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Omar MA, Omran MM, Farid K, Tabll AA, Shahein YE, Emran TM, Petrovic A, Lucic NR, Smolic R, Kovac T, Smolic M. Biomarkers for Hepatocellular Carcinoma: From Origin to Clinical Diagnosis. Biomedicines 2023; 11:1852. [PMID: 37509493 PMCID: PMC10377276 DOI: 10.3390/biomedicines11071852] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Revised: 06/15/2023] [Accepted: 06/21/2023] [Indexed: 07/30/2023] Open
Abstract
The incidence of hepatocellular carcinoma (HCC) and HCC-related deaths has increased over the last few decades. There are several risk factors of HCC such as viral hepatitis (B, C), cirrhosis, tobacco and alcohol use, aflatoxin-contaminated food, pesticides, diabetes, obesity, nonalcoholic fatty liver disease (NAFLD), and metabolic and genetic diseases. Diagnosis of HCC is based on different methods such as imaging ultrasonography (US), multiphasic enhanced computed tomography (CT), magnetic resonance imaging (MRI), and several diagnostic biomarkers. In this review, we examine the epidemiology of HCC worldwide and in Egypt as well as risk factors associated with the development of HCC and, finally, provide the updated diagnostic biomarkers for the diagnosis of HCC, particularly in the early stages of HCC. Several biomarkers are considered to diagnose HCC, including downregulated or upregulated protein markers secreted during HCC development, circulating nucleic acids or cells, metabolites, and the promising, recently identified biomarkers based on quantitative proteomics through the isobaric tags for relative and absolute quantitation (iTRAQ). In addition, a diagnostic model used to improve the sensitivity of combined biomarkers for the diagnosis of early HCC is discussed.
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Affiliation(s)
- Mona A. Omar
- Chemistry Department, Faculty of Science, Damietta University, New Damietta 34517, Egypt;
| | - Mohamed M. Omran
- Chemistry Department, Faculty of Science, Helwan University, Cairo 11795, Egypt;
| | - Khaled Farid
- Tropical Medicine Department, Faculty of Medicine, Mansoura University, Mansoura 35524, Egypt;
| | - Ashraf A. Tabll
- Microbial Biotechnology Department, National Research Centre, Cairo 12622, Egypt
- Immunology Department, Egypt Center for Research and Regenerative Medicine (ECRRM), Cairo 11517, Egypt
| | - Yasser E. Shahein
- Molecular Biology Department, National Research Centre, Cairo 12622, Egypt
| | - Tarek M. Emran
- Clinical Pathology Department, Faculty of Medicine, Al-Azhar University, New Damietta 34517, Egypt;
| | - Ana Petrovic
- Faculty of Dental Medicine and Health Osijek, Josip Juraj Strossmayer University of Osijek, 31000 Osijek, Croatia; (A.P.); (N.R.L.); (R.S.); (T.K.)
| | - Nikola R. Lucic
- Faculty of Dental Medicine and Health Osijek, Josip Juraj Strossmayer University of Osijek, 31000 Osijek, Croatia; (A.P.); (N.R.L.); (R.S.); (T.K.)
| | - Robert Smolic
- Faculty of Dental Medicine and Health Osijek, Josip Juraj Strossmayer University of Osijek, 31000 Osijek, Croatia; (A.P.); (N.R.L.); (R.S.); (T.K.)
| | - Tanja Kovac
- Faculty of Dental Medicine and Health Osijek, Josip Juraj Strossmayer University of Osijek, 31000 Osijek, Croatia; (A.P.); (N.R.L.); (R.S.); (T.K.)
| | - Martina Smolic
- Faculty of Dental Medicine and Health Osijek, Josip Juraj Strossmayer University of Osijek, 31000 Osijek, Croatia; (A.P.); (N.R.L.); (R.S.); (T.K.)
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Shaglouf LHF, Ranjpour M, Wajid S, Tandon R, Vasudevan KR, Jain SK. Elevated expression of ISY1, APOA-1, SYNE1, MTG1, and MMP10 at HCC initiation: HCC specific protein network involving interactions of key regulators of lipid metabolism, EGFR signaling, MAPK, and splicing pathways. PROTOPLASMA 2023; 260:651-662. [PMID: 35962262 DOI: 10.1007/s00709-022-01796-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/26/2022] [Accepted: 07/14/2022] [Indexed: 06/15/2023]
Abstract
Identification of molecular regulators of hepatocellular carcinoma (HCC) initiation and progression is not well understood. We chemically induced HCC in male Wistar rats by administration of diethyl nitrosamine (DEN) and 2-acetylaminofluorene (2-AFF). Using 2D-electrophoresis and MALDI-TOF-MS/MS analyses, we characterized differentially expressed proteins in liver tissues at early stage of HCC progression. Using RT-PCR analysis, we quantified the mRNA expression of the characterized proteins and validated the transcript expression with tumor tissues of clinically confirmed HCC patients. Using bioinformatic tools, we analyzed a network among the introduced proteins that identified their interacting partners and analyzed the molecular mechanisms associated with signaling pathways during HCC progression. We characterized a protein, namely, pre-mRNA splicing factor 1 homolog (ISY1), which is upregulated at both transcriptome and proteome levels at HCC initiation, progression, and tumor stages. We analyzed the interacting partners of ISY1, namely, APOA-1, SYNE1, MMP10, and MTG1. Real-time PCR analysis confirmed elevated expression of APOA-1 mRNA at HCC initiation, progression, and tumor stages in animals undergoing tumorigenesis. The mRNA expression of the interacting partners was validated with tumor tissues of clinically confirmed liver cancer patients; the analysis revealed significant elevation in expression of transcripts. The transcriptome and proteome analyses complement each other and dysregulation in mRNA and protein expression of these regulators may play critical role in HCC initiation and progression.
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Affiliation(s)
- Laila H Faraj Shaglouf
- Department of Biotechnology, School of Chemical and Life Sciences, Jamia Hamdard, New Delhi, 110062, India
| | - Maryam Ranjpour
- Department of Biotechnology, School of Chemical and Life Sciences, Jamia Hamdard, New Delhi, 110062, India.
| | - Saima Wajid
- Department of Biotechnology, School of Chemical and Life Sciences, Jamia Hamdard, New Delhi, 110062, India
| | - Rakesh Tandon
- Institute of Gastroenterology, PSRI Hospital, New Delhi, India
| | | | - Swatantra Kumar Jain
- Department of Medical Biochemistry, HIMSR, Jamia Hamdard, New Delhi, 110062, India
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Kim SC, Kim J, Kim DW, Choi Y, Park K, Cho EJ, Yu SJ, Kim-Ha J, Kim YJ. Methylation-sensitive high-resolution melting analysis of the USP44 promoter can detect early-stage hepatocellular carcinoma in blood samples. BMB Rep 2022; 55:553-558. [PMID: 36016503 PMCID: PMC9712700 DOI: 10.5483/bmbrep.2022.55.11.110] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Revised: 07/29/2022] [Accepted: 08/01/2022] [Indexed: 10/10/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is dangerous cancer that often evades early detection because it is asymptomatic and an effective detection method is lacking. For people with chronic liver inflammation who are at high risk of developing HCC, a sensitive detection method for HCC is needed. In a meta-analysis of The Cancer Genome Atlas pan-cancer methylation database, we identified a CpG island in the USP44 promoter that is methylated specifically in HCC. We developed methylation-sensitive high-resolution melting (MS-HRM) analysis to measure the methylation levels of the USP promoter in cell-free DNA isolated from patients. Our MS-HRM assay correctly identified 40% of patients with early-stage HCC, whereas the α-fetoprotein test, which is currently used to detect HCC, correctly identified only 25% of early-stage HCC patients. These results demonstrate that USP44 MS-HRM analysis is suitable for HCC surveillance. [BMB Reports 2022; 55(11): 553-558].
