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Spatial rectal dose/volume metrics predict patient-reported gastro-intestinal symptoms after radiotherapy for prostate cancer

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DataCite Commons2020-09-01 更新2024-07-27 收录
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https://tandf.figshare.com/articles/dataset/Spatial_rectal_dose_volume_metrics_predict_patient-reported_gastro-intestinal_symptoms_after_radiotherapy_for_prostate_cancer/5387950/3
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<b>Background:</b> Gastro-intestinal (GI) toxicity after radiotherapy (RT) for prostate cancer reduces patient’s quality of life. In this study, we explored associations between spatial rectal dose/volume metrics and patient-reported GI symptoms after RT for localized prostate cancer, and compared these with those of dose–surface/volume histogram (DSH/DVH) metrics. <b>Material and methods:</b> Dose distributions and six GI symptoms (defecation urgency/emptying difficulties/fecal leakage, ≥Grade 2, median follow-up: 3.6 y) were extracted for 200 patients treated with image-guided RT in 2005–2007. Three hundred and nine metrics assessed from 2D rectal dose maps or DSHs/DVHs were subject to 50-times iterated five-fold cross-validated univariate and multivariate logistic regression analysis (UVA, MVA). Performance of the most frequently selected MVA models was evaluated by the area under the receiving–operating characteristics curve (AUC). <b>Results:</b> The AUC increased for dose-map compared to DSH/DVH-based models (mean SD: 0.64 ± 0.03 vs. 0.61 ± 0.01), and significant relations were found for six versus four symptoms. Defecation urgency and faecal leakage were explained by high doses at the central/upper and central areas, respectively; while emptying difficulties were explained by longitudinal extensions of intermediate doses. <b>Conclusions:</b> Predictability of patient-reported GI toxicity increased using spatial metrics compared to DSH/DVH metrics. Novel associations were particularly identified for emptying difficulties using both approaches in which intermediate doses were emphasized.
提供机构:
Taylor & Francis
创建时间:
2019-10-25
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