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Published on: August 25, 2018
Diagnostic Performance and Clinical Impact of Metagenomic Next-Generation Sequencing for Pediatric Infectious
Yunqian Zhu1, Mingyu Gan2,3, Mengmeng Ge1
1Department of Neonatology, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, People's Republic of China.
Abstract:
Metagenomic next-generation sequencing (mNGS) has shown promise in the diagnosis of infectious diseases in adults, while its efficacy in pediatric infections remains uncertain. We performed a retrospective analysis of 1,493 mNGS samples from pediatric patients with blood, central nervous system, and lower respiratory tract infections. The positive percent agreement (PPA) and the negative percent agreement (NPA) of mNGS were compared to conventional microbiological tests (CMT) based on clinical diagnosis. The agreement of mNGS compared to CMT, as well as the clinical impact of mNGS, were valuated. Using the clinical diagnosis as a reference, mNGS demonstrated a significantly higher overall PPA compared to CMT (53.1% [95% CI = 49.7 to 56.6%] versus 25.8% [95% CI = 22.8 to 28.9%]), while maintaining a comparable overall NPA (93.2% [95% CI = 91.3 to 95.1%] versus 97.2% [95% CI = 95.9 to 98.4%]). In septic patients under 6 years of age or with immunosuppressive status, mNGS showed a higher PPA and a comparable NPA compared to CMT. The overall PPA and NPA of mNGS compared to CMT were 75.3 and 75.0%, respectively. The majority of cases of Streptococcus pneumoniae, Streptococcus agalactiae, Mycobacterium tuberculosis complex, and Pneumocystis jirovecii infections were identified by mNGS. A positive clinical impact of 14.0% (206/1,473), a negative impact of 0.8% (11/1,473), a nonimpact of 84.7% (1,248/1,473), and an unknown impact of 0.5% (8/1,473) were observed in the mNGS results. Notably, the positive impact was greater among immunosuppressed patients than among nonimmunosuppressed individuals (67/247, 27.1% versus 139/1,226, 11.3%; P < 0.001). mNGS is valuable for pathogen detection, diagnosis, and clinical management of infections among pediatric patients. mNGS was thus effective for the diagnosis of pediatric infections, which may guide clinical management. Patients with immunosuppressive conditions benefited more from mNGS testing.
Insights
Metagenomic next-generation sequencing (mNGS) significantly improves pediatric infection diagnosis by showing higher positive agreement than conventional tests. This advanced method aids clinical management, especially for immunocompromised children.
Area of Science:
- Infectious Diseases
- Genomics
- Pediatrics
Background:
- Metagenomic next-generation sequencing (mNGS) shows promise for adult infectious disease diagnosis.
- Its effectiveness in pediatric populations is less understood.
- Pediatric infections require accurate and rapid diagnostic tools.
Purpose of the Study:
- To evaluate the diagnostic performance of mNGS in pediatric infections.
- To compare mNGS with conventional microbiological tests (CMT).
- To assess the clinical impact of mNGS in pediatric patients.
Main Methods:
- Retrospective analysis of 1,493 mNGS samples from pediatric patients.
- Comparison of mNGS results with clinical diagnosis and CMT.
- Evaluation of positive percent agreement (PPA) and negative percent agreement (NPA).
Main Results:
- mNGS demonstrated a significantly higher overall PPA (53.1%) compared to CMT (25.8%).
- Overall NPA was comparable between mNGS (93.2%) and CMT (97.2%).
- mNGS identified key pathogens like Streptococcus pneumoniae and Mycobacterium tuberculosis complex, with a 14.0% positive clinical impact, higher in immunocompromised children.
Conclusions:
- mNGS is a valuable tool for pathogen detection and diagnosis in pediatric infections.
- It effectively guides clinical management, particularly for immunocompromised pediatric patients.
- mNGS offers improved diagnostic accuracy over CMT for pediatric infectious diseases.
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