Recombinant Vibrio vulnificus 50S ribosomal protein L33 (rpmG)

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Description

Key Features:

  • Molecular Weight: ~7.6 kDa (predicted), though migration patterns in SDS-PAGE may show slight variations (~10 kDa) .

  • Function: Participates in ribosome biogenesis and stress response modulation .

  • Commercial Availability: Sold for research purposes (e.g., catalog number MBS20003226 at $550.00) .

Ribosome Assembly and Redundancy

While rpmG is non-essential in some bacteria like E. coli, studies suggest it contributes to ribosomal stability under stress conditions. In V. vulnificus, L33 may act redundantly with other ribosomal proteins, ensuring robust translation during environmental fluctuations .

Link to Stress Responses

Though direct evidence in V. vulnificus is limited, homologs in other bacteria indicate that ribosomal proteins like L33 interact with stressosomes—sensory complexes that regulate stress adaptation (e.g., oxygen sensing in V. vulnificus) .

Transcriptional and Translational Regulation

  • Stringent Response: In E. coli, rpmG operons are regulated by ppGpp/DksA during amino acid starvation, a mechanism likely conserved in V. vulnificus .

  • Autogenous Regulation: Unlike rplM-rpsI (regulated by L13), rpmB-rpmG lacks translational feedback control, suggesting post-transcriptional mechanisms dominate rpmG expression .

Antibiotic Resistance and Tolerance

  • Ribosomal proteins, including L33, are implicated in aminoglycoside tolerance. Metabolic disruptions (e.g., TCA cycle mutations) alter ribosomal protein levels, indirectly affecting antibiotic survival .

  • V. vulnificus clinical strains show high antibiotic resistance to carbapenems and vancomycin, potentially linked to regulatory proteins like CRP .

Pathogenesis and Virulence

  • Iron Metabolism: Stressosomes in V. vulnificus modulate iron uptake, critical for survival in host environments .

  • Toxin Regulation: RpoS, a global regulator repressed by cAMP-CRP, controls virulence factors like RtxA1 toxin .

Table 1: Key Properties of Recombinant V. vulnificus L33

PropertyDetail
Gene NamerpmG
Protein SizePredicted: 7.6 kDa; Observed: ~10 kDa (SDS-PAGE)
Commercial SourceMyBioSource.com (Catalog #MBS20003226)
Biological RoleRibosome assembly, stress response modulation

Table 2: Comparative Analysis of Ribosomal Protein Regulation

ProteinOperonRegulatory MechanismStress Response Role
L33rpmB-rpmGppGpp/DksA-dependent transcription Redundant ribosomal stability
L13rplM-rpsIAutogenous repression by L13 50S assembly checkpoint

Knowledge Gaps and Future Directions

  • Direct Functional Studies: Limited data on V. vulnificus L33 specifically; most insights extrapolated from E. coli.

  • Host-Pathogen Interactions: Role of L33 in V. vulnificus virulence (e.g., septicemia) remains unexplored .

  • Therapeutic Targeting: Ribosomal proteins like L33 could inform antibiotic design against multidrug-resistant strains .

Product Specs

Form
Lyophilized powder Note: We will ship the format currently in stock unless otherwise specified. Please indicate your format preference during order placement.
Lead Time
Delivery times vary depending on the purchasing method and location. Please contact your local distributor for specific delivery timelines. Note: All proteins are shipped with standard blue ice packs. Dry ice shipping requires advance notification 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 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 recommended for multiple uses. Avoid repeated freeze-thaw cycles.
Tag Info
Tag type is determined during the manufacturing process. The tag type will be determined during production. If you require a specific tag type, please inform us, and we will prioritize its development.
Synonyms
rpmG; VV0287; 50S ribosomal protein L33
Buffer Before Lyophilization
Tris/PBS-based buffer, 6% Trehalose.
Datasheet
Please contact us to get it.
Expression Region
1-56
Protein Length
full length protein
Purity
>85% (SDS-PAGE)
Species
Vibrio vulnificus (strain YJ016)
Target Names
rpmG
Target Protein Sequence
MAKKGIREKI RLVSTANTGH FYTTDKNKRN MPGKFEIKKF DPVVRQHVVY KEAKIK
Uniprot No.

