Leifsonia xyli subsp. xyli is a Gram-positive bacterium that causes ratoon stunting disease in sugarcane, leading to significant yield losses . The ATP synthase subunit b (atpF) is a component of the F1F0 ATP synthase, an enzyme that produces ATP from ADP using a proton or sodium gradient . The recombinant form of this protein is produced using genetic engineering techniques, often in E. coli expression systems, for research and industrial applications .
The atpF gene encodes the ATP synthase subunit b protein . The protein is a component of the F1F0 ATP synthase, which is essential for energy production in bacteria .
Recombinant Leifsonia xyli subsp. xyli ATP synthase subunit b (atpF) is typically produced in E. coli expression systems . The gene encoding atpF is cloned into an expression vector and transformed into E. coli cells. The expression of the protein is then induced, leading to the production of recombinant atpF.
| Feature | Description |
|---|---|
| Expression System | In vitro E. coli expression system |
| Tag Info | Determined during production process |
| Purity | High purity |
Recombinant Leifsonia xyli subsp. xyli ATP synthase subunit b (atpF) has several research and potential industrial applications:
Enzyme-Linked Immunosorbent Assays (ELISA): Recombinant atpF can be used as an antigen in ELISA to detect antibodies against Leifsonia xyli subsp. xyli . This is useful for diagnosing ratoon stunting disease in sugarcane.
Structural Studies: The recombinant protein can be used for structural studies to understand the function and mechanism of ATP synthase .
Drug Discovery: atpF is a potential target for developing new antimicrobial agents against Leifsonia xyli subsp. xyli. The recombinant protein can be used in drug screening assays.
Studies of Phylogenetic Relationships: The atpF gene, along with other genes such as atpD, gyrB, ppk, recA, and rpoB, are used in phylogenetic studies to analyze the genetic relatedness among different bacterial species .
Detection Assays: Recombinant atpF may assist in the development of detection assays for Leifsonia xyli subsp. xyli .
Phylogenetic Analysis: Studies have used the atpF gene to analyze the genetic relationships among members of the Clavibacter genus . The atpF sequence of Leifsonia xyli subsp. xyli is used as a reference for comparison.
Genome Sequencing: The genome sequence of Leifsonia xyli subsp. xyli has been determined, providing valuable information for understanding the bacterium's biology and pathogenicity . The atpF gene is annotated in the genome.
Detection Methods: Researchers have developed methods for rapid detection of Leifsonia xyli subsp. xyli, such as modified loop-mediated isothermal amplification (LAMP) assays . These methods are essential for managing ratoon stunting disease in sugarcane.
KEGG: lxx:Lxx07010
STRING: 281090.Lxx07010
Leifsonia xyli subsp. xyli is a gram-positive bacterium that functions as the causal agent of ratoon stunting disease in sugarcane crops . The ATP synthase subunit b (atpF) is a critical component of the bacterial F-type ATP synthase complex, which plays a central role in energy metabolism. This protein, encoded by the atpF gene (locus name Lxx07010), is essential for the assembly and function of the ATP synthase complex .
Research on this protein contributes to our understanding of bacterial energy metabolism, potential antimicrobial targets, and the pathogenicity mechanisms of Leifsonia xyli. The availability of recombinant forms of this protein enables detailed biochemical and structural studies that would otherwise be challenging due to the fastidious nature of this plant pathogen .
The recombinant Leifsonia xyli subsp. xyli ATP synthase subunit b is produced in expression systems rather than isolated from the native organism. This offers several advantages for research purposes:
Tag addition: The recombinant protein may include affinity tags that facilitate purification and detection. The specific tag type is determined during the production process .
Expression region optimization: The recombinant protein typically contains the expression region 1-190, which corresponds to the full-length protein .
Buffer optimization: The recombinant protein is supplied in a stabilized buffer (Tris-based with 50% glycerol) specifically optimized for this protein .
Purity and concentration: Recombinant production allows for higher purity and defined concentration (typically available as 50 μg quantities), enabling more consistent and reproducible experimental results .
