Hypertension and diabetes were more common in male subjects compared to female subjects (p < 0.05).Increased physical activity both at baseline and follow up were associated with decreased BMI, WC and inflammatory markers, including us-CRP and TNF. This evidence concerns the gene TNF and diabetes mellitus.