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1.
Cell Rep ; 43(1): 113517, 2024 01 23.
Article in English | MEDLINE | ID: mdl-38142397

ABSTRACT

Randomly barcoded transposon mutant libraries are powerful tools for studying gene function and organization, assessing gene essentiality and pathways, discovering potential therapeutic targets, and understanding the physiology of gut bacteria and their interactions with the host. However, construction of high-quality libraries with uniform representation can be challenging. In this review, we survey various strategies for barcoded library construction, including transposition systems, methods of transposon delivery, optimal library size, and transconjugant selection schemes. We discuss the advantages and limitations of each approach, as well as factors to consider when selecting a strategy. In addition, we highlight experimental and computational advances in arraying condensed libraries from mutant pools. We focus on examples of successful library construction in gut bacteria and their application to gene function studies and drug discovery. Given the need for understanding gene function and organization in gut bacteria, we provide a comprehensive guide for researchers to construct randomly barcoded transposon mutant libraries.


Subject(s)
DNA Transposable Elements , High-Throughput Nucleotide Sequencing , DNA Transposable Elements/genetics , High-Throughput Nucleotide Sequencing/methods , Cloning, Molecular , Gene Library , Bacteria/genetics , Mutagenesis, Insertional/genetics
2.
Cell Rep ; 43(1): 113519, 2024 01 23.
Article in English | MEDLINE | ID: mdl-38142398

ABSTRACT

The critical role of the intestinal microbiota in human health and disease is well recognized. Nevertheless, there are still large gaps in our understanding of the functions and mechanisms encoded in the genomes of most members of the gut microbiota. Genome-scale libraries of transposon mutants are a powerful tool to help us address this gap. Recent advances in barcoded transposon mutagenesis have dramatically lowered the cost of mutant fitness determination in hundreds of in vitro and in vivo experimental conditions. In an accompanying review, we discuss recent advances and caveats for the construction of pooled and arrayed barcoded transposon mutant libraries in human gut commensals. In this review, we discuss how these libraries can be used across a wide range of applications, the technical aspects involved, and expectations for such screens.


Subject(s)
DNA Transposable Elements , Humans , Mutagenesis, Insertional/genetics , DNA Transposable Elements/genetics , Gene Library
3.
Elife ; 62017 12 27.
Article in English | MEDLINE | ID: mdl-29280730

ABSTRACT

Understanding how genetic variation contributes to phenotypic differences is a fundamental question in biology. Combining high-throughput gene function assays with mechanistic models of the impact of genetic variants is a promising alternative to genome-wide association studies. Here we have assembled a large panel of 696 Escherichia coli strains, which we have genotyped and measured their phenotypic profile across 214 growth conditions. We integrated variant effect predictors to derive gene-level probabilities of loss of function for every gene across all strains. Finally, we combined these probabilities with information on conditional gene essentiality in the reference K-12 strain to compute the growth defects of each strain. Not only could we reliably predict these defects in up to 38% of tested conditions, but we could also directly identify the causal variants that were validated through complementation assays. Our work demonstrates the power of forward predictive models and the possibility of precision genetic interventions.


Subject(s)
Escherichia coli K12/genetics , Escherichia coli K12/physiology , Genetic Variation , Biological Variation, Population , Genetic Complementation Test , Genotype , Phenotype
4.
Nat Microbiol ; 2: 17014, 2017 Feb 17.
Article in English | MEDLINE | ID: mdl-28211844

