Recombinant Pseudomonas putida Adenosylhomocysteinase (ahcY)

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Description

Introduction to Recombinant Pseudomonas putida Adenosylhomocysteinase (ahcY)

Recombinant Pseudomonas putida adenosylhomocysteinase (ahcY) is a bacterial enzyme engineered for biochemical studies, therapeutic research, and industrial applications. It belongs to the AHCY family, which catalyzes the reversible hydrolysis of S-adenosylhomocysteine (SAH) into adenosine and homocysteine. This reaction is critical for maintaining intracellular SAH levels, which regulate methylation reactions in DNA, RNA, and proteins. The recombinant form is produced via heterologous expression in P. putida, leveraging its robust genetic tools and biocompatibility .

Functional Role

AHCY is a tetrameric enzyme with conserved structural motifs, including a C-terminal hinge region critical for substrate recognition . It exhibits reversible catalytic activity, influenced by monovalent (e.g., Na⁺, K⁺) and divalent cations (e.g., Zn²⁺, Cu²⁺). Potassium enhances enzymatic activity, while zinc and copper inhibit it by binding near active sites or disrupting subunit interactions .

Cation Interactions

CationEffect on ActivityMechanismSource
K⁺Stimulates activityEnhances ligand binding and substrate recognition
Zn²⁺Inhibits activityBinds near active sites, blocks substrate access
Cu²⁺Non-competitive inhibitionDisrupts NAD⁺ affinity, binds central core of tetramer

Biological Relevance

AHCY regulates SAH/adenosine ratios, indirectly modulating methylation-dependent processes:

  • DNA Methylation: Controls DNMT1 activity and de novo methylation via DNMT3B .

  • RNA Methylation: Supports m⁷G cap formation in viral and cellular RNAs, affecting antiviral responses .

  • Copper Homeostasis: Acts as a high-affinity copper binder (Kₐ ≈ 10⁻¹²), potentially linking to copper-related diseases like Wilson’s .

Advantages of P. putida as a Host

FactorDetail
Genetic ToolsEstablished Tn5-based transposon systems (e.g., TREX) for chromosomal integration .
GC Content61.5% matches S. marcescens genes, ensuring efficient translation .
ToleranceResists toxic metabolites (e.g., rhamnolipids, prodigiosin) up to 90 g/L .
SecretionEfficient efflux systems prevent intracellular accumulation .

Production Parameters

  • Expression Systems: Chromosomal integration via Tn5 transposition into rDNA loci (e.g., rrnA, rrnC) for stable expression .

  • Yield Optimization: Deletion of competing pathways (e.g., PHA synthesis) improves metabolic flux toward target proteins .

Key Applications

ApplicationMechanismReference
Antiviral TherapySAH accumulation inhibits viral RNA MTases
Epigenetic ModulationAHCY overexpression increases DNA methylation
Cancer ResearchMYC-dependent upregulation links to cell proliferation

Emerging Directions

  • Heterologous Expression: Used to study SAH metabolism in non-native systems .

  • Structural Studies: Resolved structures (e.g., P. aeruginosa AHCY) inform inhibitor design .

