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1.
Microb Ecol ; 87(1): 85, 2024 Jun 27.
Article in English | MEDLINE | ID: mdl-38935220

ABSTRACT

Antimicrobial resistance (AMR) is a major public health threat, exacerbated by the ability of bacteria to rapidly disseminate antimicrobial resistance genes (ARG). Since conjugative plasmids of the incompatibility group P (IncP) are ubiquitous mobile genetic elements that often carry ARG and are broad-host-range, they are important targets to prevent the dissemination of AMR. Plasmid-dependent phages infect plasmid-carrying bacteria by recognizing components of the conjugative secretion system as receptors. We sought to isolate plasmid-dependent phages from wastewater using an avirulent strain of Salmonella enterica carrying the conjugative IncP plasmid pKJK5. Irrespective of the site, we only obtained bacteriophages belonging to the genus Alphatectivirus. Eleven isolates were sequenced, their genomes analyzed, and their host range established using S. enterica, Escherichia coli, and Pseudomonas putida carrying diverse conjugative plasmids. We confirmed that Alphatectivirus are abundant in domestic and hospital wastewater using culture-dependent and culture-independent approaches. However, these results are not consistent with their low or undetectable occurrence in metagenomes. Therefore, overall, our results emphasize the importance of performing phage isolation to uncover diversity, especially considering the potential of plasmid-dependent phages to reduce the spread of ARG carried by conjugative plasmids, and to help combat the AMR crisis.


Subject(s)
Bacteriophages , Plasmids , Wastewater , Plasmids/genetics , Wastewater/virology , Wastewater/microbiology , Bacteriophages/genetics , Bacteriophages/isolation & purification , Bacteriophages/physiology , Bacteriophages/classification , Genome, Viral , Escherichia coli/virology , Escherichia coli/genetics , Host Specificity , Pseudomonas putida/virology , Pseudomonas putida/genetics , Salmonella enterica/virology , Salmonella enterica/genetics , Phylogeny
2.
Environ Microbiol ; 26(6): e16671, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38863081

ABSTRACT

The environmental bacterium, Pseudomonas putida, possesses a broad spectrum of metabolic pathways. This makes it highly promising for use in biotechnological production as a cell factory, as well as in bioremediation strategies to degrade various aromatic pollutants. For P. putida to flourish in its environment, it must withstand the continuous threats posed by bacteriophages. Interestingly, until now, only a handful of phages have been isolated for the commonly used laboratory strain, P. putida KT2440, and no phage defence mechanisms have been characterized. In this study, we present a new Collection of Environmental P. putida Phages from Estonia, or CEPEST. This collection comprises 67 double-stranded DNA phages, which belong to 22 phage species and 9 phage genera. Our findings reveal that most phages in the CEPEST collection are more infectious at lower temperatures, have a narrow host range, and require an intact lipopolysaccharide for P. putida infection. Furthermore, we show that cryptic prophages present in the P. putida chromosome provide strong protection against the infection of many phages. However, the chromosomal toxin-antitoxin systems do not play a role in the phage defence of P. putida. This research provides valuable insights into the interactions between P. putida and bacteriophages, which could have significant implications for biotechnological and environmental applications.


Subject(s)
Host Specificity , Pseudomonas putida , Pseudomonas putida/virology , Pseudomonas putida/genetics , Pseudomonas putida/metabolism , Prophages/genetics , Pseudomonas Phages/genetics , Pseudomonas Phages/isolation & purification , Estonia , Bacteriophages/genetics , Bacteriophages/isolation & purification
3.
Nat Commun ; 15(1): 5299, 2024 Jun 21.
Article in English | MEDLINE | ID: mdl-38906854

ABSTRACT

Adenosine-5'-triphosphate (ATP), the primary energy currency in cellular processes, drives metabolic activities and biosynthesis. Despite its importance, understanding intracellular ATP dynamics' impact on bioproduction and exploiting it for enhanced bioproduction remains largely unexplored. Here, we harness an ATP biosensor to dissect ATP dynamics across different growth phases and carbon sources in multiple microbial strains. We find transient ATP accumulations during the transition from exponential to stationary growth phases in various conditions, coinciding with fatty acid (FA) and polyhydroxyalkanoate (PHA) production in Escherichia coli and Pseudomonas putida, respectively. We identify carbon sources (acetate for E. coli, oleate for P. putida) that elevate steady-state ATP levels and boost FA and PHA production. Moreover, we employ ATP dynamics as a diagnostic tool to assess metabolic burden, revealing bottlenecks that limit limonene bioproduction. Our results not only elucidate the relationship between ATP dynamics and bioproduction but also showcase its value in enhancing bioproduction in various microbial species.