ABSTRACT

Advances in our ability to systematically introduce and track controlled genetic variance in microorganisms have, in the past decade, fuelled high-throughput reverse genetics approaches. When coupled to quantitative readouts, such approaches are extremely powerful at elucidating gene function and providing insights into the underlying pathways and the overall cellular network organization. Yet, until now, all efforts to quantify microbial macroscopic phenotypes have been restricted to monitoring growth in a small number of model microorganisms. We have developed an image analysis software named Iris, which allows for systematic exploration of a number of orthogonal-to-growth processes, including biofilm formation, colony morphogenesis, envelope biogenesis, sporulation and reporter activity. In addition, Iris provides more sensitive growth measurements than currently available software and is compatible with a variety of different microorganisms, as well as with endpoint or kinetic data. We used Iris to reanalyse existing chemical genomics data in Escherichia coli and to perform proof-of-principle screens on colony biofilm formation and morphogenesis of different bacterial species and the pathogenic fungus Candida albicans. We thereby recapitulated existing knowledge but also identified a plethora of additional genes and pathways involved in both processes.


Subject(s)
Bacteria/genetics , High-Throughput Screening Assays/methods , Image Processing, Computer-Assisted/methods , Software , Bacteria/classification , Bacterial Physiological Phenomena , Biofilms , Candida albicans/genetics , Escherichia coli/genetics , Genomics , High-Throughput Screening Assays/instrumentation , Humans , Image Processing, Computer-Assisted/instrumentation , Phenotype
5.
Elife ; 42015 May 07.
Article in English | MEDLINE | ID: mdl-25951518

ABSTRACT

To maintain cellular structure and integrity during division, Gram-negative bacteria must carefully coordinate constriction of a tripartite cell envelope of inner membrane, peptidoglycan (PG), and outer membrane (OM). It has remained enigmatic how this is accomplished. Here, we show that envelope machines facilitating septal PG synthesis (PBP1B-LpoB complex) and OM constriction (Tol system) are physically and functionally coordinated via YbgF, renamed CpoB (Coordinator of PG synthesis and OM constriction, associated with PBP1B). CpoB localizes to the septum concurrent with PBP1B-LpoB and Tol at the onset of constriction, interacts with both complexes, and regulates PBP1B activity in response to Tol energy state. This coordination links PG synthesis with OM invagination and imparts a unique mode of bifunctional PG synthase regulation by selectively modulating PBP1B cross-linking activity. Coordination of the PBP1B and Tol machines by CpoB contributes to effective PBP1B function in vivo and maintenance of cell envelope integrity during division.


Subject(s)
Cell Division/physiology , Cell Membrane/physiology , Escherichia coli Proteins/metabolism , Escherichia coli/physiology , Membrane Proteins/metabolism , Peptidoglycan/biosynthesis , Cell Membrane/metabolism , Chlorophenols , DNA Primers/genetics , Galactosides , Gene Knockout Techniques , Image Processing, Computer-Assisted , Microscopy, Fluorescence , Penicillin-Binding Proteins/metabolism , Peptidoglycan Glycosyltransferase/metabolism , Plasmids/genetics , Serine-Type D-Ala-D-Ala Carboxypeptidase/metabolism
6.
Proc Natl Acad Sci U S A ; 111(22): 8197-202, 2014 Jun 03.
Article in English | MEDLINE | ID: mdl-24821816

ABSTRACT

Bacteria surround their cytoplasmic membrane with an essential, stress-bearing peptidoglycan (PG) layer. Growing and dividing cells expand their PG layer by using membrane-anchored PG synthases, which are guided by dynamic cytoskeletal elements. In Escherichia coli, growth of the mainly single-layered PG is also regulated by outer membrane-anchored lipoproteins. The lipoprotein LpoB is required for the activation of penicillin-binding protein (PBP) 1B, which is a major, bifunctional PG synthase with glycan chain polymerizing (glycosyltransferase) and peptide cross-linking (transpeptidase) activities. Here, we report the structure of LpoB, determined by NMR spectroscopy, showing an N-terminal, 54-aa-long flexible stretch followed by a globular domain with similarity to the N-terminal domain of the prevalent periplasmic protein TolB. We have identified the interaction interface between the globular domain of LpoB and the noncatalytic UvrB domain 2 homolog domain of PBP1B and modeled the complex. Amino acid exchanges within this interface weaken the PBP1B-LpoB interaction, decrease the PBP1B stimulation in vitro, and impair its function in vivo. On the contrary, the N-terminal flexible stretch of LpoB is required to stimulate PBP1B in vivo, but is dispensable in vitro. This supports a model in which LpoB spans the periplasm to interact with PBP1B and stimulate PG synthesis.


