Recombinant Arabidopsis thaliana Glycerol-3-phosphate acyltransferase 6 (GPAT6)

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Description

Introduction to Glycerol-3-phosphate Acyltransferase 6 (GPAT6)

Glycerol-3-phosphate acyltransferase 6 (GPAT6) is an enzyme involved in the biosynthesis of glycerolipids, which are crucial components of plant cell membranes. In plants like Arabidopsis thaliana, GPAT6 plays a significant role in various physiological processes, including lipid metabolism and plant defense mechanisms. The recombinant form of this enzyme, derived from Arabidopsis thaliana, is of particular interest for studying its functions and applications in biotechnology.

Function and Role of GPAT6

GPAT6 is part of the glycerol-3-phosphate acyltransferase family, which catalyzes the initial step in glycerolipid biosynthesis by transferring an acyl group from acyl-CoA to glycerol-3-phosphate, forming lysophosphatidic acid. This process is essential for the synthesis of phospholipids and triacylglycerols, which are vital for membrane structure and energy storage in plants.

In Arabidopsis thaliana, GPAT6 has been implicated in leaf interactions with pathogens, influencing cell wall and cuticular properties associated with pathogen infection and water regulation . The enzyme's expression is induced during infections by pathogens like Phytophthora, suggesting its role in plant defense mechanisms.

Recombinant GPAT6 Applications

The recombinant form of GPAT6 from Arabidopsis thaliana offers opportunities for biotechnological applications, such as enhancing plant resistance to pathogens or modifying lipid composition for improved nutritional content. By expressing recombinant GPAT6 in other organisms, researchers can study its enzymatic activity and potential applications in lipid engineering.

References

  1. Glycerol phosphate acyltransferase 6 controls filamentous pathogen resistance in leaves.

  2. Natural variation in flavonol accumulation in Arabidopsis is determined by the flavonol glucosyltransferase BGLU6. Although not directly related to GPAT6, this study highlights the complexity of metabolic pathways in Arabidopsis thaliana.

  3. The Glycerol-3-Phosphate Acyltransferase GPAT6 from Tomato. This study provides insights into GPAT6's role in phenylpropanoid and flavonoid biosynthesis.

  4. Arabidopsis AtGPAT1, a Member of the Membrane-Bound Glycerol-3-Phosphate Acyltransferase Gene Family. This research focuses on a different GPAT isoform but illustrates the importance of GPAT enzymes in plant development.

Product Specs

Form
Lyophilized powder
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Lead Time
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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 collect 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 various factors, including storage conditions, buffer composition, temperature, and the protein's inherent 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 manufacturing.
The tag type is determined during production. If you require a specific tag, please inform us, and we will prioritize its development.
Synonyms
GPAT6; At2g38110; F16M14.4; Glycerol-3-phosphate 2-O-acyltransferase 6; AtGPAT6; Glycerol-3-phosphate acyltransferase 6
Buffer Before Lyophilization
Tris/PBS-based buffer, 6% Trehalose.
Datasheet
Please contact us to get it.
Expression Region
1-501
Protein Length
full length protein
Species
Arabidopsis thaliana (Mouse-ear cress)
Target Names
GPAT6
Target Protein Sequence
MGAQEKRRRFEQISKCDVKDRSNHTVAADLDGTLLISRSAFPYYFLVALEAGSLLRALIL LVSVPFVYLTYLTISETLAINVFVFITFAGLKIRDVELVVRSVLPRFYAEDVRPDTWRIF NTFGKRYIITASPRIMVEPFVKTFLGVDKVLGTELEVSKSGRATGFTRKPGILVGQYKRD VVLREFGGLASDLPDLGLGDSKTDHDFMSICKEGYMVPRTKCEPLPRNKLLSPIIFHEGR LVQRPTPLVALLTFLWLPVGFVLSIIRVYTNIPLPERIARYNYKLTGIKLVVNGHPPPPP KPGQPGHLLVCNHRTVLDPVVTAVALGRKISCVTYSISKFSELISPIKAVALTRQREKDA ANIKRLLEEGDLVICPEGTTCREPFLLRFSALFAELTDRIVPVAINTKQSMFNGTTTRGY KLLDPYFAFMNPRPTYEITFLKQIPAELTCKGGKSPIEVANYIQRVLGGTLGFECTNFTR KDKYAMLAGTDGRVPVKKEKT
Uniprot No.

