ALB emerged as the strongest predictor, a result consistent with the profound systemic inflammation and catabolic state characteristic of tuberculosis; pro-inflammatory cytokines suppress hepatic albumin synthesis, while chronic infection increases metabolic consumption, jointly leading to hypoalbuminemia (Fayed et al., 2018). This evidence concerns the gene ALB and Hypoalbuminemia.