COL16A1 and keloid: Given the crucial role of fibroblasts in keloid pathogenesis, we further identified five SE-associated genes (SERPINH1 SE, MMP14 SE, COL5A1 SE, COL16A1 SE, and SPARC SE) that exhibit characteristic upregulation in keloids.