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He L, Zhang C, Liu LL, Huang LP, Lu WJ, Zhang YY, Zou DY, Wang YF, Zhang Q, Yang XL. Development of a diagnostic nomogram for alpha-fetoprotein-negative hepatocellular carcinoma based on serological biomarkers. World J Gastrointest Oncol 2024; 16:2451-2463. [DOI: 10.4251/wjgo.v16.i6.2451] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Revised: 02/12/2024] [Accepted: 04/01/2024] [Indexed: 06/13/2024] Open
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) is the third leading cause of cancer-related death worldwide. Serum biomarkers play an important role in the early diagnosis and prognosis of HCC. Because a certain percentage of HCC patients are negative for alpha-fetoprotein (AFP), the diagnosis of AFP-negative HCC is essential to improve the detection rate of HCC.
AIM To establish an effective model for diagnosing AFP-negative HCC based on serum tumour biomarkers.
METHODS A total of 180 HCC patients were enrolled in this study. The expression levels of GP73, des-γ-carboxyprothrombin (DCP), CK18-M65, and CK18-M30 were detected by a fully automated chemiluminescence analyser. The variables were selected by logistic regression analysis. Several models were constructed using stepwise backward logistic regression. The performance of the models was compared using the C statistic, integrated discrimination improvement, net reclassification improvement, and calibration curves. The clinical utility of the nomogram was assessed using decision curve analysis (DCA).
RESULTS The results showed that the expression levels of GP73, DCP, CK18-M65, and CK18-M30 were significantly greater in AFP-negative HCC patients than in healthy controls (P < 0.001). Multivariate logistic regression analysis revealed that GP73, DCP, and CK18-M65 were independent factors for diagnosing AFP-negative HCC. By comparing the diagnostic performance of multiple models, we included GP73 and CK18-M65 as the model variables, and the model had good discrimination ability (area under the curve = 0.946) and good goodness of fit. The DCA curves indicated the good clinical utility of the nomogram.
CONCLUSION Our study identified GP73 and CK18-M65 as serum biomarkers with certain application value in the diagnosis of AFP-negative HCC. The diagnostic nomogram based on CK18-M65 combined with GP73 demonstrated good performance and effectively identified high-risk groups of patients with HCC.
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Affiliation(s)
- Li He
- School of Clinical Medicine, Weifang Medical University, Weifang 261053, Shandong Province, China
- Department of Organ Transplantation, The Third Medical Centre of Chinese PLA General Hospital, Beijing 100039, China
| | - Cui Zhang
- Department of Laboratory Medicine, The Third Medical Centre of Chinese PLA General Hospital, Beijing 100039, China
| | - Lan-Lan Liu
- Department of Laboratory Medicine, The Third Medical Centre of Chinese PLA General Hospital, Beijing 100039, China
| | - Li-Ping Huang
- Department of Laboratory Medicine, Jingyu County People’s Hospital, Baishan 135200, Jilin Province, China
| | - Wen-Jing Lu
- Department of Laboratory Medicine, The Third Medical Centre of Chinese PLA General Hospital, Beijing 100039, China
| | - Yuan-Yuan Zhang
- Department of Laboratory Medicine, The Third Medical Centre of Chinese PLA General Hospital, Beijing 100039, China
| | - De-Yong Zou
- Department of Laboratory Medicine, The Third Medical Centre of Chinese PLA General Hospital, Beijing 100039, China
| | - Yu-Fei Wang
- Department of Laboratory Medicine, The Third Medical Centre of Chinese PLA General Hospital, Beijing 100039, China
| | - Qing Zhang
- School of Clinical Medicine, Weifang Medical University, Weifang 261053, Shandong Province, China
- Department of Organ Transplantation, The Third Medical Centre of Chinese PLA General Hospital, Beijing 100039, China
| | - Xiao-Li Yang
- Department of Laboratory Medicine, The Third Medical Centre of Chinese PLA General Hospital, Beijing 100039, China
- School of Laboratory Medicine, Weifang Medical University, Weifang 261053, Shandong Province, China
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He L, Zhang C, Liu LL, Huang LP, Lu WJ, Zhang YY, Zou DY, Wang YF, Zhang Q, Yang XL. Development of a diagnostic nomogram for alpha-fetoprotein-negative hepatocellular carcinoma based on serological biomarkers. World J Gastrointest Oncol 2024; 16:2463-2475. [PMID: 38994169 PMCID: PMC11236252 DOI: 10.4251/wjgo.v16.i6.2463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Revised: 02/12/2024] [Accepted: 04/01/2024] [Indexed: 06/14/2024] Open
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) is the third leading cause of cancer-related death worldwide. Serum biomarkers play an important role in the early diagnosis and prognosis of HCC. Because a certain percentage of HCC patients are negative for alpha-fetoprotein (AFP), the diagnosis of AFP-negative HCC is essential to improve the detection rate of HCC. AIM To establish an effective model for diagnosing AFP-negative HCC based on serum tumour biomarkers. METHODS A total of 180 HCC patients were enrolled in this study. The expression levels of GP73, des-γ-carboxyprothrombin (DCP), CK18-M65, and CK18-M30 were detected by a fully automated chemiluminescence analyser. The variables were selected by logistic regression analysis. Several models were constructed using stepwise backward logistic regression. The performance of the models was compared using the C statistic, integrated discrimination improvement, net reclassification improvement, and calibration curves. The clinical utility of the nomogram was assessed using decision curve analysis (DCA). RESULTS The results showed that the expression levels of GP73, DCP, CK18-M65, and CK18-M30 were significantly greater in AFP-negative HCC patients than in healthy controls (P < 0.001). Multivariate logistic regression analysis revealed that GP73, DCP, and CK18-M65 were independent factors for diagnosing AFP-negative HCC. By comparing the diagnostic performance of multiple models, we included GP73 and CK18-M65 as the model variables, and the model had good discrimination ability (area under the curve = 0.946) and good goodness of fit. The DCA curves indicated the good clinical utility of the nomogram. CONCLUSION Our study identified GP73 and CK18-M65 as serum biomarkers with certain application value in the diagnosis of AFP-negative HCC. The diagnostic nomogram based on CK18-M65 combined with GP73 demonstrated good performance and effectively identified high-risk groups of patients with HCC.
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Affiliation(s)
- Li He
- School of Clinical Medicine, Weifang Medical University, Weifang 261053, Shandong Province, China
- Department of Organ Transplantation, The Third Medical Centre of Chinese PLA General Hospital, Beijing 100039, China
| | - Cui Zhang
- Department of Laboratory Medicine, The Third Medical Centre of Chinese PLA General Hospital, Beijing 100039, China
| | - Lan-Lan Liu
- Department of Laboratory Medicine, The Third Medical Centre of Chinese PLA General Hospital, Beijing 100039, China
| | - Li-Ping Huang
- Department of Laboratory Medicine, Jingyu County People’s Hospital, Baishan 135200, Jilin Province, China
| | - Wen-Jing Lu
- Department of Laboratory Medicine, The Third Medical Centre of Chinese PLA General Hospital, Beijing 100039, China
| | - Yuan-Yuan Zhang
- Department of Laboratory Medicine, The Third Medical Centre of Chinese PLA General Hospital, Beijing 100039, China
| | - De-Yong Zou
- Department of Laboratory Medicine, The Third Medical Centre of Chinese PLA General Hospital, Beijing 100039, China
| | - Yu-Fei Wang
- Department of Laboratory Medicine, The Third Medical Centre of Chinese PLA General Hospital, Beijing 100039, China
| | - Qing Zhang
- School of Clinical Medicine, Weifang Medical University, Weifang 261053, Shandong Province, China
- Department of Organ Transplantation, The Third Medical Centre of Chinese PLA General Hospital, Beijing 100039, China
| | - Xiao-Li Yang
- Department of Laboratory Medicine, The Third Medical Centre of Chinese PLA General Hospital, Beijing 100039, China
- School of Laboratory Medicine, Weifang Medical University, Weifang 261053, Shandong Province, China
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Fares S, Wehrle CJ, Hong H, Sun K, Jiao C, Zhang M, Gross A, Allkushi E, Uysal M, Kamath S, Ma WW, Modaresi Esfeh J, Linganna MW, Khalil M, Pita A, Kim J, Walsh RM, Miller C, Hashimoto K, Schlegel A, Kwon DCH, Aucejo F. Emerging and Clinically Accepted Biomarkers for Hepatocellular Carcinoma. Cancers (Basel) 2024; 16:1453. [PMID: 38672535 PMCID: PMC11047909 DOI: 10.3390/cancers16081453] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Revised: 04/03/2024] [Accepted: 04/08/2024] [Indexed: 04/28/2024] Open
Abstract
Hepatocellular carcinoma (HCC) is the third leading cause of cancer-related death and the sixth most diagnosed malignancy worldwide. Serum alpha-fetoprotein (AFP) is the traditional, ubiquitous biomarker for HCC. However, there has been an increasing call for the use of multiple biomarkers to optimize care for these patients. AFP, AFP-L3, and prothrombin induced by vitamin K absence II (DCP) have described clinical utility for HCC, but unfortunately, they also have well established and significant limitations. Circulating tumor DNA (ctDNA), genomic glycosylation, and even totally non-invasive salivary metabolomics and/or micro-RNAS demonstrate great promise for early detection and long-term surveillance, but still require large-scale prospective validation to definitively validate their clinical validity. This review aims to provide an update on clinically available and emerging biomarkers for HCC, focusing on their respective clinical strengths and weaknesses.
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Affiliation(s)
- Sami Fares
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
| | - Chase J. Wehrle
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
| | - Hanna Hong
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
| | - Keyue Sun
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
| | - Chunbao Jiao
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
| | - Mingyi Zhang
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
| | - Abby Gross
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
| | - Erlind Allkushi
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
| | - Melis Uysal
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
| | - Suneel Kamath
- Department of Hematology and Oncology, Taussig Cancer Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.K.); (W.W.M.)
| | - Wen Wee Ma
- Department of Hematology and Oncology, Taussig Cancer Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.K.); (W.W.M.)
| | - Jamak Modaresi Esfeh
- Department of Gastroenterology, Hepatology, and Nutrition, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (J.M.E.); (M.W.L.)
| | - Maureen Whitsett Linganna
- Department of Gastroenterology, Hepatology, and Nutrition, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (J.M.E.); (M.W.L.)
| | - Mazhar Khalil
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
| | - Alejandro Pita
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
| | - Jaekeun Kim
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
| | - R. Matthew Walsh
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
| | - Charles Miller
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
| | - Koji Hashimoto
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
| | - Andrea Schlegel
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
| | - David Choon Hyuck Kwon
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
| | - Federico Aucejo
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
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Fu L, Guldiken N, Remih K, Karl AS, Preisinger C, Strnad P. Serum/Plasma Proteome in Non-Malignant Liver Disease. Int J Mol Sci 2024; 25:2008. [PMID: 38396688 PMCID: PMC10889128 DOI: 10.3390/ijms25042008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 01/31/2024] [Accepted: 02/03/2024] [Indexed: 02/25/2024] Open
Abstract
The liver is the central metabolic organ and produces 85-90% of the proteins found in plasma. Accordingly, the plasma proteome is an attractive source of liver disease biomarkers that reflects the different cell types present in this organ, as well as the processes such as responses to acute and chronic injury or the formation of an extracellular matrix. In the first part, we summarize the biomarkers routinely used in clinical evaluations and their biological relevance in the different stages of non-malignant liver disease. Later, we describe the current proteomic approaches, including mass spectrometry and affinity-based techniques, that allow a more comprehensive assessment of the liver function but also require complex data processing. The many approaches of analysis and interpretation and their potential caveats are delineated. While these advances hold the promise to transform our understanding of liver diseases and support the development and validation of new liver-related drugs, an interdisciplinary collaboration is needed.
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Affiliation(s)
- Lei Fu
- Department of Internal Medicine III, Gastroenterology, Metabolic Diseases and Intensive Care, University Hospital RWTH Aachen, Pauwelsstraße 30, 52074 Aachen, Germany; (L.F.); (N.G.); (K.R.); (A.S.K.)
| | - Nurdan Guldiken
- Department of Internal Medicine III, Gastroenterology, Metabolic Diseases and Intensive Care, University Hospital RWTH Aachen, Pauwelsstraße 30, 52074 Aachen, Germany; (L.F.); (N.G.); (K.R.); (A.S.K.)
| | - Katharina Remih
- Department of Internal Medicine III, Gastroenterology, Metabolic Diseases and Intensive Care, University Hospital RWTH Aachen, Pauwelsstraße 30, 52074 Aachen, Germany; (L.F.); (N.G.); (K.R.); (A.S.K.)
| | - Anna Sophie Karl
- Department of Internal Medicine III, Gastroenterology, Metabolic Diseases and Intensive Care, University Hospital RWTH Aachen, Pauwelsstraße 30, 52074 Aachen, Germany; (L.F.); (N.G.); (K.R.); (A.S.K.)
| | - Christian Preisinger
- Proteomics Facility, Interdisciplinary Centre for Clinical Research (IZKF), Medical School, RWTH Aachen University, Pauwelsstraße 30, 52074 Aachen, Germany;
| | - Pavel Strnad
- Department of Internal Medicine III, Gastroenterology, Metabolic Diseases and Intensive Care, University Hospital RWTH Aachen, Pauwelsstraße 30, 52074 Aachen, Germany; (L.F.); (N.G.); (K.R.); (A.S.K.)
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Hemken PM, Qin X, Sokoll LJ, Jackson L, Feng F, Li P, Gawel SH, Tu B, Lin Z, Hartnett J, Hawksworth D, Tieman BC, Yoshimura T, Kinukawa H, Ning S, Liu E, Meng F, Chen F, Miao J, Mi X, Tong X, Chan DW, Davis GJ. Validation of the novel GLAS algorithm as an aid in the detection of liver fibrosis and cirrhosis based on GP73, LG2m, age, and sex. Clin Proteomics 2023; 20:53. [PMID: 38017436 PMCID: PMC10683319 DOI: 10.1186/s12014-023-09444-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Accepted: 11/13/2023] [Indexed: 11/30/2023] Open
Abstract
BACKGROUND Diagnosis of liver disease at earlier stages can improve outcomes and reduce the risk of progression to malignancy. Liver biopsy is the gold standard for diagnosis of liver disease, but is invasive and sample acquisition errors are common. Serum biomarkers for liver function and fibrosis, combined with patient factors, may allow for noninvasive detection of liver disease. In this pilot study, we tested and validated the performance of an algorithm that combines GP73 and LG2m serum biomarkers with age and sex (GLAS) to differentiate between patients with liver disease and healthy individuals in two independent cohorts. METHODS To develop the algorithm, prototype immunoassays were used to measure GP73 and LG2m in residual serum samples collected between 2003 and 2016 from patients with staged fibrosis and cirrhosis of viral or non-viral etiology (n = 260) and healthy subjects (n = 133). The performance of five predictive models using combinations of age, sex, GP73, and/or LG2m from the development cohort were tested. Residual samples from a separate cohort with liver disease (fibrosis, cirrhosis, or chronic liver disease; n = 395) and healthy subjects (n = 106) were used to validate the best performing model. RESULTS GP73 and LG2m concentrations were higher in patients with liver disease than healthy controls and higher in those with cirrhosis than fibrosis in both the development and validation cohorts. The best performing model included both GP73 and LG2m plus age and sex (GLAS algorithm), which had an AUC of 0.92 (95% CI: 0.90-0.95), a sensitivity of 88.8%, and a specificity of 75.9%. In the validation cohort, the GLAS algorithm had an estimated an AUC of 0.93 (95% CI: 0.90-0.95), a sensitivity of 91.1%, and a specificity of 80.2%. In both cohorts, the GLAS algorithm had high predictive probability for distinguishing between patients with liver disease versus healthy controls. CONCLUSIONS GP73 and LG2m serum biomarkers, when combined with age and sex (GLAS algorithm), showed high sensitivity and specificity for detection of liver disease in two independent cohorts. The GLAS algorithm will need to be validated and refined in larger cohorts and tested in longitudinal studies for differentiating between stable versus advancing liver disease over time.
