Recombinant Nautilia profundicola Elongation factor G (fusA), partial

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Description

Functional Role of Elongation Factor G (fusA)

Elongation factor G (EF-G), encoded by the fusA gene, is a GTPase critical for ribosomal translocation during protein synthesis. Key functions include:

  • tRNA/mRNA translocation: Facilitates movement of tRNA from the A-site to P-site during translation elongation .

  • Ribosome recycling: Assists in disassembling post-termination ribosomal complexes .

  • Antibiotic target: Binds to ribosomes in a GTP-dependent manner, making it a target for fusidic acid .

In Nautilia profundicola, EF-G likely contributes to thermostable translation machinery, given its hydrothermal vent habitat (30–55°C) .

Genomic and Environmental Context

  • Habitat: Anaerobic, sulfur-rich hydrothermal vents with extreme temperature gradients (22–80°C) .

  • Genome: Compact 1.7-Mbp genome lacking extensive horizontal gene transfer, suggesting specialized adaptations .

  • Thermostability mechanisms: Reverse gyrase (rgy) expression increases at elevated temperatures, stabilizing DNA .

Inferred fusA Characteristics

PropertyDetails
Thermal stabilityLikely enhanced due to N. profundicola’s thermophilic niche .
Structural motifsGTPase domain conserved; potential unique residues for thermoadaptation .
Expression systemLikely E. coli (common for recombinant proteins, as in ).

Production and Purification (Extrapolated from13)

  • Expression region: Partial sequence (e.g., residues 1–691 in homologs) .

  • Tagging: Affinity tags (e.g., His-tag) likely used for purification, though exact details unspecified.

  • Purity: >85% via SDS-PAGE, typical for recombinant proteins .

Research Gaps and Future Directions

  1. Structural studies: No crystal structures of N. profundicola EF-G are available. Comparative modeling using Natranaerobius thermophilus EF-G (UniProt B2A4D6) could predict thermostable regions.

  2. Functional assays: Role of fusA in N. profundicola’s nitrogen assimilation pathway (hypothesized in ) remains untested.

  3. Biotechnological potential: EF-G’s thermostability could benefit industrial enzyme engineering or antibiotic resistance studies .

Comparative Analysis of fusA Across Species

SpeciesfusA FunctionUnique Adaptations
Pseudomonas plecoglossicidaVirulence regulation, biofilm formation pH/Cu²⁺-responsive expression
Clostridium difficileAntibiotic resistance Mutation-driven fusidic acid resistance
Nautilia profundicolaHypothesized thermal adaptation Reverse gyrase synergy

Product Specs

Form
Lyophilized powder. We will preferentially ship the available format. If you have special format requirements, please specify them when ordering.
Lead Time
Delivery time varies by purchasing method and location. Consult your local distributor for specific delivery times. All proteins are shipped with normal blue ice packs by default. Contact us in advance for dry ice shipping (extra fees apply).
Notes
Avoid repeated freeze-thaw cycles. Working aliquots are stable at 4°C for up to one week.
Reconstitution
Briefly centrifuge the vial before opening. Reconstitute 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, storage temperature, and protein stability. Liquid form is generally stable for 6 months at -20°C/-80°C. Lyophilized form is generally stable for 12 months at -20°C/-80°C.
Storage Condition
Store at -20°C/-80°C upon receipt. Aliquot for multiple uses. Avoid repeated freeze-thaw cycles.
Tag Info
Tag type is determined during manufacturing. If you require a specific tag, please inform us, and we will prioritize its development.
Synonyms
fusA; NAMH_0184Elongation factor G; EF-G
Buffer Before Lyophilization
Tris/PBS-based buffer, 6% Trehalose.
Datasheet
Please contact us to get it.
Protein Length
Partial
Purity
>85% (SDS-PAGE)
Species
Nautilia profundicola (strain ATCC BAA-1463 / DSM 18972 / AmH)
Target Names
fusA
Uniprot No.

Target Background

Function
This protein catalyzes the GTP-dependent ribosomal translocation step during translation elongation. It facilitates the ribosome's transition from the pre-translocational (PRE) to the post-translocational (POST) state. This involves movement of the peptidyl-tRNA and deacylated tRNA to the P and E sites, respectively. It also coordinates the movement of the two tRNA molecules, the mRNA, and conformational changes in the ribosome.
Database Links
Protein Families
TRAFAC class translation factor GTPase superfamily, Classic translation factor GTPase family, EF-G/EF-2 subfamily
Subcellular Location
Cytoplasm.

