Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China.
Sci Rep. 2024 May 10;14(1):10726. doi: 10.1038/s41598-024-61615-0.
Although patients with alpha-fetoprotein-negative hepatocellular carcinoma (AFPNHCC) have a favorable prognosis, a high risk of postoperative recurrence remains. We developed and validated a novel liver fibrosis assessment index, the direct bilirubin-gamma-glutamyl transpeptidase-to-platelet ratio (DGPRI). DGPRI was calculated for each of the 378 patients with AFPNHCC who underwent hepatic resection. The patients were divided into high- and low-score groups using the optimal cutoff value. The Lasso-Cox method was used to identify the characteristics of postoperative recurrence, followed by multivariate Cox regression analysis to determine the independent risk factors associated with recurrence. A nomogram model incorporating the DGPRI was developed and validated. High DGPRI was identified as an independent risk factor (hazard ratio = 2.086) for postoperative recurrence in patients with AFPNHCC. DGPRI exhibited better predictive ability for recurrence 1-5 years after surgery than direct bilirubin and the gamma-glutamyl transpeptidase-to-platelet ratio. The DGPRI-nomogram model demonstrated good predictive ability, with a C-index of 0.674 (95% CI 0.621-0.727). The calibration curves and clinical decision analysis demonstrated its clinical utility. The DGPRI nomogram model performed better than the TNM and BCLC staging systems for predicting recurrence-free survival. DGPRI is a novel and effective predictor of postoperative recurrence in patients with AFPNHCC and provides a superior assessment of preoperative liver fibrosis.
虽然甲胎蛋白阴性肝细胞癌(AFPNHCC)患者的预后良好,但术后复发的风险仍然较高。我们开发并验证了一种新的肝纤维化评估指数,即直接胆红素-γ-谷氨酰转肽酶与血小板比值(DGPRI)。对 378 例接受肝切除术的 AFPNHCC 患者进行了 DGPRI 计算。使用最佳截断值将患者分为高分组和低分组。使用 Lasso-Cox 方法识别术后复发的特征,然后进行多变量 Cox 回归分析,以确定与复发相关的独立危险因素。建立并验证了包含 DGPRI 的列线图模型。高 DGPRI 被确定为 AFPNHCC 患者术后复发的独立危险因素(风险比=2.086)。DGPRI 对术后 1-5 年的复发预测能力优于直接胆红素和γ-谷氨酰转肽酶与血小板比值。DGPRI-列线图模型具有良好的预测能力,C 指数为 0.674(95%CI 0.621-0.727)。校准曲线和临床决策分析表明其具有临床实用性。DGPRI 列线图模型在预测无复发生存方面优于 TNM 和 BCLC 分期系统。DGPRI 是预测 AFPNHCC 患者术后复发的一种新颖且有效的指标,可更好地评估术前肝纤维化程度。