A Novel Online Calculator to Predict Risk of Microvascular Invasion in the Preoperative Setting for Hepatocellular Carcinoma Patients Undergoing Curative-Intent Surgery

被引:21
作者
Endo, Yutaka [1 ]
Alaimo, Laura [1 ,2 ]
Lima, Henrique A. [1 ]
Moazzam, Zorays [1 ]
Ratti, Francesca [3 ]
Marques, Hugo P. [4 ]
Soubrane, Olivier [5 ]
Lam, Vincent [6 ]
Kitago, Minoru [7 ]
Poultsides, George A. [8 ]
Popescu, Irinel [9 ]
Alexandrescu, Sorin [9 ]
Martel, Guillaume [10 ]
Workneh, Aklile [10 ]
Guglielmi, Alfredo [2 ]
Hugh, Tom [11 ]
Aldrighetti, Luca [3 ]
Endo, Itaru [12 ]
Pawlik, Timothy M. [1 ]
机构
[1] Ohio State Univ, James Comprehens Canc Ctr, Urban Meyer III & Shelley Meyer Chair Canc Res, Wexner Med Ctr,Dept Sury,Hlth Serv Management & P, Columbus, OH 43210 USA
[2] Univ Verona, Dept Surg, Verona, Italy
[3] Osped San Raffaele, Dept Surg, Milan, Italy
[4] Curry Cabral Hosp, Dept Surg, Lisbon, Portugal
[5] Beaujon Hosp, AP HP, Dept Hepatibiliopancreat Surg, Clichy, France
[6] Westmead Hosp, Dept Surg, Sydney, NSW, Australia
[7] Keio Univ, Dept Surg, Tokyo, Japan
[8] Stanford Univ, Dept Surg, Stanford, CA USA
[9] Fundeni Clin Inst, Dept Surg, Bucharest, Romania
[10] Univ Ottawa, Dept Surg, Ottawa, ON, Canada
[11] Univ Sydney, Sch Med, Dept Surg, Sydney, NSW, Australia
[12] Yokohama City Univ, Sch Med, Yokohama, Kanagawa, Japan
关键词
INFLAMMATORY MARKERS; ALPHA-FETOPROTEIN; TUMOR RECURRENCE; PROGNOSTIC TOOL; RESECTION; SURVIVAL; CANCER; NOMOGRAM; SIZE;
D O I
10.1245/s10434-022-12494-0
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background. The presence of microvascular invasion (MVI) has been highlighted as an important determinant of hepatocellular carcinoma (HCC) prognosis. We sought to build and validate a novel model to predict MVI in the preoperative setting. Methods. Patients who underwent curative-intent surgery for HCC between 2000 and 2020 were identified using a multi-institutional database. Preoperative predictive models for MVI were built, validated, and used to develop a web-based calculator. Results. Among 689 patients, MVI was observed in 323 patients (46.9%). On multivariate analysis in the test cohort, preoperative parameters associated with MVI included alpha-fetoprotein (AFP; odds ratio [OR] 1.50, 95% confidence interval [CI] 1.23-1.83), imaging tumor burden score (TBS; hazard ratio [HR] 1.11, 95% CI 1.04-1.18), and neutrophil-to-lymphocyte ratio (NLR; OR 1.18, 95% CI 1.03-1.35). An online calculator to predict MVI was developed based on the weighted beta-coefficients of these three variables (https://yutaka-endo.shinyapps.io/MVIris kJ). The c-index of the test and validation cohorts was 0.71 and 0.72, respectively. Patients with a high risk of MVI had worse disease-free survival (DFS) and overall survival (OS) compared with low-risk MVI patients (3-year DFS: 33.0% vs. 51.9%, p < 0.001; 5-year OS: 44.2% vs. 64.8%, p < 0.001). DFS was worse among patients who underwent an R1 versus R0 resection among those patients at high risk of MVI (R0 vs. R1 resection: 3-year DFS, 36.3% vs. 16.1%, p = 0.002). In contrast, DFS was comparable among patients at low risk of MVI regardless of margin status (R0 vs. R1 resection: 3-year DFS, 52.9% vs. 47.3%, p = 0.16). Conclusion. Preoperative assessment of MVI using the online tool demonstrated very good accuracy to predict MVI.
引用
收藏
页码:725 / 733
页数:9
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