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软骨肉瘤生物标志物和靶标发现的 miRNA-mRNA 调控网络的深度综合分析。

Deep integrative analysis of microRNA-mRNA regulatory networks for biomarker and target discovery in chondrosarcoma.

机构信息

Department of Joint Surgery, The Affiliated Hospital of Jining Medical University, Shandong, China.

Maternal and Child Center, The Affiliated Hospital of Jining Medical University, Shandong, China.

出版信息

J Cell Biochem. 2019 Jun;120(6):9631-9638. doi: 10.1002/jcb.28241. Epub 2018 Dec 5.

DOI:10.1002/jcb.28241
PMID:30520120
Abstract

Chondrosarcoma (CHS) is a common malignant bone sarcoma and its occurrence increases with age. microRNAs (miRNAs) are a class of noncoding RNAs that participate in various biological processes and disease pathogenesis by targeting functional messenger RNA (mRNA). However, the modulation of miRNAs in CHS remains largely unknown. In this study, we performed integrative analysis to explore the expression profiles of miRNAs and mRNAs, together with their interaction networks in human CHS tissues and cell lines by RNA-seq (miRNA and mRNA). A total of 133 and 796 differentially expressed miRNAs and mRNAs were identified (|Fold change| ≥ 2 and P-value ≤ 0.5). miRNA-mRNA regulatory interactions between 55 miRNAs and 242 mRNAs were screened by the Pearson correlation analysis and target prediction. mRNAs in the network were enriched to 145 Gene Ontology terms and 35 Kyoto Encyclopedia of Genes and Genomes pathways. Specifically, some key regulators (hub-miRNAs) in the network (miR-622, miR-4539, miR-145, miR-25, and miR-96) were suggested to play important regulatory roles in the pathogenesis of CHS. In addition, functional experiments validated that miR-622 regulated CHS cell proliferation by targeting bone morphogenetic protein 1 (BMP1).

摘要

软骨肉瘤(CHS)是一种常见的恶性骨肉瘤,其发病率随年龄增长而增加。微小 RNA(miRNA)是一类非编码 RNA,通过靶向功能性信使 RNA(mRNA)参与各种生物过程和疾病发病机制。然而,miRNA 在 CHS 中的调节作用在很大程度上仍不清楚。在这项研究中,我们通过 RNA-seq(miRNA 和 mRNA)对人 CHS 组织和细胞系中的 miRNA 和 mRNA 的表达谱及其相互作用网络进行了综合分析。鉴定出了 133 个和 796 个差异表达的 miRNA 和 mRNA(|Fold change|≥2 和 P 值≤0.5)。通过 Pearson 相关分析和靶标预测筛选出了 55 个 miRNA 和 242 个 mRNA 之间的 miRNA-mRNA 调控相互作用。网络中的 mRNAs 富集到 145 个基因本体论术语和 35 个京都基因与基因组百科全书通路。具体来说,网络中的一些关键调节剂(枢纽-miRNA)(miR-622、miR-4539、miR-145、miR-25 和 miR-96)被认为在 CHS 的发病机制中发挥重要的调节作用。此外,功能实验验证了 miR-622 通过靶向骨形态发生蛋白 1(BMP1)来调节 CHS 细胞增殖。

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