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血清生物标志物对原发性肝癌早期诊断价值的Meta分析OA

Value of Serum Biomarkers in the Early Diagnosis of Primary Liver Canc-er:A Meta-Analysis

中文摘要英文摘要

目的:探讨甲胎蛋白(alpha-fetoprotein,AFP)、维生素 K 缺乏诱导蛋白 II(protein induced by vitamin K ab-sence or antagonist-II,PIVKA-II)等 10 种血清生物标志物单独检测对原发性肝癌(primary liver cancer,PLC)早期诊断的准确性,并比较其诊断效能,为高危人群早期筛查中标志物的优选与联合应用提供循证依据.方法:计算机检索PubMed、Embase、Cochrane Library、Web of Science、中国知网、万方数据知识服务平台、维普中文科技期刊数据库及中国生物医学文献数据库,收集2021 年1 月至2026 年1 月期间发表的血清生物标志物诊断早期PLC 诊断准确性的相关研究.由两名研究者独立筛选文献、提取数据,并采用纽卡斯尔-渥太华量表评价文献质量.采用 StataNow/MP 19.5 软件进行诊断准确性试验(diagnostic test accuracy,DTA)的Meta 分析,基于各研究的均数±标准差及临床常用诊断截断值构建 2×2 四格表,计算各标志物的合并灵敏度(sensitivity,Sn)、合并特异度(specificity,Sp)、AUC 及其 95%CI,以 I2 异质性指数评估异质性.结果:最终纳入 33 篇文献(中文 20 篇,英文 13 篇),共涉及早期 PLC 患者 2 927例、对照人群 2 590 例.DTA Meta 分析显示10 种标志物对早期PLC 均具有诊断价值:AFP(合并Sn=0.81,合并Sp=0.80,AUC=0.87)、PIVKA-II(合并 Sn=0.93,合并 Sp=0.87,AUC=0.96)、γ-谷氨酰转移酶(gamma-glutamyl transfer-ase,GGT)(Sn=0.90,Sp=0.82,AUC=0.93)、GGT/丙氨酸氨基转移酶(alanine aminotransferase,ALT)(合并 Sn=0.94,合并 Sp=0.85,AUC=0.96)、磷脂酰肌醇蛋白聚糖 3(glypican-3,GPC3)(合并 Sn=0.85,合并 Sp=0.91,AUC=0.94)、脱-γ-羧基凝血酶原(des-gamma-carboxy prothrombin,DCP)(合并 Sn=0.87,合并 Sp=0.94,AUC=0.96)、高尔基体蛋白 73(合并 Sn=0.89,合并 Sp=0.90,AUC=0.94)、甲胎蛋白异质体 L3 百分比(alpha-fetoprotein Lens culinaris agglutinin-reactive fraction,AFP-L3%)(合并 Sn=0.87,合并 Sp=0.95,AUC=0.96)、糖类抗原 19-9(carbohydrate anti-gen 19-9,CA19-9)(合并 Sn=0.94,合并 Sp=0.97,AUC=0.98)、微小 RNA(合并 Sn=0.82,合并 Sp=0.82,AUC=0.89)(均 P<0.01).除 AFP(I2=70.52%)与 CA19-9(I2=78.33%)外,其余 8 种标志物合并 I2≤50%,异质性可接受;按对照人群对 AFP、CA19-9行亚组分析后,亚组内 I2 降至 50%以下.敏感性分析显示 AFP、PIVKA-II 等主要标志物结果稳健.Deeks 漏斗图提示纳入 AFP 的研究无明显发表偏倚(P=0.230).结论:多种血清生物标志物对PLC 早期诊断具有价值,其中 PIVKA-II、GGT/ALT、DCP、AFP-L3%及 CA19-9 的诊断效能优于传统 AFP 且结果较稳健.鉴于单一标志物效能有限,临床推荐多标志物联合检测以提高早期诊断效能.

