PCA plot of urinary profiles from feline urine from drug-treated (1000 MG CD), untreated (UNTREATED_NPC) and healthy control (CONTROL) groups shown in red, blue and green respectively. PC1 and PC2 represent 57% and 8% of the dataset variance respectively, and the 95% confidence ellipses are shown. Two clear outliers are highlighted by the arrows.