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A four-group urine risk classifier for predicting outcomes in patients with prostate cancer.
- Source :
-
BJU international [BJU Int] 2019 Oct; Vol. 124 (4), pp. 609-620. Date of Electronic Publication: 2019 Jun 25. - Publication Year :
- 2019
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Abstract
- Objectives: To develop a risk classifier using urine-derived extracellular vesicle (EV)-RNA capable of providing diagnostic information on disease status prior to biopsy, and prognostic information for men on active surveillance (AS).<br />Patients and Methods: Post-digital rectal examination urine-derived EV-RNA expression profiles (n = 535, multiple centres) were interrogated with a curated NanoString panel. A LASSO-based continuation ratio model was built to generate four prostate urine risk (PUR) signatures for predicting the probability of normal tissue (PUR-1), D'Amico low-risk (PUR-2), intermediate-risk (PUR-3), and high-risk (PUR-4) prostate cancer. This model was applied to a test cohort (n = 177) for diagnostic evaluation, and to an AS sub-cohort (n = 87) for prognostic evaluation.<br />Results: Each PUR signature was significantly associated with its corresponding clinical category (P < 0.001). PUR-4 status predicted the presence of clinically significant intermediate- or high-risk disease (area under the curve = 0.77, 95% confidence interval [CI] 0.70-0.84). Application of PUR provided a net benefit over current clinical practice. In an AS sub-cohort (n = 87), groups defined by PUR status and proportion of PUR-4 had a significant association with time to progression (interquartile range hazard ratio [HR] 2.86, 95% CI 1.83-4.47; P < 0.001). PUR-4, when used continuously, dichotomized patient groups with differential progression rates of 10% and 60% 5 years after urine collection (HR 8.23, 95% CI 3.26-20.81; P < 0.001).<br />Conclusion: Urine-derived EV-RNA can provide diagnostic information on aggressive prostate cancer prior to biopsy, and prognostic information for men on AS. PUR represents a new and versatile biomarker that could result in substantial alterations to current treatment of patients with prostate cancer.<br /> (© 2019 The Authors BJU International Published by John Wiley & Sons Ltd on behalf of BJU International.)
Details
- Language :
- English
- ISSN :
- 1464-410X
- Volume :
- 124
- Issue :
- 4
- Database :
- MEDLINE
- Journal :
- BJU international
- Publication Type :
- Academic Journal
- Accession number :
- 31106513
- Full Text :
- https://doi.org/10.1111/bju.14811