Subject(s)
Adenosine Triphosphate , Biosensing Techniques , Escherichia coli , Fatty Acids , Polyhydroxyalkanoates , Pseudomonas putida , Adenosine Triphosphate/metabolism , Biosensing Techniques/methods , Escherichia coli/metabolism , Escherichia coli/genetics , Pseudomonas putida/metabolism , Pseudomonas putida/genetics , Fatty Acids/metabolism , Polyhydroxyalkanoates/metabolism , Polyhydroxyalkanoates/biosynthesis , Energy Metabolism , Carbon/metabolism , Oleic Acid/metabolism
4.
Microb Biotechnol ; 17(6): e14514, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38923400

ABSTRACT

Pyruvate dehydrogenase (PDH) catalyses the irreversible decarboxylation of pyruvate to acetyl-CoA, which feeds the tricarboxylic acid cycle. We investigated how the loss of PDH affects metabolism in Pseudomonas putida. PDH inactivation resulted in a strain unable to utilize compounds whose assimilation converges at pyruvate, including sugars and several amino acids, whereas compounds that generate acetyl-CoA supported growth. PDH inactivation also resulted in the loss of carbon catabolite repression (CCR), which inhibits the assimilation of non-preferred compounds in the presence of other preferred compounds. Pseudomonas putida can degrade many aromatic compounds, most of which produce acetyl-CoA, making it useful for biotransformation and bioremediation. However, the genes involved in these metabolic pathways are often inhibited by CCR when glucose or amino acids are also present. Our results demonstrate that the PDH-null strain can efficiently degrade aromatic compounds even in the presence of other preferred substrates, which the wild-type strain does inefficiently, or not at all. As the loss of PDH limits the assimilation of many sugars and amino acids and relieves the CCR, the PDH-null strain could be useful in biotransformation or bioremediation processes that require growth with mixtures of preferred substrates and aromatic compounds.


Subject(s)
Catabolite Repression , Pseudomonas putida , Pyruvate Dehydrogenase Complex , Pseudomonas putida/genetics , Pseudomonas putida/metabolism , Pseudomonas putida/enzymology , Pyruvate Dehydrogenase Complex/metabolism , Pyruvate Dehydrogenase Complex/genetics , Hydrocarbons, Aromatic/metabolism , Biodegradation, Environmental , Acetyl Coenzyme A/metabolism , Pyruvic Acid/metabolism , Gene Deletion , Metabolic Networks and Pathways/genetics
5.
Genome Biol Evol ; 16(6)2024 Jun 04.
Article in English | MEDLINE | ID: mdl-38849986

ABSTRACT

Many nonsporulating bacterial species survive prolonged resource exhaustion, by entering a state termed long-term stationary phase. Here, we performed long-term stationary phase evolutionary experiments on the bacterium Pseudomonas putida, followed by whole-genome sequencing of evolved clones. We show that P. putida is able to persist and adapt genetically under long-term stationary phase. We observed an accumulation of mutations within the evolving P. putida populations. Within each population, independently evolving lineages are established early on and persist throughout the 4-month-long experiment. Mutations accumulate in a highly convergent manner, with similar loci being mutated across independently evolving populations. Across populations, mutators emerge, that due to mutations within mismatch repair genes developed a much higher rate of mutation than other clones with which they coexisted within their respective populations. While these general dynamics of the adaptive process are quite similar to those we previously observed in the model bacterium Escherichia coli, the specific loci that are involved in adaptation only partially overlap between P. putida and E. coli.


