Recombinant Cicer arietinum ATP synthase subunit b, chloroplastic (atpF)

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Description

Introduction to Recombinant Cicer arietinum ATP Synthase Subunit b, Chloroplastic (atpF)

Recombinant Cicer arietinum ATP synthase subunit b, chloroplastic (atpF), is a protein derived from chickpea, a legume widely cultivated for its nutritional value. This protein is part of the chloroplast ATP synthase complex, which plays a crucial role in photosynthesis by converting light energy into ATP, the primary energy currency of cells.

Key Features:

  • Protein Description: The recombinant protein is a full-length version of the ATP synthase subunit b, consisting of 184 amino acids (1-184aa) and is fused with an N-terminal His tag for easy purification and identification .

  • Expression System: It is expressed in Escherichia coli, a common host for recombinant protein production due to its well-understood genetics and rapid growth rate .

Function and Importance of Chloroplast ATP Synthase

Chloroplast ATP synthase is essential for photosynthesis, utilizing the proton gradient across the thylakoid membrane to synthesize ATP from ADP and inorganic phosphate. This enzyme complex consists of two main parts: CF1 (the soluble part) and CF0 (the membrane-bound part). The CF1 part contains the catalytic sites for ATP synthesis, while CF0 is responsible for proton translocation across the membrane.

Role of Subunit b:

  • Subunit b is part of the CF0 complex and plays a crucial role in the proton translocation process, which drives ATP synthesis .

  • It helps in stabilizing the CF0 complex and facilitating the efficient transfer of protons across the membrane.

Research Findings and Applications

While specific research on the recombinant Cicer arietinum ATP synthase subunit b is limited, studies on similar chloroplast ATP synthase subunits provide valuable insights into their functions and potential applications:

Photosynthesis Enhancement:

  • Overexpression of certain subunits of chloroplast ATP synthase, like AtpD in rice, has been shown to enhance photosynthetic efficiency by increasing ATP production, which supports higher electron transport rates and CO2 assimilation .

Plant Defense Mechanisms:

  • Fragments of chloroplastic ATP synthase, such as the γ-subunit, have been implicated in plant defense mechanisms. These fragments can induce plant defenses against insect attacks by triggering signaling pathways .

Potential Applications:

  1. Biotechnology: Recombinant proteins like this can be used in biotechnological applications to study photosynthesis mechanisms or to enhance plant productivity.

  2. Basic Research: It serves as a tool for understanding the structure and function of chloroplast ATP synthase and its role in photosynthesis.

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 the purchasing method and location. Please contact your local distributor for precise delivery estimates.
Note: Standard shipping includes 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. 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 reference.
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. Aliquot for multiple uses. Avoid repeated freeze-thaw cycles.
Tag Info
Tag type is determined during the manufacturing process.
If you require a specific tag type, please inform us; we will prioritize its development.
Synonyms
atpF; ATP synthase subunit b, chloroplastic; ATP synthase F(0 sector subunit b; ATPase subunit I
Buffer Before Lyophilization
Tris/PBS-based buffer, 6% Trehalose.
Datasheet
Please contact us to get it.
Expression Region
1-184
Protein Length
full length protein
Species
Cicer arietinum (Chickpea) (Garbanzo)
Target Names
atpF
Target Protein Sequence
MKNITDSFLCLSYWPSAGSFGFDTDILATNLINLSVVLGVLVFFGKGVLTDLLDNRKQRI LRTIRNSEELREGAVEQLEKARARLRKIEMEADRFRLNGYSEIEREKLNLINSIYTTLEQ FENYKNETINFEQQKAINQVQQRVLQQALQGALGTLNSCLNNELHLRTIGANIGMFGAMK EKNN
Uniprot No.

