# Pathogen landscape and synergistic interactions in pediatric ARIs: implications for broad-spectrum surveillance via targeted NGS

**Authors:** Jingjiao Zhou, Ting Li, Shenzhen Yuan, Yi Wang, Alan Zhao, Yifan He, Xiaoyun Zhan, Bei Wu, Zhiping Jia, Yi Liu, Jun Li, Han Yang, Jun Zhou, Zhongyi Wang, Juan Huang

PMC · DOI: 10.1128/spectrum.02275-25 · Microbiology Spectrum · 2025-12-30

## TL;DR

This study explores how multiple pathogens interact in children with respiratory infections, showing that combinations of viruses and bacteria are linked to more severe illness and can be better detected with advanced sequencing.

## Contribution

The study introduces a new approach to understanding pediatric respiratory infections by analyzing synergistic pathogen interactions and their clinical implications using targeted next-generation sequencing.

## Key findings

- Viral-bacterial co-infections like HMPV-Streptococcus pneumoniae are strongly associated with disease severity in children.
- Mycoplasma pneumoniae became the dominant pathogen in preschool and school-age children during late 2023.
- Low Mycoplasma pneumoniae loads combined with herpesvirus or Haemophilus influenzae are linked to severe cases.

## Abstract

Acute respiratory infections (ARIs) in children present complex interactions between respiratory pathogens and host, contributing to high morbidity, hospitalization, and mortality. In this cross-sectional study, 2,044 pediatric in-patient samples were tested for 198 pathogens using targeted next-generation sequencing (tNGS). Pathogen spectrum and co-infection pattern were analyzed alongside blood-test results and clinical data. Pediatric ARIs presented staggered viral epidemics and age-specific infection patterns from 2022 to 2023. Viral infections were predominant in children under 3 years (67.5%). Specific viral-bacterial co-infections were associated with disease severity, including human metapneumovirus (HMPV)-Streptococcus pneumoniae (OR = 3.172, 95% CI: 1.257–8.009), human parainfluenza virus (HPIV)-Fusobacterium nucleatum (3.016, 1.051–8.653), and HPIV-S. pneumoniae (2.825, 1.007–7.927). Subnormal levels of prealbumin and creatinine served as biomarkers for homeostasis disruption in viral-bacterial co-infections. From June to December 2023, Mycoplasma pneumoniae (MP) became the dominant pathogen in preschool (31.3%) and school-age (45.3%) children. High MP loads were correlated with elevated eosinophil, IL-4, and IL-6 and decreased IgG and IL-2, linking to airway hyperreactivity and inflammation. At low MP loads, patients co-detected with human herpesvirus (HHV) (50.0%), or Haemophilus influenzae (40.0%) had a high proportion of severe cases. This study delineated the complex pathogen landscape of pediatric ARIs and highlighted the major role of viral-bacterial and MP-bacterial co-infections. Monitoring these pathogens through tNGS can aid in precise diagnosis and targeted treatment to improve clinical outcomes in children.

Moving beyond the outdated “one germ, one disease” model, this study characterizes the etiological and epidemiological landscape and highlights co-infection patterns of virus-bacterium or MP-bacterium in 2044 pediatric respiratory in-patient children across three epidemic phases. Specific pathogen combinations are associated with clinical severity, as well as host immune and metabolic profiles. Our findings underscore the necessity of detecting pathogen-pathogen and host-pathogen dynamics, rather than individual pathogens, thereby informing precision diagnostics and targeted intervention strategies.

## Linked entities

- **Species:** Streptococcus pneumoniae (taxon 1313), Fusobacterium nucleatum (taxon 851), Haemophilus influenzae (taxon 727)

## Full-text entities

- **Genes:** IL4 (interleukin 4) [NCBI Gene 3565] {aka BCGF-1, BCGF1, BSF-1, BSF1, IL-4}, IL2 (interleukin 2) [NCBI Gene 3558] {aka IL-2, TCGF, lymphokine}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}
- **Diseases:** airway hyperreactivity (MESH:D016535), bacterial co-infections (MESH:D060085), bacterial (MESH:D001424), Viral (MESH:D014777), infection (MESH:D007239), inflammation (MESH:D007249), ARIs (MESH:D012141)
- **Chemicals:** creatinine (MESH:D003404)
- **Species:** Fusobacterium nucleatum (species) [taxon 851], Mycoplasmoides pneumoniae (Filterable agent of primary atypical pneumonia, species) [taxon 2104], human metapneumovirus (no rank) [taxon 162145], Homo sapiens (human, species) [taxon 9606], Haemophilus influenzae (species) [taxon 727], Streptococcus pneumoniae (species) [taxon 1313]

## Full text

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## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12889064/full.md

## References

29 references — full list in the complete paper: https://tomesphere.com/paper/PMC12889064/full.md

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Source: https://tomesphere.com/paper/PMC12889064