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Affiliation(s)
- Si-Cho Kim
- Interdisciplinary Program of Integrated OMICS for Biomedical Science, Yonsei University, Seoul 03722, Korea
| | - Jiwon Kim
- Department of Integrative Bioscience & Biotechnology, College of Life Sciences, Sejong University, Seoul 05006, Korea
| | - Da-Won Kim
- Interdisciplinary Program of Integrated OMICS for Biomedical Science, Yonsei University, Seoul 03722, Korea
| | - Yanghee Choi
- Department of Integrative Bioscience & Biotechnology, College of Life Sciences, Sejong University, Seoul 05006, Korea
| | - Kyunghyun Park
- Department of Integrative Bioscience & Biotechnology, College of Life Sciences, Sejong University, Seoul 05006, Korea
| | - Eun Ju Cho
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul 03080, Korea
| | - Su Jong Yu
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul 03080, Korea
| | - Jeongsil Kim-Ha
- Department of Integrative Bioscience & Biotechnology, College of Life Sciences, Sejong University, Seoul 05006, Korea
| | - Young-Joon Kim
- Interdisciplinary Program of Integrated OMICS for Biomedical Science, Yonsei University, Seoul 03722, Korea
- Department of Biochemistry, College of Life Science and Biotechnology, Yonsei University, Seoul 03722, Korea
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Kim SC, Kim J, Kim DW, Choi Y, Park K, Cho EJ, Yu SJ, Kim-Ha J, Kim YJ. Methylation-sensitive high-resolution melting analysis of the USP44 promoter can detect early-stage hepatocellular carcinoma in blood samples. BMB Rep 2022; 55:553-558. [PMID: 36016503 PMCID: PMC9712700] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Revised: 07/29/2022] [Accepted: 08/01/2022] [Indexed: 12/14/2022] Open
Abstract
Hepatocellular carcinoma (HCC) is dangerous cancer that often evades early detection because it is asymptomatic and an effective detection method is lacking. For people with chronic liver inflammation who are at high risk of developing HCC, a sensitive detection method for HCC is needed. In a meta-analysis of The Cancer Genome Atlas pan-cancer methylation database, we identified a CpG island in the USP44 promoter that is methylated specifically in HCC. We developed methylation-sensitive high-resolution melting (MS-HRM) analysis to measure the methylation levels of the USP promoter in cell-free DNA isolated from patients. Our MS-HRM assay correctly identified 40% of patients with early-stage HCC, whereas the α-fetoprotein test, which is currently used to detect HCC, correctly identified only 25% of early-stage HCC patients. These results demonstrate that USP44 MS-HRM analysis is suitable for HCC surveillance. [BMB Reports 2022; 55(11): 553-558].
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Affiliation(s)
- Si-Cho Kim
- Interdisciplinary Program of Integrated OMICS for Biomedical Science, Yonsei University, Seoul 03722, Korea
| | - Jiwon Kim
- Department of Integrative Bioscience & Biotechnology, College of Life Sciences, Sejong University, Seoul 05006, Korea
| | - Da-Won Kim
- Interdisciplinary Program of Integrated OMICS for Biomedical Science, Yonsei University, Seoul 03722, Korea
| | - Yanghee Choi
- Department of Integrative Bioscience & Biotechnology, College of Life Sciences, Sejong University, Seoul 05006, Korea
| | - Kyunghyun Park
- Department of Integrative Bioscience & Biotechnology, College of Life Sciences, Sejong University, Seoul 05006, Korea
| | - Eun Ju Cho
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul 03080, Korea
| | - Su Jong Yu
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul 03080, Korea
| | - Jeongsil Kim-Ha
- Department of Integrative Bioscience & Biotechnology, College of Life Sciences, Sejong University, Seoul 05006, Korea
| | - Young-Joon Kim
- Interdisciplinary Program of Integrated OMICS for Biomedical Science, Yonsei University, Seoul 03722, Korea
- Department of Biochemistry, College of Life Science and Biotechnology, Yonsei University, Seoul 03722, Korea
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Abstract
In this editorial, the roles of orosomucoid (ORM) in the diagnoses and follow-up assessments of both nonneoplastic diseases and liver tumors are discussed with respect to the publication by Zhu et al presented in the previous issue of World Journal of Gastroenterology (2020; 26(8): 840-817). ORM, or alpha-1 acid glycoprotein (AGP), is an acute-phase protein that constitutes 1% to 3% of plasma proteins in humans and is mainly synthesized in the liver. ORM exists in serum as two variants: ORM1 and ORM2. Although the variants share 89.6% sequence identity and have similar biological properties, ORM1 constitutes the main component of serum ORM. An interesting feature of ORM is that its biological effects differ according to variations in glycosylation patterns. This variable feature makes ORM an attractive target for diagnosing and monitoring many diseases, including those of the liver. Recent findings suggest that a sharp decrease in ORM level is an important marker for HBV-associated acute liver failure (ALF), and ORM1 plays an important role in liver regeneration. In viral hepatitis, increases in both ORM and its fucosylated forms and the correlation of these increases with fibrosis progression suggest that this glycoprotein can be used with other markers as a noninvasive method in the follow-up assessment of diseases. In addition, similar findings regarding the level of the asialylated form of ORM, called asialo-AGP (AsAGP), have been reported in a follow-up assessment of fibrosis in chronic liver disease. An increase in ORM in serum has also been shown to improve hepatocellular carcinoma (HCC) diagnosis performance when combined with other markers. In addition, determination of the ORM level has been useful in the diagnosis of HCC with AFP concentrations less than 500 ng/mL. For monitoring patients with AFP-negative HCC, a unique trifucosylated tetra-antennary glycan of ORM may also be used as a new potential marker. The fact that there are very few studies investigating the expression of this glycoprotein and its variants in liver tissues constitutes a potential limitation, especially in terms of revealing all the effects of ORM on carcinogenesis and tumor behavior. Current findings indicate that ORM2 expression is decreased in tumors, and this is related to the aggressive course of the disease. Parallel to this finding, in HCC cell lines, ORM2 decreases HCC cell migration and invasion, supporting reports of its tumor suppressor role. In conclusion, the levels of ORM and its different glycosylated variants are promising additional biomarkers for identifying ALF, for monitoring fibrosis in viral hepatitis, and for diagnosing early HCC. Although there is evidence that the loss of ORM2 expression in HCC is associated with poor prognosis, further studies are needed to support these findings. Additionally, investigations of ORM expression in borderline dysplastic nodules and hepatocellular adenomas, which pose diagnostic problems in the differential diagnosis of HCC, especially in biopsy samples, may shed light on whether ORM can be used in histopathological differential diagnosis.
