基于ceRNA网络的结直肠癌诊断外泌体LncRNA-miRNA-mRNA生物标志物鉴定

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2022-09-16 eCollection Date: 2022-01-01 DOI:10.3389/pore.2022.1610493
Yajing Zhao, Xingguo Song, Xianrang Song, Li Xie
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引用次数: 4

摘要

背景:结直肠癌(CRC)是目前全球第四大常见癌症。外泌体竞争内源性rna (ceRNAs)在结直肠癌中的作用尚不清楚。在这项研究中,我们构建了一个外泌体ceRNA网络来鉴定核心ceRNA并研究CRC的诊断生物标志物。方法与患者:采用超离心方法分离4例结直肠癌患者和2例健康供者血清外泌体,进行RNA分离、测序和微阵列分析。京都基因与基因组百科(KEGG)途径和基因本体(GO)分析确定了差异表达的外泌体mrna的功能富集意义。TargetScan和miRanda用于鉴定miRNA-mRNA和miRNA-LncRNA相互作用。预测的lncrna和mrna与差异表达基因相交,筛选标准为微阵列中fold change >1.5。在GSE71008数据集中鉴定了差异表达的外泌体mirna,并在the Cancer Genome Atlas (TCGA)数据库中进一步总结了差异表达mrna (demrna)。结果:与健康供者相比,结直肠癌患者共检测到1186个外泌体demrna, 2088个外泌体delncrna和29个外泌体mirna。功能富集分析提示外泌体demrna可能参与与癌症发生和发展相关的途径。基于40个lncrna、2个mirna和5个mrna构建结直肠癌外泌体ceRNA调控网络。与GSE71008数据集中的结直肠癌患者相比,健康供者的外泌体miR-150-5p和miR-10b-5p表达水平升高,TCGA数据库中的5种demrna (TOMM70A, RBM48, BEND3, RHOBTB1和ADAMTS2)显着上调。从网络中鉴定出lncRNA G016261-miR-150-5p-RBM48和lncRNA XLOC_011677-miR-10b-5p-BEND3两个潜在的外泌体调控轴。结论:本研究通过外泌体ceRNA调控网络揭示了潜在的分子生物学调控途径和诊断性生物标志物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Identification of Diagnostic Exosomal LncRNA-miRNA-mRNA Biomarkers in Colorectal Cancer Based on the ceRNA Network.

Background: Colorectal cancer (CRC) is currently the fourth most common cancer worldwide. The roles of exosomal competing endogenous RNAs (ceRNAs) in CRC remain unclear. In this study, we constructed an exosomal ceRNA network to identify the core ceRNAs and investigate the diagnostic biomarkers in CRC. Methods and Patients: Serum exosomes were isolated from four CRC patients and two healthy donors by ultracentrifugation, and then subjected to RNA isolation, sequencing and microarray. Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway and Gene Ontology (GO) analyses were performed to identify functional enrichment implications of differentially expressed exosomal mRNAs. TargetScan and miRanda were used for identifying the miRNA-mRNA and miRNA-LncRNA interactions. The predicted lncRNAs and mRNAs were intersected with the differentially expressed genes, for which the screening criterion was fold change >1.5 in the microarray. Differentially expressed exosomal miRNAs were identified in the GSE71008 dataset, and differentially expressed mRNAs (DEmRNAs) were further summarized from The Cancer Genome Atlas (TCGA) database. Results: A total of 1186 exosomal DEmRNAs, 2088 exosomal DElncRNAs and 29 exosomal miRNAs were detected in CRC patients compared to the healthy donors. Functional enrichment analysis suggested that exosomal DEmRNAs might participate in pathways related to carcinogenesis and development of cancer. An exosomal ceRNA regulatory network of CRC was constructed based on 40 lncRNAs, two miRNAs, and five mRNAs. Exosomal miR-150-5p and miR-10b-5p expression levels were increased in healthy donors compared with CRC patients in the GSE71008 dataset, and five DEmRNAs (TOMM70A, RBM48, BEND3, RHOBTB1, and ADAMTS2) were significantly upregulated in TCGA database. Two potential exosomal regulatory axes of lncRNA G016261-miR-150-5p-RBM48 and lncRNA XLOC_011677-miR-10b-5p-BEND3 were identified from the network. Conclusion: The current study revealed potential molecular biological regulation pathways and diagnostic biomarkers through the exosomal ceRNA regulatory network.

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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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