The biological activity of properly folded recombinant atpF should theoretically match the native protein, though researchers should validate this through appropriate functional assays for their specific experimental applications.
For functional studies of ATP synthase using recombinant atpF, several methodologies can be employed:
Reconstitution Studies: The recombinant atpF can be used in reconstitution experiments with other ATP synthase subunits to study complex assembly and function. This typically involves:
Combining purified subunits in appropriate buffers
Monitoring ATP synthesis/hydrolysis activities
Analyzing proton translocation across membranes
Protein-Protein Interaction Analysis:
Co-immunoprecipitation with other ATP synthase subunits
Surface plasmon resonance to measure binding kinetics
FRET-based approaches to study subunit interactions in real-time
Structure-Function Analysis:
Site-directed mutagenesis of conserved residues
Circular dichroism spectroscopy to assess secondary structure changes
Thermal shift assays to evaluate protein stability
Metabolic Flux Analysis:
Integration with genome-scale metabolic models to predict energetic impacts
Isotope labeling experiments to track ATP synthesis rates
Comparative analysis with other bacterial ATP synthases
These methodologies can be complemented by computational approaches similar to those used in metabolic switch studies of related bacterial species, where flux balance analysis can reveal the role of energy metabolism in bacterial adaptation .
Researching bacterial pathogenicity using recombinant atpF can be approached through several experimental designs:
Antibody Development:
Generate antibodies against recombinant atpF for immunolocalization studies
Use antibodies to track ATP synthase distribution during infection processes
Develop immunodiagnostic tools for detecting Leifsonia xyli in plant samples
Interaction with Host Factors:
Analyze potential interactions between atpF and host proteins
Study how energy metabolism changes during host colonization
Examine if ATP synthase components are exposed to host immune recognition
Comparative Genomics and Proteomics:
Compare atpF sequences across pathogenic and non-pathogenic strains
Analyze conservation patterns to identify functionally important regions
Correlate variations with differences in virulence or host specificity
Metabolic Modeling:
Incorporate ATP synthase function into genome-scale metabolic models
Simulate energy requirements during different infection stages
Predict metabolic vulnerabilities that could be targeted to control infection
A comprehensive approach would include comparing metabolic switches similar to those studied in Streptomyces species, where reorganization of metabolism is linked to different growth phases and production of secondary metabolites .
Producing high-quality recombinant Leifsonia xyli subsp. xyli ATP synthase subunit b requires careful selection of expression systems and purification strategies:
| Expression System | Advantages | Challenges | Recommended Use Cases |
|---|---|---|---|
| E. coli | Fast growth, high yields, well-established protocols | Potential inclusion body formation | Initial structural studies, antibody production |
| Bacillus subtilis | Gram-positive background, better folding for some proteins | Lower yields than E. coli | Functional studies requiring native-like folding |
| Cell-free systems | Avoids toxicity issues, rapid production | Higher cost, smaller scale | Proteins toxic to host cells, rapid screening |
Initial Capture:
Immobilized metal affinity chromatography (IMAC) if His-tagged
Ion exchange chromatography based on theoretical pI
Ammonium sulfate precipitation as an alternative first step
Intermediate Purification:
Size exclusion chromatography to separate monomers from aggregates
Hydrophobic interaction chromatography
Final Polishing:
Second ion exchange step at different pH
Removal of affinity tags if present and required
Storage Considerations:
The purification strategy should be validated using SDS-PAGE, Western blotting, and mass spectrometry to confirm protein identity and purity.
