Independent of overall weight, physical activity can improve the ratio of lean to fat mass, improve insulin sensitivity, and reduce abdominal obesity.41 We did not find an association of current or former smoking with the risk of type 2 diabetes. Here, INS is linked to Abdominal obesity.