Identical bacterial populations colonize premature infant gut, skin, and oral microbiomes and exhibit different in situ growth rates.

The initial microbiome impacts the health and future development of premature infants. Methodological limitations have led to gaps in our understanding of the habitat range and subpopulation complexity of founding strains, as well as how different body sites support microbial growth. Here, we used metagenomics to reconstruct genomes of strains that colonized the skin, mouth, and gut of two hospitalized premature infants during the first month of life. Seven bacterial populations, considered to be identical given whole-genome average nucleotide identity of >99.9%, colonized multiple body sites, yet none were shared between infants. Gut-associated Citrobacter koseri genomes harbored 47 polymorphic sites that we used to define 10 subpopulations, one of which appeared in the gut after 1 wk but did not spread to other body sites. Differential genome coverage was used to measure bacterial population replication rates in situ. In all cases where the same bacterial population was detected in multiple body sites, replication rates were faster in mouth and skin compared to the gut. The ability of identical strains to colonize multiple body sites underscores the habit flexibility of initial colonists, whereas differences in microbial replication rates between body sites suggest differences in host control and/or resource availability. Population genomic analyses revealed microdiversity within bacterial populations, implying initial inoculation by multiple individual cells with distinct genotypes. Overall, however, the overlap of strains across body sites implies that the premature infant microbiome can exhibit very low microbial diversity.

[1]  Brian C. Thomas,et al.  Measurement of bacterial replication rates in microbial communities , 2016, Nature Biotechnology.

[2]  Brian C. Thomas,et al.  Evidence for persistent and shared bacterial strains against a background of largely unique gut colonization in hospitalized premature infants , 2016, The ISME Journal.

[3]  Nitin Kumar,et al.  Culturing of ‘unculturable’ human microbiota reveals novel taxa and extensive sporulation , 2016, Nature.

[4]  G. Wong,et al.  Characterization of the Gut Microbiome Using 16S or Shotgun Metagenomics , 2016, Front. Microbiol..

[5]  N. Segata,et al.  Metagenomic Sequencing with Strain-Level Resolution Implicates Uropathogenic E. coli in Necrotizing Enterocolitis and Mortality in Preterm Infants , 2016, Cell reports.

[6]  Suzanne A Ford,et al.  Rapid evolution of microbe-mediated protection against pathogens in a worm host , 2016, The ISME Journal.

[7]  Molly K. Gibson,et al.  Developmental dynamics of the preterm infant gut microbiota and antibiotic resistome , 2016, Nature Microbiology.

[8]  J. Korlach,et al.  Resolving the Complexity of Human Skin Metagenomes Using Single-Molecule Sequencing , 2016, mBio.

[9]  Amnon Amir,et al.  Partial restoration of the microbiota of cesarean-born infants via vaginal microbial transfer , 2016, Nature Medicine.

[10]  Z. Pei,et al.  The first microbial environment of infants born by C-section: the operating room microbes , 2015, Microbiome.

[11]  S. Mazmanian,et al.  Gut biogeography of the bacterial microbiota , 2015, Nature Reviews Microbiology.

[12]  Tobias Kollmann,et al.  Early infancy microbial and metabolic alterations affect risk of childhood asthma , 2015, Science Translational Medicine.

[13]  Christine L. Sun,et al.  Metagenomic reconstructions of bacterial CRISPR loci constrain population histories , 2015, The ISME Journal.

[14]  R. Xavier,et al.  Growth dynamics of gut microbiota in health and disease inferred from single metagenomic samples , 2015, Science.

[15]  Rob Knight,et al.  ConStrains identifies microbial strains in metagenomic datasets , 2015, Nature Biotechnology.

[16]  D. Bhaya,et al.  Fine-scale diversity and extensive recombination in a quasisexual bacterial population occupying a broad niche , 2015, Science.

[17]  V. Tremaroli,et al.  Dynamics and Stabilization of the Human Gut Microbiome during the First Year of Life. , 2015, Cell host & microbe.

[18]  Brian C. Thomas,et al.  Gut bacteria are rarely shared by co-hospitalized premature infants, regardless of necrotizing enterocolitis development , 2015, eLife.

[19]  M. Dominguez-Bello,et al.  The infant microbiome development: mom matters. , 2015, Trends in molecular medicine.

[20]  J. Faith,et al.  Identifying strains that contribute to complex diseases through the study of microbial inheritance , 2015, Proceedings of the National Academy of Sciences.

