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      New Approaches for Biomarker Discovery: The Search for Liver Fibrosis Markers in Hepatitis C Patients

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          Abstract

          Despite many shortcomings, liver biopsy is regarded as the gold standard for assessing liver fibrosis. A less invasive and equally or more reliable approach would constitute a major advancement in the field. Proteomics can aid discovery of novel serological markers and these proteins can be measured in patient blood. A major challenge of discovering biomarkers in serum is the presence of highly abundant serum proteins, which restricts the levels of total protein loaded onto gels and limits the detection of low abundance features. To overcome this problem, we used two-dimensional gel electrophoresis (2-DE) over a narrow pH 3−5.6 range since this lies outside the range of highly abundant albumin, transferrin and immunoglobulins. In addition, we used in-solution isoelectric focusing followed by SDS-PAGE to find biomarkers in hepatitis C induced liver cirrhosis. Using the pH 3−5.6 range for 2-DE, we achieved improved representation of low abundance features and enhanced separation. We found in-solution isoelectric focusing to be beneficial for analyzing basic, high molecular weight proteins. Using this method, the beta chains of both complement C3 and C4 were found to decrease in serum from hepatitis C patients with cirrhosis, a change not observed previously by 2-DE. We present two proteomics approaches that can aid in the discovery of clinical biomarkers in various diseases and discuss how these approaches have helped to identify 23 novel biomarkers for hepatic fibrosis.

          Abstract

          We report how two proteomics approaches can aid biomarker discovery for liver fibrosis and can also be used for other diseases. The first approach uses 2-DE over a pH 3−5.6 range which improved representation of low abundance features and enhanced separation. The second approach uses in-solution isoelectric focusing and SDS-PAGE which revealed that the beta chains of complement C3 and C4 decreased in serum from hepatitis C patients with cirrhosis.

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          Most cited references28

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          Liver fibrosis.

          Liver fibrosis is the excessive accumulation of extracellular matrix proteins including collagen that occurs in most types of chronic liver diseases. Advanced liver fibrosis results in cirrhosis, liver failure, and portal hypertension and often requires liver transplantation. Our knowledge of the cellular and molecular mechanisms of liver fibrosis has greatly advanced. Activated hepatic stellate cells, portal fibroblasts, and myofibroblasts of bone marrow origin have been identified as major collagen-producing cells in the injured liver. These cells are activated by fibrogenic cytokines such as TGF-beta1, angiotensin II, and leptin. Reversibility of advanced liver fibrosis in patients has been recently documented, which has stimulated researchers to develop antifibrotic drugs. Emerging antifibrotic therapies are aimed at inhibiting the accumulation of fibrogenic cells and/or preventing the deposition of extracellular matrix proteins. Although many therapeutic interventions are effective in experimental models of liver fibrosis, their efficacy and safety in humans is unknown. This review summarizes recent progress in the study of the pathogenesis and diagnosis of liver fibrosis and discusses current antifibrotic strategies.
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            Histological grading and staging of chronic hepatitis.

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              Linking genome and proteome by mass spectrometry: large-scale identification of yeast proteins from two dimensional gels.

              The function of many of the uncharacterized open reading frames discovered by genomic sequencing can be determined at the level of expressed gene products, the proteome. However, identifying the cognate gene from minute amounts of protein has been one of the major problems in molecular biology. Using yeast as an example, we demonstrate here that mass spectrometric protein identification is a general solution to this problem given a completely sequenced genome. As a first screen, our strategy uses automated laser desorption ionization mass spectrometry of the peptide mixtures produced by in-gel tryptic digestion of a protein. Up to 90% of proteins are identified by searching sequence data bases by lists of peptide masses obtained with high accuracy. The remaining proteins are identified by partially sequencing several peptides of the unseparated mixture by nanoelectrospray tandem mass spectrometry followed by data base searching with multiple peptide sequence tags. In blind trials, the method led to unambiguous identification in all cases. In the largest individual protein identification project to date, a total of 150 gel spots-many of them at subpicomole amounts-were successfully analyzed, greatly enlarging a yeast two-dimensional gel data base. More than 32 proteins were novel and matched to previously uncharacterized open reading frames in the yeast genome. This study establishes that mass spectrometry provides the required throughput, the certainty of identification, and the general applicability to serve as the method of choice to connect genome and proteome.
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                Author and article information

                Journal
                J Proteome Res
                pr
                jprobs
                Journal of Proteome Research
                American Chemical Society
                1535-3893
                1535-3907
                16 March 2011
                06 May 2011
                : 10
                : 5
                : 2643-2650
                Affiliations
                []Oxford Antiviral Drug Discovery Unit, Oxford Glycobiology Institute, Department of Biochemistry, simpleUniversity of Oxford , South Parks Road, Oxford, OX1 3QU, United Kingdom
                []Peter Medawar Building for Pathogen Research, Nuffield Department of Clinical Medicine, simpleUniversity of Oxford , South Parks Road, Oxford, OX1 3SY, United Kingdom
                [§ ]Oxford NIHR Biomedical Research Centre, simpleThe John Radcliffe Hospital , Headley Way, Headington, Oxford, OX3 9DU, United Kingdom
                Author notes
                [* ]Dr. Bevin Gangadharan, Oxford Antiviral Drug Discovery Unit, Oxford Glycobiology Institute, Department of Biochemistry, University of Oxford, South Parks Road, Oxford, OX1 3QU, UK. Phone: +44-1865-275723. Fax: +44-1865-275716. E-mail: Bevin.Gangadharan@ 123456bioch.ox.ac.uk .
                Article
                10.1021/pr101077c
                3089987
                21410221
                a668f7fb-d939-48e0-b0be-78019920a254
                Copyright © 2011 American Chemical Society

                This is an open-access article distributed under the ACS AuthorChoice Terms & Conditions. Any use of this article, must conform to the terms of that license which are available at http://pubs.acs.org.

                History
                : 26 October 2010
                : 30 March 2011
                : 06 May 2011
                : 16 March 2011
                Categories
                Technical Note
                Custom metadata
                pr101077c
                pr-2010-01077c

                Molecular biology
                hepatitis c,narrow range immobilized ph gradient,in-solution isoelectric focusing,fibrosis,two dimensional gel electrophoresis

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