The computational structure model of ATP synthase subunit b from Leifsonia xyli provides valuable insights for structure-based drug discovery approaches:
Binding Site Identification:
Virtual Screening Workflow:
Prepare the protein structure (AF_AFQ6AG62F1) for docking studies
Select appropriate compound libraries (antimicrobial-focused or diverse sets)
Employ molecular docking to identify potential inhibitors
Refine hits through molecular dynamics simulations
Fragment-Based Approaches:
Screen fragment libraries against specific domains of the protein
Use nuclear magnetic resonance (NMR) or X-ray crystallography to validate binding
Link or grow fragments into lead compounds
Peptide Inhibitor Design:
Design peptides that can disrupt the interaction between atpF and other ATP synthase subunits
Target the interfaces critical for complex assembly
Optimize peptides for stability and cell penetration
The relatively high global confidence score (pLDDT 88.45) of the AlphaFold model suggests that structure-based approaches would be reasonably reliable, though experimental validation remains essential.
To maintain optimal activity of recombinant Leifsonia xyli ATP synthase subunit b, follow these evidence-based storage and handling protocols:
Storage Recommendations:
Buffer Considerations:
Standard buffer: Tris-based buffer with 50% glycerol at pH 7.5-8.0
For functional assays: Consider including magnesium ions (1-5 mM) as they are essential for ATP synthase function
For structural studies: Add reducing agents like DTT or β-mercaptoethanol (1-5 mM) to prevent disulfide formation
Handling Best Practices:
Thaw frozen protein samples on ice
Centrifuge briefly after thawing to collect contents
Use low-retention tubes and pipette tips to minimize protein loss
When diluting, use buffers pre-equilibrated to the same temperature
Stability Considerations:
Membrane proteins like atpF often have hydrophobic regions that can lead to aggregation
Consider adding mild detergents for assays requiring exposure of hydrophobic domains
Monitor protein stability using dynamic light scattering or thermal shift assays
These recommendations are derived from standard practices for similar membrane-associated proteins and the specific information provided for this recombinant protein .
Developing effective antibodies against Leifsonia xyli ATP synthase subunit b requires careful planning:
Epitope Selection Strategy:
| Region | Amino Acid Sequence | Predicted Location | Antigenicity Score |
|---|---|---|---|
| 30-45 | RVKKLDERAEAIEGN | Surface loop | High |
| 100-115 | TDGQKIVAEAKDTAT | Peripheral region | Medium-High |
| 160-175 | DIASGVVGEVLTEDKK | Exposed domain | Medium |
Antibody Production Approaches:
Polyclonal antibodies: Immunize rabbits with full-length recombinant protein
Monoclonal antibodies: Use selected peptide epitopes conjugated to carrier proteins
Recombinant antibodies: Screen phage display libraries against the purified protein
Validation Methods:
Western blotting against recombinant protein and bacterial lysates
Immunoprecipitation followed by mass spectrometry
Immunofluorescence microscopy to confirm specificity
ELISA to determine antibody titer and affinity
Potential Challenges:
Cross-reactivity with ATP synthase from other bacterial species
Limited accessibility of certain epitopes in the native complex
Conformational changes between recombinant and native protein forms
The inclusion of proper controls (pre-immune serum, isotype controls) and validation across multiple experimental approaches is essential for ensuring antibody specificity and utility.
Validating the functional activity of recombinant Leifsonia xyli ATP synthase subunit b requires multiple complementary approaches:
Structural Integrity Assessment:
Circular dichroism (CD) spectroscopy to verify secondary structure
Size exclusion chromatography to confirm proper oligomeric state
Thermal shift assays to evaluate protein stability
Binding and Assembly Assays:
Pull-down assays with other ATP synthase subunits to verify interaction capability
Native PAGE to assess complex formation
Biolayer interferometry or surface plasmon resonance to measure binding kinetics
Functional Complementation:
Expression in atpF-deficient bacterial strains to assess rescue of phenotype
Measurement of ATP synthesis activity in reconstituted proteoliposomes
Proton translocation assays using pH-sensitive fluorescent dyes
Activity Comparison Table:
| Assay Type | Principle | Expected Result | Controls |
|---|---|---|---|
| ATP Synthesis | Reconstitute with other subunits, measure ATP production | ATP production correlating with protein concentration | Heat-inactivated protein |
| Proton Translocation | Monitor pH changes across membranes | pH gradient formation | Uncoupler addition to collapse gradient |
| Thermal Stability | Differential scanning fluorimetry | Increased stability in presence of binding partners | Individual subunits alone |
These validation approaches should be complemented by comparative analysis with ATP synthase components from related organisms to establish evolutionary conservation of function, similar to the systems biology approaches used in metabolic network studies .
