Some common features were seen in these weightings plots from PLS-DA models separating RA patients from controls and in the analysis of the patients with early synovitis from whom a second serum sample had been collected at a time when the CRP had decreased significantly (Table2 column 2). This evidence concerns the gene CRP and synovitis.