Subject(s)
Adaptation, Physiological , Pseudomonas putida , Pseudomonas putida/genetics , Pseudomonas putida/metabolism , Adaptation, Physiological/genetics , Mutation , Genome, Bacterial , Evolution, Molecular
6.
Microb Pathog ; 192: 106668, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38697232

ABSTRACT

OBJECTIVES: The emergence of carbapenem-resistant Pseudomonas putida (CRPP) has raised public awareness. This study investigated two strains from the Pseudomonas putida group that were resistant to carbapenem, tigecycline, and aztreonam-avibactam (ATM-AVI), with a focus on their microbial and genomic characteristics. METHODS: We assessed the antibiotic resistance profile using broth dilution, disk diffusion, and E-test methods. Efflux pump phenotype testing and real-time quantitative PCR were employed to evaluate efflux pump activity in tigecycline resistance, while polymerase chain reaction was utilized to detect common carbapenem genes. Additionally, whole-genome sequencing was performed to analyze genomic characteristics. The transferability of blaIMP-1 and blaAFM-4 was assessed through a conjugation experiment. Furthermore, growth kinetics and biofilm formation were examined using growth curves and crystal violet staining. RESULTS: Both strains demonstrated resistance to carbapenem, tigecycline, and ATM-AVI. Notably, NMP can restore sensitivity to tigecycline. Subsequent analysis revealed that they co-produced blaIMP-1, blaAFM-4, tmexCD-toprJ, and blaOXA-1041, belonging to a novel sequence type ST268. Although they were closely related on the phylogenetic tree, they exhibited different levels of virulence. Genetic environment analysis indicated variations compared to prior studies, particularly regarding the blaIMP-1 and blaAFM-4 genes, which showed limited horizontal transferability. Moreover, it was observed that temperature exerted a specific influence on their biological factors. CONCLUSION: We initially identified two P. putida ST268 strains co-producing blaIMP-1, blaAFM-4, blaOXA-1041, and tmexCD-toprJ. The resistance to tigecycline and ATM-AVI can be attributed to the presence of multiple drug resistance determinants. These findings underscore the significance of P. putida as a reservoir for novel antibiotic resistance genes. Therefore, it is imperative to develop alternative antibiotic therapies and establish effective monitoring of bacterial resistance.


Subject(s)
Anti-Bacterial Agents , Azabicyclo Compounds , Aztreonam , Microbial Sensitivity Tests , Pseudomonas putida , Tigecycline , beta-Lactamases , Pseudomonas putida/genetics , Pseudomonas putida/drug effects , Tigecycline/pharmacology , Anti-Bacterial Agents/pharmacology , China , Aztreonam/pharmacology , Azabicyclo Compounds/pharmacology , beta-Lactamases/genetics , beta-Lactamases/metabolism , Drug Resistance, Multiple, Bacterial/genetics , Whole Genome Sequencing , Humans , Drug Combinations , Biofilms/drug effects , Biofilms/growth & development , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Pseudomonas Infections/microbiology , Carbapenems/pharmacology
7.
Curr Microbiol ; 81(6): 157, 2024 Apr 24.
Article in English | MEDLINE | ID: mdl-38658394

ABSTRACT

This manuscript reports the whole genome sequence of a conditionally pathogenic rhizobacterial strain, Pseudomonas putida AKMP7, which has been previously reported by us to be beneficial to Arabidopsis thaliana under well-watered conditions and pathogenic to the plant under water stress. As part of a study to understand this unique behavior, the whole genome sequence of this strain was analyzed. Based on the results, it was identified that the total length of the AKMP7 genome is 5,764,016 base pairs, and the total GC content of the genome is 62.93% (typical of P. putida). Using RAST annotation pipeline, it was identified that the genome has 5605 coding sequences, 80 repeat regions, 71 tRNA genes, and 22 rRNA genes. A total of 4487 functional proteins and 1118 hypothetical proteins were identified. Phylogenetic analysis has classified it as P. putida species, with a P value of 0.03. In order to identify close relatives of this strain, comparative genomics was performed with 30 other P. putida strains, taken from publicly available genome databases, using Average Nucleotide Identity (ANI) analysis. Whole genome comparison with these strains reveals that AKMP7 possesses Type-IV Secretion System (T4SS) with conjugative transfer functionality. Interestingly, the T4SS feature is absent in all the beneficial/harmless strains of P. putida that we analyzed. All the plant pathogenic bacteria that were analyzed had the T4SS feature in their genome, indicating its role in pathogenesis. This study aims to address important gaps in understanding the molecular mechanisms involved in the conditional/opportunistic pathogenesis of plant-associated, beneficial soil bacteria, using genomics approaches.


