In addition, our study also revealed the significant relationships between HCT-ALB and VAP in subgroups of male, qSOFA score ≤ 2, not using antibiotics, having oral care, and no history of trauma injury, COPD, or respiratory failure. Here, ALB is linked to respiratory failure.