The PCA score plots of PC1 versus PC2 revealed that data points, each representing the 1H spectrum of a single participant, were clustered in a way that allowed insulin-deprived T1D to be clearly differentiated from insulin-treated T1D and controls along principal component 1 (PC1, Figure 1a). This evidence concerns the gene INS and type 1 diabetes mellitus.