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Affiliation(s)
- Philip M Hemken
- Diagnostics Discovery Research & Development, Abbott Diagnostics, 100 Abbott Park Road AP20, Abbott Park, IL, 60064, USA.
| | - Xuzhen Qin
- Department of Laboratory Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College Hospital, Beijing, China
| | - Lori J Sokoll
- Division of Clinical Chemistry, Department of Pathology, The Johns Hopkins University, Baltimore, MD, USA
| | - Laurel Jackson
- Diagnostics Discovery Research & Development, Abbott Diagnostics, 100 Abbott Park Road AP20, Abbott Park, IL, 60064, USA
| | - Fan Feng
- Diagnostics Discovery Research & Development, Abbott Diagnostics, 100 Abbott Park Road AP20, Abbott Park, IL, 60064, USA
| | - Peng Li
- Department of Laboratory Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College Hospital, Beijing, China
| | - Susan H Gawel
- Diagnostics Discovery Research & Development, Abbott Diagnostics, 100 Abbott Park Road AP20, Abbott Park, IL, 60064, USA
| | - Bailin Tu
- Diagnostics Discovery Research & Development, Abbott Diagnostics, 100 Abbott Park Road AP20, Abbott Park, IL, 60064, USA
| | - Zhihong Lin
- Diagnostics Discovery Research & Development, Abbott Diagnostics, 100 Abbott Park Road AP20, Abbott Park, IL, 60064, USA
| | - James Hartnett
- Diagnostics Discovery Research & Development, Abbott Diagnostics, 100 Abbott Park Road AP20, Abbott Park, IL, 60064, USA
| | - David Hawksworth
- Diagnostics Discovery Research & Development, Abbott Diagnostics, 100 Abbott Park Road AP20, Abbott Park, IL, 60064, USA
| | - Bryan C Tieman
- Diagnostics Discovery Research & Development, Abbott Diagnostics, 100 Abbott Park Road AP20, Abbott Park, IL, 60064, USA
| | | | | | - Shaohua Ning
- Diagnostics Discovery Research & Development, Abbott Diagnostics, Shanghai, China
| | - Enfu Liu
- Diagnostics Discovery Research & Development, Abbott Diagnostics, Shanghai, China
| | - Fanju Meng
- Diagnostics Discovery Research & Development, Abbott Diagnostics, Shanghai, China
| | - Fei Chen
- Diagnostics Discovery Research & Development, Abbott Diagnostics, Shanghai, China
| | - Juru Miao
- Diagnostics Discovery Research & Development, Abbott Diagnostics, Shanghai, China
| | - Xuan Mi
- Diagnostics Discovery Research & Development, Abbott Diagnostics, Shanghai, China
| | - Xin Tong
- Diagnostics Discovery Research & Development, Abbott Diagnostics, Shanghai, China
| | - Daniel W Chan
- Division of Clinical Chemistry, Department of Pathology, The Johns Hopkins University, Baltimore, MD, USA
| | - Gerard J Davis
- Diagnostics Discovery Research & Development, Abbott Diagnostics, 100 Abbott Park Road AP20, Abbott Park, IL, 60064, USA.
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Kobeissy A, Merza N, Al-Hillan A, Boujemaa S, Ahmed Z, Nawras M, Albaaj M, Dahiya DS, Alastal Y, Hassan M. Protein Induced by Vitamin K Absence or Antagonist-II Versus Alpha-Fetoprotein in the Diagnosis of Hepatocellular Carcinoma: A Systematic Review With Meta-Analysis. J Clin Med Res 2023; 15:343-359. [PMID: 37575350 PMCID: PMC10416192 DOI: 10.14740/jocmr4951] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2023] [Accepted: 06/09/2023] [Indexed: 08/15/2023] Open
Abstract
Background Protein induced by vitamin K absence or antagonist-II (PIVKA-II) and α-fetoprotein (AFP) are promising tumor markers for the diagnosis of hepatocellular carcinoma (HCC). Yet, their diagnostic performance differs throughout HCC investigations. The aim of this meta-analysis was to assess the effectiveness of PIVKA-II and AFP in the diagnosis of HCC. Methods A systematic literature search was performed to identify relevant studies from eight databases, which were published up to February 2023, in order to compare the diagnostic performance of PIVKA-II and AFP for HCC. Pooled sensitivity and specificity were calculated. Summary receiver operating characteristic (SROC) curve was performed to assess the diagnostic accuracy of each biomarker. Results Fifty-three studies were identified. The pooled sensitivity (95% confidence interval (CI)) of PIVKA-II and AFP was 0.71 (0.70 - 0.72) and 0.64 (0.63 - 0.65), respectively in diagnosis of HCC, and the corresponding pooled specificity (95% CI) was 0.90 (0.89 - 0.90) and 0.87 (0.87 - 0.88), respectively. The area under the ROC curve (AUC) of PIVKA-II and AFP was 0.89 (0.88 - 0.90) and 0.78 (0.77 - 0.79), respectively. Subgroup analysis demonstrated that PIVKA-II presented higher AUC values compared to AFP in terms of ethnic group (African, European, Asian, and American patients), etiology (mixed-type HCC, hepatitis C virus (HCV)-related, and hepatitis B virus (HBV)-related) and sample size of cases (≤ 100 and > 100). Conclusion This study reveals that PIVKA-II is a promising biomarker for identifying and tracking HCC, exhibiting greater accuracy than AFP. Our findings indicate that PIVKA-II outperforms AFP in detecting HCC across diverse racial groups and sample sizes, as well as in cases of HBV-related, HCV-related, or mixed-etiology HCC.
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Affiliation(s)
- Abdallah Kobeissy
- Department of Gastroenterology, The University of Toledo, Toledo, OH, USA
| | - Nooraldin Merza
- Department of Internal Medicine, The University of Toledo, Toledo, OH, USA
| | - Alsadiq Al-Hillan
- Gastroenterology Department, Corewell Health/Willam Beaumont University Hospital, Royal Oak, MI, USA
| | - Safa Boujemaa
- Biotechnology Development, Institute Pasteur De Tunis, Universite De Tunis El Manar, Tunis, Tunisia
| | - Zohaib Ahmed
- Department of Internal Medicine, The University of Toledo, Toledo, OH, USA
| | - Mohamad Nawras
- The University of Toledo, College of Medicine and Life Sciences, Toledo, OH, USA
| | - Mohammed Albaaj
- Department of Pharmacology and Experimental Therapeutics, University of Toledo, Toledo, OH, USA
| | - Dushyant Singh Dahiya
- Division of Gastroenterology, University of Kansas School of Medicine, Kansas City, KS, USA
| | - Yaseen Alastal
- Department of Gastroenterology, The University of Toledo, Toledo, OH, USA
| | - Mona Hassan
- Department of Gastroenterology, The University of Toledo, Toledo, OH, USA
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Gligorijević N, Minić S, Nedić O. Structural changes of proteins in liver cirrhosis and consequential changes in their function. World J Gastroenterol 2022; 28:3780-3792. [PMID: 36157540 PMCID: PMC9367231 DOI: 10.3748/wjg.v28.i29.3780] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Revised: 06/07/2022] [Accepted: 07/06/2022] [Indexed: 02/06/2023] Open
Abstract
The liver is the site of synthesis of the majority of circulating proteins. Besides initial polypeptide synthesis, sophisticated machinery is involved in the further processing of proteins by removing parts of them and/or adding functional groups and small molecules tailoring the final molecule to suit its physiological purpose. Posttranslational modifications (PTMs) design a network of molecules with the common protein ancestor but with slightly or considerably varying activity/localization/purpose. PTMs can change under pathological conditions, giving rise to aberrant or overmodified proteins. Undesired changes in the structure of proteins most often accompany undesired changes in their function, such as reduced activity or the appearance of new effects. Proper protein processing is essential for the reactions in living beings and crucial for the overall quality control. Modifications that occur on proteins synthesized in the liver whose PTMs are cirrhosis-related are oxidation, nitration, glycosylation, acetylation, and ubiquitination. Some of them predominantly affect proteins that remain in liver cells, whereas others predominantly occur on proteins that leave the liver or originate from other tissues and perform their function in the circulation. Altered PTMs of certain proteins are potential candidates as biomarkers of liver-related diseases, including cirrhosis. This review will focus on PTMs on proteins whose structural changes in cirrhosis exert or are suspected to exert the most serious functional consequences.
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Affiliation(s)
- Nikola Gligorijević
- Department of Metabolism, University of Belgrade-Institute for the Application of Nuclear Energy, Belgrade 11080, Serbia
| | - Simeon Minić
- Centre of Excellence for Molecular Food Sciences and Department of Biochemistry, University of Belgrade-Faculty of Chemistry, Belgrade 11000, Serbia
| | - Olgica Nedić
- Department of Metabolism, University of Belgrade-Institute for the Application of Nuclear Energy, Belgrade 11080, Serbia
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Diagnostic Value of Serum Golgi Protein 73 for Liver Inflammation in Patients with Autoimmune Hepatitis and Primary Biliary Cholangitis. DISEASE MARKERS 2022; 2022:4253566. [PMID: 35075376 PMCID: PMC8783716 DOI: 10.1155/2022/4253566] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Accepted: 12/10/2021] [Indexed: 12/12/2022]
Abstract
Background. There is lack of reliable serum biomarkers to reflect the severity of liver necroinflammation for those who suffer autoimmune liver diseases (AILDs). In this study, a previously established patient cohort was used to explore the potential of serum Golgi protein 73 (GP73) as a noninvasive marker of AILD-related liver necroinflammation. Methods. Serum GP73 concentration was measured in a retrospective cohort of 168 AILD patients, which included 74 patients with autoimmune hepatitis (AIH) and 94 with primary biliary cholangitis (PBC) who had undergone liver biopsy. Spearman’s correlation and multivariate analysis were used to evaluate the relationship between serum GP73 and liver necroinflammation. A receiver operating characteristic curve was constructed to evaluate the value of GP73 for the prediction of moderate or severe liver necroinflammation. The diagnostic value of serum GP73 was also compared with that of alkaline phosphatase (ALP) in patients with PBC. Histologically, immunohistochemical analysis was performed to assess hepatic GP73 expression. Results. Both the serum level and hepatic tissue expression of GP73 protein were aberrantly elevated and correlated well with the severity of necroinflammation in both AIH (
,
) and PBC (
,
) patients. The results here suggested that serum GP73 could be an independent biomarker to reflect the severity of liver necroinflammation. The AUROCs for GP73 to predict moderate necroinflammation (≥G2) and severe necroinflammation (≥G3) in patients with AIH were 0.828 and 0.832, respectively. Moreover, the AUROCs of serum GP73 for the identification of moderate necroinflammation (≥G2) (
,
) and severe necroinflammation (≥G3) (
,
) were superior to those of ALP (≥G2:
,
and ≥G3:
,
) in patients with PBC. Mechanically, interlukin-6 (IL-6), the proinflammatory and prohepatic regenerating cytokine, could transcriptionally upregulate GP73 gene expression. Conclusion. Serum GP73 is a potential noninvasive biomarker to evaluate the severity of liver necroinflammation in patients with AILDs.
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Serum Cartilage Oligomeric Matrix Protein and Golgi Protein-73: New Diagnostic and Predictive Tools for Liver Fibrosis and Hepatocellular Cancer? Cancers (Basel) 2021; 13:cancers13143510. [PMID: 34298722 PMCID: PMC8304371 DOI: 10.3390/cancers13143510] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Revised: 07/07/2021] [Accepted: 07/10/2021] [Indexed: 12/15/2022] Open
Abstract
Simple Summary Hepatocellular carcinoma (HCC) ranks as the sixth most common malignancy and represents the fourth leading cause of cancer-related deaths. However, most HCC cases are insidious in the early stages leading to a delay in diagnosis with limited treatment options. In patients with chronic liver diseases, advanced liver fibrosis and cirrhosis are the leading risk factors for the development of HCC. Cartilage oligomeric matrix protein (COMP) and Golgi protein-73 (GP73) are two biomarkers that have been associated with the progression of chronic liver disease, including inflammation, fibrosis, and HCC. The aim of our study was to assess the performance of the combination of these biomarkers. We confirmed, in a large cohort of 288 patients with chronic liver diseases, that the combination of GP73 and COMP had a high discriminative ability to detect severe fibrosis/cirrhosis and is efficient in predicting the development of HCC. Abstract The cartilage oligomeric matrix protein (COMP) and Golgi-protein-73 (GP73) have been proposed as markers of liver fibrosis and hepatocellular carcinoma (HCC). Our aim was to assess the performance of the combination of these markers in diagnosing cirrhosis and predicting HCC development. Sera from 288 consecutive patients with chronic liver diseases were investigated by using COMP and GP73-ELISAs. Dual positivity for COMP (>15 U/L) and GP73 (>20 units) was observed in 24 (8.3%) patients, while 30 (10.4%) were GP73(+)/COMP(−), 37/288 (12.8%) GP73(−)/COMP(+), and 197 (68.5%) GP73(−)/COMP(−). Positivity for both markers was associated with cirrhosis [23/24 (95.8%) for GP73(+)/COMP(+) vs. 22/30 (73.3%) for GP73(+)/COMP(−) vs. 25/37 (67.6%) for GP73(−)/COMP(+) vs. 46/197 (23.4%) for GP73(−)/COMP(−); P < 0.001]. The combination of GP73, COMP, the aspartate aminotransferase/platelets ratio index, and the Fibrosis-4 score had even higher diagnostic accuracy to detect the presence of cirrhosis [AUC (95% CI): 0.916 (0.878–0.946)] or significant liver fibrosis (METAVIR ≥ F2) [AUC (95% CI): 0.832 (0.768–0.883)] than each marker alone. Kaplan-Meier analysis showed that positivity for both GP73 and COMP was associated with higher rates of HCC development (P < 0.001) and liver-related deaths (P < 0.001) during follow-up. In conclusion, the combination of GP73 and COMP seems efficient to detect cirrhosis and predict worse outcomes and the development of HCC in patients with chronic liver diseases.
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Colli A, Nadarevic T, Miletic D, Giljaca V, Fraquelli M, Štimac D, Casazza G. Abdominal ultrasound and alpha-foetoprotein for the diagnosis of hepatocellular carcinoma in adults with chronic liver disease. Cochrane Database Syst Rev 2021; 4:CD013346. [PMID: 33855699 PMCID: PMC8078581 DOI: 10.1002/14651858.cd013346.pub2] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) occurs mostly in people with chronic liver disease and ranks sixth in terms of global instances of cancer, and fourth in terms of cancer deaths for men. Despite that abdominal ultrasound (US) is used as an initial test to exclude the presence of focal liver lesions and serum alpha-foetoprotein (AFP) measurement may raise suspicion of HCC occurrence, further testing to confirm diagnosis as well as staging of HCC is required. Current guidelines recommend surveillance programme using US, with or without AFP, to detect HCC in high-risk populations despite the lack of clear benefits on overall survival. Assessing the diagnostic accuracy of US and AFP may clarify whether the absence of benefit in surveillance programmes could be related to under-diagnosis. Therefore, assessment of the accuracy of these two tests for diagnosing HCC in people with chronic liver disease, not included in surveillance programmes, is needed. OBJECTIVES Primary: the diagnostic accuracy of US and AFP, alone or in combination, for the diagnosis of HCC of any size and at any stage in adults with chronic liver disease, either in a surveillance programme or in a clinical setting. Secondary: to assess the diagnostic accuracy of abdominal US and AFP, alone or in combination, for the diagnosis of resectable HCC; to compare the diagnostic accuracy of the individual tests versus the combination of both tests; to investigate sources of heterogeneity in the results. SEARCH METHODS We searched the Cochrane Hepato-Biliary Group Controlled Trials Register, the Cochrane Hepato-Biliary Group Diagnostic-Test-Accuracy Studies Register, Cochrane Library, MEDLINE, Embase, LILACS, Science Citation Index Expanded, until 5 June 2020. We applied no language or document-type restrictions. SELECTION CRITERIA Studies assessing the diagnostic accuracy of US and AFP, independently or in combination, for the diagnosis of HCC in adults with chronic liver disease, with cross-sectional and case-control designs, using one of the acceptable reference standards, such as pathology of the explanted liver, histology of resected or biopsied focal liver lesion, or typical characteristics on computed tomography, or magnetic resonance imaging, all with a six-months follow-up. DATA COLLECTION AND ANALYSIS We independently screened studies, extracted data, and assessed the risk of bias and applicability concerns, using the QUADAS-2 checklist. We presented the results of sensitivity and specificity, using paired forest-plots, and tabulated the results. We used a hierarchical meta-analysis model where appropriate. We presented uncertainty of the accuracy estimates using 95% confidence intervals (CIs). We double-checked all data extractions and analyses. MAIN RESULTS We included 373 studies. The index-test was AFP (326 studies, 144,570 participants); US (39 studies, 18,792 participants); and a combination of AFP and US (eight studies, 5454 participants). We judged at high-risk of bias all but one study. Most studies used different reference standards, often inappropriate to exclude the presence of the target condition, and the time-interval between the index test and the reference standard was rarely defined. Most studies with AFP had a case-control design. We also had major concerns for the applicability due to the characteristics of the participants. As the primary studies with AFP used different cut-offs, we performed a meta-analysis using the hierarchical-summary-receiver-operating-characteristic model, then we carried out two meta-analyses including only studies reporting the most used cut-offs: around 20 ng/mL or 200 ng/mL. AFP cut-off 20 ng/mL: for HCC (147 studies) sensitivity 60% (95% CI 58% to 62%), specificity 84% (95% CI 82% to 86%); for resectable HCC (six studies) sensitivity 65% (95% CI 62% to 68%), specificity 80% (95% CI 59% to 91%). AFP cut-off 200 ng/mL: for HCC (56 studies) sensitivity 36% (95% CI 31% to 41%), specificity 99% (95% CI 98% to 99%); for resectable HCC (two studies) one with sensitivity 4% (95% CI 0% to 19%), specificity 100% (95% CI 96% to 100%), and one with sensitivity 8% (95% CI 3% to 18%), specificity 100% (95% CI 97% to 100%). US: for HCC (39 studies) sensitivity 72% (95% CI 63% to 79%), specificity 94% (95% CI 91% to 96%); for resectable HCC (seven studies) sensitivity 53% (95% CI 38% to 67%), specificity 96% (95% CI 94% to 97%). Combination of AFP (cut-off of 20 ng/mL) and US: for HCC (six studies) sensitivity 96% (95% CI 88% to 98%), specificity 85% (95% CI 73% to 93%); for resectable HCC (two studies) one with sensitivity 89% (95% CI 73% to 97%), specificity of 83% (95% CI 76% to 88%), and one with sensitivity 79% (95% CI 54% to 94%), specificity 87% (95% CI 79% to 94%). The observed heterogeneity in the results remains mostly unexplained, and only in part referable to different cut-offs or settings (surveillance programme compared to clinical series). The sensitivity analyses, excluding studies published as abstracts, or with case-control design, showed no variation in the results. We compared the accuracy obtained from studies with AFP (cut-off around 20 ng/mL) and US: a direct comparison in 11 studies (6674 participants) showed a higher sensitivity of US (81%, 95% CI 66% to 90%) versus AFP (64%, 95% CI 56% to 71%) with similar specificity: US 92% (95% CI 83% to 97%) versus AFP 89% (95% CI 79% to 94%). A direct comparison of six studies (5044 participants) showed a higher sensitivity (96%, 95% CI 88% to 98%) of the combination of AFP and US versus US (76%, 95% CI 56% to 89%) with similar specificity: AFP and US 85% (95% CI 73% to 92%) versus US 93% (95% CI 80% to 98%). AUTHORS' CONCLUSIONS In the clinical pathway for the diagnosis of HCC in adults, AFP and US, singularly or in combination, have the role of triage-tests. We found that using AFP, with 20 ng/mL as a cut-off, about 40% of HCC occurrences would be missed, and with US alone, more than a quarter. The combination of the two tests showed the highest sensitivity and less than 5% of HCC occurrences would be missed with about 15% of false-positive results. The uncertainty resulting from the poor study quality and the heterogeneity of included studies limit our ability to confidently draw conclusions based on our results.
