As the levels of SERPINF1 were found to be highly affected by HD (Fig. 2a), the marker was excluded and the knn model was developed based on the concentrations (ng/mL) of the remaining 4 proteins, HBB, AMPB, B2M and LYZ. This evidence concerns the gene HBB and Huntington disease.