According to univariate linear regression analysis, hypertension, heart failure, decreased eGFR, circulating EPCs (both CD34+KDR+ and CD34+KDR+CD133+ cells), and increased inflammatory biomarkers (hsCRP, IL-1β, and TMAO) were all significantly associated with lower FMD. This evidence concerns the gene KDR and heart failure.