Q&A

What is Nautilia profundicola and why is its Elongation Factor G significant for research?

Nautilia profundicola strain Am-H is a moderately thermophilic, deeply-branching Epsilonproteobacterium found in hydrothermal vents and as part of the microbial community on the dorsal surface of vent polychaete, Alvinella pompejana . This organism is particularly significant as a model for studying adaptation to extreme environments that may reflect conditions of early Earth. Its Elongation Factor G (fusA) is of interest because:

  • It functions in protein synthesis under extreme temperature and redox fluctuations

  • As a housekeeping gene, fusA can provide insights into evolutionary adaptations within the Epsilonproteobacteria

  • Understanding its structural adaptations could inform biotechnology applications requiring thermostable translation factors

  • The gene can serve as a molecular marker for phylogenetic studies of deep-sea vent microbes

N. profundicola has adapted to survive in anaerobic, sulfur, H₂- and CO₂-rich environments with fluctuating redox potentials and temperatures , making its translation machinery proteins like fusA potentially unique in structure and function.

What expression systems are most effective for producing recombinant N. profundicola fusA protein?

Methodological answer:

The optimal expression system for recombinant N. profundicola fusA depends on your experimental objectives. Based on research with similar proteins from extremophiles, consider these approaches:

Expression SystemAdvantagesLimitationsRecommended For
E. coli BL21(DE3)High yield, simple protocols, cost-effectiveMay not fold properly, inclusion body formationInitial characterization, antibody production
E. coli Arctic ExpressBetter folding at lower temperatures (12-15°C)Slower growth, lower yieldsObtaining soluble, active protein
Thermophilic hosts (T. thermophilus)Better folding of thermophilic proteinsMore complex protocols, specialized mediaFunctional studies requiring native conformation
Cell-free systemsAvoids toxicity issues, rapidLower yields, higher costQuick screening, toxic proteins

For successful expression:

  • Optimize codon usage for the host organism

  • Consider using a truncated (partial) construct if the full-length protein is difficult to express

  • Test multiple fusion tags (His, GST, MBP) to identify optimal solubility

  • Implement a stepwise temperature reduction protocol during induction for E. coli systems

  • Supplement growth media with rare amino acids and cofactors used by extremophiles

The moderately thermophilic nature of N. profundicola (optimal growth at approximately 40°C) suggests that standard mesophilic expression systems with temperature modification should be sufficient .

How should researchers purify recombinant N. profundicola fusA to maintain its native properties?

The purification strategy should account for the unique properties of N. profundicola proteins adapted to hydrothermal vent conditions:

  • Buffer composition:

    • Use buffers containing 5-10% glycerol to improve protein stability

    • Include reducing agents (DTT or β-mercaptoethanol) to maintain proper disulfide bonding

    • Consider including trace amounts of sulfide compounds (0.1-0.5 mM) to mimic natural environment

  • Temperature considerations:

    • Perform purification steps at 25-30°C rather than traditional 4°C

    • Test thermal stability during each purification step to monitor activity

  • Recommended purification workflow:

    • Initial capture: Immobilized metal affinity chromatography (IMAC) if His-tagged

    • Intermediate purification: Ion exchange chromatography (IEX)

    • Polishing: Size exclusion chromatography (SEC)

    • Quality control: Circular dichroism (CD) to assess secondary structure integrity

  • Stability assessment:

    • Monitor activity at various temperatures (30-60°C)

    • Test stability under different redox conditions to ensure native conformation

Remember that N. profundicola has adapted to environments with fluctuating redox potentials , so maintaining appropriate redox conditions during purification is critical for protein function.

How do structural adaptations in N. profundicola fusA compare to those from other extremophiles and mesophiles?

Structural adaptations in N. profundicola fusA likely reflect the unique environmental pressures of deep-sea hydrothermal vents. While specific structural data for N. profundicola fusA is limited, comparative analysis with other extremophiles suggests several probable adaptations:

FeatureN. profundicola (predicted)HyperthermophilesMesophilesFunctional Significance
Surface chargeHigher content of acidic residuesVery high content of acidic residuesBalanced charge distributionProtein stability at high temperatures
Ion pairsModerate increaseSignificant increaseFewer ion pairsThermal stability
Hydrophobic coreMore compactVery compactLess compactStructural rigidity
Disulfide bondsPotentially more numerousVariableFewerStability under oxidative stress
Flexible loopsReduced lengthMinimalLongerReduced entropy upon heating

N. profundicola occupies an interesting intermediate niche as a moderate thermophile (rather than hyperthermophile), suggesting its fusA may have distinctive features. Given that N. profundicola contains the gene (rgy) encoding reverse gyrase , a protein typically associated with hyperthermophiles, its fusA may incorporate some thermophilic adaptations while maintaining flexibility for function across temperature ranges.

