Recombinant Dictyostelium discoideum Squalene synthase (fdfT)

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Description

Introduction to Recombinant Dictyostelium discoideum Squalene Synthase (fdfT)

Recombinant Dictyostelium discoideum Squalene synthase, encoded by the gene fdfT, is an enzyme crucial in the biosynthesis of isoprenoids. It catalyzes the conversion of two molecules of farnesyl pyrophosphate (FPP) into squalene, a key precursor in the synthesis of sterols and other isoprenoid compounds. This enzyme is produced through recombinant DNA technology, typically expressed in Escherichia coli for high purity and yield .

Biological Role and Significance

Squalene synthase plays a pivotal role in the mevalonate pathway, which is responsible for producing cholesterol and other essential sterols in eukaryotic cells. In Dictyostelium discoideum, a social amoeba used extensively in cell biology research, this enzyme is vital for maintaining cellular membrane integrity and facilitating developmental processes .

Production and Expression

The recombinant Dictyostelium discoideum Squalene synthase is produced using an in vitro E. coli expression system. This method allows for efficient large-scale production of the enzyme with high purity, making it suitable for various biochemical and biotechnological applications .

Production Details

ParameterDescription
Expression SystemE. coli
PurityHigh
GenefdfT
Protein Length416 amino acids
Storage-20°C for extended storage

Research Findings and Applications

Research on recombinant Squalene synthase from Dictyostelium discoideum is limited compared to other organisms, but its study contributes to understanding isoprenoid biosynthesis pathways. The enzyme's recombinant form facilitates biochemical studies and potential applications in biotechnology, such as the production of sterol derivatives .

Potential Applications

  1. Biotechnological Production of Sterols: The enzyme can be used in bioreactors to produce squalene, which is then converted into various sterols.

  2. Cell Biology Research: It aids in studying membrane dynamics and developmental processes in Dictyostelium discoideum.

  3. Pharmaceutical Applications: Derivatives of squalene have potential uses in medicine, such as in the synthesis of certain drugs.

References Cusabio. Recombinant Dictyostelium discoideum Squalene synthase (fdfT). PMC. A recombinant antibody toolbox for Dictyostelium discoideum. UniProt. Squalene synthase - Dictyostelium discoideum (Social amoeba). Patents Google. Transgenic plants containing altered levels of steroid compounds. Creative Biomart. Recombinant Full Length Dictyostelium discoideum Squalene synthase(fdfT) Protein. ASM Journals. Farnesyl Diphosphate Synthase Is a Cytosolic Enzyme in Leishmania major. Cusabio. Recombinant Dictyostelium discoideum Squalene synthase (fdfT) Datasheet. PubMed. Dictyostelium discoideum--a promising expression system for the production of recombinant eukaryotic proteins.

