1. Analysis of human liver disease using a cluster of differentiation (CD) antibody microarray.
- Author
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Rahman W, Huang P, Belov L, Chrisp JS, Christopherson RI, Stapelberg PM, Warner FJ, George J, Bowen DG, Strasser SI, Koorey D, Sharland AF, McCaughan GW, and Shackel NA
- Subjects
- Adult, Aged, Aged, 80 and over, Cluster Analysis, Female, Humans, Leukocytes metabolism, Male, Middle Aged, Principal Component Analysis, Algorithms, Antibodies metabolism, Antigens, CD metabolism, Immunophenotyping methods, Liver Diseases diagnosis, Protein Array Analysis methods
- Abstract
Background: A CD antibody microarray has been previously developed allowing semi-quantitative identification of greater than 80 CD antigens on circulating leucocytes from peripheral blood samples. This assay, which uses a live cell-capture technique, enables an extensive leucocyte immunophenotype determination in a single analysis and to date this has been used successfully to characterise diseases including human leukaemias and HIV infection., Aims: To determine CD antigen expression profiles for patients with various liver diseases and to look for preserved disease-specific signatures., Methods: Three liver disease groups including hepatitis C (HCV) (n = 35), non-alcoholic steatohepatitis (NASH) (n = 21) and alcohol-related liver disease (n = 14) were compared with a normal group (n = 23). Hierarchal Clustering (HCL) and Principal Component Analysis (PCA) of the data revealed distinct binding patterns for patients with and without cirrhosis., Results: Patients with cirrhosis and portal hypertension compared with those without cirrhosis had significantly reduced expression of several markers of T-cell function including CD45, CD8, CD28 and TCR α/β. Disease prediction algorithms based on the expression data were able to discriminate cirrhotics from non-cirrhotics with 71% overall success, which improved to 77% when only patients with HCV were considered., Conclusions: These results demonstrate disease-specific consensus patterns of expression of CD antigens for patients with chronic liver disease, suggesting that the CD antibody array is a promising tool in the analysis of human liver disease, and with further refinement may have future research and clinical utility., (© 2012 John Wiley & Sons A/S.)
- Published
- 2012
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