Nomogram based on enhanced cortical phase CT Radscores combined with CT features for predicting synchronous distant metastasis of renal cell carcinoma
10.13929/j.issn.1003-3289.2024.12.019
- VernacularTitle:增强皮质期CT影像组学评分联合CT特征列线图预测肾细胞癌同时性远处转移
- Author:
Ying HE
1
;
Jing LYU
;
Qian HU
;
Jiujie SHAO
;
Yanfang ZHU
;
Yongqi ZHU
;
Yilin WANG
;
Pei WANG
;
Yun LIU
Author Information
1. 宁夏医科大学临床医学院,宁夏银川 750004
- Publication Type:Journal Article
- Keywords:
kidney neoplasms;
neoplasm metastasis;
tomography,X-ray computed;
radiomics;
nomograms
- From:
Chinese Journal of Medical Imaging Technology
2024;40(12):1894-1899
- CountryChina
- Language:Chinese
-
Abstract:
Objective To observe the value of nomogram based on enhanced cortical phase CT Radscore combined with CT features for predicting synchronous distant metastasis(SDM)of renal cell carcinoma(RCC).Methods Totally 139 RCC patients from center A were retrospectively enrolled and divided into SDM group(n=46)and non-SDM group(n=93),also classified as training set(n=97)and test set(n=42)at a ratio of 7∶3.Additionally,20 RCC patients from center B were included as validation set(8 cases with SDM and 12 cases without SDM).Radiomics features were extracted and screened based on enhanced cortical phase CT images to calculate Radscore.Multivariate logistic regression analysis was performed to identify independent predictors of RCC SDM among clinical and CT features.Then a logistic regression model was constructed combining Radscore and independent predictors of RCC SDM and visualized as a nomogram.The receiver operating characteristic curve and the area under the curve(AUC)was used to assess the efficacy of the nomogram for predicting RCC SDM.Results The maximum tumor diameter,CT-T stage and perirenal adipose stranding were all independent predictors of RCC SDM(all P＜0.01).Radscore was calculated based on 5 optimal features.The nomogram was constructed based on perirenal adipose stranding,CT-T stage and Radscore.AUC of the model for predicting RCC SDM in training set,test set and validation set was 0.964,0.921 and 0.885,respectively.Conclusion Enhanced cortical phase CT Radscore combined with perirenal adipose stranding and CT-T stage could effectively predict RCC SDM.
