ORIGINAL RESEARCH article
Front. Endocrinol.
Sec. Adrenal Endocrinology
Volume 16 - 2025 | doi: 10.3389/fendo.2025.1569355
This article is part of the Research TopicComorbidities of adrenal-related endocrine disordersView all 6 articles
Metabolomic Fingerprints of Clustered Preterm and Term Neonates - A Pilot Study
Provisionally accepted- 1Medical University of Silesia, Katowice, Poland
- 2Department of Neonatal and Pediatric Intensive Care, John Paul II Center for Child and Family Health, Sosnowiec, Poland
- 3Laboratory for the Diagnosis of Metabolic Disorders and Steroidogenesis, The Children's Memorial Health Institute, Warsaw, Poland
- 4Department of Pediatric and Adolescent Endocrinology, Faculty of Medicine, Jagiellonian University Medical College, Kraków, Lesser Poland, Poland
- 5Department of Paediatric and Adolescent Endocrinology, University Children's Hospital, Kraków, Poland
- 6Department of Pediatrics and Pediatric Endocrinology, Medical University of Silesia, Katowice, Silesian, Poland
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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.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 24hour 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).K-means analysis delineated three distinct metabolic clusters. Cluster 1 displayed a profoundly suppressed steroidogenesis (low C19 and C21 excretion, diminished 3βhydroxysteroid 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.
Keywords: neonates, Adrenals, steroidogenesis, Metabolomics, K-Means clustering
Received: 31 Jan 2025; Accepted: 23 Apr 2025.
Copyright: © 2025 Lorek, Stradomska, Siejka, Fuchs, Janus and Gawlik-Starzyk. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence: Miłosz Lorek, Medical University of Silesia, Katowice, Poland
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