Recombinant Bdellovibrio bacteriovorus Adenine deaminase (ade), partial

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Product Specs

Form
Lyophilized powder
Note: While we prioritize shipping the format currently in stock, please specify your format preference during order placement for customized preparation.
Lead Time
Delivery times vary depending on the purchasing method and location. Please contact your local distributor for precise delivery estimates.
Note: Our proteins are shipped with standard blue ice packs. Dry ice shipping requires prior arrangement and incurs additional charges.
Notes
Avoid repeated freeze-thaw cycles. Store working aliquots at 4°C for up to one week.
Reconstitution
Centrifuge the vial briefly before opening to settle the contents. Reconstitute the protein in sterile deionized water to a concentration of 0.1-1.0 mg/mL. For long-term storage, we recommend adding 5-50% glycerol (final concentration) and aliquoting at -20°C/-80°C. Our standard glycerol concentration is 50% and can serve as a guideline.
Shelf Life
Shelf life depends on several factors including storage conditions, buffer composition, temperature, and protein stability. Generally, liquid formulations have a 6-month shelf life at -20°C/-80°C, while lyophilized forms have a 12-month shelf life at -20°C/-80°C.
Storage Condition
Upon receipt, store at -20°C/-80°C. Aliquoting is essential for multiple uses. Avoid repeated freeze-thaw cycles.
Tag Info
Tag type is determined during the manufacturing process.
The specific tag type is determined during production. If you require a particular tag, please inform us, and we will prioritize its development.
Synonyms
ade; Bd2636Adenine deaminase; Adenase; Adenine aminase; EC 3.5.4.2
Buffer Before Lyophilization
Tris/PBS-based buffer, 6% Trehalose.
Datasheet
Please contact us to get it.
Protein Length
Partial
Purity
>85% (SDS-PAGE)
Species
Bdellovibrio bacteriovorus (strain ATCC 15356 / DSM 50701 / NCIB 9529 / HD100)
Target Names
ade
Uniprot No.

Q&A

What is Bdellovibrio bacteriovorus adenine deaminase and what is its biological function?

Adenine deaminase (EC 3.5.4.2) from Bdellovibrio bacteriovorus is an enzyme that catalyzes the hydrolytic deamination of adenine. Similar to other adenosine deaminases, this enzyme plays a significant role in nucleotide metabolism by converting adenine to hypoxanthine. In the broader context, adenine deaminase contributes to metabolic homeostasis in B. bacteriovorus, which is a predatory bacterium that typically derives nutrients from its bacterial prey . The enzyme belongs to the amidohydrolase superfamily, characterized by a distorted (β/α)8-barrel structural fold with metal cofactors essential for activity. In B. bacteriovorus specifically, this enzyme likely plays a role in nucleotide salvage pathways that help the organism utilize nucleic acid components from its prey .

How does Bdellovibrio bacteriovorus adenine deaminase differ from adenosine deaminase in other organisms?

Bdellovibrio bacteriovorus adenine deaminase differs from typical adenosine deaminases (ADA) in several significant ways:

  • Substrate specificity: B. bacteriovorus adenine deaminase acts directly on adenine, while most adenosine deaminases (including human ADA1) preferentially catalyze the deamination of adenosine to inosine .

  • Metal cofactor requirements: Unlike single-metal adenosine deaminases, evidence suggests that B. bacteriovorus adenine deaminase requires a di-ferrous form for optimal catalytic activity. Studies have shown that the enzyme becomes inactive when oxidized to [Fe III/Fe III] form and regains activity when reduced back to the di-ferrous state .

  • Structural features: While both enzymes have a distorted (β/α)8-barrel fold characteristic of the amidohydrolase superfamily, B. bacteriovorus adenine deaminase likely has unique structural elements that accommodate its different substrate specificity and metal coordination .

  • Catalytic mechanism: Based on studies of adenine deaminases from related organisms, B. bacteriovorus enzyme likely employs a distinct catalytic mechanism optimized for adenine deamination rather than adenosine deamination .

What are the optimal storage conditions for recombinant B. bacteriovorus adenine deaminase?

