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基于微生物群介导的与免疫细胞浸润相关的结直肠癌的 lncRNA-miRNA-mRNA 调控网络的综合分析。

Comprehensive analysis of lncRNA-miRNA-mRNA regulatory networks for microbiota-mediated colorectal cancer associated with immune cell infiltration.

机构信息

Hunan Key Laboratory of Precise Diagnosis and Treatment of Gastrointestinal Tumor, Xiangya Hospital Central South University, Changsha, Hunan Province, China.

Department of General, Visceral and Transplant Surgery, University Hospital Tuebingen, Tuebingen, Baden-Wuerttemberg, Germany.

出版信息

Bioengineered. 2021 Dec;12(1):3410-3425. doi: 10.1080/21655979.2021.1940614.

DOI:10.1080/21655979.2021.1940614
PMID:34227920
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8806860/
Abstract

Recent findings have identified microbiota as crucial participants in many disease conditions, including cancers. Competing endogenous RNA (ceRNA) is regarded as a candidate mechanism involving relevant biological processes. We therefore constructed a ceRNA network using the TCGA and GEO database, to determine the potential mechanisms of microbiota-mediated colorectal carcinogenesis and progression. We found a total of 75 lncRNAs, 8 miRNAs, and 9 mRNAs in the probiotics-mediated ceRNA network and a total of 49 lncRNAs, 4 miRNAs, and 3 mRNA in the pathobiont-mediated ceRNA network, which could induce the microbiota-mediated carcinogenesis and progression. The GO and KEGG analysis indicated that the ceRNA network is mainly enriched in the metabolic process, and two unique pathways (the p53 signaling pathway and microRNA in cancer), respectively. A four-gene signature (FRMD6-AS2, DIRC3, LIFR-AS1, and MRPL23-AS1) was suggested as an independent prognostic factor. Four lncRNAs (LINC00355, KCNQ1OT1, LINC00491, and HOTAIR) were associated with poor survival. Three small molecule candidate anticancer drugs (Pentoxyverine, Rimexolone, and Doxylamine) were identified. A four-gene signature (FAM129A, BCL2, PMAIP1, and RPS6) is significantly correlated with immune infiltration level. This study provides a promising biomarker reservoir to explore the mechanism by which microbiota regulate the ceRNA network involving the immune response, and further participate in colorectal carcinogenesis and progression.

摘要

最近的研究发现,微生物群作为许多疾病条件的关键参与者,包括癌症。竞争内源性 RNA (ceRNA) 被认为是涉及相关生物学过程的候选机制。因此,我们使用 TCGA 和 GEO 数据库构建了 ceRNA 网络,以确定微生物群介导的结直肠癌发生和进展的潜在机制。我们在益生菌介导的 ceRNA 网络中发现了总共 75 个 lncRNA、8 个 miRNA 和 9 个 mRNA,在病原菌介导的 ceRNA 网络中发现了总共 49 个 lncRNA、4 个 miRNA 和 3 个 mRNA,它们可以诱导微生物群介导的致癌作用和进展。GO 和 KEGG 分析表明,ceRNA 网络主要富集在代谢过程中,分别有两个独特的途径(p53 信号通路和癌症中的 microRNA)。提出了一个由四个基因组成的特征(FRMD6-AS2、DIRC3、LIFR-AS1 和 MRPL23-AS1)作为独立的预后因素。四个 lncRNA(LINC00355、KCNQ1OT1、LINC00491 和 HOTAIR)与不良生存相关。三种小分子候选抗癌药物(戊氧维林、利美索龙和多西拉敏)被鉴定出来。一个由四个基因组成的特征(FAM129A、BCL2、PMAIP1 和 RPS6)与免疫浸润水平显著相关。这项研究提供了一个有前途的生物标志物库,以探索微生物群调节 ceRNA 网络的机制,该网络涉及免疫反应,并进一步参与结直肠癌的发生和进展。

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