Product Specs

Form
Lyophilized powder
Note: While we prioritize shipping the format currently in stock, please specify your format preference in order notes for customized fulfillment.
Lead Time
Delivery times vary depending on purchasing method and location. Consult your local distributor for precise delivery estimates.
Note: All proteins are shipped with standard blue ice packs. Dry ice shipping requires prior arrangement and incurs additional charges.
Notes
Avoid repeated freeze-thaw cycles. Store working aliquots at 4°C for up to one week.
Reconstitution
Centrifuge the vial briefly before opening to consolidate contents. Reconstitute the protein in sterile, deionized water to a concentration of 0.1-1.0 mg/mL. We recommend adding 5-50% glycerol (final concentration) and aliquoting for long-term storage at -20°C/-80°C. Our standard glycerol concentration is 50% and may serve as a guideline.
Shelf Life
Shelf life depends on various factors including storage conditions, buffer composition, temperature, and protein stability. Generally, liquid formulations have a 6-month shelf life at -20°C/-80°C, while lyophilized forms have a 12-month shelf life at -20°C/-80°C.
Storage Condition
Upon receipt, store at -20°C/-80°C. Aliquoting is essential for multiple uses. Avoid repeated freeze-thaw cycles.
Tag Info
Tag type is determined during manufacturing.
The tag type is determined during the production process. If a specific tag type is required, please inform us; we will prioritize its development.
Synonyms
fdfT; DDB_G0292072; Squalene synthase; SQS; SS; FPP:FPP farnesyltransferase; Farnesyl-diphosphate farnesyltransferase
Buffer Before Lyophilization
Tris/PBS-based buffer, 6% Trehalose.
Datasheet
Please contact us to get it.
Expression Region
1-416
Protein Length
full length protein
Species
Dictyostelium discoideum (Slime mold)
Target Names
fdfT
Target Protein Sequence
MQYMKSLAHPDEFLSLLKIGYTESFKPKSQLKENLGNKEWCYELLNKTSRSFAFVINELE PSLKDAICIFYLVLRGLDTIEDDTTVELNTKLPVLTSFSEGLYQPGYKVFGYGMNNDEKN LVENFDKVVDVFLGLGDGYCTIIHDITRRMANGMSEFLQKSVVTLPEWDLYCHYVAGLVG IGLSKIFHASGLESEWFATADDESNQMGLFLQKTNIIRDYLEDINEKRIFWPRDVWARYT LHLENFKEAKYQIPALHCLNDLITNALSHALIALDYMSRLKNPQVINFCAIPQVMAIGTL NACYNNYNVFTGVVKIRKGQRALIVDAIQSKGLTATYELFFKFANEMRHKVPPNDPSAKK TIQHLESIEKLCIEKLGYRPSGFNDFISYDWMAVTSLAVSSAFLIARHGPNFFSKL
Uniprot No.

Target Background

Database Links
Protein Families
Phytoene/squalene synthase family
Subcellular Location
Endoplasmic reticulum membrane; Multi-pass membrane protein.

Q&A

What is Dictyostelium discoideum Squalene synthase (fdfT) and what is its significance in research?

Dictyostelium discoideum Squalene synthase (fdfT) is an enzyme encoded by the fdfT gene (UniProt ID: Q54DR1) that catalyzes the first committed step in sterol biosynthesis. This enzyme (also known as SQS, SS, or Farnesyl-diphosphate farnesyltransferase) converts farnesyl diphosphate to squalene, which serves as an immediate precursor for sterol biosynthesis in D. discoideum . The enzyme has gained significant research attention due to its critical role in the mevalonate pathway and its potential as a model for understanding isoprenoid metabolism across species.

The recombinant form typically consists of the full-length protein (416 amino acids) fused to a His-tag for purification purposes. Its significance lies in providing a eukaryotic model system for studying sterol biosynthesis pathways that is more experimentally tractable than mammalian systems while maintaining relevant biochemical characteristics .

How is recombinant Dictyostelium discoideum Squalene synthase optimally expressed and purified?

Optimal expression of recombinant D. discoideum Squalene synthase is typically achieved in E. coli expression systems . The procedure involves:

  • Cloning: The full-length coding sequence (1-416 amino acids) is cloned into an expression vector with an N-terminal His-tag.

  • Expression conditions: Transform into competent E. coli cells and grow at optimal temperature (typically 25-30°C) after IPTG induction to reduce inclusion body formation.

  • Cell harvest: Cells are collected by centrifugation and lysed using appropriate buffer systems.

  • Purification: The His-tagged protein is purified using nickel affinity chromatography.

  • Quality control: Purity is assessed by SDS-PAGE (>90% purity is typically achieved) .

For preservation of enzyme activity, it's critical to include appropriate protease inhibitors during purification and to avoid repeated freeze-thaw cycles of the purified protein.

What are the optimal storage and handling conditions for recombinant fdfT protein?

Proper storage and handling of recombinant D. discoideum Squalene synthase are crucial for maintaining its structural integrity and enzymatic activity. Based on empirical research, the following conditions are recommended:

  • Storage temperature: Store at -20°C/-80°C upon receipt, with -80°C preferred for long-term storage .

