KEGG: cpf:CPF_1836
STRING: 195103.CPF_1836
Recombinant CPF_1836 is typically produced using in vitro E. coli expression systems, with an N-terminal 10xHis-tag to facilitate purification. The expression region spans positions 1-185 of the native protein . The standard production method involves:
Cloning the CPF_1836 gene into an appropriate expression vector
Transformation into competent E. coli cells
Induction of protein expression
Cell lysis and protein extraction
Purification via nickel affinity chromatography utilizing the His-tag
Formulation in appropriate buffer systems
The final product is typically supplied either as a liquid formulation or as lyophilized powder in Tris/PBS-based buffer with 6% Trehalose at pH 8.0 . This preparation provides stability while maintaining structural integrity for experimental applications.
For optimal stability, recombinant CPF_1836 should be stored at -20°C/-80°C upon receipt, with aliquoting recommended to avoid repeated freeze-thaw cycles, which can compromise protein integrity. The shelf life varies depending on storage conditions:
| Formulation | Storage Temperature | Approximate Shelf Life |
|---|---|---|
| Liquid | -20°C/-80°C | 6 months |
| Lyophilized | -20°C/-80°C | 12 months |
Working aliquots may be stored at 4°C for up to one week . The stability is influenced by multiple factors including buffer composition, storage temperature, and the intrinsic properties of the protein itself. For proteins with transmembrane domains like CPF_1836, addition of stabilizing agents such as glycerol or trehalose can significantly extend functional lifetime.
When designing functional assays with recombinant CPF_1836, the following controls are essential:
| Control Type | Description | Purpose |
|---|---|---|
| Negative Protein Control | Purified protein of similar size/structure but unrelated function | Controls for non-specific protein effects |
| Tag-only Control | Peptide containing only the His-tag sequence | Evaluates potential tag interference |
| Denatured Protein Control | Heat-inactivated CPF_1836 | Confirms activity is structure-dependent |
| Strain Comparison Control | Parallel assays with proteins from different C. perfringens strains | Identifies strain-specific functions |
| Buffer Control | Buffer solution without protein | Establishes baseline response |
Additionally, when incorporating CPF_1836 into cellular assays, researchers should include appropriate cellular controls such as untransfected cells and cells expressing irrelevant proteins of similar size and localization. In animal models, control groups receiving sterile, non-toxic culture medium (as used in the enterotoxemia model) are essential for result interpretation .
To investigate potential interactions between CPF_1836 and other virulence factors, researchers can employ several complementary approaches:
Co-expression Analysis: Analyze genomic data to identify genes co-expressed with CPF_1836 across different conditions, potentially indicating functional relationships. Whole genome sequence (WGS) phylogenomic reconstruction approaches similar to those used in C. perfringens foodborne outbreak studies could reveal evolutionary relationships between CPF_1836 and characterized virulence genes .
Protein-Protein Interaction Assays:
Pull-down assays using His-tagged CPF_1836 as bait
Bacterial two-hybrid systems
Surface plasmon resonance (SPR) to measure binding kinetics
Cross-linking mass spectrometry to identify interacting partners
Functional Studies:
Co-introduction of CPF_1836 with known toxins in cellular models
Evaluation of synergistic effects through quantitative virulence assays
Historical precedent from C. perfringens research suggests that virulence often involves complex interactions between multiple factors. For example, studies have shown heterogeneity in virulence gene profiles even within outbreaks, with two or three different profiles detected in some foodborne outbreak investigations . This highlights the importance of considering potential cooperation between CPF_1836 and established virulence factors.
For comprehensive structural characterization of CPF_1836's transmembrane domains, researchers should employ multiple complementary techniques:
Computational Analysis:
TMHMM, HMMTOP, or Phobius for transmembrane prediction
Molecular dynamics simulations in lipid bilayers
3D structure prediction using AlphaFold or similar platforms
Experimental Approaches:
Circular Dichroism (CD) spectroscopy to determine secondary structure content
NMR spectroscopy with detergent-solubilized protein
Hydrogen-Deuterium Exchange Mass Spectrometry (HDX-MS) to identify exposed regions
Functional Mapping:
Alanine scanning mutagenesis of predicted transmembrane residues
Accessibility studies using cysteine labeling
Fluorescence spectroscopy with environment-sensitive probes
The complete amino acid sequence reveals multiple hydrophobic regions consistent with transmembrane segments (e.g., "VAIGIGSAVFMILGRFGSLPTGIPNT" and other similar stretches) . These regions likely adopt alpha-helical conformations that span the bacterial membrane, while intervening hydrophilic segments form loops on either side of the membrane.
