A Transcriptional Program for Detecting TGFβ-Induced EMT in Cancer

Momeneh Foroutan1,2, Joseph Cursons2,3,4, Soroor Hediyeh-Zadeh2

  • 1The University of Melbourne Department of Surgery, St. Vincent's Hospital, Parkville, Victoria, Australia.

Insights

A new bioinformatics signature identifies TGFβ-driven epithelial-to-mesenchymal transition (EMT) in cancers. This signature helps predict patient survival and potential drug responses in metastatic cancers.

Area of Science:

  • Oncology
  • Molecular Biology
  • Bioinformatics

Background:

  • Epithelial-to-mesenchymal transition (EMT) is crucial for cancer metastasis.
  • Transforming growth factor beta (TGFβ) is a key inducer of EMT, with targeted therapies available.
  • Understanding TGFβ-driven EMT is vital for predicting cancer progression and therapeutic outcomes.

Purpose of the Study:

  • To develop a comprehensive bioinformatics signature for TGFβ-induced EMT.
  • To assess the prevalence and clinical relevance of TGFβ-driven EMT across various cancer types.
  • To explore the relationship between TGFβ-driven EMT, mutational burden, and patient survival.

Main Methods:

  • Utilized a comprehensive bioinformatics approach to derive a TGFβ-induced EMT signature.
  • Applied the signature to pan-cancer cell line and The Cancer Genome Atlas (TCGA) tumor datasets.
  • Analyzed mutational burden and drug response in relation to TGFβ-driven EMT scores.

Main Results:

  • Identified specific cell lines and tumor types exhibiting TGFβ-driven EMT, often with low TGFβ pathway mutational burden.
  • Observed significant variations in drug responses among cell lines with high TGFβ-driven EMT scores.
  • High TGFβ-driven EMT scores correlated with significantly lower patient survival rates and lower TGFβ pathway mutational burden.

Conclusions:

  • The developed transcriptomic signature reliably identifies TGFβ-driven EMT across independent datasets.
  • This signature can pinpoint mesenchymal-like tumors driven by TGFβ signaling.
  • The findings suggest potential for targeted therapies inhibiting TGFβ signaling to improve outcomes for patients with high-scoring tumors.

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