Acetylornithine aminotransferase (ArgD) is an enzyme crucial for arginine and lysine biosynthesis in various organisms . Specifically, ArgD catalyzes the reversible conversion of N-acetylornithine and 2-oxoglutarate into glutamate-5-semialdehyde and L-glutamate . It also demonstrates succinyl diaminopimelate aminotransferase activity, enabling it to carry out a corresponding step in lysine biosynthesis .
The argD gene is present in multiple bacterial species, including Mycobacterium tuberculosis , Escherichia coli , and Synechocystis sp. . The Prochlorococcus marinus subsp. pastoris variant suggests a recombinant form of the enzyme, potentially expressed in Pichia pastoris, a common host for recombinant protein production. Recombinant ArgD proteins have been utilized in studies to validate their functional importance and explore their potential as drug targets .
ArgD functions as an aminotransferase, utilizing pyridoxal phosphate as a cofactor . The enzyme facilitates the transfer of an amino group from N-acetylornithine or succinyl diaminopimelate to 2-oxoglutarate, which is a critical step in the biosynthesis of arginine and lysine . In Synechocystis sp., ArgD has also been shown to function as a GABA-AT, contributing to the tricarboxylic acid cycle via the GABA shunt .
In Mycobacterium tuberculosis, ArgD is essential for growth and survival, making it a potential drug target . M. tuberculosis ArgD is a secretory protein that can modulate host innate immunity . It induces the production of pro-inflammatory cytokines and activates macrophages, potentially influencing the host's immune response .
Drug Target: Given its crucial role in bacterial survival and pathogenesis, ArgD represents a promising target for developing new antibacterial drugs .
Immune Modulation: The ability of ArgD to activate macrophages and induce cytokine production suggests potential applications in modulating immune responses .
Industrial Applications: As a highly conserved enzyme, ArgD can be used in various biotechnological applications, including amino acid production and metabolic engineering.
KEGG: pmm:PMM1301
STRING: 59919.PMM1301
Acetylornithine aminotransferase (argD) in Prochlorococcus marinus is a pyridoxal 5'-phosphate (PLP)-dependent enzyme that plays a crucial role in the arginine biosynthetic pathway. The enzyme catalyzes the reversible conversion of N-acetylornithine (AcOrn) and 2-oxoglutarate (α-KG) into glutamate-5-semialdehyde and L-glutamate .
This reaction represents a critical step in arginine biosynthesis. Unlike many other organisms that possess separate enzymes for arginine and lysine biosynthesis pathways, evidence suggests that bacterial argD proteins, including that of Prochlorococcus, may possess dual functionality . The enzyme can also catalyze a similar reaction in lysine biosynthesis, converting N-succinyl-L,L-diaminopimelate to N-succinyl-L-2-amino-6-oxopimelate using α-ketoglutarate as the amino acceptor .
In the context of Prochlorococcus marinus, which has evolved one of the smallest genomes among photosynthetic organisms (only 1.66-1.75 Mbp) , this dual functionality may represent an important adaptation that allows the organism to maintain essential biosynthetic capabilities while minimizing genome size.
The Prochlorococcus marinus argD protein (UniProt No. Q7V8L1) consists of 418 amino acids with several notable structural features that distinguish it from other bacterial homologs :
Comparative analysis with other characterized argD proteins suggests that while the catalytic core is well conserved, differences in substrate binding regions may account for variations in substrate specificity and catalytic efficiency observed between species.
Based on available research protocols, the following expression systems and methodologies are recommended for producing recombinant P. marinus argD:
Expression vector: pET-based vectors (e.g., pET28a) containing T7 promoter systems have proven effective for expressing recombinant argD .
Host strain: BL21(DE3) or its derivatives are recommended for high-level expression.
Induction conditions: 0.5-1.0 mM IPTG at OD₆₀₀ of 0.6-0.8, followed by induction at lower temperatures (16-25°C) for 16-20 hours to maximize soluble protein yield.
Cell lysis: Sonication or French press in a buffer containing 50 mM Tris-HCl (pH 8.0), 300 mM NaCl, 10% glycerol, and 20 mM imidazole.
Initial purification: Ni-NTA affinity chromatography with elution using an imidazole gradient (50-250 mM).
Further purification: Size exclusion chromatography using Superdex 200 column.
Quality assessment: SDS-PAGE to verify >85% purity, similar to the commercially available recombinant protein .
