Integrated bioinformatic analysis of miR-15a/16-1 cluster network in cervical cancer

被引:9
作者
Sriharikrishnaa, S. [1 ]
Shukla, Vaibhav [1 ]
Khan, G. Nadeem [1 ]
Eswaran, Sangavi [1 ]
Adiga, Divya [1 ]
Kabekkodu, Shama Prasada [1 ]
机构
[1] Manipal Acad Higher Educ, Manipal Sch Life Sci, Dept Cell & Mol Biol, Manipal 576104, Karnataka, India
关键词
Cervical cancer; miR-15a/16-1; cluster; Prognosis; Bioinformatic; Analysis; TCGA; GEO; GENE-EXPRESSION; MICRORNAS; IDENTIFICATION; PROGRESSION; METASTASIS; CARCINOMA; MIR-16-1;
D O I
10.1016/j.repbio.2021.100482
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
The miR-15a/16-1 cluster is abnormally expressed in cervical cancer (CC) tissues and plays a vital role in cervical carcinogenesis. We aimed to evaluate the miR-15a/16-1 expression in healthy and cancerous cervical tissues, identify the associated networks, and to test its prognostic significance. miR-15a/16-1-MC expressions were analyzed in TCGA-CESC datasets by UALCAN, GEPIA2, and Datasetviewer. miR-15a/16-1 validated targets were extracted from mirTarBase and in silico functional analysis of the target genes were performed using WebGestalt. The interaction networks were constructed by the miRNet, STRING, and NetworkAnalyst tools. The prognostic significance and metastatic potential of the target genes were predicted using UALCAN and HCMDB. The FDA approved drugs to target miR-15a/16-1 and target gene network in CC were performed using DGIdb, STITCH and PanDrugs. TCGA-CESC and GEO data analysis suggested significant overexpression of miR-15a/16-1 in CC samples. The Kaplan-Meier survival analysis showed that miR-15a and its four target genes (BCL2, CCNE1, NUP50, and RBPJ) influence the overall survival of CC patients. Among the 66 differentially expressed target genes, 12 of them are linked to head, neck, or lung metastasis. Functional enrichment analysis predicted the association of this cluster with p53 signaling, human papillomavirus infection, PI3-AKT signaling pathway, and pathways in cancer. Drug-gene interaction analysis showed 52 potential FDA approved drugs to interact with the miR-15a/16-1 target genes. Nine of the 52 drugs are currently used as a chemotherapeutic agent for the treatment of CC patients. The present study shows that miR-15a/16-1 expression can be used as a clinical marker and target for therapy in CC. (C) 2021 Society for Biology of Reproduction & the Institute of Animal Reproduction and Food Research of Polish Academy of Sciences in Olsztyn. Published by Elsevier B.V. All rights reserved.
引用
收藏
页数:12
相关论文
共 60 条
  • [1] Molecular landscape of recurrent cervical cancer
    Adiga, Divya
    Eswaran, Sangavi
    Pandey, Deeksha
    Sharan, Krishna
    Kabekkodu, Shama Prasada
    [J]. CRITICAL REVIEWS IN ONCOLOGY HEMATOLOGY, 2021, 157
  • [2] miR-15a and miR-16-1 in cancer: discovery, function and future perspectives
    Aqeilan, R. I.
    Calin, G. A.
    Croce, C. M.
    [J]. CELL DEATH AND DIFFERENTIATION, 2010, 17 (02) : 215 - 220
  • [3] Estimates of incidence and mortality of cervical cancer in 2018: a worldwide analysis
    Arbyn, Marc
    Weiderpass, Elisabete
    Bruni, Laia
    de Sanjose, Silvia
    Saraiya, Mona
    Ferlay, Jacques
    Bray, Freddie
    [J]. LANCET GLOBAL HEALTH, 2020, 8 (02): : E191 - E203
  • [4] miR-15a and miR-16 Are Implicated in Cell Cycle Regulation in a Rb-Dependent Manner and Are Frequently Deleted or Down-regulated in Non-Small Cell Lung Cancer
    Bandi, Nora
    Zbinden, Samuel
    Gugger, Mathias
    Arnold, Marlene
    Kocher, Verena
    Hasan, Lara
    Kappeler, Andreas
    Brunner, Thomas
    Vassella, Erik
    [J]. CANCER RESEARCH, 2009, 69 (13) : 5553 - 5559
  • [5] MicroRNA signatures in tissues and plasma predict development and prognosis of computed tomography detected lung cancer
    Boeri, Mattia
    Verri, Carla
    Conte, Davide
    Roz, Luca
    Modena, Piergiorgio
    Facchinetti, Federica
    Calabro, Elisa
    Croce, Carlo M.
    Pastorino, Ugo
    Sozzi, Gabriella
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2011, 108 (09) : 3713 - 3718
  • [6] The cBio Cancer Genomics Portal: An Open Platform for Exploring Multidimensional Cancer Genomics Data
    Cerami, Ethan
    Gao, Jianjiong
    Dogrusoz, Ugur
    Gross, Benjamin E.
    Sumer, Selcuk Onur
    Aksoy, Buelent Arman
    Jacobsen, Anders
    Byrne, Caitlin J.
    Heuer, Michael L.
    Larsson, Erik
    Antipin, Yevgeniy
    Reva, Boris
    Goldberg, Arthur P.
    Sander, Chris
    Schultz, Nikolaus
    [J]. CANCER DISCOVERY, 2012, 2 (05) : 401 - 404
  • [7] Human Papillomavirus Infection and Cervical Cancer: Epidemiology, Screening, and Vaccination-Review of Current Perspectives
    Chan, Chee Kai
    Aimagambetova, Gulzhanat
    Ukybassova, Talshyn
    Kongrtay, Kuralay
    Azizan, Azliyati
    [J]. JOURNAL OF ONCOLOGY, 2019, 2019
  • [8] UALCAN: A Portal for Facilitating Tumor Subgroup Gene Expression and Survival Analyses
    Chandrashekar, Darshan S.
    Bashel, Bhuwan
    Balasubramanya, Sai Akshaya Hodigere
    Creighton, Chad J.
    Ponce-Rodriguez, Israel
    Chakravarthi, Balabhadrapatruni V. S. K.
    Varambally, Sooryanarayana
    [J]. NEOPLASIA, 2017, 19 (08): : 649 - 658
  • [9] miRNet 2.0: network-based visual analytics for miRNA functional analysis and systems biology
    Chang, Le
    Zhou, Guangyan
    Soufan, Othman
    Xia, Jianguo
    [J]. NUCLEIC ACIDS RESEARCH, 2020, 48 (W1) : W244 - W251
  • [10] Up-regulated lncRNA XIST contributes to progression of cervical cancer via regulating miR-140-5p and ORC1
    Chen, Xing
    Xiong, Dongsheng
    Ye, Liya
    Wang, Kai
    Huang, Lingfei
    Mei, Shuangshuang
    Wu, Jinhong
    Chen, Shanshan
    Lai, Xiaoli
    Zheng, Lingzhi
    Wang, Meifen
    [J]. CANCER CELL INTERNATIONAL, 2019, 19 (1)