Abstract 914: Development of a whole-urine, next-generation sequencing-based assay for early detection of aggressive prostate cancer

Abstract

Abstract Despite advances in biomarker development, early detection of aggressive prostate cancer (PCa) remains challenging. Existing biomarkers show modest improvement over models based on serum prostate specific antigen (PSA). We have previously developed a clinical-grade laboratory-developed test, named MiProstate Score (MiPS), for individualized risk prediction of aggressive prostate cancer. It uses transcription-mediated amplification to quantify the gene-fusion TMPRSS2:ERG (T2:ERG) (T1E4 splice isoform) and the lncRNA PCA3 from whole-urine obtained after a digital rectal exam (DRE), combined with serum PSA. To improve MiPS, we describe here the pre-clinical development and validation of a targeted next generation sequencing assay (NGS-MiPS) using post-DRE urine RNA to asses ~90 PCa transcriptomic biomarkers. These include those in MiPS as well as many isoforms of common PCa gene fusions, mRNA, and lncRNA candidate biomarkers nominated by our large-scale PCa tissue RNAseq and other sources. We have obtained a 98% informative sample rate from 2.5 mL of urine and high technical reproducibility (Pearson r=0.99). Risk scores for having PCa [or high-grade PCa (Gleason Score >6)] on biopsy, as determined by clinical MiPS vs. the clinical MiPS model using NGS data, were highly concordant, Pearson’s r=0.74 (and r=0.81). Urine from patients with benign or Gleason 6 vs. Gleason ≥ 4+3=7 cancer on biopsy (extreme design) showed expected differences in the levels of T2:ERG T1E4 (p=0.00003) and PCA3 (p=0.07), with additional T2:ERG splice isoforms and other biomarkers also being significantly different between low vs. high grade cancer. Feature selection and logistic regression trained in an extreme design cohort (n=73) yielded a 29-transcript model that outperformed MiPS and serum PSA in two validation cohorts: 1. A held-out set from the extreme design cohort n=36, AUC 0.81 vs. 0.76 and 0.63 respectively; 2. A separate active surveillance cohort n=45, AUCs 0.66 vs. 0.56 and 0.53 respectively. These results support the potential utility of our urine based targeted NGS assay to supplement serum PSA for the early detection of aggressive prostate cancer. Citation Format: Andi K. Cani, Kevin Hu, Javed Siddiqui, Sumin Han, Daniel H. Hovelson, Chia-Jen Liu, Simpa S. Salami, Ganesh S. Palapattu, Todd M. Morgan, John T. Wei, Arul M. Chinnaiyan, Scott A. Tomlins. Development of a whole-urine, next-generation sequencing-based assay for early detection of aggressive prostate cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 914.