Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, China.
Institute of Liver Diseases, Beijing University of Chinese Medicine, Beijing, China.
PLoS One. 2020 Feb 13;15(2):e0228857. doi: 10.1371/journal.pone.0228857. eCollection 2020.
Hepatocellular carcinoma (HCC) has become a pressing health problem facing the world today due to its high morbidity, high mortality, and late discovery. As a diagnostic criteria of HCC, the exact threshold of Alpha-fetoprotein (AFP) is controversial. Therefore, this study was aimed to systematically estimate the performance of AFP in diagnosing HCC and to clarify its optimal threshold.
Medline and Embase databases were searched for articles indexed up to November 2019. English language studies were included if both the sensitivity and specificity of AFP in the diagnosis of HCC were provided. The basic information and accuracy data included in the studies were extracted. Combined estimates for sensitivity and specificity were statistically analyzed by random-effects model using MetaDisc 1.4 and Stata 15.0 software at the prespecified threshold of 400 ng/mL, 200 ng/mL, and the range of 20-100 ng/mL. The optimal threshold was evaluated by the area under curve (AUC) of the summary receiver operating characteristic (SROC).
We retrieved 29,828 articles and included 59 studies and 1 review with a total of 11,731 HCC cases confirmed by histomorphology and 21,972 control cases without HCC. The included studies showed an overall judgment of at risk of bias. Four studies with AFP threshold of 400 ng/mL showed the summary sensitivity and specificity of 0.32 (95%CI 0.31-0.34) and 0.99 (95%CI 0.98-0.99), respectively. Four studies with AFP threshold of 200 ng/mL showed the summary sensitivity and specificity of 0.49 (95%CI 0.47-0.50) and 0.98 (95%CI 0.97-0.99), respectively. Forty-six studies with AFP threshold of 20-100 ng/mL showed the summary sensitivity and specificity of 0.61 (95%CI 0.60-0.62) and 0.86 (95%CI 0.86-0.87), respectively. The AUC of SROC and Q index of 400 ng/mL threshold were 0.9368 and 0.8734, respectively, which were significantly higher than those in 200 ng/mL threshold (0.9311 and 0.8664, respectively) and higher than those in 20-100 ng/mL threshold (0.8330 and 0.7654, respectively). Furthermore, similar result that favored 400 ng/mL were shown in the threshold in terms of AFP combined with ultrasound.
AFP levels in serum showed good accuracy in HCC diagnosis, and the threshold of AFP with 400 ng/mL was better than that of 200 ng/mL in terms of sensitivity and specificity no matter AFP is used alone or combined with ultrasound.
由于肝癌(HCC)发病率高、死亡率高、发现晚,已成为当今世界面临的一个紧迫的健康问题。甲胎蛋白(AFP)是 HCC 的诊断标准之一,其确切阈值存在争议。因此,本研究旨在系统评估 AFP 诊断 HCC 的性能,并明确其最佳阈值。
检索 Medline 和 Embase 数据库,截至 2019 年 11 月收录的文章。如果提供了 AFP 对 HCC 的诊断的灵敏度和特异性,则纳入英文研究。提取研究中包含的基本信息和准确性数据。使用 MetaDisc 1.4 和 Stata 15.0 软件在预设的 400ng/ml、200ng/ml 和 20-100ng/ml 范围内,通过随机效应模型对灵敏度和特异性的综合估计值进行统计学分析。通过汇总受试者工作特征(SROC)曲线下面积(AUC)评估最佳阈值。
我们检索到 29828 篇文章,纳入了 59 项研究和 1 项综述,共包括 11731 例经组织形态学证实的 HCC 病例和 21972 例无 HCC 的对照病例。纳入的研究总体判断为存在偏倚风险。四项 AFP 阈值为 400ng/ml 的研究显示,汇总敏感性和特异性分别为 0.32(95%CI 0.31-0.34)和 0.99(95%CI 0.98-0.99)。四项 AFP 阈值为 200ng/ml 的研究显示,汇总敏感性和特异性分别为 0.49(95%CI 0.47-0.50)和 0.98(95%CI 0.97-0.99)。46 项 AFP 阈值为 20-100ng/ml 的研究显示,汇总敏感性和特异性分别为 0.61(95%CI 0.60-0.62)和 0.86(95%CI 0.86-0.87)。400ng/ml 阈值的 SROC 的 AUC 和 Q 指数分别为 0.9368 和 0.8734,显著高于 200ng/ml 阈值(0.9311 和 0.8664)和 20-100ng/ml 阈值(0.8330 和 0.7654)。此外,在 AFP 联合超声检查的阈值方面,也显示出了有利于 400ng/ml 的相似结果。
血清 AFP 水平对 HCC 诊断具有较好的准确性,无论 AFP 是单独使用还是与超声联合使用,400ng/ml 的 AFP 阈值在敏感性和特异性方面均优于 200ng/ml。