Dmitry A. Rodionov

Towards Environmental Systems Biology of Shewanella

Bacteria of the genus Shewanella are known for their versatile electron-accepting capacities, which allow them to couple the decomposition of organic matter to the reduction of the various terminal electron acceptors that they encounter in their stratified environments. Owing to their diverse metabolic capabilities, shewanellae are important for carbon cycling and have considerable potential for the remediation of contaminated environments and use in microbial fuel cells. Systems-level analysis of the model species Shewanella oneidensis MR-1 and other members of this genus has provided new insights into the signal-transduction proteins, regulators, and metabolic and respiratory subsystems that govern the remarkable versatility of the shewanellae.

Gut bacteria that prevent growth impairments transmitted by microbiota from malnourished children

Microbiota and infant development Malnutrition in children is a persistent challenge that is not always remedied by improvements in nutrition. This is because a characteristic community of gut microbes seems to mediate some of the pathology. Human gut microbes can be transplanted effectively into germ-free mice to recapitulate their associated phenotypes. Using this model, Blanton et al. found that the microbiota of healthy children relieved the harmful effects on growth caused by the microbiota of malnourished children. In infant mammals, chronic undernutrition results in growth hormone resistance and stunting. In mice, Schwarzer et al. showed that strains of Lactobacillus plantarum in the gut microbiota sustained growth hormone activity via signaling pathways in the liver, thus overcoming growth hormone resistance. Together these studies reveal that specific beneficial microbes could potentially be exploited to resolve undernutrition syndromes. Science, this issue p. 10.1126/science.aad3311, p. 854 Microbes from healthy children protect mice from the detrimental effects of the microbiota of malnourished infants. INTRODUCTION As we come to appreciate how our microbial communities (microbiota) assemble following birth, there is an opportunity to determine how this facet of our developmental biology relates to the healthy or impaired growth of infants and children. Childhood undernutrition is a devastating global health problem whose long-term sequelae, including stunting, neurodevelopmental abnormalities, and immune dysfunction, remain largely refractory to current therapeutic interventions. RATIONALE To test the hypothesis that perturbations in the normal development of the gut microbiota are causally related to undernutrition, we first applied random forests (RF), a machine learning method, to bacterial 16S ribosomal RNA data sets generated from fecal samples that were collected serially from healthy Malawian infants and children during their first 3 postnatal years. Age-discriminatory bacterial taxa were identified with distinctive time-dependent changes in their relative abundances; they were used to construct a sparse RF-derived model describing a program of normal postnatal gut microbiota development that is shared across biologically unrelated individuals. A metric based on this model (microbiota-for-age Z-score) was used to define the state of development (maturation) of fecal microbiota from infants and children with varying degrees of undernutrition. Fecal samples obtained from 6- and 18-month-old children with healthy growth patterns or with varying degrees of undernutrition were transplanted into young germ-free mice that were fed a representative Malawian diet. The recipient animals’ rate of lean body mass gain was characterized by serial quantitative magnetic resonance, their metabolic phenotypes were determined by targeted mass spectrometry, and their femoral bone morphologic features were delineated by microcomputed tomography. RESULTS Undernourished children in the Malawian birth cohort that we studied have immature gut microbiota. Unlike microbiota from healthy children, immature microbiota transmit impaired growth, altered bone morphology, and metabolic abnormalities in the muscle, liver, and brain to recipient gnotobiotic mice. The representation of several age-discriminatory taxa in the transplanted microbiota harbored by recipient animals correlated with their growth rates. Microbiota from 6-month-old infants produced greater effects on growth than did microbiota from 18-month-old children, although in each age bin, the growth effects produced by a healthy donor’s community were greater than those produced by an undernourished donor’s community. Cohousing coprophagic mice shortly after they received microbiota from healthy or severely stunted and underweight 6-month-old infants resulted in the invasion of age- and growth-discriminatory taxa from the former into the latter microbiota in the recipient animals, with associated prevention of growth impairments. Introducing cultured members from this group of invasive species ameliorated growth and metabolic abnormalities in recipients of microbiota from undernourished donors. CONCLUSION These preclinical findings provide evidence that gut microbiota immaturity is causally related to childhood undernutrition. The age- and growth-discriminatory taxa that we identified should help direct studies of the effects of host and environmental factors on gut microbial community development, and they represent therapeutic targets for repairing or preventing gut microbiota immaturity. Preclinical evidence that gut microbiota immaturity is causally related to childhood undernutrition. (A) A model of normal gut microbial community development in Malawian infants and children, based on the relative abundances of 25 bacterial taxa that provide a microbial signature defining the “age,” or state of maturation, of an individual’s (fecal) microbiota. (Hierarchical clusterings of operational taxonomic units are indicated on the left.) (B) Fecal samples from healthy (H) or stunted and underweight (Un) infants and children were transplanted into separate groups of young germ-free mice that were fed a Malawian diet. The immature microbiota of Un donors transmitted impaired growth phenotypes to the mice