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Affiliation(s)
- Gulsum Ozlem Elpek
- Department of Pathology, Akdeniz University Medical School, Antalya 07070, Turkey
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Ren Y, Yang L, Li M, Wang J, Yan H, Ma N, Liu W, Wang L, Gao X, Gao P, Li T, Liu D. 4210 Da and 1866 Da polypeptides as potential biomarkers of liver disease progression in hepatitis B virus patients. Sci Rep 2021; 11:16982. [PMID: 34417517 PMCID: PMC8379215 DOI: 10.1038/s41598-021-96581-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Accepted: 08/12/2021] [Indexed: 12/18/2022] Open
Abstract
HBV infection is recognized as a serious global health problem, and hepatitis B virus infection is a complicated chronic disease leading to liver cirrhosis (LC) and hepatocellular carcinoma (HCC). New biochemical serum markers could be used to advance the diagnosis and prognosis of HBV-associated liver diseases during the progression of chronic hepatitis B into cirrhosis and HCC. We determined whether the 4210 Da and 1866 Da polypeptides are serum metabolite biomarkers of hepatopathy with hepatitis B virus. A total of 570 subjects were divided into five groups: healthy controls, those with natural clearance, and patients with CHB, LC, and HCC. The 1866 Da and 4210 Da polypeptides were measured by Clin-ToF II MALDI-TOF-MS. There were significant differences in 4210 Da and 1866 Da levels among the five groups (P < 0.001). For the differential diagnosis of CHB from normal liver, the areas under the receiver operating characteristic (ROC) curve of 4210 Da and 1866 Da and their combination via logistic regression were 0.961, 0.849 and 0.967. For the differential diagnosis of LC from CHB, the areas under the ROC curve were 0.695, 0.841 and 0.826. For the differential diagnosis of HCC from CHB, the areas under the ROC curve were 0.744, 0.710 and 0.761, respectively. For the differential diagnosis of HCC from LC, the areas under the ROC curve of 4210 Da and 1866 Da were 0.580 and 0.654. The positive rate of 1866 Da was 45.5% and 69.0% in AFP-negative HCC patients and that of 4210 Da was 60.6% 58.6% in AFP-negative HCC patients of the study HCC vs. CHB and HCC vs. LC. The 4210 Da and 1866 Da polypeptide levels were positively correlated with HBV DNA levels (P < 0.001, r = 0.269; P < 0.001, r = 0.285). The 4210 Da and 1866 Da polypeptides had good diagnostic value for the occurrence and progression of HBV-related chronic hepatitis, liver cirrhosis and hepatocellular carcinoma and could serve to accurately guide treatment management and predict clinical outcomes.
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Affiliation(s)
- Yuanyuan Ren
- Hebei Key Laboratory of Environment and Human Health, Department of Epidemiology and Statistics, School of Public Health, Hebei Medical University, Shijiazhuang, 050017, China
- Department of Food Quality and Safety, College of Food Science and Biology, Hebei University of Science and Technology, Shijiazhuang, 050018, China
| | - Lei Yang
- Hebei Key Laboratory of Environment and Human Health, Department of Epidemiology and Statistics, School of Public Health, Hebei Medical University, Shijiazhuang, 050017, China
| | - Man Li
- Hebei Key Laboratory of Environment and Human Health, Department of Epidemiology and Statistics, School of Public Health, Hebei Medical University, Shijiazhuang, 050017, China
| | - Jian Wang
- Department of Epidemiology, Hebei North University, Zhangjiakou, 075000, China
| | - Huimin Yan
- Clinical Research Center, Shijiazhuang Fifth Hospital, Shijiazhuang, 050021, China
| | - Ning Ma
- Hebei Key Laboratory of Environment and Human Health, Department of Epidemiology and Statistics, School of Public Health, Hebei Medical University, Shijiazhuang, 050017, China
| | - Wenxuan Liu
- Hebei Key Laboratory of Environment and Human Health, Department of Epidemiology and Statistics, School of Public Health, Hebei Medical University, Shijiazhuang, 050017, China
| | - Liqin Wang
- Hebei Key Laboratory of Environment and Human Health, Department of Epidemiology and Statistics, School of Public Health, Hebei Medical University, Shijiazhuang, 050017, China
| | - Xia Gao
- Hebei Key Laboratory of Environment and Human Health, Department of Epidemiology and Statistics, School of Public Health, Hebei Medical University, Shijiazhuang, 050017, China
| | - Ping Gao
- Hebei Key Laboratory of Environment and Human Health, Department of Epidemiology and Statistics, School of Public Health, Hebei Medical University, Shijiazhuang, 050017, China
| | - Tao Li
- Hebei Key Laboratory of Environment and Human Health, Department of Epidemiology and Statistics, School of Public Health, Hebei Medical University, Shijiazhuang, 050017, China
| | - Dianwu Liu
- Hebei Key Laboratory of Environment and Human Health, Department of Epidemiology and Statistics, School of Public Health, Hebei Medical University, Shijiazhuang, 050017, China.
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Kim KH, Kim JY, Yoo JS. Mass spectrometry analysis of glycoprotein biomarkers in human blood of hepatocellular carcinoma. Expert Rev Proteomics 2019; 16:553-568. [DOI: 10.1080/14789450.2019.1626235] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Kwang Hoe Kim
- Biomedical Omics Group, Korea Basic Science Institute, Cheongju, Republic of Korea
| | - Jin Young Kim
- Biomedical Omics Group, Korea Basic Science Institute, Cheongju, Republic of Korea
| | - Jong Shin Yoo
- Biomedical Omics Group, Korea Basic Science Institute, Cheongju, Republic of Korea
- Graduate School of Analytical Science and Technology, Chungnam National University, Daejeon, Republic of Korea
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Smith SA, Waters NJ. Pharmacokinetic and Pharmacodynamic Considerations for Drugs Binding to Alpha-1-Acid Glycoprotein. Pharm Res 2018; 36:30. [PMID: 30593605 PMCID: PMC7089466 DOI: 10.1007/s11095-018-2551-x] [Citation(s) in RCA: 83] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2018] [Accepted: 11/28/2018] [Indexed: 12/13/2022]
Abstract
According to the free drug hypothesis only the unbound drug is available to act at physiological sites of action, and as such the importance of plasma protein binding primarily resides in its impact on pharmacokinetics and pharmacodynamics. Of the major plasma proteins, alpha-1-acid glycoprotein (AAG) represents an intriguing one primarily due to the high affinity, low capacity properties of this protein. In addition, there are marked species and age differences in protein expression, homology and drug binding affinity. As such, a thorough understanding of drug binding to AAG can help aid and improve the translation of pharmacokinetic/pharmacodynamic (PK/PD) relationships from preclinical species to human as well as adults to neonates. This review provides a comprehensive overview of our current understanding of the biochemistry of AAG; endogenous function, impact of disease, utility as a biomarker, and impact on PK/PD. Experimental considerations are discussed as well as recommendations for understanding the potential impact of AAG on PK through drug discovery and early development.
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Affiliation(s)
- Sherri A Smith
- Drug Metabolism, Pharmacokinetics and Bioanalytical, H3 Biomedicine, 300 Technology Square, Cambridge, Massachusetts, 02139, USA.
| | - Nigel J Waters
- Nonclinical Development, Relay Therapeutics, 215 First Street, Cambridge, Massachusetts, USA
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Analytical techniques for characterization of biological molecules - proteins and aptamers/oligonucleotides. Bioanalysis 2018; 11:103-117. [PMID: 30475073 DOI: 10.4155/bio-2018-0225] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
With the advent of the high-throughput technologies and exciting times for biology, the discipline of analytical methodology is experiencing a surge in the growth and the scope. Over the years, multitude of analytical techniques have evolved from a work-intensive, low sensitivity and high volume of reagent and sample consumption endeavor to automated, better selectivity, lower limit of quantification and cost-effective techniques for biological research. In this review, we give an overview of the currently available wide range of cell-based and noncell based and structural based analytical techniques, their principle and biological applications. The analytical techniques discussed in this paper includes surface plasmon resonance, electrophoresis, enzyme linked immunosorbent assay, Western blotting, flow cytometry, fluorescence activated cell sorting, mass spectrometry, nuclear magnetic resonance and x-ray crystallography.
