Wang Aili, Ji Zhibin, Xuan Rong, Zhao Xiaodong, Hou Lei, Li Qing, Chu Yunpeng, Chao Tianle, Wang Jianmin
Shandong Provincial Key Laboratory of Animal Biotechnology and Disease Control and Prevention, College of Animal Science and Veterinary Medicine, Shandong Agricultural University, Taian, China.
Shandong Peninsula Engineering Research Center of Comprehensive Brine Utilization, Weifang University of Science and Technology, Shouguang, China.
Front Genet. 2021 Jun 15;12:678194. doi: 10.3389/fgene.2021.678194. eCollection 2021.
Submandibular glands (SMGs) are one of the primary components of salivary glands in goats. The proteins and biologically active substances secreted by the SMGs change with growth and development. Our previous studies showed that most of the differentially expressed genes in the SMGs of goats at different developmental stages are involved in immune-related signaling pathways, but the miRNA expression patterns in the same tissues are unknown. The aim of this study was to reveal the expression profile of miRNAs at three different developmental stages, detect differentially expressed miRNAs (DE miRNAs) and predict disease-related DE miRNAs. SMG tissue samples were collected from groups of 1-month-old kids, 12-month-old maiden goats and 24-month-old adult goats (three samples from each group), and high-throughout transcriptome sequencing was conducted. A total of 178, 241 and 7 DE miRNAs were discovered between 1-month-old kids and 12-month-old maiden goats, between 1-month-old kids and 24-month-old adult goats, and between 12-month-old maiden goats and 24-month-old adult goats, respectively. Among these DE miRNAs, 88 DE miRNAs with medium or high expression levels (TPM ≥50) were classified into five expression pattern clusters. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses indicated that some of the predicted target genes of the DE miRNAs in the five clusters were enriched in disease-related GO terms and pathways. MiRNA target genes in significant pathways were significantly enriched in Hepatitis B (FDR = 9.03E-10) and Pathways in cancer (FDR = 4.2E-10). Further analysis was performed with a PPI network, and 10 miRNAs were predicted to play an important role in the occurrence and prevention of diseases during the growth and development of goats.
颌下腺(SMGs)是山羊唾液腺的主要组成部分之一。颌下腺分泌的蛋白质和生物活性物质会随着生长发育而变化。我们之前的研究表明,山羊不同发育阶段颌下腺中大多数差异表达基因都参与免疫相关信号通路,但同一组织中的miRNA表达模式尚不清楚。本研究的目的是揭示miRNA在三个不同发育阶段的表达谱,检测差异表达的miRNA(DE miRNAs)并预测与疾病相关的DE miRNAs。从1月龄羔羊、12月龄青年母羊和24月龄成年山羊组中采集颌下腺组织样本(每组三个样本),并进行高通量转录组测序。在1月龄羔羊和12月龄青年母羊之间、1月龄羔羊和24月龄成年山羊之间以及12月龄青年母羊和24月龄成年山羊之间,分别发现了178、241和7个DE miRNAs。在这些DE miRNAs中,88个中高表达水平(TPM≥50)的DE miRNAs被分为五个表达模式簇。基因本体论(GO)和京都基因与基因组百科全书(KEGG)分析表明,五个簇中DE miRNAs的一些预测靶基因在与疾病相关的GO术语和通路中富集。重要通路中的miRNA靶基因在乙型肝炎(FDR = 9.03E-10)和癌症通路(FDR = 4.2E-10)中显著富集。通过蛋白质-蛋白质相互作用(PPI)网络进行进一步分析,预测有10个miRNA在山羊生长发育过程中的疾病发生和预防中起重要作用。