Finally, in post-hoc analysis, we found no significant interaction between IGFBP7 levels and age, sex, obesity, prevalent HF, prevalent cardiovascular disease (CVD), renal dysfunction, or microalbuminuria—with regard to AF incidence (Supplementary Table 3). Here, IGFBP7 is linked to obesity due to melanocortin 4 receptor deficiency.