KEGG: bmj:BMULJ_03159
STRING: 395019.BMULJ_03159
The atpD gene encodes the beta subunit of ATP synthase, an essential enzyme complex that produces ATP through oxidative phosphorylation. In B. multivorans, this protein plays a critical role in energy metabolism. Beyond its metabolic function, atpD is one of seven conserved housekeeping genes used in the MLST scheme for Burkholderia species identification . The conservation pattern of this gene makes it valuable for taxonomic studies while still containing sufficient variation to distinguish between closely related strains.
The atpD gene is part of the standardized seven-locus MLST scheme that includes atpD, gltB, gyrB, lepA, phaC, recA, and trpB . This MLST approach has provided important insights into population dynamics, diversity, and recombination events in the B. cepacia complex. The scheme has been expanded with redesigned primers to more reliably amplify these loci from all 17 B. cepacia complex species and additional Burkholderia species, including clinically relevant species like B. gladioli, B. mallei, and B. pseudomallei .
Researchers have redesigned PCR primers targeting the atpD gene to address limitations in the original MLST methodology. The improved primers aim to:
More reliably amplify atpD from all Bcc species
Extend amplification capability to additional Burkholderia species
Enable the use of a single primer set for both amplification and DNA sequencing
This approach resolves previous challenges where approximately 10% of B. cepacia complex strains analyzed included at least one locus that could not be amplified using the original MLST primers . When amplifying atpD from B. multivorans specifically, researchers should consider the high GC content of Burkholderia genomes and optimize annealing temperatures and extension times accordingly.
While optimizing recombinant expression of B. multivorans atpD, researchers should consider:
Host selection: E. coli BL21(DE3) derivatives are commonly used for expressing Burkholderia proteins, but codon optimization may be necessary due to differences in codon usage between E. coli and Burkholderia species.
Expression vectors: pET-based vectors with T7 promoters often yield good expression levels for bacterial proteins when fused with affinity tags (His6, GST, or MBP) to facilitate purification.
Solubility considerations: As a component of the membrane-associated ATP synthase complex, atpD may present solubility challenges. Expression at lower temperatures (16-20°C) and inclusion of solubility-enhancing tags may improve yield of correctly folded protein.
Functional validation: Activity assays measuring ATP hydrolysis can confirm proper folding of the recombinant protein.
Research indicates that homologous recombination contributes significant genetic variation to many genes in the Burkholderia cepacia complex. Approximately 5.8% of core orthologous genes in the Bcc showed strong evidence of recombination . This high level of recombination between Bcc species blurs taxonomic boundaries, making species difficult to distinguish phenotypically .
As a core housekeeping gene, atpD is part of the set of genes that help define species boundaries despite recombination events. The selective pressure to maintain ATP synthase function limits the extent of allowed variation, making atpD a relatively stable marker for phylogenetic analysis despite recombination in other regions of the genome.
Genome-wide analysis of the Burkholderia cepacia complex has shown that approximately 1.1% of core orthologous genes showed evidence of positive selection . Genes involved in protein synthesis, material transport, and metabolism are particularly favored by selection pressure. While the atpD gene hasn't been specifically highlighted, its role in energy metabolism suggests it may experience purifying selection to maintain its critical function.
The relative contributions of recombination versus positive selection in shaping atpD evolution provide important insights into how B. multivorans adapts to different environments while maintaining essential cellular functions.
ATP synthase subunit beta contains several highly conserved functional domains:
Nucleotide-binding domains: These regions contain Walker A and Walker B motifs essential for ATP binding and hydrolysis.
Catalytic sites: Located primarily in the beta subunit, these sites are formed at the interface between alpha and beta subunits in the F1 portion of ATP synthase.
DELSEED region: This conserved motif is involved in energy coupling between proton transport and ATP synthesis.
Experimental approaches to identify critical residues include site-directed mutagenesis followed by functional assays measuring ATP synthesis/hydrolysis activities. Comparative analysis with ATP synthase structures from model organisms can guide the identification of key residues in the B. multivorans protein.
Structural analysis of atpD across Burkholderia species would require:
Homology modeling: Using resolved ATP synthase structures as templates to predict B. multivorans atpD structure.
Molecular dynamics simulations: To assess potential functional implications of amino acid substitutions.
Experimental validation: Using recombinant proteins to measure kinetic parameters and compare activities between species.
The correlation between structural variations and adaptation to different ecological niches (clinical vs. environmental isolates) may provide insights into the evolution of Burkholderia species.
During infection, B. multivorans encounters various stressors including oxygen limitation, nutrient restriction, and host immune responses. While specific data on atpD regulation in B. multivorans is limited, research on related Burkholderia species provides relevant insights.
In B. pseudomallei, the RegAB two-component signal transduction system functions as the master regulator of anaerobic physiology and significantly affects virulence . This system controls adaptation to oxygen-restricted environments often encountered during infection. As ATP synthase is crucial for energy production under both aerobic and anaerobic conditions, atpD expression is likely regulated in response to oxygen availability, potentially through mechanisms similar to those identified in B. pseudomallei.