Subject(s)
Apolipoproteins B/metabolism , Bacterial Outer Membrane Proteins/metabolism , Escherichia coli Proteins/metabolism , Escherichia coli/enzymology , Penicillin-Binding Proteins/metabolism , Peptidoglycan Glycosyltransferase/metabolism , Serine-Type D-Ala-D-Ala Carboxypeptidase/metabolism , Apolipoproteins B/chemistry , Bacterial Outer Membrane Proteins/chemistry , Escherichia coli Proteins/chemistry , Nuclear Magnetic Resonance, Biomolecular , Penicillin-Binding Proteins/chemistry , Peptidoglycan/biosynthesis , Peptidoglycan Glycosyltransferase/chemistry , Periplasm/metabolism , Protein Interaction Domains and Motifs , Protein Structure, Tertiary , Serine-Type D-Ala-D-Ala Carboxypeptidase/chemistry
7.
J Bacteriol ; 196(9): 1683-93, 2014 May.
Article in English | MEDLINE | ID: mdl-24532776

ABSTRACT

In microbiology, gene disruption and subsequent experiments often center on phenotypic changes caused by one class of specialized metabolites (quorum sensors, virulence factors, or natural products), disregarding global downstream metabolic effects. With the recent development of mass spectrometry-based methods and technologies for microbial metabolomics investigations, it is now possible to visualize global production of diverse classes of microbial specialized metabolites simultaneously. Using imaging mass spectrometry (IMS) applied to the analysis of microbiology experiments, we can observe the effects of mutations, knockouts, insertions, and complementation on the interactive metabolome. In this study, a combination of IMS and liquid chromatography-tandem mass spectrometry (LC-MS/MS) was used to visualize the impact on specialized metabolite production of a transposon insertion into a Pseudomonas aeruginosa phenazine biosynthetic gene, phzF2. The disruption of phenazine biosynthesis led to broad changes in specialized metabolite production, including loss of pyoverdine production. This shift in specialized metabolite production significantly alters the metabolic outcome of an interaction with Aspergillus fumigatus by influencing triacetylfusarinine production.


Subject(s)
Bacterial Proteins/genetics , DNA Transposable Elements , Mutagenesis, Insertional , Pseudomonas aeruginosa/genetics , Pseudomonas aeruginosa/metabolism , Bacterial Proteins/metabolism , Chromatography, Liquid , Phenazines/metabolism , Pseudomonas aeruginosa/chemistry , Tandem Mass Spectrometry
8.
PLoS One ; 6(4): e19267, 2011 Apr 29.
Article in English | MEDLINE | ID: mdl-21559445

ABSTRACT

Yersinia pestis forms a biofilm in the foregut of its flea vector that promotes transmission by flea bite. As in many bacteria, biofilm formation in Y. pestis is controlled by intracellular levels of the bacterial second messenger c-di-GMP. Two Y. pestis diguanylate cyclase (DGC) enzymes, encoded by hmsT and y3730, and one phosphodiesterase (PDE), encoded by hmsP, have been shown to control biofilm production in vitro via their opposing c-di-GMP synthesis and degradation activities, respectively. In this study, we provide further evidence that hmsT, hmsP, and y3730 are the only three genes involved in c-di-GMP metabolism in Y. pestis and evaluated the two DGCs for their comparative roles in biofilm formation in vitro and in the flea vector. As with HmsT, the DGC activity of Y3730 depended on a catalytic GGDEF domain, but the relative contribution of the two enzymes to the biofilm phenotype was influenced strongly by the environmental niche. Deletion of y3730 had a very minor effect on in vitro biofilm formation, but resulted in greatly reduced biofilm formation in the flea. In contrast, the predominant effect of hmsT was on in vitro biofilm formation. DGC activity was also required for the Hms-independent autoaggregation phenotype of Y. pestis, but was not required for virulence in a mouse model of bubonic plague. Our results confirm that only one PDE (HmsP) and two DGCs (HmsT and Y3730) control c-di-GMP levels in Y. pestis, indicate that hmsT and y3730 are regulated post-transcriptionally to differentially control biofilm formation in vitro and in the flea vector, and identify a second c-di-GMP-regulated phenotype in Y. pestis.