Target Background

Function

F1F0 ATP synthase synthesizes ATP from ADP using a proton or sodium gradient. This enzyme comprises two domains: the F1 domain, containing the extramembranous catalytic core, and the F0 domain, housing the membrane proton channel. These domains are connected by a central and a peripheral stalk. ATP synthesis within the F1 catalytic domain is coupled to proton translocation via a rotary mechanism involving the central stalk subunits. This protein is a component of the F0 channel and forms part of the peripheral stalk, linking F1 to F0.

Database Links

KEGG: cam:6797512

Protein Families
ATPase B chain family
Subcellular Location
Plastid, chloroplast thylakoid membrane; Single-pass membrane protein.

Q&A

What is Recombinant Cicer arietinum ATP synthase subunit b, chloroplastic (atpF)?

Recombinant Cicer arietinum ATP synthase subunit b, chloroplastic (atpF) is a protein component of the ATP synthase complex derived from chickpea (Cicer arietinum) chloroplasts and produced through recombinant DNA technology. The atpF gene encodes this specific subunit which is integral to the F0 portion of ATP synthase. This recombinant protein allows researchers to study the structure and function of ATP synthase outside of its native environment. The protein is typically expressed in bacterial systems to generate sufficient quantities for biochemical and structural analyses .

ATP synthase subunit b serves as an important structural component that helps connect the F1 catalytic domain with the membrane-embedded F0 domain, thereby participating in the rotational mechanism that couples proton movement to ATP synthesis. Understanding this protein's role provides insights into energy transduction mechanisms in photosynthetic organisms.

How does ATP synthase function in chloroplasts compared to mitochondria?

FeatureChloroplastic ATP SynthaseMitochondrial ATP Synthase
Direction of H⁺ flowFrom thylakoid lumen to stromaFrom intermembrane space to matrix
Energy sourceLight (photosynthesis)Substrate oxidation
Subunit compositionCF₁-CF₀ (unique γ-ε-c oligomer)F₁-F₀ (different subunit stoichiometry)
Regulatory mechanismsThioredoxin-mediated activationIF1 inhibitor protein
Functional adjustmentsLight/dark regulationRespiratory control

In chloroplasts, ATP synthase utilizes the proton gradient established by photosynthetic electron transport, while in mitochondria, the gradient results from respiratory chain activity. The chloroplastic ATP synthase, including the b subunit, has evolved specific adaptations for functioning in the unique environment of the thylakoid membrane and coordinating with photosynthetic processes .

What are standard methods for expressing and purifying recombinant atpF protein?

Standard expression and purification of recombinant Cicer arietinum atpF typically follows these methodological steps:

  • Expression System Selection: E. coli strains (BL21(DE3), Rosetta) are most commonly used due to their high expression yields and ease of genetic manipulation.

  • Vector Construction: The atpF coding sequence is cloned into an expression vector (pET series) with an appropriate tag (His₆, GST, MBP) to facilitate purification.

  • Expression Optimization:

    • Temperature: Typically 18-25°C to enhance proper folding

    • Induction: 0.1-0.5 mM IPTG for 4-16 hours

    • Media: Terrific Broth supplemented with appropriate antibiotics

  • Cell Lysis Protocol:

    • French Press (as described in ) or sonication in buffer containing:

      • 20-50 mM Tris-HCl or phosphate buffer (pH 7.0-8.0)

      • 100-300 mM NaCl

      • 5-10% glycerol

      • Protease inhibitors

  • Purification Strategy:

    • Initial Capture: Ni²⁺-NTA affinity chromatography for His-tagged proteins

    • Washing: Gradient of imidazole (20-50 mM)

    • Elution: Higher imidazole concentration (250-500 mM)

    • Further Purification: Size exclusion chromatography or ion exchange chromatography

  • Storage Conditions:

    • Short-term: 4°C in appropriate buffer

    • Long-term: As precipitate in 70% saturated ammonium sulfate at 4°C or flash-frozen in liquid nitrogen with 10% glycerol

The purification protocol can be modified based on the specific experimental requirements and downstream applications.

How do mutations in the DELSEED-loop region affect ATP synthase function?