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Affiliation(s)
- Agostino Colli
- Department of Transfusion Medicine and Haematology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milano, Italy
| | - Tin Nadarevic
- Department of Radiology, Clinical Hospital Centre Rijeka, Rijeka, Croatia
| | - Damir Miletic
- Department of Radiology , Clinical Hospital Centre Rijeka, Rijeka, Croatia
| | - Vanja Giljaca
- Department of Gastroenterology, Heart of England NHS Foundation Trust, Birmingham, UK
| | - Mirella Fraquelli
- Gastroenterology and Endoscopy Unit, Fondazione IRCCS Ca´ Granda - Ospedale Maggiore Policlinico, Department of Pathophysiology and Transplantation, Università degli Studi di Milano, Milan, Italy
| | - Davor Štimac
- Department of Gastroenterology, Clinical Hospital Centre Rijeka, Rijeka, Croatia
| | - Giovanni Casazza
- Dipartimento di Scienze Biomediche e Cliniche "L. Sacco", Università degli Studi di Milano, Milan, Italy
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Liu J, Huang Y, Li T, Jiang Z, Zeng L, Hu Z. The role of the Golgi apparatus in disease (Review). Int J Mol Med 2021; 47:38. [PMID: 33537825 PMCID: PMC7891830 DOI: 10.3892/ijmm.2021.4871] [Citation(s) in RCA: 54] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2020] [Accepted: 01/15/2021] [Indexed: 02/07/2023] Open
Abstract
The Golgi apparatus is known to underpin many important cellular homeostatic functions, including trafficking, sorting and modifications of proteins or lipids. These functions are dysregulated in neurodegenerative diseases, cancer, infectious diseases and cardiovascular diseases, and the number of disease-related genes associated with Golgi apparatus is on the increase. Recently, many studies have suggested that the mutations in the genes encoding Golgi resident proteins can trigger the occurrence of diseases. By summarizing the pathogenesis of these genetic diseases, it was found that most of these diseases have defects in membrane trafficking. Such defects typically result in mislocalization of proteins, impaired glycosylation of proteins, and the accumulation of undegraded proteins. In the present review, we aim to understand the patterns of mutations in the genes encoding Golgi resident proteins and decipher the interplay between Golgi resident proteins and membrane trafficking pathway in cells. Furthermore, the detection of Golgi resident protein in human serum samples has the potential to be used as a diagnostic tool for diseases, and its central role in membrane trafficking pathways provides possible targets for disease therapy. Thus, we also introduced the clinical value of Golgi apparatus in the present review.
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Affiliation(s)
- Jianyang Liu
- Department of Neurology, Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, P.R. China
| | - Yan Huang
- Department of Neurology, Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, P.R. China
| | - Ting Li
- Department of Neurology, Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, P.R. China
| | - Zheng Jiang
- Department of Neurology, Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, P.R. China
| | - Liuwang Zeng
- Department of Neurology, Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, P.R. China
| | - Zhiping Hu
- Department of Neurology, Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, P.R. China
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12
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Parikh ND, Mehta AS, Singal AG, Block T, Marrero JA, Lok AS. Biomarkers for the Early Detection of Hepatocellular Carcinoma. Cancer Epidemiol Biomarkers Prev 2020; 29:2495-2503. [PMID: 32238405 DOI: 10.1158/1055-9965.epi-20-0005] [Citation(s) in RCA: 66] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2020] [Revised: 02/17/2020] [Accepted: 03/16/2020] [Indexed: 02/06/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is a leading cause of cancer-related death worldwide, and the cancer with the fastest increase in mortality in the United States, with more than 39,000 cases and 29,000 deaths in 2018. As with many cancers, survival is significantly improved by early detection. The median survival of patients with early HCC is >60 months but <15 months when detected at an advanced stage. Surveillance of at-risk patients improves outcome, but fewer than 20% of those at risk for HCC receive surveillance, and current surveillance strategies have limited sensitivity and specificity. Ideally, blood-based biomarkers with adequate sensitivity or specificity would be available for early detection of HCC; however, the most commonly used biomarker for HCC, alpha-fetoprotein, has inadequate performance characteristics. There are several candidate serum proteomic, glycomic, and genetic markers that have gone through early stages of biomarker validation and have shown promise for the early detection of HCC, but these markers require validation in well-curated cohorts. Ongoing prospective cohort studies will permit retrospective longitudinal (phase III biomarker study) validation of biomarkers. In this review, we highlight promising candidate biomarkers and biomarker panels that have completed phase II evaluation but require further validation prior to clinical use.See all articles in this CEBP Focus section, "NCI Early Detection Research Network: Making Cancer Detection Possible."
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Affiliation(s)
- Neehar D Parikh
- Division of Gastroenterology and Hepatology, University of Michigan, Ann Arbor, Michigan.
| | - Anand S Mehta
- Department of Cell and Molecular Pharmacology, Medical University of South Carolina, Charleston, South Carolina
| | - Amit G Singal
- Division of Digestive and Liver Diseases, UT Southwestern Medical Center, Dallas, Texas
| | - Timothy Block
- Baruch S. Blumberg Institute of The Hepatitis B Foundation, Doylestown, Pennsylvania
| | - Jorge A Marrero
- Division of Digestive and Liver Diseases, UT Southwestern Medical Center, Dallas, Texas
| | - Anna S Lok
- Division of Gastroenterology and Hepatology, University of Michigan, Ann Arbor, Michigan
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13
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The threshold of alpha-fetoprotein (AFP) for the diagnosis of hepatocellular carcinoma: A systematic review and meta-analysis. PLoS One 2020; 15:e0228857. [PMID: 32053643 PMCID: PMC7018038 DOI: 10.1371/journal.pone.0228857] [Citation(s) in RCA: 110] [Impact Index Per Article: 27.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2019] [Accepted: 01/23/2020] [Indexed: 02/08/2023] Open
Abstract
Objective Hepatocellular carcinoma (HCC) has become a pressing health problem facing the world today due to its high morbidity, high mortality, and late discovery. As a diagnostic criteria of HCC, the exact threshold of Alpha-fetoprotein (AFP) is controversial. Therefore, this study was aimed to systematically estimate the performance of AFP in diagnosing HCC and to clarify its optimal threshold. Methods Medline and Embase databases were searched for articles indexed up to November 2019. English language studies were included if both the sensitivity and specificity of AFP in the diagnosis of HCC were provided. The basic information and accuracy data included in the studies were extracted. Combined estimates for sensitivity and specificity were statistically analyzed by random-effects model using MetaDisc 1.4 and Stata 15.0 software at the prespecified threshold of 400 ng/mL, 200 ng/mL, and the range of 20–100 ng/mL. The optimal threshold was evaluated by the area under curve (AUC) of the summary receiver operating characteristic (SROC). Results We retrieved 29,828 articles and included 59 studies and 1 review with a total of 11,731 HCC cases confirmed by histomorphology and 21,972 control cases without HCC. The included studies showed an overall judgment of at risk of bias. Four studies with AFP threshold of 400 ng/mL showed the summary sensitivity and specificity of 0.32 (95%CI 0.31–0.34) and 0.99 (95%CI 0.98–0.99), respectively. Four studies with AFP threshold of 200 ng/mL showed the summary sensitivity and specificity of 0.49 (95%CI 0.47–0.50) and 0.98 (95%CI 0.97–0.99), respectively. Forty-six studies with AFP threshold of 20–100 ng/mL showed the summary sensitivity and specificity of 0.61 (95%CI 0.60–0.62) and 0.86 (95%CI 0.86–0.87), respectively. The AUC of SROC and Q index of 400 ng/mL threshold were 0.9368 and 0.8734, respectively, which were significantly higher than those in 200 ng/mL threshold (0.9311 and 0.8664, respectively) and higher than those in 20–100 ng/mL threshold (0.8330 and 0.7654, respectively). Furthermore, similar result that favored 400 ng/mL were shown in the threshold in terms of AFP combined with ultrasound. Conclusion AFP levels in serum showed good accuracy in HCC diagnosis, and the threshold of AFP with 400 ng/mL was better than that of 200 ng/mL in terms of sensitivity and specificity no matter AFP is used alone or combined with ultrasound.
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Serum Golgi Protein 73 as a Potential Biomarker for Hepatic Necroinflammation in Population with Nonalcoholic Steatohepatitis. DISEASE MARKERS 2020; 2020:6036904. [PMID: 32089754 PMCID: PMC7024097 DOI: 10.1155/2020/6036904] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/01/2019] [Accepted: 11/18/2019] [Indexed: 12/16/2022]
Abstract
Aims Persistent hepatic necroinflammatory damage almost always results in fibrosis/cirrhosis or even hepatocellular carcinoma. Therefore, the presence of active necroinflammation in the liver suggests that nonalcoholic fatty liver disease (NAFLD) patients are in urgent need of treatment. Unfortunately, alanine transaminase (ALT), a routine indicator of liver inflammatory damage, showed a poor performance in nonalcoholic steatohepatitis (NASH) patients. Thus, it will be valuable to find an alternative indicator to identify patients with hepatic necroinflammatory damage. In this study, we evaluated the diagnostic value of serum Golgi protein 73 (GP73) for hepatic necroinflammatory damage in patients with NASH. Methods The clinical data of 201 patients with NASH diagnosed by liver biopsy according to the Brunt staging system were collected retrospectively. The in situ expression of GP73 protein was measured by immunohistochemistry. The receiver operating characteristic (ROC) curve was used to calculate the area under the ROC curve (AUROC) of serum GP73 for diagnosing hepatic necroinflammatory damage. Results The serum GP73 levels of NASH patients increased with the aggravation of liver necroinflammation. The median levels significantly increased from 49.98 ng/ml (31.49, 75.05) for G0-1 to 76.61 ng/ml (48.68, 110.03) for G2 and to 116.44 ng/ml (103.41, 162.17) for G3 patients (G0-1 vs. G2, P < 0.0001; G2 vs. G2, P < 0.0001; G2 Conclusions GP73 is a valuable alternative serum marker reflecting the severity of hepatic necroinflammation in NASH patients.
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Qian X, Zheng S, Wang L, Yao M, Guan G, Wen X, Zhang L, Xu Q, Chen X, Zhao J, Duan Z, Lu F. Exploring the Diagnostic Potential of Serum Golgi Protein 73 for Hepatic Necroinflammation and Fibrosis in Chronic HCV Infection with Different Stages of Liver Injuries. DISEASE MARKERS 2019; 2019:3862024. [PMID: 31636735 PMCID: PMC6766121 DOI: 10.1155/2019/3862024] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/27/2019] [Accepted: 06/26/2019] [Indexed: 02/08/2023]
Abstract
BACKGROUND AND AIM Serum Golgi protein 73 (GP73) is a promising alternative biomarker of chronic liver diseases, but most data are from patients with HBV infection rather than HCV. MATERIALS AND METHODS Two independent cohorts of chronic hepatitis C (CHC) patients from the 5th Medical Centre of the Chinese PLA General Hospital (n = 174) and Beijing Youan Hospital (n = 120) with different histories of HCV infection were enrolled. The correlations between serum GP73 and other biochemical indices, as well as its correlations with different stages of liver disease progression, were investigated. The receiver operating characteristic (ROC) curve was employed to evaluate the diagnostic potential of serum GP73 for liver necroinflammation and fibrosis, and comparisons of the diagnostic efficiency with traditional indices of hepatic liver injuries were further investigated. RESULTS Levels of serum GP73 were found significantly elevated in patients with moderate to severe inflammatory grade (G ≥ 2) and/or with advanced fibrotic stages (F ≥ 3) in both cohorts (P < 0.05, respectively), as compared to those with a normal or mild liver lesion. Further ROC analysis demonstrated that serum GP73 was comparable to serum ALT and AST in diagnosing the liver necroinflammation grade at G ≥ 2, but its diagnostic values for advanced fibrosis (F ≥ 3) and cirrhosis (F = 4) were limited when compared to APRI and FIB-4, and FIB-4 exhibited the best performance. Notably, an obvious elevation of serum GP73 was observed after patients received PEG-IFN and ribavirin treatment. CONCLUSIONS Serum GP73 is an important biomarker in evaluating and monitoring the disease progression including liver necroinflammation and fibrosis in patients with chronic HCV infection, but the value is limited for diagnosing advanced fibrosis and cirrhosis in comparison with APRI and FIB-4.
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Affiliation(s)
- Xiangjun Qian
- Department of Microbiology & Infectious Disease Center, School of Basic Medical Sciences, Peking University Health Science Center, Beijing 100191, China
| | - Sujun Zheng
- Artificial Liver Center, Beijing Youan Hospital, Capital Medical University, Beijing 100069, China
| | - Leijie Wang
- Department of Microbiology & Infectious Disease Center, School of Basic Medical Sciences, Peking University Health Science Center, Beijing 100191, China
| | - Mingjie Yao
- Department of Microbiology & Infectious Disease Center, School of Basic Medical Sciences, Peking University Health Science Center, Beijing 100191, China
| | - Guiwen Guan
- Department of Microbiology & Infectious Disease Center, School of Basic Medical Sciences, Peking University Health Science Center, Beijing 100191, China
| | - Xiajie Wen
- Department of Microbiology & Infectious Disease Center, School of Basic Medical Sciences, Peking University Health Science Center, Beijing 100191, China
| | - Ling Zhang
- Department of Hepatopancreatobiliary Surgery, Henan Cancer Hospital Affiliated to Zhengzhou University, Zhengzhou 450008, China
| | - Qiang Xu
- Department of Microbiology & Infectious Disease Center, School of Basic Medical Sciences, Peking University Health Science Center, Beijing 100191, China
| | - Xiangmei Chen
- Department of Microbiology & Infectious Disease Center, School of Basic Medical Sciences, Peking University Health Science Center, Beijing 100191, China
| | - Jingmin Zhao
- Department of Pathology and Hepatology, the 5th Medical Centre, Chinese PLA General Hospital, Beijing 100039, China
| | - Zhongping Duan
- Artificial Liver Center, Beijing Youan Hospital, Capital Medical University, Beijing 100069, China
| | - Fengmin Lu
- Department of Microbiology & Infectious Disease Center, School of Basic Medical Sciences, Peking University Health Science Center, Beijing 100191, China
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Zhu J, Warner E, Parikh ND, Lubman DM. Glycoproteomic markers of hepatocellular carcinoma-mass spectrometry based approaches. MASS SPECTROMETRY REVIEWS 2019; 38:265-290. [PMID: 30472795 PMCID: PMC6535140 DOI: 10.1002/mas.21583] [Citation(s) in RCA: 53] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/11/2018] [Accepted: 10/19/2018] [Indexed: 05/03/2023]
Abstract
Hepatocellular carcinoma (HCC) is the third most-common cause of cancer-related death worldwide. Most cases of HCC develop in patients that already have liver cirrhosis and have been recommended for surveillance for an early onset of HCC. Cirrhosis is the final common pathway for several etiologies of liver disease, including hepatitis B and C, alcohol, and increasingly non-alcoholic fatty liver disease. Only 20-30% of patients with HCC are eligible for curative therapy due primarily to inadequate early-detection strategies. Reliable, accurate biomarkers for HCC early detection provide the highest likelihood of curative therapy and survival; however, current early-detection methods that use abdominal ultrasound and serum alpha fetoprotein are inadequate due to poor adherence and limited sensitivity and specificity. There is an urgent need for convenient and highly accurate validated biomarkers for HCC early detection. The theme of this review is the development of new methods to discover glycoprotein-based markers for detection of HCC with mass spectrometry approaches. We outline the non-mass spectrometry based methods that have been used to discover HCC markers including immunoassays, capillary electrophoresis, 2-D gel electrophoresis, and lectin-FLISA assays. We describe the development and results of mass spectrometry-based assays for glycan screening based on either MALDI-MS or ESI analysis. These analyses might be based on the glycan content of serum or on glycan screening for target molecules from serum. We describe some of the specific markers that have been developed as a result, including for proteins such as Haptoglobin, Hemopexin, Kininogen, and others. We discuss the potential role for other technologies, including PGC chromatography and ion mobility, to separate isoforms of glycan markers. Analyses of glycopeptides based on new technologies and innovative softwares are described and also their potential role in discovery of markers of HCC. These technologies include new fragmentation methods such as EThcD and stepped HCD, which can identify large numbers of glycopeptide structures from serum. The key role of lectin extraction in various assays for intact glycopeptides or their truncated versions is also described, where various core-fucosylated and hyperfucosylated glycopeptides have been identified as potential markers of HCC. Finally, we describe the role of LC-MRMs or lectin-FLISA MRMs as a means to validate these glycoprotein markers from patient samples. These technological advancements in mass spectrometry have the potential to lead to novel biomarkers to improve the early detection of HCC.