  • Storage buffer: Tris/PBS-based buffer with 6% Trehalose, pH 8.0 .

  • Aliquoting: Create single-use aliquots to avoid repeated freeze-thaw cycles, which significantly degrade protein activity.

  • Glycerol addition: Add glycerol to a final concentration of 5-50% before freezing (50% is standard for long-term storage) .

  • Working aliquots: Store working aliquots at 4°C for up to one week rather than repeatedly freezing and thawing .

  • Reconstitution: Briefly centrifuge vials prior to opening and reconstitute in deionized sterile water to a concentration of 0.1-1.0 mg/mL .

How does Squalene synthase interact with the Dictyostelium discoideum sterol biosynthesis pathway?

Squalene synthase occupies a critical junction in the D. discoideum isoprenoid pathway, serving as the first committed enzyme in sterol biosynthesis. The pathway proceeds as follows:

  • Mevalonate is converted through multiple steps to isopentenyl diphosphate (IDP)

  • IDP isomerase converts IDP to dimethylallyl diphosphate

  • Farnesyl diphosphate (FDP) synthase catalyzes the formation of FDP

  • Squalene synthase (fdfT) converts FDP to squalene, committing the metabolite to sterol biosynthesis

Experiments utilizing radiolabeled precursors have demonstrated that inhibition of upstream enzymes in this pathway (such as FDP synthase by aminobisphosphonates) blocks the conversion of [14C]mevalonate into sterols, indicating the sequential nature of this pathway in D. discoideum . Unlike some microbial systems, D. discoideum appears to utilize the classical eukaryotic sterol biosynthesis pathway.

The interconnection between these enzymes is evidenced by experimental data showing that strains resistant to aminobisphosphonate drugs (which target FDP synthase) display altered flux through the entire pathway, affecting squalene synthesis even though squalene synthase itself is not directly inhibited by these compounds .

What is the relationship between Squalene synthase and aminobisphosphonate sensitivity in Dictyostelium?

While aminobisphosphonate (aBP) drugs do not directly inhibit Squalene synthase, their effects on the sterol biosynthesis pathway provide valuable insights into the interconnected nature of these enzymes in D. discoideum. Research has established:

  • aBPs (such as alendronate and risedronate) inhibit the conversion of [14C]mevalonate into sterols in Dictyostelium amoebas .

  • Among three potential target enzymes in the pathway (IDP isomerase, FDP synthase, and squalene synthase), FDP synthase was identified as the primary target for aBP inhibition .

  • Neither IDP isomerase nor squalene synthase was significantly inhibited by alendronate or risedronate in enzymatic assays .

  • In aBP-resistant strains (MR102 and RB101), the IC50 values for inhibition of the conversion of [14C]IDP to squalene increased from 75 nM to 700 nM for alendronate and from 30 nM to 130 nM for risedronate .

This relationship illustrates how targeting one enzyme in a biosynthetic pathway can affect flux through subsequent enzymes, making the study of squalene synthase valuable for understanding integrated metabolic responses to enzyme inhibitors.

How can enzyme activity assays be optimized for recombinant Dictyostelium discoideum Squalene synthase?

Optimizing enzyme activity assays for recombinant D. discoideum Squalene synthase requires careful consideration of reaction conditions and detection methods. Based on established protocols, the following approach is recommended:

Reaction components:

  • Purified recombinant fdfT protein (50-100 μg/mL)

  • Substrate: Farnesyl diphosphate (FDP) (50-100 μM)

  • Buffer: Typically Tris-HCl (pH 7.5-8.0)

  • Cofactors: NADPH and Mg2+ ions

  • Reducing agent: Dithiothreitol (DTT) to maintain enzyme thiols

Assay methods:

  • Radiometric assay: Utilizing [14C]-labeled FDP and measuring conversion to [14C]squalene by thin-layer chromatography or HPLC with radiometric detection .