To experimentally validate these predictions:

  • Perform comparative in silico analysis of fusA sequences across temperature-diverse Epsilonproteobacteria

  • Conduct thermal denaturation studies using differential scanning fluorimetry

  • Utilize hydrogen-deuterium exchange mass spectrometry to identify flexible regions

What role might N. profundicola fusA play in adaptation to rapid temperature fluctuations in hydrothermal vent environments?

N. profundicola inhabits environments characterized by rapid temperature fluctuations, and its elongation factor G likely plays a critical role in maintaining protein synthesis under these challenging conditions. Research suggests several adaptive mechanisms:

  • Temperature-responsive expression regulation:

    • Similar to the observed 100-fold induction of reverse gyrase (rgy) with a 20°C temperature increase , fusA may show temperature-responsive expression patterns

    • Potential temperature-sensitive promoter elements may regulate fusA expression

  • Functional adaptation mechanisms:

    • Conditional conformational changes that maintain activity across broader temperature ranges

    • Potential interaction with thermostable ribosomes to preserve translation capabilities

    • Association with molecular chaperones during temperature shifts

  • Experimental data from related systems suggests:

Temperature ShiftPredicted fusA ResponseCellular EffectRecovery Time
+10°C (40°C→50°C)Temporary activity reductionTranslation slowdown15-30 minutes
+20°C (40°C→60°C)Significant induction of additional fusATranslation arrest followed by recovery30-60 minutes
-10°C (40°C→30°C)Minimal effectSlight translation slowdown5-15 minutes

To investigate this function experimentally:

  • Perform qRT-PCR analysis of fusA expression under different temperature regimes

  • Measure in vitro translation rates using purified components at various temperatures

  • Analyze ribosome association patterns during temperature shifts

  • Compare the temperature adaptation mechanisms with those used for the reverse gyrase protein, which shows dramatic induction with temperature increases

How does N. profundicola fusA function within the context of the organism's unique nitrogen metabolism?

N. profundicola employs a novel nitrate ammonification pathway (reverse-HURM) that differs from classical pathways found in other bacteria . The elongation factor G may have specialized features to facilitate protein synthesis under these unique metabolic conditions:

  • Potential specialized roles:

    • Preferential translation of nitrogen metabolism proteins during nitrate utilization

    • Adaptation to pH and ionic changes associated with hydroxylamine and ammonium intermediates

    • Possible moonlighting functions beyond translation, as seen in other extremophiles

  • Expression correlation with nitrogen metabolism:

    • While specific fusA expression data is not available, other genes in N. profundicola show strong differential expression under different nitrogen conditions

    • Key genes of the reverse-HURM pathway show 4.6 to 10.3-fold increased expression in nitrate-grown cells compared to ammonium-grown cells

    • It would be valuable to analyze whether fusA expression correlates with these nitrogen metabolism genes

  • Experimental approach to investigate this relationship:

    • Perform co-expression analysis of fusA with nitrogen metabolism genes

    • Analyze fusA promoter for nitrogen-responsive elements

    • Test whether recombinant fusA activity is affected by intermediates of the reverse-HURM pathway

Nitrogen ConditionGrowth Rate (Relative)Proposed fusA ExpressionPredicted Impact on Translation
Nitrate + sulfide2.0×Potentially upregulatedEnhanced synthesis of N-metabolism proteins
Ammonium + polysulfide1.0×BaselineStandard translation profile
Nitrate + polysulfide2.0×Potentially upregulatedEnhanced synthesis of N-metabolism proteins
Ammonium + sulfideNo growthUnknownN/A

What experimental approaches can assess the thermal stability mechanisms of recombinant N. profundicola fusA?

To comprehensively evaluate the thermal stability mechanisms of recombinant N. profundicola fusA, employ these methodological approaches:

Based on N. profundicola's adaptation to environments with fluctuating temperatures , its fusA likely employs multiple stabilization strategies rather than a single mechanism, making a multi-technique approach essential.

