Recombinant GMP synthase [glutamine-hydrolyzing] (guaA)

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Description

Recombinant Expression Systems

Recombinant guaA has been expressed in multiple hosts with distinct advantages:

Host SystemYieldTurnaround TimeKey FeaturesSource
Escherichia coliHighShort (~72 hrs)Cost-effective; minimal PTMs
YeastHighModerateEukaryotic folding machinery
Insect CellsMediumLong (~7 days)Complex PTMs (e.g., phosphorylation)
Mammalian CellsLowLongestHuman-like PTMs for functional studies

Purification: His-tagged variants (e.g., Streptococcus agalactiae guaA) are purified via affinity chromatography, achieving >85% purity .

Enzyme Kinetics and Mutational Studies

Steady-state kinetics reveal substrate-specific cooperativity:

  • Ordered substrate binding: ATP-Mg²⁺ binds first, followed by XMP, with glutamine binding randomly .

  • Mutational effects:

    • C89A/C113A (GATase): Abolishes glutamine-dependent activity but retains NH₃ utilization .

    • E374L (ATPPase): Reduces adenyl-XMP formation by 3.5× and eliminates interdomain communication .

ParameterWild-TypeC89A MutantE374L Mutant
kₐₜ (min⁻¹)37 ± 300
Kₘ (Gln, mM)0.35128 ± 13128 ± 13
NH₃ UtilizationYesYesImpaired

Data from Plasmodium falciparum and Escherichia coli studies .

Clinical and Therapeutic Relevance

  • Antimicrobial target: Cryptococcus neoformans gua1Δ mutants show attenuated virulence and growth defects in murine models .

  • Riboswitch regulation: In Clostridioides difficile, guaA expression is controlled by a guanine-responsive riboswitch, a potential target for antisense antibiotics .

  • Cancer therapy: GMPS inhibitors (e.g., acivicin) are explored for targeting nucleotide-hungry malignancies .

Applications in Biocatalysis

  • Industrial GMP production: E. coli-expressed guaA achieves 60–70% conversion efficiency in XMP-to-GMP reactions .

  • Mutant libraries: Tryptophan-to-phenylalanine substitutions (e.g., W42F/W85F) improve solubility without compromising activity .

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 time varies by purchase method and location. Consult local distributors for specific delivery times. All proteins are shipped with blue ice packs by default. Requesting dry ice will incur extra fees.
Notes
Avoid repeated freezing and thawing. Store working aliquots 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 components, temperature, and protein stability. Liquid form: 6 months at -20°C/-80°C. Lyophilized form: 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
Tag type is determined during manufacturing. If you require a specific tag, please inform us, and we will prioritize its development.
Synonyms
guaA; Ecok1_24390; APECO1_4019GMP synthase [glutamine-hydrolyzing]; EC 6.3.5.2; GMP synthetase; Glutamine amidotransferase
Buffer Before Lyophilization
Tris/PBS-based buffer, 6% Trehalose.
Datasheet
Please contact us to get it.
Expression Region
1-525
Protein Length
full length protein
Purity
>85% (SDS-PAGE)
Species
Escherichia coli O1:K1 / APEC
Target Names
guaA
Target Protein Sequence
MTENIHKHRI LILDFGSQYT QLVARRVREL GVYCELWAWD VTEAQIRDFN PSGIILSGGP ESTTEENSPR APQYVFEAGV PVFGVCYGMQ TMAMQLGGHV EASNEREFGY AQVEVVNDSA LVRGIEDALT ADGKPLLDVW MSHGDKVTAI PSDFVTVAST ESCPFAIMAN EEKRFYGVQF HPEVTHTRQG MRMLERFVRD ICQCEALWTP AKIIDDAVAR IREQVGDDKV ILGLSGGVDS SVTAMLLHRA IGKNLTCVFV DNGLLRLNEA EQVLDMFGDH FGLNIVHVPA EDRFLSALAG ENDPEAKRKI IGRVFVEVFD EEALKLEDVK WLAQGTIYPD VIESAASATG KAHVIKSHHN VGGLPKEMKM GLVEPLKELF KDEVRKIGLE LGLPYDMLYR HPFPGPGLGV RVLGEVKKEY CDLLRRADAI FIEELRKADL YDKVSQAFTV FLPVRSVGVM GDGRKYDWVV SLRAVETIDF MTAHWAHLPY DFLGRVSNRI INEVNGISRV VYDISGKPPA TIEWE
Uniprot No.

