Similarly, the direct comparison of CHIP and non-CHIP samples returned alteration of pathways related to IL-15 signaling, B cells development, and lupus in B cells signaling (Fig. 3c, right panel). This evidence concerns the gene STUB1 and systemic lupus erythematosus.