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1.
Cell ; 185(14): 2495-2509.e11, 2022 07 07.
Article in English | MEDLINE | ID: mdl-35764090

ABSTRACT

Plant fibers in byproduct streams produced by non-harsh food processing methods represent biorepositories of diverse, naturally occurring, and physiologically active biomolecules. To demonstrate one approach for their characterization, mass spectrometry of intestinal contents from gnotobiotic mice, plus in vitro studies, revealed liberation of N-methylserotonin from orange fibers by human gut microbiota members including Bacteroides ovatus. Functional genomic analyses of B. ovatus strains grown under permissive and non-permissive N-methylserotonin "mining" conditions revealed polysaccharide utilization loci that target pectins whose expression correlate with strain-specific liberation of this compound. N-methylserotonin, orally administered to germ-free mice, reduced adiposity, altered liver glycogenesis, shortened gut transit time, and changed expression of genes that regulate circadian rhythm in the liver and colon. In human studies, dose-dependent, orange-fiber-specific fecal accumulation of N-methylserotonin positively correlated with levels of microbiome genes encoding enzymes that digest pectic glycans. Identifying this type of microbial mining activity has potential therapeutic implications.


Subject(s)
Citrus sinensis , Gastrointestinal Microbiome , Animals , Citrus sinensis/metabolism , Dietary Fiber , Gastrointestinal Microbiome/physiology , Germ-Free Life , Humans , Mice , Pectins/metabolism , Polysaccharides/metabolism , Serotonin/analogs & derivatives
3.
Nature ; 625(7993): 157-165, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38093016

ABSTRACT

Evidence is accumulating that perturbed postnatal development of the gut microbiome contributes to childhood malnutrition1-4. Here we analyse biospecimens from a randomized, controlled trial of a microbiome-directed complementary food (MDCF-2) that produced superior rates of weight gain compared with a calorically more dense conventional ready-to-use supplementary food in 12-18-month-old Bangladeshi children with moderate acute malnutrition4. We reconstructed 1,000 bacterial genomes (metagenome-assembled genomes (MAGs)) from the faecal microbiomes of trial participants, identified 75 MAGs of which the abundances were positively associated with ponderal growth (change in weight-for-length Z score (WLZ)), characterized changes in MAG gene expression as a function of treatment type and WLZ response, and quantified carbohydrate structures in MDCF-2 and faeces. The results reveal that two Prevotella copri MAGs that are positively associated with WLZ are the principal contributors to MDCF-2-induced expression of metabolic pathways involved in utilizing the component glycans of MDCF-2. The predicted specificities of carbohydrate-active enzymes expressed by their polysaccharide-utilization loci are correlated with (1) the in vitro growth of Bangladeshi P. copri strains, possessing varying degrees of polysaccharide-utilization loci and genomic conservation with these MAGs, in defined medium containing different purified glycans representative of those in MDCF-2, and (2) the levels of faecal carbohydrate structures in the trial participants. These associations suggest that identifying bioactive glycan structures in MDCFs metabolized by growth-associated bacterial taxa will help to guide recommendations about their use in children with acute malnutrition and enable the development of additional formulations.


Subject(s)
Food , Gastrointestinal Microbiome , Malnutrition , Polysaccharides , Humans , Infant , Bacteria/genetics , Bangladesh , Body Weight/genetics , Feces/microbiology , Gastrointestinal Microbiome/physiology , Genome, Bacterial/genetics , Malnutrition/microbiology , Metagenome/genetics , Polysaccharides/metabolism , Weight Gain
4.
Mol Cell ; 77(1): 120-137.e9, 2020 01 02.
Article in English | MEDLINE | ID: mdl-31733993

ABSTRACT

Phenotypic and metabolic heterogeneity within tumors is a major barrier to effective cancer therapy. How metabolism is implicated in specific phenotypes and whether lineage-restricted mechanisms control key metabolic vulnerabilities remain poorly understood. In melanoma, downregulation of the lineage addiction oncogene microphthalmia-associated transcription factor (MITF) is a hallmark of the proliferative-to-invasive phenotype switch, although how MITF promotes proliferation and suppresses invasion is poorly defined. Here, we show that MITF is a lineage-restricted activator of the key lipogenic enzyme stearoyl-CoA desaturase (SCD) and that SCD is required for MITFHigh melanoma cell proliferation. By contrast MITFLow cells are insensitive to SCD inhibition. Significantly, the MITF-SCD axis suppresses metastasis, inflammatory signaling, and an ATF4-mediated feedback loop that maintains de-differentiation. Our results reveal that MITF is a lineage-specific regulator of metabolic reprogramming, whereby fatty acid composition is a driver of melanoma phenotype switching, and highlight that cell phenotype dictates the response to drugs targeting lipid metabolism.


