KEGG: bpy:Bphyt_3898
STRING: 398527.Bphyt_3898
Burkholderia phytofirmans PsJN (recently reclassified as Paraburkholderia phytofirmans PsJN) is a well-characterized plant growth-promoting rhizobacterium (PGPR) originally isolated from onion roots . This endophytic bacterium establishes rhizospheric and endophytic colonization in various plants, stimulating growth and enhancing stress tolerance . The ATP synthase subunit b (atpF, locus Bphyt_3898) is of particular interest because:
It is part of the F-type ATP synthase complex essential for bacterial energy metabolism
ATP synthesis-related genes, including atpF, show significant upregulation during plant-microbe interactions, particularly under stress conditions
Oxidative phosphorylation (which involves ATP synthase) was found to be one of the most highly activated processes in B. phytofirmans PsJN during plant drought stress
The optimal methodology for expression and purification of recombinant B. phytofirmans atpF involves:
Expression system selection:
E. coli BL21(DE3) is typically used for membrane protein expression
Codon optimization is advisable due to differences between Burkholderia and E. coli codon usage
Vector design considerations:
Inclusion of an N-terminal or C-terminal affinity tag (His6, GST, or MBP) to facilitate purification
Use of a vector with tightly regulated promoter (T7 or tac) to control expression
Expression conditions:
Growth at lower temperatures (16-20°C) after induction to improve proper folding
Extended expression time (overnight) at reduced inducer concentrations
Addition of glycerol (5-10%) to culture media to enhance membrane protein stability
Purification protocol:
Cell lysis preferably by French press or sonication in buffer containing 50 mM Tris-HCl pH 8.0, 150 mM NaCl
Membrane fraction isolation by ultracentrifugation (100,000 × g, 1 hour)
Solubilization using mild detergents like DDM (n-dodecyl-β-D-maltoside) or LDAO
Affinity chromatography using the engineered tag
Size exclusion chromatography for final purification
Effective analysis of atpF expression during plant colonization requires:
Sample preparation:
Inoculate plants with B. phytofirmans PsJN (10⁶-10⁸ CFU/mL)
Harvest plant tissues at different time points post-inoculation (6h, 24h, 48h, 7 days)
Surface-sterilize tissues to eliminate epiphytic bacteria
Homogenize tissues in RNA preservation solution
RNA extraction and enrichment:
Extract total RNA from plant-bacteria samples
Deplete plant rRNA using a Ribo-Zero rRNA removal kit as described in Sheibani-Tezerji et al. (2015)
Enrich bacterial RNA using specialized kits for low-abundance microbial RNA
Expression analysis methods:
RT-qPCR approach: Design primers specific to B. phytofirmans atpF gene (the Bphyt_3898 locus), with reference genes such as 16S rRNA or glutamine synthetase (Bphyt_2615)
RNA-Seq approach: Perform transcriptome analysis using next-generation sequencing, followed by mapping reads to the B. phytofirmans genome
In situ visualization: Use fluorescence in situ hybridization with atpF-specific probes to localize expression within plant tissues
Data normalization and comparative analysis:
Compare expression levels between different plant tissues
Analyze temporal expression patterns during colonization stages
Compare expression under normal versus stress conditions
Research by Sheibani-Tezerji et al. demonstrated that genes associated with ATP synthase showed differential expression in PsJN colonizing drought-stressed potato plants .
The atpF gene, encoding ATP synthase subunit b, contributes significantly to B. phytofirmans' plant growth-promoting capabilities under stress conditions through several mechanisms:
Energy metabolism regulation:
ATP synthase is critical for bacterial energy production via oxidative phosphorylation
Under plant stress conditions, ATP synthase genes (including atpF) show significant upregulation
This increased energy generation supports bacterial metabolic activities that benefit the host plant
Stress response involvement:
Transcriptome studies revealed that oxidative phosphorylation was among the most enriched functions in B. phytofirmans under plant drought stress
ATP synthase components participate in maintaining bacterial homeostasis during oxidative stress
ATP generation supports the production of compatible solutes and stress protectants
Relationship to plant colonization:
Effective energy metabolism supports bacterial motility, essential for rhizospheric and endophytic colonization
Colonization efficiency directly correlates with growth promotion effects
Quantitative evidence:
Studies with potato and Arabidopsis plants show that ATP synthase-related genes in B. phytofirmans were among those most significantly upregulated (2-4 fold) during drought stress, with expression peaking at 6 hours post-stress induction .