Target Background

Function
Esterifies acyl groups from acyl-ACP to the sn-2 position of glycerol-3-phosphate, a key step in cutin biosynthesis.
Gene References Into Functions
  1. GPAT6 is crucial for tapetum development and plays multiple roles in plant fertility. PMID: 21746699
Database Links

KEGG: ath:AT2G38110

STRING: 3702.AT2G38110.1

UniGene: At.21177

Protein Families
GPAT/DAPAT family
Subcellular Location
Membrane; Multi-pass membrane protein.
Tissue Specificity
Specifically expressed in flower buds.

Q&A

What is the biological function of GPAT6 in Arabidopsis thaliana?

GPAT6 is a member of the Arabidopsis GPAT family that plays multiple critical roles in plant development. Its primary functions include:

  • Mediating cutin biosynthesis, particularly in sepals and petals

  • Supporting tapetum development during anther development

  • Contributing to pollen grain viability and pollen wall formation

  • Facilitating pollen germination and pollen tube elongation

  • Collaborating with GPAT1 in the release of microspores from tetrads and stamen filament elongation

GPAT6 mediates the initial synthetic step for the formation of glycerolipids, which are major components of biological membranes and principal stored forms of energy. The knockout mutant (gpat6) causes a massive reduction in seed production, demonstrating its essential role in plant fertility .

How does GPAT6 differ from other members of the Arabidopsis GPAT family?

Arabidopsis has eight GPAT genes that belong to a plant-specific family with three distinct clades . GPAT6 differs from other family members in several important ways:

  • Substrate specificity: GPAT6 shows preference for C16 and C18 ω-oxidized acyl-CoA substrates, with 4- to 11-fold higher activity compared with corresponding unmodified acyl-CoAs

  • Chain length specificity: Activity with C16 and C18 substrates is severalfold higher than with longer chain acyl-CoAs (C20 or longer)

  • Expression pattern: GPAT6 is highly expressed in flowers (more than 2-fold in petals and sepals above other GPATs) and in the tapetum and microspores during anther development

  • Functional role: While several GPATs contribute to cutin or suberin formation, GPAT6 specifically impacts floral cutin composition and anther development

Unlike GPAT9, which is essential for seed oil biosynthesis, GPAT6 functions primarily in cutin formation and reproductive development .

What is the enzymatic activity of GPAT6?

GPAT6 functions as a glycerol-3-phosphate acyltransferase that catalyzes the transfer of an acyl group from acyl-CoA to glycerol-3-phosphate. Key characteristics of its enzymatic activity include:

  • Substrate preference: Shows clear selectivity for ω-oxidized (terminal hydroxylated) fatty acyl-CoAs

  • Acyl selectivity: When incubated with equimolar mixtures of 16-OH C16:0-CoA and 10,16-diOH C16:0-CoA, GPAT6 produces 3- to 6-fold more product with the ω-hydroxy substrate than the dihydroxy substrate

  • Mid-chain specificity: Almost no monoacylglycerol (MAG) formation is observed when GPAT6 is tested with ricinoleoyl-CoA (12-OH C18:1-CoA), indicating that mid-chain hydroxylation alone is not a positive determinant of activity

GPAT6 belongs to the group of land plant-specific GPATs that possess bifunctional activity with both acyltransferase and phosphatase capabilities, resulting in the production of 2-monoacylglycerol products rather than lysophosphatidic acid .

How can recombinant GPAT6 be expressed and purified for in vitro studies?

For successful expression and purification of recombinant GPAT6, researchers should follow these methodological steps:

  • Expression system selection: Wheat germ cell-free expression systems have proven effective for producing functional GPAT6

  • Vector construction:

    • Clone the full-length GPAT6 cDNA into an appropriate expression vector

    • Include an affinity tag (such as His-tag or GST-tag) for purification

    • Verify the construct by sequencing

  • Protein expression:

    • Optimize expression conditions (temperature, time, inducer concentration)

    • Confirm expression through western blotting

  • Purification protocol:

    • Use affinity chromatography (Ni-NTA for His-tagged proteins)

    • Include detergent in buffers to maintain enzyme activity

    • Consider size exclusion chromatography as a second purification step

    • Verify purity by SDS-PAGE

  • Activity preservation:

    • Store in buffer containing glycerol (20-25%)

    • Add reducing agents to prevent oxidation

    • Determine optimal storage temperature (-80°C for long-term)

The purified enzyme can then be used for substrate specificity studies, kinetic analyses, and structure-function investigations.

