Huang Tianyi, Chen Jing, Zhang Lu, Wang Rui, Liu Yiheng, Lu Cuihua
Department of Gastroenterology, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, China.
Medical School of Nantong University, Nantong, China.
Front Oncol. 2025 Jan 14;14:1483196. doi: 10.3389/fonc.2024.1483196. eCollection 2024.
To provide a detailed pooled analysis of the diagnostic accuracy of microRNAs (miRNAs) in predicting the response to transarterial chemoembolization (TACE) in hepatocellular carcinoma (HCC).
A comprehensive literature search was conducted across PubMed, Embase, Cochrane Library, and Web of Science to identify studies assessing the diagnostic performance of miRNAs in predicting TACE response in HCC. Two independent reviewers performed quality assessment and data extraction using the Quality Assessment of Diagnostic Accuracy Studies (QUADAS-2) tool. Pooled sensitivity, specificity, positive likelihood ratio (PLR), negative likelihood ratio (NLR), diagnostic odds ratio (DOR), and the area under the summary receiver operating characteristic (SROC) curve were calculated using a bivariate random-effects model. Subgroup analyses and meta-regression were performed to explore potential sources of heterogeneity, including sample size, response criteria, specimen source, response evaluation methods, TACE efficacy interval window, and geographical location.
Seven studies, comprising 320 HCC responders and 187 non-responders, were included in this meta-analysis. The miRNAs studied included miR-373, miR-210, miR-4492, miR-1271, miR-214, miR-133b, and miR-335. The pooled sensitivity of miRNAs in predicting recurrence after TACE was 0.79 [95% CI: 0.72-0.84], and the pooled specificity was 0.82 [95% CI: 0.74-0.88]. The DOR was 17 [95% CI: 9-33], and the pooled area under the SROC curve (AUC) was 0.85 [95% CI: 0.81-0.88], indicating excellent diagnostic accuracy. Subgroup analyses revealed significant differences in diagnostic performance based on response criteria and geographical location. Meta-regression did not identify any significant sources of interstudy heterogeneity.
MiRNAs show promise as diagnostic tools for predicting TACE response in HCC patients. However, their clinical application requires further validation in larger cohorts. Future research should focus on standardizing RNA extraction methods, selecting consistent endogenous controls, and adopting uniform response evaluation criteria to improve reliability and reduce variability.
对微小RNA(miRNA)预测肝细胞癌(HCC)经动脉化疗栓塞术(TACE)疗效的诊断准确性进行详细的汇总分析。
在PubMed、Embase、Cochrane图书馆和Web of Science数据库中进行全面的文献检索,以确定评估miRNA预测HCC患者TACE疗效诊断性能的研究。两名独立的评审员使用诊断准确性研究质量评估(QUADAS - 2)工具进行质量评估和数据提取。采用双变量随机效应模型计算汇总敏感性、特异性、阳性似然比(PLR)、阴性似然比(NLR)、诊断比值比(DOR)以及汇总受试者工作特征(SROC)曲线下面积。进行亚组分析和Meta回归以探索异质性的潜在来源,包括样本量、反应标准、标本来源、反应评估方法、TACE疗效间隔窗口和地理位置。
本荟萃分析纳入了7项研究,包括320例HCC反应者和187例无反应者。所研究的miRNA包括miR - 373、miR - 210、miR - 4492、miR - 1271、miR - 214、miR - 133b和miR - 335。miRNA预测TACE后复发的汇总敏感性为0.79 [95%置信区间:0.72 - 0.84],汇总特异性为0.82 [95%置信区间:0.74 - 0.88]。DOR为17 [95%置信区间:9 - 33],汇总SROC曲线下面积(AUC)为0.85 [95%置信区间:0.81 - 0.88],表明诊断准确性良好。亚组分析显示,基于反应标准和地理位置的诊断性能存在显著差异。Meta回归未发现研究间异质性的任何显著来源。
miRNA有望作为预测HCC患者TACE疗效的诊断工具。然而,其临床应用需要在更大的队列中进一步验证。未来的研究应专注于标准化RNA提取方法、选择一致的内参对照并采用统一的反应评估标准,以提高可靠性并减少变异性。