A nested case-control study of 272 aggressive prostate cancer cases [ Gleason score 7 ( 4 +3 ) or T3-T4 ] and 272 age - and race-matched controls from the Cancer Prevention Study II Nutrition Cohort was conducted to determine the associations of prediagnostic plasma levels of c-peptide and adiponectin with risk of aggressive prostate cancer .