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Omran MM, Emran TM, Farid K, Eltaweel FM, Omar MA, Bazeed FB. An Easy and Useful Noninvasive Score Based on α-1-acid Glycoprotein and C-Reactive Protein for Diagnosis of Patients with Hepatocellular Carcinoma Associated with Hepatitis C Virus Infection. J Immunoassay Immunochem 2016; 37:273-88. [PMID: 26685049 DOI: 10.1080/15321819.2015.1132229] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
This study aimed to evaluate the diagnostic value of α-1-acid glycoprotein (AGP) and C-reactive protein (CRP) and develop a predictive score to improve the diagnosis of hepatocellular carcinoma (HCC). AGP and CRP were measured in serum of 53 HCC patients and 20 liver cirrhosis (LC) patients, in addition to 15 healthy individuals. Area under receiver-operating characteristic curves (AUCs) was used to create a predictive score comprising AGP, CRP, alpha fetoprotein, and albumin. The diagnostic performances of score was determined and compared with AFP alone for the diagnosis of HCC. The combination of AGP, albumin, CRP, and AFP had AUC 0.92 and sensitivity 85% which was higher than AFP alone. The odds ratio of having HCC was 8.4 for AGP, 5.8 for CRP, 12.5 for AFP and 6.5 for albumin. Our score predicted HCC with an OR of 50.6 for HCC. The AUC of score in HCC with single tumor, absent vascular invasion and CLIP score (0-1) were 0.9, 0.9, 0.82, respectively, compared with 0.71, 0.71, 0.68, respectively, for AFP. In conclusion, a non-invasive and simple score based on AGP, CRP, AFP, and albumin could improve the accuracy of HCC diagnosis.
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Affiliation(s)
| | - Tarek M Emran
- b Clinical Pathology Department , Al-Azhar University , New Damietta , Egypt
| | - Khaled Farid
- c Tropical Medicine Department, Faculty of Medicine , Mansoura University , Mansoura , Egypt
| | | | - Mona A Omar
- d Chemistry Department , Damietta University , Egypt
| | - Fagr B Bazeed
- e Medical Biochemistry Department , Mansoura University , Egypt
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Yu H, Wang F, Lin L, Cao W, Liu Y, Qin L, Lu H, He F, Shen H, Yang P. Mapping and analyzing the human liver proteome: progress and potential. Expert Rev Proteomics 2016; 13:833-43. [PMID: 27448621 DOI: 10.1080/14789450.2016.1213132] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
INTRODUCTION The liver is an important organ in humans. Hepatocellular carcinoma (HCC) is one of the deadliest cancers in the world. Progress in the Human Liver Proteome Project (HLPP) has improved understanding of the liver and the liver cancer proteome. AREAS COVERED Here, we summarize the recent progress in liver proteome modification profiles, proteomic studies in liver cancer, proteomic study in the search for novel liver cancer biomarkers and drug targets, and progress of the Chromosome Centric Human Proteome Project (CHPP) in the past five years in the Institutes of Biomedical Sciences (IBS) of Fudan University. Expert commentary: Recent advances and findings discussed here provide great promise of improving the outcome of patients with liver cancer.
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Affiliation(s)
- Hongxiu Yu
- a Department of Systems Biology for Medicine, School of Basic Medical Sciences , Fudan University , Shanghai , China.,b Minhang Hospital and Institutes of Biomedical Sciences , Fudan University , Shanghai , China
| | - Fang Wang
- a Department of Systems Biology for Medicine, School of Basic Medical Sciences , Fudan University , Shanghai , China
| | - Ling Lin
- a Department of Systems Biology for Medicine, School of Basic Medical Sciences , Fudan University , Shanghai , China
| | - Weiqian Cao
- a Department of Systems Biology for Medicine, School of Basic Medical Sciences , Fudan University , Shanghai , China
| | - Yinkun Liu
- c China Liver Cancer Institute, Zhongshan Hospital , Fudan University , Shanghai , China
| | - Lunxiu Qin
- c China Liver Cancer Institute, Zhongshan Hospital , Fudan University , Shanghai , China
| | - Haojie Lu
- b Minhang Hospital and Institutes of Biomedical Sciences , Fudan University , Shanghai , China
| | - Fuchu He
- d State Key Laboratory of Proteomics, Beijing Proteome Research Center , Beijing Institute of Radiation Medicine , Beijing , China
| | - Huali Shen
- a Department of Systems Biology for Medicine, School of Basic Medical Sciences , Fudan University , Shanghai , China.,b Minhang Hospital and Institutes of Biomedical Sciences , Fudan University , Shanghai , China
| | - Pengyuan Yang
- a Department of Systems Biology for Medicine, School of Basic Medical Sciences , Fudan University , Shanghai , China.,b Minhang Hospital and Institutes of Biomedical Sciences , Fudan University , Shanghai , China
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Wei XJ, Li F, Yang FY, Duan CH. Serum protein biomarkers screening in patients with ischemic stroke by LC-MS/MS. Int J Neurosci 2015; 126:692-9. [DOI: 10.3109/00207454.2015.1033713] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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13
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Proteomic and metabonomic biomarkers for hepatocellular carcinoma: a comprehensive review. Br J Cancer 2015; 112:1141-56. [PMID: 25826224 PMCID: PMC4385954 DOI: 10.1038/bjc.2015.38] [Citation(s) in RCA: 87] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2014] [Revised: 11/04/2014] [Accepted: 12/20/2014] [Indexed: 12/12/2022] Open
Abstract
Hepatocellular carcinoma (HCC) ranks third in overall global cancer-related mortality. Symptomatic presentation often means advanced disease where potentially curative treatment options become very limited. Numerous international guidelines propose the routine monitoring of those with the highest risk factors for the condition in order to diagnose potential tumourigenesis early. To aid this, the fields of metabonomic- and proteomic-based biomarker discovery have applied advanced tools to identify early changes in protein and metabolite expression in HCC patients vs controls. With robust validation, it is anticipated that from these candidates will rise a high-performance non-invasive test able to diagnose early HCC and related conditions. This review gathers the numerous markers proposed by studies using mass spectrometry and proton nuclear magnetic resonance spectroscopy and evaluates areas of consistency as well as discordance.
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Ferrín G, Rodríguez-Perálvarez M, Aguilar-Melero P, Ranchal I, Llamoza C, Linares CI, González-Rubio S, Muntané J, Briceño J, López-Cillero P, Montero-Álvarez JL, de la Mata M. Plasma protein biomarkers of hepatocellular carcinoma in HCV-infected alcoholic patients with cirrhosis. PLoS One 2015; 10:e0118527. [PMID: 25789864 PMCID: PMC4366144 DOI: 10.1371/journal.pone.0118527] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2014] [Accepted: 11/26/2014] [Indexed: 12/18/2022] Open
Abstract
Hepatocellular carcinoma (HCC) is one of the most common and lethal cancers in the world, with limited options for treatment unless timely diagnosed. Chronic hepatitis C virus (HCV) infection and persistent heavy alcohol consumption are independent risk factors for HCC development, which may induce a specific protein expression pattern different from those caused separately. The aim of the study was to identify protein biomarkers for the detection of HCC in HCV-infected alcoholic patients with cirrhosis in order to improve survival. We compared protein expression profiles of plasma samples from 52 HCV-infected alcoholic patients with and without HCC, using 2-D DIGE coupled with MALDI-TOF/TOF mass spectrometry. The 2-D DIGE results were analyzed statistically using Decyder software, and verified by western-blot and ELISA. In plasma samples from HCV-infected alcoholic patients, we found significantly differential expression profiles of carboxypeptidase-N, ceruloplasmin (CP), complement component 4a (C4a), fibrinogen-alpha (FGA), immunoglobulin mu chain C region, serum albumin, and serum paraoxonase/arylesterase 1 (PON1). Deregulation of plasma/serum levels of the identified proteins was associated to HCV, ethanol consumption, and/or HCC progression. In the validation through ELISA, C4a serum concentration was increased in HCC patients (2.4±1 ng/mg vs 1.8±0.6 ng/mg; p = 0.029), being the only independent predictor of HCC in the multivariate analysis (OR = 2.15; p = 0.015), with an AUROC = 0.70. The combination of C4a, FGA, CP and PON1 improved slightly the predictive ability of C4a alone (AUROC 0.81). In conclusion, we identified proteins related to acute-phase response, oxidative stress, or immune response, whose differential expression in plasma may be attributed to the presence of HCC. Among them, C4a, and its combination with CP, FGA and PON1, could be considered as potentially reliable biomarkers for the detection of HCC in HCV-infected alcoholic patients.
