Mapping genes for complex traits in domestic animals and their use in breeding programmes

被引:724
作者
Goddard, Michael E. [1 ,2 ]
Hayes, Ben J. [2 ]
机构
[1] Univ Melbourne, Dept Agr & Food Syst, Parkville, Vic 3010, Australia
[2] Dept Primary Ind, Biosci Res Div, Bundoora, Vic 3083, Australia
关键词
EFFECTIVE POPULATION-SIZE; LINKAGE DISEQUILIBRIUM; DAIRY-CATTLE; FOOD CONVERSION; HOLSTEIN CATTLE; MYOSTATIN GENE; GENOME SCAN; DGAT1; GENE; LOCI; MUTATION;
D O I
10.1038/nrg2575
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Genome-wide panels of SNPs have recently been used in domestic animal species to map and identify genes for many traits and to select genetically desirable livestock. This has led to the discovery of the causal genes and mutations for several single-gene traits but not for complex traits. However, the genetic merit of animals can still be estimated by genomic selection, which uses genome-wide SNP panels as markers and statistical methods that capture the effects of large numbers of SNPs simultaneously. This approach is expected to double the rate of genetic improvement per year in many livestock systems.
引用
收藏
页码:381 / 391
页数:11
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