Differentiating specific from non-specific effects in host-pathogen interaction studies with CPF_1836 requires rigorous experimental design:
Dose-Response Relationships:
Establish clear dose-response curves
Determine EC50/IC50 values for specific effects
Compare concentration thresholds between specific and non-specific responses
Molecular Specificity Controls:
Structure-function analysis through targeted mutations
Competition assays with excess unlabeled protein
Blocking experiments with antibodies against specific domains
Temporal Resolution:
Time-course experiments to distinguish immediate from delayed effects
Pulse-chase approaches to track protein internalization and processing
Cross-Validation Approaches:
Parallel testing in multiple cell/tissue types
Comparison with related proteins from non-pathogenic species
Correlation of in vitro findings with in vivo observations
When interpreting results, researchers should consider the heterogeneity observed in C. perfringens strains. Studies have shown that multiple different virulence gene profiles can be associated with a single outbreak , suggesting complex pathogenicity mechanisms that may include both specific and non-specific effects.
To investigate the evolutionary context of CPF_1836, researchers can apply several advanced genomic approaches:
Comparative Genomics:
Pan-genome analysis across Clostridium species
Identification of CPF_1836 homologs in related bacteria
Synteny analysis to examine conservation of genomic context
Phylogenomic Reconstruction:
Core-genome single nucleotide polymorphism (SNP) analysis
Maximum likelihood phylogenetic tree construction
Ancestral sequence reconstruction
Selection Pressure Analysis:
Calculation of dN/dS ratios to identify selection signatures
Identification of conserved vs. variable regions
Coevolution analysis with interacting partners
Horizontal Gene Transfer Assessment:
Anomalous GC content or codon usage analysis
Identification of mobile genetic elements in proximity
Comparison with phylogenetic patterns of housekeeping genes
These approaches can be modeled after those used in large-scale genomic analyses of C. perfringens strains, where whole genome sequence phylogenomic reconstruction based on core-genome SNPs has successfully identified distinct clades that correlate with virulence characteristics . For example, such analyses have distinguished chromosomal cpe-positive strains from cpe-negative and plasmid-borne cpe strains, revealing unexpected evolutionary relationships.
Based on structural predictions and transmembrane localization, CPF_1836 may contribute to C. perfringens pathogenesis through several potential mechanisms:
Membrane Integrity and Stress Response:
As a transmembrane protein, CPF_1836 likely contributes to bacterial membrane structure and function. Its hydrophobic regions (e.g., "IGFIGHALKDIVFFGSPWISW" and similar sequences) suggest potential roles in maintaining membrane integrity during environmental stress conditions encountered during host infection.
Transport Functions:
The predicted transmembrane topology suggests possible involvement in:
Ion transport or homeostasis
Nutrient acquisition during infection
Export of virulence factors or toxins
Signaling and Environmental Sensing:
Transmembrane proteins often function in signal transduction pathways that:
Detect environmental cues in the host
Trigger expression of virulence factors
Coordinate bacterial responses to host defenses
Adhesion and Host Interaction:
Surface-exposed regions may participate in:
Direct interactions with host cell receptors
Biofilm formation during infection
Evasion of host immune responses
Studies of C. perfringens pathogenesis have demonstrated that enterotoxicity can result from both whole bacteria and secreted components , indicating complex virulence mechanisms involving multiple bacterial factors. As a transmembrane protein, CPF_1836 could contribute to this process by facilitating bacterial adaptation to the host environment or participating in toxin production/secretion pathways.
