Development and validation of a nomogram for prediction of recovery from moderate-severe xerostomia post-radiotherapy in nasopharyngeal carcinoma patients

列线图 医学 鼻咽癌 放射治疗 队列 比例危险模型 腮腺 内科学 回归分析 泌尿科 肿瘤科 外科 核医学 病理 统计 数学
作者
Dawei Zhao,Feng Teng,Lingling Meng,Wenjun Fan,Yanrong Luo,Hua-Yong Jiang,Chen Nan-xiang,Xinxin Zhang,Wei Yu,Boning Cai,Lujun Zhao,Peiguo Wang,Lin Ma
出处
期刊:Radiotherapy and Oncology [Elsevier BV]
卷期号:184: 109683-109683 被引量:4
标识
DOI:10.1016/j.radonc.2023.109683
摘要

Aim to create and validate a comprehensive nomogram capable of accurately predicting the transition from moderate-severe to normal-mild xerostomia post-radiotherapy (postRT) in patients with nasopharyngeal carcinoma (NPC).We constructed and internally verified a prediction model using a primary cohort comprising 223 patients who were pathologically diagnosed with NPC from February 2016 to December 2019. LASSO regression model was used to identify the clinical factors and relevant variables (the pre-radiotherapy (XQ-preRT) and immediate post-radiotherapy (XQ-postRT) xerostomia questionnaire scores, as well as the mean dose (Dmean) delivered to the parotid gland (PG), submandibular gland (SMG), sublingual gland (SLG), tubarial gland (TG), and oral cavity). Cox proportional hazards regression analysis was performed to develop the prediction model, which was presented as a nomogram. The models' performance with regard to calibration, discrimination, and clinical usefulness was evaluated. The external validation cohort comprised 78 patients.Due to better discrimination and calibration in the training cohort, age, gender, XQ-postRT, and Dmean of PG, SMG, and TG were included in the individualized prediction model (C-index of 0.741 (95% CI:0.717 to 0.765). Verification of the nomogram's performance in internal and external validation cohorts revealed good discrimination (C-index of 0.729 (0.692 to 0.766) and 0.736 (0.702 to 0.770), respectively) and calibration. Decision curve analysis revealed that the nomogram was clinically useful. The 12-month and 24-month moderate-severe xerostomia rate was statistically lower in the SMG-spared arm (28.4% (0.230 to 35.2) and 5.2% (0.029 to 0.093), respectively) than that in SMG-unspared arm (56.8% (0.474 to 0.672) and 12.5% (0.070 to 0.223), respectively), with an HR of 1.84 (95%CI: 1.412 to 2.397, p = 0.000). The difference in restricted mean survival time for remaining moderate-severe xerostomia between the two arms at 24 months was 5.757 months (95% CI, 3.863 to 7.651; p = 0.000).The developed nomogram, incorporating age, gender, XQ-postRT, and Dmean to PG, SMG, and TG, can be used for predicting recovery from moderate-severe xerostomia post-radiotherapy in NPC patients. Sparing SMG is highly important for the patient's recovery.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
1秒前
大模型应助JOE采纳,获得10
1秒前
鱼饼发布了新的文献求助10
1秒前
Ava应助姚友进采纳,获得10
2秒前
2秒前
阿喔完成签到,获得积分10
2秒前
2秒前
5秒前
7秒前
欣欣完成签到,获得积分10
8秒前
赘婿应助回忆的天空采纳,获得10
8秒前
cocaco应助mao采纳,获得40
8秒前
9秒前
周佳玉完成签到,获得积分20
9秒前
9秒前
9秒前
11秒前
12秒前
Hello应助周佳玉采纳,获得10
12秒前
小蘑菇应助港岛妹妹采纳,获得10
13秒前
科研通AI6.3应助YNR采纳,获得10
13秒前
无极微光应助小手冰凉采纳,获得20
14秒前
姚友进发布了新的文献求助10
14秒前
uminije发布了新的文献求助10
14秒前
wjq完成签到,获得积分10
15秒前
16秒前
17秒前
17秒前
LiuHD完成签到,获得积分10
18秒前
20秒前
20秒前
jasmine完成签到 ,获得积分10
21秒前
21秒前
oc666888完成签到,获得积分10
22秒前
刘禹彤完成签到,获得积分10
23秒前
23秒前
23秒前
23秒前
王Carl发布了新的文献求助10
24秒前
xiaoxiao33应助有魅力寄翠采纳,获得10
24秒前
高分求助中
Principles of Economics, 11th Edition 10000
University Physics with Modern Physics, 16th edition 10000
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Development of a Bridge Weigh-In-Motion System: A technology to convert the bridge response to the passage of traffic into data on vehicle configurations, speeds, times of travel and weights 1000
Molecular Mechanisms of Photosynthesis, 4th Edition 1000
Organic Reactions, Volume 116 1000
Current concepts in cutaneous toxicity : proceedings of the Fourth Conference on Cutaneous Toxicity, Washington, D.C., May 9-11, 1979 1000
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7262171
求助须知:如何正确求助?哪些是违规求助? 8883538
关于积分的说明 18774069
捐赠科研通 6941399
什么是DOI,文献DOI怎么找? 3202412
关于科研通互助平台的介绍 2375640
邀请新用户注册赠送积分活动 2178094