Department of Biostatistics, University of Texas MD Anderson Cancer Center, Houston, Texas.
Houston VA Health Services Research and Development Service Center of Excellence, Houston, Texas, Section of Health Services Research, Michael E. DeBakey VA Medical Center, Houston, Texas, and Baylor College of Medicine, Houston, Texas.
Clin Gastroenterol Hepatol. 2019 Aug;17(9):1886-1893.e5. doi: 10.1016/j.cgh.2018.12.005. Epub 2018 Dec 14.
BACKGROUND & AIMS: Early detection of hepatocellular carcinoma (HCC) through surveillance reduces mortality associated with this cancer. Guidelines recommend HCC surveillance every 6 months for patients with cirrhosis, via ultrasonography, with or without measurement of serum level of alpha fetoprotein (AFP).
We previously developed and internally validated an HCC early detection screening (HES) algorithm that included patient's current level of AFP, rate of AFP change, age, level of alanine aminotransferase, and platelet count in a department of Veterans affairs (VA) cohort with active hepatitis C virus-related cirrhosis. HES score was associated with 3.84% absolute improvement in sensitivity of detection of HCC compared with AFP alone, at 90% specificity, within 6 months prior to diagnosis of this cancer. We externally validated the HES algorithm in a cohort of 38,431 patients with cirrhosis of any etiology evaluated at a VA medical center from 2010 through 2015.
A total of 4804 cases of HCC developed during a median follow-up time of 3.12 years. At 90% specificity, the HES algorithm identified patients with HCC with 52.56% sensitivity, compared to 48.13% sensitivity for the AFP assay alone, within 6 months prior to diagnosis; this was an absolute improvement of 4.43% (P < .0005). In HCC screening, a positive result leads to follow-up evaluation by computed tomography or magnetic resonance imaging. We estimated that the number of HCC cases detected per 1000 imaging analyses was 198.57 for the HES algorithm vs 185.52 for the AFP assay alone, or detection of 13 additional cases of HCC (P < .0005).
We validated the HES algorithm in detection of HCC in patients with cirrhosis of any etiology evaluated at VA medical centers. The algorithm offers a modest but useful advantage over AFP alone in HCC surveillance.
通过监测早期发现肝细胞癌(HCC)可降低与该癌症相关的死亡率。指南建议通过超声检查,联合或不联合测量血清甲胎蛋白(AFP)水平,每 6 个月对肝硬化患者进行 HCC 监测。
我们之前开发并在一个退伍军人事务部(VA)队列中内部验证了一种 HCC 早期检测筛查(HES)算法,该算法包括患者当前的 AFP 水平、AFP 变化率、年龄、丙氨酸氨基转移酶水平和血小板计数。与单独 AFP 相比,HES 评分在 90%特异性下,可使 HCC 检测的敏感性提高 3.84%,在诊断 HCC 前 6 个月内。我们在 2010 年至 2015 年期间在 VA 医疗中心评估的任何病因肝硬化的 38431 例患者的队列中对 HES 算法进行了外部验证。
中位随访时间为 3.12 年期间,共发生 4804 例 HCC。在 90%特异性下,HES 算法在诊断前 6 个月内识别 HCC 的患者的敏感性为 52.56%,而单独 AFP 检测的敏感性为 48.13%;这是绝对提高了 4.43%(P<0.0005)。在 HCC 筛查中,阳性结果会导致进行计算机断层扫描或磁共振成像的后续评估。我们估计,HES 算法每 1000 次成像分析检测到的 HCC 病例数为 198.57 例,而单独 AFP 检测为 185.52 例,或检测到 13 例额外的 HCC 病例(P<0.0005)。
我们在 VA 医疗中心评估的任何病因肝硬化患者中验证了 HES 算法检测 HCC 的性能。该算法在 HCC 监测方面提供了相对于单独 AFP 的适度但有用的优势。