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不同泌乳期奶山羊乳腺组织转录组分析。

Transcriptome Analysis of Dairy Goat Mammary Gland Tissues from Different Lactation Stages.

机构信息

Shandong Provincial Key Laboratory of Animal Biotechnology and Disease Control and Prevention, Shandong Agricultural University, Taian City, Shandong Province, P.R. China.

出版信息

DNA Cell Biol. 2019 Feb;38(2):129-143. doi: 10.1089/dna.2018.4349.

DOI:10.1089/dna.2018.4349
PMID:30726149
Abstract

The mammary gland is a unique organ involved in lactation in dairy livestock, and its development and lactation ability are affected by both genetic and environmental factors. To explore the molecular regulatory mechanisms of these factors, this study used high-throughput sequencing technology and bioinformatics methods to systematically analyze the transcriptome of Laoshan dairy goat mammary gland tissues from different lactation stages. From three libraries, 36,336,892, 36,469,596, and 35,759,380, pure sequences were obtained, with 25,292, 23,665 and 27,220 expressed genes, respectively, resulting in a total of 14,892 nonredundant differentially expressed genes. The Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses showed that these genes were annotated to biological regulation, cellular processes, metabolic processes, cells, organelles, binding, catalytic activity and transcriptional activity, and so on. The genes were mainly involved in cellular processes, environmental information processes, genetic information processes, human diseases, metabolism, and organ systems. Finally, 20 genes related to mammary gland development and lactation were screened to construct a gene regulatory network. These findings support the involvement of the constructed network in the regulation of mammary gland development and lactation, and they not only lay the foundation to further investigate and screen the main genes or molecular genetic markers controlling the development of the mammary gland and lactation ability of dairy goats but also increase the in-depth understanding of the lactation physiology of dairy goats.

摘要

乳腺是乳用家畜泌乳的特有器官,其发育和泌乳能力受遗传和环境因素的影响。为了探讨这些因素的分子调控机制,本研究利用高通量测序技术和生物信息学方法,系统分析了不同泌乳期崂山奶山羊乳腺组织的转录组。从三个文库中,分别获得了 36,336,892、36,469,596 和 35,759,380 条纯序列,分别有 25,292、23,665 和 27,220 个表达基因,共得到 14,892 个非冗余差异表达基因。基因本体论(GO)和京都基因与基因组百科全书(KEGG)通路分析表明,这些基因被注释为生物调节、细胞过程、代谢过程、细胞、细胞器、结合、催化活性和转录活性等。这些基因主要参与细胞过程、环境信息过程、遗传信息过程、人类疾病、代谢和器官系统。最后,筛选出 20 个与乳腺发育和泌乳相关的基因,构建了基因调控网络。这些发现支持所构建网络参与乳腺发育和泌乳的调控,不仅为进一步研究和筛选控制奶山羊乳腺发育和泌乳能力的主要基因或分子遗传标记奠定了基础,而且加深了对奶山羊泌乳生理的认识。

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