title: Biomarker discovery for ovine paratuberculosis (Johne's disease) by proteomic serum profiling.
abstract: Paratuberculosis (Johne's disease) is a chronic granulomatous enteritis affecting ruminants and other species. It is caused by Mycobacterium avium subsp. paratuberculosis (MAP). In this study, surface enhanced laser desorption ionization time-of-flight mass spectrometry (SELDI TOF-MS) was used as a platform to identify candidate biomarkers from sheep serum. Multivariate biomarker models which aimed to differentiate sheep with paratuberculosis and vaccinated-exposed sheep from unexposed animals were proposed based on classification and regression tree (CART) and linear discriminant analysis (LDA) algorithms from two array types. The accuracy of classification of sheep into unexposed or exposed groups ranged from 75 to 100% among models. SELDI was used to monitor protein profile changes over time during an experimental infection trial by examining sera collected at 4-, 8- and 13-months post infection. Although three different SELDI instruments were used, nine consistent proteomic features were observed associated with exposure to MAP. Two of the putative serum biomarkers were purified from serum using chromatographic methods and were identified as transthyretin and alpha haemoglobin by tandem mass spectrometry. They belong to highly abundant, acute phase reactants in the serum proteome and have also been discovered as serum biomarkers in human inflammatory conditions and cancer. Their relationship to the pathogenesis of Johne's disease remains to be elucidated.
authors.affiliation: The University of Sydney, NSW, Australia.
authors.forename: L
authors.initials: L
authors.lastname: Zhong
authors.forename: D
authors.initials: D
authors.lastname: Taylor
authors.forename: D J
authors.initials: DJ
authors.lastname: Begg
authors.forename: R J
authors.initials: RJ
authors.lastname: Whittington
mesh_terms: D000818:Animals; D015415:Biomarkers / Q000097:blood*; D002846:Chromatography, Affinity; D003430:Cross-Sectional Studies; D005260:Female; D020869:Gene Expression Profiling; D056726:Genetic Association Studies; D006454:Hemoglobins / Q000032:analysis / Q000096:biosynthesis; D008137:Longitudinal Studies; D016927:Mycobacterium avium subsp. paratuberculosis / Q000254:growth & development*; D010283:Paratuberculosis / Q000097:blood / Q000235:genetics / Q000276:immunology / Q000382:microbiology / Q000517:prevention & control; D011228:Prealbumin / Q000032:analysis / Q000096:biosynthesis; D040081:Protein Array Analysis; D020543:Proteome / Q000235:genetics / Q000378:metabolism*; D040901:Proteomics / Q000379:methods*; D044967:Serum / Q000737:chemistry; D012756:Sheep; D012757:Sheep Diseases / Q000097:blood* / Q000235:genetics / Q000276:immunology / Q000382:microbiology / Q000517:prevention & control; D034561:Sheep, Domestic; D019032:Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization; D014611:Vaccination
chemical_list: D015415:Biomarkers; D006454:Hemoglobins; D011228:Prealbumin; D020543:Proteome