A Comprehensive Analysis of Transcription Factor-microRNA Network in Six Different Major Cancers: Uncovering the

Krishnapriya Ramakrishnan1, Vishal Ravi1, Rajesh Raju1

  • 1Centre for Integrative Omics Data Science (CIODS), Yenepoya (Deemed to be University), Mangalore, India.

Insights

This study identifies key transcription factors (TFs) regulating microRNAs (miRNAs) in six cancer types. EZH2 and E2F1 are highlighted as crucial regulators impacting cancer pathology and potential therapeutic targets.

Area of Science:

  • Oncology
  • Molecular Biology
  • Bioinformatics

Background:

  • Cancer involves complex regulatory mechanisms, including posttranscriptional modulation by microRNAs (miRNAs) and messenger RNAs (mRNAs).
  • Transcription factors (TFs) regulate miRNA expression, adding complexity to cancer pathogenesis.
  • Understanding TF-miRNA interactions is crucial for cancer research.

Purpose of the Study:

  • To identify major transcription factors (TFs) that regulate miRNA transcription in various cancer types.
  • To analyze TF-miRNA regulatory pairs in liver, lung, prostate, stomach, breast, and colon cancers.
  • To uncover shared and unique TF-miRNA interactions across different cancers.

Main Methods:

  • Utilized The Cancer Genome Atlas (TCGA) data for differentially expressed miRNAs and mRNAs in six cancer types.
  • Employed bioinformatics approaches and the TransmiR database to identify TF-miRNA regulatory relationships.
  • Focused on TFs that repress miRNA transcription and negatively correlate with miRNA expression.

Main Results:

  • Assembled 374 TFs that transcriptionally regulate miRNAs via repression.
  • Identified negatively correlating TF-miRNA pairs in each of the six cancer types.
  • Highlighted E2F1 and EZH2 as significant regulators of miRNA transcription, linked to cell proliferation and cell cycle.

Conclusions:

  • The study provides a comprehensive map of TF-miRNA regulatory pairs in multiple cancers.
  • Identified shared and unique TF-miRNA interactions offer insights into cancer pathology.
  • Findings suggest potential for novel, miRNA-based therapeutic strategies targeting multiple cancers.

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