Target Background

Function
Catalyzes the synthesis of GMP from XMP.
Database Links

Q&A

What is the biochemical role of GMP synthase in cellular metabolism?

GMP synthase catalyzes the conversion of xanthosine monophosphate (XMP) to guanosine monophosphate (GMP), utilizing ATP and glutamine as co-substrates. This reaction represents the final step in de novo GMP biosynthesis. GMP serves as the precursor to GTP that supports key cellular processes including DNA replication, transcription, and translation, while also serving as an energy source in numerous cellular processes . The enzyme belongs to the glutamine amidotransferase (GAT) family and coordinates two distinct catalytic chemistries at separated active sites.

What are the structural differences between GMP synthases from different organisms?

GMP synthases exist in two primary structural configurations. In bacteria and eukaryotes, they are "two-domain" enzymes where the glutamine amidotransferase (GATase) and ATP pyrophosphatase (ATPPase) modules reside within a single polypeptide chain . In contrast, many archaea possess "two-subunit" enzymes where these domains exist as independent proteins encoded by different genes . The GMPS from Plasmodium falciparum (PfGMPS) exhibits unique features, including an 85° rotation of the GATase domain required for ammonia channeling during catalysis . This structural diversity reflects evolutionary adaptations while maintaining the fundamental catalytic mechanism.

How do the two catalytic domains coordinate their activities in GMP synthase?

The two catalytic domains of GMP synthase exhibit sophisticated coordination. The ATPPase domain binds ATP·Mg²⁺ and XMP, catalyzing the formation of the adenyl-XMP intermediate . This substrate binding allosterically activates the GATase domain, leading to glutamine binding and hydrolysis. The ammonia generated is then channeled through a molecular tunnel to the ATPPase active site, where it performs a nucleophilic attack on adenyl-XMP to generate GMP . In PfGMPS, studies have revealed that the products of the two domains are produced in stoichiometric amounts, confirming that the reactions are synchronized . This bidirectional domain crosstalk enables precise coordination of the two reaction rates .

What is the optimal protocol for cloning and recombinant expression of guaA?

For efficient cloning and expression of recombinant guaA, researchers should follow this methodological approach:

  • Gene Amplification: Amplify the guaA gene using PCR with primers containing appropriate restriction sites. For example, the guaA gene from Candidatus Liberibacter asiaticus was amplified using forward primer 5′-gcgcggatccatgcacaagagagaaagatcaag-3′ and reverse primer 5′-gcgcctcgagttattcccattcaatagttgc-3′ .

  • Vector Preparation: Digest the PCR product and expression vector (e.g., pET28atplus) with appropriate restriction enzymes (e.g., BamHI and XhoI).

  • Ligation and Transformation: Ligate the digested gene fragment into the expression vector and transform into an appropriate E. coli strain for plasmid propagation (e.g., DH5α) .

  • Sequence Verification: Confirm the sequence accuracy through DNA sequencing.

  • Expression Optimization: Transform the verified plasmid into an expression host (typically E. coli BL21(DE3)). Optimize expression conditions considering temperature (18-25°C often yields better folding), IPTG concentration (0.1-1 mM), and induction time (4-16 hours).

  • Extraction and Purification: Lyse cells using appropriate buffer systems containing protease inhibitors, and proceed with purification using affinity chromatography based on the incorporated affinity tag.

What methods can distinguish between functional and non-functional recombinant GMP synthase?

Several analytical approaches can differentiate between functional and non-functional recombinant GMP synthase:

  • Spectrophotometric Assay: Monitor the decrease in absorbance at 290 nm upon conversion of XMP to GMP. This continuous assay provides direct evidence of enzymatic activity .

  • Coupled Enzyme Assay: For GATase activity, use L-glutamate dehydrogenase as a coupling enzyme to measure glutamate formation by monitoring NADH production at 340 nm .

  • Thermal Shift Assay: Assess protein stability and ligand binding by measuring changes in the protein's melting temperature upon addition of substrates or cofactors.

  • Isothermal Titration Calorimetry: Quantify binding affinities for substrates and determine if the recombinant enzyme maintains proper substrate recognition.

  • Circular Dichroism: Compare the secondary structure profile with reference spectra to verify proper folding.

  • Size Exclusion Chromatography: Confirm the oligomeric state and homogeneity of the purified enzyme.

  • Product Analysis: Use HPLC or mass spectrometry to directly identify and quantify GMP formation from XMP.

How does buffer composition affect GMP synthase stability and activity during purification?

