Cheruiyot Evans Kiptoo, Bett Rawlynce Cheruiyot, Amimo Joshua Oluoch, Zhang Yi, Mrode Raphael, Mujibi Fidalis D N
Department of Animal Production, College of Agriculture and Veterinary Sciences, University of Nairobi, Nairobi, Kenya.
USOMI Limited, Nairobi, Kenya.
Front Genet. 2018 Dec 19;9:607. doi: 10.3389/fgene.2018.00607. eCollection 2018.
Multiple studies have investigated selection signatures in domestic cattle and other species. However, there is a dearth of information about the response to selection in genomes of highly admixed crossbred cattle in relation to production and adaptation to tropical environments. In this study, we evaluated 839 admixed crossbred cows sampled from two major dairy regions in Tanzania namely Rungwe and Lushoto districts, in order to understand their genetic architecture and detect genomic regions showing preferential selection. Animals were genotyped at 150,000 SNP loci using the Geneseek Genomic Profiler (GGP) High Density (HD) SNP array. Population structure analysis showed a large within-population genetic diversity in the study animals with a high degree of variation in admixture ranging between 7 and 100% taurine genes (dairyness) of mostly Holstein and Friesian ancestry. We explored evidence of selection signatures using three statistical methods (iHS, XP-EHH, and pcadapt). Selection signature analysis identified 108 candidate selection regions in the study population. Annotation of these regions yielded interesting genes potentially under strong positive selection including ABCG2, ABCC2, XKR4, LYN, TGS1, TOX, HERC6, KIT, PLAG1, CHCHD7, NCAPG, and LCORL that are involved in multiple biological pathways underlying production and adaptation processes. Several candidate selection regions showed an excess of African taurine ancestral allele dosage. Our results provide further useful insight into potential selective sweeps in the genome of admixed cattle with possible adaptive and productive importance. Further investigations will be necessary to better characterize these candidate regions with respect to their functional significance to tropical adaptations for dairy cattle.
多项研究调查了家牛及其他物种的选择印记。然而,关于高度混杂的杂交牛基因组在生产和适应热带环境方面对选择的响应,相关信息却十分匮乏。在本研究中,我们评估了从坦桑尼亚两个主要奶牛产区(伦圭区和卢肖托区)采集的839头混杂杂交母牛,以了解它们的遗传结构并检测显示出优先选择的基因组区域。使用Geneseek基因组分析仪(GGP)高密度(HD)SNP芯片对动物进行了150,000个SNP位点的基因分型。群体结构分析表明,研究动物群体内部存在较大的遗传多样性,其混杂程度差异很大,荷斯坦和弗里斯兰血统的牛磺酸基因(产奶性状)比例在7%至100%之间。我们使用三种统计方法(iHS、XP - EHH和pcadapt)探索了选择印记的证据。选择印记分析在研究群体中确定了108个候选选择区域。对这些区域的注释产生了可能受到强烈正选择的有趣基因,包括ABCG2、ABCC2、XKR4、LYN、TGS1、TOX、HERC6、KIT、PLAG1、CHCHD7、NCAPG和LCORL,这些基因参与了生产和适应过程背后的多种生物学途径。几个候选选择区域显示非洲牛磺酸祖先等位基因剂量过高。我们的结果为混杂牛基因组中可能具有适应性和生产重要性的潜在选择性清除提供了进一步有用的见解。有必要进行进一步研究,以更好地描述这些候选区域对于奶牛热带适应的功能意义。