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1.
Genome Med ; 12(1): 59, 2020 07 03.
Article in English | MEDLINE | ID: mdl-32620143

ABSTRACT

BACKGROUND: Dietary glycans, widely used as food ingredients and not directly digested by humans, are of intense interest for their beneficial roles in human health through shaping the microbiome. Characterizing the consistency and temporal responses of the gut microbiome to glycans is critical for rationally developing and deploying these compounds as therapeutics. METHODS: We investigated the effect of two chemically distinct glycans (fructooligosaccharides and polydextrose) through three clinical studies conducted with 80 healthy volunteers. Stool samples, collected at dense temporal resolution (~ 4 times per week over 10 weeks) and analyzed using shotgun metagenomic sequencing, enabled detailed characterization of participants' microbiomes. For analyzing the microbiome time-series data, we developed MC-TIMME2 (Microbial Counts Trajectories Infinite Mixture Model Engine 2.0), a purpose-built computational tool based on nonparametric Bayesian methods that infer temporal patterns induced by perturbations and groups of microbes sharing these patterns. RESULTS: Overall microbiome structure as well as individual taxa showed rapid, consistent, and durable alterations across participants, regardless of compound dose or the order in which glycans were consumed. Significant changes also occurred in the abundances of microbial carbohydrate utilization genes in response to polydextrose, but not in response to fructooligosaccharides. Using MC-TIMME2, we produced detailed, high-resolution temporal maps of the microbiota in response to glycans within and across microbiomes. CONCLUSIONS: Our findings indicate that dietary glycans cause reproducible, dynamic, and differential alterations to the community structure of the human microbiome.


Subject(s)
Diet , Gastrointestinal Microbiome , Metagenome , Metagenomics , Polysaccharides/metabolism , Algorithms , Bayes Theorem , Biodiversity , Computational Biology/methods , Feces/microbiology , Healthy Volunteers , Humans , Metagenomics/methods , Models, Theoretical , Software
4.
PLoS One ; 6(7): e21627, 2011.
Article in English | MEDLINE | ID: mdl-21765899

ABSTRACT

Non-productive antigen receptor genes with frame shifts generated during the assembly of these genes are found in many mature lymphocytes. Transcripts from these genes have premature termination codons (PTCs) and could encode truncated proteins if they are not either inactivated or destroyed by nonsense-mediated decay (NMD). In mammalian cells, NMD can be activated by pathways that rely on the presence of an intron downstream of the PTC; however, NMD can also be activated by pathways that do not rely on these downstream introns, and pathways independent of NMD can inactivate PTC-containing transcripts. Here, through the generation and analysis of mice with gene-targeted modifications of the endogenous T cell receptor beta (Tcrb) locus, we demonstrate that in T cells in vivo, optimal clearance of PTC-containing Tcrb transcripts depends on the presence of an intron downstream of the PTC.


Subject(s)
RNA Stability/genetics , Reading Frames/genetics , Receptors, Antigen, T-Cell, alpha-beta/genetics , Alleles , Animals , Codon, Nonsense/genetics , Mice , RNA, Messenger/genetics , RNA, Messenger/metabolism , Receptors, Antigen, T-Cell, alpha-beta/metabolism , T-Lymphocytes/cytology , T-Lymphocytes/immunology
5.
Proc Natl Acad Sci U S A ; 106(43): 18339-44, 2009 Oct 27.
Article in English | MEDLINE | ID: mdl-19820166

ABSTRACT

Canonical chromosomal translocations juxtaposing antigen receptor genes and oncogenes are a hallmark of many lymphoid malignancies. These translocations frequently form through the joining of DNA ends from double-strand breaks (DSBs) generated by the recombinase activating gene (RAG)-1 and -2 proteins at lymphocyte antigen receptor loci and breakpoint targets near oncogenes. Our understanding of chromosomal breakpoint target selection comes primarily from the analyses of these lesions, which are selected based on their transforming properties. RAG DSBs are rarely resolved aberrantly in wild-type developing lymphocytes. However, in ataxia telangiectasia mutated (ATM)-deficient lymphocytes, RAG breaks are frequently joined aberrantly, forming chromosomal lesions such as translocations that predispose (ATM)-deficient mice and humans to the development of lymphoid malignancies. Here, an approach that minimizes selection biases is used to isolate a large cohort of breakpoint targets of aberrantly resolved RAG DSBs in Atm-deficient lymphocytes. Analyses of this cohort revealed that frequently, the breakpoint targets for aberrantly resolved RAG breaks are other DSBs. Moreover, these nonselected lesions exhibit a bias for using breakpoints in cis, forming small chromosomal deletions, rather than breakpoints in trans, forming chromosomal translocations.


