Recombinant Anabaena variabilis ATP synthase subunit b (atpF)

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Product Specs

Form
Lyophilized powder
Note: While we prioritize shipping the format currently in stock, please specify your format preference during order placement for customized preparation.
Lead Time
Delivery times vary depending on the purchasing method and location. Please contact 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 the 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%, which can 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 production. If you require a specific tag, please inform us, and we will prioritize its development.
Synonyms
atpF; Ava_2613; ATP synthase subunit b; ATP synthase F(0 sector subunit b; ATPase subunit I; F-type ATPase subunit b; F-ATPase subunit b
Buffer Before Lyophilization
Tris/PBS-based buffer, 6% Trehalose.
Datasheet
Please contact us to get it.
Expression Region
1-187
Protein Length
full length protein
Species
Anabaena variabilis (strain ATCC 29413 / PCC 7937)
Target Names
atpF
Target Protein Sequence
MGTFLLLMAEASAVGGELAEGGAEGGFGLNTNILDTNLINLAIIITVLFVFGRKVLGNTL KTRRENIETAIKNAEQRAADAAKQLKEAQQKLEQAQAEAERIKKSAQDNAQTAGQAILAQ AAVDIERLQEAGAADLNAELDRAIAQLRQRVVALALQKVESELQGGIADDAQKILIDRSI AQLGGEV
Uniprot No.

Target Background

Function
F(1)F(0) ATP synthase synthesizes ATP from ADP using a proton or sodium gradient. This enzyme comprises two domains: F(1), the extramembranous catalytic core, and F(0), the membrane proton channel. These are linked by a central and peripheral stalk. ATP synthesis in the F(1) catalytic domain is coupled, via a rotary mechanism involving the central stalk subunits, to proton translocation. This protein is a component of the F(0) channel and forms part of the peripheral stalk, linking F(1) to F(0).
Database Links
Protein Families
ATPase B chain family
Subcellular Location
Cellular thylakoid membrane; Single-pass membrane protein.

Q&A

What is ATP synthase in Anabaena variabilis and what role does the subunit b (atpF) play?

ATP synthase in cyanobacteria like Anabaena variabilis is an F-type ATP synthase complex responsible for ATP synthesis through oxidative phosphorylation and photophosphorylation. The complex consists of two main domains: the hydrophilic F₁ catalytic domain and the hydrophobic F₀ membrane domain.

The b subunit (encoded by atpF) is a critical component of the peripheral stalk within the F₀ domain that connects the F₁ and F₀ domains. This stalk acts as a stator, preventing the F₁ domain from rotating with the c-ring during ATP synthesis. In Anabaena variabilis, ATP synthase plays a pivotal role in energy metabolism, with special importance in supporting nitrogen fixation in heterocyst cells where energy demands are high for nitrogenase activity.

To study the b subunit specifically:

  • Isolate the gene from genomic DNA using PCR

  • Clone into expression vectors with appropriate tags

  • Express in a suitable host system like E. coli

  • Characterize using structural and functional assays

The b subunit in Anabaena resembles its counterparts in other cyanobacteria but exhibits specific adaptations that may contribute to its function in both vegetative cells and heterocysts.

How does recombinant Anabaena variabilis ATP synthase subunit b differ from the native protein?

Recombinant Anabaena variabilis ATP synthase subunit b typically differs from the native protein in several important aspects:

FeatureNative ProteinRecombinant ProteinResearch Implications
Affinity tagsNoneUsually His-tagged Facilitates purification but may affect structure
Expression hostAnabaena variabilisTypically E. coli Different lipid environment and folding machinery
Post-translational modificationsNatural modifications presentOften lacking or differentMay affect activity and interactions
SolubilityMembrane-integratedOften purified with detergentsRequires optimization for functional studies
Interaction partnersPresent in complete complexIsolated subunitMay exhibit different structural properties

When working with recombinant ATP synthase subunit b, researchers should:

  • Compare properties with native protein whenever possible

  • Verify proper folding using spectroscopic methods

  • Test functional complementation in deletion strains

  • Consider the impact of tags on structure and function

  • Optimize detergent conditions to maintain native-like conformation

The amino acid sequence for recombinant His-tagged Anabaena variabilis ATP synthase subunit b' (atpG), which is related to subunit b, consists of 163 amino acids as described in the product information .

