Department of Animal Science, School of Agriculture and Biology, Shanghai Jiao Tong University, 200240, Shanghai, PR China.
Shanghai Dairy Cattle Breeding Centre Co., Ltd, 201901, Shanghai, P.R. China.
BMC Genomics. 2021 Oct 15;22(1):747. doi: 10.1186/s12864-021-08042-x.
Over several decades, a wide range of natural and artificial selection events in response to subtropical environments, intensive pasture and intensive feedlot systems have greatly changed the customary behaviour, appearance, and important economic traits of Shanghai Holstein cattle. In particular, the longevity of the Shanghai Holstein cattle population is generally short, approximately the 2nd to 3rd lactation. In this study, two complementary approaches, integrated haplotype score (iHS) and runs of homozygosity (ROH), were applied for the detection of selection signatures within the genome using genotyping by genome-reduced sequence data from 1092 cows.
In total, 101 significant iHS genomic regions containing selection signatures encompassing a total of 256 candidate genes were detected. There were 27 significant |iHS| genomic regions with a mean |iHS| score > 2. The average number of ROH per individual was 42.15 ± 25.47, with an average size of 2.95 Mb. The length of 78 % of the detected ROH was within the range of 1-2 MB and 2-4 MB, and 99 % were shorter than 8 Mb. A total of 168 genes were detected in 18 ROH islands (top 1 %) across 16 autosomes, in which each SNP showed a percentage of occurrence > 30 %. There were 160 and 167 genes associated with the 52 candidate regions within health-related QTL intervals and 59 candidate regions within reproduction-related QTL intervals, respectively. Annotation of the regions harbouring clustered |iHS| signals and candidate regions for ROH revealed a panel of interesting candidate genes associated with adaptation and economic traits, such as IL22RA1, CALHM3, ITGA9, NDUFB3, RGS3, SOD2, SNRPA1, ST3GAL4, ALAD, EXOSC10, and MASP2. In a further step, a total of 1472 SNPs in 256 genes were matched with 352 cis-eQTLs in 21 tissues and 27 trans-eQTLs in 6 tissues. For SNPs located in candidate regions for ROH, a total of 108 cis-eQTLs in 13 tissues and 4 trans-eQTLs were found for 1092 SNPs. Eighty-one eGenes were significantly expressed in at least one tissue relevant to a trait (P value < 0.05) and matched the 256 genes detected by iHS. For the 168 significant genes detected by ROH, 47 gene-tissue pairs were significantly associated with at least one of the 37 traits.
We provide a comprehensive overview of selection signatures in Shanghai Holstein cattle genomes by combining iHS and ROH. Our study provides a list of genes associated with immunity, reproduction and adaptation. For functional annotation, the cGTEx resource was used to interpret SNP-trait associations. The results may facilitate the identification of genes relevant to important economic traits and can help us better understand the biological processes and mechanisms affected by strong ongoing natural or artificial selection in livestock populations.
几十年来,上海荷斯坦奶牛为适应亚热带环境、集约牧场和密集饲养场系统,经历了广泛的自然和人工选择事件,其常规行为、外貌和重要经济性状发生了巨大变化。特别是,上海荷斯坦奶牛种群的寿命普遍较短,大约在第 2 到第 3 次泌乳期。在这项研究中,我们使用基因组简化序列数据对 1092 头奶牛进行基因分型,应用整合单倍型评分(iHS)和纯合区域(ROH)两种互补方法,在基因组中检测选择特征。
共检测到 101 个包含选择特征的显著 iHS 基因组区域,这些区域共包含 256 个候选基因。有 27 个显著的 |iHS| 基因组区域的 |iHS| 评分均值>2。每个个体的 ROH 数量平均为 42.15±25.47,平均大小为 2.95 Mb。检测到的 ROH 中 78%的长度在 1-2 Mb 和 2-4 Mb 之间,99%的长度都短于 8 Mb。在 16 条常染色体上的 18 个 ROH 岛(前 1%)中总共检测到 168 个基因,其中每个 SNP 的出现百分比都>30%。在与健康相关的 QTL 区间内的 52 个候选区域和与繁殖相关的 QTL 区间内的 59 个候选区域内分别有 160 和 167 个基因与候选区域相关。对聚集 |iHS| 信号的区域和 ROH 的候选区域进行注释,揭示了一系列与适应和经济性状相关的有趣候选基因,如 IL22RA1、CALHM3、ITGA9、NDUFB3、RGS3、SOD2、SNRPA1、ST3GAL4、ALAD、EXOSC10 和 MASP2。进一步的,在 256 个基因中共有 1472 个 SNP 与 21 个组织中的 352 个顺式-eQTL 和 6 个组织中的 27 个反式-eQTL 相匹配。对于位于 ROH 候选区域的 SNP,在 13 个组织中总共发现了 108 个顺式-eQTL,在 1092 个 SNP 中发现了 4 个反式-eQTL。在至少一个与性状相关的组织中有 81 个 eGene 表达显著(P 值<0.05),与 iHS 检测到的 256 个基因相匹配。对于 ROH 检测到的 168 个显著基因,有 47 个基因-组织对与 37 个性状中的至少一个显著相关。
我们通过结合 iHS 和 ROH 方法,对上海荷斯坦奶牛基因组中的选择特征进行了全面概述。我们的研究提供了与免疫、繁殖和适应相关的基因列表。对于功能注释,我们使用 cGTEx 资源来解释 SNP-性状关联。这些结果可能有助于识别与重要经济性状相关的基因,并帮助我们更好地理解受强烈自然或人工选择影响的家畜群体中的生物过程和机制。