A novel inflammation-based nomogram system to predict survival of patients with hepatocellular carcinoma

被引:26
作者
Chen, Jinbin [1 ,2 ]
Fang, Aiping [3 ]
Chen, Minshan [1 ,2 ]
Tuoheti, Yiminjiang [1 ,2 ]
Zhou, Zhongguo [1 ,2 ]
Xu, Li [1 ,2 ]
Chen, Jiancong [1 ,2 ]
Pan, Yangxun [1 ,2 ]
Wang, Juncheng [1 ,2 ]
Zhu, Huilian [2 ,3 ]
Zhang, Yaojun [1 ]
机构
[1] Sun Yat Sen Univ Canc, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China, Guangzhou, Guangdong, Peoples R China
[2] Sun Yat Sen Univ, Dept Hepatobiliary Oncol, Canc Ctr, Guangzhou, Guangdong, Peoples R China
[3] Sun Yat Sen Univ, Sch Publ Hlth, Dept Nutr, Guangzhou, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
hepatocellular carcinoma; inflammation-based score system; nomogram; prognostic value; C-REACTIVE PROTEIN/ALBUMIN; PROGNOSTIC SCORE; STAGING-SYSTEM; CANCER; RATIO; RESECTION; INDEX; RECURRENCE;
D O I
10.1002/cam4.1787
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background and Aim: The existed staging systems were limited in the accuracy of prediction for overall survival (OS) of hepatocellular carcinoma (HCC) patients. The aim of this study is to establish a novel inflammation-based prognostic system with nomogram for HCC patients. Methods: A prospective cohort of patients was recruited and assigned to the training cohort (n = 659) and validation cohort (n = 320) randomly. Different inflammation-based score systems were evaluated to select the best one predicting overall survival (OS). The inflammation-based score system with the highest predicting value and the parameters best reflecting tumor burden identified by multivariate analysis were selected to construct a novel predicting nomogram system. The predictive accuracy and discriminative ability of the nomogram were evaluated by concordance index (C-index) and calibration curve and compared with conventional staging systems. Results: With a highest C-index and areas under the receiver operating characteristic curve (AUC), C-reactive protein/albumin ratio (CAR) was selected to construct the novel system, along with tumor number, tumor size, macrovascular invasion and extra-hepatic metastases. The C-index of the nomogram was 0.813 (95% CI, 0.789-0.837) in the training cohort and 0.794 (95% CI, 0.756-0.832) in the validation cohort. The calibration curve for predicting probability of survival showed that the nomogram had a high consistency with follow-up data. The C-index of the novel system was higher than other conventional staging systems (P < 0.001). Conclusions: The novel inflammation-based nomogram, developed from prospectively collected data in the present study, predicted the OS of HCC patients.
引用
收藏
页码:5027 / 5035
页数:9
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