Our findings suggest that the ratio of VFA/SFA at the T12 level, age, APACHE II score, and lactate are independent risk factors for ARDS mortality, while a higher MA/SBW ratio and albumin exert protective effects. The gene discussed is ALB; the disease is acute respiratory distress syndrome.