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与阿根廷荷斯坦奶牛以及荷斯坦×泽西奶牛产奶量相关的候选基因中的单核苷酸多态性

Single nucleotide polymorphisms in candidate genes associated with milk yield in Argentinean Holstein and Holstein x Jersey cows.

作者信息

Raschia María Agustina, Nani Juan Pablo, Maizon Daniel Omar, Beribe María José, Amadio Ariel Fernando, Poli Mario Andrés

机构信息

1Instituto Nacional de Tecnología Agropecuaria (INTA), Centro de Investigación en Ciencias Veterinarias y Agronómicas (CICVyA), Instituto de Genética "Ewald A. Favret", Nicolás Repetto y de los Reseros s/n, Hurlingham, B1686 Argentina.

2Instituto Nacional de Tecnología Agropecuaria (INTA), Estación Experimental Agropecuaria Rafaela, Ruta Nacional 34 Km 227, Rafaela, Argentina.

出版信息

J Anim Sci Technol. 2018 Dec 12;60:31. doi: 10.1186/s40781-018-0189-1. eCollection 2018.

Abstract

BACKGROUND

Research on loci influencing milk production traits of dairy cattle is one of the main topics of investigation in livestock. Many genomic regions and polymorphisms associated with dairy production have been reported worldwide. In this context, the purpose of this study was to identify candidate loci associated with milk yield in Argentinean dairy cattle. A database of candidate genes and single nucleotide polymorphisms (SNPs) for milk production and composition was developed. Thirty-nine SNPs belonging to 22 candidate genes were genotyped on 1643 animals (Holstein and Holstein x Jersey). The genotypes obtained were subjected to association studies considering the whole population and discriminating the population by Holstein breed percentage. Phenotypic data consisted of milk production values recorded during the first lactation of 1156 Holstein and 462 Holstein x Jersey cows from 18 dairy farms located in the central dairy area of Argentina. From these records, 305-day cumulative milk production values were predicted.

RESULTS

Eight SNPs (rs43375517, rs29004488, rs132812135, rs137651874, rs109191047, rs135164815, rs43706485, and rs41255693), located on six autosomes (BTA4, BTA6, BTA19, BTA20, BTA22, and BTA26), showed suggestive associations with 305-day cumulative milk production (under Benjamini-Hochberg procedure with a false discovery rate of 0.1). Two of those SNPs (rs43375517 and rs135164815) were significantly associated with milk production (Bonferroni adjusted -values < 0.05) when considering the Holstein population.

CONCLUSIONS

The results obtained are consistent with previously reported associations in other Holstein populations. Furthermore, the SNPs found to influence bovine milk production in this study may be used as possible candidate SNPs for marker-assisted selection programs in Argentinean dairy cattle.

摘要

背景

影响奶牛产奶性状基因座的研究是家畜研究的主要课题之一。全球已报道了许多与奶牛生产相关的基因组区域和多态性。在此背景下,本研究的目的是鉴定阿根廷奶牛中与产奶量相关的候选基因座。构建了一个关于产奶量和成分的候选基因及单核苷酸多态性(SNP)数据库。对1643头动物(荷斯坦牛和荷斯坦×泽西牛)的22个候选基因中的39个SNP进行了基因分型。将获得的基因型进行关联研究,考虑整个群体,并按荷斯坦品种百分比区分群体。表型数据包括来自阿根廷中部奶牛养殖区18个奶牛场的1156头荷斯坦牛和462头荷斯坦×泽西牛在第一个泌乳期记录的产奶量值。根据这些记录预测了305天累计产奶量值。

结果

位于6条常染色体(BTA4、BTA6、BTA19、BTA20、BTA22和BTA26)上的8个SNP(rs43375517、rs29004488、rs132812135、rs137651874、rs109191047、rs135164815、rs43706485和rs41255693)显示出与305天累计产奶量有提示性关联(在Benjamini-Hochberg程序下,错误发现率为0.1)。当考虑荷斯坦牛群体时,其中2个SNP(rs43375517和rs135164815)与产奶量显著相关(Bonferroni校正P值<0.05)。

结论

获得的结果与先前在其他荷斯坦牛群体中报道的关联一致。此外,本研究中发现的影响奶牛产奶量的SNP可作为阿根廷奶牛标记辅助选择计划的可能候选SNP。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4529/6291960/68cdf40a5fa4/40781_2018_189_Fig1_HTML.jpg

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