Du Qian-Qian, Liang Min, Jiang Bo, Zhang Miao, Yu Xiao-Ling, Li Xiao, Hao Jia-Hu
Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, No 81 Meishan Road, Hefei, 230032, Anhui, China; Department of Interventional Therapy, The Second Affiliated Hospital of Anhui Medical University, No. 678 Furong Road, Hefei, 230601, Anhui, China.
Department of Interventional Therapy, The Second Affiliated Hospital of Anhui Medical University, No. 678 Furong Road, Hefei, 230601, Anhui, China.
Eur J Oncol Nurs. 2023 Oct;66:102355. doi: 10.1016/j.ejon.2023.102355. Epub 2023 Jun 7.
To assess the incidence and predictive factors of abdominal pain following transarterial hepatic chemoembolization (TACE) in patients with hepatocellular carcinoma.
In this single-center retrospective cohort study, abdominal pain was defined as a score of 4 or more within 72 h after TACE and requiring additional drug intervention. Patient, tumor characteristics, and technical factors associated with severe pain were identified using the decision tree and binary logistic regression model.
Of 220 patients who were included in the study, 126 (57.3%) had abdominal pain after 206 of 420 TACE procedures (49.0%). A predictive model built based on the logistic regression identified the drug-eluting bead TACE (DEB-TACE) (odds ratio [OR] = 3.340; 95% confidence interval [CI] 2.169-5.141), the number of tumors (OR = 2.235; 95% CI 1.060-4.713), embolization of both hepatic lobes (OR = 2.310; 95% CI 1.109-4.813), and concomitant extrahepatic artery embolism (OR = 2.654; 95% CI 1.227-5.739) as the independent predictors of severe abdominal pain. Similarly, the decision tree confirmed the DEB-TACE as the strongest predictor of subsequent performance, followed by the history of hepatectomy and the embolization in the right or both lobes. The area under the receiver operating characteristic curve (AUC) of the classification prediction effect of the two models was 0.706 for the logistic regression and 0.676 for the decision tree. Internal validation results show that the accuracy of logistic regression model prediction was 71.4%.
The model suggests that DEB-TACE and multiple treatment sites are predictors of abdominal pain after TACE in patients with hepatocellular carcinoma. It may help improve nursing management practices.
评估肝细胞癌患者经动脉肝化疗栓塞术(TACE)后腹痛的发生率及预测因素。
在这项单中心回顾性队列研究中,腹痛定义为TACE术后72小时内疼痛评分达到4分或更高且需要额外药物干预。使用决策树和二元逻辑回归模型确定与严重疼痛相关的患者、肿瘤特征和技术因素。
在纳入研究的220例患者中,420次TACE手术中的206次(49.0%)术后有126例(57.3%)出现腹痛。基于逻辑回归建立的预测模型确定载药微球TACE(DEB-TACE)(比值比[OR]=3.340;95%置信区间[CI]2.169-5.141)、肿瘤数量(OR=2.235;95%CI 1.060-4.713)、双侧肝叶栓塞(OR=2.310;95%CI 1.109-4.813)和合并肝外动脉栓塞(OR=2.654;95%CI 1.227-5.739)为严重腹痛的独立预测因素。同样,决策树证实DEB-TACE是后续疼痛发生的最强预测因素,其次是肝切除史以及右叶或双侧叶栓塞。两个模型分类预测效果的受试者工作特征曲线(AUC)下面积,逻辑回归为0.706,决策树为0.676。内部验证结果显示逻辑回归模型预测的准确率为71.4%。
该模型表明DEB-TACE和多个治疗部位是肝细胞癌患者TACE术后腹痛的预测因素。这可能有助于改善护理管理实践。