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用于预测根治性切除术后甲胎蛋白阴性且异常凝血酶原阳性肝细胞癌复发的预后列线图的开发与验证

Development and validation of a prognostic nomogram to predict the recurrence of AFP-negative and DCP-positive hepatocellular carcinoma after curative resection.

作者信息

Li Junnan, Wang Qi, Yan Yadong, Sun Lina, Zhang Gongming, Li Guangming, Jin Ronghua

机构信息

Beijing Key Laboratory of Emerging Infectious Diseases, Institute of Infectious Diseases, Beijing Ditan Hospital, Capital Medical University, Beijing, China.

People's Hospital of Donghai County, Lianyungang, China.

出版信息

Front Oncol. 2024 Aug 8;14:1414083. doi: 10.3389/fonc.2024.1414083. eCollection 2024.

Abstract

PURPOSE

Approximately one-third of hepatocellular carcinoma (HCC) cases are characterized by alpha-fetoprotein (AFP) negativity (AFP-NHCC. Among these patients, around 60% exhibit des-gamma-carboxyprothrombin (DCP) positivity, and DCP-positive patients have a poorer prognosis. As a curative treatment, recurrence after liver resection poses significant challenges to the prognosis of HCC patients. Therefore, it is necessary to determine the relevant risk factors of these patients and provide timely treatment options.

METHODS

This study included 540 patients who underwent resection at Beijing You'an Hospital. 292 patients from 2014 to 2018 constituted the training cohort, while 248 patients from 2018 to 2020 constituted the validation cohort. All patients underwent routine follow-ups until December 2023. Variables were identified through Cox regression, and a nomogram was developed. The nomogram was evaluated using time-dependent receiver operating characteristic curves (ROC), calibration curves, Decision curve analysis (DCA), and Kaplan-Meier (KM) curve analysis.

RESULTS

We found that age, tumor number, tumor size, γ-glutamyl transpeptidase (γ-GT), and prothrombin time (PT) are independent risk factors for HCC recurrence, and a nomogram was developed and validated based on this result to predict recurrence-free survival (RFS) at 1, 2, and 3 years. The performance of the nomogram was further confirmed by the ROC curve, calibration curve, and DCA, all of which showed favorable results. The KM curve analysis clearly distinguishes between two groups of people with different risks in terms of prognosis in both the training and validation sets.

CONCLUSION

In summary, we established and validated a novel nomogram by multivariate Cox regression analysis to predict recurrence in DCP-positive patients with AFP-NHCC after resection. The nomogram, including age, tumor number, tumor size, γ-GT, and PT, demonstrates better predictive ability for AFP-NHCC patients with DCP positive.

摘要

目的

约三分之一的肝细胞癌(HCC)病例表现为甲胎蛋白(AFP)阴性(AFP-NHCC)。在这些患者中,约60%表现为去γ-羧基凝血酶原(DCP)阳性,且DCP阳性患者预后较差。作为一种根治性治疗方法,肝切除术后复发对HCC患者的预后构成重大挑战。因此,有必要确定这些患者的相关危险因素并提供及时的治疗方案。

方法

本研究纳入了在北京佑安医院接受手术切除的540例患者。2014年至2018年的292例患者构成训练队列,2018年至2020年的248例患者构成验证队列。所有患者均接受常规随访直至2023年12月。通过Cox回归确定变量,并绘制列线图。使用时间依赖性受试者工作特征曲线(ROC)、校准曲线、决策曲线分析(DCA)和Kaplan-Meier(KM)曲线分析对列线图进行评估。

结果

我们发现年龄、肿瘤数量、肿瘤大小、γ-谷氨酰转肽酶(γ-GT)和凝血酶原时间(PT)是HCC复发的独立危险因素,并基于此结果绘制并验证了列线图,以预测1年、2年和3年的无复发生存期(RFS)。ROC曲线、校准曲线和DCA进一步证实了列线图的性能,所有结果均显示良好。KM曲线分析在训练集和验证集中均清楚地区分了两组具有不同预后风险的人群。

结论

总之,我们通过多变量Cox回归分析建立并验证了一种新型列线图,以预测DCP阳性的AFP-NHCC患者切除术后的复发情况。该列线图包括年龄、肿瘤数量、肿瘤大小、γ-GT和PT,对DCP阳性的AFP-NHCC患者具有更好的预测能力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/24b6/11338900/121bba916c7f/fonc-14-1414083-g001.jpg

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