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Affiliation(s)
- Jianhui Zhu
- Department of Surgery, The University of Michigan, Ann Arbor 48109, Michigan
| | - Elisa Warner
- Department of Surgery, The University of Michigan, Ann Arbor 48109, Michigan
| | - Neehar D. Parikh
- Department of Internal Medicine, The University of Michigan, Ann Arbor 48109, Michigan
| | - David M. Lubman
- Department of Surgery, The University of Michigan, Ann Arbor 48109, Michigan
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17
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Wu M, Liu Z, Zhang A, Li N. Associated measurement of fucosylated levels of AFP, DCP, and GPC3 for early diagnosis in hepatocellular carcinoma. Int J Biol Markers 2019; 34:20-26. [PMID: 30854929 DOI: 10.1177/1724600818812472] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
BACKGROUND Hepatocellular carcinoma is a serious health problem worldwide, especially in Asian countries, such as China. However, there are difficulties in diagnosing and treating hepatocellular carcinoma. The alteration of fucosylated proteins was closely associated with carcinogenesis. This study is designed to evaluate the early diagnostic value of associated detection of fucosylated alpha-fetoprotein (fuc-AFP), fucosylated des-γ-carboxy prothrombin (fuc-DCP), and fucosylated glypican 3 (fuc-GPC3) in hepatocellular carcinoma. METHODS All serum specimens collected from patients were diagnosed by complete clinicopathological examination and then subjected to the associated detection of fuc-AFP, fuc-DCP, and fuc-GPC3 by protein microarray. Canonical discriminant analysis was adopted to discriminate between the hepatocellular carcinoma group and the benign liver disease group. RESULTS A total of 51 patients with hepatocellular carcinoma and 47 patients in the benign liver disease group were included in this study. Fuc-AFP, fuc-DCP, and fuc-GPC3 were significantly higher in the hepatocellular carcinoma group than in the benign liver disease group. The sensitivity, specificity, and accuracy of canonical discriminant analysis classification were 80.4%, 97.9%, and 88.8%, respectively. CONCLUSIONS Fuc-AFP, fuc-DCP, and fuc-GPC3 are effective and useful tumor biomarkers. Associated measurement of these biomarkers with canonical discriminant analysis classification is a promising method for the early diagnosis of hepatocellular carcinoma.
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Affiliation(s)
- Min Wu
- 1 Department of General Surgery, Beijing YouAn Hospital, Capital Medical University, Beijing, China
| | - Zhaobo Liu
- 1 Department of General Surgery, Beijing YouAn Hospital, Capital Medical University, Beijing, China
| | - Aiying Zhang
- 2 Beijing Institute of Hepatology, Beijing YouAn Hospital, Capital Medical University, Beijing, China
| | - Ning Li
- 1 Department of General Surgery, Beijing YouAn Hospital, Capital Medical University, Beijing, China.,2 Beijing Institute of Hepatology, Beijing YouAn Hospital, Capital Medical University, Beijing, China
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Xia Y, Zhang Y, Shen M, Xu H, Li Z, He N. Golgi protein 73 and its diagnostic value in liver diseases. Cell Prolif 2019; 52:e12538. [PMID: 30341783 PMCID: PMC6496820 DOI: 10.1111/cpr.12538] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2018] [Revised: 08/29/2018] [Accepted: 09/04/2018] [Indexed: 02/06/2023] Open
Abstract
Golgi protein 73 (GP73, also referred to as Golph 2) with 400 amino acids is a 73 kDa transmembrane glycoprotein typically found in the cis-Golg complex. It is primarily expressed in epithelial cells, which has been found upregulated in hepatocytes in patients suffering from both viral and non-viral liver diseases. GP73 has drawn increasing attention for its potential application in the diagnosis of liver diseases such as hepatitis, liver cirrhosis and liver cancer. Herein, we reviewed the discovery history of GP73 and summarized studies by many groups around the world, aiming at understanding its structure, expression, function, detection methods and the relationship between GP73 and liver diseases in various settings.
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Affiliation(s)
- Yanyan Xia
- Department of Clinical LaboratoryThe Affiliated Drum Tower Hospital of Nanjing University Medical SchoolNanjingChina
| | - Yuanying Zhang
- Department of Molecular BiologyJiangsu Cancer HospitalNanjingChina
| | - Mengjiao Shen
- Department of Clinical LaboratoryThe Affiliated Drum Tower Hospital of Nanjing University Medical SchoolNanjingChina
| | - Hongpan Xu
- Department of Clinical LaboratoryThe Affiliated Drum Tower Hospital of Nanjing University Medical SchoolNanjingChina
| | - Zhiyang Li
- Center of Laboratory MedicineThe Second Affiliated Hospital of Nanjing Medical UniversityNanjingChina
| | - Nongyue He
- State Key Laboratory of BioelectronicsSoutheast UniversityNanjingChina
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19
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Farag RMA, Al Ayobi D, Alsaleh KA, Kwon HJ, EL-Ansary A, Dawoud EA. Studying the Impact of Golgi Protein 73 Serving as a Candidate Biomarker in Early Diagnosis for Hepatocellular Carcinoma
among Saudi Patients. Asian Pac J Cancer Prev 2019; 20:215-220. [PMID: 30678434 PMCID: PMC6485586 DOI: 10.31557/apjcp.2019.20.1.215] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2018] [Accepted: 12/20/2018] [Indexed: 12/13/2022] Open
Abstract
Background: Due to the prevalence of Hepatocellular carcinoma (HCC) in Saudi Arabia, using new markers to give best diagnostic performance than alpha-feto protein (AFP) are important in early diagnosis. The aim of this work was to compare the significance between serum and mRNA Golgi glypican73 (GP-73) as newly identified diagnostic and prognostic markers for HCC among Saudi patients. Materials and Methods: A total of 300 subjects were divided into: 250 blood samples where 145 samples from HCC, 105 samples from chronic liver cirrhosis (CLC) and 50 normal controls were investigated for serum GP73 (sGP73) by ELISA. GP-73 mRNA from peripheral blood mononuclear cells was amplified by RT-PCR. The sensitivity and specificity of both techniques was compared. Results: Serum Golgi glypican 73 was significantly higher in HCC group compared to cirrhotic and normal controls (p<0.001). Sensitivity and specificity were 95% for sGP-73, 100% and 90% for Golgi glypican 73 mRNA. The combination of sensitivity between AFP and sGP73 was 80% and 95% respectively. Conclusion: Both serum Golgi glypican-73 and GP-73Mrna are good diagnostic biomarkers for early detection of HCC in Saudi patients. RT-PCR is more accurate and sensitive (100%) than ELISA (95%) in detecting Golgi glypican 73.
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Affiliation(s)
- Randa Mohamed Ahmed Farag
- Health Sciences Research Center (HSCR), Princess Nourah bint Abdulrahman University (PNU), Kingdom Saudi Arabia.
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Hemken PM, Sokoll LJ, Yang X, Dai J, Elliott D, Gawel SH, Lucht M, Feng Z, Marrero JA, Srivastava S, Chan DW, Davis GJ. Validation of a novel model for the early detection of hepatocellular carcinoma. Clin Proteomics 2019; 16:2. [PMID: 30675135 PMCID: PMC6334458 DOI: 10.1186/s12014-018-9222-0] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2018] [Accepted: 12/27/2018] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND The biomarkers alpha-fetoprotein (AFP) and protein induced by vitamin K absence/antagonist-II (PIVKA-II) may be useful for detecting early-stage hepatocellular carcinoma (HCC). We evaluated the performance of AFP and PIVKA-II levels, alone and in combination with clinical factors, for the early detection of HCC. METHODS In a case-control study, serum AFP and PIVKA-II were measured using the ARCHITECT immunoassay analyzer system in a cohort of 119 patients with HCC, 215 patients with non-malignant liver disease, and 34 healthy subjects. Five predictive models for detecting HCC were developed based on age, gender, AFP, and/or PIVKA-II levels; the best model was validated in an independent cohort of 416 patients with HCC and 412 control subjects with cirrhosis. RESULTS In both cohorts, AFP and PIVKA-II concentrations were higher in patients with HCC compared to healthy controls and patients with non-malignant liver disease. The model that combined AFP and PIVKA-II, age, and gender had the highest AUC of 0.95 (0.95, 95% CI 0.93-0.98), with a sensitivity of 93% and a specificity of 84% in the development cohort, and an AUC of 0.87 (95% CI 0.85-0.90), sensitivity of 74%, and specificity of 85% in the validation cohort. When limiting the validation cohort to only early-stage HCC, the AUC was 0.85 (95% CI 0.81-0.88), sensitivity was 70%, and specificity was 86%. CONCLUSIONS Compared to each biomarker alone, the combination of AFP and PIVKA-II with age and gender improved the accuracy of detecting HCC and differentiating HCC from non-malignant liver disease.
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Affiliation(s)
- Philip M. Hemken
- Diagnostics Discovery Research and Development, Abbott Diagnostics, Abbott Laboratories, 100 Abbott Park Road, D09GP, AP20/1, Abbott Park, IL 60064 USA
| | - Lori J. Sokoll
- Division of Clinical Chemistry, Department of Pathology, The Johns Hopkins University, Baltimore, MD USA
| | - Xiaoqing Yang
- Diagnostics Discovery Research and Development, Abbott Diagnostics, Abbott Laboratories, 100 Abbott Park Road, D09GP, AP20/1, Abbott Park, IL 60064 USA
- Present Address: Novartis Institutes for BioMedical Research, Inc., Cambridge, MA USA
| | - Jianliang Dai
- Division of Quantitative Sciences, Department of Biostatistics, The University of Texas, MD Anderson Cancer Center, Houston, TX USA
| | - Debra Elliott
- Division of Clinical Chemistry, Department of Pathology, The Johns Hopkins University, Baltimore, MD USA
| | - Susan H. Gawel
- Diagnostics Discovery Research and Development, Abbott Diagnostics, Abbott Laboratories, 100 Abbott Park Road, D09GP, AP20/1, Abbott Park, IL 60064 USA
| | - Michael Lucht
- Diagnostics Discovery Research and Development, Abbott Diagnostics, Abbott Laboratories, 100 Abbott Park Road, D09GP, AP20/1, Abbott Park, IL 60064 USA
| | - Ziding Feng
- Division of Quantitative Sciences, Department of Biostatistics, The University of Texas, MD Anderson Cancer Center, Houston, TX USA
| | - Jorge A. Marrero
- Division of Digestive and Liver Diseases, University of Texas Southwestern, 5959 Harry Hines Blvd POB I Suite 420B, Dallas, TX USA
| | - Sudhir Srivastava
- Cancer Biomarkers Research Group, Division of Cancer Prevention, National Cancer Institute, Bethesda, MD USA
| | - Daniel W. Chan
- Division of Clinical Chemistry, Department of Pathology, The Johns Hopkins University, Baltimore, MD USA
| | - Gerard J. Davis
- Diagnostics Discovery Research and Development, Abbott Diagnostics, Abbott Laboratories, 100 Abbott Park Road, D09GP, AP20/1, Abbott Park, IL 60064 USA
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21
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Xing H, Zheng YJ, Han J, Zhang H, Li ZL, Lau WY, Shen F, Yang T. Protein induced by vitamin K absence or antagonist-II versus alpha-fetoprotein in the diagnosis of hepatocellular carcinoma: A systematic review with meta-analysis. Hepatobiliary Pancreat Dis Int 2018; 17:487-495. [PMID: 30257796 DOI: 10.1016/j.hbpd.2018.09.009] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/04/2018] [Accepted: 09/11/2018] [Indexed: 02/05/2023]
Abstract
BACKGROUND As a promising biomarker of hepatocellular carcinoma (HCC), protein induced by vitamin K absence or antagonist-II (PIVKA-II) has been studied extensively. However, its diagnostic capability varies across HCC studies. This study aimed to compare the performance of PIVKA-II with alpha-fetoprotein (AFP) in the diagnosis of HCC. DATA SOURCES A systematic literature search was conducted to identify the studies from MEDLINE, Embase and Cochrane Library Databases, which were published up to December 20, 2017 to compare the diagnostic capability of PIVKA-II and AFP for HCC. The data were pooled using random effects model. Pooled sensitivity and specificity were calculated. Summary receiver operating characteristic curve (ROC) was employed to evaluate the diagnostic accuracy of each marker. RESULTS Thirty-one studies were included. The pooled sensitivity (95% CI) of PIVKA-II and AFP was 0.66 (0.65-0.68) and 0.66 (0.65-0.67), respectively in diagnosis of HCC; and the corresponding pooled specificity (95% CI) was 0.89 (0.88-0.90) and 0.84 (0.83-0.85), respectively. The area under the ROC curve (AUC) of PIVKA-II and AFP was 0.856 (0.817-0.895) and 0.770 (0.728-0.811), respectively. Subgroup analysis showed that PIVKA-II was superior to AFP in terms of the AUC for both small HCC (< 3 cm) [0.863 (0.825-0.901) vs 0.717 (0.658-0.776)] and large HCC (≥ 3 cm) [0.854 (0.811-0.897) vs 0.729 (0.682-0.776)]; for American [0.926 (0.897-0.955) vs 0.698 (0.594-0.662)], European [0.772 (0.743-0.801) vs 0.628 (0.594-0.662)], Asian [0.838 (0.812-0.864) vs 0.785 (0.764-0.806)] and African [0.812 (0.794-0.840) vs 0.721 (0.675-0.767)] HCC patients; and for HBV-related [0.909 (0.866-0.951) vs 0.714 (0.673-0.755)] and mixed-etiology [0.847 (0.821-0.873) vs 0.794 (0.772-0.816)] HCC. CONCLUSION This meta-analysis indicates that PIVKA-II is better than AFP in terms of the accuracy for diagnosing HCC, regardless of tumor size, patient ethnic group, or HCC etiology.
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Affiliation(s)
- Hao Xing
- Department of Hepatic Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai 200438, China
| | - Yi-Jie Zheng
- Medical Scientific Affairs, Abbott Diagnostics, Shanghai 200003, China
| | - Jun Han
- Department of Hepatic Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai 200438, China
| | - Han Zhang
- Department of Hepatic Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai 200438, China
| | - Zhen-Li Li
- Department of Hepatic Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai 200438, China
| | - Wan-Yee Lau
- Department of Hepatic Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai 200438, China; Faculty of Medicine, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China
| | - Feng Shen
- Department of Hepatic Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai 200438, China
| | - Tian Yang
- Department of Hepatic Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai 200438, China.
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22
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Yao M, Wang L, Leung PSC, Li Y, Liu S, Wang L, Guo X, Zhou G, Yan Y, Guan G, Chen X, Bowlus CL, Liu T, Jia J, Gershwin ME, Ma X, Zhao J, Lu F. The Clinical Significance of GP73 in Immunologically Mediated Chronic Liver Diseases: Experimental Data and Literature Review. Clin Rev Allergy Immunol 2018; 54:282-294. [PMID: 29256057 DOI: 10.1007/s12016-017-8655-y] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
There is significant void in establishing validated non-invasive surrogate biomarkers of liver fibrosis/cirrhosis in chronic liver diseases (CLD). Golgi protein 73 (GP73) has been suggested as a potential serum marker for the diagnosis of hepatocellular carcinoma (HCC). However, significant background of cirrhosis could have accounted for the elevation of serum GP73 in HCC. In this study, we have taken advantage of a well-defined extensive cohort of 3044 patients with either compensated cirrhosis (n = 1247), decompensated cirrhosis (n = 841) or pre-cirrhotic CLD (n = 956) and our ability to quantify serum GP73 to define the potential of serum GP73 as a biomarker of liver cirrhosis/fibrosis in CLD. The diagnostic value of GP73 was compared with aspartate aminotransferase-to-platelet ratio index (APRI), fibrosis index based on four factors (FIB-4) and liver stiffness measurement (LSM). Immunohistochemical analysis was performed to measure hepatic GP73 expression. Receiver operating characteristic curve analysis demonstrated that serum GP73 had a good diagnostic potential for compensated cirrhosis regardless of etiology. The diagnostic performance of GP73 is better than APRI, FIB-4 and similar with LSM, especially in patients with severe inflammation, steatosis and cholestasis. Notably, in patients of autoimmune liver diseases, non-alcoholic fatty liver disease and viral hepatitis, serum GP73 also exhibited diagnostic value for advanced fibrosis as well as cirrhosis. Furthermore, there is also a gradual increase in GP73 expression with disease progression from mild fibrosis to cirrhosis. In conclusion, GP73 is an effective and reliable serological marker for the diagnosis of advanced fibrosis and prediction of appearance of cirrhosis.
