Multiomic network analysis reveals conserved and subtype-specific cooperative microRNA regulators in breast cancer

Eli Newby1, Elijah Davis2, Andrew Dhawan1,3

  • 1Department of Cancer Sciences, Cleveland Clinic Research, Cleveland, OH, 44195, USA.

Insights

This study defines cooperative microRNA (miRNA) regulatory modules in breast cancer subtypes using integrated genomic data. The miR-29 family consistently targets pathways involved in metastasis, offering a potential pan-subtype therapeutic target.

Area of Science:

  • Computational Biology
  • Genomics
  • Cancer Research

Background:

  • MicroRNAs (miRNAs) regulate gene expression via complex, context-dependent interactions.
  • Understanding cooperative miRNA regulation across heterogeneous breast cancer subtypes remains a challenge.
  • Existing frameworks struggle to capture the systems-level and context-specific nature of miRNA activity.

Purpose of the Study:

  • To develop a framework for defining cooperative miRNA regulatory modules in breast cancer.
  • To investigate the context-dependent functions of these modules across different breast cancer subtypes.
  • To identify conserved miRNA functions and potential therapeutic targets.

Main Methods:

  • Integrated miRNA and mRNA expression profiles from 1,161 TCGA breast cancer samples.
  • Incorporated experimentally validated miRNA-target interactions and protein-protein interaction networks.
  • Employed community-resolved network analysis and pathway proximity quantification.

Main Results:

  • Identified 16 functionally coherent miRNA modules associated with core cancer processes.
  • Discovered modules linked to cell cycle, DNA repair, PTEN/TP53 signaling, and epithelial-mesenchymal transition (EMT).
  • Demonstrated significant subtype-specific functions for most miRNA modules, with conserved associations for the miR-29 family in extracellular matrix remodeling and EMT.

Conclusions:

  • Defined cooperative miRNA modules that post-transcriptionally regulate breast cancer subtypes.
  • Identified the miR-29 family as a potential pan-subtype therapeutic target for EMT-driven metastasis.
  • Established a generalizable computational framework for analyzing miRNA programs in heterogeneous cancers.

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