The ATP synthase subunit b from Leifsonia xyli offers several innovative applications in synthetic biology:
Engineered Energy Systems:
Incorporation into artificial membrane systems for ATP production
Coupling with light-harvesting complexes to create light-driven ATP synthesis
Development of hybrid energy-generating modules combining components from different organisms
Biosensor Development:
Creation of sensors for proton gradient detection
Engineering reporter systems linked to ATP synthase assembly
Development of whole-cell biosensors for antimicrobials targeting energy metabolism
Protein Scaffold Applications:
Utilizing the structural properties of atpF as a scaffold for organizing other proteins
Engineering synthetic protein complexes that leverage the natural assembly properties
Creating chimeric proteins with novel functions based on atpF structural framework
Metabolic Engineering Integration:
Optimizing energy production in engineered metabolic pathways
Creating organisms with modified energy conversion efficiency
Integrating with genome-scale metabolic models to predict system-wide effects
This approach parallels the systems biology frameworks used to study metabolic switches in bacteria, where computational models integrate multiple levels of biological information to predict metabolic behaviors .
Comparative analysis of ATP synthase subunit b across bacterial species provides valuable evolutionary and functional insights:
Evolutionary Conservation Patterns:
Identification of core conserved residues essential for function
Mapping of species-specific variations that may relate to ecological adaptations
Reconstruction of the evolutionary history of ATP synthase components
Structure-Function Relationship:
Correlation between structural variations and functional differences
Identification of species-specific features that could be exploited for selective targeting
Understanding how structural variations impact ATP synthesis efficiency
Adaptation to Environmental Niches:
Analysis of how ATP synthase components vary in extremophiles
Correlation between habitat and energy coupling mechanisms
Identification of adaptive variations in pathogenic versus free-living bacteria
Comparative Analysis Table:
| Feature | Leifsonia xyli atpF | E. coli atpF | Mycobacterial atpF | Functional Implication |
|---|---|---|---|---|
| Length | 190 amino acids | 156 amino acids | 170-180 amino acids | Different stalk lengths affect rotational mechanics |
| Hydrophobic regions | Moderate | Lower | Higher | Membrane interaction differences |
| Conservation level | - | 45-55% identity | 50-60% identity | Core functional domains preserved |
| Unique motifs | C-terminal extension | N-terminal differences | Mycobacteria-specific insertions | Potential species-specific interactions |
This comparative approach aligns with the metabolic modeling methodologies used to identify broader patterns across bacterial species, as described in genomic studies of actinomycetes .
The ATP synthase subunit b likely plays multiple crucial roles in Leifsonia xyli's life cycle and pathogenicity:
Energy Production During Infection:
ATP synthase functions as the primary energy production machinery during host colonization
The efficiency of ATP synthesis may directly impact virulence and persistence
Environmental changes in the host may require adaptation of energy metabolism
Adaptation to Host Environment:
Changes in pH, nutrient availability, and oxygen levels in plant tissues require metabolic adaptation
ATP synthase regulation may be critical during the transition from saprophytic to pathogenic lifestyle
Similar to the metabolic switch observed in Streptomyces species, Leifsonia likely undergoes metabolic reorganization during infection
Potential Role in Biofilm Formation:
Energy availability impacts biofilm formation and maintenance
ATP synthase function may be differentially regulated in planktonic versus biofilm states
Energy metabolism shifts may signal developmental transitions
Interactions with Host Immunity:
Bacterial ATP synthase components may be recognized by plant immune receptors
Energy metabolism adaptations may help evade host defense responses
ATP generation capacity directly impacts stress resistance mechanisms
Understanding these roles requires integration of multiple experimental approaches, including transcriptomics, proteomics, and metabolic modeling similar to approaches used to study metabolic switches in related bacterial species .
