TNF and pneumonia: Only one mortal case was present in the inpatient group during the study period.<h4>Conclusion</h4>This study demonstrates that salivary TNF-α, soluble TLR-2 and TLR-4 may serve as promising non-invasive biomarkers for diagnosing and stratifying pediatric pneumonia.