Impact of RBE variations on risk estimates of temporal lobe necrosis in patients treated with intensity-modulated proton therapy for head and neck cancer

RBE 变化对接受调强质子治疗的头颈癌患者颞叶坏死风险评估的影响

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Abstract

BACKGROUND: Temporal lobe necrosis (TLN) is a potential late effect after radiotherapy for skull base head and neck cancer (HNC). Several photon-derived dose constraints and normal tissue complication probability (NTCP) models have been proposed, however variation in relative biological effectiveness (RBE) may challenge the applicability of these dose constraints and models in proton therapy. The purpose of this study was therefore to investigate the influence of RBE variations on risk estimates of TLN after Intensity-Modulated Proton Therapy for HNC. MATERIAL AND METHODS: Seventy-five temporal lobes from 45 previously treated patients were included in the analysis. Sixteen temporal lobes had radiation associated Magnetic Resonance image changes (TLIC) suspected to be early signs of TLN. Fixed (RWD(Fix)) and variable RBE-weighed doses (RWD(Var)) were calculated using RBE = 1.1 and two RBE models, respectively. RWD(Fix) and RWD(Var) for temporal lobes were compared using Friedman's test. Based on RWD(Fix), six NTCP models were fitted and internally validated through bootstrapping. Estimated probabilities from RWD(Fix) and RWD(Var) were compared using paired Wilcoxon test. Seven dose constraints were evaluated separately for RWD(Fix) and RWD(Var) by calculating the observed proportion of TLIC in temporal lobes meeting the specific dose constraints. RESULTS: RWD(Var) were significantly higher than RWD(Fix) (p < 0.01). NTCP model performance was good (AUC:0.79-0.84). The median difference in estimated probability between RWD(Fix) and RWD(Var) ranged between 5.3% and 20.0% points (p < 0.01), with V(60GyRBE) and D(Max) at the smallest and largest differences, respectively. The proportion of TLIC was higher for RWD(Fix) (4.0%-13.1%) versus RWD(Var) (1.3%-5.3%). For V(65GyRBE) ≤ 0.03 cc the proportion of TLIC was less than 5% for both RWD(Fix) and RWD(Var.) CONCLUSION: NTCP estimates were significantly influenced by RBE variations. D(max) as model predictor resulted in the largest deviations in risk estimates between RWD(Fix) and RWD(Var). V(65GyRBE) ≤ 0.03 cc was the most consistent dose constraint for RWD(Fix) and RWD(Var.)

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