What expression systems work best for recombinant Anabaena variabilis ATP synthase subunit b production?

Several expression systems have been developed for recombinant ATP synthase subunits from cyanobacteria, each with specific advantages for different research applications:

Expression SystemAdvantagesLimitationsOptimization Approaches
E. coli BL21(DE3)High yield, widely used for Anabaena proteins Potential folding issuesLower temperature (18-20°C), mild induction
E. coli C41/C43Specialized for membrane proteinsLower yield than standard BL21Extended expression time (18-24h)
Yeast systemsSome post-translational modificationsComplex media requirementsUse strong inducible promoters
Cell-free systemsRapid expression, control over environmentLower yield, expensiveAdd chaperones, optimize reducing environment

For optimal results with E. coli expression (most commonly used ):

  • Clone the atpF gene into a vector with an N-terminal His-tag

  • Transform into E. coli BL21(DE)3 or C41(DE)3

  • Grow cultures at 37°C until OD₆₀₀ reaches 0.6-0.8

  • Induce with 0.1-0.5 mM IPTG

  • Shift temperature to 18-20°C

  • Continue expression for 16-18 hours

  • Harvest cells and proceed with extraction

This approach typically yields recombinant protein of sufficient quantity and quality for structural and functional studies .

What purification methods yield the highest purity recombinant Anabaena variabilis ATP synthase subunit b?

Purifying recombinant Anabaena variabilis ATP synthase subunit b to high purity requires a strategic multi-step approach:

Step 1: Cell Lysis and Initial Extraction

  • Buffer composition: 50 mM Tris-HCl pH 8.0, 300 mM NaCl, 10% glycerol, 1 mM DTT, protease inhibitors

  • For membrane-associated proteins: Add 0.5-1% mild detergent (DDM, LDAO, or Digitonin)

  • Sonication or high-pressure homogenization for efficient lysis

  • Centrifugation at 20,000×g (30 min) to remove cell debris

Step 2: Affinity Chromatography

  • For His-tagged proteins :

    • Equilibrate Ni-NTA resin with lysis buffer containing 10 mM imidazole

    • Bind clarified lysate to resin (batch or column format)

    • Wash with increasing imidazole concentrations (20-50 mM)

    • Elute with 250-300 mM imidazole

    • Monitor purity by SDS-PAGE after each step

Step 3: Secondary Purification

  • Size exclusion chromatography:

    • Superdex 200 column in 25 mM Tris-HCl pH 7.5, 150 mM NaCl, 5% glycerol

    • Include appropriate detergent at concentrations above CMC

    • Collect fractions and analyze by SDS-PAGE

  • Ion exchange chromatography (if needed):

    • Select appropriate resin based on predicted pI

    • Use shallow salt gradient for elution

Following this protocol, the recombinant protein can be obtained with purity greater than 90% as indicated in product specifications . The purified protein can be stored as lyophilized powder or in solution with 10-20% glycerol at -80°C.

How can I verify that purified recombinant Anabaena variabilis ATP synthase subunit b retains its native conformation?

Verifying the native conformation of purified recombinant Anabaena variabilis ATP synthase subunit b requires a multi-technique approach:

Biophysical Characterization:

  • Circular Dichroism (CD) Spectroscopy:

    • Far-UV CD (190-260 nm) to assess secondary structure content

    • Expected pattern: High α-helical content (characteristic negative bands at 208 and 222 nm)

    • Compare with predicted secondary structure from sequence analysis

    • Protocol: Use 0.1 mg/ml protein in phosphate buffer, 1 mm path length cell

  • Intrinsic Fluorescence Spectroscopy:

    • Excite at 280 nm, scan emission 300-400 nm

    • Properly folded protein will show emission maximum at ~330-340 nm

    • Denatured states typically show red-shifted emission (~350 nm)

  • Thermal Stability Analysis:

    • Differential scanning calorimetry or thermal shift assays

    • Properly folded protein should have cooperative unfolding transition

    • Compare Tm values with literature data or native protein preparations

Functional Verification:

  • Binding Partner Interaction Assays:

    • Pull-down assays with other ATP synthase subunits

    • Surface plasmon resonance with natural interaction partners

    • Co-purification with other subunits when possible

  • Structural Integrity Tests:

    • Limited proteolysis patterns (properly folded proteins show resistance to digestion)

    • Native gel electrophoresis to verify oligomeric state

    • Analytical ultracentrifugation for shape and oligomerization analysis

Data Interpretation Guidelines:

The b subunit of ATP synthase is predominantly α-helical, particularly in its C-terminal domain. Properly folded recombinant protein should exhibit:

  • 60% α-helical content by CD analysis

  • Resistance to limited proteolysis at physiological temperatures

  • Specific binding to other ATP synthase subunits

  • Proper oligomerization state (typically dimeric in nature)

If the recombinant protein fails these tests, consider optimizing detergent conditions, adding stabilizing agents, or modifying purification protocols to better preserve the native conformation.