Mutations in the DELSEED-loop region have significant effects on ATP synthase function, as demonstrated through deletion studies of the β subunit loop in ATP synthase. Research has shown that this helix-turn-helix structure in the C-terminal domain of the β subunit plays a crucial role in coupling catalysis and rotation . The effects of mutations in this region follow a pattern:

These findings suggest that the critical length of the DELSEED-loop is essential for maintaining the coupling between catalysis and rotation, rather than the specific charged residues within the motif. The increased ATP synthesis in charge-modified mutants may result from altered interactions with the ε subunit, potentially shifting equilibrium to the non-inhibitory "down" conformation during ATP synthesis .

What techniques are most effective for studying protein-protein interactions involving chloroplastic atpF?

Several techniques offer complementary approaches for investigating protein-protein interactions involving chloroplastic atpF, each with specific advantages for different research questions:

TechniqueApplicationAdvantagesLimitations
Fluorescence Resonance Energy Transfer (FRET)In-solution interaction dynamicsMeasures distances between fluorophore-labeled proteins; confirms structural modelsRequires fluorescent labeling that may affect protein function
Co-immunoprecipitation (Co-IP)Native complex isolationCaptures physiologically relevant interactionsMay miss transient interactions
Yeast Two-Hybrid (Y2H)Binary interaction screeningHigh-throughput identification of potential partnersHigh false positive/negative rates; membrane proteins challenging
Bimolecular Fluorescence Complementation (BiFC)In vivo visualizationAllows visualization in plant cellsMay force interactions; irreversible complex formation
Surface Plasmon Resonance (SPR)Binding kineticsReal-time, label-free measurement of association/dissociationRequires protein immobilization
Chemical Cross-linking with Mass Spectrometry (XL-MS)Structural analysisIdentifies interaction interfaces at residue resolutionComplex data analysis; requires specialized equipment
Cryo-Electron MicroscopyStructural determinationVisualizes intact complexes at near-atomic resolutionResource intensive; complex sample preparation

For chloroplastic atpF specifically, FRET has proven valuable in confirming the accuracy of structural models regarding the length of the DELSEED-loop . For comprehensive analysis, researchers should employ multiple complementary techniques to overcome the limitations of individual methods.

How does the assembly of atpF into functional ATP synthase complexes occur?

The assembly of atpF (ATP synthase subunit b) into functional ATP synthase complexes follows a coordinated process that involves both nuclear and chloroplast-encoded components. The assembly pathway proceeds through several key steps:

  • Subunit Synthesis and Import:

    • Nuclear-encoded subunits (including atpF in many cases) are synthesized in the cytosol with transit peptides

    • Import occurs through the TOC/TIC (Translocon of Outer/Inner Chloroplast membrane) machinery

    • Chloroplast-encoded subunits are synthesized on chloroplastic ribosomes

  • Membrane Insertion:

    • The b subunit (atpF) is inserted into the thylakoid membrane through the ALB3/OXA1 insertase system

    • This insertion is critical for establishing the correct topology with the hydrophobic N-terminal domain embedded in the membrane and the hydrophilic C-terminal domain extending into the stromal space

  • Formation of Subcomplexes:

    • The F₀ sector forms with sequential assembly of c-ring, followed by a and b subunits

    • The F₁ sector assembles separately, beginning with the α₃β₃ hexamer

  • Integration of Subcomplexes:

    • The b subunit (atpF) plays a crucial structural role in connecting F₀ and F₁ sectors

    • The stator stalk, containing the b subunit, forms alongside the central stalk (γ, ε subunits)

    • The length of the b subunit, particularly the DELSEED-loop region, is critical for maintaining proper spatial relationships between components

  • Activation and Regulation:

    • Assembly is completed with the addition of small regulatory subunits

    • The complex undergoes conformational adjustments to achieve catalytic competence

    • Interactions between the b subunit and the ε subunit contribute to regulation of activity

Disruptions in the assembly process, particularly those affecting the critical length of connecting elements like the DELSEED-loop, can result in complexes that retain ATPase activity but lose ATP synthesis capability, demonstrating the precise structural requirements for complete functionality .

