We also found that MetS components, and obesity-related factors such as BMI, significantly associate with age-adjusted DNAm PAI1 (Table 4, P < 0.02), even though the results were not consistent with DNAm GrimAge. This evidence concerns the gene SERPINE1 and metabolic syndrome.