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通过列线图预测肝细胞癌患者热消融后的生存率。

Predicting the survival rate of patients with hepatocellular carcinoma after thermal ablation by nomograms.

作者信息

Zhou Yan, Ding Jianmin, Qin Zhengyi, Wang Yijun, Zhang Jiayi, Jia Kefeng, Wang Yandong, Zhou Hongyu, Wang Fengmei, Jing Xiang

机构信息

Department of Ultrasound, Tianjin Institute of Hepatobiliary Disease, Tianjin Key Laboratory of Artificial Cell, Artificial Cell Engineering Technology Research Center of Public Health Ministry, Tianjin, China.

The Third Central Clinical College of Tianjin Medical University, Tianjin, China.

出版信息

Ann Transl Med. 2020 Sep;8(18):1159. doi: 10.21037/atm-20-6116.

Abstract

BACKGROUND

To accurately predict the survival rate of patients with hepatocellular carcinoma (HCC) undergoing thermal ablation using nomograms taking early recurrence into account as a risk factor.

METHODS

A total of 591 patients receiving percutaneous thermal ablation were included in this study. The overall survival (OS) and recurrence-free survival (RFS) rate was analyzed. Two prognostic nomograms with or without taking early recurrence into account as a risk factor were constructed using the independent predictors assessed by the multivariate Cox proportional hazard model. The performance of the nomograms, in terms of discrimination and calibration, was evaluated.

RESULTS

The cumulative RFS and OS rates at 1-, 3- and 5-year are 82.2%, 52.5%and 38.4%, 96.6%, 83.6% and 65.5%, respectively. Multivariate analysis without considering the early recurrence shows that tumor number, α-fetoprotein (AFP) level, liver function, and GGT level are associated with OS. The early recurrence, tumor number, AFP level, and liver function are considered associated with the OS when considering early recurrence. Two different nomograms were developed from the above two results. Internal validation with 1,000 bootstrapped sample sets of the two nomograms shows the concordance indexes of 0.69 (95% CI: 0.624-0.748) for the baseline nomogram and 0.81 (95% CI: 0.754-0.857) for the early recurrence-based nomogram, with the latter significantly better in discriminating performance (Z statistics =92.19, P<0.0001).

CONCLUSIONS

The survival rate of patients with HCC undergoing radical thermal ablation can be reliably predicted by the nomogram presented in this study, which was developed by taking early recurrence into account.

摘要

背景

使用列线图准确预测肝细胞癌(HCC)热消融患者的生存率,并将早期复发作为危险因素考虑在内。

方法

本研究共纳入591例行经皮热消融的患者。分析总生存期(OS)和无复发生存期(RFS)率。使用多变量Cox比例风险模型评估的独立预测因子构建了两个将早期复发作为或不作为危险因素考虑的预后列线图。评估了列线图在区分度和校准方面的性能。

结果

1年、3年和5年的累积RFS率和OS率分别为82.2%、52.5%和38.4%,96.6%、83.6%和65.5%。未考虑早期复发的多变量分析显示,肿瘤数量、甲胎蛋白(AFP)水平、肝功能和γ-谷氨酰转移酶(GGT)水平与OS相关。考虑早期复发时,早期复发、肿瘤数量、AFP水平和肝功能被认为与OS相关。根据上述两个结果开发了两种不同的列线图。对这两个列线图的1000个自抽样样本集进行内部验证,结果显示基线列线图的一致性指数为0.69(95%CI:0.624-0.748),基于早期复发的列线图为0.81(95%CI:0.754-0.857),后者在区分性能方面明显更好(Z统计量=92.19,P<0.0001)。

结论

本研究中提出的列线图可通过将早期复发考虑在内,可靠地预测接受根治性热消融的HCC患者的生存率。

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