Q&A

What is Vibrio vulnificus 50S ribosomal protein L33 (rpmG)?

Vibrio vulnificus 50S ribosomal protein L33 (rpmG) is a component of the large subunit (50S) of the bacterial ribosome in V. vulnificus. This protein plays a crucial structural role in maintaining ribosomal stability and function during protein synthesis. As a ribosomal protein, rpmG interacts with ribosomal RNA and neighboring proteins to maintain the complex architecture of the ribosomal subunit. Ribosomal proteins in V. vulnificus are particularly important as they may influence both virulence factor expression and stress responses, similar to the global regulator rpoS gene product that helps the bacterium acquire resistance against various environmental stresses .

How conserved is rpmG among Vibrio species?

Ribosomal proteins like rpmG typically show high conservation patterns within bacterial species due to their fundamental role in the essential process of protein synthesis. Within V. vulnificus strains, rpmG demonstrates high sequence conservation, similar to what has been observed with other conserved genes like empV (encoding extracellular metalloproteinase), which shows strong evolutionary conservation among V. vulnificus strains . While moderate sequence variation occurs across different Vibrio species, the core functional domains of rpmG remain highly conserved. This conservation pattern makes rpmG useful for phylogenetic analysis to determine evolutionary relationships between bacterial strains. Despite sequence variations, the functional role of rpmG is preserved across species, reflecting its critical importance in maintaining ribosome structure and function during protein synthesis.

What is the molecular weight and structure of rpmG?

The 50S ribosomal protein L33 (rpmG) from Vibrio vulnificus is a small protein with a molecular weight of approximately 5-6 kDa. The structure typically includes:

  • Primary structure: Approximately 45-55 amino acid residues with a high proportion of basic amino acids (lysine and arginine) that facilitate interactions with negatively charged ribosomal RNA.

  • Secondary structure: Contains alpha-helical regions and beta-sheet elements that form the core structural framework.

  • Tertiary structure: Features compact folding with strategically exposed RNA-binding surfaces that enable proper positioning within the ribosome.

  • Zinc-binding motif: Some L33 proteins contain a zinc-binding motif (CxxC-x₁₀-CxxC), though this varies among bacterial species and strains.

By comparison, the related 50S ribosomal protein L35 (rpmI) from V. vulnificus shares similar structural characteristics as both proteins function within the complex architecture of the bacterial ribosome.

How does rpmG contribute to ribosomal function in Vibrio vulnificus?

The 50S ribosomal protein L33 (rpmG) contributes to ribosomal function through several mechanisms:

  • Structural integrity: rpmG forms specific interactions with ribosomal RNA and neighboring proteins to help maintain the tertiary structure of the 50S ribosomal subunit.

  • Translation efficiency: As an integral part of the ribosomal complex, rpmG affects the efficiency of protein synthesis by supporting optimal ribosome conformation during the translation process.

  • Ribosome assembly: rpmG participates in the ordered assembly of the 50S subunit, which is crucial for producing functional ribosomes capable of protein synthesis.

  • Antibiotic interaction: Some ribosomal proteins in the 50S subunit are involved in antibiotic binding or resistance mechanisms, which is particularly relevant for V. vulnificus given its increasing resistance to various antibiotics including cephalosporins and tetracyclines .

  • Stress response: Similar to other ribosomal components, rpmG may play a role in adapting translation machinery to function under stress conditions encountered during infection processes.

What expression systems are optimal for recombinant rpmG production?

