We also found strong non-linear association of creatinine (P for non-linearity = 0.009; Fig. 3), cystatin C (P for non-linearity = 0.028), urate (P for non-linearity = 0.007) and urea (P for non-linearity = 5.0E-09) with dementia. This evidence concerns the gene CST3 and dementia.