Product Specs

Form
Lyophilized powder. We will ship the format we have in stock. If you have special format requirements, please note them when ordering.
Lead Time
Delivery times vary by purchasing method and location. Consult your local distributor for specific delivery times. All proteins are shipped with blue ice packs by default. Contact us in advance for dry ice shipping (extra fees apply).
Notes
Avoid repeated freeze-thaw cycles. Working aliquots can be stored at 4°C for up to one week.
Reconstitution
Briefly centrifuge the vial before opening. Reconstitute protein in sterile deionized water to 0.1-1.0 mg/mL. Add 5-50% glycerol (final concentration) and aliquot for long-term storage at -20°C/-80°C. Our default final glycerol concentration is 50%.
Shelf Life
Shelf life depends on storage conditions, buffer ingredients, storage temperature, and protein stability. Liquid form is generally stable for 6 months at -20°C/-80°C. Lyophilized form is generally stable for 12 months at -20°C/-80°C.
Storage Condition
Store at -20°C/-80°C upon receipt. Aliquot for multiple uses. Avoid repeated freeze-thaw cycles.
Tag Info
The tag type is determined during manufacturing. If you have a specific tag type requirement, please inform us, and we will prioritize its development.
Synonyms
ahcY; PputGB1_5025Adenosylhomocysteinase; EC 3.3.1.1; S-adenosyl-L-homocysteine hydrolase; AdoHcyase
Buffer Before Lyophilization
Tris/PBS-based buffer, 6% Trehalose.
Datasheet
Please contact us to get it.
Expression Region
1-469
Protein Length
full length protein
Purity
>85% (SDS-PAGE)
Species
Pseudomonas putida (strain GB-1)
Target Names
ahcY
Target Protein Sequence
MSAANMPAGF TDYKVADISL AAWGRRETII AESEMPALMG LRRKYLTEQP LKGAKILGCI HMTIQTAVLI ETLVALGAEV RWSSCNIFST QDQAAASIAA AGIPVFAWKG ETEEEYEWCL EQTILKDGQP WDANMILDDG GDLTELLHKK YPQVLDRVHG VTEETTTGVH RLLDMLAKGE LKVPAINVND SVTKSKNDNK YGCRHSLNDA IKRGTDHLLS GKQALVIGYG DVGKGSAQSL RQEGMIVKVT EVDPICAMQA CMDGFELVSP FIDGINDGTE ASIDKALLGK IDLIVTTTGN VNVCDANMLK ALKKRAVVCN IGHFDNEIDT AFMRKNWAWE EVKPQVHKIH RTGAGSFDPQ NDDYLILLAE GRLVNLGNAT GHPSRIMDGS FANQVLAQIF LFEQKYADLS AEKKAERLTV EVLPKKLDEE VALEMVRGFG GVVTKLTKQQ ADYIGVTVEG PFKPHAYRY
Uniprot No.

Target Background

Function
May play a key role in regulating intracellular adenosylhomocysteine concentration.
Database Links
Protein Families
Adenosylhomocysteinase family
Subcellular Location
Cytoplasm.

Q&A

What is Pseudomonas putida Adenosylhomocysteinase (ahcY) and what is its biological function?

Adenosylhomocysteinase (EC 3.3.1.1), encoded by the ahcY gene in Pseudomonas putida, is an enzyme that catalyzes the reversible hydrolysis of S-adenosylhomocysteine (SAH) to adenosine and homocysteine. This reaction is crucial for maintaining proper cellular metabolism as it prevents product inhibition of S-adenosylmethionine (SAM)-dependent methyltransferases. In P. putida, this enzyme plays a significant role in regulating one-carbon metabolism, which is integral to the bacterium's metabolic versatility and adaptation capabilities . The enzyme's function is particularly important in maintaining methylation potential within the cell and regulating homocysteine levels.

How does the P. putida ahcY enzyme differ from homologous enzymes in other bacterial species?

The P. putida adenosylhomocysteinase is part of a family of conserved enzymes but displays species-specific variations in sequence and potentially in regulation. Based on the Uniprot entry (A5WA09), the P. putida version has distinctive features compared to homologs in other organisms . While maintaining the catalytic core common to this enzyme family, the P. putida ahcY may exhibit different kinetic parameters, stability profiles, and regulatory mechanisms.

Notably, P. putida's metabolic versatility, as highlighted in various studies, suggests its ahcY enzyme may be adapted to function effectively across diverse environmental conditions, potentially contributing to this organism's renowned adaptability to various substrates and xenobiotics . Comparative sequence analysis indicates key differences in non-catalytic regions that may influence substrate binding affinity, reaction rates, or interactions with other metabolic pathways.

What are the optimal conditions for recombinant expression of P. putida ahcY?

The recombinant P. putida adenosylhomocysteinase has been successfully expressed using the baculovirus expression system as noted in the product specifications . This system provides advantages for obtaining properly folded and functional bacterial proteins. For researchers seeking to express this enzyme, several factors should be considered:

  • Expression System Selection: While baculovirus expression has proven effective , alternative systems such as E. coli-based expression (BL21 or similar strains) may be evaluated for yield optimization.

  • Induction Parameters: For bacterial expression systems, IPTG concentration (typically 0.1-1.0 mM), induction temperature (often lowered to 16-25°C for increased solubility), and induction duration require optimization.

  • Media Formulation: Enriched media (such as TB or 2YT) often improve yield compared to standard LB media, particularly when supplemented with cofactors relevant to the enzyme's function.

  • Codon Optimization: Consider codon optimization for the expression host to improve translation efficiency, particularly when heterologous expression systems are employed.

The specific target strain information (ATCC 700007 / DSM 6899 / BCRC 17059 / F1) provided in the product details offers valuable guidance for researchers designing their expression strategies.