Subject(s)
Genome, Bacterial , Phylogeny , Pseudomonas putida , Pseudomonas putida/genetics , Pseudomonas putida/classification , Base Composition , Arabidopsis/microbiology , Arabidopsis/genetics , Bacterial Proteins/genetics , Plant Diseases/microbiology , Whole Genome Sequencing , Sequence Analysis, DNA
8.
J Appl Microbiol ; 135(4)2024 Apr 01.
Article in English | MEDLINE | ID: mdl-38599633

ABSTRACT

AIMS: This study explores the biocontrol potential of Pseudomonas putida Z13 against Botrytis cinerea in tomato plants, addressing challenges posed by the pathogen's fungicide resistance. The aims of the study were to investigate the in vitro and in silico biocontrol traits of Z13, identify its plant-colonizing efficacy, evaluate the efficacy of different application strategies against B. cinerea in planta, and assess the capacity of Z13 to trigger induced systemic resistance (ISR) in plants. METHODS AND RESULTS: The in vitro experiments revealed that Z13 inhibits the growth of B. cinerea, produces siderophores, and exhibits swimming and swarming activity. Additionally, the Z13 genome harbors genes that encode compounds triggering ISR, such as pyoverdine and pyrroloquinoline quinone. The in planta experiments demonstrated Z13's efficacy in effectively colonizing the rhizosphere and leaves of tomato plants. Therefore, three application strategies of Z13 were evaluated against B. cinerea: root drenching, foliar spray, and the combination of root drenching and foliar spray. It was demonstrated that the most effective treatment of Z13 against B. cinerea was the combination of root drenching and foliar spray. Transcriptomic analysis showed that Z13 upregulates the expression of the plant defense-related genes PR1 and PIN2 upon B. cinerea inoculation. CONCLUSION: The results of the study demonstrated that Z13 possesses significant biocontrol traits, such as the production of siderophores, resulting in significant plant protection against B. cinerea when applied as a single treatment to the rhizosphere or in combination with leaf spraying. Additionally, it was shown that Z13 root colonization primes plant defenses against the pathogen.


Subject(s)
Botrytis , Plant Diseases , Pseudomonas putida , Solanum lycopersicum , Solanum lycopersicum/microbiology , Pseudomonas putida/physiology , Pseudomonas putida/genetics , Plant Diseases/microbiology , Plant Diseases/prevention & control , Siderophores/metabolism , Plant Roots/microbiology , Rhizosphere , Biological Control Agents/pharmacology , Plant Leaves/microbiology , Disease Resistance
9.
Molecules ; 29(7)2024 Mar 30.
Article in English | MEDLINE | ID: mdl-38611834

ABSTRACT

Alongside fermentable sugars, weak acids, and furan derivatives, lignocellulosic hydrolysates contain non-negligible amounts of lignin-derived aromatic compounds. The biological funnel of lignin offers a new strategy for the "natural" production of protocatechuic acid (PCA). Herein, Pseudomonas putida KT2440 was engineered to produce PCA from lignin-derived monomers in hydrolysates by knocking out protocatechuate 3,4-dioxygenase and overexpressing vanillate-O-demethylase endogenously, while acetic acid was used for cell growth. The sugar catabolism was further blocked to prevent the loss of fermentable sugar. Using the engineered strain, a total of 253.88 mg/L of PCA was obtained with a yield of 70.85% from corncob hydrolysate 1. The highest titer of 433.72 mg/L of PCA was achieved using corncob hydrolysate 2 without any additional nutrients. This study highlights the potential ability of engineered strains to address the challenges of PCA production from lignocellulosic hydrolysate, providing novel insights into the utilization of hydrolysates.


