In this study of postmenopausal women, we quantified the mediating effects of leptin and CRP, fasting insulin, and estradiol in explaining the associations between obesity and ER‐positive breast, endometrial, and colorectal cancers. Here, LEP is linked to obesity due to melanocortin 4 receptor deficiency.