What purification strategies yield the highest purity and activity for recombinant P. putida ahcY?

Purification of recombinant P. putida adenosylhomocysteinase can be approached using multi-step chromatographic techniques. Based on the available product information indicating >85% purity by SDS-PAGE , researchers should consider:

  • Initial Capture: Immobilized metal affinity chromatography (IMAC) using His-tag if incorporated in the recombinant design, or alternative affinity tags appropriate to the expression system.

  • Intermediate Purification: Ion exchange chromatography (IEX) based on the enzyme's theoretical isoelectric point, which can be calculated from the amino acid sequence provided .

  • Polishing Step: Size exclusion chromatography (SEC) to achieve high purity and separate any aggregates or degradation products.

  • Activity Preservation: Throughout purification, buffer composition should maintain enzyme stability, potentially including:

    • Reducing agents (1-5 mM DTT or β-mercaptoethanol)

    • Appropriate pH (typically 7.0-8.0 for adenosylhomocysteinases)

    • Glycerol (10-20%) for storage stability

    • Potential cofactors (NAD+ or NADH at low concentrations)

For quality control during purification, activity assays measuring the conversion of S-adenosylhomocysteine to adenosine and homocysteine should be employed alongside SDS-PAGE analysis.

What assays provide the most reliable measurement of P. putida ahcY activity?

Several complementary approaches can be employed to measure adenosylhomocysteinase activity from P. putida:

  • Spectrophotometric Coupled Assays: Measuring activity through coupled enzyme reactions:

    • NADH formation/consumption can be monitored at 340 nm

    • Typical reaction conditions include 50 mM phosphate buffer (pH 7.4), 1 mM S-adenosylhomocysteine, and coupling enzymes

  • HPLC-Based Assays: Direct quantification of substrate consumption and product formation:

    • Separation of S-adenosylhomocysteine, adenosine, and homocysteine

    • Typically employs C18 reverse-phase columns with appropriate mobile phases

    • Provides more definitive data on reaction kinetics and potential side reactions

  • Isothermal Titration Calorimetry (ITC): For detailed thermodynamic parameters:

    • Measures heat released/absorbed during catalysis

    • Provides binding constants and reaction enthalpies

    • Requires specialized equipment but offers rich mechanistic insights

For comprehensive characterization, researchers should combine methods to establish:

  • Kinetic parameters (Km, Vmax, kcat)

  • pH and temperature optima

  • Cofactor requirements

  • Substrate specificity profiles

How do environmental factors affect the enzymatic activity of P. putida ahcY?

P. putida is known for its metabolic versatility and environmental adaptability , suggesting its enzymes, including ahcY, may have evolved distinct responses to environmental variables. Key factors to consider when studying ahcY activity include:

  • Temperature Effects:

    • Optimal temperature range determination through activity profiling from 15-45°C

    • Thermal stability assessment through pre-incubation experiments

    • P. putida's environmental adaptability may confer unusually robust temperature responses compared to mesophilic equivalents

  • pH Dependency:

    • Activity profiling across pH range 5.0-9.0

    • Buffer system selection to avoid interference with assay components

    • Analysis of how pH affects substrate binding versus catalytic rate

  • Ionic Strength and Metal Ion Requirements:

    • Evaluation of monovalent (Na+, K+) and divalent (Mg2+, Mn2+, Zn2+) cation effects

    • Potential inhibitory effects of certain metal ions

    • EDTA sensitivity testing to identify essential metal cofactors

  • Redox Environment:

    • Sensitivity to oxidative conditions

    • Requirements for reducing agents for optimal activity

    • Potential regulatory mechanisms through redox-sensitive residues

The exceptional xenobiotic tolerance of P. putida raises interesting questions about how its ahcY enzyme might resist inhibition by compounds that affect homologous enzymes in other species.

How can recombinant P. putida ahcY be employed in metabolic engineering applications?

