Physical activity explained more of the variance in this overall cardio-metabolic factor than the individual glycaemia, insulin resistance, lipid or blood pressure factors, which is consistent with the large body of evidence indicating that activity influences vascular and metabolic disease risk by multiple mechanisms [32]. This evidence concerns the gene INS and metabolic disease.