Manikandan et al. screened peptide mimetics (MMs03918858 and MMs03927281) targeting the TRADD-TRAF2 interaction interface, which show promise as potential modulators of cardiovascular diseases by inhibiting TRADD-TRAF2 association in atherosclerosis. Here, TRAF2 is linked to cardiovascular disorder.