What controls should be included when studying recombinant atpF functionality?

When studying recombinant atpF functionality, a comprehensive set of controls should be included to ensure experimental validity and interpretable results:

Control TypePurposeImplementation
Wild-type ControlBaseline comparisonExpress and purify wild-type Cicer arietinum atpF under identical conditions to mutants
Vector-only ControlBackground activity assessmentExpress empty vector to identify any endogenous activities from host system
Tagged Protein ControlTag interference evaluationCompare activity of tagged vs. untagged protein or different tag positions
Negative Enzyme ControlSpecificity confirmationInclude heat-inactivated enzyme or known inactive mutant (e.g., 14-residue deletion mutant)
Substrate ControlsReaction specificityTest with non-hydrolyzable ATP analogs or without required cofactors (Mg²⁺)
Assembly ControlsComplex formation verificationMonitor incorporation into ATP synthase complex vs. isolated subunit behavior
Temperature ControlsStability assessmentTest activity across temperature range to evaluate thermostability
pH ControlsOptimum conditionsMeasure activity across pH range to determine pH optima and compare to native conditions
Inhibitor ControlsMechanism verificationTest sensitivity to known ATP synthase inhibitors (oligomycin, efrapeptin)

Additionally, when studying the effects of mutations on atpF function, it is essential to include multiple mutant types:

  • Conservative mutations (maintain charge/size)

  • Non-conservative mutations (alter charge/size)

  • Deletion mutations of varying lengths to establish structure-function relationships

  • Charge modification mutations (e.g., AALSAAA mutant) to distinguish charge effects from structural effects

These controls help distinguish between effects on catalysis, binding, and structural integrity, enabling more accurate interpretation of experimental results.

How can researchers assess the impact of atpF mutations on ATP synthesis and hydrolysis?

Researchers can employ a multi-faceted approach to comprehensively assess the impact of atpF mutations on ATP synthesis and hydrolysis:

  • In Vitro Enzymatic Assays:

    • ATP Synthesis Measurement:

      • Reconstitute purified ATP synthase into liposomes

      • Establish proton gradient using acid-base transition or bacteriorhodopsin

      • Measure ATP production using luciferase assay or coupled enzyme systems

      • Compare rates between wild-type and mutant complexes

    • ATP Hydrolysis Measurement:

      • Assess ATPase activity using colorimetric phosphate release assays

      • Determine temperature dependence of activity to identify structural instabilities

      • Measure activity at various ATP concentrations to generate kinetic parameters (Km, Vmax)

  • Bioenergetic Measurements:

    • Proton Pumping Assays:

      • Monitor NADH- and ATP-driven H⁺-pumping using pH-sensitive fluorescent probes

      • Compare efficiency and kinetics between wild-type and mutant ATP synthases

      • Analyze monophasic vs. biphasic proton gradient formation patterns

  • Nucleotide Binding Studies:

    • Binding Affinity Determination:

      • Measure nucleotide binding to catalytic sites using fluorescent ATP analogs

      • Assess changes in high-affinity vs. low-affinity binding sites

      • Compare binding patterns between wild-type and mutants (e.g., AALSAAA mutant showing normal MgATP binding pattern)

  • Structural Impact Assessment:

    • FRET Analysis:

      • Use fluorescence resonance energy transfer to confirm structural models

      • Measure distances between labeled components to detect conformational changes

      • Verify predicted shortening of loops or altered subunit interactions

  • In Vivo Functional Assays:

    • Growth Phenotype Analysis:

      • Analyze growth of strains expressing wild-type or mutant ATP synthase under limiting glucose conditions

      • Correlate growth rates with ATP synthesis capability

      • Assess adaptation to different energy sources

What techniques are available for studying the rotation mechanism of ATP synthase incorporating atpF?

