The study findings highlight the potential utility of a composite assessment involving increased C-reactive protein, elevated serum lactate, and a high lactate/albumin (L/A) ratio for clinicians in identifying patients at risk of mechanical ventilation and mortality upon admission, particularly within the context of sepsis and septic shock associated with viral pneumonia. The gene discussed is ALB; the disease is viral pneumonia.