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应用 AFP 纵向监测筛查慢性乙型肝炎患者的早期肝细胞癌。

Detecting Early Hepatocellular Carcinoma in Patients With Chronic Hepatitis B Using Longitudinal α-Fetoprotein Screening.

机构信息

Department of Gastroenterology, Liver Center, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea.

Department of Data Sciences, Dana-Farber Cancer Institute, Boston, Massachusetts.

出版信息

Clin Gastroenterol Hepatol. 2023 Jun;21(6):1590-1597. doi: 10.1016/j.cgh.2022.08.018. Epub 2022 Aug 27.

Abstract

BACKGROUND & AIMS: This study aimed to evaluate the parametric empirical Bayes (PEB) longitudinal α-fetoprotein (AFP) screening algorithm performance in patients with hepatitis B compared with AFP surveillance with a fixed threshold.

METHODS

The serum AFP of 588 patients was measured. Patients were screened at least once every 6 months with AFP and ultrasound or computed tomography/magnetic resonance imaging. Age, aspartate aminotransferase level, alanine aminotransferase level, platelet count, total bilirubin, prothrombin time, and hepatitis B virus DNA level were adjusted in the PEB algorithm. All variables were abstracted at the time of hepatocellular carcinoma (HCC) diagnosis for cases or last follow-up for controls and at months -6, -12, -18, -24, -30, -36, -42, -48, and -54, up to month -60.

RESULTS

Overall, 62 (10.5%) HCC cases developed during a median follow-up of 52.7 months. Moreover, 55 (88.7%) cases were detected at Barcelona Clinic Liver Cancer stage 0 or A. The area under the receiver-operating characteristic curve of the patient-level true positive rate against the screening-level false positive rate was significantly higher in the PEB algorithm than that in AFP alone (area under the receiver-operating characteristic curve: 0.94 vs 0.86; P < .0005). At 80% specificity, the PEB algorithm significantly improved the patient-level true positive rate within 2 years prior to HCC diagnosis compared with AFP alone (80.6% vs 67.7%, respectively; P = .0485; adjusted P = .1663). The PEB algorithm more effectively enabled first positive screening.

CONCLUSIONS

The longitudinal assessment of AFP by the PEB algorithm improved HCC screening performance compared to AFP alone in patients with hepatitis B. This algorithm may improve HCC screening without additional cost or inconvenience to patients.

摘要

背景与目的

本研究旨在评估与固定阈值的 AFP 监测相比,参数经验贝叶斯(PEB)纵向甲胎蛋白(AFP)筛查算法在乙型肝炎患者中的性能。

方法

测量了 588 例患者的血清 AFP。患者每 6 个月至少进行一次 AFP 和超声或计算机断层扫描/磁共振成像检查。在 PEB 算法中,对年龄、天门冬氨酸氨基转移酶水平、丙氨酸氨基转移酶水平、血小板计数、总胆红素、凝血酶原时间和乙型肝炎病毒 DNA 水平进行了调整。所有变量均在肝癌(HCC)诊断时(病例)或最后随访时(对照)提取,并在 HCC 发生前的 -6、-12、-18、-24、-30、-36、-42、-48 和 -54 个月提取,直至 -60 个月。

结果

总体而言,52.7 个月的中位随访期间,62 例(10.5%)发生 HCC。此外,55 例(88.7%)病例在巴塞罗那临床肝癌分期 0 或 A 期被检测到。患者水平的真实阳性率与筛查水平的假阳性率之间的受试者工作特征曲线下面积在 PEB 算法中明显高于 AFP 单独使用(曲线下面积:0.94 比 0.86;P<.0005)。在特异性为 80%时,与 AFP 单独使用相比,PEB 算法显著提高了 HCC 诊断前 2 年内患者水平的真实阳性率(分别为 80.6%和 67.7%;P=0.0485;调整后 P=0.1663)。PEB 算法更有效地实现了首次阳性筛查。

结论

与 AFP 单独使用相比,乙型肝炎患者中通过 PEB 算法对 AFP 的纵向评估提高了 HCC 筛查性能。该算法可以在不增加患者成本或不便的情况下提高 HCC 筛查效果。

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