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Affiliation(s)
- Gustavo Ferrín
- Maimónides Institute for Biomedical Research in Córdoba (IMBIC), Reina Sofía University Hospital, Córdoba, Spain
- Biomedical Research Centre Network, Digestive and Liver Diseases (CIBERehd), Córdoba, Spain
- * E-mail:
| | - Manuel Rodríguez-Perálvarez
- Maimónides Institute for Biomedical Research in Córdoba (IMBIC), Reina Sofía University Hospital, Córdoba, Spain
- Biomedical Research Centre Network, Digestive and Liver Diseases (CIBERehd), Córdoba, Spain
- Hepatology and Liver Transplantation Unit, Reina Sofía University Hospital, Córdoba, Spain
| | - Patricia Aguilar-Melero
- Maimónides Institute for Biomedical Research in Córdoba (IMBIC), Reina Sofía University Hospital, Córdoba, Spain
| | - Isidora Ranchal
- Maimónides Institute for Biomedical Research in Córdoba (IMBIC), Reina Sofía University Hospital, Córdoba, Spain
- Biomedical Research Centre Network, Digestive and Liver Diseases (CIBERehd), Córdoba, Spain
| | - Camilo Llamoza
- Hepatology and Liver Transplantation Unit, Reina Sofía University Hospital, Córdoba, Spain
| | - Clara I. Linares
- Maimónides Institute for Biomedical Research in Córdoba (IMBIC), Reina Sofía University Hospital, Córdoba, Spain
| | - Sandra González-Rubio
- Maimónides Institute for Biomedical Research in Córdoba (IMBIC), Reina Sofía University Hospital, Córdoba, Spain
| | - Jordi Muntané
- Maimónides Institute for Biomedical Research in Córdoba (IMBIC), Reina Sofía University Hospital, Córdoba, Spain
- Biomedical Research Centre Network, Digestive and Liver Diseases (CIBERehd), Córdoba, Spain
| | - Javier Briceño
- Maimónides Institute for Biomedical Research in Córdoba (IMBIC), Reina Sofía University Hospital, Córdoba, Spain
- Biomedical Research Centre Network, Digestive and Liver Diseases (CIBERehd), Córdoba, Spain
- Hepatology and Liver Transplantation Unit, Reina Sofía University Hospital, Córdoba, Spain
| | - Pedro López-Cillero
- Maimónides Institute for Biomedical Research in Córdoba (IMBIC), Reina Sofía University Hospital, Córdoba, Spain
- Biomedical Research Centre Network, Digestive and Liver Diseases (CIBERehd), Córdoba, Spain
- Hepatology and Liver Transplantation Unit, Reina Sofía University Hospital, Córdoba, Spain
| | - José Luis Montero-Álvarez
- Maimónides Institute for Biomedical Research in Córdoba (IMBIC), Reina Sofía University Hospital, Córdoba, Spain
- Biomedical Research Centre Network, Digestive and Liver Diseases (CIBERehd), Córdoba, Spain
- Hepatology and Liver Transplantation Unit, Reina Sofía University Hospital, Córdoba, Spain
| | - Manuel de la Mata
- Maimónides Institute for Biomedical Research in Córdoba (IMBIC), Reina Sofía University Hospital, Córdoba, Spain
- Biomedical Research Centre Network, Digestive and Liver Diseases (CIBERehd), Córdoba, Spain
- Hepatology and Liver Transplantation Unit, Reina Sofía University Hospital, Córdoba, Spain
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Abstract
AbstractLung cancer is one of the most common cancers in terms of both incidence and mortality.The major reasons for the increasing number of deaths from lung cancer are late detection and lack of effective therapies. To improve our understanding of lung cancer biology, there is urgent need for blood-based, non-invasive molecular tests to assist in its detection in a cost-effective manner at an early stage when curative interventions are still possible. Recent advances in proteomic technology have provided extensive, high throughput analytical tools for identification, characterization and functional studies of proteomes. Changes in protein expression patterns in response to stimuli can serve as indicators or biomarkers of biological and pathological processes as well as physiological and pharmacological responses to drug treatment, thus aiding in early diagnosis and prognosis of disease. However, only a few biomarkers have been approved by the FDA to date for screening and diagnostic purposes. This review provides a brief overview of currently available proteomic techniques, their applications and limitations and the current state of knowledge about important serum biomarkers in lung cancer and their potential value as prognostic and diagnostic tools.
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Yin P, Xu G. Metabolomics for tumor marker discovery and identification based on chromatography–mass spectrometry. Expert Rev Mol Diagn 2014; 13:339-48. [DOI: 10.1586/erm.13.23] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
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17
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Tu WJ, Liu XY, Dong H, Yu Y, Wang Y, Chen H. Phosphatidylinositol-3,4,5-Trisphosphate 5-Phosphatase 1: A Meaningful and Independent Marker to Predict Stroke in the Chinese Population. J Mol Neurosci 2013; 52:507-14. [PMID: 24352714 DOI: 10.1007/s12031-013-0206-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2013] [Accepted: 12/05/2013] [Indexed: 02/07/2023]
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18
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Ueda K. Glycoproteomic strategies: From discovery to clinical application of cancer carbohydrate biomarkers. Proteomics Clin Appl 2013; 7:607-17. [PMID: 23640819 DOI: 10.1002/prca.201200123] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2012] [Accepted: 12/27/2012] [Indexed: 12/15/2022]
Abstract
Carbohydrate antigens are the most frequently and traditionally used biomarkers for cancer, such as CA19-9, CA125, DUPAN-II, AFP-L3, and many others. The diagnostic potential of them was simply based on the cancer-specific alterations of glycan structures on particular glycoproteins in serum/plasma. In spite of the facts that glycosylation disorders are feasible for cancer biomarkers and glycomic analysis technologies to explore them have been rapidly developed, it remains difficult to sensitively screen glycan structure changes on cancer-associated glycoproteins from clinical specimens. Moreover, a lot of additional issues should be appropriately addressed for the clinical application of newly identified glycosylation biomarkers, including analytical throughput, quantitative confirmation of structural changes, and biological explanation for the alterations. In the last decade, significant improvement of mass spectrometric techniques is being made in the aspects of both hardware spec and preanalytical purification procedures for glycoprotein analysis. Here we review potential approaches to perform comprehensive analysis of glycoproteomic biomarker screening from serum/plasma and to realize high-throughput validation of site-specific oligosaccharide variations. The power and problems of mass spectrometric applications on the clinical use of carbohydrate biomarkers are also discussed in this review.
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Affiliation(s)
- Koji Ueda
- Laboratory for Biomarker Development, Center for Genomic Medicine, RIKEN, Minato-ku, Tokyo, Japan.