Subject(s)
Bacterial Proteins/metabolism , Biofilms , Cyclic GMP/analogs & derivatives , Escherichia coli Proteins/chemistry , Escherichia coli Proteins/metabolism , Phosphorus-Oxygen Lyases/chemistry , Phosphorus-Oxygen Lyases/metabolism , Yersinia pestis/chemistry , Animals , Cyclic GMP/chemistry , Disease Models, Animal , Mice , Mutation , Phenotype , Plague/metabolism , Protein Structure, Tertiary , Siphonaptera , Virulence/genetics
9.
J Mol Microbiol Biotechnol ; 16(1-2): 14-24, 2009.
Article in English | MEDLINE | ID: mdl-18957859

ABSTRACT

The genome of environmental Bacillus amyloliquefaciens FZB42 harbors numerous gene clusters involved in synthesis of antifungal and antibacterial acting secondary metabolites. Five gene clusters, srf, bmy, fen, nrs, dhb, covering altogether 137 kb, direct non-ribosomal synthesis of the cyclic lipopeptides surfactin, bacillomycin, fengycin, an unknown peptide, and the iron siderophore bacillibactin. Bacillomycin and fengycin were shown to act against phytopathogenic fungi in a synergistic manner. Three gene clusters, mln, bae, and dif, with a total length of 199 kb were shown to direct synthesis of the antibacterial acting polyketides macrolactin, bacillaene, and difficidin. Both, non-ribosomal synthesis of cyclic lipopeptides and synthesis of polyketides are dependent on the presence of a functional sfp gene product, 4'-phosphopantetheinyl transferase, as evidenced by knockout mutation of the sfp gene resulting in complete absence of all those eight compounds. In addition, here we present evidence that a gene cluster encoding enzymes involved in synthesis and export of the antibacterial acting dipeptide bacilysin is also functional in FZB42. In summary, environmental FZB42 devoted about 340 kb, corresponding to 8.5% of its total genetic capacity, to synthesis of secondary metabolites useful to cope with other competing microorganisms present in the plant rhizosphere.


Subject(s)
Anti-Bacterial Agents/biosynthesis , Bacillus/enzymology , Antifungal Agents/metabolism , Bacillus/genetics , Bacillus subtilis/genetics , Genes, Bacterial/genetics , Lipoproteins/biosynthesis , Peptide Biosynthesis, Nucleic Acid-Independent/genetics
10.
FEMS Microbiol Lett ; 290(1): 85-90, 2009 Jan.
Article in English | MEDLINE | ID: mdl-19025559

ABSTRACT

A few Yersinia pseudotuberculosis strains form biofilms on the head of the nematode Caenorhabditis elegans, but numerous others do not. We show that a widely used Y. pseudotuberculosis strain, YPIII, is biofilm positive because of a mutation in phoP, which encodes the response regulator of a two-component system. For two wild-type Y. pseudotuberculosis that do not make biofilms on C. elegans, deletion of phoP was sufficient to produce robust biofilms. In Yersinia pestis, a phoP mutant made more extensive biofilms in vitro than did the wild type. Expression of HmsT, a diguanylate cyclase that positively regulates biofilms, is diminished in Y. pseudotuberculosis strains with functional PhoP.


