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1.
Nat Commun ; 12(1): 1422, 2021 03 03.
Article in English | MEDLINE | ID: mdl-33658492

ABSTRACT

Trans-acyltransferase polyketide synthases (trans-AT PKSs) are bacterial multimodular enzymes that biosynthesize diverse pharmaceutically and ecologically important polyketides. A notable feature of this natural product class is the existence of chemical hybrids that combine core moieties from different polyketide structures. To understand the prevalence, biosynthetic basis, and evolutionary patterns of this phenomenon, we developed transPACT, a phylogenomic algorithm to automate global classification of trans-AT PKS modules across bacteria and applied it to 1782 trans-AT PKS gene clusters. These analyses reveal widespread exchange patterns suggesting recombination of extended PKS module series as an important mechanism for metabolic diversification in this natural product class. For three plant-associated bacteria, i.e., the root colonizer Gynuella sunshinyii and the pathogens Xanthomonas cannabis and Pseudomonas syringae, we demonstrate the utility of this computational approach for uncovering cryptic relationships between polyketides, accelerating polyketide mining from fragmented genome sequences, and discovering polyketide variants with conserved moieties of interest. As natural combinatorial hybrids are rare among the more commonly studied cis-AT PKSs, this study paves the way towards evolutionarily informed, rational PKS engineering to produce chimeric trans-AT PKS-derived polyketides.


Subject(s)
Acyltransferases/genetics , Bacterial Proteins/genetics , Phylogeny , Polyketide Synthases/genetics , Polyketides/metabolism , Acyltransferases/metabolism , Algorithms , Arabidopsis/microbiology , Bacterial Proteins/metabolism , Evolution, Molecular , Genome, Bacterial , HeLa Cells , Humans , Lactones/metabolism , Macrolides/metabolism , Multigene Family , Piperidones/chemistry , Plants/microbiology , Polyketide Synthases/metabolism , Polyketides/chemistry , Pseudomonas syringae/metabolism , Xanthomonas/metabolism , Xanthomonas/pathogenicity
2.
Appl Environ Microbiol ; 82(19): 5997-6009, 2016 10 01.
Article in English | MEDLINE | ID: mdl-27474719

ABSTRACT

UNLABELLED: To better characterize the bacterial community members capable of biosurfactant production on leaves, we distinguished culturable biosurfactant-producing bacteria from nonproducers and used community sequencing to compare the composition of these distinct cultured populations with that from DNA directly recovered from leaves. Communities on spinach, romaine, and head lettuce leaves were compared with communities from adjacent samples of soil and irrigation source water. Soil communities were poorly described by culturing, with recovery of cultured representatives from only 21% of the prevalent operational taxonomic units (OTUs) (>0.2% reads) identified. The dominant biosurfactant producers cultured from soil included bacilli and pseudomonads. In contrast, the cultured communities from leaves are highly representative of the culture-independent communities, with over 85% of the prevalent OTUs recovered. The dominant taxa of surfactant producers from leaves were pseudomonads as well as members of the infrequently studied genus Chryseobacterium The proportions of bacteria cultured from head lettuce and romaine leaves that produce biosurfactants were directly correlated with the culture-independent proportion of pseudomonads in a given sample, whereas spinach harbored a wider diversity of biosurfactant producers. A subset of the culturable bacteria in irrigation water also became enriched on romaine leaves that were irrigated overhead. Although our study was designed to identify surfactant producers on plants, we also provide evidence that most bacteria in some habitats, such as agronomic plant surfaces, are culturable, and these communities can be readily investigated and described by more classical culturing methods. IMPORTANCE: The importance of biosurfactant production to the bacteria that live on waxy leaf surfaces as well as their ability to be accurately assessed using culture-based methodologies was determined by interrogating epiphytic populations by both culture-dependent and culture-independent methods. Biosurfactant production was much more frequently observed in cultured communities on leaves than in other nearby habitats, such as soil and water, suggesting that this trait is important to life on a leaf by altering either the leaf itself or the interaction of bacteria with water. While pseudomonads were the most common biosurfactant producers isolated, this habitat also selects for taxa, such as Chryseobacterium, for which this trait was previously unrecognized. The finding that most epiphytic bacterial taxa were culturable validates strategies using more classical culturing methodologies for their study in this habitat.