The optimal expression systems for recombinant Vibrio vulnificus 50S ribosomal protein L33 (rpmG) depend on experimental objectives and downstream applications. The following expression strategies provide effective options:

  • E. coli expression systems:

    • BL21(DE3): Offers high expression levels with reduced protease activity

    • Rosetta or CodonPlus strains: Beneficial if codon usage differs significantly between V. vulnificus and E. coli

    • SHuffle or Origami strains: Recommended if rpmG contains disulfide bonds

  • Expression vectors and conditions:

Vector TypeAdvantagesRecommended Induction Parameters
pET seriesTight control under T7 promoter0.1-0.5 mM IPTG, 16-25°C, 4-16 hours
pGEX vectorsGST-fusion for improved solubility0.1 mM IPTG, 18°C, overnight
pMAL systemMBP-fusion enhances solubility0.3 mM IPTG, 25°C, 6-8 hours
  • Affinity tags:

    • His6-tag: Most common for simplified purification using IMAC

    • FLAG or Strep-tag: Alternatives for specific applications requiring high purity

    • Cleavable tags: TEV or PreScission protease sites for tag removal after purification

When designing expression systems for rpmG, consider that ribosomal proteins naturally interact with RNA and other proteins, potentially affecting solubility when expressed recombinantly. This often requires optimization of expression conditions or the inclusion of solubility-enhancing fusion partners.

How can I verify the structural integrity of recombinant rpmG?

Verifying the structural integrity of recombinant Vibrio vulnificus 50S ribosomal protein L33 (rpmG) requires a multi-faceted approach to ensure the protein maintains its native conformation:

  • Biophysical characterization:

    • Circular Dichroism (CD) spectroscopy: Evaluates secondary structure content and folding

    • Thermal shift assays: Assesses protein stability and proper folding through melt curve analysis

    • Dynamic Light Scattering (DLS): Determines size distribution and detects potential aggregation

    • Nuclear Magnetic Resonance (NMR): Provides atomic-level structural information (particularly useful for small proteins like rpmG)

  • Functional verification:

    • RNA binding assays: Confirms ability to interact with ribosomal RNA fragments

    • Ribosome reconstitution assays: Tests incorporation into partially assembled ribosomal particles

    • In vitro translation assays: Evaluates function in reconstituted translation systems

  • Structural analysis:

    • Limited proteolysis: Properly folded proteins show characteristic resistance patterns

    • Mass spectrometry with hydrogen-deuterium exchange: Identifies exposed versus protected regions

    • Comparative analysis with native protein: When possible, compare properties with protein extracted from V. vulnificus

For initial screening, a combination of CD spectroscopy, thermal shift assays, and RNA binding tests provides an effective approach to confirm proper folding before proceeding to more specialized experimental applications.

What purification strategies yield the highest purity of recombinant rpmG?

Achieving high purity recombinant Vibrio vulnificus 50S ribosomal protein L33 (rpmG) requires a strategic multi-step purification approach:

  • Initial capture:

    • Immobilized Metal Affinity Chromatography (IMAC): For His-tagged rpmG constructs

    • Glutathione-Sepharose chromatography: For GST-fusion proteins

    • Amylose resin chromatography: For MBP-fusion constructs

  • Intermediate purification:

    • Ion Exchange Chromatography: rpmG typically has a basic pI, making cation exchange (e.g., SP Sepharose) particularly effective

    • Heparin affinity chromatography: Exploits the RNA-binding properties inherent to ribosomal proteins

    • Tag removal: Protease treatment followed by reverse IMAC to separate the tag from the target protein

  • Polishing step:

    • Size Exclusion Chromatography (SEC): Separates monomeric protein from aggregates and other contaminants

    • Hydroxyapatite chromatography: Provides separation based on both charge and hydrophobic interactions

    • Hydrophobic Interaction Chromatography (HIC): Useful for removing contaminating proteins with different surface hydrophobicity

  • Specific challenges and solutions:

ChallengeSolutionRationale
Nucleic acid contaminationBenzonase treatment, high-salt washes (500-1000 mM NaCl)Disrupts electrostatic interactions with RNA
Protein aggregationAdd reducing agents (5 mM DTT or 2 mM βME)Prevents disulfide bond formation if cysteine residues are present
Co-purifying bacterial proteinsInclude additional orthogonal purification stepsExploits different physicochemical properties

A typical optimized protocol might involve IMAC capture, followed by ion exchange chromatography, and final polishing by size exclusion chromatography, yielding >95% pure protein suitable for structural and functional studies.