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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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20
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Relative quantification of biomarkers using mixed-isotope labeling coupled with MS. Bioanalysis 2013; 4:2525-41. [PMID: 23157360 DOI: 10.4155/bio.12.208] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
The identification and quantification of important biomarkers is a critical first step in the elucidation of biological systems. Biomarkers take many forms as cellular responses to stimuli and can be manifested during transcription, translation, and/or metabolic processing. Increasingly, researchers have relied upon mixed-isotope labeling (MIL) coupled with MS to perform relative quantification of biomarkers between two or more biological samples. MIL effectively tags biomarkers of interest for ease of identification and quantification within the mass spectrometer by using isotopic labels that introduce a heavy and light form of the tag. In addition to MIL coupled with MS, a number of other approaches have been used to quantify biomarkers including protein gel staining, enzymatic labeling, metabolic labeling, and several label-free approaches that generate quantitative data from the MS signal response. This review focuses on MIL techniques coupled with MS for the quantification of protein and small-molecule biomarkers.
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21
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Zhao W, Yang Z, Liu X, Tian Q, Lv Y, Liang Y, Li C, Gao X, Chen L. Identification of α1-antitrypsin as a potential prognostic biomarker for advanced nonsmall cell lung cancer treated with epidermal growth factor receptor tyrosine kinase inhibitors by proteomic analysis. J Int Med Res 2013; 41:573-83. [PMID: 23613495 DOI: 10.1177/0300060513476582] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
OBJECTIVE This retrospective study attempted to identify serum biomarkers that could help to indicate treatment response in advanced nonsmall-cell lung cancer (NSCLC) patients receiving epidermal growth factor receptor-tyrosine kinase inhibitor (EGFR-TKI) treatment. METHODS Two-dimensional fluorescence difference gel electrophoresis and matrix-assisted laser desorption/ionization time-of-flight mass spectrometry were used to identify proteins expressed in serum samples from NSCLC patients with long (>6-month) progression-free survival (PFS) periods, following EGFR-TKI treatment. RESULTS Serum amyloid P component (APCS), α1-antitrypsin (AAT), fibrinogen-α (FGA), keratin type I cytoskeletal 10 (KRT10) and serotransferrin (TF) expression differed between samples taken from 18 patients before treatment (baseline) and when progressive disease (PD) was observed, during treatment. Changes in AAT, KRT10 and APCS levels were validated by Western blot analysis in the sample pool; findings were further validated by Western blot analysis in a random sample of four patients. These proteins were also present in serum samples obtained from the same patients at the partial response (PR) timepoint during EGFR-TKI treatment. AAT was upregulated at PD compared with baseline, but downregulated during the PR phase. CONCLUSION These observations suggest that AAT could be used as a serological biomarker for predicting the utility of EGFR-TKI treatment for advanced NSCLC.
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Affiliation(s)
- Wei Zhao
- Respiratory Institute, People's Liberation Army General Hospital, Beijing, China
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22
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Megger DA, Bracht T, Kohl M, Ahrens M, Naboulsi W, Weber F, Hoffmann AC, Stephan C, Kuhlmann K, Eisenacher M, Schlaak JF, Baba HA, Meyer HE, Sitek B. Proteomic differences between hepatocellular carcinoma and nontumorous liver tissue investigated by a combined gel-based and label-free quantitative proteomics study. Mol Cell Proteomics 2013; 12:2006-20. [PMID: 23462207 DOI: 10.1074/mcp.m113.028027] [Citation(s) in RCA: 93] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Proteomics-based clinical studies have been shown to be promising strategies for the discovery of novel biomarkers of a particular disease. Here, we present a study of hepatocellular carcinoma (HCC) that combines complementary two-dimensional difference in gel electrophoresis (2D-DIGE) and liquid chromatography (LC-MS)-based approaches of quantitative proteomics. In our proteomic experiments, we analyzed a set of 14 samples (7 × HCC versus 7 × nontumorous liver tissue) with both techniques. Thereby we identified 573 proteins that were differentially expressed between the experimental groups. Among these, only 51 differentially expressed proteins were identified irrespective of the applied approach. Using Western blotting and immunohistochemical analysis the regulation patterns of six selected proteins from the study overlap (inorganic pyrophosphatase 1 (PPA1), tumor necrosis factor type 1 receptor-associated protein 1 (TRAP1), betaine-homocysteine S-methyltransferase 1 (BHMT)) were successfully verified within the same sample set. In addition, the up-regulations of selected proteins from the complements of both approaches (major vault protein (MVP), gelsolin (GSN), chloride intracellular channel protein 1 (CLIC1)) were also reproducible. Within a second independent verification set (n = 33) the altered protein expression levels of major vault protein and betaine-homocysteine S-methyltransferase were further confirmed by Western blots quantitatively analyzed via densitometry. For the other candidates slight but nonsignificant trends were detectable in this independent cohort. Based on these results we assume that major vault protein and betaine-homocysteine S-methyltransferase have the potential to act as diagnostic HCC biomarker candidates that are worth to be followed in further validation studies.
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Affiliation(s)
- Dominik A Megger
- Medizinisches Proteom-Center, Ruhr-Universität Bochum, Bochum, Germany
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Kočevar N, Hudler P, Komel R. The progress of proteomic approaches in searching for cancer biomarkers. N Biotechnol 2013; 30:319-26. [DOI: 10.1016/j.nbt.2012.11.011] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2012] [Accepted: 11/05/2012] [Indexed: 12/28/2022]
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Serum biomarkers identification by mass spectrometry in high-mortality tumors. INTERNATIONAL JOURNAL OF PROTEOMICS 2013; 2013:125858. [PMID: 23401773 PMCID: PMC3562576 DOI: 10.1155/2013/125858] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Download PDF] [Subscribe] [Scholar Register] [Received: 08/10/2012] [Revised: 11/16/2012] [Accepted: 12/11/2012] [Indexed: 02/08/2023]
Abstract
Cancer affects millions of people worldwide. Tumor mortality is substantially due to diagnosis at stages that are too late for therapies to be effective. Advances in screening methods have improved the early diagnosis, prognosis, and survival for some cancers. Several validated biomarkers are currently used to diagnose and monitor the progression of cancer, but none of them shows adequate specificity, sensitivity, and predictive value for population screening. So, there is an urgent need to isolate novel sensitive, specific biomarkers to detect the disease early and improve prognosis, especially in high-mortality tumors. Proteomic techniques are powerful tools to help in diagnosis and monitoring of treatment and progression of the disease. During the last decade, mass spectrometry has assumed a key role in most of the proteomic analyses that are focused on identifying cancer biomarkers in human serum, making it possible to identify and characterize at the molecular level many proteins or peptides differentially expressed. In this paper we summarize the results of mass spectrometry serum profiling and biomarker identification in high mortality tumors, such as ovarian, liver, lung, and pancreatic cancer.