Buffer composition critically impacts GMP synthase stability and activity during purification. Based on research findings, the following components should be considered:

  • pH Range: Optimal stability is typically achieved at pH 7.5-8.5, with Tris-HCl being a common buffer choice .

  • Divalent Cations: MgCl₂ (5-20 mM) is essential for maintaining structural integrity and is required for ATP binding .

  • Reducing Agents: DTT (0.1-1 mM) or β-mercaptoethanol protects catalytic cysteine residues from oxidation .

  • Chelating Agents: Low concentrations of EDTA (0.1 mM) help remove trace heavy metals that might inactivate the enzyme .

  • Salt Concentration: Moderate salt concentrations (50-150 mM KCl or NaCl) stabilize the enzyme structure and reduce non-specific interactions during purification.

  • Substrate Stabilization: Adding low concentrations of substrates or substrate analogs can significantly enhance stability.

  • Glycerol: Including 5-10% glycerol helps prevent aggregation and extends shelf-life.

  • Protease Inhibitors: Recommended during initial extraction to prevent proteolytic degradation.

Research with PfGMPS and CLas GMPS demonstrates that buffer optimization can increase enzyme half-life from hours to weeks when stored at 4°C .

What are the established methods for measuring the distinct catalytic activities of GMP synthase?

Researchers have developed specific methods for measuring the distinct catalytic activities of GMP synthase:

  • GATase Activity (Glutamine Hydrolysis):

    • Coupled Enzyme Assay: The glutamate produced is converted to α-ketoglutarate by L-glutamate dehydrogenase with concomitant reduction of NAD⁺ to NADH, monitored at 340 nm .

    • Reaction Conditions: 100 mM Tris-HCl (pH 8.5), 20 mM glutamine, 150 μM XMP, 3 mM ATP, 20 mM MgCl₂, 0.5 mM NAD⁺, 50 mM KCl, 0.1 mM EDTA, and 0.1 mM DTT .

    • Quantification: Based on NADH formation using Δε value of 6220 M⁻¹ cm⁻¹.

  • ATPPase Activity (XMP to GMP Conversion):

    • Direct Spectrophotometric Assay: Monitors the decrease in absorbance at 290 nm as XMP is converted to GMP .

    • Reaction Conditions: 50 mM Tris-HCl (pH 8.5), 150 μM XMP, 2 mM ATP, 5 mM glutamine, 20 mM MgCl₂, 0.1 mM EDTA, and 0.1 mM DTT .

    • Quantification: Based on the change in absorbance using the appropriate extinction coefficient.

  • ATP Hydrolysis:

    • Malachite Green Assay: Measures released inorganic phosphate.

    • Coupled Enzyme Assay: Using pyruvate kinase and lactate dehydrogenase to monitor ADP formation.

These methods can be adapted for high-throughput screening of inhibitors or for characterizing enzyme variants.

How do substrate concentrations influence the kinetic parameters of GMP synthase?

Substrate concentrations significantly influence the kinetic behavior of GMP synthase through complex mechanisms:

  • Substrate Interdependence: When determining kinetic parameters, two substrates must be maintained at saturating levels while varying the third substrate concentration. This approach reveals that the binding of ATP and XMP to the ATPPase domain dramatically affects glutamine binding affinity at the GATase domain.

  • Allosteric Activation: In PfGMPS, ATP·Mg²⁺ and XMP binding to the ATPPase domain increases glutaminase activity 8-12 fold by lowering the K<sub>m(app)</sub> for glutamine by approximately 360-fold . This represents one of the most significant allosteric activations reported among glutamine amidotransferases.

  • Ammonia vs. Glutamine Utilization: GMP synthase can utilize either glutamine or free ammonia as the nitrogen source. Kinetic studies comparing these pathways reveal that:

    • Glutamine-dependent activity shows sigmoidal kinetics with respect to ATP concentration

    • Ammonia-dependent activity follows Michaelis-Menten kinetics

    • The catalytic efficiency for glutamine-dependent GMP formation is typically higher than for ammonia-dependent formation

  • Product Inhibition: AMP and PPi, products of the ATPPase reaction, can competitively inhibit ATP binding, particularly at high substrate turnover rates, affecting the steady-state kinetics.

These complex interactions must be carefully considered when designing kinetic experiments and interpreting results.

What mechanistic insights have been gained from studying the adenyl-XMP intermediate formation?

Studies of the adenyl-XMP intermediate have provided crucial mechanistic insights into GMP synthase function:

  • Reaction Mechanism: The formation of adenyl-XMP occurs through a nucleophilic attack by the 2'-OH group of XMP on the α-phosphate of ATP, forming a covalent bond and releasing pyrophosphate . This adenylated intermediate then undergoes nucleophilic attack by ammonia at the C2 position.

