A compilation of fecal microbiome shotgun metagenomics from hospitalized patients undergoing hematopoietic cell transplantation

Hospitalized patients receiving hematopoietic cell transplants provide a unique opportunity to study how the human gut microbiome changes in response to perturbations, and how the resulting changes in the microbiome feedback on its living host. We previously compiled a large-scale longitudinal dataset of stool microbiome compositions from these patients and associated metadata1. In that dataset the microbiome analysis was limited to the taxonomic composition of the bacterial population obtained from 16S rRNA gene sequencing. Here, we augment those data with shotgun metagenomic sequences from a nested subset of 395 stool samples. We provide accession numbers that link each sample to the paired-end sequencing files deposited in a public repository, which can be directly accessed by the online services of PATRIC2 to be analyzed without the users having to download or transfer the files. We provide examples that show how shotgun sequencing enriches microbiome analyses beyond the taxonomic composition such as the analysis of gene functions including virulence factors and antibiotic resistances, and the assembly of genomes from metagenomic data.

[1]  Hua Tang,et al.  Rare transmission of commensal and pathogenic bacteria in the gut microbiome of hospitalized adults , 2021, bioRxiv.

[2]  C. Manichanh,et al.  Does Day-to-Day Variability in Stool Consistency Link to the Fecal Microbiota Composition? , 2021, Frontiers in Cellular and Infection Microbiology.

[3]  C. Karapetis,et al.  Conventional myelosuppressive chemotherapy for non-haematological malignancy disrupts the intestinal microbiome , 2021, BMC cancer.

[4]  Victòria Pascal Andreu,et al.  The gutSMASH web server: automated identification of primary metabolic gene clusters from the gut microbiota , 2021, Nucleic Acids Res..

[5]  Y. Taur,et al.  Compilation of longitudinal microbiota data and hospitalome from hematopoietic cell transplantation patients , 2021, Scientific Data.

[6]  J. Banfield,et al.  inStrain profiles population microdiversity from metagenomic data and sensitively detects shared microbial strains , 2021, Nature Biotechnology.

[7]  F. Hildebrand,et al.  Metage2Metabo, microbiota-scale metabolic complementarity for the identification of key species , 2020, eLife.

[8]  S. Morjaria,et al.  The gut microbiota is associated with immune cell dynamics in humans , 2020, Nature.

[9]  Amanda J. Pickard,et al.  Microbe-derived short chain fatty acids butyrate and propionate are associated with protection from chronic GVHD. , 2020, Blood.

[10]  Daigo Hashimoto,et al.  Microbiota as Predictor of Mortality in Allogeneic Hematopoietic-Cell Transplantation. , 2020, The New England journal of medicine.

[11]  Y. Taur,et al.  Compositional flux within the intestinal microbiota and risk for bloodstream infection with gram-negative bacteria. , 2020, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[12]  G. Butler,et al.  High-resolution mycobiota analysis reveals dynamic intestinal translocation prior to invasive candidiasis , 2019, Nature Medicine.

[13]  Amanda J. Pickard,et al.  Lactose drives Enterococcus expansion to promote graft-versus-host disease , 2019, Science.

[14]  Rick L. Stevens,et al.  The PATRIC Bioinformatics Resource Center: expanding data and analysis capabilities , 2019, Nucleic Acids Res..

[15]  Geoffrey L. Winsor,et al.  CARD 2020: antibiotic resistome surveillance with the comprehensive antibiotic resistance database , 2019, Nucleic Acids Res..

[16]  Jennifer Lu,et al.  Improved metagenomic analysis with Kraken 2 , 2019, Genome Biology.

[17]  Jennifer M. Fettweis,et al.  The Integrative Human Microbiome Project , 2019, Nature.

[18]  Peter T. McKenney,et al.  Diversification and Evolution of Vancomycin-Resistant Enterococcus faecium during Intestinal Domination , 2019, Infection and Immunity.

[19]  S. Morjaria,et al.  Antibiotic-Induced Shifts in Fecal Microbiota Density and Composition during Hematopoietic Stem Cell Transplantation , 2019, Infection and Immunity.

[20]  Feng Li,et al.  MetaBAT 2: an adaptive binning algorithm for robust and efficient genome reconstruction from metagenome assemblies , 2019, PeerJ.

[21]  Jian Yang,et al.  VFDB 2019: a comparative pathogenomic platform with an interactive web interface , 2018, Nucleic Acids Res..

