Department of Radiology, Harbin Medical University Cancer Hospital, 150 Haping Road, Harbin, Heilongjiang Province, 150040, People's Republic of China.
J Gastrointest Surg. 2023 Dec;27(12):2787-2796. doi: 10.1007/s11605-023-05873-9. Epub 2023 Nov 6.
Tumor morphology links to early recurrence of hepatocellular carcinoma. Controversy exists regarding the recurrence risk of Liver Imaging Reporting and Data System morphologic Type II hepatocellular carcinoma. This study aims to explore risk factors for early recurrence of Type II hepatocellular carcinoma.
Retrospective analysis of hepatocellular carcinoma patients who underwent curative resection and preoperative contrast-enhanced MRI from June 2016 to June 2020. Our patients formed the development set, and hepatocellular carcinoma patients from the TCIA database served as validation. Univariable and multivariable Cox regression identified independent risk factors for early recurrence. A risk scoring system was established for risk stratification, and an early recurrence prediction model was developed and validated.
95 Type II hepatocellular carcinoma patients were in the development set, and 29 cases were in the validation set. Early recurrence rates were 33.7% and 37.9%, respectively. Multivariate analysis revealed age, histological grade, AFP, and intratumoral hemorrhage as independent risk factors for early recurrence. The model's diagnostic performance for early recurrence was AUC = 0.817 in the development set. A scoring system classified patients into low-risk (scores ≤ 3) and high-risk (scores > 3) groups. The high-risk group had significantly lower recurrence-free survival (40.0% vs 73.2%, P = 0.001), consistent with the validation set (25.0% vs 73.3%, P = 0.028).
The risk scoring system demonstrated excellent discrimination and predictive ability, aiding clinicians in assessing early recurrence risk and identifying high-risk individuals effectively.
肿瘤形态与肝细胞癌的早期复发相关。对于肝脏影像报告和数据系统形态学 II 型肝细胞癌的复发风险存在争议。本研究旨在探讨 II 型肝细胞癌早期复发的危险因素。
回顾性分析 2016 年 6 月至 2020 年 6 月接受根治性切除术和术前对比增强 MRI 的肝细胞癌患者。我们的患者构成了发展组,而 TCIA 数据库中的肝细胞癌患者作为验证组。单变量和多变量 Cox 回归确定了早期复发的独立危险因素。建立风险评分系统进行风险分层,并开发和验证早期复发预测模型。
95 例 II 型肝细胞癌患者纳入发展组,29 例患者纳入验证组。早期复发率分别为 33.7%和 37.9%。多变量分析显示年龄、组织学分级、AFP 和肿瘤内出血是早期复发的独立危险因素。该模型在发展组中对早期复发的诊断性能为 AUC=0.817。评分系统将患者分为低风险(评分≤3)和高风险(评分>3)组。高风险组的无复发生存率显著降低(40.0%比 73.2%,P=0.001),与验证组一致(25.0%比 73.3%,P=0.028)。
风险评分系统具有良好的区分度和预测能力,有助于临床医生评估早期复发风险,有效识别高危个体。