The AUROC of the DSP pattern in DILI with NAFLD patients was 0.859 (95% CI: 0.775–0.921), with a sensitivity of 100.0% and a specificity of 71.9%. The gene discussed is DSP; the disease is metabolic dysfunction-associated steatotic liver disease.