GJB1 and Charcot-Marie-Tooth disease: Next, we attempted to classify CMT1A and CMTX1 patients, as well as all CMT patients with the measured metabolite levels and their ratios using machine learning, which all achieved an AUC < 0.74 (Supplementary Figure 1).