  • HPLC-based assay: Detecting squalene formation directly using reverse-phase HPLC with UV detection.

  • Coupled enzyme assay: Measuring NADPH consumption spectrophotometrically.

Optimization parameters:

  • pH optimization: Test activity across pH range 6.5-8.5

  • Temperature optimization: Typically 25-30°C for D. discoideum enzymes

  • Substrate concentration optimization: Generate Michaelis-Menten kinetic data

  • Divalent cation requirements: Test various concentrations of Mg2+ and Mn2+

When comparing activity across different preparation methods or mutations, it's critical to ensure consistent enzyme concentration and purity, which can be determined using the amino acid sequence data and standard protein quantification methods .

How can structural and functional comparisons between Dictyostelium and mammalian Squalene synthase inform drug development?

Structural and functional comparisons between D. discoideum and mammalian squalene synthase provide valuable insights for drug development strategies, particularly for selective inhibition:

Structural considerations:
The full-length D. discoideum Squalene synthase consists of 416 amino acids , sharing significant conserved catalytic domains with mammalian homologs, but with distinct differences in regulatory regions and membrane-binding domains. Comparative structural analysis can identify:

  • Conserved catalytic residues crucial for enzymatic function

  • Species-specific binding pockets that can be exploited for selective inhibition

  • Differences in allosteric regulation sites

Functional implications:
Research demonstrates that while D. discoideum Squalene synthase performs the same catalytic function as mammalian enzymes, its interactions with inhibitors and regulatory mechanisms show important differences:

  • D. discoideum Squalene synthase is not significantly inhibited by aminobisphosphonates like alendronate, whereas these compounds target FDP synthase in the same organism .

  • The inhibition profile of D. discoideum Squalene synthase against various classes of inhibitors (bisphosphonates, quinuclidines, etc.) can inform selective targeting strategies.

Drug development applications:
These comparisons enable:

  • Structure-based design of selective inhibitors targeting either mammalian or microbial Squalene synthases

  • Identification of drug resistance mechanisms by studying natural variations in enzyme structure

  • Development of dual-target inhibitors that affect both FDP synthase and Squalene synthase through integrated pathway approaches

What methodological approaches can be used to investigate the role of Squalene synthase in Dictyostelium development and differentiation?

Investigating the role of Squalene synthase in D. discoideum development requires integrated methodological approaches that span genetic, biochemical, and cellular techniques:

Genetic approaches:

  • Gene disruption: Create fdfT knockout strains similar to methods used for steely genes , by inserting plasmids into the coding region.

  • Conditional expression: Develop tetracycline-inducible expression systems to regulate fdfT expression during specific developmental stages.

  • Mutant complementation: Rescue phenotypes with wild-type or mutant fdfT constructs to identify essential functional domains.

Biochemical approaches:

  • Activity profiling: Measure Squalene synthase activity throughout the D. discoideum developmental cycle using the optimized enzyme assays described previously.

  • Metabolite analysis: Track sterol content using LC-MS during development to correlate with enzyme activity.

  • Protein-protein interaction studies: Identify developmental regulators that interact with fdfT using techniques like co-immunoprecipitation or yeast two-hybrid screening.

Cellular and developmental analyses:

  • Phenotypic characterization: Analyze developmental phenotypes of fdfT mutants during the transition from unicellular to multicellular phases.

  • Cell-type specific expression: Use in situ hybridization or reporter constructs to track fdfT expression in different cell types during development.

  • Chemical complementation: Test whether exogenous sterols can rescue developmental defects in fdfT mutants, similar to approaches used with DIF-1 in steely mutants .

Integrative approach:
Combine these methods to determine if Squalene synthase activity is regulated during the developmental cycle, particularly during the critical transition from growth to development, when many metabolic enzymes undergo significant regulation.

How can isotope labeling experiments be designed to track sterol biosynthesis through the fdfT-catalyzed step in Dictyostelium?