To evaluate CPF_1836's potential as a therapeutic target or diagnostic marker, researchers should employ a systematic approach incorporating multiple methodologies:
| Evaluation Purpose | Methodological Approach | Expected Outcome Measures |
|---|---|---|
| Target Validation | Gene knockout/knockdown studies | Virulence attenuation in model systems |
| Antibody neutralization tests | Reduction in pathogen fitness or toxicity | |
| Small molecule inhibitor screening | Identification of binding compounds with antimicrobial effects | |
| Essentiality Assessment | Conditional expression systems | Determination of growth/survival impact |
| Saturating transposon mutagenesis | Identification of essential domains | |
| Diagnostic Potential | Recombinant antigen-based ELISA | Sensitivity and specificity against clinical samples |
| PCR-based detection of encoding gene | Correlation with pathogen presence | |
| Antibody response profiling | Identification of immunodominant epitopes | |
| Cross-Reactivity Analysis | Homology comparison with human/livestock proteins | Identification of potential off-target effects |
| Testing against commensal microbiota | Assessment of specificity for pathogenic strains |
When designing these studies, researchers should consider the epidemiological context of C. perfringens infections, which can involve heterogeneous bacterial populations. For example, foodborne outbreak investigations have revealed that multiple strains with different virulence profiles can be present in a single outbreak . This heterogeneity should inform the design of both therapeutic and diagnostic approaches targeting CPF_1836.
Membrane proteins like CPF_1836 present specific challenges for functional characterization. Researchers can address these challenges through specialized approaches:
Solubilization and Stabilization Strategies:
Selection of appropriate detergents (e.g., DDM, LMNG, or digitonin)
Use of nanodiscs or lipid bilayer systems to maintain native environment
Amphipol stabilization for structural studies
Systematic buffer optimization to prevent aggregation
Expression System Optimization:
Membrane protein-specific expression vectors
Lower expression temperature (e.g., 18-25°C) to improve folding
Fusion with stabilizing partners (e.g., MBP, GFP) that report on folding status
Codon optimization for membrane protein expression
Functional Reconstitution Approaches:
Proteoliposome reconstitution for transport/channel assays
Supported lipid bilayers for microscopy-based studies
Tethered bilayer systems for electrical measurements
Cell-free expression directly into liposomes
Advanced Biophysical Characterization:
Single-particle cryo-EM for structural determination
Solid-state NMR for structure in membrane environment
Hydrogen-deuterium exchange mass spectrometry for dynamics
Surface plasmon resonance in lipid environments for interaction studies
Researchers working with CPF_1836 should particularly note its transmembrane nature with multiple hydrophobic segments , which will necessitate careful consideration of detergent selection during purification and handling procedures. The N-terminal 10xHis-tag provided in recombinant versions offers a convenient purification handle but may need to be removed for certain functional studies to prevent interference with native protein activity.
To position CPF_1836 within the broader virulence context of C. perfringens, researchers should consider:
Comparative Expression Analysis:
While the specific role of CPF_1836 in virulence is not fully characterized, its potential contribution can be evaluated through expression correlation with established virulence factors. C. perfringens virulence is typically associated with toxin production, with strains classified into types A-G based on the combination of major toxins produced . Researchers should examine whether CPF_1836 expression correlates with specific toxin profiles or is consistently expressed across diverse strain types.
Functional Categorization:
Based on transmembrane prediction and sequence analysis , CPF_1836 likely functions in membrane-associated processes rather than as a direct toxin. Within the broader virulence landscape, it may contribute to:
Environmental adaptation during infection
Nutrient acquisition in the host environment
Stress resistance mechanisms
Toxin secretion or regulation systems
Genomic Context Analysis:
The genomic neighborhood of CPF_1836 may provide clues to its functional role. Researchers should examine whether it resides within known pathogenicity islands or gene clusters associated with virulence, similar to approaches used in large-scale genomic analyses of C. perfringens .
Virulence Gene Profiling:
Modern virulence typing involves comprehensive profiling of multiple genes. Recent studies have employed real-time PCR techniques targeting up to 17 virulence factor genes to characterize foodborne outbreak strains . Integration of CPF_1836 into such typing schemes would help establish its relationship to known virulence determinants.
