Gut DNA viromes of Malawian twins discordant for severe acute malnutrition

Significance Childhood malnutrition is a global health problem not attributable to food insecurity alone. Sequencing DNA viruses present in fecal microbiota serially sampled from 0- to 3-y-old Malawian twin pairs, we identify age-discriminatory viruses that define a “program” of assembly of phage and eukaryotic components of the gut “virome” within and across pairs where both cotwins manifest healthy growth. This program is perturbed (delayed) in both members of discordant pairs where one cotwin develops severe acute malnutrition and the other appears healthy by anthropometry. This developmental delay is not repaired by therapeutic foods. These age- and disease-discriminatory viruses may help define familial risk for childhood malnutrition and provide a viral dimension for characterizing the developmental biology of our gut microbial “organ.” The bacterial component of the human gut microbiota undergoes a definable program of postnatal development. Evidence is accumulating that this program is disrupted in children with severe acute malnutrition (SAM) and that their persistent gut microbiota immaturity, which is not durably repaired with current ready-to-use therapeutic food (RUTF) interventions, is causally related to disease pathogenesis. To further characterize gut microbial community development in healthy versus malnourished infants/children, we performed a time-series metagenomic study of DNA isolated from virus-like particles (VLPs) recovered from fecal samples collected during the first 30 mo of postnatal life from eight pairs of mono- and dizygotic Malawian twins concordant for healthy growth and 12 twin pairs discordant for SAM. Both members of discordant pairs were sampled just before, during, and after treatment with a peanut-based RUTF. Using Random Forests and a dataset of 17,676 viral contigs assembled from shotgun sequencing reads of VLP DNAs, we identified viruses that distinguish different stages in the assembly of the gut microbiota in the concordant healthy twin pairs. This developmental program is impaired in both members of SAM discordant pairs and not repaired with RUTF. Phage plus members of the Anelloviridae and Circoviridae families of eukaryotic viruses discriminate discordant from concordant healthy pairs. These results disclose that apparently healthy cotwins in discordant pairs have viromes associated with, although not necessarily mediators, of SAM; as such, they provide a human model for delineating normal versus perturbed postnatal acquisition and retention of the gut microbiota’s viral component in populations at risk for malnutrition.

[1]  A. Boner,et al.  TT Virus in the Nasal Secretions of Children with Acute Respiratory Diseases: Relations to Viremia and Disease Severity , 2003, Journal of Virology.

[2]  M. Manary Local Production and Provision of Ready-To-Use Therapeutic Food (Rutf) Spread for the Treatment of Severe Childhood Malnutrition , 2006, Food and nutrition bulletin.

[3]  Florent E. Angly,et al.  Viral diversity and dynamics in an infant gut. , 2008, Research in microbiology.

[4]  K. Dupuis,et al.  Rapid Identification of Known and New RNA Viruses from Animal Tissues , 2008, PLoS pathogens.

[5]  P. Forterre,et al.  Microviridae Goes Temperate: Microvirus-Related Proviruses Reside in the Genomes of Bacteroidetes , 2011, PloS one.

[6]  T. Nishizawa,et al.  Development of PCR Assays with Nested Primers Specific for Differential Detection of Three Human Anelloviruses and Early Acquisition of Dual or Triple Infection during Infancy , 2007, Journal of Clinical Microbiology.

[7]  Mark A. Miller,et al.  Fecal Markers of Intestinal Inflammation and Permeability Associated with the Subsequent Acquisition of Linear Growth Deficits in Infants , 2013, The American journal of tropical medicine and hygiene.

[8]  L. Ursell,et al.  Gut Microbiomes of Malawian Twin Pairs Discordant for Kwashiorkor , 2013, Science.

[9]  G. Fitzmaurice,et al.  Impaired IQ and academic skills in adults who experienced moderate to severe infantile malnutrition: A 40-year study , 2014, Nutritional neuroscience.

[10]  J. E. Rogers,et al.  The Shared Antibiotic Resistome of Soil Bacteria and Human Pathogens , 2012 .

[11]  J. Stewart,et al.  Identification of novel anelloviruses with broad diversity in UK rodents , 2014, The Journal of general virology.

[12]  M. Nei,et al.  MEGA5: molecular evolutionary genetics analysis using maximum likelihood, evolutionary distance, and maximum parsimony methods. , 2011, Molecular biology and evolution.

[13]  P. Salamon,et al.  Metagenomic Analyses of an Uncultured Viral Community from Human Feces , 2003, Journal of bacteriology.

[14]  D. Fouts Phage_Finder: Automated identification and classification of prophage regions in complete bacterial genome sequences , 2006, Nucleic acids research.

[15]  Qunyuan Zhang,et al.  Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children , 2014, Nature.