Research approaches to study atpD expression during infection include:
qRT-PCR analysis of bacteria recovered from infection models
Transcriptomic analysis comparing expression under different oxygen concentrations
Reporter gene fusions to monitor atpD promoter activity during host cell interaction
Recombinant atpD protein has potential applications in both diagnostics and vaccine development:
Diagnostic applications:
Generation of specific antibodies for immunodiagnostic assays
Development of protein-based identification methods to complement DNA-based MLST
Creation of diagnostic panels including multiple Burkholderia antigens to increase specificity
Vaccine development considerations:
ATP synthase components are highly conserved across bacterial species, requiring careful epitope selection to avoid cross-reactivity
Combining atpD with other Burkholderia antigens may enhance protective immunity
Evaluation of recombinant atpD as a carrier protein for conjugate vaccines targeting Burkholderia surface polysaccharides
Given the challenges in distinguishing between closely related Burkholderia species that cause similar clinical presentations, molecular approaches incorporating atpD could improve diagnostic accuracy .
Structural studies of recombinant atpD face several challenges:
Protein stability: As part of a multi-subunit complex, isolated atpD may have stability issues. Solutions include co-expression with interaction partners or use of stabilizing mutations.
Crystallization difficulties: ATP synthase components can be challenging to crystallize. Alternative approaches include cryo-electron microscopy or NMR for structural determination.
Functional state capture: ATP synthase undergoes conformational changes during catalysis. Capturing different functional states requires careful selection of nucleotide analogs and experimental conditions.
Membrane association: Though primarily part of the F1 soluble portion, interactions with membrane components may affect structure. Detergent selection or nanodiscs can help maintain native-like conformations.
Engineered atpD variants could enable:
Enhanced bioenergy production: Optimized ATP synthase could improve energy efficiency in biofuel-producing strains.
Biosensors: atpD-reporter fusions could create cellular sensors for environmental monitoring.
Attenuated strains: Engineered atpD variants with reduced efficiency could create attenuated strains for vaccine development.
Protein engineering platforms: Understanding the structure-function relationship of atpD could inform the design of novel enzymes with altered nucleotide specificity.
Given the metabolic versatility of Burkholderia species and their ability to degrade complex compounds, engineered strains with modified energy metabolism could have applications in bioremediation and industrial biotechnology.
Comparative genomic analysis of 116 Burkholderia cepacia complex strains identified 1005 orthogroups consisting entirely of single-copy genes . These core orthologous genes showed significant differences in evolutionary properties across different functional categories.
A comprehensive analysis of atpD would include:
Calculating nucleotide diversity (π) and dN/dS ratios
Comparing sequence conservation with other MLST loci
Analyzing codon usage bias and GC content
Examining phylogenetic congruence between atpD and whole-genome trees
This comparative approach would position atpD within the broader context of Burkholderia genome evolution and help assess its reliability as a phylogenetic marker.
To detect and characterize recombination events affecting atpD, researchers should consider:
Detection methods:
Phylogenetic approaches (RDP4 software suite)
Sequence-based methods (GARD, MaxChi)
Compatibility-based methods (PhiTest)
Validation strategies:
Applying multiple detection methods to increase confidence
Simulating sequence evolution with known recombination rates
Bayesian approaches to estimate recombination parameters
Visualization techniques:
Recombination networks using SplitsTree
Heatmaps of sequence similarity
Sliding window analysis of phylogenetic signals
The high level of recombination between Bcc species requires robust analytical approaches to accurately characterize genetic exchange events affecting genes like atpD .
ATP synthase functions within a broader energy metabolism network. Systems biology approaches to study these interactions include:
Protein-protein interaction studies:
Co-immunoprecipitation with recombinant tagged atpD
Bacterial two-hybrid systems
Cross-linking mass spectrometry
Metabolic flux analysis:
13C-labeling to track carbon flow
Flux balance analysis incorporating ATP synthase activity
Metabolomic profiling under different energy states
Regulatory network mapping:
ChIP-seq to identify transcription factors regulating atpD
RNA-seq under various conditions to identify co-regulated genes
Network analysis to position atpD within the broader metabolic network
This integrative approach would reveal how B. multivorans coordinates energy production with other cellular processes, particularly under the variable conditions encountered during infection.
Integration of multiple omics approaches can reveal atpD's role during infection:
Transcriptomics: RNA-seq analysis comparing gene expression during different infection stages
Proteomics: Quantifying ATP synthase components during host adaptation
Metabolomics: Measuring changes in ATP/ADP ratios and energy charge
Interactomics: Identifying host factors interacting with bacterial ATP synthase
Such analysis could reveal whether atpD and ATP synthase function is modulated during infection, potentially contributing to virulence through optimized energy production in challenging host environments.