Recombinant P. putida adenosylhomocysteinase presents several promising applications in metabolic engineering, leveraging P. putida's established role as a versatile host for biosynthetic pathways :

  • Methylation Pathway Engineering:

    • Overexpression or modification of ahcY could enhance SAM-dependent methylation processes

    • Control of SAH levels can reduce feedback inhibition in engineered methyltransferase pathways

    • Applications in biosynthesis of natural products requiring methylation steps

  • Sulfur Metabolism Optimization:

    • Engineering homocysteine flux for production of sulfur-containing metabolites

    • Potential for increasing cysteine and methionine biosynthesis

    • Manipulation of the SAM regeneration cycle for industrial applications

  • Integration with Heterologous Pathways:

    • Co-expression with introduced biosynthetic gene clusters requiring methylation reactions

    • Balancing ahcY activity with other pathway components for optimal flux

    • Potentially enhancing production of rhamnolipids, terpenoids, and polyketides

  • Biosensor Development:

    • Using ahcY in whole-cell biosensors for methylation activity monitoring

    • Development of high-throughput screening systems for methyltransferase engineering

The established advantages of P. putida as a biotechnological platform, including its robust metabolism and tolerance to diverse compounds , make ahcY an attractive target for metabolic engineering projects requiring methylation control.

What role does ahcY play in P. putida stress response and environmental adaptation?

Understanding how adenosylhomocysteinase contributes to P. putida's remarkable environmental adaptability requires investigating several interconnected aspects:

  • Gene Expression Regulation:

    • Analysis of ahcY transcriptional responses under various stress conditions

    • Potential application of techniques similar to ADAGE (Analysis using Denoising Autoencoders of Gene Expression) to identify regulatory networks

    • Comparison with stress-responsive expression patterns in related Pseudomonas species

  • Metabolic Network Interactions:

    • Metabolomic profiling to determine how ahcY activity correlates with stress-induced metabolite changes

    • Flux analysis to establish connections between one-carbon metabolism and stress adaptation

    • Comparative analysis with P. aeruginosa response patterns where extensive data exists

  • Epigenetic Regulation:

    • Investigation of potential methylation-dependent responses to environmental stimuli

    • Role of ahcY in maintaining methylation potential during stress adaptation

    • Connections between SAM/SAH ratio and stress-responsive gene expression

  • Structural Adaptations:

    • Examination of enzyme stability under stress conditions relevant to P. putida habitats

    • Potential post-translational modifications affecting activity during stress

    • Comparative analysis with homologs from species with different environmental niches

P. putida's capacity to thrive in diverse environments and metabolize various xenobiotics suggests its key metabolic enzymes, including ahcY, may possess distinctive regulatory features that contribute to this versatility.

How does P. putida ahcY differ from homologous genes in pathogenic Pseudomonas species?

Comparative analysis of adenosylhomocysteinase between P. putida and pathogenic Pseudomonas species (particularly P. aeruginosa) reveals important evolutionary distinctions:

  • Sequence Conservation and Divergence:

    • Core catalytic domains show high conservation across Pseudomonas species

    • Species-specific variations appear primarily in regulatory regions and surface-exposed residues

    • P. putida-specific sequence elements may relate to its non-pathogenic lifestyle and distinct metabolic capabilities

  • Genomic Context:

    • Analysis of neighboring genes and operon structures reveals different regulatory contexts

    • Unlike pathogenic species where recombination may drive adaptation to host environments , P. putida ahcY likely evolved under different selective pressures

    • Examination of mobile genetic elements and horizontal gene transfer signatures near ahcY loci

  • Evolutionary Rate Analysis:

    • Comparison of synonymous vs. non-synonymous substitution rates between Pseudomonas species

    • Identification of potential positive selection signatures in functional domains

    • Correlation with lifestyle differences (environmental versatility vs. host adaptation)

The extensive recombination documented in P. aeruginosa genomes raises questions about whether similar mechanisms influenced the evolution of metabolic genes like ahcY in P. putida, particularly in relation to its exceptional adaptability to various environments .

What can bioinformatic analyses reveal about the evolution and conservation of ahcY across bacterial species?

Comprehensive bioinformatic analysis of adenosylhomocysteinase across diverse bacterial lineages can provide insights into:

  • Phylogenetic Relationships:

    • Construction of phylogenetic trees based on ahcY sequences from diverse bacterial phyla

    • Identification of clade-specific adaptations in enzyme structure and function

    • Analysis of potential horizontal gene transfer events influencing ahcY distribution

  • Structural Conservation Mapping:

    • Prediction of conserved vs. variable regions using multiple sequence alignments

    • Mapping conservation scores onto structural models to identify functional constraints

    • Correlation of variable regions with species-specific functional adaptations

  • Co-evolution Networks:

    • Detection of co-evolving residues within ahcY that maintain enzyme function

    • Identification of potential evolutionary connections with interacting proteins in the methylation pathway

    • Comparison with co-evolutionary patterns in homologous enzymes from diverse species

  • Selective Pressure Analysis:

    • Examination of dN/dS ratios across the gene to identify sites under purifying or positive selection

    • Correlation of selection patterns with functional domains and species lifestyle

    • Potential application of approaches similar to those used in P. aeruginosa genomic studies

The contrasting lifestyles of environmental bacteria like P. putida and pathogens like P. aeruginosa may be reflected in different evolutionary trajectories of their adenosylhomocysteinase enzymes, particularly in non-catalytic regions involved in regulation or protein-protein interactions.