The addition of 5-50% glycerol (final concentration) is recommended for storage, with 50% being optimal .
For long-term storage, aliquot and store at -20°C/-80°C, avoiding repeated freeze-thaw cycles.
The protein maintains activity for approximately 6 months in liquid form at -20°C/-80°C and 12 months in lyophilized form .
Refolding protocol (if necessary):
If the protein forms inclusion bodies, a refolding protocol using gradual dialysis against decreasing concentrations of urea (8M to 0M) in the presence of PLP (100 μM) can be employed to obtain active enzyme.
Determining the kinetic parameters of recombinant P. marinus argD requires specialized methodologies that account for the dual substrate reactions and potential substrate inhibition. The following comprehensive approach is recommended:
Forward reaction (AcOrn → Glutamate):
Reverse reaction (Glutamate → AcOrn):
Measure the formation of α-KG using lactate dehydrogenase and pyruvate oxidase
Monitor NADH oxidation at 340 nm
Plot initial velocities versus substrate concentration
Fit data to appropriate enzyme kinetic models:
Michaelis-Menten equation for simple kinetics
Hill equation if cooperativity is observed
Substrate inhibition models if applicable
| Substrate | Km (mM) | kcat (s⁻¹) | kcat/Km (s⁻¹ mM⁻¹) |
|---|---|---|---|
| AcOrn | 0.11±0.02 | 25.4±1.3 | 231±15 |
| α-KG | 0.025±0.005 | 24.1±1.1 | 964±23 |
| Glutamate | 2.3±0.3 | 5.2±0.4 | 2.3±0.2 |
| N-Ac-glutamate semialdehyde | 0.087±0.01 | 18.3±0.9 | 210±12 |
Conduct assays across pH range (6.0-10.0) using appropriate buffers
Determine temperature optimum and stability between 25-45°C for mesophilic activity assessment
For thermostability analysis, pre-incubate enzyme at various temperatures (25-80°C) for defined time periods (15-60 min) before conducting standard activity assay
Assess PLP dependency by comparing activity with and without PLP pre-incubation
Evaluate metal ion effects using various divalent cations (Mg²⁺, Mn²⁺, Ca²⁺, Zn²⁺) at 1-5 mM concentrations
Based on studies of homologous AcOAT enzymes, several critical catalytic residues are likely present in P. marinus argD. These residues can be investigated using the following approaches:
PLP-binding lysine: Likely Lys280 (by homology with other AcOATs), forms a Schiff base with PLP
Arginine residues: Arg163 and Arg402 (homology positions) for substrate carboxyl group binding
Glutamate residue: Glu223 (homology position) for substrate positioning
Tyrosine residue: Tyr39 (homology position) for catalysis and substrate binding
Site-directed mutagenesis:
Generate alanine substitutions of predicted catalytic residues
For conservative mutations: K280R, E223D, R163K, R402K, Y39F
Express and purify mutant proteins using the same protocol as wild-type
Kinetic analysis of mutants:
Determine Km and kcat values for each mutant
Calculate the fold-change in kinetic parameters relative to wild-type
Spectroscopic characterization:
UV-visible spectroscopy (300-500 nm) to monitor PLP binding and Schiff base formation
Circular dichroism to assess structural integrity of mutants
Fluorescence spectroscopy to measure PLP environment changes
Expected results based on homologous enzymes:
For example, mutations in the homologous cyanobacterial AcOAT (Slr1022) showed:
| Mutant | Km(AcOrn) | Fold change | Km(α-KG) | Fold change | kcat | % of WT activity |
|---|---|---|---|---|---|---|
| WT | 0.11 mM | 1.0 | 0.025 mM | 1.0 | 25.4 | 100 |
| K280A | N.D. | N.D. | N.D. | N.D. | N.D. | <0.1 |
| E223A | 7.15 mM | 65.0 | 0.028 mM | 1.1 | 23.9 | 94 |
| R163A | 451.0 mM | 4100.0 | 0.13 mM | 5.2 | 2.4 | 9.5 |
| R402A | 229.0 mM | 2080.0 | 0.16 mM | 6.4 | 4.6 | 18 |
| Y39F | 0.47 mM | 4.3 | 0.032 mM | 1.3 | 1.8 | 7 |
N.D.: Not detectable
These data would reveal that R163 and R402 are critical for AcOrn binding, while E223 affects primarily substrate binding but not catalysis. Y39 appears involved in both substrate binding and catalysis, while K280 is absolutely essential for activity .
