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Validation of combined AFP, AFP-L3, and PIVKA II for diagnosis and monitoring of hepatocellular carcinoma in Chinese patients

BACKGROUND: In this study, we aimed to investigate the performance of GALAD, GALAD-C, and GAAP models in Chinese population in comparison to our newly build statistical model. METHODS: In this study, we built the AALP model based on age, α-fetoprotein (AFP), AFP-L3, and prothrombin induced by vitami...

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Autores principales: Ren, Tianying, Hou, Xu, Zhang, Xin, Chen, Dongliang, Li, Juan, Zhu, Yingnan, Liu, Zhiheng, Yang, Dawei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10660169/
https://www.ncbi.nlm.nih.gov/pubmed/38028013
http://dx.doi.org/10.1016/j.heliyon.2023.e21906
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author Ren, Tianying
Hou, Xu
Zhang, Xin
Chen, Dongliang
Li, Juan
Zhu, Yingnan
Liu, Zhiheng
Yang, Dawei
author_facet Ren, Tianying
Hou, Xu
Zhang, Xin
Chen, Dongliang
Li, Juan
Zhu, Yingnan
Liu, Zhiheng
Yang, Dawei
author_sort Ren, Tianying
collection PubMed
description BACKGROUND: In this study, we aimed to investigate the performance of GALAD, GALAD-C, and GAAP models in Chinese population in comparison to our newly build statistical model. METHODS: In this study, we built the AALP model based on age, α-fetoprotein (AFP), AFP-L3, and prothrombin induced by vitamin K absence-II (PIVKA II) to differentiate between patients with HCC and patients with CLD. We then compared the serum levels of AFP-L3 and PIVKA II in patients with HCC who were defined as remission or progression and showed the prognostic value of combined biomarkers. RESULTS: The AUC value of the AALP model for HCC detection was 0.939 and AALP model exhibited a sensitivity of 81 % and a high specificity of 95 %. AALP model also exhibited good performance in the subgroups of patients with CLD. Furthermore, we demonstrated the consistency between imaging results and serum levels of AFP-L3 and PIVKA II. CONCLUSIONS: The AALP model achieved a good diagnostic performance and a high sensitivity for predicting HCC patients. Our research also showed that AFP-L3 and PIVKA II are complementary to each other but irreplaceable in the clinical detection and monitoring of HCC.
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spelling pubmed-106601692023-11-01 Validation of combined AFP, AFP-L3, and PIVKA II for diagnosis and monitoring of hepatocellular carcinoma in Chinese patients Ren, Tianying Hou, Xu Zhang, Xin Chen, Dongliang Li, Juan Zhu, Yingnan Liu, Zhiheng Yang, Dawei Heliyon Research Article BACKGROUND: In this study, we aimed to investigate the performance of GALAD, GALAD-C, and GAAP models in Chinese population in comparison to our newly build statistical model. METHODS: In this study, we built the AALP model based on age, α-fetoprotein (AFP), AFP-L3, and prothrombin induced by vitamin K absence-II (PIVKA II) to differentiate between patients with HCC and patients with CLD. We then compared the serum levels of AFP-L3 and PIVKA II in patients with HCC who were defined as remission or progression and showed the prognostic value of combined biomarkers. RESULTS: The AUC value of the AALP model for HCC detection was 0.939 and AALP model exhibited a sensitivity of 81 % and a high specificity of 95 %. AALP model also exhibited good performance in the subgroups of patients with CLD. Furthermore, we demonstrated the consistency between imaging results and serum levels of AFP-L3 and PIVKA II. CONCLUSIONS: The AALP model achieved a good diagnostic performance and a high sensitivity for predicting HCC patients. Our research also showed that AFP-L3 and PIVKA II are complementary to each other but irreplaceable in the clinical detection and monitoring of HCC. Elsevier 2023-11-01 /pmc/articles/PMC10660169/ /pubmed/38028013 http://dx.doi.org/10.1016/j.heliyon.2023.e21906 Text en © 2023 The Authors. Published by Elsevier Ltd. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Ren, Tianying
Hou, Xu
Zhang, Xin
Chen, Dongliang
Li, Juan
Zhu, Yingnan
Liu, Zhiheng
Yang, Dawei
Validation of combined AFP, AFP-L3, and PIVKA II for diagnosis and monitoring of hepatocellular carcinoma in Chinese patients
title Validation of combined AFP, AFP-L3, and PIVKA II for diagnosis and monitoring of hepatocellular carcinoma in Chinese patients
title_full Validation of combined AFP, AFP-L3, and PIVKA II for diagnosis and monitoring of hepatocellular carcinoma in Chinese patients
title_fullStr Validation of combined AFP, AFP-L3, and PIVKA II for diagnosis and monitoring of hepatocellular carcinoma in Chinese patients
title_full_unstemmed Validation of combined AFP, AFP-L3, and PIVKA II for diagnosis and monitoring of hepatocellular carcinoma in Chinese patients
title_short Validation of combined AFP, AFP-L3, and PIVKA II for diagnosis and monitoring of hepatocellular carcinoma in Chinese patients
title_sort validation of combined afp, afp-l3, and pivka ii for diagnosis and monitoring of hepatocellular carcinoma in chinese patients
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10660169/
https://www.ncbi.nlm.nih.gov/pubmed/38028013
http://dx.doi.org/10.1016/j.heliyon.2023.e21906
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