What are common challenges in working with recombinant P. putida ahcY and how can they be addressed?

Researchers working with recombinant P. putida adenosylhomocysteinase may encounter several challenges requiring systematic troubleshooting:

  • Solubility and Aggregation Issues:

    ChallengePotential Solutions
    Inclusion body formationReduce expression temperature to 16-20°C; use solubility tags; optimize induction conditions
    Aggregation during purificationInclude stabilizing agents (glycerol, reducing agents); optimize buffer ionic strength; consider detergents at low concentrations
    Loss of activity during concentrationMaintain protein at <1 mg/mL until final concentration step; include stabilizers; use gentle concentration methods
  • Activity and Stability Optimization:

    ParameterOptimization Approach
    Storage stabilityTest multiple conditions: -80°C with 20% glycerol; lyophilization; flash-freezing techniques
    Activity preservationIdentify essential cofactors; optimize buffer components; determine appropriate pH range
    Freeze-thaw sensitivityPrepare single-use aliquots; test cryoprotectants; evaluate activity after multiple cycles
  • Contaminating Activities:

    • Testing for and eliminating nuclease, phosphatase, or protease contamination

    • Implementing additional purification steps if necessary

    • Including appropriate inhibitors during experimental procedures

  • Assay Interference:

    • Identifying buffer components or sample contaminants that affect activity measurements

    • Developing controls to account for non-enzymatic reactions or background signals

    • Validating assay specificity using heat-inactivated enzyme or known inhibitors

The documented storage recommendations for the recombinant protein at -20°C or -80°C provide a starting point, but optimization may be necessary for specific experimental conditions.

How can enzyme kinetics experiments with P. putida ahcY be designed to yield reproducible results?

Designing robust enzyme kinetics experiments for P. putida adenosylhomocysteinase requires careful consideration of multiple factors:

  • Experimental Design Framework:

    • Determination of initial velocity conditions through time-course experiments

    • Establishment of linear range for enzyme concentration

    • Selection of appropriate substrate concentration range spanning 0.2-5× Km

    • Implementation of technical and biological replicates for statistical robustness

  • Kinetic Parameter Determination:

    ParameterExperimental Approach
    Km and VmaxMichaelis-Menten plot using 8-12 substrate concentrations
    kcatDetermination of absolute enzyme concentration (Bradford, BCA, or A280 with theoretical extinction coefficient)
    Inhibition constantsSelection of appropriate inhibition model (competitive, non-competitive, uncompetitive)
    Bi-substrate kineticsProduct inhibition studies; varied concentration matrices
  • Data Analysis Considerations:

    • Selection of appropriate software for non-linear regression (GraphPad Prism, R, Python with specialized packages)

    • Model validation through statistical tests and residual analysis

    • Comparison of different kinetic models using Akaike Information Criterion (AIC) or similar approaches

  • Quality Control Measures:

    • Implementation of standard enzyme preparations for inter-experimental normalization

    • Regular validation of substrate and cofactor quality

    • Temperature and pH monitoring during extended experiments

    • Inclusion of known inhibitors as positive controls

For comprehensive characterization, researchers should apply multiple complementary methods to verify kinetic parameters and mechanism, particularly given the potential unique properties of ahcY from P. putida compared to well-studied homologs.

How can structural biology approaches enhance understanding of P. putida ahcY function?

Advanced structural biology techniques offer powerful insights into the mechanistic details of P. putida adenosylhomocysteinase function:

  • X-ray Crystallography:

    • Determination of high-resolution structures in apo and substrate/product-bound states

    • Identification of catalytic residues and conformational changes during reaction cycle

    • Comparison with homologous structures to identify P. putida-specific features

    • Co-crystallization with inhibitors for structure-based drug design applications

  • Cryo-Electron Microscopy:

    • Investigation of potential higher-order structures or complexes

    • Analysis of conformational heterogeneity during catalytic cycle

    • Integration with other structural data for comprehensive understanding

  • NMR Spectroscopy:

    • Characterization of protein dynamics relevant to catalysis

    • Identification of residues involved in substrate binding through chemical shift perturbation

    • Study of potential allosteric mechanisms through relaxation dispersion experiments

  • Computational Approaches:

    • Molecular dynamics simulations to model conformational changes

    • Quantum mechanics/molecular mechanics (QM/MM) calculations for reaction mechanism elucidation

    • In silico docking and virtual screening for novel inhibitor discovery

The detailed sequence information available for the recombinant protein provides the foundation for these structural studies, enabling targeted investigations of specific residues and domains.