  • Rate-Limiting Step: Kinetic isotope effect studies and positional isotope exchange experiments have established that the formation of adenyl-XMP precedes ammonia generation from glutamine, and that this intermediate formation may be rate-limiting under certain conditions .

  • Structural Rearrangements: Crystal structures have revealed that adenyl-XMP formation triggers critical conformational changes that open the ammonia tunnel between domains, demonstrating how the chemical step directly enables the physical pathway for ammonia transport .

  • Domain Communication: The adenyl-XMP intermediate serves as a signal that activates the GATase domain, establishing a molecular mechanism for synchronizing the two catalytic activities .

  • Inhibitor Design: Understanding the structure and formation kinetics of adenyl-XMP has guided the development of transition-state analogs as potential enzyme inhibitors, particularly relevant for antimicrobial drug discovery .

How does the 85° rotation of the GATase domain enable ammonia channeling in GMP synthase?

The 85° rotation of the GATase domain represents a remarkable molecular mechanism critical for GMP synthase function:

  • Tunnel Formation: Crystal structures of PfGMPS have revealed that this large-scale rotation, accompanied by a 3 Å translation, is essential for forming the ammonia tunnel that connects the two active sites separated by approximately 30 Å .

  • Conformational Trigger: The rotation is triggered by substrate binding at the ATPPase domain and is coordinated with adenyl-XMP intermediate formation, ensuring that the ammonia tunnel opens only when the acceptor complex is ready .

  • Structural Components: Key structural elements facilitating this rotation include:

    • Helix 371-375, which contains critical catalytic residues

    • Loop 376-401, which undergoes significant rearrangements during the rotation trajectory

    • Glu374, which plays a central role in allostery and inter-domain communication

  • Functional Consequences: This rotation mechanism:

    • Prevents premature hydrolysis of glutamine when ATPPase substrates are absent

    • Ensures efficient ammonia transfer without loss to the bulk solvent

    • Synchronizes the two catalytic reactions for optimal efficiency

This elegant mechanism demonstrates how large-scale protein dynamics can be harnessed to coordinate separate chemical reactions and prevent futile substrate consumption.

Which critical residues are involved in inter-domain communication and what happens when they are mutated?

Inter-domain communication in GMP synthase depends on several critical residues, with distinct consequences when mutated:

  • Glu374: Located in the helix 371-375, this residue plays a central role in allostery and inter-domain communication. Mutation disrupts the coordination between GATase and ATPPase activities, severely compromising catalytic synchronization .

  • Catalytic Triad (Cys-His-Glu): In the GATase domain, mutations to these residues not only eliminate glutaminase activity but also disrupt signals transmitted to the ATPPase domain, demonstrating bidirectional communication .

  • Interface Residues: Mutations at the domain interface affect:

    • The domain rotation mechanics

    • Formation of the ammonia tunnel

    • Transmission of allosteric signals between domains

  • ATP and XMP Binding Residues: Mutations affecting substrate binding in the ATPPase domain prevent allosteric activation of the GATase domain, even when these mutations don't directly disrupt the ATPPase catalytic mechanism .

Mutational studies with PfGMPS_C89A (inactive for GATase) have shown that glutamine binding to this mutant inhibits ammonia-dependent GMP formation, providing strong evidence for bidirectional domain crosstalk essential for coordinating the two catalytic activities .

How do conformational changes in GMP synthase differ between one-chain and two-subunit enzyme variants?

Conformational changes in one-chain (two-domain) versus two-subunit GMP synthase variants reveal key differences in regulatory mechanisms:

FeatureOne-Chain GMP SynthaseTwo-Subunit GMP Synthase
Subunit AssociationPermanent covalent linkageDynamic, concentration-dependent association
Allosteric ActivationDirect conformational transmission through connecting regionsRequires protein-protein interface remodeling
Activation MagnitudeGenerally higher (8-12 fold in PfGMPS) More variable, often lower
Ammonia TunnelingConsistently efficient due to optimized domain orientationEfficiency depends on proper subunit association
Substrate SensingHighly coordinated across domainsMay show partial independence of catalytic activities
Response to RegulatorsTypically responds as a single unitDifferential regulation of individual subunits possible

In the two-subunit GMPS from Methanocaldococcus jannaschii, glutamine-dependent GMP formation reaches maximum efficiency when the ratio of GATase:ATPPase is precisely 1:1, supporting the ammonia channeling model . In contrast, one-chain enzymes like PfGMPS exhibit intrinsic domain stoichiometry, enabling more precise regulation of catalytic activities and more efficient ammonia channeling .

