1. LASSO-based NTCP model for radiation-induced temporal lobe injury developing after intensity-modulated radiotherapy of nasopharyngeal carcinoma.
- Author
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Kong C, Zhu XZ, Lee TF, Feng PB, Xu JH, Qian PD, Zhang LF, He X, Huang SF, and Zhang YQ
- Subjects
- Adolescent, Adult, Aged, Aged, 80 and over, Brain Diseases diagnostic imaging, Brain Diseases etiology, Child, Dose-Response Relationship, Radiation, Female, Humans, Incidence, Magnetic Resonance Imaging, Male, Middle Aged, Nasopharyngeal Carcinoma, Radiometry, Radiotherapy Dosage, Retrospective Studies, Temporal Lobe radiation effects, Treatment Outcome, Young Adult, Brain Diseases epidemiology, Carcinoma radiotherapy, Nasopharyngeal Neoplasms radiotherapy, Radiotherapy, Intensity-Modulated adverse effects, Temporal Lobe injuries
- Abstract
We investigated the incidence of temporal lobe injury (TLI) in 132 nasopharyngeal carcinoma (NPC) patients who had undergone intensity-modulated radiotherapy (IMRT) in our hospital between March 2005 and November 2009; and identified significant dosimetric predictors of TLI development. Contrast-enhanced lesions or cysts in the temporal lobes, as detected by magnetic resonance imaging (MRI), were regarded as radiation-induced TLIs. We used the least absolute shrinkage and selection operator (LASSO) method to select Dmax (the maximum point dose) and the D1cc (the top dose delivered to a 1-mL volume) from 15 dose-volume-histogram-associated and four clinically relevant candidate factors; the Dmax and the D1cc were the most significant predictors of TLI development. We drew dose-response curves for Dmax and D1cc. The tolerance dose (TD) for the 5% and 50% probabilities of TLI development were 69.0 ± 1.6 and 82.1 ± 2.4 Gy for Dmax and 62.8 ± 2.2 and 80.9 ± 3.4 Gy for D1cc, respectively. The incidence of TLI in NPC patients after IMRT was higher than expected because the therapeutic window is narrow. High-quality longitudinal studies are needed to gain further insight into the complex spatiotemporal effects of non-uniform irradiation on TLI development in NPC patients.
- Published
- 2016
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