Evidence map›Paper›PMID 41527107›Full record

ArticleItalian journal of pediatrics2026

Clinical impact of targeted next-generation sequencing in paediatric pneumonia management: a real-world study evaluating diagnostic concordance and antimicrobial stewardship across multiple specimen types.

Feijin Lin, Gao Sang, Zheqi Wang, Mingang Kong, Qian Chen

Abstract read
In one paragraph

Article in Italian journal of pediatrics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Feijin LinDepartment of Traditional Chinese Medicine, Hangzhou Children's Hospital, 195 Wenhui Road, HangZhou, Zhejiang Province, 310014, China. lindyhz@sohu.com.
Gao SangDepartment of Traditional Chinese Medicine, Hangzhou Children's Hospital, 195 Wenhui Road, HangZhou, Zhejiang Province, 310014, China.
Zheqi WangDepartment of Traditional Chinese Medicine, Hangzhou Children's Hospital, 195 Wenhui Road, HangZhou, Zhejiang Province, 310014, China.
Mingang KongDepartment of Traditional Chinese Medicine, Hangzhou Children's Hospital, 195 Wenhui Road, HangZhou, Zhejiang Province, 310014, China.
Qian ChenDepartment of Traditional Chinese Medicine, Hangzhou Children's Hospital, 195 Wenhui Road, HangZhou, Zhejiang Province, 310014, China.

Funding

The Construction Fund of Key Medical Disciplines of Hangzhou 2025HZZD19
6 · The paper itself

Abstract

objectiveThis study aims to evaluate the clinical utility of targeted next-generation sequencing (tNGS) in a real-world paediatric pneumonia cohort.

methodsA retrospective cohort study was conducted of 586 children hospitalised with pneumonia who underwent tNGS testing alongside conventional microbiological methods. The study evaluated diagnostic concordance between tNGS and composite reference standards, assessed the impact on antimicrobial therapy changes within 48 h and identified predictors of tNGS-guided therapy modifications. Statistical analyses included McNemar’s test for paired comparisons, Cohen’s kappa for concordance and multivariable logistic regression for predictors of therapy change.

resultsAmong the 586 patients (median age 5.0 years, 48.5% girls), tNGS showed a significantly higher positivity rate of 96.9% compared with 45.2% for polymerase chain reaction (PCR; 13 respiratory pathogens panel), 38.1% for culture, 15.4% for antigen testing (influenza A/B, respiratory syncytial virus, adenovirus, Mycoplasma pneumoniae) and 25.3% for serology (all P < 0.001). The diagnostic concordance between tNGS and composite reference standards showed high positive percent agreement (97.4%, 95% confidence interval [CI] 95.7%–98.5%) but low negative percent agreement (6.0%, 95% CI 2.0%–13.5%), with poor overall concordance (κ = 0.05, 95% CI 0.01–0.09). Targeted NGS results led to antimicrobial therapy changes in 30.2% of patients (95% CI 26.5%–33.9%), with 61 escalations, 72 de-escalations and 44 class switches. Age was the only significant predictor of therapy change (adjusted odds ratio 1.14, 95% CI 1.08–1.20, P < 0.001). Specimen-type analysis revealed the highest culture positivity in bronchoalveolar lavage (56.7%) and the highest PCR positivity in sputum (69.2%).

conclusionsTargeted NGS showed higher pathogen detection rates than conventional methods and influenced antimicrobial management in nearly one-third of paediatric pneumonia cases. The predominance of de-escalation suggests potential for antimicrobial stewardship. However, the low negative percent agreement indicates that tNGS may detect clinically insignificant organisms.

Indexed as

Antimicrobial StewardshipHigh-Throughput Nucleotide SequencingPneumoniaAnti-Bacterial AgentsChildChild, PreschoolFemaleHumansInfantMaleRetrospective StudiesAnti-Bacterial AgentsManagementNext-generation sequencingPathogen detectionPneumonia

Identifiers

PMID41527107
PMCPMC12888273

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.