The optimal storage conditions for recombinant B. bacteriovorus adenine deaminase depend on the preparation format and intended usage timeline:

For liquid formulations:

  • Store at -20°C or -80°C for up to 6 months of shelf life

  • Avoid repeated freeze-thaw cycles which can significantly reduce enzymatic activity

  • Working aliquots can be stored at 4°C for up to one week

For lyophilized formulations:

  • Store at -20°C or -80°C for extended shelf life of up to 12 months

  • For reconstitution, briefly centrifuge the vial before opening to bring contents to the bottom

  • Reconstitute in deionized sterile water to a concentration of 0.1-1.0 mg/mL

  • For long-term storage of reconstituted enzyme, add glycerol to a final concentration of 5-50% (recommended default is 50%) and store in aliquots at -20°C or -80°C

These storage recommendations are critical for maintaining the structural integrity and enzymatic activity of the recombinant protein during experimental timeframes.

What is the relationship between the metal cofactor composition and catalytic activity of B. bacteriovorus adenine deaminase?

The catalytic activity of B. bacteriovorus adenine deaminase is critically dependent on its metal cofactor composition. Research on related adenine deaminases from the amidohydrolase superfamily has revealed important insights that likely apply to the B. bacteriovorus enzyme:

These findings highlight the importance of carefully controlling metal content during enzyme preparation for experimental studies of B. bacteriovorus adenine deaminase.

How does the metabolic context of B. bacteriovorus influence adenine deaminase function?

The metabolic context of B. bacteriovorus provides unique insights into adenine deaminase function:

B. bacteriovorus is a predatory bacterium with a dual lifestyle: it can exist in a predatory phase where it invades other gram-negative bacteria and uses their cellular components for growth, or in a prey-independent phase under specific conditions . This unique lifestyle has several implications for adenine deaminase function:

  • Nutrient acquisition strategy: During predatory growth, B. bacteriovorus likely employs adenine deaminase as part of a nucleotide salvage pathway to utilize nucleic acid components from its prey. This would allow efficient recycling of adenine from prey DNA and RNA into usable nucleotides for the predator's own metabolism .

  • Amino acid dependency: Recent research has demonstrated that B. bacteriovorus can replicate DNA, increase biomass, and generate ATP in amino acid-rich media without prey. The organism preferentially utilizes glutamate, serine, aspartate, isoleucine, and threonine as carbon sources during this prey-independent growth . In this context, adenine deaminase may contribute to nucleotide metabolism supported by these amino acids.

  • Metabolic adaptation: The ability of B. bacteriovorus to switch between predatory and prey-independent lifestyles suggests that enzymes like adenine deaminase may be regulated differently depending on nutrient availability. During prey-independent growth, the enzyme may help generate essential metabolites that would normally be obtained from prey cytoplasm .

  • Ecological implications: The metabolic flexibility provided by enzymes like adenine deaminase may explain the ubiquity of B. bacteriovorus in diverse environments, including soil, aquatic systems, and human commensal microbiota .

Understanding this metabolic context provides researchers with a framework for investigating the physiological role of adenine deaminase in B. bacteriovorus.

What is the proposed catalytic mechanism for B. bacteriovorus adenine deaminase based on structural studies?

Based on structural studies of adenine deaminases from the amidohydrolase superfamily and specific research on homologous enzymes, a likely catalytic mechanism for B. bacteriovorus adenine deaminase can be proposed:

  • Substrate binding: Adenine enters the active site and is positioned through interactions with conserved residues, including likely π-stacking with aromatic amino acids and hydrogen bonding with polar residues .

  • Water activation: A water molecule coordinated to the di-ferrous metal center is activated as a nucleophile. This activation involves deprotonation of the water, likely facilitated by a conserved glutamate residue in the HxxE motif following β-strand 5 .

  • Nucleophilic attack: The activated hydroxide ion attacks the C6 carbon of adenine, forming a tetrahedral intermediate. The di-metal center stabilizes this transition state .

  • Proton transfers and product formation: A series of proton transfers occurs, facilitated by a catalytic triad that likely includes a histidine at the C-terminal end of β-strand 6 and an aspartate at the C-terminus of β-strand 8. These transfers result in the cleavage of the C-NH2 bond and formation of hypoxanthine and ammonia .

