GDF15 and nonischemic cardiomyopathy: However, a recent Mendelian randomization study in 2.6 million individuals from 5 genome-wide association studies found no evidence of causality between GDF15 SNPs and the incidence of stroke, HF, or nonischemic cardiomyopathy [39].