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利用正常组织并发症概率模型的功能测定预测腹部癌症放疗后的慢性肾脏病。

Prediction of chronic kidney disease in abdominal cancers radiation therapy using the functional assays of normal tissue complication probability models.

机构信息

Department of Radiation Sciences, Faculty of Allied Medicine, Iran University of Medical Sciences, Tehran, Iran.

Department of Medical Physics and Biomedical Engineering, Shahid Beheshti University of Medical, Tehran, Iran.

出版信息

J Cancer Res Ther. 2022 Apr-Jun;18(3):718-724. doi: 10.4103/jcrt.jcrt_179_21.

DOI:10.4103/jcrt.jcrt_179_21
Abstract

AIM

The purpose of this study is to predict chronic kidney disease (CKD) in the radiotherapy of abdominal cancers by evaluating clinical and functional assays of normal tissue complication probability (NTCP) models.

MATERIALS AND METHODS

Radiation renal damage was analyzed in 50 patients with abdominal cancers 12 months after radiotherapy through a clinical estimated glomerular filtration rate (eGFR). According to the common terminology criteria for the scoring system of adverse events, Grade 2 CKD (eGFR ≤30-59 ml/min/1.73 m) was considered as the radiation therapy endpoint. Modeling and parameter estimation of NTCP models were performed for the Lyman-equivalent uniform dose (EUD), the logit-EUD critical volume (CV), the relative seriality, and the mean dose model.

RESULTS

The confidence interval of the fitted parameters was 95%. The parameter value of D was obtained 22-38 Gy, and the n and s parameters were equivalent to 0.006 -3 and 1, respectively. According to the Akaike's information criterion, the mean dose model predicts radiation-induced CKD more accurately than the other models.

CONCLUSION

Although the renal medulla consists of many nephrons arranged in parallel, each nephron has a seriality architecture as renal functional subunits. Therefore, based on this principle and modeling results in this study, the whole kidney organs may have a serial-parallel combination or a secret architecture.

摘要

目的

本研究旨在通过评估正常组织并发症概率(NTCP)模型的临床和功能测定,预测腹部癌症放疗后的慢性肾脏病(CKD)。

材料和方法

通过临床估算肾小球滤过率(eGFR),对 50 例腹部癌症患者放疗后 12 个月的放射性肾损伤进行分析。根据不良事件评分系统的通用术语标准,将 CKD 2 级(eGFR≤30-59ml/min/1.73m)视为放射治疗终点。对 Lyman 等效均匀剂量(EUD)、对数 EUD 临界体积(CV)、相对连续性和平均剂量模型进行 NTCP 模型的建模和参数估计。

结果

拟合参数的置信区间为 95%。D 参数的值为 22-38Gy,n 和 s 参数分别等于 0.006-3 和 1。根据赤池信息量准则,平均剂量模型比其他模型更准确地预测放射性 CKD。

结论

尽管肾髓质由许多平行排列的肾单位组成,但每个肾单位都有作为肾功能亚单位的串联结构。因此,基于这一原理和本研究的建模结果,整个肾脏器官可能具有串联-并联组合或秘密结构。

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