What are the most effective methods to analyze GPAT6 substrate specificity?

To thoroughly analyze GPAT6 substrate specificity, researchers should employ the following methodological approaches:

  • Preparation of diverse acyl-CoA substrates:

    • Unmodified fatty acid acyl-CoAs (various chain lengths)

    • ω-hydroxy fatty acid acyl-CoAs

    • Dicarboxylic acid acyl-CoAs

    • Mid-chain hydroxylated acyl-CoAs (for comparison)

  • In vitro enzyme assays:

    • Incubate purified GPAT6 with individual substrates

    • Measure activity using radiometric assays with [14C]G3P

    • Conduct assays at multiple substrate concentrations (10-30 μM) to determine kinetic parameters

  • Competition experiments:

    • Test equimolar mixtures of substrates (e.g., 16-OH C16:0-CoA and 10,16-diOH C16:0-CoA)

    • Quantify relative product formation to determine preferences

  • Product analysis:

    • Use thin-layer chromatography to separate reaction products

    • Employ LC-MS/MS for precise identification of monoacylglycerol products

    • Quantify results using appropriate standards

  • Data analysis:

    • Calculate specific activities for each substrate

    • Determine Km and Vmax values

    • Compare ratios of products formed in competition assays

Based on previous studies, expect to observe 4- to 11-fold higher activity with ω-oxidized substrates compared to unmodified acyl-CoAs, and a clear preference for C16 and C18 chain lengths over longer acyl chains .

How can researchers effectively generate and characterize gpat6 mutants?

Generating and characterizing gpat6 mutants involves several critical steps:

  • Mutant generation approaches:

    • T-DNA insertion lines from repositories (SALK, GABI-Kat, SAIL)

    • CRISPR/Cas9 genome editing for precise mutations

    • EMS mutagenesis for point mutations

  • Genotyping protocol:

    • Design gene-specific and T-DNA/insertion-specific primers

    • Establish PCR conditions for reliable genotyping

    • Confirm homozygosity through segregation analysis

    • Verify disruption of gene expression by RT-PCR/qRT-PCR

  • Phenotypic characterization:

    • Reproductive development: Assess seed production, pollen viability, and anther development

    • Tapetum development: Analyze using light and transmission electron microscopy to observe reduced endoplasmic reticulum profiles

    • Pollen analysis: Test germination rates and pollen tube elongation in vitro and in vivo

    • Cutin composition: Analyze floral organ cutin composition using gas chromatography-mass spectrometry

  • Complementation studies:

    • Transform gpat6 mutants with functional GPAT6 under native promoter

    • Assess restoration of wild-type phenotypes

    • Create point mutations to study specific amino acid functions

  • Double mutant analysis:

    • Cross with other GPAT family mutants (especially gpat1)

    • Characterize phenotypes to identify synergistic effects

    • Document impacts on microspore release and stamen filament elongation

Studies with gpat6 knockout mutants have revealed defective tapetum development, abortion of pollen grains, defective pollen wall formation, and impaired pollen germination and tube elongation, ultimately causing massive reduction in seed production .

How does GPAT6 contribute to the molecular architecture of cutin polymers?

GPAT6 plays a crucial role in determining cutin polymer architecture through several mechanisms:

  • Monomer activation and incorporation:

    • GPAT6 catalyzes the formation of 2-monoacylglycerols through its bifunctional acyltransferase and phosphatase activity

    • These 2-monoacylglycerols serve as building blocks for cutin polymerization

    • The enzyme shows strong preference for ω-oxidized substrates, particularly C16 and C18 fatty acids

  • Substrate selectivity impacts:

    • GPAT6 exhibits higher activity with 16-OH C16:0-CoA than with 10,16-diOH C16:0-CoA

    • This selectivity influences the ratio of different monomers incorporated into the cutin polymer

    • When tested with equimolar mixtures, GPAT6 produces 3- to 6-fold more product with ω-hydroxy substrate than dihydroxy substrate

  • Tissue-specific polymer composition:

    • GPAT6 is required specifically for the incorporation of C16 monomers into flower cutin

    • Key monomers include 10,16-dihydroxypalmitate, hexadecane-1,16-dioic acid, and 16-hydroxypalmitate

    • The enzyme's expression pattern in floral tissues correlates with its function in flower cutin formation

  • Evolutionary perspective:

    • The bifunctional nature of GPAT6 (having both acyltransferase and phosphatase activity) is a land plant-specific innovation

    • This dual activity enables the direct production of 2-monoacylglycerols rather than phosphatidic acid intermediates

    • Evidence suggests that the phosphatase activity of GPATs has played a crucial role in the evolution of plant polyester barriers

Understanding this molecular basis helps explain how GPAT6 influences the physical and chemical properties of the cutin polymer in different plant tissues.