How can I assess the functionality of recombinant rpmG in vitro?

Assessing the functionality of recombinant Vibrio vulnificus 50S ribosomal protein L33 (rpmG) requires approaches that evaluate its core ribosomal roles:

  • RNA binding assays:

    • Electrophoretic mobility shift assay (EMSA): Detects complex formation between rpmG and ribosomal RNA

    • Fluorescence anisotropy: Quantifies binding kinetics using fluorescently labeled RNA fragments

    • Surface plasmon resonance (SPR): Provides real-time binding data and affinity constants

    • Filter binding assays: Measures interaction with specific rRNA fragments using radiolabeled RNA

  • Ribosome assembly participation:

    • In vitro reconstitution: Tests incorporation into partially assembled 50S subunits

    • Sucrose gradient centrifugation: Monitors association with ribosomal complexes

    • Cryo-EM analysis: Visualizes structural integration into ribosomal particles

  • Translation-related functions:

    • In vitro translation systems: Measures restoration of activity in L33-depleted ribosomes

    • Polysome profile analysis: Evaluates impact on translation efficiency

    • tRNA binding and positioning assays: Assesses effects on tRNA interactions

When designing functionality assays, it's important to include appropriate controls:

  • L33-depleted ribosomes (negative control)

  • Native L33 protein (positive control)

  • Mutated L33 variants (to map functional domains)

A comprehensive functionality assessment would typically begin with RNA binding assays to confirm basic molecular interactions, followed by more complex ribosome assembly and translation assays to evaluate physiological relevance.

How can recombinant rpmG be used to study antibiotic resistance mechanisms?

Recombinant Vibrio vulnificus 50S ribosomal protein L33 (rpmG) offers valuable approaches for studying antibiotic resistance mechanisms, particularly relevant given the increasing antibiotic resistance observed in V. vulnificus to commonly used antibiotics such as cephalosporins and tetracyclines :

  • Structural studies of antibiotic binding:

    • Co-crystallization with antibiotics targeting the 50S subunit

    • NMR studies to map antibiotic interaction sites

    • Molecular dynamics simulations to analyze binding mechanisms

    • Site-directed mutagenesis to identify critical residues for antibiotic interactions

  • Ribosomal protection mechanisms:

    • In vitro translation assays comparing wild-type and mutant rpmG effects on antibiotic susceptibility

    • Competition binding assays between antibiotics and rpmG variants

    • Conformational change analysis in the presence of antibiotics

  • Evolutionary approaches:

    • Comparison of rpmG sequences from resistant versus sensitive V. vulnificus strains

    • Directed evolution experiments to identify resistance-conferring mutations

    • Phylogenetic analysis across Vibrio species with varying antibiotic resistance profiles

V. vulnificus isolates have been found to harbor numerous antibiotic resistance genes (ARGs) such as PBP3, parE, adeF, varG, and CRP, which confer resistance to beta-lactams, fluoroquinolones, and carbapenem antibiotics . Studying how rpmG interacts with these resistance mechanisms could provide insights into novel therapeutic approaches that might circumvent or overcome these resistance mechanisms.

What role does rpmG play in Vibrio vulnificus virulence?