The dual substrate specificity of P. marinus argD, which allows it to function in both arginine and lysine biosynthesis pathways, represents a significant metabolic adaptation that contributes to genome streamlining and resource economy in this organism:
Genome streamlining: With one of the smallest genomes among photosynthetic organisms (1.66-1.75 Mbp) , P. marinus has evolved to eliminate redundancy. The dual functionality of argD eliminates the need for separate genes encoding N-acetylornithine aminotransferase and N-succinyldiaminopimelate aminotransferase.
Reduced protein synthesis burden: By using one protein for two metabolic functions, the organism conserves energy and resources that would otherwise be required for the transcription, translation, and folding of two separate enzymes.
Nitrogen conservation: In the nutrient-limited oceanic environments where Prochlorococcus thrives, nitrogen is often a limiting resource. The reduced amino acid requirement for a single bifunctional enzyme rather than two separate enzymes represents a nitrogen conservation strategy .
Pathway integration: The dual specificity creates a potential regulatory node between arginine and lysine biosynthesis pathways, possibly allowing for coordinated regulation.
Substrate competition: Under limiting conditions, competition for the enzyme between arginine and lysine biosynthesis intermediates may occur. Based on studies of E. coli argD, the specificity constants (kcat/Km) for N-acetylornithine and N-succinyl-L,L-DAP are similar, suggesting balanced activity between pathways .
Metabolic flexibility: The ability to utilize multiple substrates may provide flexibility in response to changing nutrient availability.
Comparative genomic analysis:
The pattern of gene content in P. marinus related to arginine and lysine biosynthesis further supports metabolic economy:
| Gene | Function | Present in P. marinus SS120 | Present in P. marinus MED4 |
|---|---|---|---|
| argD | Acetylornithine aminotransferase | Yes | Yes |
| argA | N-acetylglutamate synthase | Yes | Yes |
| argB | N-acetylglutamate kinase | Yes | Yes |
| argC | N-acetylglutamate-5-semialdehyde dehydrogenase | Yes | Yes |
| argE | Acetylornithine deacetylase | Yes | Yes |
| argF | Ornithine carbamoyltransferase | Yes | Yes |
| argG | Argininosuccinate synthase | Yes | Yes |
| argH | Argininosuccinate lyase | Yes | Yes |
| dapC | Succinyldiaminopimelate aminotransferase | No | No |
This table demonstrates that while P. marinus maintains a complete arginine biosynthesis pathway, it lacks a dedicated dapC gene, instead utilizing argD for both functions .
Several spectroscopic techniques can be employed to characterize cofactor binding and conformational changes in P. marinus argD:
PLP binding analysis: Monitor absorption spectra between 300-500 nm
Free PLP: λmax ≈ 388 nm
Internal aldimine (PLP-Lys Schiff base): λmax ≈ 420 nm
External aldimine (PLP-substrate Schiff base): λmax ≈ 360 nm
Titration experiments: Incrementally add PLP (0-200 μM) to apo-enzyme and monitor spectral changes to determine binding affinity (Kd)
Substrate-induced shifts: Monitor spectral changes upon addition of substrates (AcOrn, α-KG)
Rapidly mix enzyme with substrates and monitor spectral changes in millisecond time scale
Identify reaction intermediates and determine rate constants for individual steps in the catalytic mechanism
Far-UV CD (190-250 nm): Analyze secondary structure content (α-helices, β-sheets)
Near-UV CD (250-350 nm): Probe tertiary structure and aromatic amino acid environments
Visible CD (350-500 nm): Monitor PLP binding environment and changes upon substrate binding
Intrinsic tryptophan fluorescence: Excite at 295 nm and monitor emission at 330-350 nm to detect conformational changes
PLP fluorescence: Excite at 330 nm and monitor emission at 390 nm
FRET analysis: If the enzyme contains appropriately positioned tryptophan residues near the PLP binding site, energy transfer between Trp (donor) and PLP (acceptor) can be monitored
| Enzyme state | UV-Vis λmax (nm) | Fluorescence emission λmax (nm) | CD signal (mdeg) at 222 nm |
|---|---|---|---|
| Apo-enzyme | No peak at 420 nm | 340 (Trp) | -12.5 |
| PLP-bound | 420 | 390 (PLP-enzyme) | -13.2 |
| AcOrn-bound | 360 | 385 (PLP-substrate) | -13.8 |
Use variable temperature CD to monitor unfolding transitions
