Metroticket approach in a retrospective cohort study to predict overall survival after surgical resection for intermediate stage hepatocellular carcinoma.

IF 12.5 2区 医学 Q1 SURGERY International journal of surgery Pub Date : 2024-09-06 DOI:10.1097/JS9.0000000000001868
Marjorie T Q Hoang, Ye Xin Koh, Rehena Sultana, John C Allen, Dimitrios Moris, Peng Chung Cheow, Alexander Y F Chung, Prema Raj Jeyaraj, Peter O P Mack, London Lucien P J Ooi, Ek Khoon Tan, Jin Yao Teo, Juinn Huar Kam, Fiona N N Moe, Jacelyn S S Chua, Ashley W Y Ng, Jade S Q Goh, Brian K P Goh, Sabino Zani, Pierce K H Chow
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Abstract

Background: Surgical resection is a curative therapy for early-stage hepatocellular carcinoma (HCC) patients meeting the Milan criteria as well as a widely used therapy in intermediate-stage HCC. However, intermediate-stage HCC encompasses a wide spectrum of disease and there is a lack of good predictive models for the long-term clinical outcome of HCC patients currently. Here, we adopt Mazzaferro's Metroticket 2.0 to create a robust survival prediction model for intermediate-stage HCC patients undergoing surgical resection. Our algorithm considers age, AFP levels, ALBI score, and nodule size/number to generate survival estimates in an accessible graph format. Importantly, our model surpasses the American Joint Committee on Cancer staging model and was validated with independent US patient data.

Methods: We conducted a retrospective analysis of OS and RFS in early- and intermediate-stage HCC patients treated with liver resection, including a training cohort in Singapore and a validation cohort in North Carolina, USA.

Results: We recorded 278 deaths (35.0%) and 428 patients (53.9%) in the first 5-years after surgical resection; higher ALBI score, higher lnAFP, more advanced age and higher tumour burden index were identified as significant parameters. The overall predictive capability of our model, with the inclusion of AFP, is reflected with a UNO's C-statistic of 0.655, which is 1.11 times better than the 0.5895 C-statistic of the 8th AJCC TNM Staging model.

Conclusions: Our modified Metroticket model allows for more granular and better-informed prognostication. This will help surgeons and patients make accurate comparisons between the clinical outcomes of surgical resection and other non-surgical treatments.

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在一项回顾性队列研究中采用 Metroticket 方法预测中期肝细胞癌手术切除后的总生存率。
背景:对于符合米兰标准的早期肝细胞癌(HCC)患者来说,手术切除是一种根治性疗法,也是一种广泛应用于中期 HCC 的疗法。然而,中晚期 HCC 的病变范围很广,目前还缺乏对 HCC 患者长期临床预后的良好预测模型。在此,我们采用 Mazzaferro 的 Metroticket 2.0 为接受手术切除的中晚期 HCC 患者创建了一个稳健的生存预测模型。我们的算法考虑了年龄、甲胎蛋白水平、ALBI 评分和结节大小/数量,以易于理解的图表格式生成生存率估计值。重要的是,我们的模型超越了美国癌症联合委员会的分期模型,并通过独立的美国患者数据进行了验证:我们对接受肝切除术治疗的早期和中期 HCC 患者的 OS 和 RFS 进行了回顾性分析,包括新加坡的训练队列和美国北卡罗来纳州的验证队列:我们记录了278例死亡病例(35.0%)和428例患者(53.9%)在手术切除后头5年的生存期;较高的ALBI评分、较高的lnAFP、较高的年龄和较高的肿瘤负荷指数被确定为重要参数。加入 AFP 后,我们模型的整体预测能力体现在 UNO's C 统计量为 0.655,是第 8 版 AJCC TNM 分期模型 C 统计量 0.5895 的 1.11 倍:我们改进后的Metroticket模型可以提供更精细、更有依据的预后判断。这将有助于外科医生和患者准确比较手术切除和其他非手术治疗的临床结果。
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来源期刊
CiteScore
17.70
自引率
3.30%
发文量
0
审稿时长
6-12 weeks
期刊介绍: The International Journal of Surgery (IJS) has a broad scope, encompassing all surgical specialties. Its primary objective is to facilitate the exchange of crucial ideas and lines of thought between and across these specialties.By doing so, the journal aims to counter the growing trend of increasing sub-specialization, which can result in "tunnel-vision" and the isolation of significant surgical advancements within specific specialties.
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