Notably, fourteen unique combinations of four CSF proteins, including combination 4A: PPP1R1B, TTR, CHI3L1 and CTSD, showed perfect classification of preHD and early/mid HD individuals (Fig. 3D, AUC = 1). This evidence concerns the gene CHI3L1 and Huntington disease.