Along the axis of PC1, ln-XOR correlated strongly with hypoxanthine, xanthine, impaired liver functions (ALT, AST, γGTP, and/or APRI abnormalities, with hepatic steatosis), obesity-related parameters (BMI, VFA, waist circumference, and triglyceride), and various NCS parameters. Here, GPT is linked to obesity disorder.