Animal Biotechnology Division, ICAR-National Bureau of Animal Genetic Resources, Karnal, Haryana, India.
Animal Biotechnology Center, ICAR-National Dairy Research Institute, Karnal, Haryana, India.
Sci Rep. 2023 Jun 9;13(1):9379. doi: 10.1038/s41598-023-32418-6.
The present investigation aimed to identify genome wide SNPs and to carry out diversity and population structure study using ddRAD-seq based genotyping of 58 individuals of six indigenous milch cattle breeds (Bos indicus) such as Sahiwal, Gir, Rathi, Tharparkar, Red Sindhi and Kankrej of India. A high percentage of reads (94.53%) were mapped to the Bos taurus (ARS-UCD1.2) reference genome assembly. Following filtration criteria, a total of 84,027 high quality SNPs were identified across the genome of 6 cattle breeds with the highest number of SNPs observed in Gir (34,743), followed by Red Sindhi (13,092), Kankrej (12,812), Sahiwal (8956), Tharparkar (7356) and Rathi (7068). Most of these SNPs were distributed in the intronic regions (53.87%) followed by intergenic regions (34.94%) while only 1.23% were located in the exonic regions. Together with analysis of nucleotide diversity (π = 0.373), Tajima's D (D value ranging from - 0.295 to 0.214), observed heterozygosity (H ranging from 0.464 to 0.551), inbreeding coefficient (F ranging from - 0.253 to 0.0513) suggested for the presence of sufficient within breed diversity in the 6 major milch breeds of India. The phylogenetic based structuring, principal component and admixture analysis revealed genetic distinctness as well as purity of almost all of the 6 cattle breeds. Overall, our strategy has successfully identified thousands of high-quality genome wide SNPs that will further enrich the Bos indicus representation basic information about genetic diversity and structure of 6 major Indian milch cattle breeds which should have implications for better management and conservation of valuable indicine cattle diversity.
本研究旨在鉴定全基因组 SNP,并利用 ddRAD-seq 对印度 6 个本土乳用牛品种(印度野牛)的 58 个个体进行多样性和群体结构研究,这 6 个品种分别是萨希瓦尔牛、吉尔牛、拉蒂牛、塔尔帕克牛、红头印度牛和卡恩克里牛。高达 94.53%的reads 被映射到 Bos taurus(ARS-UCD1.2)参考基因组组装上。经过过滤标准,在 6 个牛品种的基因组中共鉴定出 84027 个高质量 SNP,其中吉尔牛的 SNP 数量最多(34743 个),其次是红头印度牛(13092 个)、卡恩克里牛(12812 个)、萨希瓦尔牛(8956 个)、塔尔帕克牛(7356 个)和拉蒂牛(7068 个)。这些 SNP 大多数分布在内含子区域(53.87%),其次是基因间区域(34.94%),而只有 1.23%位于外显子区域。核苷酸多样性(π=0.373)、 Tajima's D 值(D 值范围从-0.295 到 0.214)、观测杂合度(H 值范围从 0.464 到 0.551)和近交系数(F 值范围从-0.253 到 0.0513)的分析表明,印度的 6 个主要乳用牛品种具有足够的品种内多样性。基于系统发育的结构分析、主成分分析和混合分析显示,6 个牛品种中的大多数品种都具有遗传独特性和纯度。总的来说,我们的策略成功地鉴定了数千个高质量的全基因组 SNP,这将进一步丰富印度野牛的代表性信息,包括遗传多样性和结构,这对更好地管理和保护有价值的印度牛多样性具有重要意义。