The research findings indicate that FMN can modulate macrophage polarization, inhibit the JAK/STAT signaling pathway, and promote the expression of α7nAChR, thereby reducing inflammation and ameliorating atherosclerosis. The gene discussed is FMN1; the disease is atherosclerosis.