Genome-Wide Association Analyses of Fertility Traits in Beef Heifers

被引:14
|
作者
Stegemiller, Morgan R. [1 ]
Murdoch, Gordon K. [1 ,2 ]
Rowan, Troy N. [3 ]
Davenport, Kimberly M. [1 ]
Becker, Gabrielle M. [1 ]
Hall, John B. [1 ,4 ]
Murdoch, Brenda M. [1 ,5 ]
机构
[1] Univ Idaho, Dept Anim Vet & Food Sci, Moscow, ID 83843 USA
[2] Washington State Univ, Dept Anim Sci, Pullman, WA 99164 USA
[3] Univ Missouri, Div Anim Sci, Columbia, MO 65211 USA
[4] Univ Idaho, Nancy M Cummings Res Educ & Extens Ctr, Carmen, ID 83462 USA
[5] Washington State Univ, Ctr Reprod Biol, Pullman, WA 99164 USA
关键词
GWAS; crossbred beef heifers; imputed; antral follicle count; reproductive tract score; ANTRAL FOLLICLE COUNT; RESIDUAL FEED-INTAKE; GREATER-THAN-OR-EQUAL-TO-3; MM; TRANSCRIPTION FACTORS; GRANULOSA-CELLS; DAIRY HEIFERS; BETA-CATENIN; TARGET GENES; EXPRESSION; HORMONE;
D O I
10.3390/genes12020217
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
The ability of livestock to reproduce efficiently is critical to the sustainability of animal agriculture. Antral follicle count (AFC) and reproductive tract scores (RTS) can be used to estimate fertility in beef heifers, but the genetic mechanisms influencing variation in these measures are not well understood. Two genome-wide association studies (GWAS) were conducted to identify the significant loci associated with these traits. In total, 293 crossbred beef heifers were genotyped on the Bovine GGP 50K chip and genotypes were imputed to 836,121 markers. A GWAS was performed with the AFC phenotype for 217 heifers with a multi-locus mixed model, conducted using the year, age at time of sampling and principal component analysis groupings as the covariates. The RTS GWAS was performed with 289 heifers using an additive correlation/trend test comparing prepubertal to pubertal heifers. The loci on chromosomes 2, 3 and 23 were significant in the AFC GWAS and the loci on chromosomes 2, 8, 10 and 11 were significant in the RTS GWAS. The significant region on chromosome 2 was similar between both analyses. These regions contained genes associated with cell proliferation, transcription, apoptosis and development. This study proposes candidate genes for beef cattle fertility, although future research is needed to elucidate the precise mechanisms.
引用
收藏
页码:1 / 15
页数:15
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