We find evidence for a causal effect of increased expression of IRX3 in pancreatic islets on increased risk of type 2 diabetes (OR = 1.16, 95% CI = [1.08, 1.25], p value = 4.4 × 10−5, F stat = 16.7). The gene discussed is IRX3; the disease is type 2 diabetes mellitus.