Subject(s)
Bacterial Proteins/pharmacology , Biofilms/drug effects , Biofilms/growth & development , Gene Expression Regulation, Bacterial , Yersinia pestis/drug effects , Yersinia pseudotuberculosis/drug effects , Animals , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Caenorhabditis elegans/microbiology , Escherichia coli Proteins , Phosphorus-Oxygen Lyases/genetics , Phosphorus-Oxygen Lyases/metabolism , Signal Transduction , Yersinia pestis/enzymology , Yersinia pestis/genetics , Yersinia pestis/growth & development , Yersinia pseudotuberculosis/enzymology , Yersinia pseudotuberculosis/genetics , Yersinia pseudotuberculosis/growth & development
11.
Appl Environ Microbiol ; 73(21): 6953-64, 2007 Nov.
Article in English | MEDLINE | ID: mdl-17827323

ABSTRACT

Environmental strain Bacillus amyloliquefaciens FZB42 differs from the domesticated model organism of the same genus, Bacillus subtilis 168, in its ability to promote plant growth and suppress plant-pathogenic organisms present in the rhizosphere. This behavior is exerted mainly through the production of several nonribosomal cyclic lipopeptides and polyketides, which exhibit a broad range of action against phytopathogenic bacteria, fungi, and nematodes. Here, we provide evidence that the synthesis of the main antifungal agent of B. amyloliquefaciens FZB42, bacillomycin D, is regulated in multiple layers. Expression of the bacillomycin D operon (bmy) is dependent on a single sigma(A)-dependent promoter, P(bmy) and is favored in its natural host by the small regulatory protein DegQ. The global regulators DegU and ComA are required for the full transcriptional activation of bmy. DegU retains a key role since it binds directly to two sites located upstream of the bacillomycin D promoter. Moreover, both DegU and a transmembrane protein of unknown function, YczE, act on a later level of gene expression, exerting their posttranscriptional effects in a hitherto-unknown manner.


Subject(s)
Bacillus/metabolism , Bacterial Proteins/physiology , Genes, Regulator , Peptides, Cyclic/biosynthesis , Peptides/metabolism , Antifungal Agents/metabolism , Antimicrobial Cationic Peptides , Bacillus/enzymology , Bacillus/genetics , Bacterial Proteins/metabolism , DNA, Bacterial/genetics , Gene Expression Regulation, Bacterial , Genes, Bacterial , Membrane Proteins/metabolism , Peptides, Cyclic/chemistry , Promoter Regions, Genetic
12.
Nat Biotechnol ; 25(9): 1007-14, 2007 Sep.
Article in English | MEDLINE | ID: mdl-17704766

ABSTRACT

Bacillus amyloliquefaciens FZB42 is a Gram-positive, plant-associated bacterium, which stimulates plant growth and produces secondary metabolites that suppress soil-borne plant pathogens. Its 3,918-kb genome, containing an estimated 3,693 protein-coding sequences, lacks extended phage insertions, which occur ubiquitously in the closely related Bacillus subtilis 168 genome. The B. amyloliquefaciens FZB42 genome reveals an unexpected potential to produce secondary metabolites, including the polyketides bacillaene and difficidin. More than 8.5% of the genome is devoted to synthesizing antibiotics and siderophores by pathways not involving ribosomes. Besides five gene clusters, known from B. subtilis to mediate nonribosomal synthesis of secondary metabolites, we identified four giant gene clusters absent in B. subtilis 168. The pks2 gene cluster encodes the components to synthesize the macrolactin core skeleton.