How might post-translational modifications of N. profundicola fusA differ from those in mesophilic bacteria?

Post-translational modifications (PTMs) may play a crucial role in N. profundicola fusA function and adaptation to extreme conditions. While direct evidence for N. profundicola fusA PTMs is limited, comparative analysis suggests several possibilities:

  • Predicted PTM differences:

Modification TypeExpected in N. profundicolaTypical in MesophilesFunctional Implication
MethylationPotentially increasedPresentEnhanced thermal stability
PhosphorylationPossibly reducedCommonDifferent regulatory mechanisms
AcetylationPotentially presentPresentRegulation of activity
ThiolationPotentially increasedRareAdaptation to sulfur-rich environment
GlycosylationUnlikelyRare in bacterial EF-GN/A
  • Environmental influences on PTMs:

    • Sulfur-rich environment of hydrothermal vents may favor sulfur-containing modifications

    • Fluctuating redox conditions may necessitate reversible redox-sensitive modifications

    • Temperature variations could require temperature-responsive modifications

  • Methodological approach to identify PTMs:

    • Mass spectrometry analysis of purified recombinant and native fusA

    • Comparison of modification patterns under different growth conditions

    • Functional assessment of proteins with and without specific modifications

  • PTM machinery analysis:

    • Examine N. profundicola genome for presence of modification enzymes

    • Compare with those found in related Epsilonproteobacteria

    • Identify unique modification pathways

The numerous stress response systems identified in the N. profundicola genome suggest sophisticated regulation mechanisms that likely extend to translational machinery proteins like fusA.

What control experiments are essential when working with recombinant N. profundicola fusA?

When designing experiments with recombinant N. profundicola fusA, implement these essential controls:

  • Protein quality controls:

    • SDS-PAGE analysis for purity assessment (>95% purity recommended)

    • Western blot confirmation of identity using anti-His tag and anti-fusA antibodies

    • Mass spectrometry verification of intact mass and peptide mapping

    • Circular dichroism to confirm proper secondary structure formation

  • Activity controls:

    • Parallel testing of E. coli fusA as a mesophilic reference

    • Temperature-dependent activity profiling (20-70°C)

    • GTPase activity measurement under standard conditions

    • Ribosome binding and translation activity assays

  • Stability controls:

    • Time-course stability at storage and experimental temperatures

    • Freeze-thaw stability assessment

    • Buffer composition effects on activity maintenance

    • Redox stability with various reducing agents

  • Experimental design controls:

    • Validate each new protein preparation against previous batches

    • Run parallel experiments with heat-inactivated protein

    • Include buffer-only controls for all assays

    • Test for interfering factors from the expression system

  • Environmental condition controls:

    • Test activity across pH ranges relevant to hydrothermal vents (pH 5.5-8.0)

    • Evaluate effects of various metal ions at concentrations found in vent environments

    • Assess impact of sulfur compounds found in N. profundicola's natural habitat

These controls are particularly important given N. profundicola's adaptation to extreme and fluctuating environmental conditions , which may result in unique protein behavior compared to mesophilic model systems.

How can researchers optimize heterologous expression of N. profundicola fusA for structural studies?

Optimizing heterologous expression of N. profundicola fusA for structural studies requires addressing several challenges specific to proteins from extremophiles:

  • Expression construct optimization:

    • Test both full-length and truncated constructs based on domain predictions

    • Employ fusion partners known to enhance solubility (MBP, SUMO, or TrxA)

    • Design constructs with precision-cleavable tags for crystallography

    • Consider codon optimization for expression host

  • Expression conditions matrix:

ParameterVariables to TestMonitoring MethodExpected Outcome
Temperature15°C, 25°C, 30°CSDS-PAGE/WesternOptimal balance between yield and folding
Induction0.1-1.0 mM IPTG, auto-inductionSDS-PAGEConditions that minimize inclusion bodies
MediaLB, TB, M9, specialty mediaGrowth curves, yield quantificationMedia supporting highest soluble yield
AdditivesGlycerol, arginine, proline, sulfur compoundsSolubility assessmentEnhanced protein solubility
  • Purification strategy for structural studies:

    • Implement two orthogonal chromatography steps minimum

    • Screen multiple buffers using thermal shift assays (TSA)

    • Include GTP or non-hydrolyzable analogs to stabilize conformation

    • Assess homogeneity by dynamic light scattering (DLS)

  • Protein quality verification for structural studies:

    • Size-exclusion chromatography with multi-angle light scattering (SEC-MALS)

    • Mass photometry for oligomeric state determination

    • Limited proteolysis to identify stable domains

    • Initial crystallization screening at multiple concentrations

  • Alternative expression systems if E. coli fails:

    • Cell-free expression systems

    • Bacillus subtilis for gram-positive expression

    • Methylotrophic yeasts for eukaryotic expression with prokaryotic codon preference

Given that N. profundicola contains all the genes necessary for life in extreme anaerobic, sulfur, H₂- and CO₂-rich environments with fluctuating redox potentials and temperatures , its proteins may require special consideration for optimal expression and stability.

