In summary, among postmenopausal women, we observed that leptin and CRP, fasting insulin, and estradiol might mediate associations of general obesity with ER‐positive breast, endometrial, and colorectal cancers, with suggestion of varying degrees of importance for the biomarkers between the three cancers. Here, INS is linked to colorectal cancer.