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Predicting grade 3 acute diarrhea during radiation therapy for rectal cancer using a cutoff-dose logistic regression normal tissue complication probability model.
- Source :
-
International journal of radiation oncology, biology, physics [Int J Radiat Oncol Biol Phys] 2010 May 01; Vol. 77 (1), pp. 66-72. Date of Electronic Publication: 2009 Aug 06. - Publication Year :
- 2010
-
Abstract
- Purpose: Understanding the dose-volume relationship of small bowel irradiation and severe acute diarrhea may help reduce the incidence of this side effect during adjuvant treatment for rectal cancer.<br />Methods and Materials: Consecutive patients treated curatively for rectal cancer were reviewed, and the maximum grade of acute diarrhea was determined. The small bowel was outlined on the treatment planning CT scan, and a dose-volume histogram was calculated for the initial pelvic treatment (45 Gy). Logistic regression models were fitted for varying cutoff-dose levels from 5 to 45 Gy in 5-Gy increments. The model with the highest LogLikelihood was used to develop a cutoff-dose normal tissue complication probability (NTCP) model.<br />Results: There were a total of 152 patients (48% preoperative, 47% postoperative, 5% other), predominantly treated prone (95%) with a three-field technique (94%) and a protracted venous infusion of 5-fluorouracil (78%). Acute Grade 3 diarrhea occurred in 21%. The largest LogLikelihood was found for the cutoff-dose logistic regression model with 15 Gy as the cutoff-dose, although the models for 20 Gy and 25 Gy had similar significance. According to this model, highly significant correlations (p <0.001) between small bowel volumes receiving at least 15 Gy and toxicity exist in the considered patient population. Similar findings applied to both the preoperatively (p = 0.001) and postoperatively irradiated groups (p = 0.001).<br />Conclusion: The incidence of Grade 3 diarrhea was significantly correlated with the volume of small bowel receiving at least 15 Gy using a cutoff-dose NTCP model.
- Subjects :
- Antimetabolites, Antineoplastic administration & dosage
Diarrhea epidemiology
Dose-Response Relationship, Radiation
Fluorouracil administration & dosage
Humans
Incidence
Intestine, Small diagnostic imaging
Likelihood Functions
Logistic Models
Radiation Injuries complications
Radiation Injuries prevention & control
Radiography
Radiotherapy Dosage
Rectal Neoplasms diagnostic imaging
Rectal Neoplasms drug therapy
Diarrhea etiology
Intestine, Small radiation effects
Models, Statistical
Rectal Neoplasms radiotherapy
Subjects
Details
- Language :
- English
- ISSN :
- 1879-355X
- Volume :
- 77
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- International journal of radiation oncology, biology, physics
- Publication Type :
- Academic Journal
- Accession number :
- 19665323
- Full Text :
- https://doi.org/10.1016/j.ijrobp.2009.04.048