The violin plot showed that the expression levels of three hub genes (IFI44L, ISG15 and ITGB2) were elevated in both SLE and pSS in most cell types, especially in monocytes, NK cells and CD8 effector T cells. Here, ISG15 is linked to systemic lupus erythematosus.