This mendelian randomisation analysis identified evidence supporting causal effects on increasing liver fat of increased adiposity, type 2 diabetes (including raised fasting insulin levels), systolic blood pressure, smoking, alcohol consumption, and sedentary time watching television. Here, INS is linked to type 2 diabetes mellitus.