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一种基于血液学预后风险评分系统的新型列线图可预测肝细胞癌患者的总生存情况。

A novel nomogram based on the hematological prognosis risk scoring system can predict the overall survival of patients with hepatocellular carcinoma.

机构信息

Department of Hepatobiliary Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400000, China.

出版信息

J Cancer Res Clin Oncol. 2023 Nov;149(16):14631-14640. doi: 10.1007/s00432-023-05255-3. Epub 2023 Aug 16.

Abstract

BACKGROUND

This study aimed to establish and validate a nomogram based on a hematological prognostic risk scoring system to predict the overall survival in patients with unresectable hepatocellular carcinoma (HCC).

MATERIALS AND METHODS

Patients diagnosed with unresectable HCC undergoing transcatheter arterial chemoembolization (TACE) in 2012-2016 and 2017-2018 were included in the development set and validation set, respectively. The clinical outcome was overall survival (OS). The LASSO regression analysis was used to construct a hematological prognostic risk scoring system (HPR) by using the 18 hematological markers of patients in the development set. Combining the features of oncology on the basis of HPR to construct a nomogram for OS. In the development set and validation sets, the C-index, calibration curve, and decision curve analysis (DCA) were used to evaluate the prediction performance of the nomogram.

RESULTS

Multiple markers of immunity, coagulation, liver function, and nutrition, including red blood cell distribution width-coefficient of variation (RDW-CV), platelet (PLT), aspartate transferase (AST), alkaline phosphatase (ALP), prognostic nutritional index (PNI), and fibrinogen (Fib), construct the HPR. HPR was an independent risk factor for OS in patients with HCC. The C-index of the nomogram was 0.731 (95% confidence interval (CI) 0.712-0.749) and 0.696 (95% CI 0.668-0.725) in the development set and the validation set, respectively.

CONCLUSIONS

HPR was a complement to the clinical features of patients with unresectable HCC. The nomogram based on HPR proved to be a practical and effective method for prognosticating HCC patients who undergo TACE.

摘要

背景

本研究旨在建立并验证一种基于血液学预后风险评分系统的列线图,以预测不可切除肝细胞癌(HCC)患者的总生存期。

材料与方法

分别纳入 2012-2016 年和 2017-2018 年接受经导管动脉化疗栓塞(TACE)治疗的不可切除 HCC 患者进入开发集和验证集。临床结局为总生存期(OS)。使用开发集中患者的 18 项血液学标志物,通过 LASSO 回归分析构建血液学预后风险评分系统(HPR)。基于 HPR 的肿瘤学特征结合构建 OS 列线图。在开发集和验证集中,使用 C 指数、校准曲线和决策曲线分析(DCA)评估列线图的预测性能。

结果

包括红细胞分布宽度变异系数(RDW-CV)、血小板(PLT)、天冬氨酸转氨酶(AST)、碱性磷酸酶(ALP)、预后营养指数(PNI)和纤维蛋白原(Fib)在内的多种免疫、凝血、肝功能和营养标志物构建了 HPR。HPR 是 HCC 患者 OS 的独立危险因素。列线图在开发集和验证集中的 C 指数分别为 0.731(95%置信区间[CI]:0.712-0.749)和 0.696(95%CI:0.668-0.725)。

结论

HPR 是不可切除 HCC 患者临床特征的补充。基于 HPR 的列线图被证明是一种预测接受 TACE 治疗的 HCC 患者预后的实用且有效的方法。

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