What is the relationship between GPAT6 and other enzymes in the cutin biosynthesis pathway?

GPAT6 functions within a complex network of enzymes involved in cutin biosynthesis:

  • Pathway organization:

    • Upstream processes: Fatty acid synthesis produces C16 and C18 fatty acids

    • ω-oxidation: Cytochrome P450 enzymes (particularly CYP86A and CYP86B families) introduce terminal hydroxyl groups to fatty acids

    • GPAT6 activity: Transfers acyl groups from ω-oxidized acyl-CoAs to glycerol-3-phosphate, with evidence suggesting acyl transfer occurs after ω-oxidation

    • Polymer assembly: Acyltransferases like BAHD family enzymes may further process 2-monoacylglycerols

  • Coordinated expression:

    • GPAT6 expression is coordinated with other cutin biosynthesis genes

    • Expression is especially high in flowers, particularly petals and sepals (more than 2-fold above other GPATs)

    • Regulatory factors likely synchronize the expression of pathway components

  • Functional redundancy and specialization:

    • GPAT6 works alongside other GPAT family members in cutin synthesis

    • GPAT4 and GPAT8 are required for C16 and C18 ω-hydroxy fatty acid and α,ω-dicarboxylic acid cutin monomers in stems and leaves

    • GPAT6 specifically impacts flower cutin composition

    • The GPAT4/6/8 clade functions in developmentally regulated processes, while the GPAT5/7 clade is involved in abscisic acid-regulated processes

  • Evolutionary relationship:

    • Phylogenetic analysis reveals three distinct clades of plant GPATs

    • GPAT4, GPAT6, and GPAT8 form a cutin-associated clade with similar biochemical properties

    • This organization reflects functional specialization during land plant evolution

Understanding these relationships is essential for comprehending how alterations in GPAT6 impact the entire cutin biosynthesis process and resulting plant phenotypes.

How does the structure-function relationship in GPAT6 determine its catalytic properties?

The structure-function relationship in GPAT6 is central to understanding its unique catalytic properties:

  • Dual catalytic domains:

    • GPAT6 contains both acyltransferase and phosphatase domains

    • The acyltransferase domain recognizes and transfers acyl groups from acyl-CoAs to glycerol-3-phosphate

    • The phosphatase domain dephosphorylates the lysophosphatidic acid intermediate to form 2-monoacylglycerol

    • Site-directed mutagenesis studies have confirmed that the intrinsic phosphatase activity contributes to proper suberin formation

  • Substrate binding pocket characteristics:

    • The acyltransferase domain contains specific residues that recognize ω-oxidized acyl chains

    • This recognition explains the 4- to 11-fold higher activity with ω-oxidized substrates compared to unmodified acyl-CoAs

    • The binding pocket accommodates C16 and C18 substrates optimally, with reduced activity for longer chain lengths

  • Regiospecificity determinants:

    • Unlike membrane/storage lipid GPATs with sn-1 regiospecificity, GPAT6 exhibits sn-2 regiospecificity

    • This altered regiospecificity is crucial for producing the appropriate cutin monomers

    • Specific amino acid residues likely determine this unique positioning of the acyl group

  • Evolutionary modifications:

    • The land plant-specific GPAT family, including GPAT6, has evolved from ancestral GPATs

    • Key modifications in the active site have altered substrate specificity and regiospecificity

    • The acquisition of phosphatase activity represents a significant evolutionary innovation

This structure-function understanding is essential for interpreting mutant phenotypes and designing targeted modifications to alter GPAT6 activity for research purposes.

What statistical methods are most appropriate for analyzing GPAT6 enzymatic activity data?

