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一种预测接受术后辅助经动脉化疗栓塞术的微血管侵犯患者肝细胞癌早期复发的新预后模型。

A new prognostic model predicting hepatocellular carcinoma early recurrence in patients with microvascular invasion who received postoperative adjuvant transcatheter arterial chemoembolization.

作者信息

Mao Shuqi, Shan Yuying, Yu Xi, Huang Jing, Fang Jiongze, Wang Min, Fan Rui, Wu Shengdong, Lu Caide

机构信息

Department of Hepatopancreatobiliary Surgery, Ningbo Medical Center Lihuili Hospital, Ningbo University, Ningbo, Zhejiang, 315040, China.

Organ Transplantation Office, Ningbo Medical Center Lihuili Hospital, Ningbo University, Ningbo, Zhejiang, 315040, China.

出版信息

Eur J Surg Oncol. 2023 Jan;49(1):129-136. doi: 10.1016/j.ejso.2022.08.013. Epub 2022 Aug 19.

Abstract

BACKGROUD

In this study, we aimed to develop a prognostic model to predict HCC early recurrence (within 1-year) in patients with microvascular invasion who received postoperative adjuvant transcatheter arterial chemoembolization (PA-TACE).

METHODS

A total of 148 HCC patients with MVI who received PA-TACE were included in this study. The modes were verified in an internal validation cohort (n = 112) and an external cohort (n = 36). Univariate and multivariate Cox regression analyses were performed to identify the independent prognostic factors relevant to early recurrence. A clinical nomogram prognostic model was established, and nomogram performance was assessed via internal validation and calibration curve statistics.

RESULTS

After data dimensionality reduction and element selection, multivariate Cox regression analysis indicated that alpha fetoprotein level, systemic inflammation response index, alanine aminotransferase, tumour diameter and portal vein tumour thrombus were independent prognostic factors of HCC early recurrence in patients with MVI who underwent PA-TACE. Nomogram with independent factors was established and achieved a better concordance index of 0.765 (95% CI: 0.691-0.839) and 0.740 (95% CI: 0.583-0.898) for predicting early recurrence in training cohort and validation cohort, respectively. Time-dependent AUC indicated comparative stability and adequate discriminative ability of the model. The DCA revealed that the nomogram could augment net benefits and exhibited a wider range of threshold probabilities than AJCC T stage.

CONCLUSIONS

The nomogram prognostic model showed adequate discriminative ability and high predictive accuracy.

摘要

背景

在本研究中,我们旨在开发一种预后模型,以预测接受术后辅助经动脉化疗栓塞术(PA-TACE)的微血管侵犯患者的肝癌早期复发(1年内)。

方法

本研究纳入了148例接受PA-TACE的微血管侵犯肝癌患者。这些模型在内部验证队列(n = 112)和外部队列(n = 36)中得到验证。进行单因素和多因素Cox回归分析,以确定与早期复发相关的独立预后因素。建立了临床列线图预后模型,并通过内部验证和校准曲线统计评估列线图性能。

结果

经过数据降维和因素选择后,多因素Cox回归分析表明,甲胎蛋白水平、全身炎症反应指数、谷丙转氨酶、肿瘤直径和门静脉癌栓是接受PA-TACE的微血管侵犯肝癌患者早期复发的独立预后因素。建立了具有独立因素的列线图,其在训练队列和验证队列中预测早期复发的一致性指数分别为0.765(95%CI:0.691-0.839)和0.740(95%CI:0.583-0.898),表现较好。时间依赖性AUC表明该模型具有相对稳定性和足够的鉴别能力。决策曲线分析显示,列线图可以增加净效益,并且与美国癌症联合委员会(AJCC)T分期相比,具有更广泛的阈值概率范围。

结论

列线图预后模型具有足够的鉴别能力和较高的预测准确性。

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