There was consistent support across all three MR methods for a causal effect of higher BMI on higher CHD and type 2 diabetes risk, and higher levels of fasting glucose, HbA1c, fasting insulin and triacylglycerols, together with lower HDL-cholesterol (Table 3). Here, INS is linked to type 2 diabetes mellitus.