Although MS or visceral obesity index, hypertension, insulin use, DM, and anemia are considered the potential mediators for the association of HMB and CVD outcomes[4, 16, 29], the direct association of HMB with CVD outcome was markedly higher than the indirect association of HMB with CVD through these mediators in our mediation analyses. This evidence concerns the gene INS and anemia (phenotype).