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Transformation of human ovarian surface epithelial cells by Krüppel-like factor 8. Oncogene 2012; 33:10-8. [PMID: 23222713 PMCID: PMC3975924 DOI: 10.1038/onc.2012.545] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2012] [Revised: 09/07/2012] [Accepted: 10/23/2012] [Indexed: 12/30/2022]
Abstract
Previously we demonstrated that Krüppel-like factor 8 (KLF8) participates in oncogenic transformation of mouse fibroblasts and is highly overexpressed in human ovarian cancer. In this work, we first correlated KLF8 overexpression with the aggressiveness of ovarian patient tumors and then tested if KLF8 could transform human ovarian epithelial cells. Using the immortalized non-tumorigenic human ovarian surface epithelial cell line T80 and retroviral infection, we generated cell lines that constitutively overexpress KLF8 alone or its combination with the known ovarian oncogenes c-Myc, Stat3c and/or Akt and examined the cell lines for anchorage-independent growth and tumorigenesis. The soft agar clonogenic assay showed that T80/KLF8 cells formed significantly more colonies than the mock cells. Interestingly, the cells expressing both KLF8 and c-Myc formed the largest amounts of colonies greater than the sum of colonies formed by the cells expressing KLF8 and c-Myc alone. These results suggested that KLF8 might be a weak oncogene that works cooperatively with c-Myc to transform ovarian cells. Surprisingly, overexpression of KLF8 alone was sufficient to induce tumorigenesis in nude mice resulting in short life span whether the T80/KLF8 cells were injected subcutaneously, intraperitoneally or orthotopically into the ovarian bursa. Histopathological studies confirmed that the T80/KLF8 tumors were characteristic of human serous ovarian carcinomas. Comparative expression profiling and functional studies identified the cell cycle regulators cyclin D1 and USP44 as primary KLF8 targets and effectors for the T80 transformation. Overall, we identified KLF8 overexpression as an important factor in human ovarian carcinoma pathogenesis.
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Hadziyannis E, Sialevris K, Georgiou A, Koskinas J. Analysis of serum α-fetoprotein-L3% and des-γ carboxyprothrombin markers in cases with misleading hepatocellular carcinoma total α-fetoprotein levels. Oncol Rep 2012; 29:835-9. [PMID: 23174906 DOI: 10.3892/or.2012.2147] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2012] [Accepted: 11/12/2012] [Indexed: 12/19/2022] Open
Abstract
Serum fraction of α-fetoprotein L3 (AFP-L3%) and des-γ carboxyprothrombin (DCP) are proposed serum markers for the diagnosis of hepatocellular carcinoma (HCC). We evaluated their performance in two patient populations with total AFP levels non-diagnostic for HCC. From a cohort of 150 consecutive patients with HCC, 60 patients with total AFP <200 ng/ml were identified. Additionally, 50 patients with elevated AFP and no radiological evidence of HCC, for at least one year of follow-up, were included. AFP-L3% and DCP were measured by the Liquid Phase Binding Assay System (LiBASys). In cases where AFP-L3% was undetectable, a more sensitive method based on-chip electrokinetic reaction was applied. AFP-L3% was found to be positive in 22 (36.7%) of patients with HCC and 6 (12%) of non-HCC patients. DCP was found to be positive in 26 patients with HCC (43%) and in none of the non-HCC patients. Thirty-six out of sixty (60%) patients with HCC were positive for either AFP-L3% or DCP. With the on-chip technology, AFP-L3% was found to be positive in 10 patients with HCC and in 5 patients without HCC, who tested negative by LiBASys. The final sensitivity of combined AFP, AFP-L3% and DCP testing, in the entire cohort of patients with HCC, was 84%. The specificity of AFP-L3% and DCP in the studied population was 78.5 and 100%, respectively. The addition of AFP-L3% and DCP increased the sensitivity and specificity of total serum AFP for the diagnosis of HCC. The on chip AFP-L3% assay was more sensitive but less specific compared to LiBASys.
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Affiliation(s)
- Emilia Hadziyannis
- Academic Department of Medicine, National and Kapodistrian University of Athens, Hippokration General Hospital, Athens 11527, Greece.
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27
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Kong DH, Jung JW, Na K, Jeong SK, Paik YK, Jung SH, Suh IB, Kim YM, Ha KS. Normalization using a tagged-internal standard assay for analysis of antibody arrays and the evaluation of serological biomarkers for liver disease. Anal Chim Acta 2012; 718:92-8. [PMID: 22305903 DOI: 10.1016/j.aca.2011.12.055] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2011] [Revised: 12/09/2011] [Accepted: 12/16/2011] [Indexed: 01/08/2023]
Abstract
For minimizing systemic experimental variation in the analysis of antibody array data, we developed a novel median-centered/IgM-tagged-internal standard (TIS) assay normalization using median-centering and TIS assay-based determination of serum IgM concentrations. We evaluated five normalization methods by analyzing correlation coefficients and coefficients of variation for six serum proteins using human serum samples from normal controls (n=25) and patients with liver cirrhosis (n=25) or hepatocellular carcinoma (HCC; n=29). Median-centered normalization improved correlation coefficients, while IgM-based normalizations improved coefficients of variation. The TIS assay was more efficient, economical, and reproducible for determining IgM concentrations than enzyme-linked immunosorbent assay. Additionally, we normalized antibody array data for six serum proteins using the median-centered/IgM-TIS assay, and evaluated serum biomarkers through distribution analysis of normalized fluorescence intensities and receiver operating characteristic analyses for the diagnosis of liver cirrhosis and HCC. Apolipoprotein A-1 and a combination of alpha-fetoprotein and C-reactive protein were determined to be potential serological biomarkers for liver cirrhosis and HCC, respectively. Thus, median-centered/IgM-TIS assay normalization is a useful approach for analyzing antibody array data and evaluating serological biomarkers for the diagnosis of liver disease or cancers.
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Affiliation(s)
- Deok-Hoon Kong
- Department of Molecular and Cellular Biochemistry, Kangwon National University School of Medicine, Chuncheon, Kangwon-Do, Republic of Korea
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Narayanasamy A, Ahn JM, Sung HJ, Kong DH, Ha KS, Lee SY, Cho JY. Fucosylated glycoproteomic approach to identify a complement component 9 associated with squamous cell lung cancer (SQLC). J Proteomics 2011; 74:2948-58. [PMID: 21840429 DOI: 10.1016/j.jprot.2011.07.019] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2011] [Revised: 07/18/2011] [Accepted: 07/23/2011] [Indexed: 02/06/2023]
Abstract
Human lung cancer is a major cause of cancer mortality worldwide. Understanding the pathophysiological features and the development of novel biomarkers for diagnosis as well as treatment are major tasks. In the present study, sera from ten SQLC patients and healthy control (HEC) were collected and pooled, respectively. The pooled sera were depleted via an immunoaffinity method and further subjected to fucosylation enrichment. Enriched fucosylated glycoproteins were resolved by SDS-PAGE and subsequently analyzed by LC-ESI-MS/MS. From comparative proteomic analysis, we selected the C9 protein. C9 protein levels were validated by Western blot, protein arrays and the fucosylation levels of C9 by hybrid lectin ELISA (HLE) in the sera of 120 HEC and 118 SQLC patients. The C9 protein level was 6.4-fold higher in SQLC patients compared to HEC, as determined by Western blot analysis. The results were concurrently confirmed by a protein array that showed a C9 level significantly higher in SQLC patients, as compared to HEC, with a sensitivity of 53% and a specificity of 89%. C9 fucosylation levels were significantly higher in SQLC patients compared to HEC (p<0.05) when tested by HLE. These findings suggest that C9 and fucosylated form could serve as a useful marker for SQLC.
