Fusion Genes Predict Prostate Cancer Recurrence

Abstract

Most prostate cancers are indolent, and may not require clinical intervention. Only a small fraction of cases progress to metastatic disease if not treated. Prediction of the clinical outcomes of prostate cancer remains a challenge. Recently, we discovered a panel of 8 fusion genes that occurred in aggressive prostate cancer. The presence of these fusion genes correlates 91% chance of recurrence of prostate cancer. In order to make the fusion gene test clinically ready as a predictor, we have modified to test into a semi-quantitative Taqman QRTPCR. The tests were performed in CLIA certified lab. Four hundred and sixty samples of prostate cancers were collected. Prostate cancer cells were microdissected. Taqman QRT-PCRs were performed on these samples. Significant numbers of samples were found positive for some of these fusion genes. In addition, we have analyzed 150 samples from Stanford University and 155 samples from University of Wisconsin Madison. A training model has been constructed. We are in the process to apply the model to testing sets.

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Document Details

Document Type
Technical Report
Publication Date
Jan 01, 2021
Accession Number
AD1170596

Entities

People

  • David F Jarrard

Organizations

  • University of Wisconsin–Madison

Tags

DTIC Thesaurus Topics

  • Accuracy
  • Biomedical Research
  • Cancer
  • Data Sets
  • Department Of Defense
  • Detection
  • Institutional Review Board
  • Maryland
  • Medical Personnel
  • Neoplasms
  • Pcr Testing
  • Professional Development
  • Prostate
  • Prostate Cancer
  • Quality Control
  • Sensitivity
  • Standards
  • Statistical Analysis
  • Students
  • Supervised Machine Learning
  • Training

Fields of Study

  • Biology
  • Physics

Readers

  • Oncology and Biomarker-Based Cancer Detection.