Subject(s)
Bacillus/genetics , Genome, Bacterial/genetics , Plant Development , Plants/microbiology , Antimicrobial Cationic Peptides/genetics , Bacillus/classification , Bacillus/metabolism , DNA, Bacterial , Genes, Bacterial , Host-Parasite Interactions , Molecular Sequence Data , Multigene Family , Pest Control, Biological , Sequence Analysis, DNA , Siderophores/genetics
13.
J Bacteriol ; 188(11): 4024-36, 2006 Jun.
Article in English | MEDLINE | ID: mdl-16707694

ABSTRACT

Although bacterial polyketides are of considerable biomedical interest, the molecular biology of polyketide biosynthesis in Bacillus spp., one of the richest bacterial sources of bioactive natural products, remains largely unexplored. Here we assign for the first time complete polyketide synthase (PKS) gene clusters to Bacillus antibiotics. Three giant modular PKS systems of the trans-acyltransferase type were identified in Bacillus amyloliquefaciens FZB 42. One of them, pks1, is an ortholog of the pksX operon with a previously unknown function in the sequenced model strain Bacillus subtilis 168, while the pks2 and pks3 clusters are novel gene clusters. Cassette mutagenesis combined with advanced mass spectrometric techniques such as matrix-assisted laser desorption ionization-time of flight mass spectrometry and liquid chromatography-electrospray ionization mass spectrometry revealed that the pks1 (bae) and pks3 (dif) gene clusters encode the biosynthesis of the polyene antibiotics bacillaene and difficidin or oxydifficidin, respectively. In addition, B. subtilis OKB105 (pheA sfp(0)), a transformant of the B. subtilis 168 derivative JH642, was shown to produce bacillaene, demonstrating that the pksX gene cluster directs the synthesis of that polyketide. The GenBank accession numbers for gene clusters pks1(bae), pks2, and pks3(dif) are AJ 634060.2, AJ 6340601.2, and AJ 6340602.2, respectively.


Subject(s)
Bacillus/genetics , Multigene Family , Polyketide Synthases/genetics , Bacillus/classification , Bacillus/enzymology , Bacillus subtilis/enzymology , Bacillus subtilis/genetics , Bacterial Proteins/genetics , Chromosome Mapping , Molecular Sequence Data , Phylogeny , Plasmids , Sequence Deletion
14.
J Bacteriol ; 186(4): 1084-96, 2004 Feb.
Article in English | MEDLINE | ID: mdl-14762003

ABSTRACT

The environmental strain Bacillus amyloliquefaciens FZB42 promotes plant growth and suppresses plant pathogenic organisms present in the rhizosphere. We sampled sequenced the genome of FZB42 and identified 2,947 genes with >50% identity on the amino acid level to the corresponding genes of Bacillus subtilis 168. Six large gene clusters encoding nonribosomal peptide synthetases (NRPS) and polyketide synthases (PKS) occupied 7.5% of the whole genome. Two of the PKS and one of the NRPS encoding gene clusters were unique insertions in the FZB42 genome and are not present in B. subtilis 168. Matrix-assisted laser desorption ionization-time of flight mass spectrometry analysis revealed expression of the antibiotic lipopeptide products surfactin, fengycin, and bacillomycin D. The fengycin (fen) and the surfactin (srf) operons were organized and located as in B. subtilis 168. A large 37.2-kb antibiotic DNA island containing the bmy gene cluster was attributed to the biosynthesis of bacillomycin D. The bmy island was found inserted close to the fen operon. The responsibility of the bmy, fen, and srf gene clusters for the production of the corresponding secondary metabolites was demonstrated by cassette mutagenesis, which led to the loss of the ability to produce these peptides. Although these single mutants still largely retained their ability to control fungal spread, a double mutant lacking both bacillomycin D and fengycin was heavily impaired in its ability to inhibit growth of phytopathogenic fungi, suggesting that both lipopeptides act in a synergistic manner.


Subject(s)
Bacillus/genetics , Lipoproteins/biosynthesis , Multienzyme Complexes/genetics , Multigene Family , Peptide Synthases/genetics , Peptides, Cyclic/biosynthesis , Base Sequence , Chromosomes, Bacterial , Genome, Bacterial , Lipoproteins/chemistry , Molecular Sequence Data , Nucleic Acid Hybridization , Operon , Peptides, Cyclic/chemistry
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