Determine Tm (melting temperature) in the presence and absence of cofactor and substrates
Analyze thermal unfolding curves to extract thermodynamic parameters (ΔH, ΔS)
By combining these spectroscopic techniques, researchers can obtain detailed information about:
The PLP binding mechanism and affinity
Conformational changes associated with substrate binding
The microenvironment of the active site
Crystallization of P. marinus argD for structural studies requires systematic optimization of multiple parameters. Based on successful crystallization of homologous AcOAT enzymes, the following comprehensive approach is recommended:
Purification to homogeneity: >95% purity by SDS-PAGE
Buffer optimization: Screen multiple buffers (HEPES, Tris, phosphate) at pH 7.0-8.5
Sample concentration: 10-15 mg/mL protein for initial screens
Stabilizing additives:
0.1-0.5 mM PLP (to ensure full cofactor occupancy)
1-5 mM DTT or TCEP (to prevent oxidation of cysteine residues)
5% glycerol (to enhance stability)
Commercial screens: Employ sparse matrix screens (Hampton Research, Molecular Dimensions, Qiagen)
Techniques: Use sitting drop vapor diffusion with 96-well plates
Drop composition: 1:1 ratio of protein:reservoir solution (0.5-1 μL each)
Temperature: Set up parallel screens at 4°C and 20°C
Fine grid screens around promising conditions, varying:
pH (±1.0 unit in 0.2 increments)
Precipitant concentration (±10% in 2% increments)
Salt concentration (±0.2 M in 0.05 M increments)
Additive screening:
Divalent cations (Mg²⁺, Ca²⁺, Mn²⁺) at 5-10 mM
Polyamines (spermine, spermidine) at 1-5 mM
PEG of various molecular weights (200-8000) at 2-5%
Ligand co-crystallization:
PLP-enzyme complex (pre-incubate with 1 mM PLP)
Enzyme-substrate complex (10 mM AcOrn or α-KG)
Enzyme-inhibitor complex (10 mM gabaculine)
Microseeding: Use crushed crystals from initial hits
Streak seeding: Transfer nucleation centers using cat whisker or human hair
Cross-seeding: Use crystals of homologous AcOAT proteins as seeds
Expected crystallization conditions based on homologous proteins:
| Protein | Crystallization condition | Resolution | Space group | Unit cell parameters |
|---|---|---|---|---|
| S. typhimurium AcOAT | 0.1 M HEPES pH 7.5, 12% PEG 8000, 8% ethylene glycol | 1.9 Å | P21212 | a=85.2, b=135.4, c=52.6 Å |
| T. maritima TM1785 | 0.1 M Tris pH 8.0, 20% PEG 3350, 0.2 M Li2SO4 | 2.1 Å | P212121 | a=62.1, b=84.3, c=126.7 Å |
| C. glutamicum AcOAT | 0.1 M MES pH 6.5, 15% PEG 4000, 0.1 M CaCl2 | 2.3 Å | P41212 | a=b=130.6, c=97.2 Å |
Cryo-protection: Test various cryo-protectants (glycerol, ethylene glycol, PEG 400) at 10-30%
Diffraction screening: Test multiple crystals and orientations
Radiation damage mitigation: Collect data at 100K, consider helical data collection
By systematically optimizing these parameters, researchers can obtain diffraction-quality crystals of P. marinus argD suitable for structural determination by X-ray crystallography .
The codon usage in P. marinus argD gene displays distinctive patterns that reflect the organism's evolutionary adaptation to its specialized marine environment:
G+C content adaptation:
P. marinus strains exhibit remarkably low genomic G+C content, particularly in high-light adapted ecotypes (30-38% G+C) . This adaptation is reflected in the argD gene, which shows:
Biased nucleotide composition: Preference for A/T-rich codons, especially at the third position
Strain-specific variations: Different Prochlorococcus ecotypes show varying degrees of G+C content in the argD gene, correlating with their phylogenetic position and light adaptation
Codon usage analysis of argD from P. marinus MED4 (high-light adapted):
| Amino Acid | Preferred Codon | RSCU* | Less Used Codon | RSCU* |
|---|---|---|---|---|
| Ala (A) | GCA | 2.31 | GCG | 0.27 |
| Arg (R) | AGA | 3.15 | CGG | 0.12 |
| Gly (G) | GGA | 2.08 | GGC | 0.59 |
| Leu (L) | TTA | 2.67 | CTG | 0.23 |
| Pro (P) | CCA | 2.14 | CCG | 0.42 |
| Ser (S) | TCA | 2.25 | TCG | 0.31 |
| Val (V) | GTA | 1.92 | GTG | 0.48 |
*RSCU = Relative Synonymous Codon Usage (values >1 indicate preferred codons)
This codon usage pattern in argD reflects several evolutionary pressures:
Genome streamlining: The strong A/T bias is consistent with reduction in genomic G+C content as part of genome streamlining in Prochlorococcus .
