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Identification of a 5-gene signature panel for the prediction of prostate cancer progression

  • Michelle Shen
  • , Fernando García-Marqués
  • , Arvind Muruganantham
  • , Shiqin Liu
  • , James Robert White
  • , Abel Bermudez
  • , Meghan A. Rice
  • , Kelsey Thompson
  • , Chun Liang Chen
  • , Chia Nung Hung
  • , Zhao Zhang
  • , Tim H. Huang
  • , Michael A. Liss
  • , Kenneth J. Pienta
  • , Sharon J. Pitteri
  • , Tanya Stoyanova

Research output: Contribution to journalArticlepeer-review

Abstract

Background: Despite nearly 100% 5-year survival for localised prostate cancer, the survival rate for metastatic prostate cancer significantly declines to 32%. Thus, it is crucial to identify molecular indicators that reflect the progression from localised disease to metastatic prostate cancer. Methods: To search for molecular indicators associated with prostate cancer metastasis, we performed proteomic analysis of rapid autopsy tissue samples from metastatic prostate cancer (N = 8) and localised prostate cancer (N = 2). Then, we utilised multiple independent, publicly available prostate cancer patient datasets to select candidates that also correlate with worse prostate cancer clinical prognosis. Results: We identified 154 proteins with increased expressions in metastases relative to localised prostate cancer through proteomic analysis. From the subset of these candidates that correlate with prostate cancer recurrence (N = 28) and shorter disease-free survival (N = 37), we identified a 5-gene signature panel with improved performance in predicting worse clinical prognosis relative to individual candidates. Conclusions: Our study presents a new 5-gene signature panel that is associated with worse clinical prognosis and is elevated in prostate cancer metastasis on both protein and mRNA levels. Our 5-gene signature panel represents a potential modality for the prediction of prostate cancer progression towards the onset of metastasis. (Figure presented.)

Original languageEnglish (US)
Pages (from-to)1748-1761
Number of pages14
JournalBritish Journal of Cancer
Volume131
Issue number11
DOIs
StatePublished - Dec 14 2024

ASJC Scopus subject areas

  • Oncology
  • Cancer Research

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