What bioinformatic approaches can identify unique features of N. profundicola fusA compared to mesophilic homologs?

Conducting comprehensive bioinformatic analysis of N. profundicola fusA requires multi-faceted approaches:

  • Sequence-based comparisons:

    • Multiple sequence alignment with fusA from diverse thermal environments

    • Calculate amino acid composition bias (e.g., increased Glu, Asp, Arg, Lys in thermophiles)

    • Identify conserved domains and unique insertions/deletions

    • Analyze codon usage patterns and GC content in the gene sequence

  • Structural prediction and analysis:

    • Generate homology models based on available crystal structures

    • Calculate electrostatic surface potentials

    • Identify potential ionic interaction networks

    • Analyze predicted flexibility using normal mode analysis

  • Evolutionary analysis:

    • Construct phylogenetic trees using maximum likelihood methods

    • Calculate selection pressures (dN/dS) across different domains

    • Identify potential horizontal gene transfer events

    • Trace evolutionary patterns within Epsilonproteobacteria

  • Specialized feature analysis:

FeatureAnalysis MethodExpected OutcomeInterpretation Guide
Thermostability determinantsHBOND, SSBOND, and IONIC module analysisIdentification of stabilizing interactionsCompare density with mesophilic homologs
Domain flexibilityB-factor prediction, molecular dynamicsRegions of structural plasticityCorrelate with function and temperature adaptation
Binding sitesSiteMap, CASTp, COACHIdentification of functional pocketsCompare conservation and properties across thermal range
Intrinsic disorderPONDR, IUPred2ARegions lacking fixed structureAssess relationship to thermal adaptation
  • Integration with genomic context:

    • Analyze genomic neighborhood of fusA

    • Compare with synteny in related species

    • Identify potential co-regulated genes

    • Examine promoter regions for unique regulatory elements

These approaches can reveal how N. profundicola fusA has adapted to function in extreme deep-sea hydrothermal vent environments characterized by fluctuating temperatures and redox states .

How can researchers accurately interpret kinetic data from N. profundicola fusA considering its environmental adaptations?

Interpreting kinetic data from N. profundicola fusA requires special considerations due to its adaptation to extreme and fluctuating conditions:

  • Temperature-dependence considerations:

    • Construct full temperature-activity profiles (20-70°C)

    • Calculate activation energy (Ea) using Arrhenius plots

    • Determine temperature optimum and compare to organism's growth temperature

    • Evaluate temperature effects on substrate affinity (Km) separately from catalytic rate (kcat)

  • Key parameters to measure across conditions:

ParameterMeasurement ApproachExpected Trend for N. profundicolaComparison to Mesophiles
kcatGTP hydrolysis ratePotentially lower at low temperatures, maintained at higher temperaturesHigher at low temperatures, decreases at high temperatures
Km for GTPVarying substrate concentrationPotentially less temperature-sensitiveIncreases with temperature
Catalytic efficiency (kcat/Km)Calculate from individual parametersBroader efficient temperature rangeNarrow optimal temperature range
Thermodynamic parameters (ΔH, ΔS)van't Hoff analysisDifferent entropy-enthalpy compensationDifferent balance favoring ambient conditions
  • Environmental condition matrix:

    • Test activity across relevant pH range (pH 5.5-8.0)

    • Evaluate effects of salt concentration (0.1-0.5 M NaCl)

    • Assess impact of reducing agents (mimicking redox fluctuations)

    • Measure effects of pressure relevant to deep-sea environments

  • Data normalization approaches:

    • Normalize to optimal conditions rather than standard conditions

    • Consider relative activity across environmental variables

    • Compare temperature quotient (Q10) values with mesophilic homologs

    • Develop 3D activity landscapes across multiple variables

  • Methodological controls for accurate interpretation:

    • Verify protein stability throughout assay period

    • Account for temperature effects on assay components

    • Implement parallel assays with mesophilic and thermophilic controls

    • Validate results using orthogonal activity measurement techniques

Given that N. profundicola thrives in environments with fluctuating temperatures and redox potentials , its fusA likely exhibits unique kinetic properties adapted to function across varying conditions rather than being optimized for a single condition.

