Specifically, lower ALB values contributed markedly to positive model outputs (i.e., classification as active Mtb), consistent with the well-established role of hypoalbuminemia as a biomarker of systemic inflammation, malnutrition, and disease severity in TB. The gene discussed is ALB; the disease is Hypoalbuminemia.