Prostate clinical outlook visualization for patients and clinicians considering cyberknife treatment: A personalized approach.

Abstract

e16549 Background: When a patient presents with localized prostate cancer, referral for radiation oncology consultation includes a discussion of likely outcomes of therapy. Among current radiation treatments for prostate cancers, hypo-fractionated stereotactic body radiation therapy (SBRT) has gained clinical acceptance based on efficacy, short duration of treatment and potential radiobiological advantages. The prostate Clinical Outlook (PCO) visualization system was developed to provide the patient and the clinician with a tool to visualize probable treatment outcomes using institutional, patient specific data for comparing results of treatment. Methods: We calculated the prostate cancer outlooks for each prospective patient using the EPIC-26 quality of life parameters based on clinical outcomes data of 580 cyberknife SBRT treated prostate cancer patients. We applied Kaplan-Meier analysis using the ASTRO method for disease free likely outcome and the PCO nomogram to calculate parameters for quality of life. Open source R, R/Shiny, and MySQL were used to develop a modularized architecture system. Results: PCO presents patient specific risk scores in a gauge chart style and risk free probability bar plots to compare treatment data of cyberknife patients. PCO generates reports, in PDF and HTML, which consist of a comparison chart of risk free probabilities and gauge charts of risk scores. This system is now being expanded as a web-based service to patients. Conclusions: PCO visualized patient specific likely outcomes were compared to treatment data from a single department, helping the patient and the clinician to visualize likely outcomes. The PCO approach can be expanded to other specialties of oncology with the flexible, modularized architecture which can be customized by changing parameter variables for the modules.