Surface enhanced laser
desorption ionization time-of-flight (SELDI-TOF) mass spectrometry
has facilitated the discovery of disease specific protein profiles
from different biological samples, such as serum and tissues, in a
variety of diseases of man. These results have raised the
possibility that protein profiles may become a powerful diagnostic
tool and may be applicable to Ovine Johne's Disease
(OJD).
In
the first phase of this study, SELDI-TOF MS experiments have
been rigorously optimized by using sheep serum applied on four
different ProteinChip® Array surfaces, in combination with
nine different binding/washing buffers and five different sample
dilutions. The reproducibility study showed the range for mean
within-chip coefficient of variation for peak intensity determined
from up to 18 peaks using sera from 8 sheep was 13% - 18% and for
mass accuracy was 0.01% - 0.02%. Corresponding values between-chip
were 13% - 23% and 0.02% - 0.03% respectively.
Based on the results of
the optimization experiment, a large scale biomarker discovery
experiment has been conducted. We used SELDI-TOF MS to identify
potential proteomic biomarkers from sheep serum that can
differentiate between sheep infected with Mycobacterium
avium subsp. paratuberculosis, uninfected sheep and those
previously vaccinated with Gudair™. Univariate and two
independent multivariate data analysis procedures: Linear
Discriminant Analysis (LDA) and Classification and Regression
Decision Tree (CART), have been used to develop classification
models between contrasting populations. A panel of key polypeptides
has been selected using both models for identification and further
analysis.
To identify the serum
proteins found using SELDI-TOF MS, a number of chromatographic
procedures, include gel filtration, affinity and ion exchange
chromatography are being used in a protein purification scheme. A
13.6 kDa protein, transthyretin, which was down-regulated in both
infected and vaccinated serum samples, has been identified by
MS/MS.