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Published on: December 19, 2020
An analysis of clinical predictive values for radiographic pneumonia in children
Chris A Rees1, Sudha Basnet2, Angela Gentile3
1Division of Emergency Medicine, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA.
Insights
In children, no single sign reliably diagnoses pneumonia. Combining symptoms like tachypnoea and chest indrawing improves diagnostic accuracy for radiographic pneumonia in resource-limited settings.
Area of Science:
- Pediatric Medicine
- Diagnostic Accuracy
- Respiratory Illness
Background:
- Healthcare providers in resource-limited settings often diagnose childhood pneumonia using clinical signs like tachypnoea and chest indrawing.
- The accuracy of these clinical signs for diagnosing pneumonia, when compared to radiographic confirmation, is not well-established.
Purpose of the Study:
- To determine the test characteristics (sensitivity, specificity, likelihood ratios) of common clinical signs and symptoms for diagnosing radiographic pneumonia in children aged 0-59 months.
Main Methods:
- Pooled analysis of patient-level data from 41 pediatric pneumonia studies.
- Inclusion of hospital-based studies with >80% chest radiography.
- Radiographic pneumonia (dense opacity or pleural effusion) served as the reference standard.
Main Results:
- Age-based tachypnoea had high sensitivity (0.92) but low specificity (0.22).
- Lower chest indrawing showed lower sensitivity (0.74) and specificity (0.15).
- Combining clinical factors improved specificity but reduced sensitivity.
Conclusions:
- No single clinical sign or symptom accurately identifies radiographic pneumonia in children.
- Combining multiple clinical findings enhances diagnostic performance for childhood pneumonia.
Introduction:
Healthcare providers in resource-limited settings rely on the presence of tachypnoea and chest indrawing to establish a diagnosis of pneumonia in children. We aimed to determine the test characteristics of commonly assessed signs and symptoms for the radiographic diagnosis of pneumonia in children 0-59 months of age.
Methods:
We conducted an analysis using patient-level pooled data from 41 shared datasets of paediatric pneumonia. We included hospital-based studies in which >80% of children had chest radiography performed. Primary endpoint pneumonia (presence of dense opacity occupying a portion or entire lobe of the lung or presence of pleural effusion on chest radiograph) was used as the reference criterion radiographic standard. We assessed the sensitivity, specificity, and likelihood ratios for clinical findings, and combinations of findings, for the diagnosis of primary endpoint pneumonia among children 0-59 months of age.
Results:
Ten studies met inclusion criteria comprising 15 029 children; 24.9% (n=3743) had radiographic pneumonia. The presence of age-based tachypnoea demonstrated a sensitivity of 0.92 and a specificity of 0.22 while lower chest indrawing revealed a sensitivity of 0.74 and specificity of 0.15 for the diagnosis of radiographic pneumonia. The sensitivity and specificity for oxygen saturation <90% was 0.40 and 0.67, respectively, and was 0.17 and 0.88 for oxygen saturation <85%. Specificity was improved when individual clinical factors such as tachypnoea, fever and hypoxaemia were combined, however, the sensitivity was lower.
Conclusions:
No single sign or symptom was strongly associated with radiographic primary end point pneumonia in children. Performance characteristics were improved by combining individual signs and symptoms.
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