Why is GMP synthase considered a promising therapeutic target against pathogens?

GMP synthase represents a promising therapeutic target against pathogens for several compelling reasons:

  • Essential Function: GMPS has been demonstrated to be essential for in vitro growth of several pathogens, including Mycobacterium tuberculosis H37Rv .

  • Metabolic Vulnerability: In Clostridioides difficile, inactivation of GMPS significantly impairs growth and reduces the pathogen's capacity to colonize the mouse gut, demonstrating the critical importance of de novo GMP biosynthesis .

  • Regulatory Mechanisms: In some pathogens like C. difficile, the expression of guaA (encoding GMPS) is controlled by a guanine-responsive riboswitch, offering additional targeting opportunities through nucleobase analogs .

  • Structural Distinctiveness: Despite conserved catalytic mechanisms, pathogen GMPSs often display structural features distinct from human GMPS, providing a basis for selective inhibition.

  • Multiple Druggable Sites: The enzyme offers several potential targeting strategies:

    • The glutamine binding site in the GATase domain

    • The ATP and XMP binding pockets in the ATPPase domain

    • The inter-domain interface critical for ammonia channeling

    • The allosteric communication network between domains

  • Precedent in Related Targets: Success with inhibitors of related purine biosynthetic enzymes (e.g., IMP dehydrogenase) suggests GMPS is similarly druggable.

  • Cancer and Immunosuppression: Beyond antimicrobials, GMPS inhibitors show potential as anti-cancer and immunosuppressive agents due to the increased nucleotide metabolism in rapidly proliferating cells .

What high-throughput screening methods are most effective for identifying GMP synthase inhibitors?

Several high-throughput screening methods have proven effective for identifying GMP synthase inhibitors:

A multi-method approach combining virtual screening followed by biochemical validation has proven particularly effective, as demonstrated in research with CLas GMPS inhibitor discovery .

How can site-directed mutagenesis of GMP synthase advance our understanding of nucleotide metabolism regulation?

Site-directed mutagenesis of GMP synthase offers powerful insights into nucleotide metabolism regulation through several experimental approaches:

  • Dissecting Allosteric Networks:

    • Mutations in the helix 371-375 and loop 376-401 can disrupt the conformational changes required for domain rotation and ammonia channeling

    • Systematic mutation of interface residues reveals the molecular basis of interdomain communication

    • Glu374 mutations specifically disrupt allosteric activation, providing a tool to study uncoordinated domain activities

  • Understanding Substrate Specificity:

    • Mutations in binding pockets can alter substrate preference or enable utilization of non-natural substrates

    • Creating enzymes with modified nucleotide specificity allows tracing of metabolic flux

    • Residue substitutions between species can identify determinants of organism-specific regulatory features

  • Probing Metabolic Integration:

    • Mutations affecting regulatory sites can reveal how GMPS activity responds to cellular energy status

    • Creating constitutively active variants by disrupting inhibitory interactions provides a tool to study metabolic consequences

    • Engineering GMPS variants insensitive to feedback inhibition can reveal downstream regulatory mechanisms

  • Developing Research Tools:

    • Tagged variants with preserved activity serve as reporters in cellular localization studies

    • Split protein complementation using GMPS domains can monitor protein-protein interactions

    • Mutations generating temperature-sensitive variants enable controlled disruption of GMP synthesis

  • Evolutionary Perspectives:

    • Reconstructing ancestral sequences through mutation can reveal the evolutionary trajectory of nucleotide metabolism

    • Comparing effects of identical mutations across species illuminates evolutionary constraints and adaptations

These approaches have already yielded significant insights into the synchronization of GATase and ATPPase activities in PfGMPS and continue to expand our understanding of nucleotide metabolism regulation across different organisms.

What crystallographic approaches have been most successful for capturing the conformational states of GMP synthase?

