Improved Detection of Hepatocellular Carcinoma by Using a Longitudinal Alpha-Fetoprotein Screening Algorithm

医学 肝硬化 肝细胞癌 算法 内科学 胃肠病学 甲胎蛋白 纤维化 丙型肝炎 计算机科学
作者
Nabihah Tayob,Anna S. Lok,Kim‐Anh Do,Ziding Feng
出处
期刊:Clinical Gastroenterology and Hepatology [Elsevier BV]
卷期号:14 (3): 469-475.e2 被引量:90
标识
DOI:10.1016/j.cgh.2015.07.049
摘要

BACKGROUND & AIMS: Hepatocellular carcinoma (HCC) has limited treatment options when diagnosed at advanced stages; therefore, early detection is critical to reduce mortality. There is disagreement about the value of α-fetoprotein (AFP) in HCC surveillance. We aim to improve the sensitivity of AFP in HCC surveillance by using an algorithm that incorporates screening history to define patient-specific thresholds for positive a screen. METHODS: De-identified data from the Hepatitis C Antiviral Long-term Treatment against Cirrhosis (HALT-C) trial, which enrolled 1050 patients with hepatitis C and advanced fibrosis or cirrhosis who were prospectively followed every 3-6 months, were analyzed. AFP was assayed at each visit, and ultrasonography was performed every 6-12 months. A panel adjudicated the diagnosis of HCC. A parametric empirical Bayes (PEB) screening algorithm, which incorporates screening history, was compared with a single threshold approach for interpreting AFP results. RESULTS: During a median follow-up of 80 months, 88 patients (48 of 427 with cirrhosis and 40 of 621 with advanced fibrosis) were diagnosed with HCC. PEB improved the sensitivity of AFP for detecting all HCC from 60.4% to 77.1% (P < .0005) in patients with cirrhosis and from 72.5% to 87.5% (P = .0015) in patients with advanced fibrosis, when the false-positive rate among all screenings was set at 10%. PEB algorithm detected HCC 1.7-1.9 years earlier in the cirrhosis group and 1.4-1.7 years earlier in the advanced fibrosis group, compared with single threshold approach. CONCLUSIONS: PEB increases the sensitivity of AFP testing and detects HCC earlier among hepatitis C patients with advanced fibrosis or cirrhosis. These data should prompt a reevaluation of how AFP is used in combination with ultrasound in HCC surveillance.
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