Moreover, OPN also had a biological role in vascular remodeling and calcification processes, particularly in diabetic arteries [86, 87], and has shown to be linked with complications of type 2 diabetes (T2D) such as retinopathy [88] and nephropathy [89]. This evidence concerns the gene SPP1 and kidney disorder.