  • Product release: The products (hypoxanthine and ammonia) are released from the active site, allowing the enzyme to begin another catalytic cycle .

This mechanism is supported by structural data from adenine deaminase from Agrobacterium tumefaciens (determined at 2.2 Å resolution), mutagenesis experiments of conserved residues, and mechanistic studies including solvent isotope effects, pH rate profiles, and solvent viscosity measurements .

What are the optimal expression and purification protocols for obtaining catalytically active B. bacteriovorus adenine deaminase?

Based on research with adenine deaminases from related organisms, the following optimized protocol is recommended for obtaining highly active B. bacteriovorus adenine deaminase:

Iron-Free Expression Protocol:

  • Transform expression plasmid containing the adenine deaminase gene into an appropriate E. coli expression strain (BL21(DE3) or equivalent) .

  • Grow transformed bacteria in iron-limited media to prevent incorporation of iron during initial expression. This can be achieved by using M9 minimal media supplemented with appropriate carbon sources and amino acids .

  • Induce protein expression at optimal OD600 (typically 0.6-0.8) with IPTG (0.5-1.0 mM) .

  • Allow expression to proceed at a reduced temperature (16-20°C) for 16-18 hours to enhance proper folding .

Purification Protocol:

  • Harvest cells by centrifugation and resuspend in lysis buffer containing appropriate protease inhibitors .

  • Lyse cells using sonication or pressure-based methods (French press) .

  • Clarify lysate by centrifugation at 20,000 × g for 30 minutes .

  • For His-tagged protein, purify using Ni-NTA affinity chromatography:

    • Load clarified lysate onto equilibrated Ni-NTA column

    • Wash with buffer containing low imidazole concentration (10-20 mM)

    • Elute protein with buffer containing high imidazole (250-300 mM)

  • Perform size exclusion chromatography as a polishing step to achieve >85% purity .

Metal Reconstitution for Maximum Activity:

  • Remove bound metals by dialysis against buffer containing 1-10 mM EDTA .

  • Remove EDTA by extensive dialysis against metal-free buffer .

  • Reconstitute with ferrous iron by anaerobic addition of Fe(NH4)2(SO4)2 (2-3 equivalents per enzyme monomer) .

  • Remove unbound iron by dialysis or gel filtration .

This optimized protocol addresses the critical requirement for the di-ferrous form of the enzyme and has been shown to dramatically improve catalytic activity, potentially increasing turnover numbers from approximately 2 s⁻¹ to around 200 s⁻¹ .

What assay methods are most effective for measuring B. bacteriovorus adenine deaminase activity?

Several complementary assay methods can be employed to effectively measure B. bacteriovorus adenine deaminase activity:

1. Spectrophotometric Assays:

  • Direct UV-based assay: Monitor the decrease in absorbance at 265 nm (adenine) and increase at 240 nm (hypoxanthine) during the deamination reaction. The difference in extinction coefficients can be used to calculate reaction rates .

  • Coupled enzyme assays: Link adenine deamination to subsequent enzymatic reactions that produce a chromogenic or fluorogenic product. This approach can increase sensitivity for low enzyme concentrations .

2. HPLC-Based Assays:

  • Reverse-phase HPLC separation of substrate (adenine) and product (hypoxanthine) provides high sensitivity and specificity for kinetic measurements .

  • Method parameters: C18 column, mobile phase of typically 10-50 mM phosphate buffer (pH 4.0-6.0) with 0-10% organic modifier, UV detection at 250-280 nm .

3. Ammonia Detection Assays:

  • Since ammonia is a product of the deamination reaction, colorimetric assays for ammonia (such as the indophenol blue method or Nessler's reagent) can be used to indirectly measure enzyme activity .

  • These assays can be particularly useful when substrate/product separation is challenging .

