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Diagnostic value of 5 serum biomarkers for hepatocellular carcinoma with different epidemiological backgrounds: A large-scale, retrospective study
OBJECTIVE: Hepatocellular carcinoma (HCC) is a lethal global disease that requires an accurate diagnosis. We assessed the potential of 5 serum biomarkers (AFP, AFU, GGT-II, GPC3, and HGF) in the diagnosis of HCC. METHODS: In this retrospective study, we measured the serum levels of each biomarker us...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Compuscript
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7877174/ https://www.ncbi.nlm.nih.gov/pubmed/33628599 http://dx.doi.org/10.20892/j.issn.2095-3941.2020.0207 |
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author | Liu, Dongming Luo, Yi Chen, Lu Chen, Liwei Zuo, Duo Li, Yueguo Zhang, Xiaofang Wu, Jing Xi, Qing Li, Guangtao Qi, Lisha Yue, Xiaofen Zhang, Xiehua Sun, Zhuoyu Zhang, Ning Song, Tianqiang Lu, Wei Guo, Hua |
author_facet | Liu, Dongming Luo, Yi Chen, Lu Chen, Liwei Zuo, Duo Li, Yueguo Zhang, Xiaofang Wu, Jing Xi, Qing Li, Guangtao Qi, Lisha Yue, Xiaofen Zhang, Xiehua Sun, Zhuoyu Zhang, Ning Song, Tianqiang Lu, Wei Guo, Hua |
author_sort | Liu, Dongming |
collection | PubMed |
description | OBJECTIVE: Hepatocellular carcinoma (HCC) is a lethal global disease that requires an accurate diagnosis. We assessed the potential of 5 serum biomarkers (AFP, AFU, GGT-II, GPC3, and HGF) in the diagnosis of HCC. METHODS: In this retrospective study, we measured the serum levels of each biomarker using ELISAs in 921 participants, including 298 patients with HCC, 154 patients with chronic hepatitis (CH), 122 patients with liver cirrhosis (LC), and 347 healthy controls from 3 hospitals. Patients negative for hepatitis B surface antigen and hepatitis C antibody (called “NBNC-HCC”) and patients positive for the above indices (called “HBV-HCC and HCV-HCC”) were enrolled. The selected diagnostic model was constructed using a training cohort (n = 468), and a validation cohort (n = 453) was used to validate our results. Receiver operating characteristic analysis was used to evaluate the diagnostic accuracy. RESULTS: The α-L-fucosidase (AFU)/α-fetoprotein (AFP) combination was best able to distinguish NBNC-HCC [area under the curve: 0.986 (95% confidence interval: 0.958–0.997), sensitivity: 92.6%, specificity: 98.9%] from healthy controls in the test cohort. For screening populations at risk of developing HCC (CH and LC), the AFP/AFU combination improved the diagnostic specificity for early-stage HCC [area under the curve: 0.776 (0.712–0.831), sensitivity: 52.5%, specificity: 91.6% in the test group]. In all-stage HBV-HCC and HCV-HCC, AFU was also the best candidate biomarker combined with AFP [area under the curve: 0.835 (0.784–0.877), sensitivity 69.1%, specificity: 87.4% in the test group]. All results were verified in the validation group. CONCLUSIONS: The AFP/AFU combination could be used to identify NBNC-HCC from healthy controls and hepatitis-related HCC from at-risk patients. |
format | Online Article Text |
id | pubmed-7877174 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Compuscript |
record_format | MEDLINE/PubMed |
