INS and cancer: To limit the contribution of environmental factors, we residualised the traits with a range of covariates, including age, sex, smoking, alcohol intake, menopause status; we also removed individuals with cancer diagnoses or who were pregnant, as well as individuals on statins or on insulin medication within the biomarker category.