Studying the rotation mechanism of ATP synthase incorporating atpF requires specialized techniques that can detect nanoscale molecular motion. Several advanced methodologies are available:

  • Single-Molecule Rotation Assays:

    • Fluorescent Actin Filament Rotation:

      • Attach fluorescent actin filaments to the γ-subunit

      • Immobilize F₁ domain on glass surface

      • Visualize rotation using fluorescence microscopy

      • Measure step size and rotation speed under varying ATP concentrations

    • Gold Nanorod Imaging:

      • Attach gold nanorods to rotor subunits

      • Monitor rotation using dark-field microscopy

      • Achieve higher time resolution than fluorescent methods

      • Calculate torque generated during rotation

  • FRET-Based Rotation Detection:

    • smFRET (single-molecule FRET):

      • Label stator (including b subunit) and rotor elements with FRET pairs

      • Monitor distance changes during catalytic cycle

      • Detect conformational changes associated with rotation

      • Correlate with catalytic events

  • Structural Studies with Locked Rotation States:

    • Cross-linking Approaches:

      • Introduce cysteine residues at strategic positions for cross-linking

      • Lock the enzyme in defined rotational states

      • Compare activity before and after cross-linking

      • Identify critical interactions between atpF and rotating components

  • Computational Approaches:

    • Molecular Dynamics Simulations:

      • Model the entire ATP synthase complex including atpF

      • Simulate rotation and conformational changes

      • Predict effects of mutations on rotation mechanics

      • Calculate energy landscapes during rotation cycle

  • Magnetic Bead Rotation Assays:

    • Magnetic Tweezer Systems:

      • Attach magnetic beads to rotor components

      • Apply controlled magnetic fields

      • Measure rotation against known torque

      • Determine force-velocity relationships

The critical length of connecting elements like the DELSEED-loop (as identified through deletion studies) directly impacts the rotational mechanism. When this loop is shortened by ~10 Å through deletion mutations, ATP synthesis capability is lost while ATPase activity is retained, demonstrating the precise structural requirements for coupling catalysis to rotation .

How should researchers interpret contradictory results between ATP synthesis and ATP hydrolysis assays?

When researchers encounter contradictory results between ATP synthesis and ATP hydrolysis assays in studies involving atpF, a systematic analytical approach is essential:

  • Recognize Natural Asymmetry in the Processes:

    • ATP synthesis and hydrolysis, while reverse processes, involve different rate-limiting steps and regulatory mechanisms

    • Deletion mutations can affect these processes differently, as seen in studies where 10-residue deletion mutants lost ATP synthesis capability but retained ATPase activity

  • Examine Structural Coupling Requirements:

    • ATP synthesis requires precise structural coupling between catalytic sites and the proton-translocating machinery

    • The rotation mechanism demands exact spatial relationships between components

    • Shortening of the DELSEED-loop by ~10 Å disrupts this coupling for synthesis but may permit hydrolysis

  • Consider Thermodynamic Differences:

    • ATP synthesis works against a concentration gradient (energetically uphill)

    • ATP hydrolysis is energetically favorable

    • Structural imperfections may prevent the enzyme from performing energetically demanding synthesis while still allowing spontaneous hydrolysis

  • Analyze Regulatory Interactions:

    • Interactions with regulatory subunits (particularly ε subunit) differ between synthesis and hydrolysis modes

    • Mutations affecting the DELSEED motif may alter these interactions, as seen in the AALSAAA mutant with increased ATP synthesis activity

    • The ε subunit exists in different conformations ("up" and "down") which differentially affect synthesis and hydrolysis

  • Evaluate Data Through Multiple Parameters:

ParameterATP Synthesis InterpretationATP Hydrolysis InterpretationIntegration Approach
VmaxMaximal synthesis capacityMay remain normal despite synthesis defects Compare ratios rather than absolute values
KmSubstrate affinity during synthesisMay show normal binding despite synthesis defects Analyze binding patterns separately from catalysis
Temperature sensitivityStructural stability during synthesisDifferent stability profile during hydrolysisUse Arrhenius plots to detect mechanism changes
Proton couplingDirect measure of energy transductionMay become uncoupled from ATP hydrolysisAssess H+/ATP ratios to quantify coupling efficiency
  • Diagnostic Tests for Reconciliation:

