Specifically, Axl, Vegfa, Igfbp1, and Il7 were shared between NP/AF up-regulated DEGs and senescence, whereas Mmp13, Mmp14, and Pecam1 were common to NP/AF down-regulated DEGs and senescence (Fig. 1I). The gene discussed is PECAM1; the disease is atrial fibrillation.