In summary, our mediation analyses revealed that the association between obesity and CRC risk may be largely mediated by a pathway through circulating leptin and adiponectin, suggesting that these adipocyte-derived hormones are fundamental molecules in the pathway connecting obesity and CRC development. Here, LEP is linked to obesity due to melanocortin 4 receptor deficiency.