What strategies can I use to study the interaction between Anabaena variabilis ATP synthase subunit b and other ATP synthase components?

Studying the interactions between Anabaena variabilis ATP synthase subunit b and other components requires specialized techniques suitable for membrane protein complexes:

In Vitro Interaction Analysis:

  • Microscale Thermophoresis (MST):

    • Label purified subunit b with fluorescent dye

    • Titrate unlabeled partner proteins

    • Measure thermophoretic mobility changes

    • Advantages: Low sample consumption, solution-based measurements

    • Protocol: Use 20-50 nM labeled protein, partner concentration series from 0.1-10,000 nM

  • Surface Plasmon Resonance (SPR):

    • Immobilize His-tagged subunit b on NTA sensor chip

    • Flow other subunits as analytes

    • Monitor real-time binding and dissociation

    • Determine kinetic parameters (kon, koff)

    • Quantify affinity (KD)

  • Chemical Crosslinking Coupled with Mass Spectrometry:

    • React purified subunits with MS-cleavable crosslinkers (DSSO, DSS)

    • Digest crosslinked complexes with trypsin

    • Analyze by LC-MS/MS

    • Identify crosslinked peptides using software like XlinkX or pLink

    • Map interaction interfaces to structural models

Reconstitution Approaches:

  • Co-expression Systems:

    • Design constructs for co-expression of multiple subunits

    • Use polycistronic vectors or dual plasmid systems

    • Purify intact subcomplexes

    • Verify composition by mass spectrometry

  • Step-wise Reconstitution:

    • Purify individual subunits separately

    • Combine in controlled ratios

    • Monitor complex formation by size exclusion chromatography

    • Verify activity of reconstituted assemblies

Data Analysis Guidelines:

When analyzing b subunit interactions, focus on:

  • Stoichiometry of binding (typically 1:1 or 2:1 depending on the partner)

  • Binding affinities (expect KD values in the nanomolar range for stable complex components)

  • Interaction interfaces (map to known structural domains)

  • Effects of detergents or lipids on interaction strength

These approaches have successfully identified the b subunit's primary interaction partners (δ subunit of F₁ and a subunit in the membrane domain) and characterized the molecular basis for these interactions in related ATP synthases.

How does the function of ATP synthase differ between vegetative cells and heterocysts in Anabaena variabilis?

ATP synthase function in Anabaena variabilis exhibits significant differences between vegetative cells and heterocysts, reflecting their specialized metabolic roles:

FeatureVegetative CellsHeterocystsFunctional Significance
Energy sourcePrimarily photosynthesisLimited photosynthesis, respirationDifferent electron transport mechanisms
Subunit compositionStandard compositionSimilar but possibly modifiedAdaptation to specialized function
RegulationLight-dependentLess light-dependentSupports different metabolic demands
ATP/NADPH ratioVariable≈4:1 needed for N₂ fixation Optimized for nitrogen fixation
Coupling efficiencyHigh coupling to PSIICoupled to PSI, respirationDifferent energy conservation strategies

Research Evidence:

Studies using genome-scale metabolic models for Anabaena species (such as iAnC892) have demonstrated that:

  • In heterocysts, which lack photosystem II, ATP synthase is primarily driven by:

    • Cyclic electron flow around photosystem I

    • Respiratory electron transport

    • Fermentative metabolism under certain conditions

  • Heterocysts require a specific ATP/NAD(P)H ratio of approximately 4:1 for optimal nitrogen fixation . This precise ratio is crucial because nitrogen fixation by nitrogenase demands 16 ATP and 4 NAD(P)H for every mole of N₂ fixed .