Subject(s)
Chromosome Breakage , DNA Breaks, Double-Stranded , DNA-Binding Proteins/deficiency , DNA-Binding Proteins/genetics , Homeodomain Proteins/genetics , Lymphocytes/metabolism , Protein Serine-Threonine Kinases/deficiency , Translocation, Genetic , Tumor Suppressor Proteins/deficiency , Animals , Ataxia Telangiectasia Mutated Proteins , Cell Cycle Proteins/genetics , Cell Cycle Proteins/metabolism , Cell Line , Chromosomes, Mammalian/metabolism , DNA-Binding Proteins/immunology , DNA-Binding Proteins/metabolism , Homeodomain Proteins/immunology , Homeodomain Proteins/metabolism , Lymphocytes/immunology , Mice , Mice, Knockout , Protein Serine-Threonine Kinases/genetics , Protein Serine-Threonine Kinases/metabolism , Receptors, Antigen/immunology , Tumor Suppressor Proteins/genetics , Tumor Suppressor Proteins/metabolism
6.
Proc Natl Acad Sci U S A ; 106(14): 5859-64, 2009 Apr 07.
Article in English | MEDLINE | ID: mdl-19321416

ABSTRACT

The adult human distal gut microbial community is typically dominated by 2 bacterial phyla (divisions), the Firmicutes and the Bacteroidetes. Little is known about the factors that govern the interactions between their members. Here, we examine the niches of representatives of both phyla in vivo. Finished genome sequences were generated from Eubacterium rectale and E. eligens, which belong to Clostridium Cluster XIVa, one of the most common gut Firmicute clades. Comparison of these and 25 other gut Firmicutes and Bacteroidetes indicated that the Firmicutes possess smaller genomes and a disproportionately smaller number of glycan-degrading enzymes. Germ-free mice were then colonized with E. rectale and/or a prominent human gut Bacteroidetes, Bacteroides thetaiotaomicron, followed by whole-genome transcriptional profiling, high-resolution proteomic analysis, and biochemical assays of microbial-microbial and microbial-host interactions. B. thetaiotaomicron adapts to E. rectale by up-regulating expression of a variety of polysaccharide utilization loci encoding numerous glycoside hydrolases, and by signaling the host to produce mucosal glycans that it, but not E. rectale, can access. E. rectale adapts to B. thetaiotaomicron by decreasing production of its glycan-degrading enzymes, increasing expression of selected amino acid and sugar transporters, and facilitating glycolysis by reducing levels of NADH, in part via generation of butyrate from acetate, which in turn is used by the gut epithelium. This simplified model of the human gut microbiota illustrates niche specialization and functional redundancy within members of its major bacterial phyla, and the importance of host glycans as a nutrient foundation that ensures ecosystem stability.


Subject(s)
Bacteroidetes/metabolism , Ecosystem , Eubacterium/metabolism , Intestines/microbiology , Animals , Bacteroidetes/cytology , Eubacterium/cytology , Gene Expression Profiling , Gene Expression Regulation, Bacterial , Genome, Bacterial , Humans , Metabolic Networks and Pathways/genetics , Mice , Models, Biological , Molecular Sequence Data , Polysaccharides/metabolism , Symbiosis
7.
PLoS Biol ; 5(7): e156, 2007 Jul.
Article in English | MEDLINE | ID: mdl-17579514

ABSTRACT

The adult human intestine contains trillions of bacteria, representing hundreds of species and thousands of subspecies. Little is known about the selective pressures that have shaped and are shaping this community's component species, which are dominated by members of the Bacteroidetes and Firmicutes divisions. To examine how the intestinal environment affects microbial genome evolution, we have sequenced the genomes of two members of the normal distal human gut microbiota, Bacteroides vulgatus and Bacteroides distasonis, and by comparison with the few other sequenced gut and non-gut Bacteroidetes, analyzed their niche and habitat adaptations. The results show that lateral gene transfer, mobile elements, and gene amplification have played important roles in affecting the ability of gut-dwelling Bacteroidetes to vary their cell surface, sense their environment, and harvest nutrient resources present in the distal intestine. Our findings show that these processes have been a driving force in the adaptation of Bacteroidetes to the distal gut environment, and emphasize the importance of considering the evolution of humans from an additional perspective, namely the evolution of our microbiomes.