Subject(s)
Adaptation, Physiological/physiology , Fatty Acids/metabolism , Melanoma/metabolism , Microphthalmia-Associated Transcription Factor/metabolism , Stearoyl-CoA Desaturase/metabolism , Animals , Cell Differentiation/physiology , Cell Line, Tumor , Cell Proliferation/physiology , Down-Regulation/physiology , Humans , Mice , Neoplasm Invasiveness/pathology , Phenotype , Signal Transduction/physiology
5.
Nature ; 595(7865): 91-95, 2021 07.
Article in English | MEDLINE | ID: mdl-34163075

ABSTRACT

Changing food preferences brought about by westernization that have deleterious health effects1,2-combined with myriad forces that are contributing to increased food insecurity-are catalysing efforts to identify more nutritious and affordable foods3. Consumption of dietary fibre can help to prevent cardiovascular disease, type 2 diabetes and obesity4-6. A substantial number of reports have explored the effects of dietary fibre on the gut microbial community7-9. However, the microbiome is complex, dynamic and exhibits considerable intra- and interpersonal variation in its composition and functions. The large number of potential interactions between the components of the microbiome makes it challenging to define the mechanisms by which food ingredients affect community properties. Here we address the question of how foods containing different fibre preparations can be designed to alter functions associated with specific components of the microbiome. Because a marked increase in snack consumption is associated with westernization, we formulated snack prototypes using plant fibres from different sustainable sources that targeted distinct features of the gut microbiomes of individuals with obesity when transplanted into gnotobiotic mice. We used these snacks to supplement controlled diets that were consumed by adult individuals with obesity or who were overweight. Fibre-specific changes in their microbiomes were linked to changes in their plasma proteomes indicative of an altered physiological state.


Subject(s)
Dietary Fiber/pharmacology , Feces/microbiology , Gastrointestinal Microbiome/drug effects , Germ-Free Life , Snacks , Adolescent , Adult , Animals , Bacteroides/drug effects , Bacteroides/isolation & purification , Blood Proteins/analysis , Female , Humans , Male , Mice , Mice, Inbred C57BL , Middle Aged , Obesity/microbiology , Overweight/microbiology , Proteome/analysis , Proteome/drug effects , Young Adult
6.
Proc Natl Acad Sci U S A ; 120(39): e2311422120, 2023 09 26.
Article in English | MEDLINE | ID: mdl-37733741

ABSTRACT

Understanding how members of the human gut microbiota prioritize nutrient resources is one component of a larger effort to decipher the mechanisms defining microbial community robustness and resiliency in health and disease. This knowledge is foundational for development of microbiota-directed therapeutics. To model how bacteria prioritize glycans in the gut, germfree mice were colonized with 13 human gut bacterial strains, including seven saccharolytic Bacteroidaceae species. Animals were fed a Western diet supplemented with pea fiber. After community assembly, an inducible CRISPR-based system was used to selectively and temporarily reduce the absolute abundance of Bacteroides thetaiotaomicron or B. cellulosilyticus by 10- to 60-fold. Each knockdown resulted in specific, reproducible increases in the abundances of other Bacteroidaceae and dynamic alterations in their expression of genes involved in glycan utilization. Emergence of these "alternate consumers" was associated with preservation of community saccharolytic activity. Using an inducible system for CRISPR base editing in vitro, we disrupted translation of transporters critical for utilizing dietary polysaccharides in Phocaeicola vulgatus, a B. cellulosilyticus knockdown-responsive taxon. In vitro and in vivo tests of the resulting P. vulgatus mutants allowed us to further characterize mechanisms associated with its increased fitness after knockdown. In principle, the approach described can be applied to study utilization of a range of nutrients and to preclinical efforts designed to develop therapeutic strategies for precision manipulation of microbial communities.