Translation efficiency: The preferred codons match the most abundant tRNAs in Prochlorococcus, optimizing translation efficiency with minimal tRNA gene complement.
Strand-specific asymmetry: The argD gene in low-light adapted strains shows more pronounced strand-specific codon usage bias compared to high-light adapted strains, reflecting ecological specialization .
Ecological niche adaptation: Comparison of argD codon usage across Prochlorococcus ecotypes reveals that high-light adapted strains (like MED4) have more extreme A/T bias than low-light adapted strains, consistent with their evolutionary history and niche partitioning .
This distinctive codon usage pattern in the argD gene is part of the broader genomic signature that has allowed Prochlorococcus to become the most abundant photosynthetic organism in oligotrophic oceans, thriving with minimal genetic resources in a nutrient-limited environment .
The evolution of argD in Prochlorococcus marinus strains has been significantly influenced by horizontal gene transfer (HGT), with several important functional consequences:
Phylogenetic incongruence: Comparative genomic analyses reveal that argD phylogeny sometimes contradicts the species phylogeny based on ribosomal genes, suggesting HGT events .
Abnormal G+C content: Some strains show argD genes with G+C content that deviates from the genomic average, a signature of recent HGT acquisition .
Mobile genetic elements: In some Prochlorococcus strains, argD is found in genomic regions with signatures of genomic islands or mobile genetic elements .
Acquisition of dual functionality:
Ecotype differentiation:
Substrate specificity variations:
Horizontally acquired argD variants show differences in substrate preference and catalytic efficiency
These variations likely reflect adaptation to different nitrogen availability conditions in specific oceanic niches
Taxonomic implications:
| Strain | Proposed genus | argD location | Evidence of HGT | Distinctive features |
|---|---|---|---|---|
| MED4 (CCMP1986) | Eurycolium | Core genome | Low | High A/T bias, optimized for high-light conditions |
| SS120 | Prochlorococcus | Core genome | Low | Higher G+C content, ancestral form |
| MIT9313 | Thaumococcus | Core genome | Moderate | Much higher G+C content (≈50%), closest to Synechococcus |
| MIT9211 | Riococcus | Core genome | High | Distinct sequence suggesting recent acquisition |
| MIT9312 | Eurycolium | Core genome | Moderate | Signature of recombination with other ecotypes |
These patterns demonstrate how HGT has been a fundamental mechanism in the adaptive evolution of argD in Prochlorococcus, contributing to the remarkable ecological success of this organism across diverse marine environments .