  • When the light-dependent electron transport chain (LETC) in heterocysts is impaired, growth rate decreases by approximately 2-fold . This occurs because:

    • The ATP/NAD(P)H ratio shifts to 1:8, mismatched with the 4:1 ratio required by nitrogenase

    • Excess reducing equivalents must be diverted to fermentative pathways

    • Approximately 50% of fixed carbon is lost through ethanol secretion

  • The presence of Photosystem I in heterocysts is essential for modulating the ATP/NAD(P)H ratio through cyclic electron transport .

Methodological Approaches to Study These Differences:

  • Cell-type specific isolation and assays

  • Comparative proteomics of ATP synthase complexes from both cell types

  • In vivo measurement of ATP synthesis rates under different conditions

  • Metabolic flux analysis to track energy flow

These findings highlight the remarkable adaptation of ATP synthase function to support the specialized energy demands of nitrogen fixation in heterocysts.

What methods can be used to measure the activity of recombinant Anabaena variabilis ATP synthase subunit b in vitro?

Reconstitution-Based Activity Assays:

  • Complementation of Depleted Membranes:

    • Prepare ATP synthase-depleted membranes from cyanobacteria

    • Reconstitute with purified recombinant b subunit

    • Measure restoration of ATP synthesis activity

    • Quantify using luciferase-based ATP detection

  • Reconstitution into Proteoliposomes:

    • Co-reconstitute recombinant b subunit with other ATP synthase components

    • Create artificial proton gradient (pH jump or valinomycin/K⁺)

    • Measure ATP synthesis rates

    • Compare with reconstitution lacking the b subunit

Functional Binding Assays:

  • Subunit Association Analysis:

    • Immobilize other ATP synthase subunits (particularly δ or a)

    • Flow recombinant b subunit at various concentrations

    • Measure binding using SPR or biolayer interferometry

    • Determine KD values and compare with wild-type protein

  • Structural Stability Contribution:

    • Reconstitute ATP synthase complexes with wild-type or recombinant b subunit

    • Subject to increasingly harsh conditions (temperature, detergent, etc.)

    • Monitor complex integrity by native PAGE or analytical SEC

    • Quantify stabilizing effect of the b subunit

Protocol Guidelines:

For reconstitution-based ATP synthesis assays:

  • Prepare liposomes with E. coli polar lipids or synthetic mixtures mimicking cyanobacterial membranes

  • Incorporate purified ATP synthase components including recombinant b subunit

  • Create proton gradient by acidifying external medium to pH 4.5

  • Add ADP and Pi

  • Incubate at 30°C

  • Measure ATP production using the luciferin/luciferase assay

  • Calculate ATP synthesis rates

Data should be compared against appropriate controls:

  • Complete ATP synthase lacking only the b subunit

  • ATP synthase with wild-type b subunit

  • ATP synthase with b subunit from a different species

This approach allows assessment of whether the recombinant Anabaena variabilis ATP synthase subunit b can functionally integrate into the ATP synthase complex and support catalytic activity.

How does the ATP/NAD(P)H ratio affect nitrogen fixation in heterocysts, and what role does ATP synthase play?

The ATP/NAD(P)H ratio is a critical parameter in heterocyst metabolism that directly impacts nitrogen fixation efficiency, with ATP synthase playing a central regulatory role:

Energy Requirements for Nitrogen Fixation:

Nitrogen fixation by nitrogenase requires precisely 16 ATP and 4 NAD(P)H molecules for every one mole of N₂ fixed, establishing an optimal ATP/NAD(P)H ratio of 4:1 . This specific energy requirement creates unique demands on heterocyst metabolism and ATP synthase function.

ATP Synthase's Role in Maintaining Optimal Ratios:

Research using genome-scale metabolic models of Anabaena species (such as iAnC892) has revealed critical insights :

Research Approaches to Study This Relationship:

TechniqueApplicationInsights Provided
Metabolic Flux AnalysisTrace carbon and nitrogen flow with isotope labelingQuantify actual ATP/NAD(P)H consumption rates
In vivo ATP/NAD(P)H sensorsGenetically encoded fluorescent sensorsReal-time monitoring of ratio fluctuations
Genetic manipulationAlter electron transport componentsDetermine impact of ratio changes on N₂ fixation
Physiological measurementsMeasure N₂ fixation under different conditionsCorrelate with ATP/NAD(P)H availability

Experimental Evidence and Implications:

Studies comparing wild-type and mutant Anabaena strains have demonstrated that:

  • Mutants with impaired cyclic electron flow show reduced nitrogenase activity despite adequate reducing power

  • The ATP/NAD(P)H ratio in heterocysts fluctuates in response to light intensity and oxygen levels

  • ATP synthase activity is regulated to maintain optimal ATP/NAD(P)H ratios under changing conditions

These findings highlight that ATP synthase plays a pivotal role not just in ATP production but in maintaining the precise energetic balance required for efficient nitrogen fixation in heterocysts.