The relationship between 50S ribosomal protein L33 (rpmG) and Vibrio vulnificus virulence involves several potential mechanisms:

  • Translational regulation of virulence factors:

    • rpmG may influence the translation efficiency of specific virulence-associated mRNAs

    • Differential expression of rpmG during infection could modulate virulence gene expression

    • Specialized ribosomes containing modified rpmG might preferentially translate virulence factor mRNAs

  • Stress adaptation mechanisms:

    • Similar to how RpoS functions as a global regulator helping V. vulnificus acquire resistance against various stresses and express virulence factors , ribosomal proteins may have regulatory roles

    • rpmG might contribute to translation under stress conditions encountered during host infection

    • Environmental signals such as temperature, pH, and nutrient availability may influence rpmG function

  • Interaction with virulence regulation networks:

    • Possible crosstalk with virulence factor regulatory systems

    • Connection to cAMP-CRP signaling, which is known to regulate virulence in V. vulnificus

    • Integration with other ribosome-associated virulence mechanisms

V. vulnificus strains carry various virulence factors, including capsular polysaccharide (CPS), lipopolysaccharide (LPS), iron acquisition systems, flagella, pili, hemolysin/cytolysin, metalloprotease, and repeats-in-toxin (RTX) . While direct evidence for rpmG involvement with these specific factors is limited, ribosomal proteins potentially influence their expression through translational control mechanisms.

How can structural studies of rpmG inform antibiotic development?

Structural studies of Vibrio vulnificus 50S ribosomal protein L33 (rpmG) can significantly contribute to antibiotic development through several approaches:

  • Identification of novel binding pockets:

    • High-resolution structures reveal potential antibiotic binding sites unique to bacterial ribosomes

    • Molecular docking studies can identify cavities suitable for small molecule binding

    • Comparison with rpmG from non-pathogenic species highlights target-specific features

    • Analysis of conserved versus variable regions guides selective targeting

  • Structure-guided drug design:

    • Fragment-based screening against structural models of rpmG

    • Structure-activity relationship (SAR) studies of compounds interacting with rpmG

    • Rational modification of existing antibiotics to improve rpmG interactions

    • Design of peptide mimetics that disrupt rpmG-rRNA or rpmG-protein interactions

  • Resistance mechanism insights:

    • Structural comparison between wild-type and resistance-associated rpmG variants

    • Molecular dynamics simulations to understand conformational changes affecting antibiotic binding

    • Identification of allosteric sites that could be targeted to overcome resistance

    • Analysis of compensatory mutations that maintain function while conferring resistance

The increasing antibiotic resistance of V. vulnificus to commonly used antibiotics underscores the importance of developing novel antimicrobial strategies. Structural studies of ribosomal proteins like rpmG can reveal unique features that distinguish them from human ribosomal proteins, enabling the design of selective inhibitors with reduced side effects.

What are the current challenges in studying ribosomal protein interactions in Vibrio vulnificus?

Research on ribosomal protein interactions in Vibrio vulnificus faces several significant challenges:

  • Technical limitations:

    • Difficulty obtaining high-resolution structures of complete V. vulnificus ribosomes

    • Challenges in producing recombinant ribosomal proteins in their native conformation

    • Complexity of reconstituting functional ribosomal subunits in vitro

    • Limited availability of V. vulnificus-specific antibodies for ribosomal proteins

  • Biological complexity:

    • Dynamic nature of ribosome assembly and protein interactions

    • Potential strain-specific variations in ribosomal protein sequences and functions

    • Environmental regulation of ribosomal protein expression and modification

    • Possible moonlighting functions of ribosomal proteins outside the ribosome

  • Experimental design issues:

    • Distinguishing direct effects of rpmG from secondary consequences of ribosome disruption

    • Developing appropriate in vivo models to study ribosomal protein functions

    • Difficulty in isolating intact ribosomes without disrupting native interactions

    • Challenges in studying translation under conditions mimicking infection environments

  • Integration with other regulatory networks:

    • Complex interplay between ribosomal proteins and global regulators like RpoS

    • Potential cross-regulation with virulence factor expression systems

    • Interaction with stress response pathways during infection

    • Relationship with antibiotic resistance mechanisms mediated by genes like CRP

Addressing these challenges requires interdisciplinary approaches combining structural biology, genetics, biochemistry, and computational modeling. Recent advances in cryo-electron microscopy have improved our ability to visualize ribosomal complexes, while techniques like ribosome profiling can provide insights into the functional consequences of ribosomal protein variations.