Subject(s)
Bacteroides thetaiotaomicron , Bacteroides , Humans , Animals , Mice , Bacteroides/genetics , Polysaccharides , Bacteroides thetaiotaomicron/genetics , Biological Assay , Diet, Western
7.
Crit Rev Biochem Mol Biol ; 57(5-6): 562-584, 2022.
Article in English | MEDLINE | ID: mdl-36866565

ABSTRACT

Bifidobacteria are early colonizers of the human neonatal gut and provide multiple health benefits to the infant, including inhibiting the growth of enteropathogens and modulating the immune system. Certain Bifidobacterium species prevail in the gut of breastfed infants due to the ability of these microorganisms to selectively forage glycans present in human milk, specifically human milk oligosaccharides (HMOs) and N-linked glycans. Therefore, these carbohydrates serve as promising prebiotic dietary supplements to stimulate the growth of bifidobacteria in the guts of children suffering from impaired gut microbiota development. However, the rational formulation of milk glycan-based prebiotics requires a detailed understanding of how bifidobacteria metabolize these carbohydrates. Accumulating biochemical and genomic data suggest that HMO and N-glycan assimilation abilities vary remarkably within the Bifidobacterium genus, both at the species and strain levels. This review focuses on the delineation and genome-based comparative analysis of differences in respective biochemical pathways, transport systems, and associated transcriptional regulatory networks, providing a foundation for genomics-based projection of milk glycan utilization capabilities across a rapidly growing number of sequenced bifidobacterial genomes and metagenomic datasets. This analysis also highlights remaining knowledge gaps and suggests directions for future studies to optimize the formulation of milk-glycan-based prebiotics that target bifidobacteria.


Subject(s)
Bifidobacterium , Prebiotics , Infant , Infant, Newborn , Child , Humans , Bifidobacterium/genetics , Bifidobacterium/metabolism , Prebiotics/analysis , Milk, Human/chemistry , Milk, Human/metabolism , Polysaccharides/metabolism , Carbohydrates/analysis , Genomics
8.
N Engl J Med ; 383(4): 321-333, 2020 07 23.
Article in English | MEDLINE | ID: mdl-32706533

ABSTRACT

BACKGROUND: Environmental enteric dysfunction (EED) is an enigmatic disorder of the small intestine that is postulated to play a role in childhood undernutrition, a pressing global health problem. Defining the incidence of this disorder, its pathophysiological features, and its contribution to impaired linear and ponderal growth has been hampered by the difficulty in directly sampling the small intestinal mucosa and microbial community (microbiota). METHODS: In this study, among 110 young children (mean age, 18 months) with linear growth stunting who were living in an urban slum in Dhaka, Bangladesh, and had not benefited from a nutritional intervention, we performed endoscopy in 80 children who had biopsy-confirmed EED and available plasma and duodenal samples. We quantified the levels of 4077 plasma proteins and 2619 proteins in duodenal biopsy samples obtained from these children. The levels of bacterial strains in microbiota recovered from duodenal aspirate from each child were determined with the use of culture-independent methods. In addition, we obtained 21 plasma samples and 27 fecal samples from age-matched healthy children living in the same area. Young germ-free mice that had been fed a Bangladeshi diet were colonized with bacterial strains cultured from the duodenal aspirates. RESULTS: Of the bacterial strains that were obtained from the children, the absolute levels of a shared group of 14 taxa (which are not typically classified as enteropathogens) were negatively correlated with linear growth (length-for-age z score, r = -0.49; P = 0.003) and positively correlated with duodenal proteins involved in immunoinflammatory responses. The representation of these 14 duodenal taxa in fecal microbiota was significantly different from that in samples obtained from healthy children (P<0.001 by permutational multivariate analysis of variance). Enteropathy of the small intestine developed in gnotobiotic mice that had been colonized with cultured duodenal strains obtained from children with EED. CONCLUSIONS: These results provide support for a causal relationship between growth stunting and components of the small intestinal microbiota and enteropathy and offer a rationale for developing therapies that target these microbial contributions to EED. (Funded by the Bill and Melinda Gates Foundation and others; ClinicalTrials.gov number, NCT02812615.).


