A large-scale meta-analysis of the FTO obesity locus in 218,166 adults showed that being physically active attenuates the BMI-increasing effect of this locus by ~30% [7]. The gene discussed is FTO; the disease is obesity due to melanocortin 4 receptor deficiency.