Therefore, we investigated whether, compared with their daily levels, the day-to-day dynamics and albumin-adjusted ratios of IL-6, PCT, and CRP offer improved diagnostic value for VAP. The gene discussed is IL6; the disease is ventilator-associated pneumonia.