An Integrated Systems Biology Approach Identifies TRIM25 as a Key Determinant of Breast Cancer Metastasis

Cell Rep. 2017 Aug 15;20(7):1623-1640. doi: 10.1016/j.celrep.2017.07.052.

Abstract

At the root of most fatal malignancies are aberrantly activated transcriptional networks that drive metastatic dissemination. Although individual metastasis-associated genes have been described, the complex regulatory networks presiding over the initiation and maintenance of metastatic tumors are still poorly understood. There is untapped value in identifying therapeutic targets that broadly govern coordinated transcriptional modules dictating metastatic progression. Here, we reverse engineered and interrogated a breast cancer-specific transcriptional interaction network (interactome) to define transcriptional control structures causally responsible for regulating genetic programs underlying breast cancer metastasis in individual patients. Our analyses confirmed established pro-metastatic transcription factors, and they uncovered TRIM25 as a key regulator of metastasis-related transcriptional programs. Further, in vivo analyses established TRIM25 as a potent regulator of metastatic disease and poor survival outcome. Our findings suggest that identifying and targeting keystone proteins, like TRIM25, can effectively collapse transcriptional hierarchies necessary for metastasis formation, thus representing an innovative cancer intervention strategy.

Keywords: ARACNe; EFP; MARINa; TRIM25; VIPER; breast; cancer; metastasis; transcription.

Publication types

  • Research Support, U.S. Gov't, Non-P.H.S.
  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Breast Neoplasms / genetics*
  • Breast Neoplasms / metabolism
  • Breast Neoplasms / mortality
  • Breast Neoplasms / pathology
  • Female
  • Gene Expression Regulation, Neoplastic*
  • Gene Regulatory Networks
  • Genes, Reporter
  • Heterografts
  • Humans
  • Luciferases / genetics
  • Luciferases / metabolism
  • Lung Neoplasms / genetics*
  • Lung Neoplasms / metabolism
  • Lung Neoplasms / mortality
  • Lung Neoplasms / secondary
  • Mice
  • Mice, Nude
  • Neoplasm Proteins / genetics*
  • Neoplasm Proteins / metabolism
  • Receptors, Estrogen / genetics
  • Receptors, Estrogen / metabolism
  • Signal Transduction
  • Survival Analysis
  • Systems Biology
  • Transcription Factors / genetics*
  • Transcription Factors / metabolism
  • Tripartite Motif Proteins / genetics*
  • Tripartite Motif Proteins / metabolism
  • Ubiquitin-Protein Ligases / genetics*
  • Ubiquitin-Protein Ligases / metabolism

Substances

  • Neoplasm Proteins
  • Receptors, Estrogen
  • Transcription Factors
  • Tripartite Motif Proteins
  • Luciferases
  • TRIM25 protein, human
  • Ubiquitin-Protein Ligases