These findings highlight endothelial C/EBPβ as a novel regulator of TGF-β signaling and pathological fibroblast-like EC phenotypes during atherosclerosis, linking cytokine-driven inflammation with TGF-β-mediated endothelial dysfunction. Here, TGFB1 is linked to atherosclerosis.