[21]  P. Schloss,et al.  Dynamics and associations of microbial community types across the human body , 2014, Nature.

[22]  Brian Bushnell,et al.  BBMap: A Fast, Accurate, Splice-Aware Aligner , 2014 .

[23]  Qichao Tu,et al.  Strain/species identification in metagenomes using genome-specific markers , 2014, Nucleic acids research.

[24]  Brian C. Thomas,et al.  Microbes in the neonatal intensive care unit resemble those found in the gut of premature infants , 2014, Microbiome.

[25]  K. McCoy,et al.  Intestinal Microbial Diversity during Early-Life Colonization Shapes Long-Term IgE Levels , 2013, Cell host & microbe.

[26]  Susumu Goto,et al.  Data, information, knowledge and principle: back to metabolism in KEGG , 2013, Nucleic Acids Res..

[27]  D. Relman,et al.  Microbiome Assembly across Multiple Body Sites in Low-Birthweight Infants , 2013, mBio.

[28]  Sean R. Eddy,et al.  Infernal 1.1: 100-fold faster RNA homology searches , 2013, Bioinform..

[29]  M. Kleerebezem,et al.  Multifactorial diversity sustains microbial community stability , 2013, The ISME Journal.

[30]  Michael M. Desai,et al.  Pervasive Genetic Hitchhiking and Clonal Interference in 40 Evolving Yeast Populations , 2013, Nature.

[31]  Brian C. Thomas,et al.  Time series community genomics analysis reveals rapid shifts in bacterial species, strains, and phage during infant gut colonization , 2013, Genome research.

[32]  J. Kroll,et al.  The neonatal gastrointestinal microbiota: the foundation of future health? , 2012, Archives of Disease in Childhood: Fetal and Neonatal Edition.

[33]  A. Wilm,et al.  LoFreq: a sequence-quality aware, ultra-sensitive variant caller for uncovering cell-population heterogeneity from high-throughput sequencing datasets , 2012, Nucleic acids research.

[34]  Evan S Snitkin,et al.  Tracking a Hospital Outbreak of Carbapenem-Resistant Klebsiella pneumoniae with Whole-Genome Sequencing , 2012, Science Translational Medicine.

[35]  D. Relman,et al.  The Application of Ecological Theory Toward an Understanding of the Human Microbiome , 2012, Science.

[36]  Mihai Pop,et al.  Deep Sequencing of the Oral Microbiome Reveals Signatures of Periodontal Disease , 2012, PloS one.

[37]  Siu-Ming Yiu,et al.  IDBA-UD: a de novo assembler for single-cell and metagenomic sequencing data with highly uneven depth , 2012, Bioinform..

[38]  Shane S. Sturrock,et al.  Geneious Basic: An integrated and extendable desktop software platform for the organization and analysis of sequence data , 2012, Bioinform..

[39]  Steven L Salzberg,et al.  Fast gapped-read alignment with Bowtie 2 , 2012, Nature Methods.

[40]  M. Boyé,et al.  Bacterial colonization and gut development in preterm neonates. , 2012, Early human development.

[41]  Konstantinos T. Konstantinidis,et al.  Genome sequencing of environmental Escherichia coli expands understanding of the ecology and speciation of the model bacterial species , 2011, Proceedings of the National Academy of Sciences.

[42]  M. Touchon,et al.  CRISPR Distribution within the Escherichia coli Species Is Not Suggestive of Immunity-Associated Diversifying Selection , 2011, Journal of bacteriology.

[43]  Vincent J. Denef,et al.  Strain-resolved community genomic analysis of gut microbial colonization in a premature infant , 2010, Proceedings of the National Academy of Sciences.

[44]  Kelli L. Palmer,et al.  Multidrug-Resistant Enterococci Lack CRISPR-cas , 2010, mBio.

[45]  Robert C. Edgar,et al.  Search and clustering orders of magnitude faster than BLAST , 2010, Bioinform..

[46]  R. Knight,et al.  Delivery mode shapes the acquisition and structure of the initial microbiota across multiple body habitats in newborns , 2010, Proceedings of the National Academy of Sciences.

[47]  M. Touchon,et al.  The Small, Slow and Specialized CRISPR and Anti-CRISPR of Escherichia and Salmonella , 2010, PloS one.

[48]  Miriam L. Land,et al.  Trace: Tennessee Research and Creative Exchange Prodigal: Prokaryotic Gene Recognition and Translation Initiation Site Identification Recommended Citation Prodigal: Prokaryotic Gene Recognition and Translation Initiation Site Identification , 2022 .