How can I resolve expression issues with recombinant rpmG?

Common expression issues with recombinant Vibrio vulnificus 50S ribosomal protein L33 (rpmG) can be addressed through systematic troubleshooting:

  • Low expression levels:

    • Optimize codon usage for the expression host

    • Try different promoter systems (T7, tac, araBAD)

    • Increase plasmid copy number or switch to a different vector

    • Optimize induction conditions (temperature, inducer concentration, timing)

    • Use richer media formulations (TB, 2xYT) instead of standard LB

  • Insoluble protein formation:

    • Lower induction temperature (16-25°C)

    • Reduce inducer concentration

    • Co-express with chaperones (GroEL/ES, DnaK/J)

    • Add solubility tags (MBP, SUMO, GST, Thioredoxin)

    • Include stabilizing agents in lysis buffer (glycerol, arginine, low concentrations of urea)

  • Data-driven optimization table for expression conditions:

ParameterTest RangeOptimal Condition for rpmGMeasure of Success
Temperature15-37°CUsually 18-25°CSoluble protein yield
IPTG concentration0.1-1.0 mMTypically 0.2-0.5 mMTotal expression level
Induction time3-24 hours16-20 hours at lower temperaturesBalance of yield vs. degradation
Media compositionLB, TB, 2xYT, M9Often TB or 2xYTCell density and protein yield
Host strainBL21(DE3), C41/C43, RosettaStrain-dependentExpression level and solubility
  • Protein degradation solutions:

    • Add protease inhibitors during purification

    • Use protease-deficient host strains (BL21)

    • Reduce expression time

    • Purify at lower temperatures

    • Include stabilizing ligands or binding partners

When troubleshooting, implement changes systematically and assess results quantitatively through SDS-PAGE and Western blotting to determine the most effective optimization strategy for your specific experimental conditions.

What controls should be included in rpmG functional assays?

Robust experimental design for Vibrio vulnificus 50S ribosomal protein L33 (rpmG) functional assays requires comprehensive controls:

  • Positive controls:

    • Native V. vulnificus rpmG protein (if available)

    • Well-characterized orthologous L33 proteins from related species

    • Reconstituted ribosomes containing authentic rpmG

    • Previously validated rpmG batches with confirmed activity

  • Negative controls:

    • Inactive rpmG mutants (with known critical residues altered)

    • Heat-denatured rpmG

    • Buffer-only conditions

    • Unrelated ribosomal proteins of similar size/charge

    • L33-depleted ribosomes or extracts

  • System-specific controls for different assay types:

Assay TypeEssential ControlsValidation Method
RNA bindingNon-specific RNA competitor, No-protein controlEMSA, filter binding
Ribosome assemblyL33-depleted ribosomes, Assembly with unrelated proteinSucrose gradients, light scattering
In vitro translationTranslation without rpmG, Translation with scrambled rpmG sequenceLuciferase activity, radiolabeled amino acid incorporation
Structural studiesProper folding controls, Buffer-matched samplesCD spectroscopy, thermal shift assays
Antibiotic resistanceKnown resistant and sensitive strains, Antibiotic-free conditionsMIC determination, growth curves
  • Technical controls:

    • Internal standards for quantification

    • Multiple biological and technical replicates

    • Time-course measurements to establish kinetics

    • Sample processing controls to account for experimental variations

These comprehensive control strategies help distinguish true functional effects from artifacts and enable confident interpretation of results, especially when integrating findings with other aspects of V. vulnificus research such as virulence mechanisms and regulatory pathways .

How should contradictory results in rpmG studies be interpreted?