Standard Reaction Conditions:

  • Buffer: 50 mM HEPES or Tris buffer, pH 7.5-8.0

  • Temperature: 25-37°C

  • Metal cofactors: Ensure di-ferrous form of enzyme (may require reducing agent like dithiothreitol)

  • Substrate concentration range: 0.01-2.0 mM adenine (for kinetic parameter determination)

  • Assay volume: 250-1000 μL

Data Analysis:

  • For kinetic parameter determination, analyze initial rates at various substrate concentrations using appropriate enzyme kinetics software

  • Calculate kcat and Km using standard Michaelis-Menten equation

  • For optimal analysis, ensure that enzyme concentration is significantly below substrate concentration (typically 10-100 nM enzyme with 0.01-2.0 mM substrate)

These assay methods provide complementary approaches for characterizing the activity of B. bacteriovorus adenine deaminase under various experimental conditions.

How can the recombinant B. bacteriovorus adenine deaminase be reconstituted and stabilized for long-term experimental use?

Proper reconstitution and stabilization are critical for maintaining the activity of recombinant B. bacteriovorus adenine deaminase during experimental use. The following protocol provides detailed methodology:

Reconstitution from Lyophilized Form:

  • Centrifuge the vial containing lyophilized enzyme briefly (30 seconds at 10,000 × g) to collect all material at the bottom .

  • Reconstitute in deionized sterile water to achieve a concentration of 0.1-1.0 mg/mL .

  • Allow the solution to stand at room temperature for 5-10 minutes with occasional gentle mixing to ensure complete dissolution .

Long-term Stabilization Strategies:

  • Glycerol addition: For enzymatic studies requiring long-term storage, add glycerol to a final concentration of 5-50% (optimal is typically 50%) .

  • Storage temperature: Store aliquoted enzyme at -20°C or -80°C for maximum stability. The lyophilized form maintains activity for up to 12 months, while the liquid form is stable for approximately 6 months under these conditions .

  • Aliquoting: Prepare small-volume working aliquots to avoid repeated freeze-thaw cycles. Working aliquots can be stored at 4°C for up to one week without significant loss of activity .

Buffer Optimization for Stability:

  • pH stability: The enzyme typically maintains optimal stability at pH 7.0-8.0 using buffers such as HEPES, Tris, or phosphate .

  • Ionic strength: Include 100-150 mM NaCl or KCl to maintain protein solubility and stability .

  • Reducing agents: For maintaining the critical di-ferrous state, include a reducing agent such as 1-5 mM dithiothreitol (DTT) or 0.5-2 mM tris(2-carboxyethyl)phosphine (TCEP) .

  • Metal protection: Include 0.1-0.5 mM ferrous ammonium sulfate in storage buffers to prevent metal loss .

Stability Monitoring Protocol:

  • Prepare multiple identical aliquots of reconstituted enzyme

  • Store under various conditions (4°C, -20°C, -80°C)

  • Periodically measure activity using standardized assay conditions

  • Plot activity vs. time to determine stability profiles under each condition

This comprehensive approach ensures maximum retention of enzymatic activity during storage and experimental use, addressing the specific requirements of B. bacteriovorus adenine deaminase for maintaining its di-ferrous active state.

What strategies can resolve inconsistent activity measurements in B. bacteriovorus adenine deaminase experiments?

Inconsistent activity measurements are a common challenge when working with B. bacteriovorus adenine deaminase. The following systematic approach can help identify and resolve sources of variability:

Common Sources of Inconsistency and Solutions:

  • Metal Content Variation:

    • Problem: Inconsistent metal content leads to variable enzyme activity

    • Diagnostic test: ICP-MS or atomic absorption spectroscopy to quantify metal content

    • Solution: Implement standardized metal reconstitution protocol with careful control of reducing conditions to maintain the critical di-ferrous state

  • Oxidation State Changes:

    • Problem: Oxidation of Fe(II) to Fe(III) during storage or assay conditions

    • Diagnostic test: Activity comparison with and without reducing agents

    • Solution: Include 1-5 mM DTT or 0.5-2 mM TCEP in all buffers and perform assays under anaerobic conditions when possible

  • pH and Buffer Composition Effects:

    • Problem: Different buffers or pH values significantly affect activity

    • Diagnostic test: Activity profiling across pH range 6.0-9.0 with different buffer systems

    • Solution: Standardize buffer composition (50 mM HEPES, pH 7.5 with 100 mM NaCl is typically optimal) across all experiments

