Exclusion of 1821 participants with reported unintentional weight loss over the past year, cancer, and cardiovascular disease had little effect on the results (RR per standard deviation higher FABP4 1.18 (95% CI: 0.82–1.69), P = 0.35 in model 3). The gene discussed is FABP4; the disease is cardiovascular disorder.