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Affiliation(s)
- Mingjie Yao
- Department of Microbiology & Infectious Disease Center, School of Basic Medical Sciences, Peking University Health Science Center, 38 Xueyuan Road, 100191, Beijing, People's Republic of China
| | - Leijie Wang
- Department of Microbiology & Infectious Disease Center, School of Basic Medical Sciences, Peking University Health Science Center, 38 Xueyuan Road, 100191, Beijing, People's Republic of China
| | - Patrick S C Leung
- Division of Rheumatology/Allergy and Clinical Immunology, School of Medicine, The University of California, Davis, CA, 95616, USA.
| | - Yanmei Li
- State Key Laboratory for Oncogenes and Related Genes, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, Division of Gastroenterology and Hepatology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai Cancer Institute, Shanghai Institute of Digestive Disease, 145 Middle Shandong Road, 200001, Shanghai, People's Republic of China
| | - Shuhong Liu
- Department of Pathology and Hepatology, Beijing 302 Hospital, 100039, Beijing, People's Republic of China
| | - Lu Wang
- Department of Microbiology & Infectious Disease Center, School of Basic Medical Sciences, Peking University Health Science Center, 38 Xueyuan Road, 100191, Beijing, People's Republic of China
| | - Xiaodong Guo
- Department of Pathology and Hepatology, Beijing 302 Hospital, 100039, Beijing, People's Republic of China
| | - Guangde Zhou
- Department of Pathology and Hepatology, Beijing 302 Hospital, 100039, Beijing, People's Republic of China
| | - Ying Yan
- Department of Microbiology & Infectious Disease Center, School of Basic Medical Sciences, Peking University Health Science Center, 38 Xueyuan Road, 100191, Beijing, People's Republic of China
| | - Guiwen Guan
- Department of Microbiology & Infectious Disease Center, School of Basic Medical Sciences, Peking University Health Science Center, 38 Xueyuan Road, 100191, Beijing, People's Republic of China
| | - Xiangmei Chen
- Department of Microbiology & Infectious Disease Center, School of Basic Medical Sciences, Peking University Health Science Center, 38 Xueyuan Road, 100191, Beijing, People's Republic of China
| | - Christopher L Bowlus
- Division of Gastroenterology and Hepatology, School of Medicine, The University of California, Davis, CA, 95616, USA
| | - Tianhui Liu
- Liver Research Center, Beijing Friendship Hospital, Capital Medical University, Beijing Key Laboratory of Translational Medicine in Liver Cirrhosis & National Clinical Research Center of Digestive Diseases, 100050, Beijing, People's Republic of China
| | - Jidong Jia
- Liver Research Center, Beijing Friendship Hospital, Capital Medical University, Beijing Key Laboratory of Translational Medicine in Liver Cirrhosis & National Clinical Research Center of Digestive Diseases, 100050, Beijing, People's Republic of China
| | - M Eric Gershwin
- Division of Rheumatology/Allergy and Clinical Immunology, School of Medicine, The University of California, Davis, CA, 95616, USA
| | - Xiong Ma
- State Key Laboratory for Oncogenes and Related Genes, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, Division of Gastroenterology and Hepatology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai Cancer Institute, Shanghai Institute of Digestive Disease, 145 Middle Shandong Road, 200001, Shanghai, People's Republic of China.
| | - Jingmin Zhao
- Department of Pathology and Hepatology, Beijing 302 Hospital, 100039, Beijing, People's Republic of China.
| | - Fengmin Lu
- Department of Microbiology & Infectious Disease Center, School of Basic Medical Sciences, Peking University Health Science Center, 38 Xueyuan Road, 100191, Beijing, People's Republic of China.
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Black AP, Mehta AS. The search for biomarkers of hepatocellular carcinoma and the impact on patient outcome. Curr Opin Pharmacol 2018; 41:74-78. [PMID: 29772420 DOI: 10.1016/j.coph.2018.04.002] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2018] [Revised: 03/14/2018] [Accepted: 04/03/2018] [Indexed: 02/07/2023]
Abstract
Hepatocellular carcinoma (HCC) is the 5th most common cancer, but the 3rd leading cause of cancer death globally with approximately 700,000 fatalities annually. The severity of this cancer arises from its difficulty to detect and treat. The major etiologies of HCC are liver fibrosis or cirrhosis from chronic viral infections, as well as metabolic conditions. Since most cases arise from prior pathologies, biomarker surveillance in high-risk individuals is an essential approach for early detection and improved patient outcome. While many molecular biomarkers have been associated with HCC, there are few that have made clinical impact for this disease. Here we review some major approaches used for HCC biomarker discovery-proteomics and glycomics-and describe new methodologies being tested for biomarker development.
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Affiliation(s)
- Alyson P Black
- Medical University of South Carolina, Charleston, SC 29425, United States
| | - Anand S Mehta
- Medical University of South Carolina, Charleston, SC 29425, United States.
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24
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Yan C, Yang J, Wei L, Hu J, Song J, Wang X, Han R, Huang Y, Zhang W, Soh A, Beshiri A, Fan Z, Zheng Y, Chen W. Serum reference interval of ARCHITECT alpha-fetoprotein in healthy Chinese Han adults: Sub-analysis of a prospective multi-center study. Clin Biochem 2017; 52:164-166. [PMID: 29129627 DOI: 10.1016/j.clinbiochem.2017.11.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2017] [Revised: 11/03/2017] [Accepted: 11/03/2017] [Indexed: 11/16/2022]
Abstract
OBJECTIVES Alpha-fetoprotein (AFP) has been widely used in clinical practice for decades. However, large-scale survey of serum reference interval for ARCHITECT AFP is still absent in Chinese population. This study aimed to measure serum AFP levels in healthy Chinese Han subjects, which is a sub-analysis of an ongoing prospective, cross-sectional, multi-center study (ClinicalTrials.gov Identifier: NCT03047603). METHODS This analysis included a total of 530 participants (41.43±12.14years of age on average, 48.49% males), enrolled from 5 regional centers. Serum AFP level was measured by ARCHITECT immunoassay. Statistical analysis was performed using SAS 9.4 and R software. RESULTS AFP distribution did not show significant correlation with age or sex. The overall median and interquartile range of AFP was 2.87 (2.09, 3.83) ng/mL. AFP level did not show a trend of increasing with age. The new reference interval was 2.0-7.07ng/mL (LOQ- 97.5th percentiles). CONCLUSIONS The reference interval for ARCHITECT AFP is updated with the data of adequate number of healthy Han adults. This new reference interval is more practical and applicable in Chinese adults.
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Affiliation(s)
- Cunling Yan
- Department of Clinical Laboratory, Peking University First Hospital, Beijing 100000, China
| | - Jia Yang
- Department of Clinical Laboratory, Provincial People's Hospital, Chengdu, Sichuan 610000, China
| | - Lianhua Wei
- Department of Clinical Laboratory, Provincial People's Hospital, Lanzhou, Gansu 730000, China
| | - Jian Hu
- Department of Laboratory Medicine, The First Affiliated Hospital, School of Medicine, Xi'an Jiaotong University, Xi'an 710000, China
| | - Jiaqi Song
- Department of Health Statistics, Second Military Medical University, Shanghai 200433, China
| | - Xiaoqin Wang
- Department of Laboratory Medicine, The First Affiliated Hospital, School of Medicine, Xi'an Jiaotong University, Xi'an 710000, China
| | - Ruilin Han
- Department of Clinical Laboratory, Peking University First Hospital, Beijing 100000, China
| | - Ying Huang
- Department of Clinical Laboratory, Provincial People's Hospital, Chengdu, Sichuan 610000, China
| | - Wei Zhang
- Department of Health Statistics, Second Military Medical University, Shanghai 200433, China
| | - Andrew Soh
- Medical Scientific Liaison Asian Pacific, Abbott Diagnostics Division, Abbott Laboratories, Singapore 189352, Singapore
| | - Agim Beshiri
- Medical Scientific Affairs, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, IL 60064, USA
| | - Zhuping Fan
- Department of Health Manage Center, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, China.
| | - Yijie Zheng
- Medical Scientific Liaison Asian Pacific, Abbott Diagnostics Division, Abbott Laboratories, Shanghai 200032, China.
| | - Wei Chen
- Department of Laboratory Medicine, The First Affiliated Hospital, School of Medicine, Xi'an Jiaotong University, Xi'an 710000, China.
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25
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Current Status and Future Prospects of Biomarkers in the Diagnosis of Hepatocellular Carcinoma. Int J Biol Markers 2017; 32:e361-e369. [PMID: 28967065 DOI: 10.5301/ijbm.5000299] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/17/2017] [Indexed: 02/06/2023]
Abstract
Hepatocellular carcinoma (HCC) has one of the highest death rates of any cancer in the world, and its incidence is increasing worldwide. Early-stage diagnosis of HCC is thus crucial for medical treatment. Detection of tumor biomarkers is one of the main methods for the early diagnosis of HCC. At present, α-fetoprotein (AFP) is the most practical serum biomarker for HCC diagnosis. However, the diagnostic accuracy of HCC with serum AFP exhibits both sensitivity and specificity far below satisfaction, especially with small sizes of HCC. As a result, the discovery of new biomarkers and/or their combination to enhance both the sensitivity and specificity for laboratory diagnosis of HCC is a crucial goal. With the development of new technology and advances in research, a number of new and specific biomarkers of HCC have been discovered. These biomarkers and their applications for the diagnosis, treatment monitoring and prognosis prediction of HCC, are reviewed in this article.
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Zhang S, Cao X, Gao Q, Liu Y. Protein glycosylation in viral hepatitis-related HCC: Characterization of heterogeneity, biological roles, and clinical implications. Cancer Lett 2017; 406:64-70. [DOI: 10.1016/j.canlet.2017.07.026] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2017] [Revised: 07/26/2017] [Accepted: 07/30/2017] [Indexed: 12/12/2022]
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Liu T, Yao M, Liu S, Wang L, Wang L, Hou J, Ma X, Jia J, Zhao J, Zhuang H, Lu F. Serum Golgi protein 73 is not a suitable diagnostic marker for hepatocellular carcinoma. Oncotarget 2017; 8:16498-16506. [PMID: 28157705 PMCID: PMC5369980 DOI: 10.18632/oncotarget.14954] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2016] [Accepted: 01/11/2017] [Indexed: 12/20/2022] Open
Abstract
Golgi protein 73 (GP73) has been suggested as a serum marker for the diagnosis of hepatocellular carcinoma (HCC). However, this has been challenged in recent years. In the present study, we found that the serum GP73 increased in HCC patients with cirrhosis but not in those without cirrhosis. The receiver operating characteristic curve (ROC) analysis demonstrated that serum GP73 had poor performance for differentiating HCC patients from cirrhosis patients. In addition, the immunohistochemistry revealed that aberrant expression of GP73 was primarily observed in cirrhotic and tumor liver tissues from both cirrhosis and HCC patients, but rarely in non-cirrhotic liver tissues from HCC patients without cirrhosis. Moreover, serum Alpha-fetoprotein in HCC patients with cirrhosis decreased sharply after resection of tumor tissue, while the serum GP73 remained stable. These data indicated that the background of cirrhosis was related to the elevation of serum GP73 in HCC patients. In conclusion, serum GP73 is not a suitable diagnostic marker for HCC.
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Affiliation(s)
- Tianhui Liu
- Department of Microbiology & Infectious Disease Center, School of Basic Medicine, Peking University Health Science Center, Beijing 100191, P.R. China.,Liver Research Center, Beijing Friendship Hospital, Capital Medical University, Beijing Key Laboratory of Translational Medicine in Liver Cirrhosis & National Clinical Research Center of Digestive Diseases, Beijing 100050, P.R. China
| | - Mingjie Yao
- Department of Microbiology & Infectious Disease Center, School of Basic Medicine, Peking University Health Science Center, Beijing 100191, P.R. China
| | - Shuhong Liu
- Department of Pathology and Hepatology, Beijing 302 Hospital, Beijing 100039, P.R. China
| | - Lu Wang
- Department of Microbiology & Infectious Disease Center, School of Basic Medicine, Peking University Health Science Center, Beijing 100191, P.R. China
| | - Leijie Wang
- Department of Microbiology & Infectious Disease Center, School of Basic Medicine, Peking University Health Science Center, Beijing 100191, P.R. China
| | - Jinlin Hou
- State Key Laboratory of Organ Failure Research, Guangdong Provincial Key Laboratory of Viral Hepatitis Research, Department of Infectious Diseases, Nanfang Hospital, Southern Medical University, Guangdong Province 510515, P.R. China
| | - Xiong Ma
- State Key Laboratory for Oncogenes and Related Genes, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, Division of Gastroenterology and Hepatology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai Cancer Institute, Shanghai Institute of Digestive Disease, Shanghai 200001, P.R. China
| | - Jidong Jia
- Liver Research Center, Beijing Friendship Hospital, Capital Medical University, Beijing Key Laboratory of Translational Medicine in Liver Cirrhosis & National Clinical Research Center of Digestive Diseases, Beijing 100050, P.R. China
| | - Jingmin Zhao
- Department of Pathology and Hepatology, Beijing 302 Hospital, Beijing 100039, P.R. China
| | - Hui Zhuang
- Department of Microbiology & Infectious Disease Center, School of Basic Medicine, Peking University Health Science Center, Beijing 100191, P.R. China
| | - Fengmin Lu
- Department of Microbiology & Infectious Disease Center, School of Basic Medicine, Peking University Health Science Center, Beijing 100191, P.R. China
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Betesh L, Comunale MA, Wang M, Liang H, Hafner J, Karabudak A, Giama NH, Moser CD, Miyoshi E, Roberts LR, Block TM, Mehta A. Identification of fucosylated Fetuin-A as a potential biomarker for cholangiocarcinoma. Proteomics Clin Appl 2017; 11. [PMID: 28561948 DOI: 10.1002/prca.201600141] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2016] [Revised: 05/11/2017] [Accepted: 05/23/2017] [Indexed: 01/10/2023]
Abstract
PURPOSE Cholangiocarcinoma (CCA) is a malignancy of the bile ducts. The purpose of this discovery study was to identify effective serum markers for surveillance of cholangiocarcinoma. EXPERIMENTAL DESIGN Using a glycomic method, patients with CCA were determined to have increased levels of alpha-1,3 and alpha-1,6 linked fucosylated glycan. Proteomic analysis of the serum fucosylated proteome identified proteins such as alpha-2-macroglobulin, kininogen, hemopexin, fetuin-A, alpha-1 anti-trypsin, and ceruloplasmin as being hyperfucosylated in HCC. The levels of these glycoproteins in 109 patients with CCA, primary sclerosing cholangitis (PSC), and control patients were compared to the performance of CA-19-9, the current "gold standard" assay for cholangiocarcinoma. RESULTS Fucosylated Fetuin-A (fc-Fetuin-A) had the best ability to differentiate CCA from PSC, with an AUROC of 0.812 or 0.8665 at differentiating CCA from those with PSC or other liver disease. CA-19-9 had poor ability to differentiate PSC from cholangiocarcinoma (AUROC of 0.625). CONCLUSION AND CLINICAL RELEVANCE Using glycomic and proteomic methods we identified a set of proteins that contain altered glycan in the sera of those with CCA. One of these proteins, fucosylated Fetuin-A may have value in the surveillance of people at risk for the development of cholangiocarcinoma.