[49]  O. Tenaillon,et al.  The population genetics of commensal Escherichia coli , 2010, Nature Reviews Microbiology.

[50]  Peter Salamon,et al.  Viral and microbial community dynamics in four aquatic environments , 2010, The ISME Journal.

[51]  R. Barrangou,et al.  CRISPR/Cas, the Immune System of Bacteria and Archaea , 2010, Science.

[52]  R. Rosselló-Móra,et al.  Shifting the genomic gold standard for the prokaryotic species definition , 2009, Proceedings of the National Academy of Sciences.

[53]  Ken Chen,et al.  VarScan: variant detection in massively parallel sequencing of individual and pooled samples , 2009, Bioinform..

[54]  Gonçalo R. Abecasis,et al.  The Sequence Alignment/Map format and SAMtools , 2009, Bioinform..

[55]  M. Wagner,et al.  Microbial diversity and the genetic nature of microbial species , 2008, Nature Reviews Microbiology.

[56]  J. Banfield,et al.  Rapidly evolving CRISPRs implicated in acquired resistance of microorganisms to viruses. , 2007, Environmental microbiology.

[57]  L. Hawkley,et al.  Social regulation of gene expression in human leukocytes , 2007, Genome Biology.

[58]  Ibtissem Grissa,et al.  CRISPRFinder: a web tool to identify clustered regularly interspaced short palindromic repeats , 2007, Nucleic Acids Res..

[59]  Peter B. McGarvey,et al.  UniRef: comprehensive and non-redundant UniProt reference clusters , 2007, Bioinform..

[60]  Laura E. Green,et al.  The role of ecological theory in microbial ecology , 2007, Nature Reviews Microbiology.

[61]  J. Korbel,et al.  Prediction of effective genome size in metagenomic samples , 2007, Genome Biology.

[62]  Anne K Camper,et al.  Comparison of propidium monoazide with ethidium monoazide for differentiation of live vs. dead bacteria by selective removal of DNA from dead cells. , 2006, Journal of microbiological methods.

[63]  Jan-Fang Cheng,et al.  Detection of weakly conserved ancestral mammalian regulatory sequences by primate comparisons , 2006, Genome Biology.

[64]  Steven Salzberg,et al.  Beware of mis-assembled genomes , 2005, Bioinform..

[65]  J. Overmann,et al.  Ecological Significance of Microdiversity: Identical 16S rRNA Gene Sequences Can Be Found in Bacteria with Highly Divergent Genomes and Ecophysiologies , 2004, Applied and Environmental Microbiology.

[66]  A Grigoriev,et al.  Analyzing genomes with cumulative skew diagrams. , 1998, Nucleic acids research.

[67]  S. Eddy,et al.  tRNAscan-SE: a program for improved detection of transfer RNA genes in genomic sequence. , 1997, Nucleic acids research.

[68]  H. Ridgway,et al.  Use of a fluorescent redox probe for direct visualization of actively respiring bacteria , 1992, Applied and environmental microbiology.

[69]  E. Myers,et al.  Basic local alignment search tool. , 1990, Journal of molecular biology.

[70]  D. Karl Measurement of Microbial Activity and Growth in the Ocean by Rates of Stable Ribonucleic Acid Synthesis , 1979, Applied and environmental microbiology.

[71]  V. Tremaroli,et al.  Dynamics and Stabilization of the Human Gut Microbiome during the First Year of Life. , 2015, Cell host & microbe.

[72]  Jeffrey E. Barrick,et al.  Identification of mutations in laboratory-evolved microbes from next-generation sequencing data using breseq. , 2014, Methods in molecular biology.

[73]  Christine L. Sun,et al.  Analysis of streptococcal CRISPRs from human saliva reveals substantial sequence diversity within and between subjects over time. , 2011, Genome research.

[74]  Eric P. Nawrocki,et al.  Structural rna homology search and alignment using covariance models , 2009 .

[75]  Bryan S. Biehl,et al.  Genome analysis Reordering contigs of draft genomes using the Mauve Aligner , 2009 .

[76]  J. Leary,et al.  NodST : A mass spectrometry approach Observation of a hybrid random ping-pong mechanism of catalysis for , 2003 .

[77]  M. Skurnik,et al.  YadA, the multifaceted Yersinia adhesin. , 2001, International journal of medical microbiology : IJMM.