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Necrotizing enterocolitis is preceded by increased gut bacterial replication, Klebsiella, and fimbriae-encoding bacteria
Necrotizing enterocolitis (NEC) is a devastating intestinal disease that occurs primarily in premature infants. We performed genome-resolved metagenomic analysis of 1163 fecal samples from premature infants to identify microbial features predictive of NEC. Features considered include genes, bacteria...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Association for the Advancement of Science
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6905865/ https://www.ncbi.nlm.nih.gov/pubmed/31844663 http://dx.doi.org/10.1126/sciadv.aax5727 |
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author | Olm, Matthew R. Bhattacharya, Nicholas Crits-Christoph, Alexander Firek, Brian A. Baker, Robyn Song, Yun S. Morowitz, Michael J. Banfield, Jillian F. |
author_facet | Olm, Matthew R. Bhattacharya, Nicholas Crits-Christoph, Alexander Firek, Brian A. Baker, Robyn Song, Yun S. Morowitz, Michael J. Banfield, Jillian F. |
author_sort | Olm, Matthew R. |
collection | PubMed |
description | Necrotizing enterocolitis (NEC) is a devastating intestinal disease that occurs primarily in premature infants. We performed genome-resolved metagenomic analysis of 1163 fecal samples from premature infants to identify microbial features predictive of NEC. Features considered include genes, bacterial strain types, eukaryotes, bacteriophages, plasmids, and growth rates. A machine learning classifier found that samples collected before NEC diagnosis harbored significantly more Klebsiella, bacteria encoding fimbriae, and bacteria encoding secondary metabolite gene clusters related to quorum sensing and bacteriocin production. Notably, replication rates of all bacteria, especially Enterobacteriaceae, were significantly higher 2 days before NEC diagnosis. The findings uncover biomarkers that could lead to early detection of NEC and targets for microbiome-based therapeutics. |
format | Online Article Text |
id | pubmed-6905865 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | American Association for the Advancement of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-69058652019-12-16 Necrotizing enterocolitis is preceded by increased gut bacterial replication, Klebsiella, and fimbriae-encoding bacteria Olm, Matthew R. Bhattacharya, Nicholas Crits-Christoph, Alexander Firek, Brian A. Baker, Robyn Song, Yun S. Morowitz, Michael J. Banfield, Jillian F. Sci Adv Research Articles Necrotizing enterocolitis (NEC) is a devastating intestinal disease that occurs primarily in premature infants. We performed genome-resolved metagenomic analysis of 1163 fecal samples from premature infants to identify microbial features predictive of NEC. Features considered include genes, bacterial strain types, eukaryotes, bacteriophages, plasmids, and growth rates. A machine learning classifier found that samples collected before NEC diagnosis harbored significantly more Klebsiella, bacteria encoding fimbriae, and bacteria encoding secondary metabolite gene clusters related to quorum sensing and bacteriocin production. Notably, replication rates of all bacteria, especially Enterobacteriaceae, were significantly higher 2 days before NEC diagnosis. The findings uncover biomarkers that could lead to early detection of NEC and targets for microbiome-based therapeutics. American Association for the Advancement of Science 2019-12-11 /pmc/articles/PMC6905865/ /pubmed/31844663 http://dx.doi.org/10.1126/sciadv.aax5727 Text en Copyright © 2019 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works. Distributed under a Creative Commons Attribution NonCommercial License 4.0 (CC BY-NC). http://creativecommons.org/licenses/by-nc/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial license (http://creativecommons.org/licenses/by-nc/4.0/) , which permits use, distribution, and reproduction in any medium, so long as the resultant use is not for commercial advantage and provided the original work is properly cited. |
spellingShingle | Research Articles Olm, Matthew R. Bhattacharya, Nicholas Crits-Christoph, Alexander Firek, Brian A. Baker, Robyn Song, Yun S. Morowitz, Michael J. Banfield, Jillian F. Necrotizing enterocolitis is preceded by increased gut bacterial replication, Klebsiella, and fimbriae-encoding bacteria |
title | Necrotizing enterocolitis is preceded by increased gut bacterial replication, Klebsiella, and fimbriae-encoding bacteria |
title_full | Necrotizing enterocolitis is preceded by increased gut bacterial replication, Klebsiella, and fimbriae-encoding bacteria |
title_fullStr | Necrotizing enterocolitis is preceded by increased gut bacterial replication, Klebsiella, and fimbriae-encoding bacteria |
title_full_unstemmed | Necrotizing enterocolitis is preceded by increased gut bacterial replication, Klebsiella, and fimbriae-encoding bacteria |
title_short | Necrotizing enterocolitis is preceded by increased gut bacterial replication, Klebsiella, and fimbriae-encoding bacteria |
title_sort | necrotizing enterocolitis is preceded by increased gut bacterial replication, klebsiella, and fimbriae-encoding bacteria |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6905865/ https://www.ncbi.nlm.nih.gov/pubmed/31844663 http://dx.doi.org/10.1126/sciadv.aax5727 |
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