The COMBREX Project: Design, Methodology, and Initial Results

Experimental data exists for only a vanishingly small fraction of sequenced microbial genes. This community page discusses the progress made by the COMBREX project to address this important issue using both computational and experimental resources.

The National Microbial Pathogen Database Resource (NMPDR): a genomics platform based on subsystem annotation

The National Microbial Pathogen Data Resource (NMPDR) () is a National Institute of Allergy and Infections Disease (NIAID)-funded Bioinformatics Resource Center that supports research in selected Category B pathogens. NMPDR contains the complete genomes of ∼50 strains of pathogenic bacteria that are the focus of our curators, as well as >400 other genomes that provide a broad context for comparative analysis across the three phylogenetic Domains. NMPDR integrates complete, public genomes with expertly curated biological subsystems to provide the most consistent genome annotations. Subsystems are sets of functional roles related by a biologically meaningful organizing principle, which are built over large collections of genomes; they provide researchers with consistent functional assignments in a biologically structured context. Investigators can browse subsystems and reactions to develop accurate reconstructions of the metabolic networks of any sequenced organism. NMPDR provides a comprehensive bioinformatics platform, with tools and viewers for genome analysis. Results of precomputed gene clustering analyses can be retrieved in tabular or graphic format with one-click tools. NMPDR tools include Signature Genes, which finds the set of genes in common or that differentiates two groups of organisms. Essentiality data collated from genome-wide studies have been curated. Drug target identification and high-throughput, in silico, compound screening are in development.

Genetic determinants of in vivo fitness and diet responsiveness in multiple human gut Bacteroides

