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通过全基因组分析鉴定夏洛莱肉牛的选择特征。

Signatures of selection in Charolais beef cattle identified by genome-wide analysis.

机构信息

Facultad de Zootecnia y Ecología, Universidad Autónoma de Chihuahua, Chihuahua, Chihuahua, México.

Centro de Biotecnología Genómica, Instituto Politécnico Nacional, Reynosa, Tamaulipas, México.

出版信息

J Anim Breed Genet. 2019 Sep;136(5):378-389. doi: 10.1111/jbg.12399. Epub 2019 Apr 24.

DOI:10.1111/jbg.12399
PMID:31020734
Abstract

Charolais cattle are one of the most important breeds for meat production worldwide; in México, its selection is mainly made by live weight traits. One strategy for mapping important genomic regions that might influence productive traits is the identification of signatures of selection. This type of genomic features contains loci with extended linkage disequilibrium (LD) and homozygosity patterns that are commonly associated with sites of quantitative trait locus (QTL). Therefore, the objective of this study was to identify the signatures of selection in Charolais cattle genotyped with the GeneSeek Genomic Profiler Bovine HD panel consisting of 77 K single nucleotide polymorphisms (SNPs). A total 61,311 SNPs and 819 samples were used for the analysis. Identification of signatures of selection was carried out using the integrated haplotype score (iHS) methodology implemented in the rehh R package. The top ten SNPs with the highest piHS values were located on BTA 4, 5, 6 and 14. By identifying markers in LD with top ten SNPs, the candidate regions defined were mapped to 52.8-59.3 Mb on BTA 4; 67.5-69.3 on BTA 5; 39.5-41.0 Mb on BTA 6; and 26.4-29.6 Mb on BTA 14. The comparison of these candidate regions with the bovine QTLdb effectively confirmed the association (p < 0.05) with QTL related to growth traits and other important productive traits. The genomic regions identified in this study indicated selection for growth traits on the Charolais population via the conservation of haplotypes on various chromosomes. These genomic regions and their associated genes could serve as the basis for haplotype association studies and for the identification of causal genes related to growth traits.

摘要

夏洛莱牛是全球最重要的肉用品种之一;在墨西哥,其选择主要基于活重性状。一种用于定位可能影响生产性状的重要基因组区域的策略是鉴定选择信号。这种基因组特征包含具有扩展连锁不平衡 (LD) 和纯合模式的基因座,这些特征通常与数量性状基因座 (QTL) 位点相关。因此,本研究的目的是鉴定使用 GeneSeek Genomic Profiler Bovine HD 面板(包含 77,000 个单核苷酸多态性 (SNP))对夏洛莱牛进行基因分型的选择信号。共使用了 61,311 个 SNP 和 819 个样本进行分析。使用 rehh R 包中实现的整合单倍型评分 (iHS) 方法进行选择信号的鉴定。具有最高 piHS 值的前 10 个 SNP 位于 BTA 4、5、6 和 14 上。通过与前 10 个 SNP 处于 LD 的标记进行鉴定,定义的候选区域映射到 BTA 4 上的 52.8-59.3 Mb;BTA 5 上的 67.5-69.3 Mb;BTA 6 上的 39.5-41.0 Mb;BTA 14 上的 26.4-29.6 Mb。将这些候选区域与牛 QTLdb 进行比较,有效地证实了与生长性状和其他重要生产性状相关的 QTL 的关联 (p<0.05)。本研究中鉴定的基因组区域表明,夏洛莱牛群体通过在不同染色体上保存单倍型,选择了生长性状。这些基因组区域及其相关基因可以作为单倍型关联研究的基础,并有助于鉴定与生长性状相关的因果基因。

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