In silico verification and parallel reaction monitoring prevalidation of potential prostate cancer biomarkers

Future Oncol. 2016 Jan;12(1):43-57. doi: 10.2217/fon.15.296. Epub 2015 Nov 30.

Abstract

Purpose: Targeted proteomics of potential biomarkers is often challenging. Hence, we developed an intermediate workflow to streamline potential urinary biomarkers of prostate cancer (PCa).

Materials & methods: Using previously discovered potential PCa biomarkers; we selected proteotypic peptides for targeted validation. Preliminary in silico immunohistochemical and single reaction monitoring (SRM) verification was performed. Successful PTPs were then prevalidated using parallel reaction monitoring (PRM) and reconfirmed in 15 publicly available databases.

Results: Stringency-based targetable potential biomarkers were shortlisted following in silico screening. PRM reveals top 12 potential biomarkers including the top ranking seven in silico verification-based biomarkers. Database reconfirmation showed differential expression between PCa and benign/normal prostatic urine samples.

Conclusion: The pragmatic penultimate screening step, described herein, would immensely improve targeted proteomics validation of potential disease biomarkers.

Keywords: biomarkers; in silico; parallel reaction monitoring; prostate cancer; targeted proteomics.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Biomarkers, Tumor / biosynthesis*
  • Biomarkers, Tumor / urine
  • Computer Simulation
  • Gene Expression Regulation, Neoplastic
  • Humans
  • Male
  • Neoplasm Proteins / biosynthesis*
  • Neoplasm Proteins / urine
  • Prostatic Neoplasms / pathology
  • Prostatic Neoplasms / urine*
  • Proteomics*

Substances

  • Biomarkers, Tumor
  • Neoplasm Proteins