What structural differences exist between Anabaena variabilis ATP synthase subunit b and homologous proteins in other cyanobacteria?

The ATP synthase subunit b from Anabaena variabilis exhibits several structural features that distinguish it from homologous proteins in other cyanobacteria, with important functional implications:

Primary Structure Comparison:

RegionAnabaena variabilis FeatureComparison with Other CyanobacteriaFunctional Significance
N-terminal domainHydrophobic membrane anchorGenerally conservedMembrane anchoring
Central regionSpecies-specific sequencesVariable regionMay interact with species-specific partners
C-terminal domainα-helical structureHighly conservedCritical for F₁ interaction
Length163 amino acids (for b' subunit) Varies (140-180 aa)Reflects species-specific adaptations

Sequence Conservation Analysis:

The b/b' subunits of ATP synthase in cyanobacteria show:

  • High conservation (>70% identity) in regions involved in core functions

  • Greater variability in regions that may be involved in regulation or adaptation

  • Distinctive features in heterocyst-forming species like Anabaena variabilis that may relate to energy requirements for nitrogen fixation

Structural Features and Adaptations:

Based on structural studies of related ATP synthases and sequence analysis:

  • Membrane-spanning Domain:

    • Anabaena variabilis subunit b contains a single N-terminal transmembrane helix

    • This region shows high hydrophobicity but moderate sequence conservation

    • May confer specific lipid interactions in the cyanobacterial membrane environment

  • Peripheral Stalk Region:

    • Extended α-helical structure

    • Contains characteristic heptad repeats for coiled-coil formation

    • Sequence analysis suggests greater flexibility in Anabaena variabilis compared to non-heterocystous cyanobacteria

  • Interaction Interfaces:

    • C-terminal region contains highly conserved residues for δ-subunit interaction

    • Species-specific residues at interfaces may fine-tune ATP synthase assembly or regulation

    • Potential regulatory sites are more variable across species

Experimental Approaches to Study These Differences:

  • Homology modeling based on related structures

  • Hydrogen-deuterium exchange mass spectrometry to map structural dynamics

  • Cryo-EM of intact ATP synthase complexes

  • Cross-species complementation studies

Understanding these structural differences is essential for elucidating how ATP synthase function is adapted to the unique energy requirements of heterocyst-forming cyanobacteria like Anabaena variabilis.

What are the current challenges in expressing and purifying functional Anabaena variabilis ATP synthase complexes containing the b subunit?

Expressing and purifying functional Anabaena variabilis ATP synthase complexes containing the b subunit presents several significant challenges that require specialized approaches:

Expression System Challenges:

  • Membrane Protein Expression:

    • The b subunit contains a transmembrane domain that complicates expression

    • Overexpression often leads to inclusion body formation

    • Proper membrane integration is critical for folding and assembly

  • Multi-subunit Complex Assembly:

    • ATP synthase consists of 8+ different subunits that must assemble correctly

    • Stoichiometric expression of all components is difficult to achieve

    • Complete assembly requires proper membrane environment

  • Host Compatibility:

    • E. coli membrane composition differs from cyanobacterial membranes

    • Chaperone systems may not properly recognize cyanobacterial proteins

    • Post-translational modifications may be absent or incorrect

Purification Challenges and Solutions:

ChallengeTechnical ApproachMethodological Solution
Detergent selectionDetergent screeningTest panel: DDM, LMNG, GDN, digitonin
Complex stabilityBuffer optimizationInclude glycerol, lipids, ATP, Mg²⁺
Maintaining integrityGentle purificationLow temperature, minimal manipulation
Subunit dissociationCrosslinkingMild chemical crosslinkers (DSP, BS³)
HeterogeneityDensity gradient purificationGraFix method with glutaraldehyde

Advanced Expression Strategies:

