First, we performed an unsupervised PCA of all the variables and observed that both the inflammatory parameters as disease activity measured by DAS28, as well as the serum levels of RAab, DMab, and IFNγ, were associated with development of new DM (Figure 3C). The gene discussed is IFNG; the disease is diabetes mellitus.