Evidence map›Paper›PMID 41631824›Full record

Observational studymSphere2026

Co-occurrence network analysis reveals novel associations between the neonatal airway microbiome and bronchopulmonary dysplasia risk: an observational, population-based study.

Liang Gao, Yingying Qiu, Xinzhu Lin, Yulin Zhou, Yvcong Lin, Kunyao Hong, Lian Wang, Wei Shen, Qian Zhang

Abstract readObservational Study
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

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.

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

9 authors.

Liang Gao *Department of Neonatology, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, Fujian, China.ORCID 0000-0003-0157-7197
Yingying Qiu *School of Public Health, Xiamen University, Xiamen, Fujian, China.ORCID 0009-0005-9014-5653
Xinzhu Lin *Department of Neonatology, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, Fujian, China.
Yulin ZhouDepartment of Neonatology, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, Fujian, China.
Yvcong LinDepartment of Neonatology, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, Fujian, China.
Kunyao HongDepartment of Neonatology, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, Fujian, China.
Lian WangDepartment of Neonatology, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, Fujian, China.
Wei ShenDepartment of Neonatology, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, Fujian, China.ORCID 0000-0003-1253-4125
Qian ZhangCollege of the Environment and Ecology, Xiamen University, Xiamen, Fujian, China.ORCID 0000-0002-1222-308X

Funding

Fujian Provincial Health Technology Project 2023GGB15Guidance Project of Xiamen Science and Technology 3502Z2014ZD1232Key Project of Xiamen Science and Technology Plan 3502Z20244007National Natural Science Foundation of China 42577480, 42077386Natural Science Foundation of Fujian Province 2022D004Natural Science Foundation of Fujian Province 2023J01042Natural Science Foundation of Fujian Province 2025J01120664
6 · The paper itself

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

BacteriaBronchopulmonary DysplasiaMicrobiotaRespiratory SystemFemaleHumansInfant, NewbornInfant, PrematureMaleProspective StudiesRNA, Ribosomal, 16SRNA, Ribosomal, 16Sbronchopulmonary dysplasialower airwaymicrobiotavery preterm infant

Identifiers

PMID41631824
PMCPMC12931270

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.