Diet shapes host and gut microbe fitness The human gut microbiota is hugely diverse, with many strain variants having a multiplicity of effects on host metabolism and immunity. To define some of these functions, Wu et al. made libraries of mutants of Bacteroides species known for their capacity to process otherwise intractable dietary fiber. Germ-free mice colonized with defined gut microbiota communities containing the mutants were fed specific diets containing different ratios of fat and fiber. Genes, strains, and species were identified that were associated with specific metabolic pathways. The community responses to dietary shifts were manipulated in an attempt to characterize species for their probiotic or therapeutic potential. Science, this issue 10.1126/science.aac5992> To design probiotics, gut microbe fitness determinants and niches were characterized and responses to dietary changes monitored. INTRODUCTION Relatively little is known about the genetic factors that allow members of the human gut microbiota to occupy their niches. Identification of these factors is important for understanding mechanisms that determine microbiota assembly and perturbation through diet, disease, and clinical treatments. Discovery of these factors should enable new approaches for intervening therapeutically in the functional properties of the human gut microbiota. We present a generalizable approach by which to identify fitness determinants for multiple bacterial strains simultaneously in a model human gut microbiota, obtain gene-level characterization of responses to diet change, and design prebiotics for precision microbiota manipulation. RATIONALE We developed a method—multi-taxon INsertion Sequencing (INSeq)—for monitoring the behavior of tens of thousands of transposon (Tn) mutants of multiple bacterial species and strains simultaneously in the guts of gnotobiotic mice. We focused on four prominent human gut Bacteroides: one strain of B. cellulosilyticus, one strain of B. ovatus, and two strains of B. thetaiotaomicron. INSeq libraries, each composed of 87,000 to 167,000 isogenic Tn mutant strains, were produced (single site of Tn insertion per mutant strain; a total of 11 to 26 Tn insertions represented in the library per gene; and 82 to 92% genes covered per genome). The four mutant libraries were introduced into germ-free mice together with 11 wild-type species commonly present in the human gut microbiota. Animals were given a diet rich in fat and simple sugars but devoid of complex polysaccharides [diet 1 (D1)] or one rich in plant polysaccharides and low in fat (D2), either monotonously or in the sequence D1-D2-D1 or D2-D1-D2. Wecalculated a “fitness index” for each gene on the basis of the relative abundance of its INSeq reads in the fecal or cecal microbiota compared with the input library. In vivo INSeq data were correlated with INSeq data generated from organisms cultured under defined in vitro conditions; microbial RNA-seq profiling of the community’s metatranscriptome; and reconstructions of metabolic pathways, regulons, and polysaccharide utilization loci. On the basis of the results, we designed a prebiotic intervention. RESULTS Multi-taxon INSeq (i) provided a digital readout of the remarkably consistent pattern of community assembly; (ii) identified shared as well as species-, strain-, and diet-specific fitness determinants associated with a variety of metabolic or nutrient processing pathways, including those involving amino acids, carbohydrates, and vitamins/cofactors; (iii) enabled quantitative gene-level measurement of the resilience of the responses to diet perturbations; (iv) revealed that arabinoxylan, the most common hemicellulose in cereals, could be used to deliberately manipulate the representation of Bacteroides cellulosilyticus; and (v) defined the niche adjustments of this and the other Bacteroides to arabinoxylan supplementation of the high-fat diet. CONCLUSION In principle, the approach described can be used to obtain a more comprehensive understanding of how host genotype, diet, physiologic, metabolic, and immune factors, as well as pathologic states, affect niches in gut and nongut habitats, as well as to facilitate development of therapeutic interventions for modifying community structure/function. Identification of a prebiotic that increases the abundance of B. cellulosilyticus. (Left) The four mutant libraries were pooled together with 11 other phylogenetically diverse wild-type strains, and this consortium, representing an artificial human gut microbiota, was introduced into germ-free mice. Community assembly, the effects of diet, and recovery from diet oscillations were characterized at a community, strain, and gene level in these gnotobiotic animals by use of multi-taxon INSeq. (Middle) Multi-taxon INSeq revealed an arabinoxylan utilization locus in B. cellulosilyticus that is critical for the organism’s fitness in the high-fat/simple-sugar diet (D1) context but not in the D2 context. A homologous arabinoxylan utilization locus in B. ovatus was not a fitness determinant with either diet. (Right) Consistent with this finding, supplementation of drinking water with arabinoxylan in mice consuming D1 selectively increased the abundance of B. cellulosilyticus but not B. ovatus. Libraries of tens of thousands of transposon mutants generated from each of four human gut Bacteroides strains, two representing the same species, were introduced simultaneously into gnotobiotic mice together with 11 other wild-type strains to generate a 15-member artificial human gut microbiota. Mice received one of two distinct diets monotonously, or both in different ordered sequences. Quantifying the abundance of mutants in different diet contexts allowed gene-level characterization of fitness determinants, niche, stability, and resilience and yielded a prebiotic (arabinoxylan) that allowed targeted manipulation of the community. The approach described is generalizable and should be useful for defining mechanisms critical for sustaining and/or approaches for deliberately reconfiguring the highly adaptive and durable relationship between the human gut microbiota and host in ways that promote wellness.

Nicotinamide mononucleotide synthetase is the key enzyme for an alternative route of NAD biosynthesis in Francisella tularensis

