Here, we quantified the roles of leptin and C‐reactive protein, fasting insulin, and estradiol in explaining the effect of high BMI on estrogen receptor‐positive breast, endometrial, and colorectal cancers in postmenopausal women. Here, LEP is linked to colorectal cancer.