    • Test effect of PMF (proton motive force) on ATP hydrolysis rates

    • Examine effects of ε subunit removal on both activities

    • Assess binding of ATP analogs that cannot be hydrolyzed

    • Determine if contradictions appear under all conditions or only specific ones

Contradictory results often reveal important mechanistic insights rather than experimental failures, highlighting the distinct requirements for forward and reverse reactions in this complex molecular machine.

What bioinformatic approaches can be used to analyze atpF sequence conservation across plant species?

Bioinformatic approaches for analyzing atpF sequence conservation across plant species should incorporate multiple levels of analysis:

  • Primary Sequence Analysis:

    • Multiple Sequence Alignment (MSA):

      • Align atpF sequences from diverse plant species using MUSCLE, MAFFT, or Clustal Omega

      • Identify conserved motifs, particularly in functional regions like the DELSEED-loop

      • Calculate conservation scores for each position

    • Phylogenetic Analysis:

      • Construct maximum likelihood or Bayesian phylogenetic trees

      • Compare atpF evolution with species evolution to identify selective pressures

      • Detect lineage-specific adaptations in different plant groups

  • Structural Conservation Analysis:

    • Homology Modeling:

      • Generate structural models of Cicer arietinum atpF based on crystal structures

      • Map conservation data onto 3D structures

      • Identify spatially clustered conserved regions that may indicate functional importance

    • Secondary Structure Prediction:

      • Predict secondary structure elements across species

      • Assess conservation of structural features even when sequence diverges

      • Focus on conservation of critical lengths in connecting regions like the DELSEED-loop

  • Functional Site Prediction:

    • Coevolution Analysis:

      • Use methods like Statistical Coupling Analysis (SCA) or Direct Coupling Analysis (DCA)

      • Identify co-evolving residue networks suggesting functional connectivity

      • Detect compensatory mutations that maintain critical interactions

    • Binding Site Prediction:

      • Predict interfaces with other ATP synthase subunits

      • Identify conservation patterns at predicted interfaces

      • Detect species-specific interaction modifications

  • Comparative Genomics:

    • Synteny Analysis:

      • Compare genomic context of atpF across plant species

      • Identify conservation of gene order and potential co-regulation

      • Detect gene duplications or rearrangements

    • Promoter Region Analysis:

      • Compare regulatory regions of atpF genes

      • Identify conserved transcription factor binding sites

      • Detect lineage-specific regulatory adaptations

  • Visualization and Interpretation Approaches:

Analysis OutputVisualization MethodInterpretation Approach
Conservation scoresHeat maps on sequence alignmentsIdentify functionally critical regions
3D conservation mappingPyMOL/Chimera color-coded structuresDetect surface vs. core conservation patterns
Phylogenetic treesInteractive tree viewers (iTOL)Correlate with ecological/physiological traits
Co-evolution networksNetwork diagramsIdentify functional interaction modules
Deletion sensitivityStructure-mapped tolerance predictionsGuide experimental design for mutations

These approaches can identify regions that maintain high conservation across species (suggesting crucial functional roles) versus regions with higher variability that may contribute to species-specific adaptations in different photosynthetic contexts.

How can researchers effectively compare experimental data from ATP synthase studies across different species?

