TNF and diabetes mellitus: Age, diabetes, IL-6 and MMP-9 were significantly associated with a stiffness of ≥7.2 kPa in the multivariate model that included both demographic factors and serum-based markers (ghrelin, IL-6, TNFα and MMP-9) (Table 3b).