Subject(s)
Duodenum/microbiology , Gastrointestinal Microbiome , Growth Disorders/microbiology , Infant Nutrition Disorders/complications , Animals , Bacteria/isolation & purification , Bangladesh , Duodenoscopy , Duodenum/pathology , Environmental Illness/complications , Feces/microbiology , Female , Germ-Free Life , Growth , Growth Disorders/etiology , Humans , Infant , Inflammatory Bowel Diseases/complications , Insulin-Like Growth Factor I/analysis , Intestinal Diseases/complications , Male , Mice , Mice, Inbred C57BL , Multivariate Analysis , Pancreatitis-Associated Proteins/analysis , Proteome/analysis
9.
Proc Natl Acad Sci U S A ; 117(5): 2622-2633, 2020 02 04.
Article in English | MEDLINE | ID: mdl-31969452

ABSTRACT

Human gut microbiota development has been associated with healthy growth but understanding the determinants of community assembly and composition is a formidable challenge. We cultured bacteria from serially collected fecal samples from a healthy infant; 34 sequenced strains containing 103,102 genes were divided into two consortia representing earlier and later stages in community assembly during the first six postnatal months. The two consortia were introduced alone (singly), or sequentially in different order, or simultaneously into young germ-free mice fed human infant formula. The pattern of fitness of bacterial strains observed across the different colonization conditions indicated that later-phase strains substantially outcompete earlier-phase strains, although four early-phase members persist. Persistence was not determined by order of introduction, suggesting that priority effects are not prominent in this model. To characterize succession in the context of the metabolic potential of consortium members, we performed in silico reconstructions of metabolic pathways involved in carbohydrate utilization and amino acid and B-vitamin biosynthesis, then quantified the fitness (abundance) of strains in serially collected fecal samples and their transcriptional responses to different histories of colonization. Applying feature-reduction methods disclosed a set of metabolic pathways whose presence and/or expression correlates with strain fitness and that enable early-stage colonizers to survive during introduction of later colonizers. The approach described can be used to test the magnitude of the contribution of identified metabolic pathways to fitness in different community contexts, study various ecological processes thought to govern community assembly, and facilitate development of microbiota-directed therapeutics.


Subject(s)
Bacteria/isolation & purification , Gastrointestinal Microbiome , Animals , Bacteria/classification , Bacteria/genetics , Feces/microbiology , Female , Germ-Free Life , Humans , Infant , Infant, Newborn , Male , Mice , Mice, Inbred C57BL , Models, Animal , Phylogeny
10.
EMBO J ; 37(20)2018 10 15.
Article in English | MEDLINE | ID: mdl-30209241

ABSTRACT

Nutrient restriction reprograms cellular signaling and metabolic network to shape cancer phenotype. Lactate dehydrogenase A (LDHA) has a key role in aerobic glycolysis (the Warburg effect) through regeneration of the electron acceptor NAD+ and is widely regarded as a desirable target for cancer therapeutics. However, the mechanisms of cellular response and adaptation to LDHA inhibition remain largely unknown. Here, we show that LDHA activity supports serine and aspartate biosynthesis. Surprisingly, however, LDHA inhibition fails to impact human melanoma cell proliferation, survival, or tumor growth. Reduced intracellular serine and aspartate following LDHA inhibition engage GCN2-ATF4 signaling to initiate an expansive pro-survival response. This includes the upregulation of glutamine transporter SLC1A5 and glutamine uptake, with concomitant build-up of essential amino acids, and mTORC1 activation, to ameliorate the effects of LDHA inhibition. Tumors with low LDHA expression and melanoma patients acquiring resistance to MAPK signaling inhibitors, which target the Warburg effect, exhibit altered metabolic gene expression reminiscent of the ATF4-mediated survival signaling. ATF4-controlled survival mechanisms conferring synthetic vulnerability to the approaches targeting the Warburg effect offer efficacious therapeutic strategies.