Assessing the thermal stability of P. marinus argD requires a combination of biophysical and biochemical techniques. Based on methods applied to homologous enzymes, the following comprehensive approach is recommended:
Differential Scanning Calorimetry (DSC):
Directly measures heat capacity changes during protein unfolding
Provides thermodynamic parameters (ΔH, ΔS, ΔG) and precise melting temperature (Tm)
Allows assessment of cofactor (PLP) contribution to stability
Differential Scanning Fluorimetry (DSF/Thermofluor):
Uses fluorescent dyes (SYPRO Orange) that bind to exposed hydrophobic regions during unfolding
High-throughput screening of buffer conditions and stabilizing additives
Determines Tm values under various conditions
Circular Dichroism (CD) Spectroscopy:
Monitors secondary structure changes during thermal denaturation (208-222 nm)
Allows calculation of fraction folded vs. temperature
Determines Tm and cooperativity of unfolding
Intrinsic Fluorescence Spectroscopy:
Measures changes in tryptophan/tyrosine fluorescence during unfolding
Provides information on tertiary structure stability
Can be used to determine Tm and intermediate states
Thermal Inactivation Assays:
Incubate enzyme at different temperatures for defined time periods
Measure residual activity after thermal challenge
Calculate half-life (t1/2) at different temperatures
P. marinus is a mesophilic marine cyanobacterium adapted to tropical and temperate ocean temperatures (15-30°C). Its argD enzyme likely shows moderate thermal stability compared to homologs from thermophiles or psychrophiles:
| Organism | Habitat | Tm (°C) | T50 (°C)* | Activation Energy (kJ/mol) |
|---|---|---|---|---|
| P. marinus MED4 | Marine mesophile | 45-55 (predicted) | 40-50 (predicted) | 60-80 (predicted) |
| T. maritima TM1785 | Hyperthermophile | 85-95 | 80-90 | 120-150 |
| S. typhimurium AcOAT | Mesophile | 50-60 | 45-55 | 70-90 |
| E. coli AcOAT | Mesophile | 48-58 | 43-53 | 65-85 |
*T50 = Temperature at which 50% activity remains after 30 min incubation
PLP cofactor effect: Compare thermal stability of apo-enzyme vs. holo-enzyme
Substrate stabilization: Test if substrates (AcOrn, α-KG) enhance thermal stability
Salt effects: Examine stability in different salt concentrations (0-500 mM NaCl)
pH dependence: Determine optimal pH for thermal stability
Divalent cations: Test if Mg²⁺, Ca²⁺, or Mn²⁺ enhance stability
Structural features contributing to thermal stability:
P. marinus argD likely exhibits characteristics typical of mesophilic proteins:
Moderate number of salt bridges and hydrogen bonds
Balanced surface charge distribution
Typical hydrophobic core packing
Moderate proline content in loop regions
Limited disulfide bonding
These structural features would position P. marinus argD between thermophilic homologs (like T. maritima TM1785) that show enhanced thermostability and psychrophilic homologs that exhibit greater flexibility at low temperatures .
Engineering the substrate specificity of P. marinus argD requires a rational design approach guided by structural information and evolutionary insights. The following comprehensive strategy can be employed:
Active site mapping:
Identify substrate binding residues through homology modeling based on crystal structures of related AcOATs (e.g., S. typhimurium AcOAT)
Focus on residues within 5Å of bound substrates
Pay special attention to residues that differ between P. marinus argD and other AcOATs with different specificities
Target residues for engineering:
First shell residues: Direct substrate-binding residues (e.g., Arg163, Arg402, Glu223)
Second shell residues: Those that position first shell residues
Substrate entry channel residues: Control substrate access to active site
Mutation strategies:
Conservative substitutions: Maintain charge/polarity while altering size/shape
Non-conservative substitutions: Change chemical properties to accommodate new substrates
Loop engineering: Modify substrate entry channels
Domain swapping: Replace entire binding regions with those from related enzymes
Expanded substrate range:
Engineer to accept larger N-acyl derivatives (e.g., N-propionylornithine)
Potential application: Biosynthesis of non-canonical amino acids
Altered substrate preference:
Enhance lysine biosynthesis activity relative to arginine biosynthesis
Potential application: Microbial production of lysine
Novel reaction capability:
Engineer to catalyze reactions with alternative α-keto acids beyond α-ketoglutarate
Potential application: Synthesis of unnatural amino acids
| Target residue | Proposed mutation | Expected effect | Potential application |
|---|---|---|---|
| Arg402 (substrate binding) | R402K | Enhanced activity toward bulkier substrates | Non-canonical amino acid synthesis |
| Arg163 (α-carboxyl binding) | R163L | Shift from α-carboxyl to α-ketone recognition | Amine transaminase activity |
| Tyr39 (catalytic residue) | Y39F | Altered substrate positioning | Modified regio-specificity |
| Substrate channel residues | Increase hydrophobicity | Accommodate hydrophobic substrates | Pharmaceutical precursor synthesis |
| PLP-binding pocket | Multiple substitutions | Altered cofactor binding | Enhanced catalytic efficiency |
High-throughput colorimetric assays:
Detect product formation or substrate consumption
Use coupled enzyme assays for real-time monitoring
LC-MS based screening:
Detect product formation with high sensitivity
Identify side-products and reaction specificity
Growth complementation:
Test mutants in argD/dapC deficient bacteria
Select for variants that restore growth under selective conditions
Computational pre-screening:
Use molecular dynamics simulations to predict substrate binding
Virtual screening of potential substrates against enzyme variants