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Affiliation(s)
- Lucy Betesh
- Department of Cell and Molecular Pharmacology, Medical University of South Carolina, Charleston, SC, USA
| | - Mary Ann Comunale
- Department of Cell and Molecular Pharmacology, Medical University of South Carolina, Charleston, SC, USA
| | - Mengjun Wang
- Department of Cell and Molecular Pharmacology, Medical University of South Carolina, Charleston, SC, USA
| | - Hongyan Liang
- Department of Cell and Molecular Pharmacology, Medical University of South Carolina, Charleston, SC, USA
| | - Julie Hafner
- The Baruch Blumberg Institute, Doylestown, PA, USA
| | | | - Nasra H Giama
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| | - Catherine D Moser
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| | - Eiji Miyoshi
- Department of Molecular Biochemistry and Clinical Investigation, Osaka University Graduate School of Medicine, Japan
| | - Lewis R Roberts
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| | - Timothy M Block
- Department of Cell and Molecular Pharmacology, Medical University of South Carolina, Charleston, SC, USA
| | - Anand Mehta
- Department of Cell and Molecular Pharmacology, Medical University of South Carolina, Charleston, SC, USA
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Ismail MM, Morsi HK, Abdulateef NAB, Noaman MK, Abou El-Ella GA. Evaluation of prothrombin induced by vitamin K absence, macrophage migration inhibitory factor and Golgi protein-73 versus alpha fetoprotein for hepatocellular carcinoma diagnosis and surveillance. Scandinavian Journal of Clinical and Laboratory Investigation 2017; 77:175-183. [PMID: 28276727 DOI: 10.1080/00365513.2017.1286684] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Hepatocellular carcinoma (HCC) represents a challenging malignancy of worldwide importance. It is the third most common cause of cancer-related death globally as most patients present with unresectable disease. Alpha-fetoprotein (AFP) is the widely and solely used biomarker for HCC diagnosis; yet, its usefulness is hampered by low sensitivity and specificity. We aimed to identify more sensitive biomarkers for HCC diagnosis and a surveillance algorithm that may facilitate early detection of HCC. A total of 305 Egyptian and Saudi participants grouped as healthy controls, cancer controls, benign hepatic lesions, chronic viral hepatitis and HCC were included. Serum AFP, prothrombin induced by vitamin K absence-II (PIVKA-II), macrophage migration inhibitory factor (MIF) and Golgi protein-73 (GP-73) levels were quantitated by enzyme immunoassay. Significantly higher levels of GP-73 and PIVKA-II were detected in the HCC group than in all other groups, while MIF showed a highly significant increase in HCC from all groups except the cancer control group. The HCC group showed no significant difference between the studied biomarkers and the type of chronic viral hepatitis. On the basis of multiple ROC curve analyses, GP-73 and PIVKA-II showed the highest sensitivity and specificity for surveillance and diagnosis. In conclusion, PIVKA-II and GP-73 offer an effective approach for early HCC diagnosis and surveillance of high-risk groups with a higher accuracy than AFP. MIF may serve as a promising screening tumor marker for the detection of gastrointestinal tract (GIT) malignancy.
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Affiliation(s)
- Manar M Ismail
- a Laboratory Medicine Department Faculty of Applied Medical Science , Umm Al Qura University , Kingdom of Saudi Arabia.,b Clinical Pathology Department , National Cancer Institute, Cairo University , Egypt
| | - Heba K Morsi
- a Laboratory Medicine Department Faculty of Applied Medical Science , Umm Al Qura University , Kingdom of Saudi Arabia.,c Medical Biochemistry Department, Faculty of Medicine , Mansoura University , Egypt
| | - Nahla A B Abdulateef
- b Clinical Pathology Department , National Cancer Institute, Cairo University , Egypt.,d Laboratory and Blood Bank Department , KAMC , Makkah , Kingdom of Saudi Arabia
| | - Maissa K Noaman
- e Biostatistics and Cancer Epidemiology , National Cancer Institute, Cairo University , Egypt
| | - Ghada A Abou El-Ella
- a Laboratory Medicine Department Faculty of Applied Medical Science , Umm Al Qura University , Kingdom of Saudi Arabia.,f Department of Animal Medicine, Faculty of Veterinary Medicine , Assiut University , Egypt
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Sanda M, Benicky J, Wu J, Wang Y, Makambi K, Ahn J, Smith CI, Zhao P, Zhang L, Goldman R. Increased sialylation of site specific O-glycoforms of hemopexin in liver disease. Clin Proteomics 2016; 13:24. [PMID: 27688741 PMCID: PMC5034550 DOI: 10.1186/s12014-016-9125-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2016] [Accepted: 09/16/2016] [Indexed: 02/07/2023] Open
Abstract
Background Non-invasive monitoring of liver disease remains an important health issue. Liver secreted glycoproteins reflect pathophysiological states of the organ and represent a rational target for serologic monitoring. In this study, we describe sialylated O-glycoforms of liver-secreted hemopexin (HPX) and quantify them as a ratio of disialylated to monosialylated form (S-HPX). Methods We measured S-HPX in serum of participants of the HALT-C trial using a LC–MS/MS-MRM assay. Results Repeated measurements of S-HPX in the samples of 23 disease-free controls, collected at four different time points, show that the ratio remains stable in the healthy controls but increases with the progression of liver disease. The results of measurement of S-HPX in serum of participants of the HALT-C trial show that it increased significantly (Kruskal–Wallis test, p < 0.01) in liver disease as the stage of fibrosis progressed in liver biopsies. We observed a 1.7-fold increase in fibrosis defined as Ishak score 3–4 (24.9 + 14.2, n = 22) and 4.7-fold increase in cirrhosis defined as Ishak score 5–6 (68.6 + 38.5; n = 24) compared to disease-free controls (14.7 + 6.7, n = 23). S-HPX is correlated with AFP, bilirubin, INR, ALT, and AST while inversely correlated with platelet count and albumin. In an independent verification set of samples, S-HPX separated the Ishak 5–6 (n = 15) from the Ishak 3–4 (n = 15) participants with AuROC 0.84; at the same time, the Ishak 3–4 group was separated from disease-free controls (n = 15) with AuROC 0.82. Conclusion S-HPX, a measure of sialylated O-glycoforms of hemopexin, progressively increases in fibrotic and cirrhotic patient of HCV etiology and can be quantified by an LC–MS/MS-MRM assay in unfractionated serum of patients. Quantification of sialylated O-glycoforms of this liver secreted glycoprotein represents a novel measure of the stage of liver disease that could have a role in monitoring the progression of liver pathology. Electronic supplementary material The online version of this article (doi:10.1186/s12014-016-9125-x) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Miloslav Sanda
- Department of Oncology, Georgetown University, PS Room GD11, 3800 Reservoir Rd NW, Washington, DC 20057 USA
| | - Julius Benicky
- Department of Oncology, Georgetown University, NRB Room E207, 3970 Reservoir Rd NW, Washington, DC 20057 USA
| | - Jing Wu
- Department of Oncology, Georgetown University, NRB Room E207, 3970 Reservoir Rd NW, Washington, DC 20057 USA
| | - Yiwen Wang
- Department of Oncology, Georgetown University, NRB Room E207, 3970 Reservoir Rd NW, Washington, DC 20057 USA
| | - Kepher Makambi
- Department of Biostatistics, Bioinformatics, and Biomathematics, Georgetown University, Building D Suite 180 Room 185, 4000 Reservoir Rd NW, Washington, DC 20057 USA
| | - Jaeil Ahn
- Department of Biostatistics, Bioinformatics, and Biomathematics, Georgetown University, Basic Science Building D Room 255, 3900 Reservoir Rd NW, Washington, DC 20057 USA
| | - Coleman I Smith
- MedStar Georgetown University Transplant Institute, 2-PHC, 3800 Reservoir Rd NW, Washington, DC 20057 USA
| | - Peng Zhao
- Complex Carbohydrate Research Center, University of Georgia, Athens, GA USA
| | - Lihua Zhang
- Department of Oncology, Georgetown University, PS Room GD11, 3800 Reservoir Rd NW, Washington, DC 20057 USA
| | - Radoslav Goldman
- Department of Oncology, Georgetown University, NRB Room E207, 3970 Reservoir Rd NW, Washington, DC 20057 USA
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De J, Shen Y, Qin J, Feng L, Wang Y, Yang L. A Systematic Review of Des-γ-Carboxy Prothrombin for the Diagnosis of Primary Hepatocellular Carcinoma. Medicine (Baltimore) 2016; 95:e3448. [PMID: 27124038 PMCID: PMC4998701 DOI: 10.1097/md.0000000000003448] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
Determining the serum des-γ-carboxy-prothrombin (DCP) level is of great importance for the diagnosis of primary hepatocellular carcinoma (PHC). Although several studies have investigated the accuracy of diagnostic DCP tests for PHC, the results have been inconsistent.The aim of this study was to systematically evaluate DCP as a diagnostic standard for PHC.Several databases, including PubMed, EMBASE, MEDLINE (Ovid), the Chinese National Knowledge Infrastructure (CNKI), the VIP Database for Chinese Technical Periodicals (VIP), WanFang Data, and the China Biological Medicine Database (CBM), were searched from the date of database inception until July 1, 2015 to collect published international and domestic studies of DCP in the diagnosis of PHC. Two investigators screened the literature according to the inclusion and exclusion criteria, extracted the data, and assessed the methodological quality of the included studies.A total of 38 studies involving 11,124 cases were included (5298 cases in the PHC group and 5826 cases in the control group). A meta-analysis was then performed using Meta-Disc 1.4 and RevMan 5.2 software. The overall sensitivity, specificity, positive likelihood ratio (+LR), and negative likelihood ratio (-LR) of DCP for the detection of PHC were 0.66 (95% confidence interval [CI]: 0.65-0.68), 0.88 (95% CI: 0.87-0.90), 7.13 (95% CI: 5.73-8.87), and 0.33 (95% CI: 0.29-0.38), respectively. The area under the curve (AUC) of the summary receiver-operating characteristic curve (SROC) was 0.9002. In conclusion, DCP has moderate diagnostic utility for PHC. Owing to the heterogeneity and limitations of the included studies, the above conclusion requires further support from additional high-quality studies.
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Affiliation(s)
- Ji De
- From the Department of Gastroenterology & Hepatology (JD, YS, JQ, LF, YW, LY), West China Hospital, Sichuan University, Chengdu; and Department of Hepatology (JD), Tibetan Hospital of Tibet Autonomous Region, Lhasa, China
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Lurie Y, Webb M, Cytter-Kuint R, Shteingart S, Lederkremer GZ. Non-invasive diagnosis of liver fibrosis and cirrhosis. World J Gastroenterol 2015; 21:11567-11583. [PMID: 26556987 PMCID: PMC4631961 DOI: 10.3748/wjg.v21.i41.11567] [Citation(s) in RCA: 207] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2015] [Revised: 07/23/2015] [Accepted: 09/15/2015] [Indexed: 02/07/2023] Open
Abstract
The evaluation and follow up of liver fibrosis and cirrhosis have been traditionally performed by liver biopsy. However, during the last 20 years, it has become evident that this “gold-standard” is imperfect; even according to its proponents, it is only “the best” among available methods. Attempts at uncovering non-invasive diagnostic tools have yielded multiple scores, formulae, and imaging modalities. All are better tolerated, safer, more acceptable to the patient, and can be repeated essentially as often as required. Most are much less expensive than liver biopsy. Consequently, their use is growing, and in some countries the number of biopsies performed, at least for routine evaluation of hepatitis B and C, has declined sharply. However, the accuracy and diagnostic value of most, if not all, of these methods remains controversial. In this review for the practicing physician, we analyze established and novel biomarkers and physical techniques. We may be witnessing in recent years the beginning of the end of the first phase for the development of non-invasive markers. Early evidence suggests that they might be at least as good as liver biopsy. Novel experimental markers and imaging techniques could produce a dramatic change in diagnosis in the near future.
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Dai M, Chen X, Liu X, Peng Z, Meng J, Dai S. Diagnostic Value of the Combination of Golgi Protein 73 and Alpha-Fetoprotein in Hepatocellular Carcinoma: A Meta-Analysis. PLoS One 2015; 10:e0140067. [PMID: 26441340 PMCID: PMC4595485 DOI: 10.1371/journal.pone.0140067] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2015] [Accepted: 09/20/2015] [Indexed: 12/11/2022] Open
Abstract
Conflicting results have been widely reported on the use of Golgi protein 73 (GP73) as a serum biomarker for diagnosing hepatocellular carcinoma (HCC). This study evaluated the accuracy of GP73, alpha-fetoprotein (AFP), and GP73 + AFP for diagnosing HCC. The meta-analysis was performed on 11 studies that were selected by means of a comprehensive systematic literature review. Summary diagnostic accuracy, meta-regression analysis for heterogeneity and publication bias, and other statistical analyses were performed using Meta-Disc (version 1.4) and Stata (version 12.0). Pooled sensitivity, specificity, and diagnostic odds ratio were 0.77 (95% CI: 0.75–0.79), 0.91 (95% CI: 0.90–0.92), and 12.49 (95% CI: 4.91–31.79) for GP73; 0.62 (95% CI: 0.60–0.64), 0.84 (95% CI: 0.83–0.85), and 11.61 (95% CI: 8.02–16.81) for AFP; and 0.87 (95% CI: 0.85–0.89), 0.85 (95% CI: 0.84–0.86), and 30.63 (95% CI: 18.10–51.84) for GP73 + AFP. The area under the curve values were 0.86, 0.84, and 0.91 for GP73, AFP, and GP73 + AFP, respectively. These results indicate that for HCC diagnosis, the accuracy of GP73 was higher than that of AFP, and that GP73 + AFP exhibited significantly higher diagnostic accuracy than did GP73 or AFP alone.
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Affiliation(s)
- Meiyu Dai
- Department of Clinical Laboratory, The Fourth Hospital Affiliated to Guangxi Medical University, Liuzhou City, Guangxi Province, China
| | - Xiaoli Chen
- Department of Clinical Laboratory, The Fourth Hospital Affiliated to Guangxi Medical University, Liuzhou City, Guangxi Province, China
| | - Xuexiang Liu
- Department of Clinical Laboratory, The Fourth Hospital Affiliated to Guangxi Medical University, Liuzhou City, Guangxi Province, China
| | - Zheng Peng
- Department of Clinical Laboratory, The Fourth Hospital Affiliated to Guangxi Medical University, Liuzhou City, Guangxi Province, China
| | - Jie Meng
- Department of Clinical Laboratory, The Fourth Hospital Affiliated to Guangxi Medical University, Liuzhou City, Guangxi Province, China
| | - Shengming Dai
- Department of Clinical Laboratory, The Fourth Hospital Affiliated to Guangxi Medical University, Liuzhou City, Guangxi Province, China
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Liu X, Wan X, Lu S, Zhang L, Yu S, Lu X. Evaluation of a magnetic particles-based chemiluminescence enzyme immunoassay for Golgi protein 73 in human serum. Clin Chim Acta 2015; 445:54-9. [PMID: 25801213 DOI: 10.1016/j.cca.2015.03.008] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2014] [Revised: 03/07/2015] [Accepted: 03/09/2015] [Indexed: 12/15/2022]
Abstract
BACKGROUND Golgi protein 73 (GP73) is regarded as a potential serum biomarker for early diagnosis of hepatocellular carcinoma (HCC). We developed a rapid magnetic particles-based chemiluminescence enzyme immunoassay (MPs-CLEIA) for the determination of serum GP73. METHODS Fluorescein isothiocyanate (FITC) and alkaline phosphatase (ALP) were used to label 2 different monoclonal antibodies to GP73. Serum GP73 was captured with labeled antibodies and formed a sandwiched immunoreaction. The magnetic particles (MPs) coated with anti-FITC antibody were used as a means of separation of the GP73 protein from other serum proteins. After adding the enzyme substrate solution, the relative light unit (RLU) was measured. A MPs-CLEIA for serum GP73 was established and evaluated. RESULTS The RLU was directly proportional to the concentration of GP73. The method linearity was 5-600 μg/l. Limit of the blank was 2.19 μg/l. The intra- and inter-assay imprecision was <3% and <5%, respectively. The average recoveries were between 95% and 105%. The proposed method showed a good correlation with a commercial ELISA assay (r=0.983, p<0.001). We also evaluated the efficiency of serum GP73 measurement for the diagnosis of HCC using this assay. The area under the receiver operating characteristic curve was 0.822 (95% CI, 0.73-0.89), and the sensitivity and specificity, with cut-off value of 115.6 μg/l, were 75.4% and 92.1%, respectively. CONCLUSIONS The proposed method demonstrates an acceptable performance for quantifying serum GP73. This assay could be appropriate for routine use in clinical laboratories.
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Affiliation(s)
- Xiangyi Liu
- Department of Medical Laboratory, Beijing Tongren Hospital, Capital Medical University, Beijing, PR China
| | - Xiaohua Wan
- Department of Medical Laboratory, Beijing Tongren Hospital, Capital Medical University, Beijing, PR China
| | - Sheng Lu
- Beijing Ranos Medical Technology Co., Ltd, Beijing, PR China
| | - Lijun Zhang
- Department of Surgery, Beijing Tongren Hospital, Capital Medical University, Beijing, PR China
| | - Shaohua Yu
- Beijing Hotgen Biotechnology Co., Ltd., Beijing, PR China
| | - Xinxin Lu
- Department of Medical Laboratory, Beijing Tongren Hospital, Capital Medical University, Beijing, PR China.
