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Multi-variable models predicting specific patient-reported acute urinary symptoms after radiotherapy for prostate cancer: Results of a cohort study. | LitMetric

AI Article Synopsis

  • The study began in 2010 to identify relationships between factors affecting urinary toxicity and erectile dysfunction after prostate cancer radiotherapy, focusing on acute urinary symptoms measured by the IPSS.
  • Researchers collected data on patients' urinary symptoms before and after treatment while analyzing dosimetric data and clinical factors to identify significant predictors of these symptoms.
  • The results indicated that smoking, certain medications, and baseline symptoms strongly correlated with increased urinary issues post-treatment, with various models showing moderate to high predictive ability for these symptoms.

Article Abstract

Purpose: A prospective trial started in 2010, aiming at developing models for urinary toxicity and erectile dysfunction after radiotherapy for prostate cancer. This analysis is finalised at highlighting correlations between clinical/dosimetric factors and acute urinary specific symptoms, as measured by single questions of the International Prostate Symptom Score (IPSS).

Materials/methods: IPSS was prospectively collected before and at the end of radiotherapy; absolute weekly bladder dose-surface histograms (DSHw) were chosen as dosimetric descriptors. Relevant clinical factors were prospectively gathered. Backward feature selection was used to identify variables to be included in logistic models for moderate-severe (scores⩾4) urinary symptoms.

Results: Complete data of 262 patients (120 conventional fractionation, 142 hypofractionation) were available. Smoking was a strong predictor for feeling of incomplete emptying, frequency, intermittency, urgency and straining; neoadjuvant hormonal therapy and use of antihypertensive drugs were risk factors for intermittency and weak stream, respectively. The baseline score was a major predictor for all symptoms with the exception of intermittency. DSHw were correlated to increased risk of frequency, intermittency, urgency and nocturia. Most models showed moderate-high discrimination (AUC≈0.60-0.79).

Conclusions: Smoking and other clinical and dosimetric factors predict for specific moderate-severe acute urinary symptoms; baseline condition heavily modulated the risk in most endpoints.

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Source
http://dx.doi.org/10.1016/j.radonc.2015.07.048DOI Listing

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