TNF and acute respiratory distress syndrome: Elevated HSP-70 (OR:10.5) elevated TNF- α (OR: 6), bacterial biofilm formation (OR:7.3), respiratory acidosis (OR:6), and low PaO2/FiO2 < 300 (OR:1.667) were independent predictors for development of ARDS.