Subject(s)
Activating Transcription Factor 4/metabolism , Cell Proliferation , Glycolysis , L-Lactate Dehydrogenase/metabolism , Melanoma/metabolism , Neoplasm Proteins/metabolism , Signal Transduction , Activating Transcription Factor 4/genetics , Amino Acid Transport System ASC/genetics , Amino Acid Transport System ASC/metabolism , Aspartic Acid/biosynthesis , Aspartic Acid/genetics , Cell Line, Tumor , Cell Survival , Humans , L-Lactate Dehydrogenase/antagonists & inhibitors , L-Lactate Dehydrogenase/genetics , Mechanistic Target of Rapamycin Complex 1/genetics , Mechanistic Target of Rapamycin Complex 1/metabolism , Melanoma/genetics , Melanoma/pathology , Minor Histocompatibility Antigens/genetics , Minor Histocompatibility Antigens/metabolism , Neoplasm Proteins/antagonists & inhibitors , Neoplasm Proteins/genetics , Protein Serine-Threonine Kinases/genetics , Protein Serine-Threonine Kinases/metabolism , Serine/biosynthesis , Serine/genetics
11.
Nat Chem Biol ; 16(10): 1071-1077, 2020 10.
Article in English | MEDLINE | ID: mdl-32601485

ABSTRACT

The increase in multi-drug resistant pathogenic bacteria is making our current arsenal of clinically used antibiotics obsolete, highlighting the urgent need for new lead compounds with distinct target binding sites to avoid cross-resistance. Here we report that the aromatic polyketide antibiotic tetracenomycin (TcmX) is a potent inhibitor of protein synthesis, and does not induce DNA damage as previously thought. Despite the structural similarity to the well-known translation inhibitor tetracycline, we show that TcmX does not interact with the small ribosomal subunit, but rather binds to the large subunit, within the polypeptide exit tunnel. This previously unappreciated binding site is located adjacent to the macrolide-binding site, where TcmX stacks on the noncanonical basepair formed by U1782 and U2586 of the 23S ribosomal RNA. Although the binding site is distinct from the macrolide antibiotics, our results indicate that like macrolides, TcmX allows translation of short oligopeptides before further translation is blocked.


Subject(s)
Amycolatopsis/drug effects , Gene Expression Regulation, Bacterial/drug effects , Amycolatopsis/genetics , Amycolatopsis/metabolism , Binding Sites , Cryoelectron Microscopy , Drug Resistance, Bacterial , Escherichia coli , HEK293 Cells , Humans , Microbial Sensitivity Tests , Models, Molecular , Mutation , Naphthacenes/chemistry , Naphthacenes/pharmacology , Protein Binding , Protein Biosynthesis/drug effects , Protein Conformation , Ribosomes/metabolism
12.
Proc Natl Acad Sci U S A ; 114(9): E1668-E1677, 2017 02 28.
Article in English | MEDLINE | ID: mdl-28193858

ABSTRACT

Studying the phenomenon of cellular senescence has been hindered by the lack of senescence-specific markers. As such, detection of proteins informally associated with senescence accompanies the use of senescence-associated ß-galactosidase as a collection of semiselective markers to monitor the presence of senescent cells. To identify novel biomarkers of senescence, we immunized BALB/c mice with senescent mouse lung fibroblasts and screened for antibodies that recognized senescence-associated cell-surface antigens by FACS analysis and a newly developed cell-based ELISA. The majority of antibodies that we isolated, cloned, and sequenced belonged to the IgM isotype of the innate immune system. In-depth characterization of one of these monoclonal, polyreactive natural antibodies, the IgM clone 9H4, revealed its ability to recognize the intermediate filament vimentin. By using 9H4, we observed that senescent primary human fibroblasts express vimentin on their cell surface, and MS analysis revealed a posttranslational modification on cysteine 328 (C328) by the oxidative adduct malondialdehyde (MDA). Moreover, elevated levels of secreted MDA-modified vimentin were detected in the plasma of aged senescence-accelerated mouse prone 8 mice, which are known to have deregulated reactive oxygen species metabolism and accelerated aging. Based on these findings, we hypothesize that humoral innate immunity may recognize senescent cells by the presence of membrane-bound MDA-vimentin, presumably as part of a senescence eradication mechanism that may become impaired with age and result in senescent cell accumulation.


