Genomewide Association Analyses of Lactation Persistency and Milk Production Traits in Holstein Cattle Based on Imputed Whole-Genome Sequence Data

被引:70
作者
Pedrosa, Victor B. [1 ,2 ]
Schenkel, Flavio S. [3 ]
Chen, Shi-Yi [1 ,4 ]
Oliveira, Hinayah R. [1 ,3 ]
Casey, Theresa M. [1 ]
Melka, Melkaye G. [5 ]
Brito, Luiz F. [1 ]
机构
[1] Purdue Univ, Dept Anim Sci, W Lafayette, IN 47907 USA
[2] Univ Estadual Ponta Grossa, Dept Anim Sci, BR-84030900 Ponta Grossa, Parana, Brazil
[3] Univ Guelph, Ctr Genet Improvement Livestock, Dept Anim Biosci, Guelph, ON N1G 2W1, Canada
[4] Sichuan Agr Univ, Coll Anim Sci & Technol, Farm Anim Genet Resources Explorat & Innovat Key, Chengdu 611130, Peoples R China
[5] Univ Wisconsin, Dept Anim & Food Sci, River Falls, WI 54022 USA
关键词
dairy cattle; extended lactation; genetic variants; genomewide association study; GWAS; QTL; ECONOMICALLY IMPORTANT TRAITS; WIDE ASSOCIATION; CANDIDATE GENES; DAIRY-CATTLE; YIELD; VARIANTS; IDENTIFICATION; CHINESE; PROTEIN; COWS;
D O I
10.3390/genes12111830
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Lactation persistency and milk production are among the most economically important traits in the dairy industry. In this study, we explored the association of over 6.1 million imputed whole-genome sequence variants with lactation persistency (LP), milk yield (MILK), fat yield (FAT), fat percentage (FAT%), protein yield (PROT), and protein percentage (PROT%) in North American Holstein cattle. We identified 49, 3991, 2607, 4459, 805, and 5519 SNPs significantly associated with LP, MILK, FAT, FAT%, PROT, and PROT%, respectively. Various known associations were confirmed while several novel candidate genes were also revealed, including ARHGAP35, NPAS1, TMEM160, ZC3H4, SAE1, ZMIZ1, PPIF, LDB2, ABI3, SERPINB6, and SERPINB9 for LP; NIM1K, ZNF131, GABRG1, GABRA2, DCHS1, and SPIDR for MILK; NR6A1, OLFML2A, EXT2, POLD1, GOT1, and ETV6 for FAT; DPP6, LRRC26, and the KCN gene family for FAT%; CDC14A, RTCA, HSTN, and ODAM for PROT; and HERC3, HERC5, LALBA, CCL28, and NEURL1 for PROT%. Most of these genes are involved in relevant gene ontology (GO) terms such as fatty acid homeostasis, transporter regulator activity, response to progesterone and estradiol, response to steroid hormones, and lactation. The significant genomic regions found contribute to a better understanding of the molecular mechanisms related to LP and milk production in North American Holstein cattle.
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