Observational studymSphere2026
Co-occurrence network analysis reveals novel associations between the neonatal airway microbiome and bronchopulmonary dysplasia risk: an observational, population-based study.
Observational study in mSphere, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
Abstract
To evaluate the association between respiratory tract microorganisms at birth and the subsequent development and severity of bronchopulmonary dysplasia (BPD) in preterm infants. This prospective cohort study enrolled 98 preterm infants (gestational age < 32 weeks, birth weight < 2,000 g). Tracheal aspirate samples were collected through endotracheal intubation within 2 h after birth. Using 16S rRNA sequencing, we characterized the airway microbiome and performed co-occurrence network analysis with compositionally robust methods. Among 98 preterm infants analyzed, the incidence of BPD was 68.4%, comprising 31 grade I, 20 grade II, and 16 grade III cases. Airway microbiota in infants with BPD exhibited distinct severity-stage patterns: IMPORTANCE: Bronchopulmonary dysplasia (BPD) remains the most common chronic lung disease in preterm infants. While its pathogenesis is incompletely understood, the role of the early respiratory microbe is increasingly recognized. Previous studies have largely focused on individual pathogenic taxa, overlooking the complex ecological interactions within microbial communities. Our analysis reveals that the architecture of microbial co-occurrence networks in the neonatal airway varies significantly with BPD severity. Notably, network complexity decreased markedly as BPD severity increased. We identified specific keystone taxa uniquely associated with disease outcomes, suggesting that microbial ecosystem stability rather than individual species may be a critical factor in BPD pathogenesis. These findings shift the focus from single microbes to the stability of the microbial ecosystem as a novel risk factor for severe BPD, offering new avenues for risk stratification and early intervention.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.