Nomogram based on CT-derived extracellular volume for the prediction of post-hepatectomy liver failure in patients with resectable hepatocellular carcinoma

被引:18
作者
Peng, Yangling [1 ,2 ,3 ]
Shen, Hesong [1 ,2 ,3 ]
Tang, Hao [1 ,2 ,3 ]
Huang, Yuanying [4 ]
Lan, Xiaosong [1 ,2 ,3 ]
Luo, Xianzhang [3 ,5 ]
Zhang, Xiaoyue [6 ]
Zhang, Jiuquan [1 ,2 ,3 ]
机构
[1] Chongqing Univ, Canc Hosp, Dept Radiol, Chongqing 400030, Peoples R China
[2] Chongqing Canc Inst, Chongqing 400030, Peoples R China
[3] Chongqing Canc Hosp, Chongqing 400030, Peoples R China
[4] Univ Chinese Acad Sci, Chongqing Gen Hosp, Dept Hematol, Chongqing, Peoples R China
[5] Chongqing Univ, Canc Hosp, Chongqing Canc Inst, Minist Educ,Key Lab Biorheol Sci & Technol, Chongqing, Peoples R China
[6] Siemens Healthineers, Xian, Peoples R China
基金
中央高校基本科研业务费专项资金资助; 中国国家自然科学基金;
关键词
Liver failure; Hepatectomy; Hepatocellular carcinoma; Extracellular space; Nomogram; DISEASE SCORE; RESECTION; FIBROSIS; RISK; DEFINITION;
D O I
10.1007/s00330-022-08917-x
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Objectives This study aimed to develop and validate a nomogram based on extracellular volume (ECV) derived from computed tomography (CT) for predicting post-hepatectomy liver failure (PHLF) in patients with resectable hepatocellular carcinoma (HCC). Methods A total of 202 patients with resectable HCC from two hospitals were enrolled and underwent multiphasic contrast-enhanced CT before surgery. One hundred twenty-one patients from our hospital and 81 patients from another hospital were assigned to the training cohort and the validation cohort, respectively. CT-derived ECV was measured using nonenhanced and equilibrium-phase-enhanced CT images. The nomogram was developed with independent predictors of PHLF. Predictive performance and calibration were assessed by receiver operator characteristic (ROC) analysis and Hosmer-Lemeshow test, respectively. The Delong test was used to compare the areas under the curve (AUCs). Results CT-derived ECV had a strong correlation with the postoperative pathological fibrosis stage of the background liver (p < 0.001, r = 0.591). The nomogram combining CT-derived ECV, serum albumin (Alb), and serum total bilirubin (Tbil) obtained higher AUCs than the albumin-bilirubin (ALBI) score for predicting PHLF in both the training cohort (0.828 vs. 0.708; p = 0.004) and the validation cohort (0.821 vs. 0.630; p < 0.001). The nomogram showed satisfactory goodness of fit for PHLF prediction in the training and validation cohorts (p = 0.621 and 0.697, respectively). Conclusions The nomogram contributes to the preoperative prediction of PHLF in patients with resectable HCC.
引用
收藏
页码:8529 / 8539
页数:11
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