Multimarker Panels for Detection of Early Stage Hepatocellular Carcinoma: A Prospective, Multicenter, Case-Control Study

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...

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Main Authors: Teerha Piratvisuth, Tawesak Tanwandee, Satawat Thongsawat, Wattana Sukeepaisarnjaroen, Juan Ignacio Esteban, Marta Bes, Bruno Köhler, Ying He, Magdalena Swiatek-de Lange, David Morgenstern, Henry Lik Yuen Chan
Other Authors: Siriraj Hospital
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Published: 2022
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Online Access:https://repository.li.mahidol.ac.th/handle/123456789/74680
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spelling th-mahidol.746802022-08-04T11:26:42Z Multimarker Panels for Detection of Early Stage Hepatocellular Carcinoma: A Prospective, Multicenter, Case-Control Study Teerha Piratvisuth Tawesak Tanwandee Satawat Thongsawat Wattana Sukeepaisarnjaroen Juan Ignacio Esteban Marta Bes Bruno Köhler Ying He Magdalena Swiatek-de Lange David Morgenstern Henry Lik Yuen Chan Siriraj Hospital Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas Roche Diagnostics GmbH Faculty of Medicine, Khon Kaen University Roche Diagnostics Corporation Centro de Transfusion y Banco de Tejidos Hospital Universitari Vall d'Hebron Prince of Songkla University Universitätsklinikum Heidelberg Chinese University of Hong Kong Chiang Mai University Liver Cancer Center Heidelberg (LCCH) Medicine 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. 2022-08-04T04:26:42Z 2022-08-04T04:26:42Z 2022-04-01 Article Hepatology Communications. Vol.6, No.4 (2022), 679-691 10.1002/hep4.1847 2471254X 2-s2.0-85119298602 https://repository.li.mahidol.ac.th/handle/123456789/74680 Mahidol University SCOPUS https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85119298602&origin=inward
institution Mahidol University
building Mahidol University Library
continent Asia
country Thailand
Thailand
content_provider Mahidol University Library
collection Mahidol University Institutional Repository
topic Medicine
spellingShingle Medicine
Teerha Piratvisuth
Tawesak Tanwandee
Satawat Thongsawat
Wattana Sukeepaisarnjaroen
Juan Ignacio Esteban
Marta Bes
Bruno Köhler
Ying He
Magdalena Swiatek-de Lange
David Morgenstern
Henry Lik Yuen Chan
Multimarker Panels for Detection of Early Stage Hepatocellular Carcinoma: A Prospective, Multicenter, Case-Control Study
description 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.
author2 Siriraj Hospital
author_facet Siriraj Hospital
Teerha Piratvisuth
Tawesak Tanwandee
Satawat Thongsawat
Wattana Sukeepaisarnjaroen
Juan Ignacio Esteban
Marta Bes
Bruno Köhler
Ying He
Magdalena Swiatek-de Lange
David Morgenstern
Henry Lik Yuen Chan
format Article
author Teerha Piratvisuth
Tawesak Tanwandee
Satawat Thongsawat
Wattana Sukeepaisarnjaroen
Juan Ignacio Esteban
Marta Bes
Bruno Köhler
Ying He
Magdalena Swiatek-de Lange
David Morgenstern
Henry Lik Yuen Chan
author_sort Teerha Piratvisuth
title Multimarker Panels for Detection of Early Stage Hepatocellular Carcinoma: A Prospective, Multicenter, Case-Control Study
title_short Multimarker Panels for Detection of Early Stage Hepatocellular Carcinoma: A Prospective, Multicenter, Case-Control Study
title_full Multimarker Panels for Detection of Early Stage Hepatocellular Carcinoma: A Prospective, Multicenter, Case-Control Study
title_fullStr Multimarker Panels for Detection of Early Stage Hepatocellular Carcinoma: A Prospective, Multicenter, Case-Control Study
title_full_unstemmed Multimarker Panels for Detection of Early Stage Hepatocellular Carcinoma: A Prospective, Multicenter, Case-Control Study
title_sort multimarker panels for detection of early stage hepatocellular carcinoma: a prospective, multicenter, case-control study
publishDate 2022
url https://repository.li.mahidol.ac.th/handle/123456789/74680
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