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Xu Z, Liu L, Pan X, Wei K, Wei M, Liu L, Yang H, Liu Q. Serum Golgi protein 73 (GP73) is a diagnostic and prognostic marker of chronic HBV liver disease. Medicine (Baltimore) 2015; 94:e659. [PMID: 25816035 PMCID: PMC4554005 DOI: 10.1097/md.0000000000000659] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2015] [Revised: 02/21/2015] [Accepted: 02/24/2015] [Indexed: 12/17/2022] Open
Abstract
Alanine aminotransferase (ALT) is the most commonly used marker of liver injury, but normal ALT levels are seen in a proportion of chronic hepatitis B virus (HBV)-infected patients with severe liver injury. Golgi protein 73 (GP73) is a promising alternative marker of liver injury. This study assessed the relation between GP73 levels and liver disease severity, monitored the kinetic changes in GP73 levels in chronic HBV patients receiving entecavir (ETV) therapy, and investigated the potential diagnostic and prognostic values of serum GP73 as a new liver injury biomarker in chronic HBV infections. This study enrolled 1150 patients with chronic HBV infections, 200 of whom were retrospectively enrolled in this study after receiving 1 year of ETV treatment. GP73 expression in liver tissue was detected by immunohistochemistry. GP73 levels in single or serial serum samples were measured by enzyme-linked immunosorbent assay. Immunohistochemical analysis indicated that GP73 protein expression in the liver increased progressively with pathologic progression from nonexistent or mild hepatitis to severe hepatitis and cirrhosis during chronic HBV infection. Serum GP73 levels were positively correlated with the disease severity of chronic HBV infections (r = 0.58, P < 0.001). In patients with normal ALT levels, serum GP73 concentrations were significantly higher in patients with prominent hepatic inflammatory injury and fibrosis than in patients without hepatic inflammatory injury or fibrosis. Serum GP73 concentrations and GP73 protein expression were decreased in the liver tissues of patients whose ALT levels normalized after 1 year of ETV antiviral therapy. Changes in serum GP73 levels were closely associated with changes in liver injury severity, and, therefore, GP73 may be an effective new liver inflammatory injury biomarker, and could be useful for monitoring the prognosis of chronic HBV infectious patients with normal ALT levels.
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Affiliation(s)
- Zhengju Xu
- From the Clinical Liver Center (ZX, Liguan Liu, XP, HY, QL); Central Laboratory of Clinical Hepatology (KW, MW); and Department of Pathology (Lifei Liu), The 180th Hospital of the People's Liberation Army, Quanzhou, China
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36
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Abstract
Liver cancer is the fifth most common cancer, but the second leading cause of cancer death, in the world, with more than 700,000 fatalities annually. The major etiology of liver cancer is infection with an hepatotropic virus such as hepatitis B virus or hepatitis C virus infection. While chronic viral infection remains the main cause of liver disease and risk of hepatocellular carcinoma (HCC), rates of nonviral-associated HCC are occurring at an alarmingly increasing rate. Like many cancers, survival rates are closely associated with time of detection. If HCC is caught early, survival rates can be as high as 50%. Regrettably, most cases of HCC are caught late where survival rates can be as low as 2-7%. Thus, there has been great interest in discovering serum biomarkers that could be used to identify those with HCC. To this end, many groups have examined the N-linked glycans to identify changes that occur with HCC. As the liver secretes the vast majority of proteins into the serum, this has often been a starting point for study. In serum, alterations in core fucosylation, outer-arm fucosylation, increased sialylation, and glycan branching have been observed in patients with HCC. Similar findings have been found directly in HCC tissue suggesting that these glycan changes may play a role in tumor formation and development.
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Affiliation(s)
- Anand Mehta
- Department of Microbiology and Immunology, Drexel University College of Medicine, Doylestown, Pennsylvania, USA
| | - Harmin Herrera
- Department of Microbiology and Immunology, Drexel University College of Medicine, Doylestown, Pennsylvania, USA
| | - Timothy Block
- Department of Microbiology and Immunology, Drexel University College of Medicine, Doylestown, Pennsylvania, USA
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Yang J, Li J, Dai W, Wang F, Shen M, Chen K, Cheng P, Zhang Y, Wang C, Zhu R, Zhang H, Zheng Y, Wang J, Xia Y, Lu J, Zhou Y, Guo C. Golgi protein 73 as a biomarker for hepatocellular carcinoma: A diagnostic meta-analysis. Exp Ther Med 2015; 9:1413-1420. [PMID: 25780444 PMCID: PMC4353736 DOI: 10.3892/etm.2015.2231] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2014] [Accepted: 01/20/2015] [Indexed: 12/11/2022] Open
Abstract
Hepatocellular carcinoma (HCC) is the most common primary malignancy of the liver and the third leading cause of cancer-related mortality worldwide. Conflicting results have been reported regarding the use of serum Golgi protein 73 (GP73) as a promising serum marker for the diagnosis of HCC; therefore, the aim of the present study was to provide a systematic review of the diagnostic performance of GP73 for HCC. Following a systematic review of the relevant studies, a number of indices associated with the accuracy of the diagnostic performance of GP73, including the sensitivity and specificity, were pooled using Meta Disc 1.4 software. Data were presented as forest plots, and summary receiver operating characteristic (SROC) curve analysis was used to summarize the overall test performance. Eleven studies were included in this meta-analysis. The summary estimates for serum GP73 in diagnosing HCC were as follows: Sensitivity, 77% [95% confidence interval (CI), 75–79%]; specificity, 91% (95% CI, 90–92%); positive likelihood ratio, 4.34 (95% CI, 2.19–8.59); negative likelihood ratio, 0.30 (95% CI, 0.26–0.36) and diagnostic odds ratio, 15.78 (95% CI, 6.95–35.83). The area under the SROC curve was 0.8638, and the Q index was 0.7944. Significant heterogeneity was found. This meta-analysis indicates a moderate diagnostic value of GP73 in HCC; however, further studies with rigorous design, large sample size and multiregional cooperation are required.
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Affiliation(s)
- Jing Yang
- Department of Gastroenterology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai 200072, P.R. China
| | - Jingjing Li
- Department of Gastroenterology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai 200072, P.R. China
| | - Weiqi Dai
- Department of Gastroenterology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai 200072, P.R. China
| | - Fan Wang
- Department of Gastroenterology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai 200072, P.R. China
| | - Miao Shen
- Department of Gastroenterology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai 200072, P.R. China
| | - Kan Chen
- Department of Gastroenterology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai 200072, P.R. China
| | - Ping Cheng
- Department of Gastroenterology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai 200072, P.R. China
| | - Yan Zhang
- Department of Gastroenterology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai 200072, P.R. China
| | - Chengfen Wang
- Department of Gastroenterology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai 200072, P.R. China
| | - Rong Zhu
- Department of Gastroenterology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai 200072, P.R. China
| | - Huawei Zhang
- Department of Gastroenterology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai 200072, P.R. China
| | - Yuanyuan Zheng
- Department of Gastroenterology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai 200072, P.R. China
| | - Junshan Wang
- Department of Gastroenterology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai 200072, P.R. China
| | - Yujing Xia
- Department of Gastroenterology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai 200072, P.R. China
| | - Jie Lu
- Department of Gastroenterology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai 200072, P.R. China
| | - Yingqun Zhou
- Department of Gastroenterology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai 200072, P.R. China
| | - Chuanyong Guo
- Department of Gastroenterology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai 200072, P.R. China
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Benicky J, Sanda M, Pompach P, Wu J, Goldman R. Quantification of fucosylated hemopexin and complement factor H in plasma of patients with liver disease. Anal Chem 2014; 86:10716-23. [PMID: 25302577 PMCID: PMC4222631 DOI: 10.1021/ac502727s] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
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Enhanced fucosylation has been suggested
as a marker for serologic
monitoring of liver disease and hepatocellular carcinoma (HCC). We
present a workflow for quantitative site-specific analysis of fucosylation
and apply it to a comparison of hemopexin (HPX) and complement factor
H (CFH), two liver-secreted glycoproteins, in healthy individuals
and patients with liver cirrhosis and HCC. Label-free LC-MS quantification
of glycopeptides derived from these purified glycoproteins was performed
on pooled samples (2 pools/group, 5 samples/pool) and complemented
by glycosidase assisted analysis using sialidase and endoglycosidase
F2/F3, respectively, to improve resolution of glycoforms. Our analysis,
presented as relative abundance of individual fucosylated glycoforms
normalized to the level of their nonfucosylated counterparts, revealed
a consistent increase in fucosylation in liver disease with significant
site- and protein-specific differences. We have observed the highest
microheterogeneity of glycoforms at the N187 site of HPX, absence
of core fucosylation at N882 and N911 sites of CFH, or a higher degree
of core fucosylation in CFH compared to HPX, but we did not identify
changes differentiating HCC from matched cirrhosis samples. Glycosidase
assisted LC-MS-MRM analysis of individual patient samples prepared
by a simplified protocol confirmed the quantitative differences. Transitions
specific to outer arm fucose document a disease-associated increase
in outer arm fucose on both bi- and triantennary glycans at the N187
site of HPX. Further verification is needed to confirm that enhanced
fucosylation of HPX and CFH may serve as an indicator of premalignant
liver disease. The analytical strategy can be readily adapted to analysis
of other proteins in the appropriate disease context.
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Affiliation(s)
- Julius Benicky
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University , LCCC Room S183, 3970 Reservoir Rd NW, Washington, D.C., 20057, United States
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Li C, Zhang Z, Zhang P, Liu J. Diagnostic accuracy of des-gamma-carboxy prothrombin versus α-fetoprotein for hepatocellular carcinoma: A systematic review. Hepatol Res 2014; 44:E11-25. [PMID: 23834468 DOI: 10.1111/hepr.12201] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2013] [Revised: 06/26/2013] [Accepted: 07/03/2013] [Indexed: 12/24/2022]
Abstract
AIMS Des-gamma-carboxy prothrombin (DCP) and α-fetoprotein (AFP) are useful tumor markers for the detection of hepatocellular carcinoma (HCC). However, it remains controversial whether the diagnostic accuracy of DCP is superior to AFP. The aims of this review were to compare the diagnostic accuracy of DCP, AFP and combination of both markers for detecting HCC and further compare their accuracy in diagnosing early stage HCC. METHODS We conducted a comprehensive literature search of MEDLINE, EMBASE and Cochrane library until April 2013. Two authors independently assessed the methodological quality of each included study. Summary estimates of sensitivity, specificity and area under the receiver operating curve (AUROC) were calculated. RESULTS Forty-nine studies involving 14 118 participants (including 1544 with early stage HCC) were included. In case of detection of HCC, the summary estimates of DCP were: sensitivity 63% (95% confidence interval [CI], 58%-67%), specificity 91% (95% CI, 88%-93%), and the values of AFP were: sensitivity 59% (95% CI, 54%-63%), specificity 86% (95% CI, 82%-89%). The AUROC of DCP, AFP and combination of both markers were 0.83, 0.77 and 0.88, respectively. Among the early stage HCC, the summary estimates of DCP and AFP were: sensitivity 45% (95% CI, 35%-57%) versus 48% (95% CI, 39%-57%), and specificity 95% (95% CI, 91%-97%) versus 89% (95% CI, 79%-95%). The AUROC was 0.84 for DCP, 0.68 for AFP and 0.83 for the combination of both markers. CONCLUSION Des-gamma-carboxy prothrombin shows more diagnostic accuracy than AFP, especially in diagnosing early stage HCC, and the combination of both markers cannot improve the diagnostic accuracy of early stage HCC.
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Affiliation(s)
- Changzai Li
- Department of Hepatobiliary Surgery, the Affiliated Tumor Hospital of Guangxi Medical University, Nanning
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40
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Xu WJ, Guo BL, Han YG, Shi L, Ma WS. Diagnostic value of alpha-fetoprotein-L3 and Golgi protein 73 in hepatocellular carcinomas with low AFP levels. Tumour Biol 2014; 35:12069-74. [PMID: 25209179 DOI: 10.1007/s13277-014-2506-8] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2014] [Accepted: 08/14/2014] [Indexed: 12/12/2022] Open
Abstract
This study aimed to investigate the clinical values of serum alpha-fetoprotein-L3 (AFP-L3) and Golgi protein 73 (GP73) in the diagnosis of hepatocellular carcinoma (HCC) with low alpha-fetoprotein (AFP). From January 2011 to December 2013, 50 low-AFP HCC patients confirmed by the color Doppler flow imaging (CDFI) and pathological examinations were collected. Forty-five patients with chronic liver diseases were also selected, including 29 liver cirrhosis patients, 15 chronic hepatitis B patients, and one severe hepatitis patient. Furthermore, 100 health volunteers with no evidence of benign or malignant liver diseases were included. The enzyme-linked immunosorbent assay (ELISA) method was applied to the GP73 quantitative assay. Serum AFP concentrations were determined using immunoassays utilizing enhanced chemiluminescence. Diagnostic accuracy of GP73 and AFP-L3 assays for low-AFP HCC was evaluated using receiver operating characteristic (ROC) curve analysis. Statistical analyses were conducted with the GraphPad Prism 5.0 software. Low-AFP HCC patients (35/50) exhibited higher positive rates of AFP-L3 than non-HCC patients (5/45) and healthy controls (2/100) (both P < 0.05). There were also significant differences in the positive rate of GP73 of low-AFP HCC patients (40/50) compared to those of non-HCC patients (3/45) and healthy controls (1/100) (both P < 0.05). However, no obvious differences in the positive rates of AFP-L3 and GP73 were observed between non-HCC patients and healthy controls (both P > 0.05). ROC curves showed that the area under the curve (AUC) of AFP-L3 for the diagnosis of low-AFP HCC was 0.6994 (sensitivity [Sen] = 70.0 %, specificity [Spe] = 95.2 %, accuracy = 88.7 %), while the AUC of GP73 was 0.8411 (Sen = 80.0 %, Spe = 97.2 %, accuracy = 92.8 %). Compared with single detection, the combination of AFP-L3 and GP73 levels for the diagnosis of low-AFP HCC showed higher Sen (94.0 %), Spe (93.1 %), and better accuracy (93.3 %). Our findings provide empirical evidence that the combination of AFP-L3 and GP73 is a good diagnostic strategy for low-AFP HCC.
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Affiliation(s)
- Wan-Ju Xu
- Department of Clinical Laboratory, Qianfoshan Hospital, Jingshi Road, No. 16766, Jinan, 250014, People's Republic of China
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Bröker MEE, Ijzermans JNM, Witjes CDM, van Vuuren HJ, de Man RA. The predictive value of Golgi protein 73 in differentiating benign from malignant liver tumors. PLoS One 2014; 9:e100187. [PMID: 25033446 PMCID: PMC4102481 DOI: 10.1371/journal.pone.0100187] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2013] [Accepted: 05/22/2014] [Indexed: 12/17/2022] Open
Abstract
Introduction In the work up of primary solid liver lesions it is essential to differentiate correctly between benign and malignant tumors, such as hepatocellular adenoma (HCA) and hepatocellular carcinoma (HCC) respectively. A promising new marker to detect HCC is Golgi Protein 73 (GP73). Studies comparing patients with HCC and cirrhosis with normal controls suggested that GP73 is specific for patients with HCC; however, patients with other liver tumors were not included. We therefore studied the predictive value of GP73 in differentiating between solid benign and malignant liver tumors. Materials and Methods This study included 264 patients: 88 patients with HCC, 88 with hepatocellular adenoma (HCA), and 88 with focal nodal hyperplasia (FNH). A blood sample was collected from each patient to measure GP73 levels using a quantitative ELISA assay and differences in outcome between subgroups were compared. The receiver operating characteristic (ROC) curve, sensitivity and specificity of GP73 were calculated and compared to alpha-fetoprotein (AFP) levels. Results When comparing malignant and benign liver tumors the area under ROC was 0.701 and 0.912 for GP73 and AFP respectively. Test characteristics revealed a sensitivity of 60% for GP73 and 65% for AFP; in addition the specificity was 77% for GP73 and 96% for AFP. Conclusion Although the literature suggests that GP73 is a valuable serum marker in patients with HCC, the serum concentration may also be increased in patients with solid benign liver tumors. Therefore, a GP73 assay is less suitable for discriminating between primary malignant and benign tumors of the liver.
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Affiliation(s)
- Mirelle E. E. Bröker
- Department of Surgery, Erasmus Medical Center, Rotterdam, The Netherlands
- * E-mail:
| | | | | | - Hanneke J. van Vuuren
- Department of Gastroenterology and Hepatology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Robert A. de Man
- Department of Gastroenterology and Hepatology, Erasmus Medical Center, Rotterdam, The Netherlands
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Evaluation of individual and combined applications of serum biomarkers for diagnosis of hepatocellular carcinoma: a meta-analysis. Int J Mol Sci 2013; 14:23559-80. [PMID: 24317431 PMCID: PMC3876063 DOI: 10.3390/ijms141223559] [Citation(s) in RCA: 68] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2013] [Revised: 10/31/2013] [Accepted: 11/07/2013] [Indexed: 12/14/2022] Open
Abstract
The clinical value of Serum alpha-fetoprotein (AFP) to detect early hepatocellular carcinoma (HCC) has been questioned due to its low sensitivity and specificity found in recent years. Other than AFP, several new serum biomarkers including the circulating AFP isoform AFP-L3, des-gamma-carboxy prothrombin (DCP) and Golgi protein-73 (GP73) have been identified as useful HCC markers. In this investigation, we review the current knowledge about these HCC-related biomarkers, and sum up the results of our meta-analysis on studies that have addressed the utility of these biomarkers in early detection and prognostic prediction of HCC. A systematic search in PubMed, Web of Science, and the Cochrane Library was performed for articles published in English from 1999 to 2012, focusing on serum biomarkers for HCC detection. Data on sensitivity and specificity of tests were extracted from 40 articles that met the inclusion criteria, and the summary receiver operating characteristic curve (sROC) was obtained. A meta-analysis was carried out in which the area under the curve (AUC) for each biomarker or biomarker combinations (AFP, DCP, GP73, AFP-L3, AFP + DCP, AFP + AFP-L3, and AFP + GP73) was used to compare the diagnostic accuracy of different biomarker tests. The AUC of AFP, DCP, GP73, AFP-L3, AFP + DCP, AFP + AFP-L3, and AFP + GP73 are 0.835, 0.797, 0.914, 0.710, 0.874, 0.748, and 0.932 respectively. A combination of AFP + GP73 is superior to AFP in detecting HCC and differentiating HCC patients from non-HCC patients, and may prove to be a useful marker in the diagnosis and screening of HCC. In addition, the AUC of GP73, AFP + DCP and AFP + GP73 are better than that of AFP. The clinical value of GP73, AFP + DCP, or AFP + GP73 as serological markers for HCC diagnosis needs to be addressed further in future studies.