[22]  E. Robilotti,et al.  Reconstitution of the gut microbiota of antibiotic-treated patients by autologous fecal microbiota transplant , 2018, Science Translational Medicine.

[23]  Ole Lund,et al.  Rapid and precise alignment of raw reads against redundant databases with KMA , 2018, BMC Bioinformatics.

[24]  Luke R. Thompson,et al.  Best practices for analysing microbiomes , 2018, Nature Reviews Microbiology.

[25]  Amanda J. Pickard,et al.  Impact of gut colonization with butyrate-producing microbiota on respiratory viral infection following allo-HCT. , 2018, Blood.

[26]  Rob Knight,et al.  Evaluating the Information Content of Shallow Shotgun Metagenomics , 2018, mSystems.

[27]  Davide Albanese,et al.  Strain profiling and epidemiology of bacterial species from metagenomic sequencing , 2017, Nature Communications.

[28]  A. Plantinga,et al.  Stool Microbiota at Neutrophil Recovery Is Predictive for Severe Acute Graft vs Host Disease After Hematopoietic Cell Transplantation , 2017, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[29]  M. Ferrer,et al.  Antibiotic use and microbiome function , 2017, Biochemical pharmacology.

[30]  P. Pevzner,et al.  metaSPAdes: a new versatile metagenomic assembler. , 2017, Genome research.

[31]  R. Khanin,et al.  Intestinal Microbiota and Relapse After Hematopoietic-Cell Transplantation. , 2017, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[32]  Alexander J Probst,et al.  Recovery of genomes from metagenomes via a dereplication, aggregation and scoring strategy , 2017, Nature Microbiology.

[33]  Y. Taur,et al.  Increased GVHD-related mortality with broad-spectrum antibiotic use after allogeneic hematopoietic stem cell transplantation in human patients and mice , 2016, Science Translational Medicine.

[34]  Blake A. Simmons,et al.  MaxBin 2.0: an automated binning algorithm to recover genomes from multiple metagenomic datasets , 2016, Bioinform..

[35]  Y. Taur,et al.  Intestinal Blautia Is Associated with Reduced Death from Graft-versus-Host Disease. , 2015, Biology of blood and marrow transplantation : journal of the American Society for Blood and Marrow Transplantation.

[36]  Jeroen Raes,et al.  Stool consistency is strongly associated with gut microbiota richness and composition, enterotypes and bacterial growth rates , 2015, Gut.

[37]  A. Kostic,et al.  An integrative view of microbiome-host interactions in inflammatory bowel diseases. , 2015, Cell host & microbe.

[38]  G. Papanicolaou,et al.  Impact of peri-transplant vancomycin and fluoroquinolone administration on rates of bacteremia in allogeneic hematopoietic stem cell transplant (HSCT) recipients: a 12-year single institution study. , 2014, The Journal of infection.

[39]  Anders F. Andersson,et al.  Binning metagenomic contigs by coverage and composition , 2014, Nature Methods.

[40]  Lawrence A. David,et al.  Diet rapidly and reproducibly alters the human gut microbiome , 2013, Nature.

[41]  P. Baldrian,et al.  The Variability of the 16S rRNA Gene in Bacterial Genomes and Its Consequences for Bacterial Community Analyses , 2013, PloS one.

[42]  N. Socci,et al.  Intestinal domination and the risk of bacteremia in patients undergoing allogeneic hematopoietic stem cell transplantation. , 2012, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[43]  Bernard Henrissat,et al.  Metabolic Reconstruction for Metagenomic Data and Its Application to the Human Microbiome , 2012, PLoS Comput. Biol..

[44]  B. Finlay,et al.  Shifting the balance: antibiotic effects on host–microbiota mutualism , 2011, Nature Reviews Microbiology.

[45]  A. Darzi,et al.  Gut microbiome-host interactions in health and disease , 2011, Genome Medicine.

[46]  N. Socci,et al.  Vancomycin-resistant Enterococcus domination of intestinal microbiota is enabled by antibiotic treatment in mice and precedes bloodstream invasion in humans. , 2010, The Journal of clinical investigation.

[47]  D. Relman,et al.  Incomplete recovery and individualized responses of the human distal gut microbiota to repeated antibiotic perturbation , 2010, Proceedings of the National Academy of Sciences.

[48]  P. Bork,et al.  A human gut microbial gene catalogue established by metagenomic sequencing , 2010, Nature.

[49]  Kinshuk Jerath,et al.  The Impact of "One-Stop Shopping" on Competitive Store Brand Strategy , 2009 .