Related Experiment Video
Updated: Jun 6, 2026

Profiling of Estrogen-regulated MicroRNAs in Breast Cancer Cells
Published on: February 21, 2014
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.
Abstract:
MicroRNAs (miRNAs) regulate gene expression through many-to-many interactions that are cooperative, context-dependent, and challenging to interpret from individual miRNA-target pairs alone. Yet, no framework simultaneously captures the cooperative, systems-level, and context-specific dimensions of miRNA regulation across the heterogeneous subtypes of a breast cancer. Here, we integrated paired miRNA and mRNA expression profiles from 1,161 breast cancers from The Cancer Genome Atlas (TCGA) with experimentally validated miRNA-target interactions and protein interaction networks to define cooperative miRNA regulatory modules in breast cancer. Community-resolved analysis of the resulting networks identified 16 functionally coherent miRNA modules associated with core cancer processes. To capture pathway-level network context beyond direct targets, we quantified the proximity of miRNA target sets to pathway proteins within a breast cancer-specific protein interaction network. This framework identified cooperative miRNA modules associated with cell cycle progression, DNA repair, PTEN/TP53-related signaling, and epithelial-mesenchymal transition. Subtype-resolved network analysis further showed that most inferred miRNA functions are strongly context dependent, not being associated in all of basal-like, HER2-enriched, luminal A, and luminal B tumors. In contrast, a limited set of pathway-level associations was conserved across subtypes. Among these, the miR-29 family (miR-29a/b/c-3p) emerged as a consistent regulator of collagen remodeling, extracellular matrix organization, PDGF signaling, and EMT. Notably, this functional conservation persisted despite subtype-specific variation in the underlying target genes. Together, these results define the cooperative miRNA modules that post-transcriptional regulate breast cancer subtypes, identify the miR-29 family as a candidate pan-subtype therapeutic target for EMT-driven metastasis, and establish a generalizable computational framework for resolving miRNA programs across heterogeneous cancers.
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.
Related Concept Videos
MicroRNAs
MicroRNAs
MicroRNAs
Cancer-Critical Genes II: Tumor Suppressor Genes
When the function of certain critical genes, especially those involved in cell cycle regulation and cell growth signaling cascades, gets disrupted, it upsets the cell cycle progression. Such cells with unchecked cell cycles start proliferating uncontrollably and eventually develop into tumors.
Such genes that act...
Cancer-Critical Genes II: Tumor Suppressor Genes
When the function of certain critical genes, especially those involved in cell cycle regulation and cell growth signaling cascades, gets disrupted, it upsets the cell cycle progression. Such cells with unchecked cell cycles start proliferating uncontrollably and eventually develop into tumors.
Such genes that act...
mTOR Signaling and Cancer Progression
The mTOR pathway or the...