Subject(s)
Antibodies/metabolism , Cell Membrane/metabolism , Cellular Senescence/physiology , Vimentin/metabolism , Animals , Biomarkers/metabolism , Cells, Cultured , Female , Fibroblasts/metabolism , Immunity, Humoral/physiology , Immunity, Innate/physiology , Immunoglobulin M/metabolism , Intermediate Filaments/metabolism , Malondialdehyde/metabolism , Mice , Mice, Inbred BALB C , Mice, Inbred C57BL , Reactive Oxygen Species/metabolism , beta-Galactosidase/metabolism
13.
Nucleic Acids Res ; 45(7): 3785-3799, 2017 04 20.
Article in English | MEDLINE | ID: mdl-28073944

ABSTRACT

Riboflavin (vitamin B2) is the precursor of flavin mononucleotide (FMN) and flavin adenine dinucleotide, which are essential coenzymes in all free-living organisms. Riboflavin biosynthesis in many Bacteria but not in Archaea is controlled by FMN-responsive riboswitches. We identified a novel bifunctional riboflavin kinase/regulator (RbkR), which controls riboflavin biosynthesis and transport genes in major lineages of Crenarchaeota, Euryarchaeota and Thaumarchaeota. RbkR proteins are composed of the riboflavin kinase domain and a DNA-binding winged helix-turn-helix-like domain. Using comparative genomics, we predicted RbkR operator sites and reconstructed RbkR regulons in 94 archaeal genomes. While the identified RbkR operators showed significant variability between archaeal lineages, the conserved core of RbkR regulons includes riboflavin biosynthesis genes, known/predicted vitamin uptake transporters and the rbkR gene. The DNA motifs and CTP-dependent riboflavin kinase activity of two RbkR proteins were experimentally validated in vitro. The DNA binding activity of RbkR was stimulated by CTP and suppressed by FMN, a product of riboflavin kinase. The crystallographic structure of RbkR from Thermoplasma acidophilum was determined in complex with CTP and its DNA operator revealing key residues for operator and ligand recognition. Overall, this study contributes to our understanding of metabolic and regulatory networks for vitamin homeostasis in Archaea.


Subject(s)
Archaea/genetics , Archaeal Proteins/metabolism , Phosphotransferases (Alcohol Group Acceptor)/metabolism , Riboflavin/metabolism , Transcription Factors/metabolism , Archaea/enzymology , Archaea/metabolism , Archaeal Proteins/chemistry , DNA, Archaeal/chemistry , DNA, Archaeal/metabolism , Evolution, Molecular , Genome, Archaeal , Operator Regions, Genetic , Phosphotransferases (Alcohol Group Acceptor)/chemistry , Protein Domains , Regulon , Transcription Factors/chemistry
15.
J Biol Chem ; 290(12): 7693-706, 2015 Mar 20.
Article in English | MEDLINE | ID: mdl-25631047

ABSTRACT

Nicotinate mononucleotide adenylyltransferase NadD is an essential enzyme in the biosynthesis of the NAD cofactor, which has been implicated as a target for developing new antimycobacterial therapies. Here we report the crystal structure of Mycobacterium tuberculosis NadD (MtNadD) at a resolution of 2.4 Å. A remarkable new feature of the MtNadD structure, compared with other members of this enzyme family, is a 310 helix that locks the active site in an over-closed conformation. As a result, MtNadD is rendered inactive as it is topologically incompatible with substrate binding and catalysis. Directed mutagenesis was also used to further dissect the structural elements that contribute to the interactions of the two MtNadD substrates, i.e. ATP and nicotinic acid mononucleotide (NaMN). For inhibitory profiling of partially active mutants and wild type MtNadD, we used a small molecule inhibitor of MtNadD with moderate affinity (Ki ∼ 25 µM) and antimycobacterial activity (MIC80) ∼ 40-80 µM). This analysis revealed interferences with some of the residues in the NaMN binding subsite consistent with the competitive inhibition observed for the NaMN substrate (but not ATP). A detailed steady-state kinetic analysis of MtNadD suggests that ATP must first bind to allow efficient NaMN binding and catalysis. This sequential mechanism is consistent with the requirement of transition to catalytically competent (open) conformation hypothesized from structural modeling. A possible physiological significance of this mechanism is to enable the down-regulation of NAD synthesis under ATP-limiting dormancy conditions. These findings point to a possible new strategy for designing inhibitors that lock the enzyme in the inactive over-closed conformation.


