On the other hand, sex (male predominance) and decreased serum ALB and PLT have also been incorporated in several LSM-based models, closely connected to genetic predisposition, life behavior, and the magnitude of portal hypertension on account of underpinning liver cirrhosis [11, 25, 26]. The gene discussed is ALB; the disease is liver disorder.