In all participants with obesity (group 2 and 3), correlations between serum biomarkers (hs-CRP, IL-6, TNF-α, M30 level, insulin resistance) and LV diastolic function parameters were analyzed by multivariate regression (Table 3). Here, TNF is linked to Insulin resistance.