Enzymes involved in the last 2 steps of nicotinamide adenine dinucleotide (NAD) cofactor biosynthesis, which catalyze the adenylylation of the nicotinic acid mononucleotide (NaMN) precursor to nicotinic acid dinucleotide (NaAD) followed by its amidation to NAD, constitute promising drug targets for the development of new antibiotics. These enzymes, NaMN adenylyltransferase (gene nadD) and NAD synthetase (gene nadE), respectively, are indispensable and conserved in nearly all bacterial pathogens. However, a comparative genome analysis of Francisella tularensis allowed us to predict the existence of an alternative route of NAD synthesis in this category A priority pathogen, the causative agent of tularaemia. In this route, the amidation of NaMN to nicotinamide mononucleotide (NMN) occurs before the adenylylation reaction, which converts this alternative intermediate to the NAD cofactor. The first step is catalyzed by NMN synthetase, which was identified and characterized in this study. A crystal structure of this enzyme, a divergent member of the NadE family, was solved at 1.9-Å resolution in complex with reaction products, providing a rationale for its unusual substrate preference for NaMN over NaAD. The second step is performed by NMN adenylyltransferase of the NadM family. Here, we report validation of the predicted route (NaMN → NMN → NAD) in F. tularensis including mathematical modeling, in vitro reconstitution, and in vivo metabolite analysis in comparison with a canonical route (NaMN → NaAD → NAD) of NAD biosynthesis as represented by another deadly bacterial pathogen, Bacillus anthracis.

The effects of micronutrient deficiencies on bacterial species from the human gut microbiota

Mechanistic studies reveal pronounced effects of vitamin A deficiency on bacterial members of a defined human gut microbiota. A gut bacterial view of micronutrient deficiency Deficiencies in vitamins and minerals (micronutrients) are a global health challenge. In a new study, Hibberd et al. compare the effects of acute dietary deficiency of vitamin A, folate, iron, or zinc in gnotobiotic mice harboring bacterial strains common in the human gut. Vitamin A had the greatest effect on the structure of the bacterial community and gene expression. Bacteroides vulgatus, a bacterial species positively correlated with host growth in gnotobiotic mouse models of postnatal human microbiota development, had the biggest response to vitamin A deficiency, exhibiting an increase in its abundance. Genetic, multi-omic, and pharmacologic analyses indicated that retinol treatment affected B. vulgatus fitness through the activity of the bacterial AcrAB-TolC efflux system. These results suggest that micronutrient imbalances should be considered from the perspective of both the human host and the gut microbiota they possess. Vitamin and mineral (micronutrient) deficiencies afflict 2 billion people. Although the impact of these imbalances on host biology has been studied extensively, much less is known about their effects on the gut microbiota of developing or adult humans. Therefore, we established a community of cultured, sequenced human gut–derived bacterial species in gnotobiotic mice and fed the animals a defined micronutrient-sufficient diet, followed by a derivative diet devoid of vitamin A, folate, iron, or zinc, followed by return to the sufficient diet. Acute vitamin A deficiency had the largest effect on bacterial community structure and metatranscriptome, with Bacteroides vulgatus, a prominent responder, increasing its abundance in the absence of vitamin A. Applying retinol selection to a library of 30,300 B. vulgatus transposon mutants revealed that disruption of acrR abrogated retinol sensitivity. Genetic complementation studies, microbial RNA sequencing, and transcription factor–binding assays disclosed that AcrR is a repressor of an adjacent AcrAB-TolC efflux system. Retinol efflux measurements in wild-type and acrR-mutant strains plus treatment with a pharmacologic inhibitor of the efflux system revealed that AcrAB-TolC is a determinant of retinol and bile acid sensitivity in B. vulgatus. Acute vitamin A deficiency was associated with altered bile acid metabolism in vivo, raising the possibility that retinol, bile acid metabolites, and AcrAB-TolC interact to influence the fitness of B. vulgatus and perhaps other microbiota members. This type of preclinical model can help to develop mechanistic insights about the effects of, and more effective treatment strategies for micronutrient deficiencies.

Transcriptional Regulation of Carbohydrate Utilization Pathways in the Bifidobacterium Genus.