Subject(s)
Antitubercular Agents/pharmacology , Drug Discovery , Enzyme Inhibitors/pharmacology , Mycobacterium tuberculosis/enzymology , Nicotinamide-Nucleotide Adenylyltransferase/metabolism , Amino Acid Sequence , Antitubercular Agents/chemistry , Crystallography, X-Ray , Enzyme Inhibitors/chemistry , Kinetics , Models, Molecular , Molecular Sequence Data , Mutagenesis, Site-Directed , Mycobacterium tuberculosis/drug effects , Nicotinamide-Nucleotide Adenylyltransferase/antagonists & inhibitors , Nicotinamide-Nucleotide Adenylyltransferase/chemistry , Protein Conformation , Sequence Homology, Amino Acid , Structure-Activity Relationship
16.
Biochemistry ; 54(3): 909-31, 2015 Jan 27.
Article in English | MEDLINE | ID: mdl-25540822

ABSTRACT

The rate at which genome sequencing data is accruing demands enhanced methods for functional annotation and metabolism discovery. Solute binding proteins (SBPs) facilitate the transport of the first reactant in a metabolic pathway, thereby constraining the regions of chemical space and the chemistries that must be considered for pathway reconstruction. We describe high-throughput protein production and differential scanning fluorimetry platforms, which enabled the screening of 158 SBPs against a 189 component library specifically tailored for this class of proteins. Like all screening efforts, this approach is limited by the practical constraints imposed by construction of the library, i.e., we can study only those metabolites that are known to exist and which can be made in sufficient quantities for experimentation. To move beyond these inherent limitations, we illustrate the promise of crystallographic- and mass spectrometric-based approaches for the unbiased use of entire metabolomes as screening libraries. Together, our approaches identified 40 new SBP ligands, generated experiment-based annotations for 2084 SBPs in 71 isofunctional clusters, and defined numerous metabolic pathways, including novel catabolic pathways for the utilization of ethanolamine as sole nitrogen source and the use of d-Ala-d-Ala as sole carbon source. These efforts begin to define an integrated strategy for realizing the full value of amassing genome sequence data.


Subject(s)
Carrier Proteins/metabolism , Metabolic Networks and Pathways , Metabolome , Metabolomics/methods , Molecular Sequence Annotation , Bacillus/metabolism , Carbohydrates/chemistry , Cloning, Molecular , Crystallography, X-Ray , Fluorometry , Kinetics , Ligands , Reproducibility of Results , Sequence Homology, Amino Acid
17.
Nucleic Acids Res ; 41(2): 790-803, 2013 Jan.
Article in English | MEDLINE | ID: mdl-23209028

ABSTRACT

Large and functionally heterogeneous families of transcription factors have complex evolutionary histories. What shapes specificities toward effectors and DNA sites in paralogous regulators is a fundamental question in biology. Bacteria from the deep-branching lineage Thermotogae possess multiple paralogs of the repressor, open reading frame, kinase (ROK) family regulators that are characterized by carbohydrate-sensing domains shared with sugar kinases. We applied an integrated genomic approach to study functions and specificities of regulators from this family. A comparative analysis of 11 Thermotogae genomes revealed novel mechanisms of transcriptional regulation of the sugar utilization networks, DNA-binding motifs and specific functions. Reconstructed regulons for seven groups of ROK regulators were validated by DNA-binding assays using purified recombinant proteins from the model bacterium Thermotoga maritima. All tested regulators demonstrated specific binding to their predicted cognate DNA sites, and this binding was inhibited by specific effectors, mono- or disaccharides from their respective sugar catabolic pathways. By comparing ligand-binding domains of regulators with structurally characterized kinases from the ROK family, we elucidated signature amino acid residues determining sugar-ligand regulator specificity. Observed correlations between signature residues and the sugar-ligand specificities provide the framework for structure functional classification of the entire ROK family.


Subject(s)
Bacterial Proteins/metabolism , Transcription Factors/metabolism , Bacteria/metabolism , Bacterial Proteins/chemistry , Bacterial Proteins/classification , Binding Sites , Carbohydrate Metabolism , DNA, Bacterial/chemistry , DNA, Bacterial/metabolism , Genome, Bacterial , Nucleotide Motifs , Phylogeny , Regulon , Thermotoga maritima/genetics , Transcription Factors/chemistry , Transcription Factors/classification
18.
Proteomics ; 14(1): 42-50, 2014 Jan.
Article in English | MEDLINE | ID: mdl-24227478