Subject(s)
Bacteria/genetics , Metagenome , Microbiota , Plant Leaves/microbiology , Surface-Active Agents/metabolism , Bacteria/metabolism , High-Throughput Screening Assays
3.
Environ Microbiol ; 16(7): 2086-98, 2014 Jul.
Article in English | MEDLINE | ID: mdl-24571678

ABSTRACT

Biosurfactant production by bacteria on leaf surfaces is poorly documented, and its role in this habitat has not been explored. Therefore, we investigated the production and fitness benefits of syringafactin by Pseudomonas syringae pv. syringae B728a on leaves. Syringafactin largely adsorbed to the waxy leaf cuticle both when topically applied and when produced by cells on plants. Syringafactin increased the rate of diffusion of water across isolated cuticles and attracted water to hydrophobic surfaces exposed to high relative humidity due to its hygroscopic properties. While a wild-type and syringafactin mutant exhibited similar fitness on bean leaves incubated in static conditions, the fitness of the wild-type strain was higher under fluctuating humidity conditions typical of field conditions. When co-inoculated onto either the host plant bean or the non-host plant romaine lettuce, the proportion of viable wild-type cells recovered from plants relative to that of a mutant unable to produce syringafactin increased 10% over 10 days. The number of disease lesions incited by the wild-type strain on bean was also significantly higher than that of the syringafactin mutant. The production of hygroscopic biosurfactants on waxy leaf surfaces apparently benefits bacteria by both attracting moisture and facilitating access to nutrients.


Subject(s)
Bacterial Proteins/metabolism , Gene Expression Regulation, Bacterial , Lipopeptides/metabolism , Plant Leaves/microbiology , Pseudomonas syringae/metabolism , Water/metabolism , Bacterial Proteins/genetics , Biological Transport , Diffusion , Fabaceae/microbiology , Host-Pathogen Interactions , Humidity , Hydrophobic and Hydrophilic Interactions , Lactuca/microbiology , Mutation , Operon , Plant Diseases/microbiology , Pseudomonas syringae/genetics
4.
PLoS One ; 8(3): e59850, 2013.
Article in English | MEDLINE | ID: mdl-23527276

ABSTRACT

Pseudomonas syringae is an important phyllosphere colonist that utilizes flagellum-mediated motility both as a means to explore leaf surfaces, as well as to invade into leaf interiors, where it survives as a pathogen. We found that multiple forms of flagellum-mediated motility are thermo-suppressed, including swarming and swimming motility. Suppression of swarming motility occurs between 28° and 30 °C, which coincides with the optimal growth temperature of P. syringae. Both fliC (encoding flagellin) and syfA (encoding a non-ribosomal peptide synthetase involved in syringafactin biosynthesis) were suppressed with increasing temperature. RNA-seq revealed 1440 genes of the P. syringae genome are temperature sensitive in expression. Genes involved in polysaccharide synthesis and regulation, phage and IS elements, type VI secretion, chemosensing and chemotaxis, translation, flagellar synthesis and motility, and phytotoxin synthesis and transport were generally repressed at 30 °C, while genes involved in transcriptional regulation, quaternary ammonium compound metabolism and transport, chaperone/heat shock proteins, and hypothetical genes were generally induced at 30 °C. Deletion of flgM, a key regulator in the transition from class III to class IV gene expression, led to elevated and constitutive expression of fliC regardless of temperature, but did not affect thermo-regulation of syfA. This work highlights the importance of temperature in the biology of P. syringae, as many genes encoding traits important for plant-microbe interactions were thermo-regulated.


