Identification of Loci and Pathways Associated with Heifer Conception Rate in US Holsteins

被引:23
|
作者
Galliou, Justine M. [1 ,2 ]
Kiser, Jennifer N. [1 ,2 ]
Oliver, Kayleen F. [1 ,2 ]
Seabury, Christopher M. [3 ]
Moraes, Joao G. N. [4 ]
Burns, Gregory W. [4 ]
Spencer, Thomas E. [4 ]
Dalton, Joseph [5 ]
Neibergs, Holly L. [1 ,2 ]
机构
[1] Washington State Univ, Dept Anim Sci, Pullman, WA 99164 USA
[2] Washington State Univ, Ctr Reprod Biol, Pullman, WA 99164 USA
[3] Texas A&M Univ, Coll Vet Med, Dept Vet Pathobiol, College Stn, TX 77843 USA
[4] Univ Missouri, Div Anim Sci, Columbia, MO 65211 USA
[5] Univ Idaho, Dept Anim & Vet Sci, Caldwell, ID 83844 USA
基金
美国食品与农业研究所;
关键词
dairy heifer; genomic selection; loci; conception rate; COPY-NUMBER VARIATION; LINKAGE DISEQUILIBRIUM; DAIRY-CATTLE; POTASSIUM CHANNELS; FERTILITY; EXPRESSION; PROTEIN; GENE; PREGNANCY; DOMAINS;
D O I
10.3390/genes11070767
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Heifer conception rate (HCR) is defined as the percentage of inseminated heifers that become pregnant at each service. The genome-wide association analyses in this study focused on identifying the loci associated with Holstein heifer (n= 2013) conception rate at first service (HCR1) and the number of times bred (TBRD) to achieve a pregnancy. There were 348 unique loci associated (p< 5 x 10(-8)) with HCR1 and 615 unique loci associated (p< 5 x 10(-8)) with TBRD. The two phenotypes shared 302 loci, and 56 loci were validated in independent cattle populations. There were 52 transcription factor binding sites (TFBS) and 552 positional candidate genes identified in the HCR1- and TBRD-associated loci. The positional candidate genes and the TFBS associated with HCR1 and TBRD were used in the ingenuity pathway analysis (IPA). In the IPA, 11 pathways, 207 master regulators and 11 upstream regulators were associated (p< 1.23 x 10(-5)) with HCR1 and TBRD. The validated loci associated with both HCR1 and TBRD make good candidates for genomic selection and further investigations to elucidate the mechanisms associated with subfertility and infertility.
引用
收藏
页码:1 / 20
页数:20
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