CCL2 and type 2 diabetes mellitus: TNF-α, IL6, MCP1 and IL1-β, were also significantly upregulated (p < 0.05) in PBMCs from patients with type 2 diabetes, implying an acquisition state of senescence-associated secretory phenotype (Fig. 4).