Preoperative risk score (PreopScore) to predict overall survival after resection for hepatocellular carcinoma

医学 肝细胞癌 危险系数 内科学 肝切除术 队列 比例危险模型 置信区间 外科 切除术
作者
Yutaka Endo,Henrique A. Lima,Laura Alaimo,Zorays Moazzam,Zachary J. Brown,Chanza Shaikh,Francesca Ratti,Hugo P. Marques,Olivier Soubrane,Vincent Lam,George A. Poultsides,Irinel Popescu,Sorin Alexandrescu,Guillaume Martel,Aklile Workneh,Alfredo Guglielmi,Tom Hugh,Luca Aldrighetti,Feng Shen,Itaru Endo,Kota Sahara
出处
期刊:Hpb [Elsevier BV]
卷期号:25 (3): 353-362 被引量:8
标识
DOI:10.1016/j.hpb.2022.12.009
摘要

Background This study aimed to develop a holistic risk score incorporating preoperative tumor, liver, nutritional, and inflammatory markers to predict overall survival (OS) after hepatectomy for hepatocellular carcinoma (HCC). Methods Patients who underwent curative-intent surgery for HCC between 2000 and 2020 were identified using an international multi-institutional database. Preoperative predictors associated with OS were selected and a prognostic risk score model (PreopScore) was developed and validated using cross-validation. Results A total of 1676 patients were included. On multivariable analysis, preoperative parameters associated with OS included α-feto protein (hazard ratio [HR]1.17, 95%CI 1.03–1.34), neutrophil-to-lymphocyte ratio (HR2.62, 95%CI 1.30–5.30), albumin (HR0.49, 95%CI 0.34–0.70), gamma-glutamyl transpeptidase (HR1.00, 95%CI 1.00–1.00), as well as vascular involvement (HR3.52, 95%CI 2.10–5.89) and tumor burden score (medium, HR3.49, 95%CI 1.62–7.58; high, HR3.21, 95%CI 1.40–7.35) on preoperative imaging. A weighted PreopScore was devised and made available online (https://yutaka-endo.shinyapps.io/PrepoScore_Shiny/). Patients with a PreopScore 0–2, 2–3.5, and >3.5 had incrementally worse 5-year OS of 85.8%, 70.7%, and 52.4%, respectively (p < 0.001). The c-index of the test and validation cohort were 0.75 and 0.71, respectively. The PreopScore outperformed individual parameters and previous HCC staging systems. Discussion The PreopScore can be used as a better guide to preoperatively identify patients and individualize pre-/post-operative strategies.
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