Isotope labeling experiments provide powerful tools for tracking metabolic flux through the sterol biosynthesis pathway in D. discoideum, particularly through the fdfT-catalyzed step. An optimized experimental design would include:

Precursor selection and labeling strategies:

  • [14C]Mevalonate labeling: Use [14C]mevalonate as the primary labeled precursor to track flux through the entire pathway .

  • [13C]Acetate labeling: Incorporate [13C]acetate for NMR-based tracking of carbon incorporation patterns.

  • Deuterium-labeled precursors: Use 2H-labeled substrates to track hydrogen transfers during catalysis.

Experimental protocols:

  • In vivo labeling:

    • Culture D. discoideum cells (3×103 to 1×104 cells/mL) in phosphate buffer with bacterial food source

    • Add isotopically labeled precursor at appropriate concentration

    • Harvest cells at different time points

    • Extract sterols and intermediates using chloroform/methanol extraction

  • In vitro enzyme assays:

    • Prepare cell extracts or purified recombinant fdfT

    • Incubate with labeled precursors (e.g., [14C]IDP or [14C]FDP)

    • Analyze product formation by TLC or HPLC with radiometric detection

Detection and quantification methods:

  • Chromatographic separation: Use HPLC or GC to separate intermediates and products

  • Mass spectrometry: Employ LC-MS/MS for detailed analysis of labeling patterns

  • Radiometric detection: Quantify [14C]-labeled compounds using scintillation counting

  • NMR spectroscopy: Analyze [13C]-labeled products for structural confirmation

Comparative analysis:

  • Compare labeling patterns between wild-type and mutant strains

  • Analyze the effect of pathway inhibitors on isotope incorporation

  • Quantify the flux control coefficient of fdfT within the pathway by varying enzyme expression levels

This comprehensive approach would provide detailed insights into the in vivo role of fdfT in sterol biosynthesis and its regulation within the context of D. discoideum metabolism.

What are the optimal conditions for culturing Dictyostelium discoideum for recombinant protein expression studies?

Successful recombinant protein expression studies in D. discoideum require careful attention to culture conditions. The following protocol is optimized for maintaining healthy cultures:

Axenic culture method:

  • Medium preparation: Use standard axenic medium such as HL5 supplemented with glucose

  • Inoculation density: Begin cultures at 3×103 to 1×104 cells/mL

  • Growth conditions: Maintain at 21-23°C with shaking at 180 rpm

  • Cell density monitoring: Count cells using a hemocytometer (note that OD measurements are not reliable for D. discoideum)

  • Subculturing frequency: Split cultures before reaching 4×106 cells/mL to maintain exponential growth

  • Culture renewal: Important to renew cultures every 2-4 weeks from frozen stocks to prevent accumulation of mutations

Bacterial co-culture method:

  • Bacterial preparation: Wash E. coli B/r and resuspend in DB buffer at OD600 of 8.0

  • Inoculation: Add D. discoideum cells at 3×103 to 1×104 cells/mL

  • Growth conditions: Incubate at 22°C with shaking at 180 rpm

  • Doubling time: Approximately 4 hours with a maximum yield of 1-2×107 cells/mL

For gene expression studies focusing specifically on fdfT, it's advisable to monitor expression levels at different stages of growth and development, as many biosynthetic enzymes in D. discoideum show developmental regulation.

How can site-directed mutagenesis be used to investigate catalytic mechanisms of Dictyostelium discoideum Squalene synthase?