For rigorous analysis of GPAT6 enzymatic activity data, researchers should employ these statistical approaches:

  • Preliminary data assessment:

    • Outlier detection: Use Grubbs' test or Dixon's Q-test to identify potential outliers

    • Normality testing: Apply Shapiro-Wilk or Kolmogorov-Smirnov tests to assess distribution

    • Variance homogeneity: Use Levene's test or Bartlett's test to check for homoscedasticity

  • Comparative analyses:

    • Pairwise comparisons: Student's t-test (parametric) or Mann-Whitney U test (non-parametric)

    • Multiple comparisons: One-way ANOVA with post-hoc tests (Tukey, Bonferroni, or Dunnett)

    • Repeated measures: Repeated measures ANOVA or mixed-effects models for time-course data

    • Non-parametric alternatives: Kruskal-Wallis with Dunn's post-hoc test when assumptions are violated

  • Enzyme kinetics analysis:

    • Model fitting: Non-linear regression for Michaelis-Menten, Lineweaver-Burk, or Eadie-Hofstee plots

    • Parameter comparison: Calculate confidence intervals for Km and Vmax values

    • Inhibition studies: Apply appropriate models (competitive, non-competitive, uncompetitive)

    • Statistical software: Use specialized enzyme kinetics packages in R, GraphPad Prism, or similar tools

  • Advanced multivariate approaches:

    • Principal component analysis: Identify patterns in substrate utilization across multiple experiments

    • Hierarchical clustering: Group substrates based on similarity in enzyme affinity

    • Correlation analysis: Assess relationships between structural features and enzymatic activity

    • Regression models: Develop predictive models for activity based on substrate properties

When analyzing substrate selectivity data, such as the observation that GPAT6 exhibits 3- to 6-fold higher product formation with 16-OH C16:0-CoA than with 10,16-diOH C16:0-CoA , provide complete statistical information including sample size, measure of variation (SD or SEM), test statistic, and p-value to ensure reproducibility and proper interpretation.

How can researchers integrate transcriptomic, proteomic, and metabolomic data to better understand GPAT6 function?

Integrating multi-omics data provides comprehensive insights into GPAT6 function:

  • Data collection and normalization:

    • Transcriptomics: RNA-seq of wild-type vs. gpat6 mutants across developmental stages

    • Proteomics: LC-MS/MS analysis of protein expression and post-translational modifications

    • Metabolomics: Targeted analysis of lipid intermediates and cutin monomers

    • Standardization: Apply appropriate normalization methods for each data type

  • Individual omics analysis:

    • Transcriptomics: Identify differentially expressed genes, particularly those involved in cutin synthesis

    • Proteomics: Quantify changes in enzyme abundance and modifications

    • Metabolomics: Measure alterations in cutin monomer composition and intermediates

    • Pathway enrichment: Apply to each dataset separately before integration

  • Integration strategies:

    • Correlation networks: Construct networks connecting transcripts, proteins, and metabolites

    • Multi-omics factor analysis: Identify latent factors explaining variation across datasets

    • Pathway mapping: Map all data types onto cutin biosynthesis pathways

    • Bayesian networks: Model causal relationships between different molecular layers

  • Validation approaches:

    • Targeted experiments: Design follow-up studies to test predictions from integrated analysis

    • Perturbation studies: Examine system responses to environmental or developmental cues

    • Comparative biology: Integrate data from multiple plant species to identify conserved patterns

    • Tissue-specific analysis: Compare integration results across different tissues

This integrated approach can reveal how GPAT6 expression patterns in flowers (particularly petals and sepals) correlate with protein abundance, enzymatic activity, and ultimate impacts on cutin composition, providing a systems-level understanding of GPAT6 function in plant development and reproduction.

What are the key challenges in expressing functional recombinant GPAT6 and how can they be overcome?

Researchers face several challenges when expressing functional recombinant GPAT6, with corresponding solutions:

  • Protein solubility issues:

    • Challenge: Membrane-associated enzymes like GPAT6 often form inclusion bodies in bacterial systems

    • Solutions:

      • Use wheat germ cell-free expression systems, which have proven successful

      • Express as fusion proteins with solubility tags (MBP, SUMO, TrxA)

      • Optimize induction conditions (lower temperature, reduced IPTG concentration)

      • Include mild detergents in lysis and purification buffers

  • Enzymatic activity preservation:

    • Challenge: Loss of activity during purification and storage

    • Solutions:

      • Incorporate glycerol (20-25%) in storage buffers

      • Add reducing agents to prevent oxidation of critical thiols

      • Develop gentle purification protocols with minimal steps

      • Determine optimal pH and ionic strength for stability

      • Consider immobilization techniques for enhanced stability

  • Substrate availability limitations:

