RUNX1, which may function as an important TF in the pathogenesis of patients with RA complicated with atherosclerosis, was predicted to participate in the regulation of the two hub genes CSF1R and ITGB2 (Fig. 6d). Here, RUNX1 is linked to atherosclerosis.