The driving factors varied across individuals: in case (a), higher GLB (25.8), BUN (7.08), ALT (14.0), PA (239.0), and HDL-C (1.36) collectively increased the predicted probability of chronic brucellosis, whereas lower UA (222.0) and TG (2.06), provided modest protective effects. This evidence concerns the gene GPT and brucellosis.