ArticleHepatology communications2022
Multimarker Panels for Detection of Early Stage Hepatocellular Carcinoma: A Prospective, Multicenter, Case-Control Study.
Article in Hepatology communications, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers, 2 of them syntheses that pooled it.
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Who cites it
41 citing papers in PubMed, 2 syntheses or guidelines pooled it, 59 citations in OpenAlex.
- Guideline
- A meta-analysis and of clinical values of 11 blood biomarkers, such as AFP, DCP, and GP73 for diagnosis of hepatocellular carcinoma.Annals of medicine · 2023Pooled it
- Multi-Target HCC Blood Test Demonstrates Consistent Performance Across Subgroups of Patients with Chronic Liver Disease.Cancers · 2026Article
- METTL1-mediated mOncogene · 2026Article
- Surgery-centered integrated strategies for personalized hepatocellular carcinoma care.Cancer biology & medicine · 2026Review
- Comparison of diagnostic performance of GAAD, GALAD, and ASAP scores for detecting hepatocellular carcinoma in advanced liver fibrosis patients.Advances in laboratory medicine · 2026Article
- Utility of Biomarker Panels in the Surveillance and Monitoring of Hepatocellular Carcinoma: Consensus Statements from an International Delphi Panel.Liver cancer · 2025Article
- Performance of GAAD and GALAD Biomarker Panels for HCC Detection in Patients with MASLD or ALD Cirrhosis.Cancers · 2025Article
- Evaluating the combined diagnostic power of alpha-fetoprotein and protein induced by vitamin K absence or antagonist-II for hepatocellular carcinoma.Journal of gastrointestinal oncology · 2025Article
- Persisting challenges in the early detection of hepatocellular carcinoma.Expert review of anticancer therapy · 2025Review
- Comparative evaluation of multimarker algorithms for early-stage HCC detection in multicenter prospective studies.JHEP reports : innovation in hepatology · 2025Article
- The Diagnostic Performance of AFP, AFP-L3, DCP, CA199, and Their Combination for Primary Liver Cancer.Journal of hepatocellular carcinoma · 2025Article
- Prospective appraisal of clinical diagnostic algorithms for hepatocellular carcinoma surveillance in Chinese patients with chronic hepatitis B infection.Scientific reports · 2024Article
- Metabolomics biomarkers of hepatocellular carcinoma in a prospective cohort of patients with cirrhosis.JHEP reports : innovation in hepatology · 2024Article
- Development and validation of a biomarker index for HCC treatment response.Hepatology communications · 2024Article
- Review
- Circulating miRNA's biomarkers for early detection of hepatocellular carcinoma in Egyptian patients based on machine learning algorithms.Scientific reports · 2024Article
- [Multi-omics combined test performance effectiveness on opportunistic screening of high-risk liver cancer population].Zhonghua gan zang bing za zhi = Zhonghua ganzangbing zazhi = Chinese journal of hepatology · 2024Article
- Transcriptomic evaluation of N6-methyladenosine modification can be used to identify differentially gene and immune-related biological processes in TX mice with liver fibrosis.Molecular biology reports · 2024Article
- Establishment and Validation of a Blood Test-based Nomogram to Diagnose Patients with AFP-negative HCC.Current cancer drug targets · 2024Article
Corrections and comments
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Authors and funding
11 authors at 10 institutions in 6 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Hepatocellular carcinoma (HCC), the sixth most common cancer worldwide, has an incidence rate equal to mortality. Over 80% of HCC cases occur within a high-risk population, mainly patients with both cirrhosis and chronic hepatitis B or C. With a 5-year survival rate ranging from <16% for advanced HCC to >90% for early stage HCC, there is a high medical need for the early detection of HCC. In this study, we systematically evaluated biomarkers mentioned in international guidelines and peer-reviewed literature for HCC surveillance and diagnosis with the aim of identifying combinations that display high sensitivity and specificity for early stage HCC. Fifty biomarkers were measured in the first sample panel, panel A (n = 110), and subjected to univariate analysis. Of these, 35 biomarkers (38 assays) from panel A and an additional 13 biomarkers from the literature were prioritized for subsequent multivariate evaluation with lasso regression and exhaustive search of two- to four-biomarker combinations (panel B). Panel B included 1,081 samples from patients with HCC (n = 308) or with chronic liver diseases (n = 740). Among all patients, 61.0% had hepatitis B, 32.9% had hepatitis C, and 60.5% had cirrhosis; 40.6% of patients with HCC had early stage cancer. Protein induced by vitamin K absence-II (PIVKA-II; also known as des-gamma-carboxy prothrombin [DCP]) and alpha-fetoprotein (AFP) demonstrated the best clinical performance, both individually and in combination, and the addition of a third biomarker (Lens culinaris agglutinin-reactive fraction of AFP [AFP-L3], cartilage oligomeric matrix protein [COMP], insulin-like growth factor-binding protein 3 [IGFBP3], or matrix metalloproteinase 3 [MMP3]) further increased sensitivity for the detection of both early stage and all-stage HCC. The addition of age and sex to the three-biomarker panel resulted in an improved diagnostic performance. Conclusion: The combination of AFP and PIVKA-II, with either IGFBP3, COMP or MMP3, plus age and sex, demonstrated the best performance for the detection of early- and all-stage HCC. These novel panels performed similar to that of the GALAD score (sex [gender], age, plus serum levels of AFP, AFP-L3 and DCP [PIVKA-II]), a promising screening tool developed for HCC detection.
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