Several specialized crystallographic approaches have successfully captured different conformational states of GMP synthase:

  • Co-crystallization with Substrate Analogs:

    • Using non-hydrolyzable ATP analogs (AMPPNP, ATPγS) to trap pre-reaction states

    • Employing XMP analogs to stabilize specific binding conformations

    • Co-crystallizing with glutamine analogs (like DON) to capture the glutamine-bound state

  • Mutant-based Stabilization:

    • Catalytically inactive mutants (e.g., C89A in PfGMPS) to trap glutamine-bound states

    • Interface mutations that restrict domain movement, capturing intermediate states

    • Active site mutations that slow reaction steps, allowing visualization of chemical intermediates

  • Cryo-trapping Techniques:

    • Rapid freezing of crystals at various time points after substrate addition

    • Temperature-controlled crystallography to modulate reaction rates

    • Microfluidic crystal manipulation for time-resolved structures

  • Crystal Engineering:

    • Strategic design of crystal contacts to accommodate domain rotation

    • Crystallization in the presence of domain-specific binding partners

    • Surface entropy reduction mutations to improve crystal quality

  • Data Collection Strategies:

    • High-redundancy data collection to capture minority conformations

    • Multi-temperature crystallography to reveal conformational landscapes

    • Serial crystallography at X-ray free-electron lasers for capturing transient states

These approaches have revealed the remarkable 85° rotation of the GATase domain in PfGMPS and elucidated the conformational dynamics involved in ammonia channeling and interdomain communication .

How can isotope labeling techniques be applied to study the reaction mechanism of GMP synthase?

Isotope labeling techniques provide powerful tools for dissecting the GMP synthase reaction mechanism:

  • Nitrogen-15 Labeling:

    • ¹⁵N-labeled glutamine tracks the fate of the amino group during catalysis

    • ¹⁵N-edited proton NMR spectroscopy has confirmed that ammonia from glutamine is channeled directly to the ATPPase site without equilibrating with external medium

    • Can distinguish between ammonia tunneling versus release and recapture mechanisms

  • Oxygen-18 Labeling:

    • ¹⁸O-labeled water helps identify oxygen exchange during reaction steps

    • ¹⁸O-labeled XMP can track oxygen fate during adenyl-XMP formation and subsequent amination

    • Reveals details about transition state structures and bond cleavage timing

  • Carbon-13 Labeling:

    • ¹³C-labeled substrates enable NMR monitoring of carbon centers during catalysis

    • Particularly useful for tracking glutamine carbon skeleton rearrangements

    • Can be used with solid-state NMR to study the enzyme in different conformational states

  • Deuterium Labeling:

    • Selective deuteration at specific positions reveals kinetic isotope effects

    • Helps identify rate-limiting steps in multi-step reactions

    • Useful for probing hydrogen transfer steps in catalysis

  • Positional Isotope Exchange (PIX):

    • Using specifically labeled ATP to track phosphoryl group migrations

    • Has been instrumental in demonstrating the formation of the adenyl-XMP intermediate

    • Provides information about reversibility of individual reaction steps

These techniques have been crucial in establishing the mechanistic details of GMP synthase catalysis, particularly the coordinated nature of the reactions at the two active sites and the channeling of ammonia between domains.

What computational approaches can predict allosteric communication pathways in GMP synthase?

Advanced computational approaches offer valuable insights into allosteric communication pathways in GMP synthase:

  • Molecular Dynamics Simulations:

    • Long-timescale simulations (>100 ns) capture domain motions and allosteric transitions

    • Targeted molecular dynamics can model the 85° rotation pathway of the GATase domain

    • Gaussian accelerated MD enables sampling of rare conformational transitions

  • Network Analysis Methods:

    • Protein structure networks identify critical residues in communication pathways

    • Community detection algorithms reveal groups of residues that move cooperatively

    • Dynamical network analysis quantifies information flow between domains

  • Normal Mode Analysis:

    • Elastic network models identify intrinsic motions relevant to domain rotation

    • Principal component analysis of simulation trajectories reveals dominant motion modes

    • Identifies low-frequency motions that likely correspond to allosteric transitions

  • Energy Landscape Analysis:

    • Free energy calculations map the conformational landscape between active and inactive states

    • Metadynamics simulations identify energy barriers in allosteric transitions

    • Markov state models capture the kinetics of conformational changes

  • Machine Learning Approaches:

    • Neural networks can predict allosteric hotspots from protein sequence and structure

    • Graph convolutional networks model long-range interactions in protein structures

    • Deep learning methods integrate multiple data types to predict allosteric effects

  • Ensemble-Based Methods:

    • Analyzing multiple conformations reveals conserved interaction networks

    • Mutual information analysis identifies correlated motions between distant regions

    • Information-theoretic approaches quantify allosteric communication efficiency

These computational approaches complement experimental findings and have been particularly valuable in predicting the role of helix 371-375 and loop 376-401 in transmitting allosteric signals between the two catalytic domains of GMP synthase .

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