However, the logistic regression model revealed that higher TNF-ɑ mRNA expression was a significant independent predictor of absence of pneumonia [odds ratio: 0.35 (95% CI 0.14 to 0.88, p = 0.024)]. The gene discussed is TNF; the disease is pneumonia.