In order to validate the in silico approach to potential biomarker discovery, we chose two proteins not previously suggested as peripheral biomarkers for AD – PLAUR and ChAt – and determined the levels of these proteins in plasma from 240 subjects from the AddNeuroMed cohort, a European AD biomarkers study, using semi-quantitative immunoblotting. This evidence concerns the gene CHAT and Alzheimer disease.