Navigating contradictory results in Vibrio vulnificus 50S ribosomal protein L33 (rpmG) research requires systematic analysis:

  • Methodological sources of variation:

    • Differences in protein preparation (tags, purification methods, storage conditions)

    • Variations in experimental conditions (buffer composition, temperature, pH)

    • Diverse assay systems measuring different aspects of function

    • Technical limitations of detection methods

    • Batch-to-batch variability in reagents

  • Biological sources of variation:

    • Strain-specific differences in rpmG sequence or expression

    • Context-dependent functions of rpmG in different cellular environments

    • Interactions with strain-specific binding partners

    • Adaptations to different environmental niches

    • Post-translational modifications affecting function

  • Systematic approach to resolving contradictions:

    a. Methodological standardization:

    • Directly compare protocols between studies

    • Replicate contradictory experiments under identical conditions

    • Introduce controlled variations to identify critical parameters

    • Develop consensus protocols for key assays

    b. Hypothesis refinement:

    • Formulate hypotheses that could explain apparently contradictory results

    • Design experiments specifically to test reconciliation hypotheses

    • Consider more complex models incorporating context-dependency

    • Examine whether contradictions reflect different aspects of a multifunctional protein

  • Interpretation framework:

Type of ContradictionPossible ExplanationResolution Approach
Function in different strainsStrain-specific adaptationsComparative genomics and functional studies across strains
In vitro vs. in vivo resultsMissing cellular contextDevelop more complex reconstitution systems
Structure-function discrepanciesDynamic conformational statesCombined structural biology approaches (X-ray, NMR, cryo-EM)
Expression-phenotype inconsistenciesCompensatory mechanismsSystems biology approaches examining networks
Antibiotic sensitivity variationsResistance mechanism differencesDetailed mechanism studies with controlled genetic backgrounds

This approach to contradiction analysis is particularly relevant given the complexity of V. vulnificus pathogenicity and the multiple regulatory systems involved in virulence and stress adaptation .

What bioinformatic approaches are useful for analyzing rpmG conservation?

Comprehensive bioinformatic analysis of Vibrio vulnificus 50S ribosomal protein L33 (rpmG) conservation requires multiple computational approaches:

  • Sequence-based analyses:

    • Multiple sequence alignment (MSA): Using tools like MUSCLE, MAFFT, or Clustal Omega

    • Phylogenetic tree construction: Maximum likelihood, Bayesian, or Neighbor-joining methods

    • Sequence logo generation: For visualizing conserved motifs and variable regions

    • Conservation scoring: Using methods like Jensen-Shannon divergence or Evolutionary Trace

  • Structure-based approaches:

    • Homology modeling: Building structural models based on known ribosomal structures

    • Structural alignment: Comparing predicted or experimental structures

    • Molecular dynamics simulations: Assessing structural stability of conserved regions

    • Contact map analysis: Identifying conserved interaction networks

  • Evolutionary analysis:

    • dN/dS ratio calculation: Identifying selection pressures on rpmG

    • Coevolutionary analysis: Finding correlated mutations with interaction partners

    • Ancestral sequence reconstruction: Tracing evolutionary history of rpmG

    • Population genetics approaches: Analyzing within-species variation

  • Analytical framework for conservation studies:

Analysis LevelMethodsToolsInterpretation
Primary sequenceMSA, Conservation scoringJalview, ConSurfIdentify functional residues, binding sites
Secondary structureStructure prediction, Conservation mappingPSIPRED, JPredRelate sequence conservation to structural elements
Tertiary structureHomology modeling, Structural superpositionMODELLER, PyMOLVisualize 3D conservation patterns
Genomic contextSynteny analysis, Operon predictionMicrobesOnline, SyntTaxUnderstand functional associations
Evolutionary historyPhylogenetic analysis, Selection analysisPAML, HyPhyIdentify evolutionary constraints and adaptation

This approach is similar to methods used to analyze the evolutionary conservation of other V. vulnificus genes, such as empV, which demonstrated strong conservation within V. vulnificus strains while remaining distinct from other Vibrio species . Such conservation analysis provides insights into the evolutionary constraints on rpmG and potential species-specific adaptations that may relate to pathogenicity.

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