Subject(s)
Flagella/physiology , Gene Expression Regulation, Bacterial/physiology , Host-Pathogen Interactions/physiology , Movement/physiology , Pseudomonas syringae/genetics , Pseudomonas syringae/physiology , Temperature , Flagella/genetics , Gene Expression Profiling , Host-Pathogen Interactions/genetics , Plant Leaves/physiology , Quaternary Ammonium Compounds/metabolism , Real-Time Polymerase Chain Reaction
5.
Appl Environ Microbiol ; 79(3): 845-52, 2013 Feb.
Article in English | MEDLINE | ID: mdl-23160133

ABSTRACT

The leaf surfaces of the salt-excreting tree Tamarix aphylla harbor a wide diversity of halophilic microorganisms, including Halomonas sp., but little is known of the factors that shape community composition in this extreme habitat. We isolated a strain of Halomonas variabilis from the leaf surface of T. aphylla and used it to determine the heterogeneity of salt concentrations experienced by bacteria in this environment. This halophilic strain was transformed with a proU::gfp reporter gene fusion, the fluorescence of which was responsive to NaCl concentrations up to 200 g liter(-1). These bioreporting cells were applied to T. aphylla leaves and were subsequently recovered from dew droplets adhering to the leaf surface. Although cells from within a given dew droplet exhibited similar green fluorescent protein fluorescence, the fluorescence intensity varied between droplets and was correlated with the salt concentration measured in each drop. Growth of H. variabilis was observed in all droplets, regardless of the salt concentration. However, cells found in desiccated microniches between dew drops were low in abundance and generally dead. Other bacteria recovered from T. aphylla displayed higher desiccation tolerance than H. variabilis, both in culture and on inoculated plants, despite having lower osmotic tolerance. Thus, the Tamarix leaf surface can be described as a salty desert with occasional oases where water droplets form under humid conditions. While halotolerant bacteria such as Halomonas grow in high concentrations of salt in such wet microniches, other organisms are better suited to survive desiccation in sites that are not wetted.


Subject(s)
Halomonas/drug effects , Halomonas/growth & development , Plant Leaves/microbiology , Salts/metabolism , Tamaricaceae/microbiology , Artificial Gene Fusion , DNA, Bacterial/chemistry , DNA, Bacterial/genetics , Genes, Reporter , Green Fluorescent Proteins/analysis , Green Fluorescent Proteins/genetics , Halomonas/isolation & purification , Molecular Sequence Data , Sequence Analysis, DNA
6.
Appl Environ Microbiol ; 78(17): 6187-93, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22752165

ABSTRACT

Dispersal limitation in phyllosphere communities was measured on the leaf surfaces of salt-excreting Tamarix trees, which offer unique, discrete habitats for microbial assemblages. We employed 16S rRNA gene pyrosequencing to measure bacterial community dissimilarity on leaves of spatially dispersed Tamarix specimens in sites with uniform climatic conditions across the Sonoran Desert in the Southwestern United States. Our analyses revealed diverse bacterial communities with four dominant phyla that exhibited differential effects of environmental and geographic variables. Geographical distance was the most important parameter that affected community composition, particularly that of betaproteobacteria, which displayed a statistically significant, distance-decay relationship.


Subject(s)
Bacteria/classification , Biota , Plant Leaves/microbiology , Tamaricaceae/microbiology , Bacteria/genetics , Cluster Analysis , DNA, Bacterial/chemistry , DNA, Bacterial/genetics , DNA, Ribosomal/chemistry , DNA, Ribosomal/genetics , Desert Climate , Phylogeography , RNA, Ribosomal, 16S/genetics , Sequence Analysis, DNA , Southwestern United States
7.
J Bacteriol ; 194(6): 1287-98, 2012 Mar.
Article in English | MEDLINE | ID: mdl-22194459

ABSTRACT

Using a sensitive assay, we observed low levels of an unknown surfactant produced by Pseudomonas syringae pv. syringae B728a that was not detected by traditional methods yet enabled swarming motility in a strain that exhibited deficient production of syringafactin, the main characterized surfactant produced by P. syringae. Random mutagenesis of the syringafactin-deficient strain revealed an acyltransferase with homology to rhlA from Pseudomonas aeruginosa that was required for production of this unidentified surfactant, subsequently characterized by mass spectrometry as 3-(3-hydroxyalkanoyloxy) alkanoic acid (HAA). Analysis of other mutants with altered surfactant production revealed that HAA is coordinately regulated with the late-stage flagellar gene encoding flagellin; mutations in genes involved in early flagellar assembly abolish or reduce HAA production, while mutations in flagellin or flagellin glycosylation genes increase its production. When colonizing a hydrated porous surface, the bacterium increases production of both flagellin and HAA. P. syringae was defective in porous-paper colonization without functional flagella and was slightly inhibited in this movement when it lacked surfactant production. Loss of HAA production in a syringafactin-deficient strain had no effect on swimming but abolished swarming motility. In contrast, a strain that lacked HAA but retained syringafactin production exhibited broad swarming tendrils, while a syringafactin-producing strain that overproduced HAA exhibited slender swarming tendrils. On the basis of further analysis of mutants altered in HAA production, we discuss its regulation in Pseudomonas syringae.