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Affiliation(s)
- Arul Narayanasamy
- Department of Biochemistry, School of Dentistry, Kyungpook National University, & ProtAnBio Daegu, South Korea
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Simula MP, De Re V. Hepatitis C virus-induced oxidative stress and mitochondrial dysfunction: a focus on recent advances in proteomics. Proteomics Clin Appl 2011; 4:782-93. [PMID: 21137022 DOI: 10.1002/prca.201000049] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
The natural history of chronic hepatitis C virus (HCV) infection presents two major aspects. On one side, the illness is by itself benign, whereas, on the other side, epidemiological evidence clearly identifies chronic HCV infection as the principal cause of cirrhosis, hepatocellular carcinoma, and extrahepatic diseases, such as autoimmune type II mixed cryoglobulinemia and some B cell non-Hodgkin's lymphomas. The mechanisms responsible for the progression of liver disease to severe liver injury are still poorly understood. Nonetheless, considerable biological data and studies from animal models suggest that oxidative stress contributes to steatohepatitis and that the increased generation of reactive oxygen and nitrogen species, together with the decreased antioxidant defense, promotes the development of hepatic and extrahepatic complications of HCV infection. The principal mechanisms causing oxidative stress in HCV-positive subjects have only been partially elucidated and have identified chronic inflammation, iron overload, ER stress, and a direct activity of HCV proteins in increasing mitochondrial ROS production, as key events. This review summarizes current knowledge regarding mechanisms of HCV-induced oxidative stress with its long-term effects in the context of HCV-related diseases, and includes a discussion of recent contributions from proteomics studies.
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Affiliation(s)
- Maria Paola Simula
- Experimental and Clinical Pharmacology Unit, CRO Centro di Riferimento Oncologico, IRCCS National Cancer Institute, AVIANO (PN), Italy
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Rhea JM, Diwan CA, Molinaro RJ. Mass spectrometry-coupled techniques for viral-related disease biomarker identification. Biomark Med 2011; 4:859-70. [PMID: 21133707 DOI: 10.2217/bmm.10.110] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
The advent of high-resolution mass spectrometers coupled with proteomic techniques has facilitated the discovery and characterization of novel viral proteins and the detection of virus-induced changes in the cellular proteome. These advances have enabled a more comprehensive characterization of viral interactions involved in infection and pathogenesis, and allowed the discovery of viral biomarkers. This article focuses on the role of mass spectrometry proteomic techniques to identify and characterize both prospective and verified viral biomarkers, and their implications on the diagnosis of disease.
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Affiliation(s)
- Jeanne M Rhea
- Department of Pathology & Laboratory Medicine, Emory University School of Medicine, Atlanta, GA 30322, USA
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Tousi F, Hancock WS, Hincapie M. Technologies and strategies for glycoproteomics and glycomics and their application to clinical biomarker research. ANALYTICAL METHODS : ADVANCING METHODS AND APPLICATIONS 2011; 3:20-32. [PMID: 32938106 DOI: 10.1039/c0ay00413h] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Several approaches and technologies are currently available to study the glycosylated proteome (glycoproteomics) or the entire repertoire of glycans in a biological system (glycomics). The biological importance of glycosylation has driven the development of novel, sensitive separation and detection methods. New and improved methodologies, such as high throughput array systems and liquid chromatography-mass spectrometry for glycan profiling and sequencing, are emerging and are being applied in clinical research. A major thrust of glycoproteomics and glycomic clinical research is the application of these analytical tools to cancer research and is aimed at the discovery of glycan-based biomarkers for diagnosis of early stage human cancers, monitoring disease progression, measuring response to therapy, and detecting recurrence. The identification of cancer biomarkers requires a multidisciplinary approach and therefore this review discusses the strategies, technologies and methods currently used for N-glycoprotein/glycanbiomarker research.
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Affiliation(s)
- Fateme Tousi
- Barnett Institute and Department of Chemistry and Chemical Biology, Northeastern University, Boston, MA 02115, USA.
| | - William S Hancock
- Barnett Institute and Department of Chemistry and Chemical Biology, Northeastern University, Boston, MA 02115, USA.
| | - Marina Hincapie
- Barnett Institute and Department of Chemistry and Chemical Biology, Northeastern University, Boston, MA 02115, USA.
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Uto H, Kanmura S, Takami Y, Tsubouchi H. Clinical proteomics for liver disease: a promising approach for discovery of novel biomarkers. Proteome Sci 2010; 8:70. [PMID: 21192835 PMCID: PMC3023778 DOI: 10.1186/1477-5956-8-70] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2010] [Accepted: 12/31/2010] [Indexed: 12/13/2022] Open
Abstract
Hepatocellular carcinoma (HCC) is the fifth most common cancer and advanced hepatic fibrosis is a major risk factor for HCC. Hepatic fibrosis including liver cirrhosis and HCC are mainly induced by persistent hepatitis B or C virus infection, with approximately 500 million people infected with hepatitis B or C virus worldwide. Furthermore, the number of patients with non-alcoholic fatty liver disease (NAFLD) has recently increased and NAFLD can progress to cirrhosis and HCC. These chronic liver diseases are major causes of morbidity and mortality, and the identification of non-invasive biomarkers is important for early diagnosis. Recent advancements in quantitative and large-scale proteomic methods could be used to optimize the clinical application of biomarkers. Early diagnosis of HCC and assessment of the stage of hepatic fibrosis or NAFLD can also contribute to more effective therapeutic interventions and an improve prognosis. Furthermore, advancements of proteomic techniques contribute not only to the discovery of clinically useful biomarkers, but also in clarifying the molecular mechanisms of disease pathogenesis by using body fluids, such as serum, and tissue samples and cultured cells. In this review, we report recent advances in quantitative proteomics and several findings focused on liver diseases, including HCC, NAFLD, hepatic fibrosis and hepatitis B or C virus infections.
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Affiliation(s)
- Hirofumi Uto
- Department of Digestive and Lifestyle-related Diseases, Health Research Human and Environmental Sciences, Kagoshima University Graduate School of Medical and Dental Sciences, Kagoshima, 890-8544, Japan.
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Bachtiar I, Kheng V, Wibowo GA, Gani RA, Hasan I, Sanityoso A, Budhihusodo U, Lelosutan SA, Martamala R, Achwan WA, Soemoharjo S, Sulaiman A, Lesmana LA, Tai S. Alpha-1-acid glycoprotein as potential biomarker for alpha-fetoprotein-low hepatocellular carcinoma. BMC Res Notes 2010; 3:319. [PMID: 21092242 PMCID: PMC2999612 DOI: 10.1186/1756-0500-3-319] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2010] [Accepted: 11/23/2010] [Indexed: 12/13/2022] Open
Abstract
Background The outcome of patients with hepatocellular carcinoma (HCC) remains poor because of late diagnosis. We determined the performances of α -1-acid glycoprotein (AAG) and des-γ-carboxy prothrombin (DCP) for the diagnosis of HCC, especially for α-fetoprotein (AFP)-low HCC. Methods Of the 220 patients included in this retrospective study, 124 had HCC, and 61 (49%) of these were AFP-low HCC (AFP ≤ 20 ng/mL). The remaining 96 patients, including 49 with chronic hepatitis B or C and 47 with cirrhosis, were considered as control. Plasma AAG was analyzed using high performance liquid chromatography (HPLC) and confirmed using Western blot technique. Results When all patients with HCC were evaluated, the area under receiver operating characteristic (ROC) curves for AAG (0.94, 95% CI: 0.91-0.97) and DCP (0.92, 95% CI: 0.88-0.95) were similar (P = 0.40). AAG had better area under ROC curve (0.96, 95% CI: 0.94-0.99) than DCP (0.87, 95% CI: 0.81-0.93) for AFP-low HCC (P < 0.05). At the specificity 95%, the sensitivity of AAG was higher in AFP-low HCC than in AFP-high HCC (82% and 62%, respectively). In contrast, higher sensitivity was obtained from DCP in discriminating HCC patients with low AFP than that in high AFP (57% and 90%, respectively). Conclusion Our cross-sectional study showed that AAG was better performance in diagnosing HCC patients with low AFP, while DCP did better in those with high AFP.
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Affiliation(s)
- Indra Bachtiar
- Proteomic Division, Mochtar Riady Institute for Nanotechnology, Lippo Karawaci, Tangerang, 15811, Indonesia.
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