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

被引:29
作者
Tan, Xiangzhou [1 ,2 ,3 ]
Mao, Linfeng [1 ,3 ]
Huang, Changhao [1 ,3 ]
Yang, Weimin [1 ,3 ]
Guo, Jianping [1 ,3 ]
Chen, Zhikang [1 ,3 ]
Chen, Zihua [1 ,3 ]
机构
[1] Cent South Univ, Hunan Key Lab Precise Diag & Treatment Gastroint, Xiangya Hosp, Changsha, Hunan, Peoples R China
[2] Univ Hosp Tuebingen, Dept Gen Visceral & Transplant Surg, Tubingen, Baden Wuerttemb, Germany
[3] Cent South Univ, Dept Gen Surg, Xiangya Hosp, Changsha, Hunan, Peoples R China
基金
中国国家自然科学基金;
关键词
Cerna network; colorectal cancer; microbiota; bioinformatics; lncRNA; miRNA; immune infiltration; LONG-NONCODING RNA; GUT MICROBIOTA; COLON-CANCER; PROBIOTICS; GENE; ADENOCARCINOMA; IDENTIFICATION; IMMUNOTHERAPY; PREBIOTICS; PRODUCTS;
D O I
10.1080/21655979.2021.1940614
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
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.
引用
收藏
页码:3410 / 3425
页数:16
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