Subject(s)
Hydroxybenzoates , Lignin , Pseudomonas putida , Pseudomonas putida/genetics , Acetic Acid , Sugars
10.
Mol Cell Proteomics ; 23(5): 100765, 2024 May.
Article in English | MEDLINE | ID: mdl-38608840

ABSTRACT

Pseudomonas putida KT2440 is an important bioplastic-producing industrial microorganism capable of synthesizing the polymeric carbon-rich storage material, polyhydroxyalkanoate (PHA). PHA is sequestered in discrete PHA granules, or carbonosomes, and accumulates under conditions of stress, for example, low levels of available nitrogen. The pha locus responsible for PHA metabolism encodes both anabolic and catabolic enzymes, a transcription factor, and carbonosome-localized proteins termed phasins. The functions of phasins are incompletely understood but genetic disruption of their function causes PHA-related phenotypes. To improve our understanding of these proteins, we investigated the PHA pathways of P.putida KT2440 using three types of experiments. First, we profiled cells grown in nitrogen-limited and nitrogen-excess media using global expression proteomics, identifying sets of proteins found to coordinately increase or decrease within clustered pathways. Next, we analyzed the protein composition of isolated carbonosomes, identifying two new putative components. We carried out physical interaction screens focused on PHA-related proteins, generating a protein-protein network comprising 434 connected proteins. Finally, we confirmed that the outer membrane protein OprL (the Pal component of the Pal-Tol system) localizes to the carbonosome and shows a PHA-related phenotype and therefore is a novel phasin. The combined datasets represent a valuable overview of the protein components of the PHA system in P.putida highlighting the complex nature of regulatory interactions responsive to nutrient stress.


Subject(s)
Lipoproteins , Polyhydroxyalkanoates , Proteomics , Pseudomonas putida , Polyhydroxyalkanoates/metabolism , Pseudomonas putida/metabolism , Pseudomonas putida/genetics , Proteomics/methods , Lipoproteins/metabolism , Bacterial Outer Membrane Proteins/metabolism , Bacterial Outer Membrane Proteins/genetics , Bacterial Proteins/metabolism , Nitrogen/metabolism , Plant Lectins
11.
Microb Biotechnol ; 17(3): e14423, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38528784

ABSTRACT

Medium-chain-length α,ω-diols (mcl-diols) play an important role in polymer production, traditionally depending on energy-intensive chemical processes. Microbial cell factories offer an alternative, but conventional strains like Escherichia coli and Saccharomyces cerevisiae face challenges in mcl-diol production due to the toxicity of intermediates such as alcohols and acids. Metabolic engineering and synthetic biology enable the engineering of non-model strains for such purposes with P. putida emerging as a promising microbial platform. This study reviews the advancement in diol production using P. putida and proposes a four-module approach for the sustainable production of diols. Despite progress, challenges persist, and this study discusses current obstacles and future opportunities for leveraging P. putida as a microbial cell factory for mcl-diol production. Furthermore, this study highlights the potential of using P. putida as an efficient chassis for diol synthesis.


Subject(s)
Polyhydroxyalkanoates , Pseudomonas putida , Pseudomonas putida/genetics , Pseudomonas putida/metabolism , Polyhydroxyalkanoates/metabolism , Metabolic Engineering , Escherichia coli/genetics , Escherichia coli/metabolism , Synthetic Biology
12.
Microb Biotechnol ; 17(3): e14448, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38498302

ABSTRACT

Pseudomonas putida is a soil bacterium with multiple uses in fermentation and biotransformation processes. P. putida ATCC 12633 can biotransform benzaldehyde and other aldehydes into valuable α-hydroxyketones, such as (S)-2-hydroxypropiophenone. However, poor tolerance of this strain toward chaotropic aldehydes hampers efficient biotransformation processes. To circumvent this problem, we expressed the gene encoding the global regulator PprI from Deinococcus radiodurans, an inducer of pleiotropic proteins promoting DNA repair, in P. putida. Fine-tuned gene expression was achieved using an expression plasmid under the control of the LacIQ /Ptrc system, and the cross-protective role of PprI was assessed against multiple stress treatments. Moreover, the stress-tolerant P. putida strain was tested for 2-hydroxypropiophenone production using whole resting cells in the presence of relevant aldehyde substrates. P. putida cells harbouring the global transcriptional regulator exhibited high tolerance toward benzaldehyde, acetaldehyde, ethanol, butanol, NaCl, H2 O2 and thermal stress, thereby reflecting the multistress protection profile conferred by PprI. Additionally, the engineered cells converted aldehydes to 2-hydroxypropiophenone more efficiently than the parental P. putida strain. 2-Hydroxypropiophenone concentration reached 1.6 g L-1 upon a 3-h incubation under optimized conditions, at a cell concentration of 0.033 g wet cell weight mL-1 in the presence of 20 mM benzaldehyde and 600 mM acetaldehyde. Product yield and productivity were 0.74 g 2-HPP g-1 benzaldehyde and 0.089 g 2-HPP g cell dry weight-1 h-1 , respectively, 35% higher than the control experiments. Taken together, these results demonstrate that introducing PprI from D. radiodurans enhances chaotrope tolerance and 2-HPP production in P. putida ATCC 12633.