Designing robust experiments to investigate ATP synthase subunit b during Leifsonia xyli infection requires careful planning:
Host-Pathogen Model Systems:
Develop appropriate sugarcane tissue culture models for controlled infection
Consider micropropagated plants for reproducible infection studies
Establish quantifiable disease progression metrics
Gene Expression Analysis:
Design qRT-PCR primers specific to atpF and other ATP synthase genes
Plan time-course experiments to capture expression changes during infection
Include appropriate reference genes validated for stability during infection
Protein Localization Studies:
Develop immunolocalization protocols using antibodies against recombinant atpF
Consider fluorescent protein fusions for live cell imaging
Plan co-localization studies with host cellular markers
Functional Studies Framework:
| Research Question | Experimental Approach | Controls | Analysis Method |
|---|---|---|---|
| Is atpF expression altered during infection? | RNA-seq, qRT-PCR | Mock-infected plants, housekeeping genes | Differential expression analysis |
| Does atpF localization change during infection? | Immunofluorescence, EM immunogold | Pre-immune sera, non-infected tissues | Quantitative image analysis |
| Does ATP synthesis rate affect virulence? | Engineered strains with modified atpF expression | Wild-type strain, complemented mutants | Disease severity quantification |
| Can atpF be targeted to reduce infection? | ATP synthase inhibitor treatment | Vehicle-only treatment, non-specific inhibitors | Dose-response analysis |
These experimental approaches should be integrated with metabolic modeling similar to methods employed in studying metabolic switches in other bacteria , allowing for predictions of energy requirements during different infection stages.
Integrating ATP synthase subunit b research into systems biology frameworks enables comprehensive understanding of its role:
Multi-omics Integration:
Combine transcriptomics, proteomics, and metabolomics data to track ATP synthase regulation
Develop correlation networks to identify genes co-regulated with atpF
Use multi-omics data to constrain flux balance analysis models
Genome-Scale Metabolic Modeling:
Network Analysis:
Place ATP synthase in the context of protein-protein interaction networks
Identify regulatory networks controlling energy metabolism
Study topological features of metabolic networks involving ATP production and consumption
Integration Framework:
| Data Type | Integration Method | Expected Insight | Computational Tool |
|---|---|---|---|
| Transcriptomics | Differential expression, co-expression networks | Regulatory patterns of ATP synthase genes | DESeq2, WGCNA |
| Proteomics | Protein complex analysis, PTM identification | ATP synthase assembly, regulation | STRING, DAVID |
| Metabolomics | Flux analysis, metabolite profiling | Energy metabolism outputs | COBRA Toolbox |
| Structural Biology | Molecular dynamics, protein-protein docking | Molecular mechanisms of ATP synthase function | GROMACS, HADDOCK |
This systems-level approach parallels methodologies used to study metabolic networks in actinomycetes, where genome-scale models have revealed important metabolic trends across species .
The study of Leifsonia xyli ATP synthase subunit b represents a developing area with several promising research directions:
Antimicrobial Development:
ATP synthase is an underexplored target for novel antimicrobials
Bacterial-specific features of atpF could enable selective targeting
Rational design of inhibitors based on structural models offers promising approaches
Agricultural Applications:
Development of diagnostic tools for early detection of Leifsonia infection
Creation of resistant sugarcane varieties through genetic engineering
Design of targeted treatments for ratoon stunting disease
Fundamental Energy Biology:
Understanding specializations of ATP synthase in plant pathogens
Elucidating the role of energy metabolism in host-pathogen interactions
Exploring evolutionary adaptations in bacterial energy generation systems
Biotechnological Applications:
Engineering ATP synthase components for improved bioenergetic applications
Development of biosensors based on ATP synthase assembly
Creation of minimal synthetic systems for energy production
These research directions can benefit from integrative approaches combining structural biology, biochemistry, genetics, and systems biology, similar to the computational frameworks used to study metabolic networks in actinomycetes .