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Title: Hospitalized Premature Infants Are Colonized by Related Bacterial Strains with Distinct Proteomic Profiles

Journal Article · · mBio (Online)
ORCiD logo [1]; ORCiD logo [2];  [1];  [3];  [4];  [5];  [6]; ORCiD logo [7];  [8]
  1. Univ. of California, Berkeley, CA (United States). Department of Plant and Microbial Biology
  2. Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States). Biosciences Division
  3. Univ. of California, Berkeley, CA (United States). Department of Earth and Planetary Science
  4. Magee-Womens Hospital of UPMC, Pittsburgh, PA (United States)
  5. University of Pittsburgh School of Medicine, Pittsburgh, PA (United States). Department of Surgery
  6. University of Pittsburgh School of Medicine, Pittsburgh, PA (United States). Department of Surgery; Children’s Hospital of Pittsburgh of UPMC, Pittsburgh, PA (United States). Division of Pediatric General and Thoracic Surgery
  7. Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States). Chemical Sciences Division
  8. Univ. of California, Berkeley, CA (United States). Department of Earth and Planetary Science and Department of Environmental Science, Policy, and Management; Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States). Earth Sciences Division

During the first weeks of life, microbial colonization of the gut impacts human immune system maturation and other developmental processes. In premature infants, aberrant colonization has been implicated in the onset of necrotizing enterocolitis (NEC), a life-threatening intestinal disease. To study the premature infant gut colonization process, genome-resolved metagenomics was conducted on 343 fecal samples collected during the first 3 months of life from 35 premature infants housed in a neonatal intensive care unit, 14 of whom developed NEC, and metaproteomic measurements were made on 87 samples. Microbial community composition and proteomic profiles remained relatively stable on the time scale of a week, but the proteome was more variable. Although genetically similar organisms colonized many infants, most infants were colonized by distinct strains with metabolic profiles that could be distinguished using metaproteomics. Microbiome composition correlated with infant, antibiotics administration, and NEC diagnosis. Communities were found to cluster into seven primary types, and community type switched within infants, sometimes multiple times. Interestingly, some communities sampled from the same infant at subsequent time points clustered with those of other infants. In some cases, switches preceded onset of NEC; however, no species or community type could account for NEC across the majority of infants. In addition to a correlation of protein abundances with organism replication rates, we found that organism proteomes correlated with overall community composition. Thus, this genome-resolved proteomics study demonstrated that the contributions of individual organisms to microbiome development depend on microbial community context.

Research Organization:
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
Sponsoring Organization:
USDOE
Grant/Contract Number:
AC05-00OR22725
OSTI ID:
1474619
Journal Information:
mBio (Online), Vol. 9, Issue 2; ISSN 2150-7511
Publisher:
American Society for MicrobiologyCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 22 works
Citation information provided by
Web of Science

References (48)

IDBA-UD: a de novo assembler for single-cell and metagenomic sequencing data with highly uneven depth journal April 2012
Temporal bacterial and metabolic development of the preterm gut reveals specific signatures in health and disease journal December 2016
Clinical Benefits of Lactoferrin for Infants and Children journal June 2016
Bacterial Community Variation in Human Body Habitats Across Space and Time journal November 2009
Strain-resolved analysis of hospital rooms and infants reveals overlap between the human and room microbiome journal November 2017
Shifting the genomic gold standard for the prokaryotic species definition journal October 2009
Peripheral education of the immune system by colonic commensal microbiota journal September 2011
edgeR: a Bioconductor package for differential expression analysis of digital gene expression data journal November 2009
Development of the Human Infant Intestinal Microbiota journal June 2007
Time series community genomics analysis reveals rapid shifts in bacterial species, strains, and phage during infant gut colonization journal August 2012
A metagenome-wide association study of gut microbiota in type 2 diabetes journal September 2012
Gut bacteria are rarely shared by co-hospitalized premature infants, regardless of necrotizing enterocolitis development journal March 2015
Evidence for persistent and shared bacterial strains against a background of largely unique gut colonization in hospitalized premature infants journal June 2016
Necrotizing Enterocolitis journal January 2011
Measurement of bacterial replication rates in microbial communities journal November 2016
UniRef: comprehensive and non-redundant UniProt reference clusters journal March 2007
Estimating the number of clusters in a data set via the gap statistic
  • Tibshirani, Robert; Walther, Guenther; Hastie, Trevor
  • Journal of the Royal Statistical Society: Series B (Statistical Methodology), Vol. 63, Issue 2, p. 411-423 https://doi.org/10.1111/1467-9868.00293
journal May 2001
KEGG: Kyoto Encyclopedia of Genes and Genomes journal January 2000
Fast gapped-read alignment with Bowtie 2 journal March 2012
IDPicker 2.0: Improved Protein Assembly with High Discrimination Peptide Identification Filtering journal August 2009
Community-wide analysis of microbial genome sequence signatures journal January 2009
Unravelling the pathogenesis of inflammatory bowel disease journal July 2007
Basic local alignment search tool journal October 1990
dRep: a tool for fast and accurate genomic comparisons that enables improved genome recovery from metagenomes through de-replication journal July 2017
Intestinal Microbial Ecology in Premature Infants Assessed with Non–Culture-Based Techniques journal January 2010
Intestinal dysbiosis in preterm infants preceding necrotizing enterocolitis: a systematic review and meta-analysis journal March 2017
Fecal Microbiota in Premature Infants Prior to Necrotizing Enterocolitis journal June 2011
Microbial metaproteomics for characterizing the range of metabolic functions and activities of human gut microbiota journal May 2015
KEGG for integration and interpretation of large-scale molecular data sets journal November 2011
Antibiotics, birth mode, and diet shape microbiome maturation during early life journal June 2016
Prodigal: prokaryotic gene recognition and translation initiation site identification journal March 2010
An efficient algorithm for large-scale detection of protein families journal April 2002
somoclu : An Efficient Parallel Library for Self-Organizing Maps journal January 2017
CheckM: assessing the quality of microbial genomes recovered from isolates, single cells, and metagenomes journal May 2015
MyriMatch:  Highly Accurate Tandem Mass Spectral Peptide Identification by Multivariate Hypergeometric Analysis journal February 2007
UniProt: a hub for protein information journal October 2014
Genome resolved analysis of a premature infant gut microbial community reveals a Varibaculum cambriense genome and a shift towards fermentation-based metabolism during the third week of life journal January 2013
Genome-resolved metaproteomic characterization of preterm infant gut microbiota development reveals species-specific metabolic shifts and variabilities during early life journal July 2017
Lactoferrin in the Preterm Infants' Diet Attenuates Iron-Induced Oxidation Products journal December 2002
Early microbial and metabolomic signatures predict later onset of necrotizing enterocolitis in preterm infants journal April 2013
Regulation of inflammatory responses by gut microbiota and chemoattractant receptor GPR43 journal October 2009
Search and clustering orders of magnitude faster than BLAST journal August 2010
Gut Microbiome Metagenomics Analysis Suggests a Functional Model for the Development of Autoimmunity for Type 1 Diabetes journal October 2011
Mash: fast genome and metagenome distance estimation using MinHash journal June 2016
UniFrac: a New Phylogenetic Method for Comparing Microbial Communities journal December 2005
Necrotizing Enterocolitis journal February 2009
Necrotizing Enterocolitis journal December 2020
Somoclu: An Efficient Parallel Library for Self-Organizing Maps text January 2013

Cited By (2)

Effects of early life NICU stress on the developing gut microbiome journal January 2019
Genome-resolved metagenomics of eukaryotic populations during early colonization of premature infants and in hospital rooms journal February 2019