Genome-wide detection of selective signatures in Simmental cattle

被引:23
作者
Fan, Huizhong [1 ]
Wu, Yang [1 ]
Qi, Xin [1 ]
Zhang, Jingjing [1 ,2 ]
Li, Juan [1 ]
Gao, Xue [1 ]
Zhang, Lupei [1 ]
Li, Junya [1 ]
Gao, HuiJiang [1 ]
机构
[1] Chinese Acad Agr Sci, Inst Anim Sci, Beijing 100193, Peoples R China
[2] Agr Univ Jilin, Coll Anim Sci & Technol, Changchun 130118, Peoples R China
基金
国家高技术研究发展计划(863计划);
关键词
Bovine genome; EHH test; Gene annotation; Selection signature; POSITIVE SELECTION; GENE; ASSOCIATION; CARCASS; DGAT1;
D O I
10.1007/s13353-014-0200-6
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
Artificial selection has greatly improved the beef production performance and changed its genetic basis. High-density SNP markers provide a way to track these changes and use selective signatures to search for the genes associated with artificial selection. In this study, we performed extended haplotype homozygosity (EHH) tests based on Illumina BovineSNP50 (54 K) Chip data from 942 Simmental cattle to identify significant core regions containing selective signatures, then verified the biological significance of these identified regions based on some commonly used bioinformatics analyses. A total of 224 regions over the whole genome in Simmental cattle showing the highest significance and containing some important functional genes, such as GHSR, TG and CANCNA2D1 were chosen. We also observed some significant terms in the enrichment analyses of second GO terms and KEGG pathways, indicating that these genes are associated with economically relevant cattle traits. This is the first detection of selection signature in Simmental cattle. Our findings significantly expand the selection signature map of the cattle genome, and identify functional candidate genes under positive selection for future genetic research.
引用
收藏
页码:343 / 351
页数:9
相关论文
共 27 条
[1]   The TG5 thyroglobulin gene test for a marbling quantitative trait loci evaluated in feedlot cattle [J].
Barendse, W ;
Bunch, R ;
Thomas, M ;
Armitage, S ;
Baud, S ;
Donaldson, N .
AUSTRALIAN JOURNAL OF EXPERIMENTAL AGRICULTURE, 2004, 44 (07) :669-674
[2]   Population genomics: Genome-wide sampling of insect populations [J].
Black, WC ;
Baer, CF ;
Antolin, MF ;
DuTeau, NM .
ANNUAL REVIEW OF ENTOMOLOGY, 2001, 46 :441-469
[3]   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
[4]  
Casas E, 2005, J ANIM SCI, V83, P13
[5]   Development of the mammary gland requires DGAT1 expression in stromal and epithelial tissues [J].
Cases, S ;
Zhou, P ;
Shillingford, JM ;
Wiseman, BS ;
Fish, JD ;
Angle, CS ;
Hennighausen, L ;
Werb, Z ;
Farese, RV .
DEVELOPMENT, 2004, 131 (13) :3047-3055
[6]   Genomic Location of the Bovine Growth Hormone Secretagogue Receptor (GHSR) Gene and Investigation of Genetic Polymorphism [J].
Colinet, F. G. ;
Vanderick, S. ;
Charloteaux, B. ;
Eggen, A. ;
Gengler, N. ;
Renaville, B. ;
Brasseur, R. ;
Portetelle, D. ;
Renaville, Robert .
ANIMAL BIOTECHNOLOGY, 2009, 20 (01) :28-33
[7]  
Fay JC, 2000, GENETICS, V155, P1405
[8]   The Genome Response to Artificial Selection: A Case Study in Dairy Cattle [J].
Flori, Laurence ;
Fritz, Sebastien ;
Jaffrezic, Florence ;
Boussaha, Mekki ;
Gut, Ivo ;
Heath, Simon ;
Foulley, Jean-Louis ;
Gautier, Mathieu .
PLOS ONE, 2009, 4 (08)
[9]   Genetic Polymorphisms of the CACNA2D1 Gene and Their Association with Carcass and Meat Quality Traits in Cattle [J].
Hou, Guan-Yu ;
Yuan, Zheng-Rong ;
Gao, Xue ;
Li, Jun-Ya ;
Gao, Hui-Jiang ;
Chen, Jin-Bao ;
Xu, Shang-Zhong .
BIOCHEMICAL GENETICS, 2010, 48 (9-10) :751-759
[10]   Bioinformatics enrichment tools: paths toward the comprehensive functional analysis of large gene lists [J].
Huang, Da Wei ;
Sherman, Brad T. ;
Lempicki, Richard A. .
NUCLEIC ACIDS RESEARCH, 2009, 37 (01) :1-13