These variables included blood biomarkers (levels of fasting glucose, adiponectin, TNF-alpha, IL-6, CRP, and insulin), education level, health behaviours (eating fresh vegetables, smoking, alcohol consumption, and frequency of intensive exercise), diseases (e.g. diabetes, cardiovascular diseases, respiratory diseases) and SRH. This evidence concerns the gene TNF and diabetes mellitus.