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

被引:27
|
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
相关论文
共 50 条
  • [1] Construction and Comprehensive Prognostic Analysis of a lncRNA-miRNA-mRNA Regulatory Network and Tumor Immune Cell Infiltration in Colorectal Cancer
    Guo, Xiong
    Liang, Xiaolong
    Wang, Yujun
    Cheng, Anqi
    Qin, Chuan
    Zhang, Han
    Wang, Ziwei
    FRONTIERS IN GENETICS, 2021, 12
  • [2] lncRNA-miRNA-mRNA interaction network for colorectal cancer; An in silico analysis
    Ghasemi, Tayyebeh
    Khalaj-Kondori, Mohammad
    feizi, Mohammad Ali Hosseinpour
    Asadi, Parviz
    COMPUTATIONAL BIOLOGY AND CHEMISTRY, 2020, 89
  • [3] LncRNA-miRNA-mRNA regulatory axes in endometrial cancer: a comprehensive overview
    Shetty, Abhishek
    Venkatesh, Thejaswini
    Kabbekodu, Shama Prasada
    Tsutsumi, Rie
    Suresh, Padmanaban S.
    ARCHIVES OF GYNECOLOGY AND OBSTETRICS, 2022, 306 (05) : 1431 - 1447
  • [4] Identification of novel survival-related lncRNA-miRNA-mRNA competing endogenous RNA network associated with immune infiltration in colorectal cancer
    Li, Jianxin
    Han, Ting
    Wang, Xin
    Wang, Yinchun
    Yang, Qingqiang
    AMERICAN JOURNAL OF TRANSLATIONAL RESEARCH, 2021, 13 (06): : 5815 - 5834
  • [5] LncRNA-miRNA-mRNA regulatory axes as potential biomarkers in cervical cancer: a comprehensive overview
    Patel, Dimple
    Thankachan, Sanu
    Sreeram, Saraswathy
    Kavitha, K. P.
    Kabekkodu, Shama Prasada
    Suresh, Padmanaban S.
    MOLECULAR BIOLOGY REPORTS, 2025, 52 (01)
  • [6] Comprehensive Analysis of the lncRNA-miRNA-mRNA Regulatory Network for Intramuscular Fat in Pigs
    Zhao, Yanhui
    Chen, Shaokang
    Yuan, Jiani
    Shi, Yumei
    Wang, Yan
    Xi, Yufei
    Qi, Xiaolong
    Guo, Yong
    Sheng, Xihui
    Liu, Jianfeng
    Zhou, Lei
    Wang, Chuduan
    Xing, Kai
    GENES, 2023, 14 (01)
  • [7] LncRNA-miRNA-mRNA regulatory networks in skin aging and therapeutic potentials
    Kim, Sungchul
    FRONTIERS IN PHYSIOLOGY, 2023, 14
  • [8] Comprehensive analysis of lncRNA-miRNA-mRNA ceRNA network in ischemic stroke
    Cheng, Lin
    Zhao, Yun
    Ke, Hong
    HELIYON, 2024, 10 (09)
  • [9] Construction and analysis of an aberrant lncRNA-miRNA-mRNA network associated with papillary thyroid cancer
    Jiang, Yanxia
    Wang, Jiao
    Chen, Jian
    Wang, Jiancheng
    Xu, Jixiong
    MEDICINE, 2020, 99 (45) : E22705
  • [10] Transcriptome analysis reveals a lncRNA-miRNA-mRNA regulatory network in OsRpp30-mediated disease resistance in rice
    Li, Minghua
    Li, Wei
    Zhao, Meixia
    Li, Zhiqiang
    Wang, Guo-Liang
    Liu, Wende
    Liang, Chun
    BMC GENOMICS, 2023, 24 (01)