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PET-BASED TREATMENT RESPONSE EVALUATION IN RECTAL CANCER: PREDICTION AND VALIDATION
- Source :
- International Journal of Radiation Oncology Biology Physics vol.82 (2012) date: 2012-02-01 nr.2 p.871-876 [ISSN 0360-3016]
- Publication Year :
- 2012
-
Abstract
- Purpose: To develop a positron emission tomography (PET)-based response prediction model to differentiate pathological responders from nonresponders. The predictive strength of the model was validated in a second patient group, treated and imaged identical to the patients on which the predictive model was based. Methods and Materials: Fifty-one rectal cancer patients were prospectively included in this study. All patients underwent fluorodeoxyglucose (FDG) PET-computed tomography (CT) imaging both before the start of chemoradiotherapy (CRT) and after 2 weeks of treatment. Preoperative treatment with CRT was followed by a total mesorectal excision. From the resected specimen, the tumor regression grade (TRG) was scored according to the Mandard criteria. From one patient group (n = 30), the metabolic treatment response was correlated with the pathological treatment response, resulting in a receiver operating characteristic (ROC) curve based cutoff value for the reduction of maximum standardized uptake value (SUV(max)) within the tumor to differentiate pathological responders (TRG 1-2) from nonresponders (TRG 3-5). The applicability of the selected cutoff value for new patients was validated in a second patient group (n = 21). Results: When correlating the metabolic and pathological treatment response for the first patient group using ROC curve analysis (area under the curve = 0.98), a cutoff value of 48% SUV(max) reduction was selected to differentiate pathological responders from nonresponders (specificity of 100%, sensitivity of 64%). Applying this cutoff value to the second patient group resulted in a specificity and sensitivity of, respectively, 93% and 83%, with only one of the pathological nonresponders being false positively predicted as pathological responding. Conclusions: For rectal cancer, an accurate PET-based prediction of the pathological treatment response is feasible already after 2 weeks of CRT. The presented predictive model could be used to select p
Details
- Database :
- OAIster
- Journal :
- International Journal of Radiation Oncology Biology Physics vol.82 (2012) date: 2012-02-01 nr.2 p.871-876 [ISSN 0360-3016]
- Notes :
- DOI: 10.1016/j.ijrobp.2010.11.038, English
- Publication Type :
- Electronic Resource
- Accession number :
- edsoai.on1264550935
- Document Type :
- Electronic Resource