Evidence map›Paper›PMID 40453582›Full record

Observational studyFrontiers in endocrinology2025

Metabolomic fingerprints of clustered preterm and term neonates - a pilot study.

Miłosz Lorek, Teresa Joanna Stradomska, Anna Siejka, Janusz Fuchs, Dominika Januś, Aneta Gawlik-Starzyk

Abstract readObservational Study
In one paragraph

Observational study in Frontiers in endocrinology, 2025. 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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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

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

6 authors.

Miłosz LorekDepartment of Neonatal and Pediatric Intensive Care, John Paul II Center for Child and Family Health, Sosnowiec, Poland.
Teresa Joanna StradomskaLaboratory for the Diagnosis of Metabolic Disorders and Steroidogenesis, The Children's Memorial Health Institute, Warsaw, Poland.
Anna SiejkaLaboratory for the Diagnosis of Metabolic Disorders and Steroidogenesis, The Children's Memorial Health Institute, Warsaw, Poland.
Janusz FuchsDepartment of Neonatal and Pediatric Intensive Care, John Paul II Center for Child and Family Health, Sosnowiec, Poland.
Dominika JanuśDepartment of Paediatric and Adolescent Endocrinology, Jagiellonian University Medical College, University Children's Hospital, Krakow, Poland.
Aneta Gawlik-StarzykDepartment of Pediatrics and Pediatric Endocrinology, Medical University of Silesia, Katowice, Poland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Adrenal steroidogenesis plays a pivotal role in neonatal adaptation, and advanced steroid profiling offers novel insights into disease risks and personalized management strategies. This study aimed to identify adrenal steroid metabolomic clusters in neonates and to correlate them with clinical outcomes. Methods: In a prospective observational design (June 2021-July 2022), 50 neonates (12 early preterm, 18 late preterm, and 20 full-term) admitted with respiratory distress underwent continuous 24-hour urine collection via an urinary catheter. Steroid profiles were analyzed by gas chromatography-mass spectrometry. K-means clustering was employed to classify the metabolomic data, which were subsequently correlated with mortality, bronchopulmonary dysplasia (BPD), small for gestational age (SGA), and intraventricular hemorrhage (IVH). Results: K-means analysis delineated three distinct metabolic clusters. Cluster 1 displayed a profoundly suppressed steroidogenesis (low C19 and C21 excretion, diminished 3β-hydroxysteroid dehydrogenase and 5α-reductase activities), correlating with an increased incidence of BPD, high mortality risk scores, and significant rates of SGA/intrauterine growth restriction. Cluster 2 exhibited adrenal hyperactivation with elevated cortisol/cortisone derivatives, moderately increased C19/C21 metabolites, and partial 3β-HSD deficits, associated with a heightened risk of IVH and mortality. Cluster 3 showed robust steroidogenesis (high C19/C21 excretion and high 3β-HSD/5α-reductase activities), accompanied by the lowest mortality rates and absence of BPD or SGA/IUGR. Conclusions: Suppressed steroidogenesis increased BPD, SGA, and mortality, while excessive cortisol output in Cluster 2 was associated with a higher risk of IVH. Robust steroidogenesis supported favorable outcomes, highlighting the potential for metabolome-guided interventions.

Indexed as

Infant, PrematureMetabolomeMetabolomicsBronchopulmonary DysplasiaFemaleHumansInfant, NewbornInfant, Small for Gestational AgeMalePilot ProjectsProspective StudiesSteroidsSteroidsadrenalsK-means clusteringmetabolomicsneonatessteroidogenesis

Identifiers

PMID40453582
PMCPMC12122292

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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.