Colin Ross and colleagues report the results of a genome-wide association study of anthracycline-induced cardiotoxicity in children treated for cancer. They identify a nonsynonymous coding variant in RARG associated with roughly fivefold higher risk of developing this severe adverse drug reaction. Anthracyclines are used in over 50% of childhood cancer treatment protocols1, but their clinical usefulness is limited by anthracycline-induced cardiotoxicity (ACT) manifesting as asymptomatic cardiac dysfunction and congestive heart failure in up to 57% and 16% of patients, respectively2,3. Candidate gene studies have reported genetic associations with ACT4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22, but these studies have in general lacked robust patient numbers, independent replication or functional validation. Thus, the individual variability in ACT susceptibility remains largely unexplained12,13. We performed a genome-wide association study in 280 patients of European ancestry treated for childhood cancer, with independent replication in similarly treated cohorts of 96 European and 80 non-European patients. We identified a nonsynonymous variant (rs2229774, p.Ser427Leu) in RARG highly associated with ACT (P = 5.9 × 10−8, odds ratio (95% confidence interval) = 4.7 (2.7–8.3)). This variant alters RARG function, leading to derepression of the key ACT genetic determinant Top2b, and provides new insight into the pathophysiology of this severe adverse drug reaction.