Comparative analysis of B. phytofirmans atpF reveals important structural and functional relationships with homologous proteins in other bacteria:
Sequence homology comparisons:
Functional conservation assessment:
The core ATP synthase function is highly conserved across bacterial species
Plant-associated beneficial bacteria show greater conservation in regulatory elements
Stress-responsive expression patterns appear to be a shared feature among plant growth-promoting bacteria
Structural insights:
The membrane-spanning region shows highest conservation
The C-terminal domain that interacts with other ATP synthase subunits has species-specific variations
These variations may reflect adaptations to different plant hosts or environmental niches
Genome analyses indicate that B. phytofirmans PsJN is closely related to other beneficial Burkholderia species like B. phymatum STM815, with high synteny (67-77%) in regions containing energy metabolism genes .
Creating and validating atpF knockout mutants in B. phytofirmans requires careful experimental design due to the essential nature of ATP synthase. The most effective approaches include:
Gene knockout strategies:
Homologous recombination:
Design primers to amplify ~1kb regions flanking the atpF gene
Clone fragments into a suicide vector (pK18mobsacB)
Introduce vector into B. phytofirmans via triparental mating
Select for double-crossover events using counterselection markers
CRISPR-Cas9 approach:
Design sgRNAs targeting unique regions of atpF
Clone into a CRISPR-compatible vector for Burkholderia
Introduce by electroporation or conjugation
Screen for mutations by PCR and sequencing
Conditional knockout strategies (recommended for essential genes):
Create an inducible expression system with a complementary copy
Use temperature-sensitive promoters or riboswitch-based regulation
Generate the knockout only when the complementary copy is expressed
Validation approaches:
Molecular verification:
PCR screening using primers flanking the expected deletion
Whole-genome sequencing to confirm genetic modifications
RT-qPCR to verify absence of atpF transcripts
Functional validation:
Measure ATP production using luciferase-based ATP assays
Assess oxidative phosphorylation using oxygen consumption rates
Evaluate membrane potential using fluorescent probes
Phenotypic characterization:
Successful atpF knockouts would likely show impaired energy metabolism and reduced fitness, particularly under stress conditions. If atpF proves essential, conditional approaches become necessary.
Distinguishing direct from indirect effects of atpF on plant growth promotion requires multifaceted experimental approaches:
Complementation assays:
Create an atpF knockout mutant (if viable) or a conditional knockdown
Develop complementation strains with:
Native atpF gene
atpF variants with specific mutations
Heterologous atpF genes from other bacteria
Compare plant growth parameters across treatments
Metabolomic analysis:
Compare metabolite profiles of wild-type vs. atpF-modified strains
Focus on energy-related metabolites (ATP/ADP ratios, NAD+/NADH)
Analyze exudates to identify compounds potentially affecting plant physiology
Co-culture experiments:
Design split-plate assays separating bacteria from plants
Use semipermeable membranes allowing chemical but not physical contact
Compare with direct inoculation to distinguish contact-dependent effects
Transcriptomic approach:
Perform dual RNA-seq of both plant and bacteria during interaction
Compare gene expression networks between wild-type and atpF-modified strains
Identify plant pathways responding specifically to atpF-dependent factors
Mathematical modeling:
Develop systems biology models integrating bacterial metabolism and plant responses
Use these models to predict direct vs. indirect effects
Validate predictions with targeted experiments
Studies with B. phytofirmans have shown that plant growth promotion involves multiple mechanisms, including modulation of plant hormone pathways and metabolite exchange . By systematically manipulating atpF while monitoring these pathways, researchers can determine which effects are directly linked to ATP synthase function versus those resulting from downstream metabolic changes.