  • Temperature Fluctuations:

    • Problem: Inconsistent reaction temperatures between assays

    • Diagnostic test: Activity measurements at controlled temperatures (25°C, 30°C, 37°C)

    • Solution: Use temperature-controlled spectrophotometer or reaction vessel with pre-equilibration of all solutions

  • Enzyme Concentration Determination Errors:

    • Problem: Inaccurate protein quantification leading to variable apparent specific activity

    • Diagnostic test: Compare multiple protein quantification methods (Bradford, BCA, absorbance at 280 nm)

    • Solution: Adopt standardized protein quantification protocol with BSA standard curve that spans the expected concentration range

Standardization Measures:

ParameterRecommended StandardVerification Method
Metal Content2.0 ± 0.2 Fe per monomerICP-MS or atomic absorption
Redox StateFe(II) predominantActivity with/without reductant
pH7.5 ± 0.1pH meter with calibrated electrode
Temperature30°C ± 0.5°CCalibrated thermometer
Enzyme ConcentrationDetermined by multiple methodsAgreement within 10%

Implementing these standardization measures can dramatically improve reproducibility in activity measurements of B. bacteriovorus adenine deaminase across different experimental batches .

How can researchers differentiate between structural and functional changes in mutated variants of B. bacteriovorus adenine deaminase?

Differentiating between structural and functional changes in mutated variants of B. bacteriovorus adenine deaminase requires a multi-faceted analytical approach:

Structural Integrity Assessment:

  • Circular Dichroism (CD) Spectroscopy:

    • Near-UV CD (250-350 nm): Detects tertiary structure changes around aromatic residues

    • Far-UV CD (190-250 nm): Monitors secondary structure content (α-helices, β-sheets)

    • Thermal denaturation studies: Compare melting temperatures (Tm) between wild-type and mutant enzymes to assess stability differences

  • Analytical Size Exclusion Chromatography:

    • Determines potential changes in oligomeric state

    • Identifies aggregation or unfolding

    • Can be coupled with multi-angle light scattering for absolute molecular weight determination

  • Limited Proteolysis:

    • Compares proteolytic susceptibility patterns between wild-type and mutant enzymes

    • Changes in digestion patterns indicate altered protein folding or domain organization

  • Metal Content Analysis:

    • ICP-MS or atomic absorption spectroscopy to quantify metal content

    • Lower metal content in mutants may indicate disrupted metal binding sites rather than direct catalytic effects

Functional Analysis:

  • Enzyme Kinetics Characterization:

    • Determine and compare full Michaelis-Menten parameters (kcat, Km, kcat/Km)

    • Analyze pH-rate profiles to identify potential changes in catalytic residues

    • Measure substrate specificity profiles using adenine analogs

  • Solvent Isotope Effects and Viscosity Studies:

    • D2O substitution experiments to probe rate-limiting proton transfer steps

    • Viscosity effects to determine if product release is rate-limiting

  • Metal Dependence Studies:

    • Activity profiles with varying metal concentrations

    • Metal substitution experiments (e.g., Mn2+, Co2+) to probe metal coordination environment

Comparative Analysis Framework:

Analysis TypeWild-Type ParameterMutant ParameterInterpretation
CD (Far-UV)Baseline spectrumSimilar spectrumPreserved secondary structure
CD (Far-UV)Baseline spectrumAltered spectrumStructural disruption
Thermal stabilityTm = X°CSimilar TmPreserved structural stability
Thermal stabilityTm = X°CLower TmDestabilized structure
kcatBaseline valueSimilar value, altered KmSubstrate binding effect
kcatBaseline valueSignificantly reducedCatalytic residue affected
Metal content2 Fe per monomerSimilar content, reduced activityCatalytic residue affected
Metal content2 Fe per monomerReduced contentMetal binding disrupted

This systematic approach allows researchers to distinguish between mutations that directly affect catalysis versus those that disrupt protein structure or metal coordination, providing deeper insights into structure-function relationships in B. bacteriovorus adenine deaminase .

What are the specific considerations for studying B. bacteriovorus adenine deaminase in the context of bacterial metabolism?

