Development and validation of a nomogram for assessing survival in patients with hepatocellular carcinoma after hepatectomy

被引:4
|
作者
Huo, Rong-Ru [1 ,2 ]
Liu, Xu [1 ]
Cui, Jing [1 ]
Ma, Liang [1 ]
Huang, Kun-Hua [1 ,3 ]
He, Cai-Yi [1 ,3 ]
Yang, Yang [4 ]
You, Xue-Mei [1 ]
Yuan, Wei-Ping [1 ]
Xiang, Bang-De [1 ]
Zhong, Jian-Hong [1 ]
Li, Le-Qun [1 ]
机构
[1] Guangxi Med Univ, Canc Hosp, Hepatobiliary Surg Dept, Guangxi Liver Canc Diag & Treatment Engn & Techno, Nanning 530021, Peoples R China
[2] Guangxi Med Univ, Canc Hosp, Editorial Off, Nanning 530021, Peoples R China
[3] Guangxi Med Univ, Basic Med Coll, Grade 2016, Nanning 530021, Peoples R China
[4] Guangxi Med Univ, Affiliated Hosp 1, Chemotherapy Dept, Nanning 530021, Peoples R China
关键词
CANCER; PREDICTION; REGRESSION;
D O I
10.1042/BSR20192690
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Background and aim: Assessing the average survival rate of patients with hepatocellular carcinoma (HCC) after hepatectomy is important for making critical decisions in everyday clinical practice. The present study aims to develop and validate a nomogram for assessing the overall survival probability for such patients. Methods: The putative prognostic indicators for constructing the nomogram were identified using multivariable Cox regression and model selection based on the Akaike information criterion. The nomogram was subjected to internal and external validation. The nomogram endpoints were death within 1, 3, and 5 years. Results: A consecutive sample of 522 HCC patients who underwent potentially curative hepatectomy was retrospectively analyzed. Age, Barcelona clinic liver cancer (BCLC) stage, tumor size, alanine transaminase, alpha fetal protein, and serum prealbumin were included in the final model. The nomogram's discriminative ability was good in the training set (C-index was 0.74 for 1 year, 0.73 for 3 years, 0.70 for 5 years) and was validated using both an internal bootstrap method (C-index was 0.73 for 1 year, 0.72 for 3 years, 0.69 for 5 years) and an external validating set (C-index was 0.72 for 1 year, 0.72 for 3 years, 0.69 for 5 years). The calibration plots for the endpoints showed optimal agreement between the nomogram's assessment and actual observations. Conclusions: The nomogram (an Excel-based tool) can be useful for assessing the probability of survival at 1, 3, and 5 years in patients with HCC after hepatectomy.
引用
收藏
页数:10
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