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Fig. 2. PCA showing a low signal-to-noise ratio. Two related strains of Helicobacter pylori that differ by deletion of ArsS were
grown in pH 5 vs. pH 7 medium, and protein expression was analyzed by DIGE. The experiment was independently repeated
in quadruplicate, resulting in 16 samples coresolved across 8 DIGE gels along with a Cy2-labeled internal standard.
( a ) Representative DIGE gel from the 8-gel set. ( b ) PCA performed on the unfi ltered 639 features matched across all eight
gels indicated that the majority of variation among these features was consistent with strain-specifi c differences, but no
other correlation with phenotype was revealed in the other principal components. ( c ) Refi ning the PCA to those features that
exhibited a signifi cant change between any group relative to the others (ANOVA p < 0.05) revealed that the second principal
component was now consistent with pH-specifi c changes which were the subject of the study. Adapted from ref. ( 7 ) .
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