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Identification and validation of putative target genes regulated by miR-34 in cervical cancer

Nalini Venkatesan, Ashley Xavier, K.J. Sindhu, Himanshu Sinha, Karunagaran Devarajan
doi: https://doi.org/10.1101/2021.09.02.458804
Nalini Venkatesan
1Department of Biotechnology, Bhupat and Jyoti Mehta School of Biosciences, Indian Institute of Technology Madras, Chennai, India
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Ashley Xavier
1Department of Biotechnology, Bhupat and Jyoti Mehta School of Biosciences, Indian Institute of Technology Madras, Chennai, India
2Centre for Integrative Biology and Systems Medicine, Indian Institute of Technology Madras, Chennai, India
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K.J. Sindhu
1Department of Biotechnology, Bhupat and Jyoti Mehta School of Biosciences, Indian Institute of Technology Madras, Chennai, India
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Himanshu Sinha
1Department of Biotechnology, Bhupat and Jyoti Mehta School of Biosciences, Indian Institute of Technology Madras, Chennai, India
2Centre for Integrative Biology and Systems Medicine, Indian Institute of Technology Madras, Chennai, India
3Robert Bosch Centre for Data Science and Artificial Intelligence, Indian Institute of Technology Madras, Chennai, India
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  • For correspondence: karuna@iitm.ac.in sinha@iitm.ac.in
Karunagaran Devarajan
1Department of Biotechnology, Bhupat and Jyoti Mehta School of Biosciences, Indian Institute of Technology Madras, Chennai, India
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  • For correspondence: karuna@iitm.ac.in sinha@iitm.ac.in
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Abstract

The emergence of large-scale transcriptomic data provides the opportunity for identifying novel putative targets of microRNAs (miRNAs). In this study, we followed a computational pipeline to predict the candidate gene targets of the miR-34 family. This approach integrates the expressions of miR-34 with genes of heterogeneous primary cervical epithelial squamous cell carcinomas (CESC). Integration of miR-34b and epithelial-mesenchymal transition (EMT) regulated genes has also been focussed, EMT being a reversible process that fuels cancer metastasis. An in-silico approach involving three processes was carried out with CESC datasets of the cancer atlas genome (TCGA), which includes correlation analysis, target prediction database lookup, functional enrichment, network analysis, survival analysis, and EMT score derivation. The results indicate that the miR-34 family may regulate the candidate genes of the mTOR pathway, cell cycle (CCND2) and cell adhesion functions (FZD4). Further, the study reveals the possible regulation of EMT signature genes, namely BMP7, CAV1 and ID2by miR-34b. Further, these transcriptomic signatures were validated in a subset of CESC from the South Asian Indian population (n = 10) and in non-cancerous cervical tissues (n = 5). Upon stably expressing miR-34b in cervical cancer cells (C33A and HeLa), we found repression of these candidate genes and a low negative correlation (r2 = -0.07) between miR-34b and EMT score indicating FN1 as its putative target. Together, these studies revealed the potential targets of the miR-34 family, especially miR-34b, with the hope that they would emerge as potential biomarkers and/or promising therapeutic targets in CESC.

Brief Description A combined analysis of miR-34 and gene expression in heterogeneous primary CESC, along with the integration of miR-34b and EMT regulated genes, was used to predict the candidate gene targets of the miR-34 family. The results show that the miR-34 family may regulate the mTOR pathway, cell cycle, and cell adhesion functions. Further, we showed that EMT signature genes (BMP7, CAV1, ID2, FN1) were regulated by miR-34b in CESC and cervical cancer cells.

Competing Interest Statement

The authors have declared no competing interest.

  • List of abbreviations

    API
    Application Programming Interface
    CESC
    Cervical Epithelial Squamous cell Carcinoma
    CPM
    Counts Per Million
    Ct
    Cycle threshold
    dbEMT
    Database for EMT genes
    DMEM
    Dulbecco’s Modified Eagle’s Medium
    ECM
    Epithelial Cell Migration
    EMT
    Epithelial-Mesenchymal Transition
    FDR
    False Discovery Rate
    FBS
    Foetal Bovine Serum
    FPKM
    Fragments Per Kilo-base of exon per Million mapped
    FIGO
    International Federation of Gynaecology and Obstetrics
    GO
    Gene ontology
    GDC
    Genomic Data Commons
    GFP
    Green Fluorescence Protein
    ID
    Identity
    mRNA
    Messenger Ribonucleic Acid
    miRNA
    Micro Ribonucleic Acid
    MRE
    miRNA Response Element
    OV
    Ovarian cancer
    qPCR
    quantitative Polymerase Chain Reaction
    TCGA
    The Cancer Genome Atlas
    UCEC
    Uterine Corpus Endometrial Carcinoma
    3’UTR
    3’ Untranslated Regions
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    Identification and validation of putative target genes regulated by miR-34 in cervical cancer
    Nalini Venkatesan, Ashley Xavier, K.J. Sindhu, Himanshu Sinha, Karunagaran Devarajan
    bioRxiv 2021.09.02.458804; doi: https://doi.org/10.1101/2021.09.02.458804
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    Identification and validation of putative target genes regulated by miR-34 in cervical cancer
    Nalini Venkatesan, Ashley Xavier, K.J. Sindhu, Himanshu Sinha, Karunagaran Devarajan
    bioRxiv 2021.09.02.458804; doi: https://doi.org/10.1101/2021.09.02.458804

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