Subject(s)
Deinococcus , Hydroxypropiophenone , Pseudomonas putida , Benzaldehydes/metabolism , Pseudomonas putida/genetics , Pseudomonas putida/metabolism , Deinococcus/genetics , Acetaldehyde/metabolism
13.
BMC Genomics ; 25(1): 267, 2024 Mar 11.
Article in English | MEDLINE | ID: mdl-38468234

ABSTRACT

In every omics experiment, genes or their products are identified for which even state of the art tools are unable to assign a function. In the biotechnology chassis organism Pseudomonas putida, these proteins of unknown function make up 14% of the proteome. This missing information can bias analyses since these proteins can carry out functions which impact the engineering of organisms. As a consequence of predicting protein function across all organisms, function prediction tools generally fail to use all of the types of data available for any specific organism, including protein and transcript expression information. Additionally, the release of Alphafold predictions for all Uniprot proteins provides a novel opportunity for leveraging structural information. We constructed a bespoke machine learning model to predict the function of recalcitrant proteins of unknown function in Pseudomonas putida based on these sources of data, which annotated 1079 terms to 213 proteins. Among the predicted functions supplied by the model, we found evidence for a significant overrepresentation of nitrogen metabolism and macromolecule processing proteins. These findings were corroborated by manual analyses of selected proteins which identified, among others, a functionally unannotated operon that likely encodes a branch of the shikimate pathway.


Subject(s)
Pseudomonas putida , Pseudomonas putida/genetics , Proteome/metabolism , Multiomics , Biotechnology , Operon
14.
Methods Mol Biol ; 2760: 209-217, 2024.
Article in English | MEDLINE | ID: mdl-38468091

ABSTRACT

Emerging microorganism Pseudomonas putida KT2440 is utilized for the synthesis of biobased chemicals from renewable feedstocks and for bioremediation. However, the methods for analyzing, engineering, and regulating the biosynthetic enzymes and protein complexes in this organism remain underdeveloped.Such attempts can be advanced by the genetic code expansion-enabled incorporation of noncanonical amino acids (ncAAs) into proteins, which also enables further controls over the strain's biological processes. Here, we give a step-by-step account of the incorporation of two ncAAs into any protein of interest (POI) in response to a UAG stop codon by two commonly used orthogonal archaeal tRNA synthetase and tRNA pairs. Using superfolder green fluorescent protein (sfGFP) as an example, this method lays down a solid foundation for future work to study and enhance the biological functions of KT2440.


Subject(s)
Amino Acyl-tRNA Synthetases , Pseudomonas putida , Pseudomonas putida/genetics , Pseudomonas putida/metabolism , Genetic Code , Amino Acids/genetics , Amino Acids/metabolism , RNA, Transfer/genetics , RNA, Transfer/metabolism , Amino Acyl-tRNA Synthetases/metabolism
15.
Nat Commun ; 15(1): 2666, 2024 Mar 26.
Article in English | MEDLINE | ID: mdl-38531855

ABSTRACT

To broaden the substrate scope of microbial cell factories towards renewable substrates, rational genetic interventions are often combined with adaptive laboratory evolution (ALE). However, comprehensive studies enabling a holistic understanding of adaptation processes primed by rational metabolic engineering remain scarce. The industrial workhorse Pseudomonas putida was engineered to utilize the non-native sugar D-xylose, but its assimilation into the bacterial biochemical network via the exogenous xylose isomerase pathway remained unresolved. Here, we elucidate the xylose metabolism and establish a foundation for further engineering followed by ALE. First, native glycolysis is derepressed by deleting the local transcriptional regulator gene hexR. We then enhance the pentose phosphate pathway by implanting exogenous transketolase and transaldolase into two lag-shortened strains and allow ALE to finetune the rewired metabolism. Subsequent multilevel analysis and reverse engineering provide detailed insights into the parallel paths of bacterial adaptation to the non-native carbon source, highlighting the enhanced expression of transaldolase and xylose isomerase along with derepressed glycolysis as key events during the process.