Site-directed mutagenesis offers a powerful approach to probe the catalytic mechanism and structure-function relationships of D. discoideum Squalene synthase. A comprehensive investigation would include:

Target residue selection:

  • Sequence alignment analysis: Compare D. discoideum fdfT (UniProt ID: Q54DR1) with well-characterized Squalene synthases to identify conserved catalytic residues

  • Structural prediction: Use homology modeling to identify potential binding pocket residues

  • Key targets: Focus on:

    • Aspartate-rich DXXXD motifs involved in substrate binding

    • Conserved tyrosine residues in the active site

    • Residues lining the hydrophobic binding pocket

Mutagenesis strategy:

  • Conservative substitutions: Replace catalytic residues with similar amino acids to probe specific chemical contributions

  • Non-conservative substitutions: Make dramatic changes to test essential nature of residues

  • Domain swapping: Replace domains with those from other species to investigate evolutionary differences

Expression and purification of mutants:

  • Clone wild-type and mutant constructs into expression vectors with His-tags

  • Express in E. coli under optimized conditions

  • Purify using nickel affinity chromatography to >90% purity

  • Verify protein integrity by SDS-PAGE and Western blotting

Functional characterization:

  • Enzyme kinetics: Determine kcat and Km values for FDP substrate

  • Inhibitor sensitivity: Test sensitivity to known Squalene synthase inhibitors

  • Product analysis: Confirm product identity and purity by HPLC or GC-MS

  • pH and temperature profiles: Compare stability across conditions

Data interpretation:
Create a comprehensive table comparing kinetic parameters of wild-type and mutant enzymes:

Variantkcat (s-1)Km for FDP (μM)kcat/Km (M-1s-1)IC50 for inhibitor X (nM)
Wild-typex.xxxx.xx.xx×10^xxxx
D84Ax.xxxx.xx.xx×10^xxxx
Y171Fx.xxxx.xx.xx×10^xxxx
...............

This systematic approach provides mechanistic insights and can identify residues that might be targeted for species-selective inhibitor design.

What factors should be considered when establishing aBP-resistant Dictyostelium strains for studying isoprenoid pathway enzymes?

Establishing aminobisphosphonate (aBP)-resistant D. discoideum strains provides valuable tools for studying the relationship between different enzymes in the isoprenoid pathway, including Squalene synthase. Key considerations include:

Selection strategy:

  • Gradual adaptation: Begin with sub-inhibitory concentrations of aBPs (e.g., alendronate or risedronate) and gradually increase concentration

  • Direct selection: Plate cells on media containing inhibitory concentrations and select resistant colonies

  • Mutagenesis: Optionally enhance mutation rate using chemical or UV mutagenesis prior to selection

Resistance characterization:

  • Growth inhibition assays: Determine IC50 values in resistant strains compared to wild-type

  • Cross-resistance testing: Test resistance against multiple aBPs to determine specificity

  • Enzymatic assays: Compare enzyme activities in wild-type and resistant strains

    • Measure conversion of [14C]IDP into squalene in cell extracts

    • Determine IC50 values for enzyme inhibition (e.g., 75 nM vs. 700 nM for alendronate)

Molecular basis of resistance:

  • Gene sequencing: Sequence candidate genes (FDP synthase, Squalene synthase) to identify mutations

  • Expression analysis: Quantify mRNA and protein levels to detect overexpression

  • Genetic complementation: Introduce wild-type genes to confirm the basis of resistance

Lessons from previous research:
Previous studies have shown that D. discoideum strains with partial resistance to aBPs (such as MR102 and RB101) exhibited:

  • No changes in the amino acid sequence of FDP synthase

  • Overproduction of FDP synthase as the primary resistance mechanism

  • Increased IC50 values for inhibition of the conversion of [14C]IDP to squalene

This approach not only helps understand resistance mechanisms but also illuminates the interconnected nature of the isoprenoid biosynthesis pathway and the role of Squalene synthase within this network.

How might comparative studies between Dictyostelium Squalene synthase and related enzymes inform evolutionary understanding of isoprenoid metabolism?

