TY - JOUR
T1 - Validation of Effective Dose as a Better Predictor of Radiation Pneumonitis Risk Than Mean Lung Dose
T2 - Secondary Analysis of a Randomized Trial
AU - Tucker, Susan L.
AU - Xu, Ting
AU - Paganetti, Harald
AU - Deist, Timo
AU - Verma, Vivek
AU - Choi, Noah
AU - Mohan, Radhe
AU - Liao, Zhongxing
N1 - Funding Information:
This study was supported in part by grants U19CA021239 and P30CA016672 from the National Cancer Institute of the National Institutes of Health and by startup funds from The University of Texas MD Anderson Cancer Center.
Publisher Copyright:
© 2018
PY - 2019/2/1
Y1 - 2019/2/1
N2 - Purpose: To confirm the superiority of effective dose (D-eff) over mean lung dose (MLD) for predicting risk of radiation pneumonitis (RP), using data from patients on a randomized trial of intensity modulated radiation therapy (IMRT) versus passively scattered proton therapy (PSPT).Methods and Materials: The prescribed target dose for the 203 evaluated patients was 66 to 74 Gy (relative biological effectiveness) in 33 to 37 fractions with concurrent carboplatin/paclitaxel. Time to grade >= 2 RP was computed from the start of radiation therapy, with disease recurrence or death considered censoring events. Generalized Lyman models of censored time to RP were constructed with MLD or D-eff as the dosimetric parameter. Smoking status (current, former, never) was also analyzed.Results: Of the 203 patients, 46 experienced grade >= 2 RP (crude incidence 23%) at a median 3.7 months (range, 0.6-12.6 months). The volume parameter estimated for the D-eff model was n = 0.5, confirming estimates from earlier studies. Compared with MLD (in which n = 1), the dosimetric parameter D-eff, computed using n = 0.5, resulted in a better fit of the Lyman model to the clinical data (P = .010). Using D-eff, the model describes RP risk for IMRT and PSPT data combined no further improvement was found from separate fits (P = .558). Based on D-eff, predicted RP risk per patient ranged from 24 percentage points lower to 19 percentage points higher than predictions based on MLD. For patients with similar MLD, D-eff predicted higher risk, on average, for PSPT over IMRT. Current smokers had a lower risk of RP than former smokers and nonsmokers (P = .021).Conclusions: We used data from a randomized trial to validate our previous finding that D-eff with n = 0.5 (corresponding to root mean squared dose) is a better predictor of RP than is MLD. Differences between D-eff and MLD indicate that delivering higher doses to smaller lung volumes (vs lower doses to larger volumes) increases RP risk. We further corroborated that current smoking is associated with decreased RP risk. Published by Elsevier Inc.
AB - Purpose: To confirm the superiority of effective dose (D-eff) over mean lung dose (MLD) for predicting risk of radiation pneumonitis (RP), using data from patients on a randomized trial of intensity modulated radiation therapy (IMRT) versus passively scattered proton therapy (PSPT).Methods and Materials: The prescribed target dose for the 203 evaluated patients was 66 to 74 Gy (relative biological effectiveness) in 33 to 37 fractions with concurrent carboplatin/paclitaxel. Time to grade >= 2 RP was computed from the start of radiation therapy, with disease recurrence or death considered censoring events. Generalized Lyman models of censored time to RP were constructed with MLD or D-eff as the dosimetric parameter. Smoking status (current, former, never) was also analyzed.Results: Of the 203 patients, 46 experienced grade >= 2 RP (crude incidence 23%) at a median 3.7 months (range, 0.6-12.6 months). The volume parameter estimated for the D-eff model was n = 0.5, confirming estimates from earlier studies. Compared with MLD (in which n = 1), the dosimetric parameter D-eff, computed using n = 0.5, resulted in a better fit of the Lyman model to the clinical data (P = .010). Using D-eff, the model describes RP risk for IMRT and PSPT data combined no further improvement was found from separate fits (P = .558). Based on D-eff, predicted RP risk per patient ranged from 24 percentage points lower to 19 percentage points higher than predictions based on MLD. For patients with similar MLD, D-eff predicted higher risk, on average, for PSPT over IMRT. Current smokers had a lower risk of RP than former smokers and nonsmokers (P = .021).Conclusions: We used data from a randomized trial to validate our previous finding that D-eff with n = 0.5 (corresponding to root mean squared dose) is a better predictor of RP than is MLD. Differences between D-eff and MLD indicate that delivering higher doses to smaller lung volumes (vs lower doses to larger volumes) increases RP risk. We further corroborated that current smoking is associated with decreased RP risk. Published by Elsevier Inc.
KW - COMPLICATION PROBABILITY
KW - IRRADIATION
KW - CANCER
KW - MODELS
U2 - 10.1016/j.ijrobp.2018.09.029
DO - 10.1016/j.ijrobp.2018.09.029
M3 - Article
C2 - 30291994
SN - 0360-3016
VL - 103
SP - 403
EP - 410
JO - International Journal of Radiation Oncology Biology Physics
JF - International Journal of Radiation Oncology Biology Physics
IS - 2
ER -