[16]  William A. Walters,et al.  QIIME allows analysis of high-throughput community sequencing data , 2010, Nature Methods.

[17]  E. Delwart,et al.  Nearly Constant Shedding of Diverse Enteric Viruses by Two Healthy Infants , 2012, Journal of Clinical Microbiology.

[18]  J. Tiedje,et al.  Naïve Bayesian Classifier for Rapid Assignment of rRNA Sequences into the New Bacterial Taxonomy , 2007, Applied and Environmental Microbiology.

[19]  J. Petrik,et al.  Progression towards AIDS leads to increased torque teno virus and torque teno minivirus titers in tissues of HIV infected individuals , 2007, Journal of medical virology.

[20]  Maxim N. Artyomov,et al.  Interferon-λ cures persistent murine norovirus infection in the absence of adaptive immunity , 2015, Science.

[21]  Miron B. Kursa,et al.  Robustness of Random Forest-based gene selection methods , 2013, BMC Bioinformatics.

[22]  R. Edwards,et al.  A highly abundant bacteriophage discovered in the unknown sequences of human faecal metagenomes , 2014, Nature Communications.

[23]  R. Martorell,et al.  Maternal and child undernutrition and overweight in low-income and middle-income countries , 2013, The Lancet.

[24]  N. Neff,et al.  Temporal Response of the Human Virome to Immunosuppression and Antiviral Therapy , 2013, Cell.

[25]  J. Gordon,et al.  Cultivating Healthy Growth and Nutrition through the Gut Microbiota , 2015, Cell.

[26]  Roderic D. M. Page,et al.  TreeView: an application to display phylogenetic trees on personal computers , 1996, Comput. Appl. Biosci..

[27]  A. Schacht,et al.  Effects of malnutrition on children's immunity to bacterial antigens in Northern Senegal. , 2014, The American journal of tropical medicine and hygiene.

[28]  H. Okamoto History of discoveries and pathogenicity of TT viruses. , 2009, Current topics in microbiology and immunology.

[29]  E. Delwart,et al.  Transfusion transmission of highly prevalent commensal human viruses , 2010, Transfusion.

[30]  J. Gordon,et al.  Gnotobiotic mouse model of phage–bacterial host dynamics in the human gut , 2013, Proceedings of the National Academy of Sciences.

[31]  J. Clemente,et al.  Human gut microbiome viewed across age and geography , 2012, Nature.

[32]  L. Hooper,et al.  Evaluation of methods to purify virus-like particles for metagenomic sequencing of intestinal viromes , 2015, BMC Genomics.

[33]  M. Breitbart,et al.  Method for discovering novel DNA viruses in blood using viral particle selection and shotgun sequencing. , 2005, BioTechniques.

[34]  P. Salamon,et al.  Bacteriophage adhering to mucus provide a non–host-derived immunity , 2013, Proceedings of the National Academy of Sciences.

[35]  F. Bushman,et al.  Viral Metagenomics Reveal Blooms of Anelloviruses in the Respiratory Tract of Lung Transplant Recipients , 2015, American journal of transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons.

[36]  M. Diamond,et al.  Commensal microbes and interferon-λ determine persistence of enteric murine norovirus infection , 2015, Science.

[37]  J. Thompson,et al.  CLUSTAL W: improving the sensitivity of progressive multiple sequence alignment through sequence weighting, position-specific gap penalties and weight matrix choice. , 1994, Nucleic acids research.

[38]  E. Wherry,et al.  Redefining Chronic Viral Infection , 2009, Cell.

[39]  Tanya Yatsunenko,et al.  Functional characterization of IgA-targeted bacterial taxa from undernourished Malawian children that produce diet-dependent enteropathy , 2015, Science Translational Medicine.

[40]  Adam Godzik,et al.  Cd-hit: a fast program for clustering and comparing large sets of protein or nucleotide sequences , 2006, Bioinform..

[41]  F. Bushman,et al.  The human gut virome: inter-individual variation and dynamic response to diet. , 2011, Genome research.

[42]  Zhengwei Zhu,et al.  FR-HIT, a very fast program to recruit metagenomic reads to homologous reference genomes , 2011, Bioinform..

[43]  Frederic D Bushman,et al.  Hypervariable loci in the human gut virome , 2012, Proceedings of the National Academy of Sciences.

[44]  R. Xavier,et al.  Helminth infection reactivates latent γ-herpesvirus via cytokine competition at a viral promoter , 2014, Science.

[45]  Ramón Díaz-Uriarte,et al.  Gene selection and classification of microarray data using random forest , 2006, BMC Bioinformatics.

[46]  M. Manary,et al.  Management of severe acute malnutrition in low-income and middle-income countries , 2014, Archives of Disease in Childhood.