Comparative studies between D. discoideum Squalene synthase and related enzymes across different kingdoms provide unique insights into the evolution of isoprenoid metabolism. This approach reveals:

Evolutionary conservation and divergence:

  • D. discoideum represents a unique evolutionary position as a social amoeba with both unicellular and multicellular life stages

  • Comparison of the full 416-amino acid sequence with homologs from other organisms reveals:

    • Highly conserved catalytic domains across eukaryotes

    • Lineage-specific adaptations in regulatory domains

    • Variable membrane-binding regions reflecting different cellular environments

Functional implications:

  • Conservation of substrate specificity (FDP to squalene conversion)

  • Variable regulatory mechanisms reflecting different developmental programs

  • Differential inhibitor sensitivity that may reveal adaptive pressures

Methodological approach:

  • Phylogenetic analysis of Squalene synthase sequences across diverse taxa

  • Heterologous expression of enzymes from different organisms for functional comparison

  • Domain-swapping experiments to identify functionally important regions

  • Correlation of enzyme properties with organismal sterol requirements

These comparative studies can help identify ancestral features of isoprenoid metabolism and illuminate how specialized biosynthetic pathways evolved in different lineages, providing context for the unique features of D. discoideum Squalene synthase.

What is the potential for using Dictyostelium discoideum as a model system for screening Squalene synthase inhibitors?

D. discoideum offers several advantages as a model system for screening Squalene synthase inhibitors that can inform both basic science and potential therapeutic applications:

Advantages of the D. discoideum model:

  • Eukaryotic system: Provides more relevant screening platform than bacterial expression systems

  • Growth characteristics: Rapid growth with doubling time of approximately 4 hours

  • Genetic tractability: Amenable to genetic manipulation and creation of reporter strains

  • Cell biology: Cellular responses can be readily observed and quantified

  • Evolutionary position: Serves as bridge between unicellular and multicellular eukaryotic models

Screening approaches:

  • Cell-based primary screens:

    • Growth inhibition assays in 96-well format

    • Potential for fluorescent reporter systems linked to sterol depletion

    • Comparison with aBP-resistant strains to distinguish target specificity

  • Biochemical secondary screens:

    • Recombinant enzyme assays using purified His-tagged fdfT

    • Product detection by HPLC or radiometric assays

    • Structure-activity relationship development

  • Mechanistic characterization:

    • Target validation through genetic approaches

    • Resistance development studies

    • Pathway flux analysis using isotope labeling

Translational relevance:
The D. discoideum system can be used to identify compounds that selectively inhibit protozoan or fungal Squalene synthases while sparing the mammalian enzyme, potentially leading to new anti-infective strategies with reduced host toxicity.

How can integrative multi-omics approaches enhance our understanding of Squalene synthase function in the context of Dictyostelium metabolism?

Integrative multi-omics approaches provide comprehensive insights into Squalene synthase function within the broader metabolic network of D. discoideum:

Multi-omics integration strategy:

  • Genomics:

    • Comparative genomic analysis of isoprenoid pathway genes across Dictyostelid species

    • Identification of regulatory elements controlling fdfT expression

    • Exploration of gene duplications and specializations

  • Transcriptomics:

    • RNA-Seq analysis of fdfT expression across developmental stages

    • Correlation with expression patterns of other sterol biosynthesis genes

    • Identification of co-regulated gene clusters

  • Proteomics:

    • Quantitative proteomics to measure fdfT protein abundance

    • Post-translational modification analysis

    • Protein-protein interaction networks using IP-MS approaches

  • Metabolomics:

    • Targeted analysis of sterol pathway intermediates

    • Flux analysis using stable isotope labeling

    • Global metabolic profiling to identify pathway interconnections

Data integration methods:

  • Correlation networks: Identify relationships between transcript, protein, and metabolite levels

  • Pathway modeling: Construct kinetic models of the sterol biosynthesis pathway

  • Machine learning approaches: Predict regulatory relationships and metabolic responses

Applications:

  • Developmental biology: Understand how sterol metabolism is integrated with D. discoideum development

  • Comparative biology: Contrast with sterol metabolism in other organisms

  • Systems pharmacology: Predict system-wide effects of pathway inhibition

This integrative approach would provide unprecedented insights into how Squalene synthase functions within the complex metabolic network of D. discoideum, revealing both conservation and specialization of isoprenoid metabolism in this model organism.

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