Establishment of a nomogram for survival rate after liver resection for primary small hepatocellular carcinoma based on SEER data and external validation
10.3969/j.issn.1001-5256.2022.01.017
- VernacularTitle:基于SEER数据的原发性小肝癌肝切除术后生存率列线图模型的构建及验证
- Author:
Haoyou TANG
1
;
Sheng LIU
1
;
Xin ZENG
1
;
Xiaobin HUANG
1
;
Yang YANG
1
;
Dawei DENG
1
;
Jianshui LI
1
Author Information
1. Second Department of Hepatobiliary Surgery, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan 637000, China
- Publication Type:Original Articles_Liver Neoplasms
- Keywords:
Carcinoma, Hepatocellular;
Hepatectomy;
Nomograms
- From:
Journal of Clinical Hepatology
2022;38(1):110-116
- CountryChina
- Language:Chinese
-
Abstract:
Objective To establish a nomogram for overall survival rate after liver resection for primary small hepatocellular carcinoma based on SEER data and external validation of Chinese data. Methods The data of 1809 patients, registered in National Cancer Institute SEER database in 2004-2015, who underwent hepatectomy for primary small hepatocellular carcinoma were extracted as modeling group, and 158 patients with small hepatocellular carcinoma who underwent hepatectomy in Affiliated Hospital of North Sichuan Medical College from 2010 to 2017 were collected as validation group. The univariate Cox risk regression analysis, lasso regression analysis, and multivariate Cox hazard regression analysis were used to investigate the influencing factors for OS after hepatectomy in patients with small hepatocellular carcinoma. A nomogram was established based on the independent influencing factors for OS, and index of concordance (C-index), calibration curves, and receiver operating characteristic (ROC) curve were used to analyze the predictive ability of the nomogram. The Kaplan-Meier survival analysis and the log-rank test were used to investigate the difference in survival between the high- and low-risk groups. Results The multivariate Cox hazard regression analysis showed that sex (hazard ratio [ HR ]=1.22, 95% confidence interval [ CI ]: 1.05-1.41, P =0.010), Seer stage ( HR =1.51, 95% CI : 1.23-1.85, P < 0.001; HR =10.31, 95% CI : 2.53-42.04, P =0.001), tumor diameter ( HR =1.22, 95% CI : 1.06-1.39, P =0.004), vascular invasion or metastasis ( HR =1.43, 95% CI : 1.24-1.65, P < 0.001), and alpha-fetoprotein ( HR =1.33, 95% CI : 1.16-1.54, P < 0.001) were independent risk factors for OS after hepatectomy for small hepatocellular carcinoma. The modeling group had a C-index of 0.621, and its area under the ROC curve at 1, 2, and 3 years was 0.666(95% CI 0.628-0.704), 0.678(95% CI 0.647-0.708), and 0.663(95% CI : 0.635-0.690), respectively; the validation group had a C-index of 0.718, and its area under the ROC curve at 1, 2, and 3 years was 0.695(95% CI : 0.593-0.797), 0.781(95% CI : 0.706-0.856), and 0.759(95% CI 0.669-0.848), respectively. Risk stratification was performed based on the nomogram, and the Kaplan-Meier survival analysis showed that for both the modeling group and the validation group, the low-risk group had a significantly better prognosis than the high-risk group ( P < 0.01). Conclusion The model established for survival rate after liver resection for primary small hepatocellular carcinoma can predict the 1-, 2-, and 3-year OS rates and can thus be used in clinical practice in China.
