Sonali Sonejita Nayak, Manjit Panigrahi, Divya Rajawat, Kanika Ghildiyal, Anurodh Sharma, Subhashree Parida, Bharat Bhushan, B P Mishra, Triveni Dutt
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In this study, we carried out a thorough genome-wide investigation of selection signatures using bovine 50K SNP data. We have included the genotyped data of two taurine, two crossbreds, and five indicine cattle breeds, for a total of 320 animals. During the 1950s, these indicine (cebuine) cattle breeds were exported with the aim of enhancing the resilience of taurine breeds in Western countries. For this study, we employed seven summary statistics, including intra-population, i.e., Tajima's D, CLR, iHS, and ROH and inter-population statistics, i.e., F<sub>ST</sub>, XP-EHH, and Rsb. The NCBI database, PANTHER 17.0, and CattleQTL database were used for annotation after finding the important areas under selection. Some genes, including EPHA6, CTNNA2, NPFFR2, HS6ST3, NPR3, KCNIP4, LIPK, SDCBP, CYP7A1, NSMAF, UBXN2B, UGDH, UBE2K, and DAB1, were shown to be shared by three or more different approaches. Therefore, it gives evidence of the most intense selection in these areas. These genes are mostly linked to milk production and adaptability traits. 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引用次数: 0
摘要
当前研究的主要目的是定位、注释和强调牛基因组中正在进行强烈阳性选择的特定区域。在这里,我们分析了杂交(Bos taurus X Bos indicus)、牛磺酸(Bos taurus)和印度牛(Bos inditus)品种的选择特征。印度各地的印度牛品种以其较高的耐热性和抗病能力而闻名。更多的品种和更多的方法可以更好地理解选择特征。因此,我们利用七种不同的汇总统计数据对九种不同的牛品种进行了研究,这是一种相当广泛的方法。在这项研究中,我们使用牛50K SNP数据对选择特征进行了全面的全基因组调查。我们纳入了两种牛磺酸、两种杂交牛和五种印度牛品种的基因型数据,共320只动物。在20世纪50年代,这些印度牛品种被出口,目的是提高牛磺酸品种在西方国家的适应力。在本研究中,我们使用了七个汇总统计数据,包括群体内统计数据,即Tajima的D、CLR、iHS和ROH,以及群体间统计数据,如FST、XP-EHH和Rsb。NCBI数据库、PANTHER 17.0和CattleQTL数据库在找到所选的重要区域后用于注释。一些基因,包括EPHA6、CTNNA2、NPFFR2、HS6ST3、NPR3、KCNIP4、LIPK、SDCBP、CYP7A1、NSMAF、UBXN2B、UGDH、UBE2K和DAB1,被证明通过三种或多种不同的方法共享。因此,它提供了这些地区最激烈的选择的证据。这些基因主要与牛奶生产和适应性特征有关。这项研究还揭示了包含对许多生物功能至关重要的基因的选择区域,包括与牛奶生产、外壳颜色、葡萄糖代谢、氧化应激反应、免疫和昼夜节律相关的基因。
Comprehensive selection signature analyses in dairy cattle exploiting purebred and crossbred genomic data.
The main objective of the current research was to locate, annotate, and highlight specific areas of the bovine genome that are undergoing intense positive selection. Here, we are analyzing selection signatures in crossbred (Bos taurus X Bos indicus), taurine (Bos taurus), and indicine (Bos indicus) cattle breeds. Indicine cattle breeds found throughout India are known for their higher heat tolerance and disease resilience. More breeds and more methods can provide a better understanding of the selection signature. So, we have worked on nine distinct cattle breeds utilizing seven different summary statistics, which is a fairly extensive approach. In this study, we carried out a thorough genome-wide investigation of selection signatures using bovine 50K SNP data. We have included the genotyped data of two taurine, two crossbreds, and five indicine cattle breeds, for a total of 320 animals. During the 1950s, these indicine (cebuine) cattle breeds were exported with the aim of enhancing the resilience of taurine breeds in Western countries. For this study, we employed seven summary statistics, including intra-population, i.e., Tajima's D, CLR, iHS, and ROH and inter-population statistics, i.e., FST, XP-EHH, and Rsb. The NCBI database, PANTHER 17.0, and CattleQTL database were used for annotation after finding the important areas under selection. Some genes, including EPHA6, CTNNA2, NPFFR2, HS6ST3, NPR3, KCNIP4, LIPK, SDCBP, CYP7A1, NSMAF, UBXN2B, UGDH, UBE2K, and DAB1, were shown to be shared by three or more different approaches. Therefore, it gives evidence of the most intense selection in these areas. These genes are mostly linked to milk production and adaptability traits. This study also reveals selection regions that contain genes which are crucial to numerous biological functions, including those associated with milk production, coat color, glucose metabolism, oxidative stress response, immunity and circadian rhythms.
期刊介绍:
Mammalian Genome focuses on the experimental, theoretical and technical aspects of genetics, genomics, epigenetics and systems biology in mouse, human and other mammalian species, with an emphasis on the relationship between genotype and phenotype, elucidation of biological and disease pathways as well as experimental aspects of interventions, therapeutics, and precision medicine. The journal aims to publish high quality original papers that present novel findings in all areas of mammalian genetic research as well as review articles on areas of topical interest. The journal will also feature commentaries and editorials to inform readers of breakthrough discoveries as well as issues of research standards, policies and ethics.