    • Challenge: Obtaining sufficient quantities of appropriate acyl-CoA substrates

    • Solutions:

      • Develop efficient chemical synthesis routes for ω-oxidized acyl-CoAs

      • Establish enzymatic methods to generate substrates in situ

      • Create substrate libraries with systematic structural variations

      • Implement analytical methods requiring minimal substrate amounts

  • Functional assessment complexity:

    • Challenge: Confirming that recombinant enzyme reflects native activity

    • Solutions:

      • Compare activities of recombinant enzyme with native extracts

      • Perform complementation studies in gpat6 mutants

      • Assess post-translational modifications that may affect activity

      • Validate substrate preferences using multiple independent methods

These solutions have enabled successful characterization of GPAT6 substrate preferences, revealing its selectivity for ω-oxidized substrates and chain length specificity for C16 and C18 acyl-CoAs .

How can researchers address redundancy within the GPAT family when studying GPAT6 function?

Addressing functional redundancy within the GPAT family requires strategic approaches:

  • Comprehensive mutant analysis:

    • Challenge: Single mutants may show subtle phenotypes due to compensation

    • Solutions:

      • Generate higher-order mutants (doubles, triples) within the same clade

      • Create gpat6/gpat1 double mutants to study combined effects on reproductive development

      • Develop inducible knockout systems to bypass developmental lethality

      • Use tissue-specific gene silencing to target specific expression domains

  • Expression pattern distinction:

    • Challenge: Overlapping expression patterns complicate phenotype interpretation

    • Solutions:

      • Perform detailed expression mapping using reporter constructs

      • Utilize single-cell transcriptomics to identify unique expression domains

      • Compare expression under stress conditions or developmental stages

      • Create cell-type specific complementation lines

  • Biochemical differentiation:

    • Challenge: Similar enzymatic activities make functional distinction difficult

    • Solutions:

      • Conduct detailed substrate specificity comparisons among family members

      • Analyze product profiles using sensitive analytical techniques

      • Perform domain swapping to identify sequence determinants of specificity

      • Use protein-protein interaction studies to identify unique partners

  • Evolutionary context utilization:

    • Challenge: Understanding why multiple GPATs have been maintained

    • Solutions:

      • Conduct phylogenetic analysis across diverse plant species

      • Compare syntenic regions to identify conservation patterns

      • Analyze selection pressures on different GPAT family members

      • Examine GPAT diversification in relation to land plant evolution

For example, research has revealed that the GPAT4/6/8 clade functions in developmentally regulated root suberization, while the GPAT5/7 clade is mainly required for abscisic acid-regulated suberization , demonstrating how functional specialization can be revealed through systematic analysis.

What approaches can resolve discrepancies between in vitro enzymatic data and in vivo phenotypes for GPAT6?

Resolving discrepancies between in vitro and in vivo GPAT6 data requires multifaceted approaches:

  • In vitro condition refinement:

    • Challenge: Standard in vitro conditions may not reflect cellular environment

    • Solutions:

      • Optimize assay conditions to mimic cellular pH, ion concentrations, and redox state

      • Include potential cofactors or regulatory molecules from plant extracts

      • Test enzyme activity at physiologically relevant substrate concentrations

      • Examine temperature dependence relevant to plant growth conditions

  • Cellular context reconstitution:

    • Challenge: Isolated enzyme studies miss cellular regulatory mechanisms

    • Solutions:

      • Develop cell-free systems incorporating microsomal fractions

      • Establish heterologous expression in plant protoplasts

      • Create in vitro reconstitution systems with multiple pathway enzymes

      • Assess impact of potential protein-protein interactions

  • Targeted in vivo studies:

    • Challenge: Connecting molecular function to whole-plant phenotypes

    • Solutions:

      • Design complementation constructs with specific activity-altering mutations

      • Create tissue-specific or inducible expression systems

      • Develop methods for in situ monitoring of enzyme activity

      • Use metabolic flux analysis with labeled precursors

  • Integrative modeling approaches:

    • Challenge: Synthesizing diverse and seemingly contradictory data

    • Solutions:

      • Develop mathematical models incorporating enzyme kinetics and metabolite levels

      • Create tissue-specific metabolic models of cutin biosynthesis

      • Apply sensitivity analysis to identify critical parameters

      • Use machine learning to predict in vivo effects from in vitro parameters

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