Analysis of atpF expression across different plant hosts provides valuable insights into B. phytofirmans' host adaptation mechanisms:
Host-specific expression patterns:
Transcriptomic studies reveal that ATP synthase genes, including atpF, show differential expression patterns depending on the plant host:
Bioenergetic adaptation signatures:
Expression timing correlates with colonization stages (attachment, penetration, establishment)
Expression levels reflect metabolic demands of different plant microenvironments
Regulatory elements in the atpF operon may contain host-specific response elements
Functional implications:
Variable expression suggests B. phytofirmans optimizes energy production based on host metabolism
Co-expression with other genes indicates integration with broader adaptive responses
The ability to modulate ATP synthesis efficiency may be central to versatile host range
This research direction could lead to the development of host-optimized B. phytofirmans strains with enhanced plant growth-promoting capabilities for specific crops or conditions.
Recent research has revealed a fascinating and complex relationship between ATP synthase activity and iron homeostasis in B. phytofirmans during plant colonization:
Evidence for interconnection:
Transcriptome analyses show co-regulation between ATP synthase components and iron acquisition systems
PsJN-inoculated plants demonstrate enhanced iron uptake and accumulation
ECF sigma factors involved in iron transport regulation (particularly ECF_164, orthologous to EcfI) are expressed in PsJN during plant colonization
Molecular mechanisms:
Energy-dependent iron transport:
ATP synthase provides energy for active transport of iron
Siderophore biosynthesis and transport systems are ATP-dependent
Regulatory crosstalk:
Iron status affects ATP synthase gene expression
Fur-like transcription regulators coordinate iron homeostasis with energy metabolism
Under oxidative stress, iron regulation is adjusted to prevent damage via Fenton chemistry
Functional integration in plant colonization:
Iron acquisition is critical for bacterial competitiveness in planta
ATP generation supports siderophore production
Enhanced iron uptake by bacteria may also benefit host plants
Quantitative relationships:
Studies show that PsJN-inoculated Arabidopsis plants accumulated significantly more iron (40-60% increase) compared to non-inoculated controls, and this coincided with expression of bacterial ferritin and siderophore biosynthesis genes .
This relationship explains how B. phytofirmans simultaneously manages its energy metabolism and micronutrient acquisition during plant colonization, contributing to both bacterial fitness and plant growth promotion through improved metal nutrient status.
Researchers working with recombinant B. phytofirmans atpF encounter several technical challenges:
Cause: atpF is naturally membrane-associated with hydrophobic regions
Solutions:
Use fusion partners that enhance solubility (MBP, SUMO, or Trx tags)
Express at lower temperatures (16°C) with reduced inducer concentrations
Add solubilizing agents like sarkosyl (0.5-1%) during lysis, followed by dilution
Include 5-10% glycerol in all buffers to stabilize protein structure
Cause: Codon bias, toxicity to host, or protein instability
Solutions:
Optimize codons for E. coli expression
Use specialized strains like C41(DE3) designed for membrane proteins
Test different promoter systems (T7, tac, or arabinose-inducible)
Co-express with chaperones (GroEL/ES, DnaK/J)
Cause: Exposure to proteases or inherent instability
Solutions:
Include protease inhibitor cocktail in all buffers
Maintain samples at 4°C throughout purification
Add stabilizing agents like glycerol, sucrose, or specific metal ions
Reduce the number of purification steps to minimize handling time
Cause: Loss of lipid environment or interacting partners
Solutions:
Purify in the presence of appropriate detergents (DDM, LDAO)
Consider nanodiscs or liposome reconstitution for functional studies
Co-purify with known interacting partners from the ATP synthase complex
Storage recommendations:
Store in Tris-based buffer with 50% glycerol at -20°C for extended storage, with working aliquots at 4°C for up to one week. Repeated freeze-thaw cycles should be avoided .