Bifidobacteria, which represent common commensals of mammalian gut, are believed to have positive effects on human health. The influence of certain non-digestible carbohydrates (and their use as so-called prebiotics) on growth and metabolic activity of bifidobacteria is of increasing interest; however, mechanisms of transcriptional control of carbohydrate metabolism are poorly understood in these species. We used a comparative genomics approach to reconstruct carbohydrate utilization pathways and transcriptional regulons in 10 Bifidobacterium genomes. Analysis of regulatory gene regions revealed candidate DNA motifs and reconstructed regulons for 268 transcription factors from the LacI, ROK, DeoR, AraC, GntR, and TetR families that form 64 orthologous groups of regulators. Most of the reconstructed regulons are local and control specific catabolic pathways for host- and diet-derived glycans and monosaccharides. Mosaic distributions of many of these local regulators across Bifidobacterium species correlate with distribution of corresponding catabolic pathways. In contrast, the maltose, galactose, sucrose, and fructose regulons, as well as a novel global LacI-family regulator that is predicted to control the central carbohydrate metabolism and arabinose catabolism genes, are universally present in all 10 studied bifidobacteria. A novel group of TetR-family regulators presumably controls the glucoside and galactoside utilization pathways. Paralogs of the ribose repressor RbsR control the pyrimidine nucleoside utilization genes. Multiple paralogs of the maltose regulator MalR co-regulate large sets of genes involved in maltodextrin utilization. The inferred metabolic regulons provide new insights on diverse carbohydrate utilization networks in bifidobacteria that can be employed in metabolic modeling, phenotype prediction and the rational development of novel prebiotics.

Elucidation of roles for vitamin B12 in regulation of folate, ubiquinone, and methionine metabolism

Significance Using a chemical probe mimic of vitamin B12, we reveal a light- and B12-dependent DNA regulator, and make the unexpected discovery of B12 having regulatory involvement in microbial folate, ubiquinone, and methionine processes. These findings suggest a pivotal role for B12 in the control of cell growth, which may lead to coordination of cell behavior in complex multicellular systems. As key research questions emerge from host-associated and environmental microbiomes, we anticipate that B12 regulatory control of metabolism will be found to be generalizable, will be critical for coordination of individual microbe and community metabolism, and that organismal interdependencies for B12 may be pertinent to microbiome organization, stability, and overall function. Only a small fraction of vitamin B12-requiring organisms are able to synthesize B12 de novo, making it a common commodity in microbial communities. Initially recognized as an enzyme cofactor of a few enzymes, recent studies have revealed additional B12-binding enzymes and regulatory roles for B12. Here we report the development and use of a B12-based chemical probe to identify B12-binding proteins in a nonphototrophic B12-producing bacterium. Two unexpected discoveries resulted from this study. First, we identified a light-sensing B12-binding transcriptional regulator and demonstrated that it controls folate and ubiquinone biosynthesis. Second, our probe captured proteins involved in folate, methionine, and ubiquinone metabolism, suggesting that it may play a role as an allosteric effector of these processes. These metabolic processes produce precursors for synthesis of DNA, RNA, and protein. Thereby, B12 likely modulates growth, and by limiting its availability to auxotrophs, B12-producing organisms may facilitate coordination of community metabolism.

Comparative genomics of pyridoxal 5′-phosphate-dependent transcription factor regulons in Bacteria

The MocR-subfamily transcription factors (MocR-TFs) characterized by the GntR-family DNA-binding domain and aminotransferase-like sensory domain are broadly distributed among certain lineages of Bacteria. Characterized MocR-TFs bind pyridoxal 5′-phosphate (PLP) and control transcription of genes involved in PLP, gamma aminobutyric acid (GABA) and taurine metabolism via binding specific DNA operator sites. To identify putative target genes and DNA binding motifs of MocR-TFs, we performed comparative genomics analysis of over 250 bacterial genomes. The reconstructed regulons for 825 MocR-TFs comprise structural genes from over 200 protein families involved in diverse biological processes. Using the genome context and metabolic subsystem analysis we tentatively assigned functional roles for 38 out of 86 orthologous groups of studied regulators. Most of these MocR-TF regulons are involved in PLP metabolism, as well as utilization of GABA, taurine and ectoine. The remaining studied MocR-TF regulators presumably control genes encoding enzymes involved in reduction/oxidation processes, various transporters and PLP-dependent enzymes, for example aminotransferases. Predicted DNA binding motifs of MocR-TFs are generally similar in each orthologous group and are characterized by two to four repeated sequences. Identified motifs were classified according to their structures. Motifs with direct and/or inverted repeat symmetry constitute the majority of inferred DNA motifs, suggesting preferable TF dimerization in head-to-tail or head-to-head configuration. The obtained genomic collection of in silico reconstructed MocR-TF motifs and regulons in Bacteria provides a basis for future experimental characterization of molecular mechanisms for various regulators in this family.