Comparative and clinical impact of targeted next-generation sequencing in pediatric pneumonia diagnosis and treatment
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Updated: Sep 16, 2025

Targeted Next-generation Sequencing and Bioinformatics Pipeline to Evaluate Genetic Determinants of Constitutional Disease
Published on: April 4, 2018
Hui Shang1, Sini Zou1, Zhanying Ma1
1Department of Pediatrics, Dongguan Maternal and Child Health Care Hospital, Dongguan, China.
Background:
Community-acquired pneumonia (CAP) remains a significant cause of pediatric morbidity and mortality worldwide. Conventional microbial tests (CMTs) frequently fail to accurately identify pathogens, especially in cases involving co-infections or less common organisms. Targeted next-generation sequencing (tNGS) presents a promising alternative, offering comprehensive pathogen detection.
Methods:
A retrospective observational analysis was conducted on 206 pediatric CAP patients from July 2021 to January 2023. Bronchoalveolar lavage fluid (BALF) samples underwent simultaneous tNGS and CMTs. Clinical diagnoses based on comprehensive analysis served as the reference standard. Relative abundance thresholds were optimized to reduce false-positive detections.
Results:
Targeted next-generation sequencing detected pathogens in 97.0% (200/206) of cases, significantly higher than CMTs (52.9%, 109/206; p < 0.001). tNGS identified a broader spectrum of pathogens, substantially improving overall detection compared to CMTs (84.6% vs. 40.7%). Specifically, detection rates of viral pathogens (p < 0.05) and bacterial co-infections (p < 0.001) were significantly enhanced. The sensitivity and specificity of tNGS were 96.4 and 66.7%, respectively. Additionally, tNGS demonstrated superior diagnostic concordance with clinical diagnoses in both single and co-infection cases. Optimizing relative abundance thresholds reduced the false-positive rate from 39.7 to 29.5% (p < 0.0001). Clinical management was adjusted based on tNGS results in 41.7% of patients, significantly shortening hospital stays in severe CAP cases (p < 0.01).
Conclusion:
Targeted next-generation sequencing provides significantly improved pathogen detection, especially for co-infections, compared to CMTs. Implementing standardized relative abundance thresholds enhances the diagnostic specificity of tNGS, supporting its integration into routine clinical diagnostics for pediatric CAP to facilitate precise, timely therapeutic interventions.
Insights
Targeted next-generation sequencing (tNGS) significantly improves pathogen detection in pediatric community-acquired pneumonia (CAP) compared to conventional microbial tests. This advanced method enhances diagnosis, especially for co-infections, leading to better patient outcomes.
Area of Science:
- Microbiology
- Pediatric Infectious Diseases
- Genomics
Background:
- Community-acquired pneumonia (CAP) is a major global cause of childhood illness and death.
- Conventional microbial tests (CMTs) often fail to identify all causative agents in pediatric CAP, particularly in co-infections.
- Targeted next-generation sequencing (tNGS) offers a more comprehensive approach to pathogen identification.
Purpose of the Study:
- To compare the diagnostic performance of tNGS against CMTs in pediatric CAP.
- To evaluate the effectiveness of tNGS in detecting a broader range of pathogens, including co-infections.
- To assess the impact of tNGS on clinical management and patient outcomes.
Main Methods:
- A retrospective analysis of 206 pediatric CAP patients was performed.
- Bronchoalveolar lavage fluid (BALF) samples were analyzed using both tNGS and CMTs.
- Clinical diagnoses served as the reference standard, with optimized relative abundance thresholds for tNGS to minimize false positives.
Main Results:
- tNGS detected pathogens in 97.0% of cases, significantly outperforming CMTs (52.9%).
- tNGS demonstrated superior detection rates for viral pathogens and bacterial co-infections.
- tNGS results led to adjusted clinical management in 41.7% of patients, reducing hospital stays in severe cases.
Conclusions:
- tNGS offers significantly enhanced pathogen detection in pediatric CAP compared to CMTs.
- Optimized tNGS with standardized thresholds improves diagnostic specificity and aids in identifying co-infections.
- Integrating tNGS into routine diagnostics can facilitate precise and timely therapeutic interventions for pediatric CAP.
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