Subject(s)
Pseudomonas putida , Xylose , Xylose/metabolism , Pseudomonas putida/genetics , Transaldolase/genetics , Metabolic Engineering , Pentose Phosphate Pathway
16.
J Agric Food Chem ; 72(12): 6500-6508, 2024 Mar 27.
Article in English | MEDLINE | ID: mdl-38470347

ABSTRACT

Dipicolinic acid (DPA), a cyclic diacid, has garnered significant interest due to its potential applications in antimicrobial agents, antioxidants, chelating reagents, and polymer precursors. However, its natural bioproduction is limited since DPA is only accumulated in Bacillus and Clostridium species during sporulation. Thus, heterologous production by engineered strains is of paramount importance for developing a sustainable biological route for DPA production. Pseudomonas putida KT2440 has emerged as a promising host for the production of various chemicals thanks to its robustness, metabolic versatility, and genetic tractability. The dominant Entner-Doudoroff (ED) pathway for glucose metabolism in this strain offers an ideal route for DPA production due to the advantage of NADPH generation and the naturally balanced flux between glyceraldehyde-3-phosphate and pyruvate, which are both precursors for DPA synthesis. In this study, DPA production via the ED pathway was in silico designed in P. putida KT2440. The systematically engineered strain produced dipicolinate with a titer of 11.72 g/L from glucose in a 5 L fermentor. This approach not only provides a sustainable green route for DPA production but also expands our understanding of the metabolic potential of the ED pathway in P. putida KT2440.


Subject(s)
Pseudomonas putida , Pseudomonas putida/genetics , Carbohydrate Metabolism , Bioreactors , Antioxidants/metabolism , Pyruvic Acid/metabolism , Metabolic Engineering
17.
Metab Eng ; 82: 157-170, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38369052

ABSTRACT

Sustainable aviation fuel (SAF) will significantly impact global warming in the aviation sector, and important SAF targets are emerging. Isoprenol is a precursor for a promising SAF compound DMCO (1,4-dimethylcyclooctane) and has been produced in several engineered microorganisms. Recently, Pseudomonas putida has gained interest as a future host for isoprenol bioproduction as it can utilize carbon sources from inexpensive plant biomass. Here, we engineer metabolically versatile host P. putida for isoprenol production. We employ two computational modeling approaches (Bilevel optimization and Constrained Minimal Cut Sets) to predict gene knockout targets and optimize the "IPP-bypass" pathway in P. putida to maximize isoprenol production. Altogether, the highest isoprenol production titer from P. putida was achieved at 3.5 g/L under fed-batch conditions. This combination of computational modeling and strain engineering on P. putida for an advanced biofuels production has vital significance in enabling a bioproduction process that can use renewable carbon streams.


Subject(s)
Pseudomonas putida , Pseudomonas putida/genetics , Pseudomonas putida/metabolism , Carbon/metabolism , Metabolic Engineering
18.
mSystems ; 9(3): e0094223, 2024 Mar 19.
Article in English | MEDLINE | ID: mdl-38323821

ABSTRACT

There is growing interest in engineering Pseudomonas putida KT2440 as a microbial chassis for the conversion of renewable and waste-based feedstocks, and metabolic engineering of P. putida relies on the understanding of the functional relationships between genes. In this work, independent component analysis (ICA) was applied to a compendium of existing fitness data from randomly barcoded transposon insertion sequencing (RB-TnSeq) of P. putida KT2440 grown in 179 unique experimental conditions. ICA identified 84 independent groups of genes, which we call fModules ("functional modules"), where gene members displayed shared functional influence in a specific cellular process. This machine learning-based approach both successfully recapitulated previously characterized functional relationships and established hitherto unknown associations between genes. Selected gene members from fModules for hydroxycinnamate metabolism and stress resistance, acetyl coenzyme A assimilation, and nitrogen metabolism were validated with engineered mutants of P. putida. Additionally, functional gene clusters from ICA of RB-TnSeq data sets were compared with regulatory gene clusters from prior ICA of RNAseq data sets to draw connections between gene regulation and function. Because ICA profiles the functional role of several distinct gene networks simultaneously, it can reduce the time required to annotate gene function relative to manual curation of RB-TnSeq data sets. IMPORTANCE: This study demonstrates a rapid, automated approach for elucidating functional modules within complex genetic networks. While Pseudomonas putida randomly barcoded transposon insertion sequencing data were used as a proof of concept, this approach is applicable to any organism with existing functional genomics data sets and may serve as a useful tool for many valuable applications, such as guiding metabolic engineering efforts in other microbes or understanding functional relationships between virulence-associated genes in pathogenic microbes. Furthermore, this work demonstrates that comparison of data obtained from independent component analysis of transcriptomics and gene fitness datasets can elucidate regulatory-functional relationships between genes, which may have utility in a variety of applications, such as metabolic modeling, strain engineering, or identification of antimicrobial drug targets.


