Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Olm, Matthew R., Bhattacharya, Nicholas, Crits-Christoph, Alexander, Firek, Brian A., Baker, Robyn, Song, Yun S., Morowitz, Michael J., Banfield, Jillian F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for the Advancement of Science 2019
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
_version_ 1783478240747192320
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
work_keys_str_mv AT olmmatthewr necrotizingenterocolitisisprecededbyincreasedgutbacterialreplicationklebsiellaandfimbriaeencodingbacteria
AT bhattacharyanicholas necrotizingenterocolitisisprecededbyincreasedgutbacterialreplicationklebsiellaandfimbriaeencodingbacteria
AT critschristophalexander necrotizingenterocolitisisprecededbyincreasedgutbacterialreplicationklebsiellaandfimbriaeencodingbacteria
AT firekbriana necrotizingenterocolitisisprecededbyincreasedgutbacterialreplicationklebsiellaandfimbriaeencodingbacteria
AT bakerrobyn necrotizingenterocolitisisprecededbyincreasedgutbacterialreplicationklebsiellaandfimbriaeencodingbacteria
AT songyuns necrotizingenterocolitisisprecededbyincreasedgutbacterialreplicationklebsiellaandfimbriaeencodingbacteria
AT morowitzmichaelj necrotizingenterocolitisisprecededbyincreasedgutbacterialreplicationklebsiellaandfimbriaeencodingbacteria
AT banfieldjillianf necrotizingenterocolitisisprecededbyincreasedgutbacterialreplicationklebsiellaandfimbriaeencodingbacteria