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Comparative transcriptome analysis of mammary epithelial cells at different stages of lactation reveals wide differences in gene expression and pathways regulating milk synthesis between Jersey and Kashmiri cattle

机译:泌乳不同阶段的乳腺上皮细胞的转录组比较分析显示泽西和克什米尔牛之间的基因表达和调节牛奶合成的途径差异很大

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摘要

Jersey and Kashmiri cattle are important dairy breeds that contribute significantly to the total milk production of the Indian northern state of Jammu and Kashmir. The Kashmiri cattle germplasm has been extensively diluted through crossbreeding with Jersey cattle with the goal of enhancing its milk production ability. However, crossbred animals are prone to diseases resulting to unsustainable milk production. This study aimed to provide a comprehensive transcriptome profile of mammary gland epithelial cells at different stages of lactation and to find key differences in genes and pathways regulating milk traits between Jersey and Kashmiri cattle. Mammary epithelial cells (MEC) isolated from milk obtained from six lactating cows (three Jersey and three Kashmiri cattle) on day 15 (D15), D90 and D250 in milk, representing early, mid and late lactation, respectively were used. RNA isolated from MEC was subjected to next-generation RNA sequencing and bioinformatics processing. Casein and whey protein genes were found to be highly expressed throughout the lactation stages in both breeds. Largest differences in differentially expressed genes (DEG) were between D15 vs D90 (1,805 genes) in Kashmiri cattle and, D15 vs D250 (3,392 genes) in Jersey cattle. A total of 1,103, 1,356 and 1,397 genes were differentially expressed between Kashmiri and Jersey cattle on D15, D90 and D250, respectively. Antioxidant genes like RPLPO and RPS28 were highly expressed in Kashmiri cattle. Differentially expressed genes in both Kashmiri and Jersey were enriched for multicellular organismal process, receptor activity, catalytic activity, signal transducer activity, macromolecular complex and developmental process gene ontology terms. Whereas, biological regulation, endopeptidase activity and response to stimulus were enriched in Kashmiri cattle and, reproduction and immune system process were enriched in Jersey cattle. Most of the pathways responsible for regulation of milk production like JAK-STAT, p38 MAPK pathway, PI3 kinase pathway were enriched by DEG in Jersey cattle only. Although Kashmiri has poor milk production efficiency, the present study suggests possible physicochemical and antioxidant properties of Kashmiri cattle milk that needs to be further explored.
机译:泽西和克什米尔牛是重要的奶牛品种,对印度北部查state和克什米尔州的牛奶总产量有重要贡献。克什米尔牛种质已通过与泽西牛杂交育种而得到广泛稀释,目的是提高其牛奶生产能力。但是,杂种动物容易导致无法持续生产牛奶的疾病。这项研究旨在提供泌乳不同阶段的乳腺上皮细胞的完整转录组概况,并发现调节泽西和克什米尔牛之间奶性状的基因和途径的关键差异。使用从第15天(D15),分别从D90,D90和D250分别从六头泌乳牛(三头球衣和三只克什米尔牛)获得的牛奶中分离出的乳腺上皮细胞(MEC),分别代表泌乳的早期,中期和晚期。从MEC分离的RNA经历了下一代RNA测序和生物信息学处理。发现酪蛋白和乳清蛋白基因在两个品种的整个泌乳阶段均高表达。差异表达基因(DEG)的最大差异在于克什米尔牛的D15与D90(1805个基因)之间,泽西牛的D15与D250(3392个基因)之间。克什米尔人和泽西岛牛分别在D15,D90和D250上差异表达了总共1,103、1,356和1,397个基因。诸如RPLPO和RPS28之类的抗氧化剂基因在克什米尔牛中高表达。克什米尔语和泽西岛的差异表达基因在多细胞生物过程,受体活性,催化活性,信号转导活性,大分子复合物和发育过程基因本体学方面均得到了丰富。相比之下,克什米尔牛的生物学调节,内肽酶活性和对刺激的反应都丰富,泽西牛的繁殖和免疫系统过程也很丰富。 DEG仅在泽西牛中丰富了大部分负责调节产奶量的途径,如JAK-STAT,p38 MAPK途径,PI3激酶途径。尽管克什米尔的牛奶生产效率很差,但本研究表明,克什米尔牛奶可能具有的理化性质和抗氧化特性需要进一步探索。

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