We conducted a case–cohort study nested within the Alpha-Tocopherol, Beta-Carotene Cancer Prevention (ATBC) study of Finnish male smokers to examine the prospective relation of IGF-I and IGFBP-3 to risk of kidney cancer. The gene discussed is IGF1; the disease is kidney cancer.