Effectively comparing experimental data from ATP synthase studies across different species, including those involving Cicer arietinum atpF, requires a structured approach that accounts for biological variation while enabling meaningful comparisons:

  • Standardization of Experimental Conditions:

    • Temperature Normalization:

      • Account for physiological temperature differences between species

      • Use relative temperature scales (% of optimal growth temperature)

      • Apply Arrhenius plots to compare activation energies rather than raw rates

    • Buffer Composition Alignment:

      • Adjust for species-specific pH optima and ion requirements

      • Test multiple conditions to identify species-specific versus general effects

      • Report activities under both optimal and standardized conditions

  • Normalization Approaches for Quantitative Comparisons:

Normalization MethodApplicationAdvantagesExamples
Relative to wild-typeWithin-species mutation effectsControls for background differencesDeletion mutant activities expressed as % of wild-type
Specific activityCross-species enzyme comparisonAccounts for purity differencesμmol ATP/min/mg protein
Turnover number (kcat)Catalytic efficiencyIndependent of enzyme concentrationATP molecules hydrolyzed per enzyme per second
Coupling ratioEnergy transduction efficiencyFunctional rather than absolute comparisonH+/ATP ratio or ATP synthesis/hydrolysis ratio
Thermodynamic efficiencyEnergy conversionPhysics-based comparison% of theoretical maximum efficiency
  • Structural-Functional Correlation:

    • Map functional data onto structural features

    • Compare effects of changes in conserved regions (e.g., DELSEED-loop)

    • Use structure-based alignment rather than sequence-only alignment

    • Focus on equivalent positions rather than residue numbers

  • Phylogenetic Context Integration:

    • Group experimental data by evolutionary relationship

    • Identify lineage-specific patterns versus universal features

    • Apply phylogenetic correction to statistical analyses

    • Correlate functional differences with evolutionary distance

  • Data Visualization and Integration:

    • Use radar plots to compare multiple parameters simultaneously

    • Develop scoring systems that integrate multiple functional measurements

    • Create interactive visualizations that link sequence, structure, and function

    • Apply principal component analysis to identify key variables separating species

  • Statistical Approaches for Cross-Species Comparison:

    • Use ANCOVA with species as covariate

    • Apply hierarchical Bayesian models to account for species as random effect

    • Implement phylogenetically independent contrasts for correlation analyses

    • Calculate effect sizes rather than p-values for meaningful comparisons

By implementing these approaches, researchers can distinguish between species-specific adaptations and universal mechanistic principles in ATP synthase function, extracting meaningful comparisons from diverse experimental datasets. This is particularly important when studying evolutionarily distant organisms or when comparing recombinant proteins like Cicer arietinum atpF with model systems where more extensive data may be available .

What are the key considerations for designing experiments with recombinant Cicer arietinum atpF?

When designing experiments with recombinant Cicer arietinum atpF, researchers should prioritize several key considerations to ensure robust and interpretable results:

  • Expression and Purification Strategy:

    • Select appropriate expression systems that can produce correctly folded protein

    • Consider the impact of tags on protein function and interaction capabilities

    • Implement rigorous purification protocols with multiple chromatography steps

    • Verify protein integrity through mass spectrometry and N-terminal sequencing

  • Experimental Controls and Validations:

    • Include wild-type controls processed identically to mutant proteins

    • Verify complex assembly when studying subunit interactions

    • Implement parallel activity assays (ATP synthesis and hydrolysis)

    • Validate structural predictions through direct measurement techniques like FRET

  • Biological Context Preservation:

    • Consider the native lipid environment when studying membrane interactions

    • Reconstruct complete or partial ATP synthase complexes when possible

    • Account for interactions with regulatory subunits such as the ε subunit

    • Maintain physiologically relevant pH, ion concentrations, and temperatures

  • Mechanistic Focus:

    • Design experiments to distinguish between effects on:

      • Catalytic capacity (ATP synthesis/hydrolysis)

      • Structural integrity (complex assembly)

      • Energy coupling (proton translocation)

      • Regulatory interactions (especially with the ε subunit)

    • Focus on the critical length requirements of structural elements like the DELSEED-loop

  • Comparative Framework:

    • Compare results with well-characterized model systems

    • Consider evolutionary context when interpreting functional differences

    • Relate findings to specific adaptations in Cicer arietinum's photosynthetic systems

    • Establish clear criteria for cross-species comparisons

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