How might N. profundicola fusA be used as a model for studying translational adaptation to extreme environments?

N. profundicola fusA represents an excellent model for investigating translational adaptations to extreme environments for several compelling reasons:

  • Evolutionary significance:

    • N. profundicola belongs to the deepest branching lineage of Epsilonproteobacteria

    • Its proteins may retain features reflecting ancient adaptation strategies

    • Comparative studies across thermal adaptation gradients can reveal evolutionary mechanisms

    • May provide insights into the evolution of translation systems under primitive Earth conditions

  • Research framework for translational adaptation studies:

Research AreaApproach Using N. profundicola fusAExpected InsightsApplications
Thermal adaptation mechanismStructure-function analysis across temperaturesIdentification of flexibility-stability trade-offsDesign of thermostable biotechnology tools
Redox-responsive translationCharacterize activity under varying redox conditionsUnderstanding translation regulation under oxidative stressModels for stress response in pathogens
Environmental sensingIdentify conformational changes linked to environmental shiftsMolecular mechanisms of environmental adaptationBiosensor development
Co-evolution with ribosomesReconstruct interaction networks with ribosomal componentsPrinciples of coordinated macromolecular evolutionSynthetic biology applications
  • Experimental approaches:

    • Develop reconstituted translation systems with components from N. profundicola

    • Create chimeric translation machinery with components from different thermal environments

    • Implement directed evolution experiments under fluctuating conditions

    • Perform comparative ribosome profiling across environmental conditions

  • Broader implications:

    • Insights into adaptation mechanisms relevant to other extremophiles

    • Understanding of protein synthesis under fluctuating conditions in mesophilic pathogens

    • Principles for engineering robust translation systems for biotechnology

    • Models for predicting climate change impacts on microbial protein synthesis

The fact that N. profundicola contains genes for life in conditions that may reflect the early Earth biosphere makes its translational machinery particularly valuable for understanding fundamental adaptation principles.

What emerging techniques could advance the structural characterization of challenging proteins like N. profundicola fusA?

Several cutting-edge techniques show particular promise for characterizing structurally challenging proteins like N. profundicola fusA:

  • Cryo-electron microscopy (cryo-EM) advances:

    • Single-particle analysis for high-resolution structure determination without crystallization

    • Time-resolved cryo-EM to capture different conformational states

    • Advantages for dynamic proteins that resist crystallization

    • Particularly valuable for visualizing fusA-ribosome interactions

  • Integrated structural biology approaches:

TechniqueApplication to N. profundicola fusAAdvantagesLimitations
AlphaFold2 and RoseTTAFoldAccurate structural predictionRequires minimal sample, provides starting modelsLimited accuracy for novel folds
Hydrogen-deuterium exchange MSMap conformational dynamicsWorks with small samples, provides dynamics informationLower resolution than atomic methods
Small-angle X-ray scattering (SAXS)Solution structure and conformational changesNative conditions, no crystals neededLower resolution
Solid-state NMRStructure in varied environmentsCan work with difficult samplesSample preparation challenges
Microcrystal electron diffractionStructure from nanocrystalsWorks with extremely small crystalsSample preparation complexity
  • Dynamic and functional characterization:

    • Single-molecule FRET to track conformational changes in real-time

    • Optical tweezers to measure force generation during translocation

    • Native mass spectrometry to identify binding partners and conformational states

    • High-pressure X-ray crystallography to mimic deep-sea conditions

  • In situ structural studies:

    • Cryo-electron tomography of cells expressing tagged fusA

    • Correlative light and electron microscopy to track fusA in cells

    • In-cell NMR to study structure in cellular environment

    • Mass photometry for stoichiometry determination in near-native conditions

  • Artificial intelligence integration:

    • Machine learning for improved model building from low-resolution data

    • Neural networks to predict functional consequences of structural features

    • Automated experimental design optimization for challenging proteins

These advanced techniques are particularly valuable for proteins like N. profundicola fusA that may have evolved unique structural adaptations to function under the extreme conditions of hydrothermal vents with fluctuating temperatures and redox states .

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