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Published on: September 7, 2022
Predictive biomarker of mortality in children with infectious diseases: a nationwide data analysis
Shinya Miura1,2, Tomohiro Katsuta1, Yukitsugu Nakamura1
1Department of Pediatrics, St. Marianna University School of Medicine, Kawasaki, Japan.
Insights
Common infection biomarkers like C-reactive protein and white blood cell counts are unreliable for predicting mortality in children. More effective biomarkers for pediatric infectious diseases include pH, prothrombin time-international normalized ratio, and procalcitonin.
Area of Science:
- Pediatric Infectious Diseases
- Clinical Biomarkers
- Critical Care Medicine
Background:
- Biomarkers are vital for identifying high-risk children with infections.
- Few studies have assessed the predictive value of biomarkers for mortality in pediatric infectious diseases.
Purpose of the Study:
- To evaluate the predictive capabilities of various biomarkers for mortality in children diagnosed with infectious diseases.
Main Methods:
- Analysis of an inpatient database from over 200 acute-care hospitals in Japan (2012-2021).
- Inclusion of children who underwent blood culture and received antimicrobial treatment.
- Assessment of biomarker discriminative capabilities using area under receiver operating characteristic curves (AUCs).
Main Results:
- Out of 11,365 children with presumed infection, 100 (0.9%) died.
- C-reactive protein (AUC: 0.44) and white blood cell count (AUC: 0.45) showed limited predictive capability.
- pH (AUC: 0.77), prothrombin time-international normalized ratio (AUC: 0.77), and procalcitonin (AUC: 0.76) demonstrated strong discriminatory capabilities for mortality.
Conclusions:
- C-reactive protein and white blood cell counts may not be reliable indicators for predicting mortality in pediatric infections.
- pH, prothrombin time-international normalized ratio, and procalcitonin show promise as predictive biomarkers.
- Further research is warranted to explore these promising biomarkers in pediatric infectious disease mortality prediction.
Abstract:
Biomarkers play a crucial role in the early identification of high-risk children with infectious diseases. Despite their importance, few studies evaluated biomarkers' capabilities in predicting mortality. The aim of this study was to evaluate the biomarkers' predictive capabilities for mortality in children with infectious diseases. From an inpatient database covering ≥200 acute-care hospitals in Japan, we included children who underwent blood culture, and received antimicrobial treatment between 2012 and 2021. Biomarkers' results from the day of the initial blood culture were used. Biomarker discriminative capabilities were assessed using the area under receiver operating characteristic curves (AUCs). Of 11,365 eligible children with presumed infection, 1,378 (12.1%) required mechanical ventilation or vasoactive agents within 2 days of blood culture, and 100 (0.9%) died during admission. Of all children, 10,348 (91.1%) had community-onset infections and 1,017 (8.9%) had hospital-onset infections. C-reactive protein and white blood cell demonstrated limited discriminatory capabilities with AUCs of 0.44 [95% confidence interval (CI): 0.38-0.51] and 0.45 (95% CI: 0.39-0.52). In contrast, pH, prothrombin time-international normalized ratio, and procalcitonin exhibited strong discriminatory capabilities with AUCs of 0.77 (95% CI: 0.65-0.90), 0.77 (95% CI: 0.70-0.84) and 0.76 (95% CI: 0.29-1.00). In conclusions, our real-world data analysis suggested that C-reactive protein and white blood cell may not be reliable indicators for predicting mortality in children with presumed infection. These findings could warrant future studies exploring promising biomarkers, including those from blood gas analyses, coagulation studies and procalcitonin.
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