Subject(s)
Flagella/physiology , Locomotion , Pseudomonas syringae/physiology , Surface-Active Agents/metabolism , Flagellin/metabolism , Gene Deletion , Gene Expression Regulation, Bacterial , Mass Spectrometry , Mutagenesis, Insertional , Pseudomonas syringae/genetics , Pseudomonas syringae/metabolism , Surface-Active Agents/chemistry
8.
Appl Environ Microbiol ; 77(21): 7647-55, 2011 Nov.
Article in English | MEDLINE | ID: mdl-21926212

ABSTRACT

The leaf surfaces of Tamarix, a salt-secreting desert tree, harbor a diverse community of microbial epiphytes. This ecosystem presents a unique combination of ecological characteristics and imposes a set of extreme stress conditions. The composition of the microbial community along ecological gradients was studied from analyses of microbial richness and diversity in the phyllosphere of three Tamarix species in the Mediterranean and Dead Sea regions in Israel and in two locations in the United States. Over 200,000 sequences of the 16S V6 and 18S V9 hypervariable regions revealed a diverse community, with 788 bacterial and 64 eukaryotic genera but only one archaeal genus. Both geographic location and tree species were determinants of microbial community structures, with the former being more dominant. Tree leaves of all three species in the Mediterranean region were dominated by Halomonas and Halobacteria, whereas trees from the Dead Sea area were dominated by Actinomycetales and Bacillales. Our findings demonstrate that microbial phyllosphere communities on different Tamarix species are highly similar in the same locale, whereas trees of the same species that grow in different climatic regions host distinct microbial communities.


Subject(s)
Archaea/isolation & purification , Bacteria/isolation & purification , Biodiversity , Fungi/isolation & purification , Plant Leaves/microbiology , Tamaricaceae/microbiology , Archaea/classification , Archaea/genetics , Bacteria/classification , Bacteria/genetics , Fungi/classification , Fungi/genetics , Israel , Mediterranean Region , Phylogeography , United States
9.
Environ Microbiol ; 13(10): 2681-91, 2011 Oct.
Article in English | MEDLINE | ID: mdl-21883788

ABSTRACT

Biosurfactants are diverse molecules with numerous biological functions and industrial applications. A variety of environments were examined for biosurfactant-producing bacteria including soil, water and leaf surfaces. Biosurfactant production was assessed with an atomized oil assay for a large number of bacterial isolates and compared with a commonly used drop collapse assay from broth and plate cultures. The atomized oil assay detected every strain that produced a biosurfactant detectable by the drop collapse test, and also identified additional strains that were not detected with the drop collapse assay because they produced low levels of surfactant or hydrophobic (low water solubility) surfactants such as pumilacidins. Not all strains that produced a biosurfactant detectable by the drop collapse when cultured on agar surfaces produced surfactants detectable by drop collapse when cultured in broth, and vice versa. Many bacterial strains exhibited preferential production of surfactants when grown on an agar surface compared with broth cultures, and such surface enhancement of production could also be stimulated by increasing the viscosity of liquid culture media. Surface induction of surfactant production in the epiphyte Pseudomonas syringae was regulated at the transcriptional level.


