, Shaanxi, Peoples R China
[5] South China Agr Univ, Coll Anim Sci & Technol, Guangzhou 510642, Guangdong, Peoples R China
[6] Natl Beef Cattle Improvement Ctr, Yangling 712100, Shaanxi, Peoples R China
关键词
Qinchuan cattle; Genome sequencing; Breeding; Selection; RII-BETA-SUBUNIT; GENE-EXPRESSION; READ ALIGNMENT; WHOLE; POLYMORPHISMS; ASSOCIATION; RECEPTOR;
D O I
10.1016/j.ygeno.2018.09.021
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
A new strain of Qinchuan cattle (QNS) has been obtained after more than forty years of selective breeding, and it shows good performance and production traits. To characterize the genetic changes that have resulted from breeding, we sequenced 10 QNS and 10 of the original breed Qinchuan cattle (QCC) for the first time, with average of 12.5-fold depth. A total of 31,242,284 and 29,612,517 SNPs were identified in the QCC and QNS genomes, 47.81% and 44.36% of which were found to be novel, respectively. Furthermore, population structure analysis revealed the selection that these cattle had experienced. Then, 332 and 571 potential selected genes were obtained, associated with enhanced immunity and acclimatization in QCC (CD5, SMARCA2, CATHL2, etc.) and production or meat quality traits in QNS (PLCD3, MB, PPARGC1A, etc.). These results revealed the efforts of selective breeding for Chinese Qinchuan cattle, and will be helpful for future cattle breeding.
引用
收藏
页码:1201 / 1208
页数:8
相关论文
共 83 条
[1]   CNVnator: An approach to discover, genotype, and characterize typical and atypical CNVs from family and population genome sequencing [J].
Abyzov, Alexej ;
Urban, Alexander E. ;
Snyder, Michael ;
Gerstein, Mark .
GENOME RESEARCH, 2011, 21 (06) :974-984
[2]   Novel Insights into the Bovine Polled Phenotype and Horn Ontogenesis in Bovidae [J].
Allais-Bonnet, Aurelie ;
Grohs, Cecile ;
Medugorac, Ivica ;
Krebs, Stefan ;
Djari, Anis ;
Graf, Alexander ;
Fritz, Sebastien ;
Seichter, Doris ;
Baur, Aurelia ;
Russ, Ingolf ;
Bouet, Stephan ;
Rothammer, Sophie ;
Wahlberg, Per ;
Esquerre, Diane ;
Hoze, Chris ;
Boussaha, Mekki ;
Weiss, Bernard ;
Thepot, Dominique ;
Fouilloux, Marie-Noelle ;
Rossignol, Marie-Noelle ;
van Marle-Koster, Este ;
Hreidarsdottir, Gunnfridur Elin ;
Barbey, Sarah ;
Dozias, Dominique ;
Cobo, Emilie ;
Reverse, Patrick ;
Catros, Olivier ;
Marchand, Jean-Luc ;
Soulas, Pascal ;
Roy, Pierre ;
Marquant-Leguienne, Brigitte ;
Le Bourhis, Daniel ;
Clement, Laetitia ;
Salas-Cortes, Laura ;
Venot, Eric ;
Pannetier, Maelle ;
Phocas, Florence ;
Klopp, Christophe ;
Rocha, Dominique ;
Fouchet, Michel ;
Journaux, Laurent ;
Bernard-Capel, Carine ;
Ponsart, Claire ;
Eggen, Andre ;
Blum, Helmut ;
Gallard, Yves ;
Boichard, Didier ;
Pailhoux, Eric ;
Capitan, Aurelien .
PLOS ONE, 2013, 8 (05)
[3]   The core transcriptome of mammalian placentas and the divergence of expression with placental shape [J].
Armstrong, Don L. ;
McGowen, Michael R. ;
Weckle, Amy ;
Pantham, Priyadarshini ;
Caravas, Jason ;
Agnew, Dalen ;
Benirschke, Kurt ;
Savage-Rumbaugh, Sue ;
Nevo, Eviatar ;
Kim, Chong J. ;
Wagner, Gunter P. ;
Romero, Roberto ;
Wildman, Derek E. .
PLACENTA, 2017, 57 :71-78
[4]   Haploview: analysis and visualization of LD and haplotype maps [J].
Barrett, JC ;
Fry, B ;
Maller, J ;
Daly, MJ .
BIOINFORMATICS, 2005, 21 (02) :263-265
[5]   Expression of a Dominant Negative CELF Protein In Vivo Leads to Altered Muscle Organization, Fiber Size, and Subtype [J].
Berger, Dara S. ;
Moyer, Michelle ;
Kliment, Gregory M. ;
van Lunteren, Erik ;
Ladd, Andrea N. .
PLOS ONE, 2011, 6 (04)
[6]  
BERGER DS, 2012, PLOS CURR, V4, DOI DOI 10.1371/CURRENTS.RRN1305
[7]   MicroRNA-30c inhibits human breast tumour chemotherapy resistance by regulating TWF1 and IL-11 [J].
Bockhorn, Jessica ;
Dalton, Rachel ;
Nwachukwu, Chika ;
Huang, Simo ;
Prat, Aleix ;
Yee, Kathy ;
Chang, Ya-Fang ;
Huo, Dezheng ;
Wen, Yujia ;
Swanson, Kaitlin E. ;
Qiu, Tyler ;
Lu, Jun ;
Park, Seo Young ;
Dolan, M. Eileen ;
Perou, Charles M. ;
Olopade, Olufunmilayo I. ;
Clarke, Michael F. ;
Greene, Geoffrey L. ;
Liu, Huiping .
NATURE COMMUNICATIONS, 2013, 4
[8]   Rapid and accurate haplotype phasing and missing-data inference for whole-genome association studies by use of localized haplotype clustering [J].
Browning, Sharon R. ;
Browning, Brian L. .
AMERICAN JOURNAL OF HUMAN GENETICS, 2007, 81 (05) :1084-1097
[9]   Deficiency of Sorting Nexin 27 (SNX27) Leads to Growth Retardation and Elevated Levels of N-Methyl-D-Aspartate Receptor 2C (NR2C) [J].
Cai, Lei ;
Loo, Li Shen ;
Atlashkin, Vadim ;
Hanson, Brendon J. ;
Hong, Wanjin .
MOLECULAR AND CELLULAR BIOLOGY, 2011, 31 (08) :1734-1747
[10]   Whole-Genome Resequencing Analysis of Hanwoo and Yanbian Cattle to Identify Genome-Wide SNPs and Signatures of Selection [J].
Choi, Jung-Woo ;
Choi, Bong-Hwan ;
Lee, Seung-Hwan ;
Lee, Seung-Soo ;
Kim, Hyeong-Cheol ;
Yu, Dayeong ;
Chung, Won-Hyong ;
Lee, Kyung-Tai ;
Chai, Han-Ha ;
Cho, Yong-Min ;
Lim, Dajeong .
MOLECULES AND CELLS, 2015, 38 (05) :466-473