Thus, it may be biologically plausible that the weaning failure group, which contains a higher proportion of patients with ARDS requiring MV, would present with significantly higher baseline PCT, D-dimer, and TNF-α levels and these biomarkers were significantly associated with weaning failure in our study. The gene discussed is TNF; the disease is acute respiratory distress syndrome.