The final multivariate models included APOE variants, age, sex, education, ever/never smoking, HDL cholesterol, CRP, triglycerides, TSH, diabetes, hypertension, obesity and albuminuria. Here, CRP is linked to obesity due to melanocortin 4 receptor deficiency.