Studying B. bacteriovorus adenine deaminase in its native metabolic context presents unique challenges and opportunities that require specialized approaches:

Metabolic Context Considerations:

  • Dual Lifestyle Integration:

    • B. bacteriovorus has both predatory and prey-independent growth modes

    • Design experiments to compare enzyme activity and expression levels in both lifestyles

    • Use metabolic labeling with stable isotopes to track adenine processing through metabolic networks

  • Nutrient Acquisition Pathways:

    • B. bacteriovorus preferentially utilizes specific amino acids (glutamate, serine, aspartate, isoleucine, and threonine) during prey-independent growth

    • Investigate how these amino acid metabolism pathways interact with nucleotide metabolism involving adenine deaminase

    • Design experiments that trace carbon flow from amino acids to nucleotide pools

  • Prey-Derived Metabolite Processing:

    • During predatory growth, adenine deaminase likely participates in processing nucleic acid components from prey

    • Develop co-culture systems with isotope-labeled prey to track prey-derived adenine processing

    • Compare enzyme activity with different prey species to identify potential regulatory mechanisms

Methodological Approaches:

  • Gene Expression Analysis:

    • qRT-PCR to quantify adenine deaminase gene expression under different growth conditions

    • RNA-seq to place adenine deaminase in broader transcriptional networks

    • Recommended housekeeping genes for normalization: 16S rRNA, rpoD, and gyrB

  • Metabolomics Integration:

    • Targeted LC-MS/MS to quantify adenine, hypoxanthine, and related metabolites

    • Untargeted metabolomics to identify novel connections to other metabolic pathways

    • Flux analysis using 13C-labeled substrates to determine pathway utilization rates

  • In vivo Activity Assessment:

    • Development of adenine analogs that report deamination through fluorescence changes

    • Metabolic inhibitor studies to block specific pathways and observe effects on adenine processing

    • Creation of reporter strains with fluorescent proteins linked to adenine deaminase expression

Experimental Design Framework:

Research QuestionExperimental ApproachControls and Validations
Does adenine deaminase activity differ between predatory and prey-independent growth?Compare enzyme activity in cell extracts from both growth modesNormalize to total protein; verify growth mode by microscopy
How does adenine deaminase contribute to nucleotide salvage from prey?13C-adenine labeling of prey followed by metabolite tracking in predatorHeat-killed predator control; metabolite extraction efficiency controls
Which metabolic pathways interact with adenine deaminase in vivo?Metabolic inhibitor panel with monitoring of adenine/hypoxanthine levelsInhibitor specificity validation; off-target effect controls
How is adenine deaminase regulated in response to environmental signals?Promoter-reporter fusions exposed to various nutrient conditionsMultiple housekeeping gene controls; time-course measurements

This comprehensive approach integrates molecular, biochemical, and systems-level analyses to understand the role of adenine deaminase within the unique metabolic framework of B. bacteriovorus .

What potential applications exist for B. bacteriovorus adenine deaminase in biotechnology and medicine?

B. bacteriovorus adenine deaminase presents several promising applications in biotechnology and medicine, building on its unique properties and the distinctive biology of its source organism:

Therapeutic Applications:

  • Predatory Bacteria as Living Antibiotics:

    • B. bacteriovorus is being explored as a natural predator against gram-negative pathogens

    • Understanding adenine deaminase's role in metabolism could enable optimization of predatory activity

    • Metabolic engineering of adenine deaminase pathways might enhance predation efficiency against specific pathogens

  • Enzyme Replacement Therapy:

    • Human adenosine deaminase deficiency causes severe combined immunodeficiency (SCID)

    • While B. bacteriovorus enzyme has different substrate specificity, engineered variants might offer advantages for therapeutic applications

    • The unique metal coordination and catalytic properties could be exploited to develop novel therapeutic enzymes with improved stability or activity profiles

Biotechnological Applications:

  • Nucleic Acid Manipulation Tools:

    • Adenine deaminase could potentially be developed into tools for site-specific deamination in DNA/RNA

    • Similar to CRISPR-based adenine base editors, engineered variants might enable targeted A-to-I substitutions