Subject(s)
Bacteria/metabolism , Bacteriological Techniques/methods , Surface-Active Agents/isolation & purification , Bacteria/genetics , Culture Media , High-Throughput Screening Assays/methods , Hydrophobic and Hydrophilic Interactions , Molecular Sequence Data , Oils , RNA, Ribosomal, 16S/genetics , Soil Microbiology , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Surface Tension , Surface-Active Agents/metabolism , Water Microbiology
10.
Appl Environ Microbiol ; 76(16): 5452-62, 2010 Aug.
Article in English | MEDLINE | ID: mdl-20581190

ABSTRACT

The foliar pathogen Pseudomonas syringae pv. syringae exhibits an exceptional ability to survive on asymptomatic plants as an epiphyte. Intermittent wetting events on plants lead to osmotic and matric stresses which must be tolerated for survival as an epiphyte. In this study, we have applied bioinformatic, genetic, and biochemical approaches to address water stress tolerance in P. syringae pv. syringae strain B728a, for which a complete genome sequence is available. P. syringae pv. syringae B728a is able to produce the compatible solutes betaine, ectoine, N-acetylglutaminylglutamine amide (NAGGN), and trehalose. Analysis of osmolyte profiles of P. syringae pv. syringae B728a under a variety of in vitro and in planta conditions reveals that the osmolytes differentially contribute to water stress tolerance in this species and that they interact at the level of transcription to yield a hierarchy of expression. While the interruption of a putative gene cluster coding for NAGGN biosynthesis provided the first experimental evidence of the NAGGN biosynthetic pathway, application of this knockout strain and also a gfp reporter gene fusion strain demonstrated the small contribution of NAGGN to cell survival and desiccation tolerance of P. syringae pv. syringae B728a under in planta conditions. Additionally, detailed investigation of ectC, an orphan of the ectoine cluster (lacking the ectA and ectB homologs), revealed its functionality and that ectoine production could be detected in NaCl-amended cultures of P. syringae pv. syringae B728a to which sterilized leaves of Syringa vulgaris had been added.


Subject(s)
Biosynthetic Pathways/genetics , Genome, Bacterial , Osmotic Pressure , Pseudomonas syringae/genetics , Pseudomonas syringae/physiology , Stress, Physiological , Amino Acids, Diamino/biosynthesis , Betaine/metabolism , Dipeptides/biosynthesis , Gene Deletion , Gene Expression Regulation, Bacterial , Genes, Bacterial , Genes, Reporter , Green Fluorescent Proteins/genetics , Green Fluorescent Proteins/metabolism , Microbial Viability , Multigene Family , Mutagenesis, Insertional , Plant Leaves/microbiology , Syringa/microbiology , Trehalose/biosynthesis
11.
Appl Environ Microbiol ; 76(16): 5363-72, 2010 Aug.
Article in English | MEDLINE | ID: mdl-20562275

ABSTRACT

A novel biosurfactant detection assay was developed for the observation of surfactants on agar plates. By using an airbrush to apply a fine mist of oil droplets, surfactants can be observed instantaneously as halos around biosurfactant-producing colonies. This atomized oil assay can detect a wide range of different synthetic and bacterially produced surfactants. This method could detect much lower concentrations of many surfactants than a commonly used water drop collapse method. It is semiquantitative and therefore has broad applicability for uses such as high-throughput mutagenesis screens of biosurfactant-producing bacterial strains. The atomized oil assay was used to screen for mutants of the plant pathogen Pseudomonas syringae pv. syringae B728a that were altered in the production of biosurfactants. Transposon mutants displaying significantly altered surfactant halos were identified and further analyzed. All mutants identified displayed altered swarming motility, as would be expected of surfactant mutants. Additionally, measurements of the transcription of the syringafactin biosynthetic cluster in the mutants, the principal biosurfactant known to be produced by B728a, revealed novel regulators of this pathway.