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GP73 is a potential marker for evaluating AIDS progression and antiretroviral therapy efficacy. Mol Biol Rep 2013; 40:6397-405. [PMID: 24068434 DOI: 10.1007/s11033-013-2754-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2012] [Accepted: 09/14/2013] [Indexed: 02/07/2023]
Abstract
Golgi protein-73 (GP73) is upregulated in cancers and viral infections; however, its role in human immunodeficiency virus (HIV) and acquired immune deficiency syndrome (AIDS) remains undetermined. GP73 was evaluated as a biomarker of HIV progression and AIDS treatment efficacy. Forty-eight HIV patients (≤ 350 CD4 + T cells/μL) undergoing highly active antiretroviral therapy (HAART group) and 18 HIV patients expected to undergo HAART within 9 months (>350 CD4 + T cells/μL) (control group) were enrolled in a prospective, single center, cohort study from May 2009 to Jun 2012. Blood aspartate aminotransferase, alanine aminotransferase (ALT), cholesterol, triglycerides, and total bilirubin were assessed at baseline, 2 weeks, and 1, 3, 6, 9, and 12 months (HAART group) or 3 month intervals (control group). Serum HIV RNA level (viral load) was determined by reverse-transcriptase polymerase chain reaction (RT-PCR), and serum and peripheral blood mononuclear cell (PBMC) GP73 concentration were determined by chemiluminescent immunoassay kit and western blot, respectively. Significant positive and negative correlations in baseline serum GP73 concentration and HIV viral load (r = 0.39, P < 0.001) and CD4 + T cell count (r = -0.501, P < 0.001) were observed, respectively. In receiver operator characteristic (ROC) analysis, area under the curve (AUC) was 0.79 (95 % CI 0.66-0.92). The sensitivity and specificity of GP73 for correct identification of patients with ≤350 CD4 + T cells/μL were 76.09 and 75.0 %, respectively, with an ROC-derived cut-off of 100.6 ng/mL. For HIV patients undergoing antiretroviral therapy, GP73 may be a potential biomarker treatment efficacy useful in AIDS management.
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Comunale MA, Wang M, Anbarasan N, Betesh L, Karabudak A, Moritz E, Devarajan K, Marrero J, Block TM, Mehta A. Total serum glycan analysis is superior to lectin-FLISA for the early detection of hepatocellular carcinoma. Proteomics Clin Appl 2013; 7:690-700. [PMID: 23857719 DOI: 10.1002/prca.201200125] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2012] [Revised: 02/22/2013] [Accepted: 03/30/2013] [Indexed: 12/25/2022]
Abstract
PURPOSE Hepatocellular carcinoma (HCC) is a primary cancer of the liver that is predominantly the result of infection with a hepatotropic virus such as hepatitis B virus or hepatitis C virus. As liver cancer is often asymptomatic, the development of sensitive noninvasive biomarkers is needed for early detection and improved survival. EXPERIMENTAL DESIGN We have previously identified alterations in the N-linked glycosylation of serum proteins with the development of HCC and identified many of the proteins that contained the altered glycosylation. In the current study, we compared the ability of the identified proteins to diagnose HCC with the total serum glycan analysis. RESULTS Surprisingly, glycan analysis of total serum had the greatest ability to distinguish HCC from cirrhosis with an AUROC of 0.851, a sensitivity of 73% at a specificity of 88%. When total glycan sequencing was combined with alpha-fetoprotein (AFP), the sensitivity increased to 95% at a specificity of 90%. CONCLUSION AND CLINICAL RELEVANCE Changes in glycosylation as detected in whole serum could be used to diagnose HCC with greater sensitivity and specificity than that observed through the analysis of specific protein glycoforms or protein levels. Such an assay could have value in the management of those at risk for the development of HCC.
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Affiliation(s)
- Mary Ann Comunale
- Department of Microbiology and Immunology, Drexel Institute for Biotechnology and Virology, Drexel University College of Medicine, Doylestown, PA 18901, USA
| | - Mengjun Wang
- Department of Microbiology and Immunology, Drexel Institute for Biotechnology and Virology, Drexel University College of Medicine, Doylestown, PA, USA
| | | | - Lucy Betesh
- Department of Microbiology and Immunology, Drexel Institute for Biotechnology and Virology, Drexel University College of Medicine, Doylestown, PA, USA
| | - Aykan Karabudak
- Institute for Hepatitis and Virus Research, Doylestown, PA, USA
| | - Ethan Moritz
- Institute for Hepatitis and Virus Research, Doylestown, PA, USA
| | | | - Jorge Marrero
- Division of Gastroenterology, University of Michigan, Ann Arbor, MI, USA
| | - Timothy M Block
- Department of Microbiology and Immunology, Drexel Institute for Biotechnology and Virology, Drexel University College of Medicine, Doylestown, PA, USA
| | - Anand Mehta
- Department of Microbiology and Immunology, Drexel Institute for Biotechnology and Virology, Drexel University College of Medicine, Doylestown, PA, USA
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Fye HKS, Wright-Drakesmith C, Kramer HB, Camey S, da Costa AN, Jeng A, Bah A, Kirk GD, Sharif MIF, Ladep NG, Okeke E, Hainaut P, Taylor-Robinson SD, Kessler BM, Mendy ME. Protein profiling in hepatocellular carcinoma by label-free quantitative proteomics in two west African populations. PLoS One 2013; 8:e68381. [PMID: 23935864 PMCID: PMC3728326 DOI: 10.1371/journal.pone.0068381] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2012] [Accepted: 05/28/2013] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Hepatocellular Carcinoma is the third most common cause of cancer related death worldwide, often diagnosed by measuring serum AFP; a poor performance stand-alone biomarker. With the aim of improving on this, our study focuses on plasma proteins identified by Mass Spectrometry in order to investigate and validate differences seen in the respective proteomes of controls and subjects with LC and HCC. METHODS Mass Spectrometry analysis using liquid chromatography electro spray ionization quadrupole time-of-flight was conducted on 339 subjects using a pooled expression profiling approach. ELISA assays were performed on four significantly differentially expressed proteins to validate their expression profiles in subjects from the Gambia and a pilot group from Nigeria. Results from this were collated for statistical multiplexing using logistic regression analysis. RESULTS Twenty-six proteins were identified as differentially expressed between the three subject groups. Direct measurements of four; hemopexin, alpha-1-antitrypsin, apolipoprotein A1 and complement component 3 confirmed their change in abundance in LC and HCC versus control patients. These trends were independently replicated in the pilot validation subjects from Nigeria. The statistical multiplexing of these proteins demonstrated performance comparable to or greater than ALT in identifying liver cirrhosis or carcinogenesis. This exercise also proposed preliminary cut offs with achievable sensitivity, specificity and AUC statistics greater than reported AFP averages. CONCLUSIONS The validated changes of expression in these proteins have the potential for development into high-performance tests usable in the diagnosis and or monitoring of HCC and LC patients. The identification of sustained expression trends strengthens the suggestion of these four proteins as worthy candidates for further investigation in the context of liver disease. The statistical combinations also provide a novel inroad of analyses able to propose definitive cut-offs and combinations for evaluation of performance.
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Affiliation(s)
- Haddy K. S. Fye
- Nuffield Department of Medicine, Henry Wellcome Building for Molecular Physiology - University of Oxford, Oxford, Oxfordshire, United Kingdom
- Department of Disease Control and Elimination, MRC Unit (UK) The Gambia Laboratories, Fajara, Banjul, The Gambia
| | - Cynthia Wright-Drakesmith
- Nuffield Department of Medicine, Henry Wellcome Building for Molecular Physiology - University of Oxford, Oxford, Oxfordshire, United Kingdom
| | - Holger B. Kramer
- Nuffield Department of Medicine, Henry Wellcome Building for Molecular Physiology - University of Oxford, Oxford, Oxfordshire, United Kingdom
| | - Suzi Camey
- Laboratory Services and Bio-bank Group, International Agency for Research on Cancer, Lyon, France
- Departamento de Estatistica, Instituto de Matematica, Universidade Federal do Rio Grande do Sul, Rio Grande, Brazil
| | - Andre Nogueira da Costa
- Laboratory Services and Bio-bank Group, International Agency for Research on Cancer, Lyon, France
| | - Adam Jeng
- Department of Disease Control and Elimination, MRC Unit (UK) The Gambia Laboratories, Fajara, Banjul, The Gambia
| | - Alasana Bah
- Department of Disease Control and Elimination, MRC Unit (UK) The Gambia Laboratories, Fajara, Banjul, The Gambia
| | - Gregory D. Kirk
- Department of Epidemiology - Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, United States of America
| | - Mohamed I. F. Sharif
- Liver Unit - Division of Diabetes Endocrinology and Metabolism, Department of Medicine, Imperial College London, London, United Kingdom
| | - Nimzing G. Ladep
- Liver Unit - Division of Diabetes Endocrinology and Metabolism, Department of Medicine, Imperial College London, London, United Kingdom
| | - Edith Okeke
- Jos University Teaching Hospital, Jos, Plateau State, Nigeria
| | - Pierre Hainaut
- Laboratory Services and Bio-bank Group, International Agency for Research on Cancer, Lyon, France
- The International Prevention Research Institute, Lyon, France
| | - Simon D. Taylor-Robinson
- Liver Unit - Division of Diabetes Endocrinology and Metabolism, Department of Medicine, Imperial College London, London, United Kingdom
| | - Benedikt M. Kessler
- Nuffield Department of Medicine, Henry Wellcome Building for Molecular Physiology - University of Oxford, Oxford, Oxfordshire, United Kingdom
| | - Maimuna E. Mendy
- Laboratory Services and Bio-bank Group, International Agency for Research on Cancer, Lyon, France
- Department of Disease Control and Elimination, MRC Unit (UK) The Gambia Laboratories, Fajara, Banjul, The Gambia
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Kobayashi Y, Tateno H, Dohra H, Moriwaki K, Miyoshi E, Hirabayashi J, Kawagishi H. A novel core fucose-specific lectin from the mushroom Pholiota squarrosa. J Biol Chem 2012; 287:33973-82. [PMID: 22872641 DOI: 10.1074/jbc.m111.327692] [Citation(s) in RCA: 92] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
Fucα1-6 oligosaccharide has a variety of biological functions and serves as a biomarker for hepatocellular carcinoma because of the elevated presence of fucosylated α-fetoprotein (AFP) in this type of cancer. In this study we purified a novel Fucα1-6-specific lectin from the mushroom Pholiota squarrosa by ion-exchange chromatography and affinity chromatography on thyroglobulin-agarose. The purified lectin was designated as PhoSL (P. squarrosa lectin). SDS-PAGE, MALDI-TOF mass spectrometry, and N-terminal amino acid sequencing indicate that PhoSL has a molecular mass of 4.5 kDa and consists of 40 amino acids (NH(2)-APVPVTKLVCDGDTYKCTAYLDFGDGRWVAQWDTNVFHTG-OH). Isoelectric focusing of the lectin showed bands near pI 4.0. The lectin activity was stable between pH 2.0 and 11.0 and at temperatures ranging from 0 to 100 °C for incubation times of 30 min. When PhoSL was investigated with frontal affinity chromatography using 132 pyridylaminated oligosaccharides, it was found that the lectin binds only to core α1-6-fucosylated N-glycans and not to other types of fucosylated oligosaccharides, such as α1-2-, α1-3-, and α1-4-fucosylated glycans. Furthermore, PhoSL bound to α1-6-fucosylated AFP but not to non-fucosylated AFP. In addition, PhoSL was able to demonstrate the differential expression of α1-6 fucosylation between primary and metastatic colon cancer tissues. Thus, PhoSL will be a promising tool for analyzing the biological functions of α1-6 fucosylation and evaluating Fucα1-6 oligosaccharides as cancer biomarkers.
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Affiliation(s)
- Yuka Kobayashi
- m the J-Oil Mills, Inc., 11, Kagetoricho, Yokohama, Kanagawa 245-0064, Japan.
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Zhou Y, Yin X, Ying J, Zhang B. Golgi protein 73 versus alpha-fetoprotein as a biomarker for hepatocellular carcinoma: a diagnostic meta-analysis. BMC Cancer 2012; 12:17. [PMID: 22244200 PMCID: PMC3292967 DOI: 10.1186/1471-2407-12-17] [Citation(s) in RCA: 65] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2011] [Accepted: 01/16/2012] [Indexed: 01/30/2023] Open
Abstract
Backgrounds There have been conflicting reports about serum golgi protein 73 (GP73) as one of the most promising serum markers for the diagnosis of hepatocellular carcinoma (HCC). This study was to make a systematic review about the diagnostic accuracy of serum GP73 versus alpha-fetoprotein (AFP) for HCC. Methods After a systematic review of related studies, sensitivity, specificity and other measures about the accuracy of serum GP73 and AFP in the diagnosis of HCC were pooled using random-effects models. Summary receiver operating characteristic curve analysis was used to summarize the overall test performance. Results Eight studies were included in our meta-analysis. The summary estimates for serum GP73 and AFP in diagnosing HCC in the studies included were as follows: sensitivity, 76% (95% confidence interval (CI) 51-91%) vs. 70% (47-86%); specificity, 86% (95%CI 65-95%) vs. 89% (69-96%); diagnostic odds ratio (DOR), 18.59 (95%CI 5.33-64.91) vs. 18.00(9.41-34.46); and area under sROC, 0.88 (95%CI 0.77-0.99) vs. 0.86 (95%CI 0.84-0.87). Conclusions The current evidence indicates that serum GP73 has a comparable accuracy to AFP for the diagnosis of HCC, while the value of serum GP73 in combination with AFP for HCC detection deserves further investigation.
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Affiliation(s)
- Ying Zhou
- Live Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, People's Republic of China
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Choi J, Park Y, Kim JH, Kim HS. Evaluation of automated serum des-gamma-carboxyprothrombin (DCP) assays for detecting hepatocellular carcinoma. Clin Biochem 2011; 44:1464-8. [DOI: 10.1016/j.clinbiochem.2011.08.1144] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2011] [Revised: 08/13/2011] [Accepted: 08/24/2011] [Indexed: 01/12/2023]
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49
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Choi J, Park Y, Kim JH, Kim HS. Evaluation of revisited fucosylated alpha-fetoprotein (AFP-L3) with an autoanalyzer μTAS in a clinical laboratory. Clin Chim Acta 2011; 413:170-4. [PMID: 21946051 DOI: 10.1016/j.cca.2011.09.015] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2011] [Revised: 08/13/2011] [Accepted: 09/10/2011] [Indexed: 12/21/2022]
Abstract
BACKGROUND We assessed clinical and analytical performances of AFP and fucosylated AFP (AFP-L3) assays by a newly developed automated analyzer based on liquid-phase binding (micro-total analysis systems, μTAS). METHODS A total of 239 serum samples were obtained from 120 patients with hepatocellular carcinoma (HCC) and 119 without HCC. Precision of assays by the μTAS was evaluated, and the correlation between AFP-L3 and AFP levels was analyzed. Receiver operating characteristics curve-area under the curve (ROC-AUC) value was calculated to measure the diagnostic performance. RESULTS Imprecision for AFP (ng/ml), AFP-L3 (ng/ml), and AFP-L3 (%) with 2 levels of QC materials was all within 5% coefficient of variation. AFP levels measured by the μTAS were correlated well with those by the UniCel DxI 800 Access (r=0.83). AFP-L3 concentrations in HCC patients were higher than those in control group (median 379.2 ng/ml in HCC, 1.0 ng/ml in non-HCC, P<0.05). AUC of AFP-L3 was 0.91 which was significantly higher than that of AFP (0.88 by μTAS; 0.84 by UniCel DxI 800, P<0.05 for both). CONCLUSION AFP-L3 in HCC was significantly higher than that of control group. The μTAS showed good performances for routine uses in clinical laboratories for measuring AFP and AFP-L3.
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Affiliation(s)
- Jonghyeon Choi
- Department of Laboratory Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
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