Subject(s)
Bacteroides/genetics , Evolution, Molecular , Intestines/microbiology , Symbiosis/genetics , Adaptation, Physiological , Bacteriophages/genetics , Bacteroides/physiology , Bacteroides/virology , Conjugation, Genetic , DNA Transposable Elements , Ecosystem , Gene Duplication , Gene Transfer, Horizontal , Genetic Variation , Genome, Bacterial , Humans , Molecular Sequence Data , Phylogeny , Polysaccharides, Bacterial/biosynthesis , Polysaccharides, Bacterial/genetics , RNA, Bacterial/genetics , RNA, Ribosomal, 16S/genetics , Species Specificity
8.
Proc Natl Acad Sci U S A ; 104(18): 7622-7, 2007 May 01.
Article in English | MEDLINE | ID: mdl-17456593

ABSTRACT

Complex microbial communities reside within the intestines of humans and other vertebrates. Remarkably little is known about how these microbial consortia are established in various locations within the gut, how members of these consortia behave within their dynamic ecosystems, or what microbial factors mediate mutually beneficial host-microbial interactions. Using a gnotobiotic zebrafish-Pseudomonas aeruginosa model, we show that the transparency of this vertebrate species, coupled with methods for raising these animals under germ-free conditions can be used to monitor microbial movement and localization within the intestine in vivo and in real time. Germ-free zebrafish colonized with isogenic P. aeruginosa strains containing deletions of genes related to motility and pathogenesis revealed that loss of flagellar function results in attenuation of evolutionarily conserved host innate immune responses but not conserved nutrient responses. These results demonstrate the utility of gnotobiotic zebrafish in defining the behavior and localization of bacteria within the living vertebrate gut, identifying bacterial genes that affect these processes, and assessing the impact of these genes on host-microbial interactions.


Subject(s)
Intestines/microbiology , Movement , Pseudomonas aeruginosa/genetics , Pseudomonas aeruginosa/physiology , Symbiosis , Zebrafish/microbiology , Animals , Flagella/genetics , Flagella/physiology , Germ-Free Life , Intestines/immunology , Intestines/ultrastructure , Microscopy, Electron, Transmission , Pseudomonas aeruginosa/immunology , Pseudomonas aeruginosa/ultrastructure , Symbiosis/genetics , Time Factors , Zebrafish/immunology
9.
Nature ; 444(7122): 1027-31, 2006 Dec 21.
Article in English | MEDLINE | ID: mdl-17183312

ABSTRACT

The worldwide obesity epidemic is stimulating efforts to identify host and environmental factors that affect energy balance. Comparisons of the distal gut microbiota of genetically obese mice and their lean littermates, as well as those of obese and lean human volunteers have revealed that obesity is associated with changes in the relative abundance of the two dominant bacterial divisions, the Bacteroidetes and the Firmicutes. Here we demonstrate through metagenomic and biochemical analyses that these changes affect the metabolic potential of the mouse gut microbiota. Our results indicate that the obese microbiome has an increased capacity to harvest energy from the diet. Furthermore, this trait is transmissible: colonization of germ-free mice with an 'obese microbiota' results in a significantly greater increase in total body fat than colonization with a 'lean microbiota'. These results identify the gut microbiota as an additional contributing factor to the pathophysiology of obesity.


Subject(s)
Cecum/metabolism , Cecum/microbiology , Energy Metabolism , Obesity/metabolism , Obesity/microbiology , Animals , Bacteria/classification , Bacteria/genetics , Bacteria/isolation & purification , Bacteria/metabolism , Genome, Bacterial/genetics , Mice , Mice, Inbred C57BL , Mice, Obese , Sequence Analysis, DNA , Thinness/microbiology
10.
Cell ; 127(2): 423-33, 2006 Oct 20.
Article in English | MEDLINE | ID: mdl-17055441

ABSTRACT

The gut microbiotas of zebrafish and mice share six bacterial divisions, although the specific bacteria within these divisions differ. To test how factors specific to host gut habitat shape microbial community structure, we performed reciprocal transplantations of these microbiotas into germ-free zebrafish and mouse recipients. The results reveal that communities are assembled in predictable ways. The transplanted community resembles its community of origin in terms of the lineages present, but the relative abundance of the lineages changes to resemble the normal gut microbial community composition of the recipient host. Thus, differences in community structure between zebrafish and mice arise in part from distinct selective pressures imposed within the gut habitat of each host. Nonetheless, vertebrate responses to microbial colonization of the gut are ancient: Functional genomic studies disclosed shared host responses to their compositionally distinct microbial communities and distinct microbial species that elicit conserved responses.


Subject(s)
Bacteria/classification , Gastrointestinal Tract/microbiology , Germ-Free Life , RNA, Bacterial/genetics , RNA, Ribosomal, 16S/genetics , Selection, Genetic , Zebrafish/microbiology , Animals , Bacteria/genetics , Ecosystem , Gastrointestinal Tract/metabolism , Gene Expression Profiling , Ileum/metabolism , Ileum/microbiology , Intercellular Signaling Peptides and Proteins/genetics , Intercellular Signaling Peptides and Proteins/metabolism , Metabolism/genetics , Mice , Molecular Sequence Data , Phylogeny , Ribotyping , Sequence Alignment , Sequence Analysis, RNA , Symbiosis , Transcription, Genetic
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