We observed consistent effects on insulin and glycaemic traits intermediate to type 2 diabetes, with MVMR showing that higher adulthood BMI leads to lower insulin sensitivity and higher insulin secretion. The gene discussed is INS; the disease is type 2 diabetes mellitus.