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Published on: May 4, 2012
A Novel Diagnostic Approach for Hepatocellular Carcinoma Using Glycosylated Ferritin
Akiyo Ishiguro1, Yutaka Suehiro1, Issei Saeki2
1Department of Oncology and Laboratory Medicine, Yamaguchi University Graduate School of Medicine, Ube, Yamaguchi, Japan.
Aim:
With the increasing incidence of nonviral hepatocellular carcinoma (HCC), current surveillance markers such as alpha-fetoprotein (AFP) and des-gamma carboxyprothrombin (DCP) show limitations. We investigated the percentage of glycosylated ferritin relative to total ferritin (%GF) as a novel diagnostic biomarker for HCC.
Methods:
Samples from 660 patients (chronic liver disease [CLD], n = 278 and HCC, n = 382) were divided into training and validation cohorts (7:3). Glycosylated ferritin was measured using concanavalin A, and %GF was calculated as 100 × (glycosylated ferritin/total ferritin). A multivariate logistic regression analysis was carried out in the training cohort and validated in the validation cohort to improve diagnostic accuracy.
Results:
In all HCC stages, %GF levels were significantly lower than CLD. The sensitivity and specificity of %GF were 73.7% and 70.8%, respectively, in the training cohort, and 74.1% and 69.8%, respectively, in the validation cohort. The area under the curve (AUC) values of 0.782 (training) and 0.800 (validation) were comparable to those of AFP and DCP. We developed the GFAD index, integrating age, sex, %GF, AFP, and DCP. The GFAD index showed superior diagnostic performance with AUCs of 0.939 (training) and 0.923 (validation). The sensitivity and specificity were 81.9% and 92.7%, respectively (training), and 78.6% and 87.2%, respectively (validation). For early stage HCC, the sensitivity was 67.0% (training) and 69.2% (validation), regardless of the etiology of HCC.
Conclusions:
The diagnostic performance of %GF for HCC was comparable to AFP and DCP. Moreover, the GFAD index showed excellent performance, even in early stage HCC, regardless of etiology.
