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Gut Sphingolipid Composition as a Prelude to Necrotizing Enterocolitis
Necrotizing enterocolitis (NEC) remains a major challenge in neonatology. Little is known about NEC pathophysiology apart from the presence of pre-event gut dysbiosis. Here, we applied broad range metabolomics to stools obtained 1–5 days before NEC developed from 9 cases (9 samples) and 19 (32 sampl...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6054655/ https://www.ncbi.nlm.nih.gov/pubmed/30030452 http://dx.doi.org/10.1038/s41598-018-28862-4 |
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author | Rusconi, B. Jiang, X. Sidhu, R. Ory, D. S. Warner, B. B. Tarr, P. I. |
author_facet | Rusconi, B. Jiang, X. Sidhu, R. Ory, D. S. Warner, B. B. Tarr, P. I. |
author_sort | Rusconi, B. |
collection | PubMed |
description | Necrotizing enterocolitis (NEC) remains a major challenge in neonatology. Little is known about NEC pathophysiology apart from the presence of pre-event gut dysbiosis. Here, we applied broad range metabolomics to stools obtained 1–5 days before NEC developed from 9 cases (9 samples) and 19 (32 samples) controls matched for gestational age at birth and birth weight. The 764 identified metabolites identified six pathways that differ between cases and controls. We pursued sphingolipid metabolism because cases had decreased ceramides and increased sphingomyelins compared to controls, and because of the relevance of sphingolipids to human inflammatory disorders. Targeted analysis of samples from 23 cases and 46 controls confirmed the initial broad range observations. While metabolites provided only 73% accuracy of classification by machine learning, hierarchical clustering defined a sphingolipid associated grouping that contained 60% of the cases but only 13% of the controls, possibly identifying a pathophysiologically distinct subset of NEC. The clustering did not associate with any of the analyzed clinical and sample variables. We conclude that there are significant changes in sphingolipid metabolism components in pre-NEC stools compared to controls, but our data urge circumspection before using sphingolipids as broadly applicable predictive biomarkers. |
format | Online Article Text |
id | pubmed-6054655 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-60546552018-07-23 Gut Sphingolipid Composition as a Prelude to Necrotizing Enterocolitis Rusconi, B. Jiang, X. Sidhu, R. Ory, D. S. Warner, B. B. Tarr, P. I. Sci Rep Article Necrotizing enterocolitis (NEC) remains a major challenge in neonatology. Little is known about NEC pathophysiology apart from the presence of pre-event gut dysbiosis. Here, we applied broad range metabolomics to stools obtained 1–5 days before NEC developed from 9 cases (9 samples) and 19 (32 samples) controls matched for gestational age at birth and birth weight. The 764 identified metabolites identified six pathways that differ between cases and controls. We pursued sphingolipid metabolism because cases had decreased ceramides and increased sphingomyelins compared to controls, and because of the relevance of sphingolipids to human inflammatory disorders. Targeted analysis of samples from 23 cases and 46 controls confirmed the initial broad range observations. While metabolites provided only 73% accuracy of classification by machine learning, hierarchical clustering defined a sphingolipid associated grouping that contained 60% of the cases but only 13% of the controls, possibly identifying a pathophysiologically distinct subset of NEC. The clustering did not associate with any of the analyzed clinical and sample variables. We conclude that there are significant changes in sphingolipid metabolism components in pre-NEC stools compared to controls, but our data urge circumspection before using sphingolipids as broadly applicable predictive biomarkers. Nature Publishing Group UK 2018-07-20 /pmc/articles/PMC6054655/ /pubmed/30030452 http://dx.doi.org/10.1038/s41598-018-28862-4 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Rusconi, B. Jiang, X. Sidhu, R. Ory, D. S. Warner, B. B. Tarr, P. I. Gut Sphingolipid Composition as a Prelude to Necrotizing Enterocolitis |
title | Gut Sphingolipid Composition as a Prelude to Necrotizing Enterocolitis |
title_full | Gut Sphingolipid Composition as a Prelude to Necrotizing Enterocolitis |
title_fullStr | Gut Sphingolipid Composition as a Prelude to Necrotizing Enterocolitis |
title_full_unstemmed | Gut Sphingolipid Composition as a Prelude to Necrotizing Enterocolitis |
title_short | Gut Sphingolipid Composition as a Prelude to Necrotizing Enterocolitis |
title_sort | gut sphingolipid composition as a prelude to necrotizing enterocolitis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6054655/ https://www.ncbi.nlm.nih.gov/pubmed/30030452 http://dx.doi.org/10.1038/s41598-018-28862-4 |
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