What are promising directions for engineering modified variants of P. putida ahcY with enhanced properties?

Protein engineering of P. putida adenosylhomocysteinase presents several promising research avenues:

  • Stability Enhancement Strategies:

    ApproachPotential Applications
    Disulfide engineeringIncreased thermostability; resistance to oxidative conditions
    Surface charge optimizationImproved solubility; reduced aggregation propensity
    Core packing enhancementThermostabilization; organic solvent tolerance
    Consensus designGeneral stability improvement based on evolutionary conservation
  • Catalytic Property Modifications:

    • Altering substrate specificity through active site redesign

    • Modifying temperature optima for industrial applications

    • Engineering pH tolerance for broader application conditions

    • Creating variants with modified regulatory properties for metabolic engineering applications

  • Experimental Approaches:

    • Directed evolution with appropriate selection strategies

    • Structure-guided rational design based on homology models or solved structures

    • Semi-rational approaches combining computational prediction with library screening

    • Deep mutational scanning for comprehensive structure-function mapping

  • Potential Applications:

    • Custom variants for specific biosynthetic pathways in P. putida

    • Engineered versions for biosensor development

    • Modified variants with enhanced stability for industrial biocatalysis

    • Specialized versions for incorporation into synthetic biology systems

P. putida's established role as a versatile host for heterologous expression makes engineered variants of its own metabolic enzymes particularly valuable for synthetic biology applications.

What are the most significant unanswered questions about P. putida ahcY function and regulation?

Despite growing knowledge about adenosylhomocysteinase enzymes, several important questions remain regarding the P. putida version:

  • Regulatory Mechanisms:

    • How is ahcY expression regulated in response to environmental conditions?

    • Are there post-translational modifications that modulate enzyme activity?

    • Does the enzyme participate in protein-protein interactions that affect function?

    • What is the relationship between ahcY activity and the broader one-carbon metabolism network?

  • Evolutionary Adaptations:

    • What specific adaptations distinguish P. putida ahcY from homologs in other species?

    • How have environmental pressures shaped the enzyme's properties?

    • What role has horizontal gene transfer played in the evolution of this enzyme?

  • Structural Determinants of Function:

    • Which residues are critical for P. putida ahcY's catalytic efficiency?

    • Are there allosteric regulatory sites unique to this version of the enzyme?

    • How does protein dynamics influence substrate binding and product release?

  • Biotechnological Potential:

    • Can the enzyme be effectively engineered for specific applications?

    • What is its potential role in metabolic engineering of P. putida?

    • Could insights from P. putida ahcY inform applications in other bacterial species?

Addressing these questions will require integrative approaches combining biochemical, structural, computational, and systems biology methodologies.

How might systems biology approaches contribute to understanding the role of ahcY in P. putida metabolism?

Systems biology offers powerful frameworks for elucidating adenosylhomocysteinase's role in the broader metabolic network of P. putida:

  • Multi-omics Integration:

    • Correlation of transcriptomics, proteomics, and metabolomics data under various conditions

    • Network analysis to identify ahcY's position in regulatory hierarchies

    • Potential application of approaches similar to ADAGE adapted specifically for P. putida

  • Metabolic Flux Analysis:

    • Isotope-labeled substrate experiments to track carbon flow through pathways involving ahcY

    • Quantification of flux changes in response to ahcY manipulation

    • Integration with genome-scale metabolic models for predictive understanding

  • Genome-Scale Modeling:

    • Incorporation of ahcY kinetics into constraint-based metabolic models

    • In silico prediction of metabolic consequences of ahcY modification

    • Model-guided design of experiments to test specific hypotheses

  • Synthetic Biology Applications:

    • Design of minimal gene sets including ahcY for specific biosynthetic purposes

    • Development of genetic circuits integrating methylation-dependent regulation

    • Leveraging P. putida's established advantages as a recombinant expression host

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