Objective:To explore and compare the diagnostic accuracy of ten serum biomarkers including alpha-fetopro-tein(AFP)and protein induced by vitamin K absence or antagonist-II(PIVKA-II)when used alone for the early diagnosis of primary liver cancer(PLC),so as to provide evidence-based basis for the selection and combined application of biomark-ers in the early screening of high-risk populations.Methods:Computerized searches were performed in PubMed,Embase,Cochrane Library,Web of Science,CNKI,Wanfang Data,VIP and CBM databases to collect diagnostic accuracy studies on serum biomarkers for early PLC published between January 2021 and January 2026.Two researchers independently screened the literature,extracted data,and assessed study quality using the Newcastle-Ottawa Scale.A Meta-analysis of diagnostic test accuracy(DTA)was performed using Stata/MP 19.5.Based on the mean±standard deviation and clinically common diagnostic cut-off values from each included study,2×2 contingency tables were established to calculate the pooled sensitivity(Sn),pooled specificity(Sp),AUC,and corresponding 95%CI of each biomarker.The I2 statistic was adopted to evaluate between-study heterogeneity.Results:A total of 33 studies(20 published in Chinese and 13 in English)were included,in-volving 2,927 patients with early-stage PLC and 2,590 control subjects.The DTA Meta-analysis showed that all 10 biomarkers had diagnostic value for early PLC:AFP(pooled Sn=0.81,pooled Sp=0.80,AUC=0.87),PIVKA-II(pooled Sn=0.93,pooled Sp=0.87,AUC=0.96),gamma-glutamyl transferase(GGT)(pooled Sn=0.90,pooled Sp=0.82,AUC=0.93),GGT/alanine aminotransferase(ALT)(pooled Sn=0.94,pooled Sp=0.85,AUC=0.96),glypican-3(pooled Sn=0.85,pooled Sp=0.91,AUC=0.94),des-gamma-carboxy prothrombin(DCP)(pooled Sn=0.87,pooled Sp=0.94,AUC=0.96),Golgi protein 73(pooled Sn=0.89,pooled Sp=0.90,AUC=0.94),alpha-fetopro-tein Lens culinaris agglutinin-reactive fraction(AFP-L3%)(pooled Sn=0.87,pooled Sp=0.95,AUC=0.96),carbohy-drate antigen 19-9(CA19-9)(pooled Sn=0.94,pooled Sp=0.97,AUC=0.98),and microRNA(pooled Sn=0.82,pooled Sp=0.82,AUC=0.89)(all P<0.01).Except for AFP(I2=70.52%)and CA19-9(I2=78.33%),the pooled I2 values of the other eight biomarkers were all≤50%,suggesting acceptable heterogeneity;after subgroup analyses of AFP and CA19-9 stratified by control type,the I2 within each subgroup decreased to less than 50%.Sensitivity analysis indicated that the results for major biomarkers such as AFP and PIVKA-II were robust.The Deeks'funnel plot indicated no significant publication bias among studies evaluating AFP(P=0.230).Conclusion:Multiple serum biomarkers have value for the early diagnosis of PLC.Among them,PIVKA-II,GGT/ALT,DCP,AFP-L3%and CA19-9 show better and more robust diagnostic performance than conventional AFP.Given the limited diagnostic performance of single biomarkers,combined testing of multi-ple biomarkers is clinically recommended to boost early diagnostic performance.

张珍妮;苏凤禅;韦晓娜;韦志松;苏惠玲;梁美婷;张维明

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医药卫生

原发性肝癌血清生物标志物早期诊断甲胎蛋白维生素K缺乏诱导蛋白Ⅱ诊断准确性Meta分析

Primary liver cancerSerum biomarkersEarly diagnosisAlpha-fetoproteinProtein induced by vitamin K absence Ⅱ(PIVKA-Ⅱ)Diagnostic accuracyMeta-analysis

《肿瘤预防与治疗》 2026 (7)

547-560,14

This study was supported by grants from Health Commission of Guangxi Zhuang Autonomous Region(No.S2023097).广西医疗卫生适宜技术开发与推广应用项目(编号:S2023097)

10.3969/j.issn.1674-0904.2026.07.004

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