ABSTRACT

Proteolytic signaling, or regulated proteolysis, is an essential part of many important pathways such as Notch, Wnt, and Hedgehog. How the structure of the cleaved substrate regions influences the efficacy of proteolytic processing remains underexplored. Here, we analyzed the relative importance in proteolysis of various structural features derived from substrate sequences using a dataset of more than 5000 experimentally verified proteolytic events captured in CutDB. Accessibility to the solvent was recognized as an essential property of a proteolytically processed polypeptide chain. Proteolytic events were found nearly uniformly distributed among three types of secondary structure, although with some enrichment in loops. Cleavages in α-helices were found to be relatively abundant in regions apparently prone to unfolding, while cleavages in ß-structures tended to be located at the periphery of ß-sheets. Application of the same statistical procedures to proteolytic events divided into separate sets according to the catalytic classes of proteases proved consistency of the results and confirmed that the structural mechanisms of proteolysis are universal. The estimated prediction power of sequence-derived structural features, which turned out to be sufficiently high, presents a rationale for their use in bioinformatic prediction of proteolytic events.


Subject(s)
Amino Acid Sequence , Computational Biology/methods , Proteins/chemistry , Proteins/metabolism , Proteolysis , Models, Statistical , Protein Conformation , ROC Curve
19.
medRxiv ; 2024 Jun 13.
Article in English | MEDLINE | ID: mdl-38946965

ABSTRACT

Severe acute malnutrition (SAM), defined anthropometrically as a weight-for-length z-score more than 3 standard deviations below the mean (WLZ<-3), affects 19 million children under 5-years-old worldwide. Complete anthropometric recovery after standard inventions is rare with children often left with moderate acute malnutrition (MAM; WLZ -2 to -3). Here we conduct a randomized controlled trial (RCT), involving 12-18-month-old Bangladeshi children from urban and rural sites, who after hospital-based treatment for SAM received a 3-month intervention with a microbiota-directed complementary food (MDCF-2) or a ready-to-use supplementary food (RUSF) as they transitioned to MAM. The rate of WLZ improvement was significantly greater with MDCF-2 than the more calorically-dense RUSF, as we observed in a previous RCT of Bangladeshi children with MAM without antecedent SAM. A correlated meta-analysis of aptamer-based measurements of 4,520 plasma proteins in this and the prior RCT revealed 215 proteins positively-associated with WLZ (prominently those involved in musculoskeletal and CNS development) and 44 negatively-associated proteins (related to immune activation), with a significant enrichment in levels of the positively WLZ-associated proteins in the MDCF-2 arm. Characterizing changes in 754 bacterial metagenome-assembled genomes in serially collected fecal samples disclosed the effects of acute rehabilitation for SAM on the microbiome, its transition as each child achieves a state of MAM, and how specific strains of Prevotella copri function at the intersection between MDCF-2 glycan metabolism and the rescue of growth faltering. These results provide a rationale for further testing the generalizability of the efficacy of MDCF and identify biomarkers for defining treatment responses.

20.
Nat Microbiol ; 9(4): 922-937, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38503977

ABSTRACT

Microbiota-directed complementary food (MDCF) formulations have been designed to repair the gut communities of malnourished children. A randomized controlled trial demonstrated that one formulation, MDCF-2, improved weight gain in malnourished Bangladeshi children compared to a more calorically dense standard nutritional intervention. Metagenome-assembled genomes from study participants revealed a correlation between ponderal growth and expression of MDCF-2 glycan utilization pathways by Prevotella copri strains. To test this correlation, here we use gnotobiotic mice colonized with defined consortia of age- and ponderal growth-associated gut bacterial strains, with or without P. copri isolates closely matching the metagenome-assembled genomes. Combining gut metagenomics and metatranscriptomics with host single-nucleus RNA sequencing and gut metabolomic analyses, we identify a key role of P. copri in metabolizing MDCF-2 glycans and uncover its interactions with other microbes including Bifidobacterium infantis. P. copri-containing consortia mediated weight gain and modulated energy metabolism within intestinal epithelial cells. Our results reveal structure-function relationships between MDCF-2 and members of the gut microbiota of malnourished children with potential implications for future therapies.


Subject(s)
Gastrointestinal Microbiome , Malnutrition , Microbiota , Prevotella , Animals , Mice , Gastrointestinal Microbiome/genetics , Weight Gain
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