Reconciling discrepancies between in vitro and in planta observations of atpF function requires systematic investigation and methodological considerations:
Common sources of discrepancy:
| Discrepancy Type | Possible Causes | Resolution Strategies |
|---|---|---|
| Expression level differences | Different growth conditions, regulatory environments | Compare expression in defined minimal media that mimics plant conditions |
| Functional activity variations | Absence of plant signals, different energy demands | Supplement in vitro systems with plant extracts or specific plant metabolites |
| Phenotypic outcomes | Complex in planta interactions, host factors | Use genetic approaches to isolate specific pathways |
Methodological approaches to resolve contradictions:
Controlled environment gradients:
Create experimental systems with increasing complexity from pure culture to plant-bacteria interface
Use microfluidic devices to allow precise control of environmental parameters
Compare atpF expression and function across this gradient
In situ analysis techniques:
Employ bacterial biosensors expressing fluorescent proteins under atpF promoter control
Use fluorescence microscopy to visualize expression directly in plant tissues
Apply single-cell techniques to capture heterogeneity within bacterial populations
Multi-omics integration:
Combine transcriptomics, proteomics, and metabolomics data
Build a systems biology model accounting for contextual differences
Identify factors that explain divergent observations
Synthetic biological approaches:
Create chimeric systems with controlled components
Design minimal systems that recapitulate specific aspects of plant-microbe interactions
Test atpF function in these defined contexts
Case study example:
In studies of B. phytofirmans, gene expression in culture versus in planta conditions showed significant differences. For example, when comparing ATP synthase complex expression in cultures to expression in potato colonization, researchers found 1.5-3 fold higher expression levels in planta, particularly under stress conditions . This demonstrates the importance of validating functional data across different experimental contexts.
Strategic engineering of atpF could lead to enhanced B. phytofirmans strains with improved agricultural benefits:
Potential engineering approaches:
Expression level optimization:
Modify promoter strength to enhance ATP production
Create strains with stress-responsive atpF expression
Engineer post-transcriptional regulatory elements for tissue-specific expression
Protein engineering strategies:
Enhance protein stability for improved function under field conditions
Modify subunit interfaces to increase ATP synthase efficiency
Engineer variants optimized for different pH and temperature ranges
Metabolic integration:
Expected agricultural benefits:
Development pathway:
Create and screen atpF variant libraries in laboratory conditions
Test promising candidates in controlled plant experiments
Evaluate field performance under various environmental stresses
Assess impacts on plant growth metrics and stress tolerance
Studies with B. phytofirmans have already demonstrated that the bacterial energy metabolism significantly impacts its ability to confer stress tolerance in various plants, including drought tolerance in Arabidopsis and salt tolerance in tomato . Engineering atpF for optimized expression could enhance these beneficial effects.
Cutting-edge analytical techniques are revolutionizing our ability to study ATP synthase structural dynamics in their native contexts:
Advanced structural biology approaches:
Cryo-electron tomography (Cryo-ET):
Enables visualization of ATP synthase complexes within intact bacterial cells
Preserves native membrane environment and protein-protein interactions
Recent advances allow sub-nanometer resolution of large complexes in situ
Can be combined with focused ion beam milling to access intracellular structures
Single-particle cryo-electron microscopy:
Achieves near-atomic resolution of purified ATP synthase complexes
Captures different conformational states during catalytic cycle
Recently applied to bacterial F-type ATP synthases revealing rotary mechanism details
Integrative structural modeling:
Combines multiple experimental data sources (cryo-EM, XL-MS, HDX-MS)
Creates comprehensive structural models of entire ATP synthase complexes
Accounts for dynamic aspects of subunit interactions
Live-cell imaging innovations:
FRET-based approaches:
Engineer fluorescent protein pairs into specific ATP synthase subunits
Monitor conformational changes in real-time in living cells
Detect responses to environmental changes or stress conditions
Super-resolution microscopy:
Techniques like STORM and PALM break the diffraction limit
Allow visualization of individual ATP synthase complexes within bacterial membranes
Can track dynamic assembly/disassembly processes
Correlative light and electron microscopy (CLEM):
Combines fluorescence localization with ultrastructural context
Enables targeting of specific ATP synthase variants in heterogeneous populations
Particularly valuable for studying ATP synthase in bacteria colonizing plant tissues
Emerging methodologies:
Mass photometry:
Analyzes mass distribution of membrane protein complexes
Requires minimal sample amounts
Can detect different oligomeric states or assembly intermediates
Native mass spectrometry:
Analyzes intact membrane protein complexes
Preserves non-covalent interactions
Determines subunit stoichiometry and lipid interactions