Evidence map›Paper›PMID 42577320›Full record

ArticleFrontiers in medicine2026

Early multi-system physiological biomarkers of bronchopulmonary dysplasia in preterm infants: a matched case-control study based on bedside monitoring.

Yu Ma, Jinhui Hu, Juan Liu, Yixin Zhang, Zhaojun Pan

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

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1 · What the graph read from it

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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.

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Yu Ma *Neonatal Medical Center, Affiliated Hospital of Yang Zhou University Medical College, Huai'an Maternal and Child Health Care Center, Huai'an, China.
Jinhui Hu *Neonatal Medical Center, Affiliated Hospital of Yang Zhou University Medical College, Huai'an Maternal and Child Health Care Center, Huai'an, China.
Juan LiuNeonatal Medical Center, Affiliated Hospital of Yang Zhou University Medical College, Huai'an Maternal and Child Health Care Center, Huai'an, China.
Yixin ZhangNeonatal Medical Center, Affiliated Hospital of Yang Zhou University Medical College, Huai'an Maternal and Child Health Care Center, Huai'an, China.
Zhaojun PanNeonatal Medical Center, Affiliated Hospital of Yang Zhou University Medical College, Huai'an Maternal and Child Health Care Center, Huai'an, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To identify early multi-system physiological biomarkers that can be obtained at the bedside prior to the formal diagnosis of bronchopulmonary dysplasia (BPD). Methods: We conducted a single-center retrospective 1:1 matched case-control study enrolling preterm infants of less than 32 weeks' gestational age admitted to the neonatal intensive care unit (NICU) of our institution between June 2022 and June 2025. Infants with confirmed BPD were assigned to the BPD group, and non-BPD controls were matched 1:1 by gestational age and birth weight. Baseline characteristics, bedside monitoring parameters, blood gas indices, and quantitative echocardiographic features were compared between the two groups. Candidate early variables associated with BPD were first screened using LASSO-penalized logistic regression, after which representative indicators from each physiological domain were selected to construct a multivariate logistic regression model. Results: A total of 50 infants were included in each group, and no significant differences in baseline or maternal perinatal characteristics were found between the two groups (all Conclusion: An early six-variable physiological profile integrating IMV, peak FiO

Indexed as

bronchopulmonary dysplasiaechocardiographyoxygenationperfusion indexpreterm infantrisk prediction

Identifiers

PMID42577320
PMCPMC13454276

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