Overall, we discovered unique relationships among GDF11, myostatin, and indicators of cardiac hypertrophy, as well as distinct loci and candidate genes behind each phenotype, and our results point to molecular pathways that will be interrogated in future studies of GDF11 and the heart. Here, GDF11 is linked to cardiac hypertrophy.