Subject(s)
High-Throughput Screening Assays/methods , Oils/metabolism , Pseudomonas syringae/metabolism , Surface-Active Agents/metabolism , Surface-Active Agents/pharmacology , DNA Transposable Elements , Gene Expression Profiling , Genes, Bacterial , Locomotion , Multigene Family , Mutagenesis, Insertional , Pseudomonas syringae/genetics , Transcription, Genetic
12.
Plant Cell ; 19(8): 2440-53, 2007 Aug.
Article in English | MEDLINE | ID: mdl-17675404

ABSTRACT

Auxin is a key plant hormone that regulates plant development, apical dominance, and growth-related tropisms, such as phototropism and gravitropism. In this study, we report a new Arabidopsis thaliana transcription factor, MYB77, that is involved in auxin response. In MYB77 knockout plants, we found that auxin-responsive gene expression was greatly attenuated. Lateral root density in the MYB77 knockout was lower than the wild type at low concentrations of indole-3-acetic acid (IAA) and also under low nutrient conditions. MYB77 interacts with auxin response factors (ARFs) in vitro through the C terminus (domains III and IV) of ARFs and the activation domain of MYB77. A synergistic genetic interaction was demonstrated between MYB77 and ARF7 that resulted in a strong reduction in lateral root numbers. Experiments with protoplasts confirmed that the coexpression of MYB77 and an ARF C terminus enhance reporter gene expression. R2R3 MYB transcription factors have not been previously implicated in regulating the expression of auxin-inducible genes. Also it was previously unknown that ARFs interact with proteins other than those in the Aux/IAA family via conserved domains. The interaction between MYB77 and ARFs defines a new type of combinatorial transcriptional control in plants. This newly defined transcription factor interaction is part of the plant cells' repertoire for modulating response to auxin, thereby controlling lateral root growth and development under changing environmental conditions.


Subject(s)
Arabidopsis Proteins/metabolism , Arabidopsis/metabolism , Indoleacetic Acids/metabolism , Signal Transduction , Transcription Factors/metabolism , Arabidopsis/drug effects , Arabidopsis/genetics , Arabidopsis Proteins/chemistry , Arabidopsis Proteins/genetics , Base Sequence , Gene Expression Regulation, Plant/drug effects , Genes, Reporter , Indoleacetic Acids/pharmacology , Molecular Sequence Data , Mutation/genetics , Phenotype , Plant Roots/drug effects , Plant Roots/growth & development , Plant Roots/metabolism , Protein Binding/drug effects , Protoplasts/drug effects , Protoplasts/metabolism , Signal Transduction/drug effects , Transcription Factors/chemistry , Transcription Factors/genetics
13.
Proc Natl Acad Sci U S A ; 104(15): 6460-5, 2007 Apr 10.
Article in English | MEDLINE | ID: mdl-17404219

ABSTRACT

SnRK2.8 is a member of the sucrose nonfermenting-related kinase family that is down-regulated when plants are deprived of nutrients and growth is reduced. When this kinase is over expressed in Arabidopsis, the plants grow larger. To understand how this kinase modulates growth, we identified some of the proteins that are phosphorylated by this kinase. A new phosphoproteomic method was used in which total protein from plants overexpressing the kinase was compared with total protein from plants in which the kinase was inactivated. Protein profiles were compared on two-dimensional gels following staining by a dye that recognizes phosphorylated amino acids. Candidate target proteins were confirmed with in vitro phosphorylation assays, using the kinase and target proteins that were purified from Escherichia coli. Seven target proteins were confirmed as being phosphorylated by SnRK2.8. Certain targets, such as 14-3-3 proteins, regulate as yet unidentified proteins, whereas other targets, such as glyoxalase I and ribose 5-phosphate isomerase, detoxify byproducts from glycolysis and catalyze one of the final steps in carbon fixation, respectively. Also, adenosine kinase and 60S ribosomal protein were confirmed as targets of SnRK2.8. Using mass spectrometry, we identified phosphorylated residues in the SnRK2.8, the 14-3-3kappa, and the 14-3-3chi. These data show that the expression of SnRK2.8 is correlated with plant growth, which may in part be due to the phosphorylation of enzymes involved in metabolic processes.


Subject(s)
Arabidopsis Proteins/metabolism , Arabidopsis/enzymology , Energy Metabolism/physiology , Protein Serine-Threonine Kinases/metabolism , Proteomics/methods , 14-3-3 Proteins/metabolism , Adenosine Kinase/metabolism , Aldose-Ketose Isomerases/metabolism , Arabidopsis/growth & development , Chromatography, Liquid , Electrophoresis, Gel, Two-Dimensional , Lactoylglutathione Lyase/metabolism , Mass Spectrometry , Phosphorylation
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