Predicting High-Grade Acute Urinary Toxicity and Lower Gastrointestinal Toxicity After Postoperative Volumetric Modulated Arc Therapy for Cervical and Endometrial Cancer Using a Normal Tissue Complication Probability Model.

IF 3.4 4区 医学 Q2 ONCOLOGY Current oncology Pub Date : 2025-01-01 DOI:10.3390/curroncol32010026
Tianyu Yang, Zhe Ji, Runhong Lei, Ang Qu, Weijuan Jiang, Xiuwen Deng, Ping Jiang
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Abstract

(1) Background: Volumetric modulated arc therapy (VMAT) can deliver more accurate dose distribution and reduce radiotherapy-induced toxicities for postoperative cervical and endometrial cancer. This study aims to retrospectively analyze the relationship between dosimetric parameters of organs at risk (OARs) and acute toxicities and provide suggestions for the dose constraints. (2) Methods: A total of 164 postoperative cervical and endometrial cancer patients were retrospectively analyzed, and the endpoints were grade ≥ 2 acute urinary toxicity (AUT) and acute lower gastrointestinal toxicity (ALGIT). The normal tissue complication probability (NTCP) model was established using the logistic regression model. Restricted cubic spline (RCS) curves were used to explore the association between dosimetric parameters and toxicities. The receiver operating characteristic (ROC) curve, calibration curve, Akaike's corrected information criterion (AICc), decision curve analysis (DCA), and clinical impact curve (CIC) were analyzed to evaluate the performance of NTCP models. (3) Results: Bladder V40Gy was identified to develop the NTCP model of AUT, and the mean AUC was 0.69 (CI: 0.58-0.80). Three candidate predictors, namely the small intestine V30Gy, colon D45%, and rectum D55%, were identified to develop the NTCP model of ALGIT, and the mean AUC was 0.71 (CI: 0.61-0.80). Both models were considered to have relatively good discriminative accuracy and could provide a high net benefit in clinical applications. (4) Conclusions: We developed NTCP models to predict the probability for grade ≥ 2 AUT and ALGIT. We recommend that bladder V40Gy, the small intestine V30Gy, colon D45%, and rectum D55% be controlled below 42%, 20.4%, 16.9 Gy, and 32.0 Gy, respectively.

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使用正常组织并发症概率模型预测宫颈癌和子宫内膜癌术后体积调节弧线治疗后的高度急性尿毒性和低胃肠道毒性。
(1)研究背景:体积调制弧线治疗(VMAT)可以为宫颈癌和子宫内膜癌术后患者提供更准确的剂量分布,降低放疗引起的毒性。本研究旨在回顾性分析危险器官(OARs)剂量学参数与急性毒性的关系,并对剂量限制提出建议。(2)方法:回顾性分析164例宫颈癌和子宫内膜癌术后患者,终点为≥2级急性尿毒性(AUT)和急性下消化道毒性(ALGIT)。采用logistic回归模型建立正常组织并发症概率(NTCP)模型。采用限制性三次样条(RCS)曲线探讨剂量学参数与毒性之间的关系。采用受试者工作特征(ROC)曲线、校正曲线、赤池校正信息准则(AICc)、决策曲线分析(DCA)和临床影响曲线(CIC)评价NTCP模型的性能。(3)结果:膀胱V40Gy建立AUT NTCP模型,平均AUC为0.69 (CI: 0.58 ~ 0.80)。确定了三个候选预测因子,即小肠V30Gy、结肠D45%和直肠D55%,建立了ALGIT的NTCP模型,平均AUC为0.71 (CI: 0.61-0.80)。这两种模型被认为具有相对较好的判别准确度,并可在临床应用中提供较高的净效益。(4)结论:我们建立了NTCP模型来预测≥2级AUT和ALGIT的概率。建议膀胱V40Gy、小肠V30Gy、结肠D45%、直肠D55%分别控制在42%、20.4%、16.9 Gy、32.0 Gy以下。
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来源期刊
Current oncology
Current oncology ONCOLOGY-
CiteScore
3.30
自引率
7.70%
发文量
664
审稿时长
1 months
期刊介绍: Current Oncology is a peer-reviewed, Canadian-based and internationally respected journal. Current Oncology represents a multidisciplinary medium encompassing health care workers in the field of cancer therapy in Canada to report upon and to review progress in the management of this disease. We encourage submissions from all fields of cancer medicine, including radiation oncology, surgical oncology, medical oncology, pediatric oncology, pathology, and cancer rehabilitation and survivorship. Articles published in the journal typically contain information that is relevant directly to clinical oncology practice, and have clear potential for application to the current or future practice of cancer medicine.
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