    • The unique metal cofactor requirements could provide distinct advantages for specific applications

  • Biosensors and Diagnostics:

    • The adenine deamination reaction could be coupled to detection systems for adenine or related compounds

    • Development of adenine-responsive biosensors for environmental monitoring or medical diagnostics

    • Potential application in detecting adenine-containing compounds in biological samples

  • Bioremediation:

    • B. bacteriovorus can survive in diverse environments including soil and water

    • Engineered strains with modified adenine deaminase activity could potentially degrade adenine-containing environmental contaminants

    • The predatory lifestyle could be leveraged for targeted bioremediation applications

Required Research to Enable Applications:

Application AreaKey Research NeedsTechnical Challenges
Predatory TherapeuticsMetabolic modeling of adenine deaminase's role in predationMaintaining predatory activity in therapeutic settings
Enzyme EngineeringCrystal structure of B. bacteriovorus adenine deaminaseModifying substrate specificity while maintaining activity
Diagnostic ToolsDevelopment of coupled enzyme assays with signal amplificationAchieving sufficient sensitivity and specificity
BioremediationStability studies under environmental conditionsEngineering stable expression in field applications

These diverse applications leverage both the intrinsic properties of adenine deaminase and the unique biological characteristics of B. bacteriovorus, offering promising avenues for future research and development .

How might computational approaches enhance our understanding of B. bacteriovorus adenine deaminase structure and function?

Computational approaches offer powerful tools for investigating B. bacteriovorus adenine deaminase structure and function, particularly given the limited experimental structural data currently available:

Structural Bioinformatics Approaches:

  • Homology Modeling and Refinement:

    • Develop high-quality structural models based on homologous adenine deaminases like the one from Agrobacterium tumefaciens

    • Refine models using molecular dynamics simulations with explicit solvent and appropriate force fields for metal centers

    • Validate models against experimental biochemical data such as mutagenesis results

  • Metal Site Modeling:

    • Apply quantum mechanics/molecular mechanics (QM/MM) approaches to accurately model the di-ferrous center

    • Calculate spectroscopic properties (e.g., Mössbauer parameters) for comparison with experimental data

    • Predict metal-ligand interactions and their roles in catalysis

  • Active Site and Substrate Binding Analysis:

    • Molecular docking studies with adenine and analogs to predict binding modes

    • Free energy calculations to estimate binding affinities and compare with experimental Km values

    • Identification of potential allosteric sites that might regulate enzyme activity

Enzyme Mechanism Studies:

  • Reaction Pathway Modeling:

    • QM/MM studies of complete reaction pathways to determine energy barriers

    • Prediction of transition states and intermediates in the deamination reaction

    • Comparison of computational predictions with experimental kinetic isotope effects

  • Proton Transfer Networks:

    • Graph theory approaches to identify potential proton transfer pathways

    • pKa calculations for active site residues under enzyme conditions

    • Molecular dynamics simulations to analyze water networks and their dynamics

Systems Biology Integration:

  • Metabolic Network Modeling:

    • Genome-scale metabolic models of B. bacteriovorus incorporating adenine deaminase reactions

    • Flux balance analysis to predict the impact of adenine deaminase activity on cellular metabolism

    • Comparative analysis between predatory and prey-independent growth modes

  • Evolution and Adaptation Analysis:

    • Phylogenetic analysis of adenine deaminases across bacterial species

    • Positive selection analysis to identify residues under evolutionary pressure

    • Ancestral sequence reconstruction to infer evolutionary trajectory of enzyme function

Integration with Experimental Approaches:

Computational MethodComplementary Experimental ApproachIntegrated Insight
Homology modelingSite-directed mutagenesisStructure-function validation
QM/MM reaction mechanismsKinetic isotope effectsRate-limiting step identification
Molecular dynamicsHydrogen-deuterium exchange MSConformational dynamics validation
Metabolic modeling13C metabolic flux analysisPathway utilization verification
Virtual screeningInhibitor testingNovel ligand discovery

This integrative computational-experimental approach can significantly accelerate understanding of B. bacteriovorus adenine deaminase structure, function, and biological role, particularly given the challenges of working with this predatory bacterium system .

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