spelling | pubmed-78771742021-02-23 Diagnostic value of 5 serum biomarkers for hepatocellular carcinoma with different epidemiological backgrounds: A large-scale, retrospective study Liu, Dongming Luo, Yi Chen, Lu Chen, Liwei Zuo, Duo Li, Yueguo Zhang, Xiaofang Wu, Jing Xi, Qing Li, Guangtao Qi, Lisha Yue, Xiaofen Zhang, Xiehua Sun, Zhuoyu Zhang, Ning Song, Tianqiang Lu, Wei Guo, Hua Cancer Biol Med Original Article OBJECTIVE: Hepatocellular carcinoma (HCC) is a lethal global disease that requires an accurate diagnosis. We assessed the potential of 5 serum biomarkers (AFP, AFU, GGT-II, GPC3, and HGF) in the diagnosis of HCC. METHODS: In this retrospective study, we measured the serum levels of each biomarker using ELISAs in 921 participants, including 298 patients with HCC, 154 patients with chronic hepatitis (CH), 122 patients with liver cirrhosis (LC), and 347 healthy controls from 3 hospitals. Patients negative for hepatitis B surface antigen and hepatitis C antibody (called “NBNC-HCC”) and patients positive for the above indices (called “HBV-HCC and HCV-HCC”) were enrolled. The selected diagnostic model was constructed using a training cohort (n = 468), and a validation cohort (n = 453) was used to validate our results. Receiver operating characteristic analysis was used to evaluate the diagnostic accuracy. RESULTS: The α-L-fucosidase (AFU)/α-fetoprotein (AFP) combination was best able to distinguish NBNC-HCC [area under the curve: 0.986 (95% confidence interval: 0.958–0.997), sensitivity: 92.6%, specificity: 98.9%] from healthy controls in the test cohort. For screening populations at risk of developing HCC (CH and LC), the AFP/AFU combination improved the diagnostic specificity for early-stage HCC [area under the curve: 0.776 (0.712–0.831), sensitivity: 52.5%, specificity: 91.6% in the test group]. In all-stage HBV-HCC and HCV-HCC, AFU was also the best candidate biomarker combined with AFP [area under the curve: 0.835 (0.784–0.877), sensitivity 69.1%, specificity: 87.4% in the test group]. All results were verified in the validation group. CONCLUSIONS: The AFP/AFU combination could be used to identify NBNC-HCC from healthy controls and hepatitis-related HCC from at-risk patients. Compuscript 2021-02-15 2021-02-15 /pmc/articles/PMC7877174/ /pubmed/33628599 http://dx.doi.org/10.20892/j.issn.2095-3941.2020.0207 Text en Copyright: © 2021, Cancer Biology & Medicine https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY) 4.0 (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Original Article Liu, Dongming Luo, Yi Chen, Lu Chen, Liwei Zuo, Duo Li, Yueguo Zhang, Xiaofang Wu, Jing Xi, Qing Li, Guangtao Qi, Lisha Yue, Xiaofen Zhang, Xiehua Sun, Zhuoyu Zhang, Ning Song, Tianqiang Lu, Wei Guo, Hua Diagnostic value of 5 serum biomarkers for hepatocellular carcinoma with different epidemiological backgrounds: A large-scale, retrospective study |
title | Diagnostic value of 5 serum biomarkers for hepatocellular carcinoma with different epidemiological backgrounds: A large-scale, retrospective study |
title_full | Diagnostic value of 5 serum biomarkers for hepatocellular carcinoma with different epidemiological backgrounds: A large-scale, retrospective study |
title_fullStr | Diagnostic value of 5 serum biomarkers for hepatocellular carcinoma with different epidemiological backgrounds: A large-scale, retrospective study |
title_full_unstemmed | Diagnostic value of 5 serum biomarkers for hepatocellular carcinoma with different epidemiological backgrounds: A large-scale, retrospective study |
title_short | Diagnostic value of 5 serum biomarkers for hepatocellular carcinoma with different epidemiological backgrounds: A large-scale, retrospective study |
title_sort | diagnostic value of 5 serum biomarkers for hepatocellular carcinoma with different epidemiological backgrounds: a large-scale, retrospective study |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7877174/ https://www.ncbi.nlm.nih.gov/pubmed/33628599 http://dx.doi.org/10.20892/j.issn.2095-3941.2020.0207 |
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