  • Multi-cistronic Expression:

    • Design constructs with multiple ATP synthase genes

    • Control expression levels with varying ribosome binding sites

    • Include molecular chaperones to aid folding

  • Two-step Purification Approach:

    • Initial affinity purification via tag on b subunit

    • Secondary purification targeting different subunit

    • Ensures isolation of assembled complexes only

  • Membrane Scaffold Strategies:

    • Expression in native membranes followed by solubilization

    • Reconstitution into nanodiscs or amphipols

    • Provides native-like lipid environment

Functional Verification Approaches:

For recombinant ATP synthase complexes containing the b subunit, functional verification should include:

  • ATP synthesis assays in proteoliposomes

  • ATP hydrolysis assays with coupled enzyme systems

  • Proton pumping measurements with pH-sensitive fluorophores

  • Structural integrity assessment by negative stain and cryo-EM

These approaches have successfully produced functional recombinant ATP synthase components, including the b subunit, from Anabaena variabilis and related organisms, enabling detailed structural and functional studies of this complex molecular machine.

How can advanced biophysical techniques be optimized to study the dynamics of Anabaena variabilis ATP synthase subunit b?

Advanced biophysical techniques offer powerful approaches for studying the dynamics of Anabaena variabilis ATP synthase subunit b, but require careful optimization for this specific protein:

Single-Molecule FRET (smFRET) Approaches:

  • Site-Specific Labeling Strategy:

    • Engineer cysteine pairs at strategic locations

    • Use maleimide-activated fluorophores (Cy3/Cy5 or Alexa 488/594)

    • Verify labeling specificity by mass spectrometry

    • Optimize labeling conditions to achieve >80% efficiency

  • Experimental Setup:

    • Immobilize labeled protein via His-tag to NTA-functionalized surfaces

    • Use oxygen scavenging system to minimize photobleaching

    • Monitor at single-molecule level using TIRF microscopy

    • Collect data at various ATP/ADP ratios to capture different conformational states

  • Data Analysis Framework:

    • Calculate FRET efficiency trajectories

    • Identify conformational states using hidden Markov modeling

    • Determine transition rates between states

    • Correlate dynamics with functional states of ATP synthase

Hydrogen-Deuterium Exchange Mass Spectrometry (HDX-MS):

  • Sample Preparation Optimization:

    • Establish deuterium labeling time course (10 sec to 24 hours)

    • Maintain consistent pH (pD 7.5) and temperature (25°C)

    • Quench with cold acidic buffer (pH 2.5) to minimize back-exchange

    • Optimize digestion conditions for maximum peptide coverage

  • Comparative Analysis Design:

    • Compare isolated b subunit vs. assembled complex

    • Assess changes under different nucleotide conditions

    • Study dynamics in different membrane mimetics

    • Evaluate effects of pH or ion concentration

  • Structural Interpretation:

    • Map exchange rates to predicted secondary structure

    • Identify regions with altered dynamics in different states

    • Correlate protection patterns with known interaction sites

    • Build dynamic structural models

Molecular Dynamics Simulations:

  • System Setup:

    • Build atomic model of Anabaena variabilis ATP synthase b subunit

    • Embed in explicit lipid bilayer mimicking cyanobacterial membrane

    • Add explicit water and ions

    • Energy minimize and equilibrate system

  • Simulation Strategy:

    • Perform multiple replicate simulations (minimum 3)

    • Extended production runs (>500 ns)

    • Apply enhanced sampling techniques (metadynamics, replica exchange)

    • Focus on conformational transitions relevant to function

  • Analysis Approaches:

    • Calculate root mean square fluctuations (RMSF)

    • Perform principal component analysis of motion

    • Identify correlated movements

    • Characterize interaction networks and their dynamics

Integration of Multiple Techniques:

The most powerful approach combines multiple methods to build a comprehensive understanding:

  • Use HDX-MS to identify dynamic regions

  • Target these regions for site-specific labeling in smFRET

  • Validate observed dynamics with molecular dynamics simulations

  • Correlate dynamic behavior with functional assays

  • Build integrative models incorporating all data sources

This multi-technique approach has revealed that the b subunit in ATP synthases exhibits considerable flexibility, particularly in the peripheral stalk region, which is critical for accommodating the rotational catalysis of the enzyme while maintaining structural integrity.

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