A novel nomogram for predicting microvascular invasion in hepatocellular carcinoma

被引:7
作者
Chang, Yuan [1 ]
Guo, Tianyu [1 ]
Zhu, Bo [2 ]
Liu, Yefu [1 ]
机构
[1] China Med Univ, Canc Hosp, Liaoning Canc Hosp & Inst, Dept Hepatopancreatobiliary Surg, 44 Xiaoheyan Rd, Shenyang 110042, Peoples R China
[2] China Med Univ, Canc Hosp, Liaoning Canc Hosp & Inst, Dept Canc Prevent & Treatment, 44 Xiaoheyan Rd, Shenyang 110042, Peoples R China
关键词
Hepatocellular carcinoma; Microvascular invasion; Preoperative clinical data; Nomogram; Prediction model; ALPHA-L-FUCOSIDASE; PREOPERATIVE PREDICTION; CANCER; DIAGNOSIS; FIBROSIS; CIRRHOSIS; RESECTION; MARKER; HEPATECTOMY; RECURRENCE;
D O I
10.1016/j.aohep.2023.101136
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
Introduction and Objectives: In hepatocellular carcinoma (HCC), the prognosis of patients with microvascular invasion (MVI) is poor. Therefore, in this study, we established and evaluated the performance of a novel nomogram to predict MVI in patients with HCC. Materials and Methods: We retrospectively obtained clinical data of 497 patients with HCC who underwent hepatectomy at Liaoning Cancer Hospital from November 1, 2018, to November 4, 2021. The patients (n = 497) were randomized in a 7:3 ratio into the training cohort (TC, n = 349) and the validation cohort (VC, n = 148). We performed Least Absolute Shrinkage and Selection Operator (LASSO) and univariate as well as multivariate logistic regression analyses (ULRA, MRLA) on patients in the TC to identify factors independently predicting MVI. Results: Preoperative FIB-4, AFU, AFP levels, liver cirrhosis, and non-smooth tumor margin were independent risk factors for preoperative MVI prediction. The C-index of the TC, VC, and the entire cohort was 0.846, 0.786, and 0.829, respectively. The calibration curves demonstrated the outstanding agreement between pre-dicted MVI incidences by our model and the actual MVI risk. Decision curve analysis (DCA) confirmed the sig-nificance of our predictive model in clinical settings. The Kaplan-Meier (KM) survival curve showed that the recurrence-free survival (RFS) and overall survival (OS) of patients in the high-MVI risk group were poor compared to those in the low-MVI risk group. Conclusions: We constructed and evaluated the performance of the novel nomogram for predicting MVI risk. Our predictive model could adequately predict MVI risk and aid clinicians in selecting appropriate therapeu-tic strategies for patients. (c) 2023 Fundacion Clinica Medica Sur, A.C. Published by Elsevier Espana, S.L.U. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
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页数:11
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