Subject(s)
Pseudomonas putida , Pseudomonas putida/genetics , Gene Regulatory Networks , Genomics
19.
J Agric Food Chem ; 72(8): 4217-4224, 2024 Feb 28.
Article in English | MEDLINE | ID: mdl-38356383

ABSTRACT

Vanillic acid (VA), as a plant-derived phenolic acid compound, has widespread applications and good market prospects. However, the traditional production process cannot meet market demand. In this study, Pseudomonas putida KT2440 was used for de novo biosynthesis of VA. Multiple metabolic engineering strategies were applied to construct these P. putida-based cell factories, including the introduction of a Hs-OMTopt, engineering the cofactor S-adenosylmethionine supply pathway through the overexpression of metX and metH, reforming solubility of Hs-OMTopt, increasing a second copy of Hs-OMTopt, and the optimization of the fermentation medium. The resulting strain, XCS17, de novo biosynthesized 5.4 g/L VA from glucose in a fed-batch fermentation system; this is the highest VA production titer reported up to recently. This study showed that P. putida KT2440 is a robust platform for achieving the effective production of phenolic acids.


Subject(s)
Pseudomonas putida , Pseudomonas putida/genetics , Pseudomonas putida/metabolism , Vanillic Acid/metabolism , Metabolic Engineering , Hydroxybenzoates/metabolism
20.
Plant Sci ; 342: 112028, 2024 May.
Article in English | MEDLINE | ID: mdl-38360401

ABSTRACT

Iron (Fe) and phosphate (Pi) are two essential nutrients that are poorly available in the soil and should be supplemented either as fertilizers or organic amendments to sustain crop production. Currently, determining how rhizosphere bacteria contribute to plant mineral nutrient acquisition is an area of growing interest regarding its potential application in agriculture. The aim of this study was to investigate the influence of root colonization by Pseudomonas putida for Arabidopsis growth through Fe and Pi nutritional signaling. We found that root colonization by the bacterium inhibits primary root elongation and promotes the formation of lateral roots. These effects could be related to higher expression of two Pi starvation-induced genes and AtPT1, the major Pi transporter in root tips. In addition, P. putida influenced the accumulation of Fe in the root and the expression of different elements of the Fe uptake pathway. The loss of function of the protein ligase BRUTUS (BTS), and the bHLH transcription factors POPEYE (PYE) and IAA-LEUCINE RESISTANT3 (ILR3) compromised the root branching stimulation triggered by bacterial inoculation while the leaf chlorosis in the fit1 and irt1-1 mutant plants grown under standard conditions could be bypassed by P. putida inoculation. The WT and both mutant lines showed similar Fe accumulation in roots. P. putida repressed the expression of the IRON-REGULATED TRANSPORTER 1 (IRT1) gene suggesting that the bacterium promotes an alternative Fe uptake mechanism. These results open the door for the use of P. putida to enhance nutrient uptake and optimize fertilizer usage by plants.


Subject(s)
Arabidopsis Proteins , Arabidopsis , Pseudomonas putida , Arabidopsis/metabolism , Pseudomonas putida/genetics , Pseudomonas putida/metabolism , Phosphates/metabolism , Arabidopsis Proteins/genetics , Arabidopsis Proteins/metabolism , Basic Helix-Loop-Helix Transcription Factors/metabolism , Plant Roots/metabolism , Gene Expression Regulation, Plant
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