Zhang Xu, Song Li-Meng, Zheng Yu-Piao, Qian Bao-Xin, Liang Jing, Wang Feng-Mei
Department of Gastroenterology and Hepatology, The First Central Hospital of Tianjin Medical University, Tianjin 300170, China.
Department of Gastroenterology and Hepatology, Tianjin Third Central Hospital, Tianjin Key Laboratory of Extracorporeal Life Support for Critical Diseases, Artificial Cell Engineering Technology Research Center, Tianjin Institute of Hepatobiliary Disease, Tianjin 300170, China.
World J Gastrointest Oncol. 2025 Aug 15;17(8):108887. doi: 10.4251/wjgo.v17.i8.108887.
Acute variceal bleeding (AVB) represents a life-threatening complication in hepatocellular carcinoma (HCC) patients undergoing systemic therapy, mainly including immune checkpoint inhibitors (ICIs) and antivascular drugs used alone or in combination. The pathogenesis of AVB in this population may involve tumor-related factors, treatment-induced effects, or progression of underlying portal hypertension. Identifying high-risk factors for AVB is crucial for the management of this patient population.
To develop and validate a risk prediction model for AVB occurrence in cirrhotic HCC patients receiving ICI-based systemic therapy.
This retrospective study analyzed 286 HCC patients (2021-2022) receiving ICIs (mono-/combination therapy), randomly split into training ( = 184) and validation ( = 102) cohorts. In the training cohort, bleeding non-bleeding groups were compared for general information, etiological data, laboratory indicators, tumor staging, systemic treatment drugs, variceal bleeding history, and endoscopic treatment history. Risk factors for AVB were identified and used to establish a logistic regression model for predicting bleeding, which was further validated in the validation cohort.
The bleeding group had significantly higher proportions of patients with platelet count ≥ 100 × 10/L, alpha-fetoprotein ≥ 400 ng/mL, tumor diameter ≥ 5 cm, portal vein tumor thrombosis, ascites, bleeding history, prior endoscopic treatment, albumin-bilirubin grade level 2-3, fibrosis-4 index (FIB-4) ≥ 4.57, and prognostic nutritional index < 45 compared to the non-bleeding group. Multivariate analysis identified tumor diameter ≥ 5 cm, portal vein thrombosis, bleeding history, and elevated FIB-4 as independent risk factors for bleeding ( < 0.05). A predictive model based on these factors showed good discrimination, with area under the receiver operating characteristic curve values of 0.861 (training) and 0.816 (validation).
A history of pre-ICI bleeding significantly increases recurrent bleeding risk, necessitating close monitoring. The FIB-4 fibrosis model, combined with tumor features, can also serve as a predictive factor for bleeding.
急性静脉曲张出血(AVB)是接受全身治疗的肝细胞癌(HCC)患者的一种危及生命的并发症,全身治疗主要包括单独或联合使用的免疫检查点抑制剂(ICIs)和抗血管生成药物。该人群中AVB的发病机制可能涉及肿瘤相关因素、治疗诱导效应或潜在门静脉高压的进展。识别AVB的高危因素对于管理该患者群体至关重要。
建立并验证接受基于ICI的全身治疗的肝硬化HCC患者发生AVB的风险预测模型。
这项回顾性研究分析了286例在2021年至2022年期间接受ICIs(单药/联合治疗)的HCC患者,随机分为训练组(n = 184)和验证组(n = 102)。在训练组中,比较出血组和非出血组的一般信息、病因数据、实验室指标、肿瘤分期、全身治疗药物、静脉曲张出血史和内镜治疗史。确定AVB的危险因素并用于建立预测出血的逻辑回归模型,该模型在验证组中进一步验证。
与非出血组相比,出血组血小板计数≥100×10⁹/L、甲胎蛋白≥400 ng/mL、肿瘤直径≥5 cm、门静脉肿瘤血栓形成、腹水、出血史、既往内镜治疗、白蛋白-胆红素分级2 - 3级、纤维化-4指数(FIB-4)≥4.57以及预后营养指数<45的患者比例显著更高。多因素分析确定肿瘤直径≥5 cm、门静脉血栓形成、出血史和FIB-4升高是出血的独立危险因素(P<0.05)。基于这些因素的预测模型显示出良好的区分度,受试者工作特征曲线下面积值在训练组为0.861,在验证组为0.816。
ICI治疗前出血史显著增加复发出血风险,需要密切监测。FIB-4纤维化模型结合肿瘤特征也可作为出血的预测因素。