ArticleClinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association2014
Factors that affect accuracy of α-fetoprotein test in detection of hepatocellular carcinoma in patients with cirrhosis.
Article in Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 101 papers, 6 of them syntheses that pooled it.
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Who cites it
101 citing papers in PubMed, 6 syntheses or guidelines pooled it, 151 citations in OpenAlex.
- Diagnostic accuracy of surveillance tests for hepatocellular carcinoma in cirrhosis: a systematic review and network meta-analysis.BMJ open gastroenterology · 2026Pooled it
- Abdominal ultrasound and alpha-foetoprotein for the diagnosis of hepatocellular carcinoma in adults with chronic liver disease.The Cochrane database of systematic reviews · 2021Pooled it
- Hepatocellular carcinoma tumour volume doubling time: a systematic review and meta-analysis.Gut · 2021Pooled it
- The threshold of alpha-fetoprotein (AFP) for the diagnosis of hepatocellular carcinoma: A systematic review and meta-analysis.PloS one · 2020Pooled it
- Surveillance Imaging and Alpha Fetoprotein for Early Detection of Hepatocellular Carcinoma in Patients With Cirrhosis: A Meta-analysis.Gastroenterology · 2018Pooled it
- Early detection, curative treatment, and survival rates for hepatocellular carcinoma surveillance in patients with cirrhosis: a meta-analysis.PLoS medicine · 2014Pooled it
- Optimizing Surveillance Performance of Alpha-Fetoprotein by Selection of Proper Target Population in Chronic Hepatitis B.PloS one · 2016Trial
- Multi-Target HCC Blood Test Demonstrates Consistent Performance Across Subgroups of Patients with Chronic Liver Disease.Cancers · 2026Article
- Pictorial review of abdominopelvic diseases with elevated alpha-fetoprotein levels.Abdominal radiology (New York) · 2026Review
- Methylation plus alpha-fetoprotein blood test for early detection of HCC in at-risk populations.Hepatology communications · 2026Article
- Transformation Discriminant Analysis for Constructing Optimal Biomarker Combinations.Statistics in medicine · 2026Article
- Validation of longitudinal biomarker screening algorithms for HCC detection in patients with cirrhosis.Hepatology communications · 2026Article
- Changes in Liver Disease Etiology Support a Lower Alpha-Fetoprotein Threshold for Hepatocellular Carcinoma Screening.Gastroenterology · 2026Article
- Unstable Recompensation: An Intermediate Subtype in Patients With HBV-Related Decompensated Cirrhosis.Alimentary pharmacology & therapeutics · 2026Article
- Novel biomarkers for early detection of HCC in patients with MASLD or ALD.Hepatology communications · 2026Article
- Utility of Biomarker Panels in the Surveillance and Monitoring of Hepatocellular Carcinoma: Consensus Statements from an International Delphi Panel.Liver cancer · 2025Article
- Sex and gender disparities in hepatocellular carcinoma: insights into risk, diagnosis, and therapeutic outcomes.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2025Review
- Current Tools to Diagnose and Predict Hepatocellular Carcinoma: Relevance to HIV and Hepatitis B Virus Coinfection.Current HIV/AIDS reports · 2025Review
- Article
- LI-RADS in 2024: recent updates, planned refinements, and future directions.Abdominal radiology (New York) · 2025Review
41 more citing papers are in PubMed but not listed here.
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Authors and funding
7 authors at 2 institutions in 1 country.
Funding
Abstract
BACKGROUND &
aimsMeasurements of α-fetoprotein (AFP) detect hepatocellular carcinoma (HCC) with low levels of sensitivity and specificity, and therefore are not recommended for use in liver cancer surveillance. However, AFP levels might accurately detect HCC in subgroups of patients. We performed a retrospective case-control study to identify features of patients with cirrhosis in whom levels of AFP correlated with HCC.
methodsWe collected data from patients with cirrhosis, with (n = 452) or without (n = 676) HCC, diagnosed at Parkland Hospital in Dallas, Texas, from January 2005 through June 2012. We determined sensitivities and specificities with which different levels of AFP identified those with HCC; multivariate logistic regression was used to associate accurate identification of HCC with patient features (age, sex, race/ethnicity, alcohol intake, smoking, etiology of cirrhosis, presence of decompensation, and laboratory test results). We assessed the overall accuracy of these factors in detecting HCC using receiver operator characteristic curve analysis and the Delong method. We calculated levels of AFP that detect HCC with the highest levels of sensitivity and specificity in subgroups using receiver operator characteristic analysis.
resultsThe most common etiologies of cirrhosis were hepatitis C virus (HCV) infection (60%) and alcohol induced (22%). Nearly 11% of patients were human immunodeficiency virus (HIV)-positive. Levels of AFP greater than 20 ng/mL detected HCC with 70.1% sensitivity and 89.8% specificity. This AFP level identified patients with HCC with a c-statistic of 0.87 (95% confidence interval, 0.85-0.89); it was significantly more accurate in HCV-negative patients than in HCV-positive patients (c-statistic, 0.89 vs 0.83; P = .007). AFP levels of 59 ng/mL or greater most accurately detected HCC in patients with HCV-associated cirrhosis; levels of AFP of 11 ng/mL or greater accurately identified HCC in HCV-negative patients. The level of AFP identified early stage HCC with a c-statistic of 0.62 (95% confidence interval, 0.58-0.66), and had a significantly higher level of accuracy for HIV-positive patients than for HIV-negative patients (c-statistic, 0.81 vs 0.59; P < .001).
conclusionsBased on a retrospective analysis of data from patients with cirrhosis, with or without HCC, AFP level most accurately detects HCC in patients without HCV infection. It detects HCC with a high level of accuracy in patients with cirrhosis and HIV infection.
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