Use of common blood parameters for the differential diagnosis of childhood infections
- PMID: 36095013
- PMCID: PMC9467365
- DOI: 10.1371/journal.pone.0273236
Use of common blood parameters for the differential diagnosis of childhood infections
Abstract
Background: Routine laboratory investigations are not rapidly available to assist clinicians in the diagnosis of pediatric acute infections. Our objective was to evaluate some common blood parameters and use them for the differential diagnosis of childhood infections.
Methods: This retrospective study was conducted between October 2019 and September 2020 at Guangzhou Women and Children's Medical Center, China. We performed blood tests in patients infected with DNA viruses (n = 402), RNA viruses (n = 602), gram-positive organisms (G+; n = 421), gram-negative organisms (G-; n = 613), or Mycoplasma pneumoniae (n = 387), as well as in children without infection (n = 277). The diagnostic utility of blood parameters to diagnose various infections was evaluated by logistic regression analysis.
Results: The most common G+ organism, G- organism, and virus were Streptococcus pneumoniae (39.7%), Salmonella typhimurium (18.9%), and influenza A virus (40.2%), respectively. The value of logit (P) = 0.003 × C-reactive protein (CRP) - 0.011 × hemoglobin (HGB) + 0.001 × platelets (PLT) was significantly different between the control, RNA virus, DNA virus, M. pneumoniae, G- organism, and G+ organism groups (2.46 [95% CI, 2.41-2.52], 2.60 [2.58-2.62], 2.70 [2.67-2.72], 2.78 [2.76-2.81], 2.88 [2.85-2.91], and 2.97 [2.93-3.00], respectively; p = 0.00 for all). The logistic regression-based model showed significantly greater accuracy than the best single discriminatory marker for each group (logit [Pinfection] vs. CRP, 0.90 vs. 0.84, respectively; logit [PRNA] vs. lymphocytes, 0.83 vs. 0.77, respectively; p = 0.00). The area under curve values were 0.72 (0.70-0.74) for HGB and 0.81 (0.79-0.82) for logit (Pvirus/bacteria) to diagnose bacterial infections, whereas they were 0.72 (0.68-0.74) for eosinophils and 0.80 (0.78-0.82) for logit (Pvirus/bacteria) to diagnose viral infections. Logit (Pvirus/bacteria) < -0.45 discriminated bacterial from viral infection with 78.9% specificity and 70.7% sensitivity.
Conclusions: The combination of CRP, HGB, PLT, eosinophil, monocyte, and lymphocyte counts can distinguish between the infectious pathogens in children.
Conflict of interest statement
The authors have declared that no competing interests exist.
Figures



Similar articles
-
The value of common blood parameters for the differential diagnosis of respiratory tract infections in children.AMB Express. 2025 Feb 7;15(1):25. doi: 10.1186/s13568-025-01829-1. AMB Express. 2025. PMID: 39918743 Free PMC article.
-
Combination of procalcitonin and C-reactive protein levels in the early diagnosis of bacterial co-infections in children with H1N1 influenza.Influenza Other Respir Viruses. 2019 Mar;13(2):184-190. doi: 10.1111/irv.12621. Epub 2018 Dec 1. Influenza Other Respir Viruses. 2019. PMID: 30443990 Free PMC article.
-
Usefulness of procalcitonin (PCT), C-reactive protein (CRP), and white blood cell (WBC) levels in the differential diagnosis of acute bacterial, viral, and mycoplasmal respiratory tract infections in children.BMC Pulm Med. 2021 Nov 26;21(1):386. doi: 10.1186/s12890-021-01756-4. BMC Pulm Med. 2021. PMID: 34836530 Free PMC article.
-
Serum level of C-reactive protein is not a parameter to determine the difference between viral and atypical bacterial infections.J Med Virol. 2016 Feb;88(2):351-5. doi: 10.1002/jmv.24341. Epub 2015 Aug 19. J Med Virol. 2016. PMID: 26241406
-
Use of C-reactive protein in differentiation between acute bacterial and viral otitis media.Pediatrics. 1995 May;95(5):664-9. Pediatrics. 1995. PMID: 7724300 Clinical Trial.
Cited by
-
Interferon-Stimulated Genes and Immune Metabolites as Broad-Spectrum Biomarkers for Viral Infections.Viruses. 2025 Jan 18;17(1):132. doi: 10.3390/v17010132. Viruses. 2025. PMID: 39861921 Free PMC article. Review.
-
The relationship between Mycoplasma and Kawasaki disease in pediatric patients: An updated systematic review and meta-analysis.Arch Rheumatol. 2023 Jun 14;39(1):140-148. doi: 10.46497/ArchRheumatol.2023.10149. eCollection 2024 Mar. Arch Rheumatol. 2023. PMID: 38774705 Free PMC article. Review.
-
Clinical Timing-Sequence Warning Models for Serious Bacterial Infections in Adults Based on Machine Learning: Retrospective Study.J Med Internet Res. 2023 Dec 18;25:e45515. doi: 10.2196/45515. J Med Internet Res. 2023. PMID: 38109177 Free PMC article.
-
The blood routine test holds screening values for influenza A in 2023: a retrospective study.Transl Pediatr. 2024 Feb 29;13(2):236-247. doi: 10.21037/tp-23-435. Epub 2024 Feb 23. Transl Pediatr. 2024. PMID: 38455751 Free PMC article.
-
The value of common blood parameters for the differential diagnosis of respiratory tract infections in children.AMB Express. 2025 Feb 7;15(1):25. doi: 10.1186/s13568-025-01829-1. AMB Express. 2025. PMID: 39918743 Free PMC article.
References
-
- Andreeva E and Melbye H. Usefulness of C-reactive protein testing in acute cough/respiratory tract infection: an open cluster-randomized clinical trial with C-reactive protein testing in the intervention group. Bmc Fam Pract 2014; 15: 80. Journal Article; Randomized Controlled Trial. doi: 10.1186/1471-2296-15-80 - DOI - PMC - PubMed
-
- Yu Z, Jing H and Hongtao P, et al.. Distinction between bacterial and viral infections by serum measurement of human neutrophil lipocalin (HNL) and the impact of antibody selection. J. Immunol. Methods 2016; 432: 82–86. Comparative Study; Journal Article. doi: 10.1016/j.jim.2016.02.014 - DOI - PubMed
MeSH terms
Substances
LinkOut - more resources
Full Text Sources
Medical
Research Materials
Miscellaneous