列线图
医学
鼻咽癌
逻辑回归
单变量分析
放射治疗
核医学
接收机工作特性
肿瘤科
内科学
多元分析
作者
Lin Chen,Jing Li,Kunpeng Li,Jiang Hu,Qingjie Li,Chenglong Huang,Gaoyuan Wang,Na Liu,Ling‐Long Tang
标识
DOI:10.1016/j.radonc.2023.109985
摘要
BackgroundTreating nasopharyngeal carcinoma (NPC) with radiotherapy frequently causes hearing impairment (HI). HI risk data haven't been evaluated quantitatively. This study aimed to analyze the probability of HI and sever HI (SHI), develop a nomogram to quantify individual prediction, and provide dose limitation suggestions.Methods and materialsThis single-center, retrospective study was conducted based on 588 adolescents and young adults with non-metastatic NPC treated using intensity modulated radiation therapy (IMRT) at Sun Yat-sen University Cancer Center between 2010 and 2016. A least absolute shrinkage and selection operator (LASSO) logistic regression model and univariate analysis were used to screen potential risk factors. The concordance index and a calibration curve evaluated the nomogram models' predictive ability, with bootstrap resampling validation.ResultsWe analyzed 588 patients with NPC, with a median follow-up of 103.4 months. HI occurred in 39.5% of patients, with 29.7% experiencing SHI. Two factors were classified as precursors for HI (volume 45 Gy of the inner ear (IEV45) and volume 50 Gy of the internal auditory canal (IACV50)), and IACmin and IACV60 for SHI, respectively. Prognostic nomograms were developed to predict HI and SHI probabilities, showing excellent discriminative abilities (c-index values = 0.806 and 0.793, respectively). We also suggested IEV45 < 50% and/or IACV50 < 40% as rational dose limitations for HI, and IACmin < 44 Gy and/or the IACV60 < 40% for SHI.ConclusionComprehensive analysis could predict the risk of HI and SHI in NPC after IMRT, proposing rational dose limitations and improving long-term quality of life.
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