To investigate CPF_1836's potential role in enterotoxemia, researchers should design experiments that build upon established animal models while incorporating specific analyses for this protein:
Modified Enterotoxemia Model Design:
Include experimental groups: (a) wild-type C. perfringens, (b) CPF_1836 knockout strain, (c) complemented strain, (d) negative controls
Administer via intraduodenal route following established protocols
Monitor for clinical signs including CNS symptoms and diarrhea
Comparative Group Analysis:
| Experimental Group | Expected Outcome if CPF_1836 is Involved | Expected Outcome if CPF_1836 is Not Involved |
|---|---|---|
| Wild-type bacteria | Full disease manifestation | Full disease manifestation |
| CPF_1836 knockout | Attenuated symptoms | No change in disease progression |
| Complemented strain | Restored virulence | No change from wild-type |
| Purified CPF_1836 protein | Specific pathological changes | No significant effects |
| Control (culture medium) | No disease | No disease |
Comprehensive Assessment Metrics:
Clinical scoring systems for neurological signs and diarrhea
Histopathological evaluation focusing on lung edema, colitis, and cerebral changes
Immunohistochemistry to track bacterial colonization and CPF_1836 localization
Transcriptomic analysis of host response to different bacterial strains
Measurement of inflammatory markers and tissue damage indicators
Mechanistic Follow-up Studies:
Ex vivo intestinal loop models to assess direct effects on epithelium
Bacterial transcriptomics to identify compensatory changes in CPF_1836 mutants
Metabolomic profiling to identify altered bacterial or host metabolites
This experimental design builds on the established finding that in enterotoxemia models, both whole cultures and filtered supernatants can induce disease, suggesting complex pathogenicity mechanisms involving both cellular and secreted components .
Integrating CPF_1836 research with current understanding of C. perfringens genomic diversity requires multifaceted approaches:
Strain Diversity Sampling:
Include diverse isolates representing different:
Phylogenetic clades identified through SNP-based analyses
Toxinotypes (Types A-G)
Source environments (clinical, food, environmental)
Geographic origins
This approach aligns with comprehensive genomic studies that have revealed significant strain heterogeneity even within outbreaks
Comparative Genomic Analysis:
Sequence the CPF_1836 gene and flanking regions across strain collections
Identify single nucleotide polymorphisms (SNPs) and structural variants
Construct gene-specific phylogenetic trees to compare with whole-genome phylogenies
Analyze selection pressures (dN/dS ratios) to identify functional constraints
Association Studies:
Correlate CPF_1836 sequence variants with:
Virulence phenotypes in experimental models
Clinical disease associations
Presence/absence of other virulence factors
Chromosomal versus plasmid-borne toxin genes
Multi-Omics Integration:
Combine genomic data with:
Transcriptomic profiles under different conditions
Proteomic analyses of membrane fractions
Functional characterization of variant proteins
Metabolomic signatures of different strains
This integrative approach would build upon findings from large-scale genomic analyses of C. perfringens that have identified distinct clades differentiating chromosomal cpe-positive strains from cpe-negative and plasmid-borne cpe strains , providing a framework for understanding how CPF_1836 variants might correlate with established genomic diversity patterns.
Researchers working with recombinant CPF_1836 may encounter several technical challenges inherent to transmembrane proteins. Here are common issues and their solutions:
Protein Aggregation and Precipitation:
Challenge: Transmembrane proteins often aggregate during purification or storage
Solutions:
Optimize detergent type and concentration (try LMNG, DDM, or digitonin)
Include glycerol (10-20%) in storage buffers
Store at higher concentrations with carrier proteins when appropriate
Use trehalose (as in commercial preparations) to enhance stability
Consider nanodiscs or amphipol stabilization for functional studies
Low Expression Yields:
Challenge: Membrane proteins typically express at lower levels than soluble proteins
Solutions:
Reduce expression temperature to 16-18°C
Use specialized expression strains (C41/C43, Lemo21)
Optimize codon usage for E. coli
Consider fusion partners that enhance expression (MBP, SUMO)
Scale up culture volumes to compensate for lower per-cell yield
Protein Activity Loss:
Challenge: Native function may be compromised during purification
Solutions:
Minimize time between cell lysis and final purification
Include protease inhibitors throughout purification
Maintain constant low temperature during handling
Consider activity assays at each purification step
Re-validate activity after freeze-thaw cycles
Tag Interference:
These approaches are particularly important for CPF_1836 given its transmembrane nature with multiple hydrophobic regions identified in its sequence , which make it prone to the challenges typical of membrane proteins.
Thorough validation of detection tools is essential for reliable CPF_1836 research. The following comprehensive validation strategy is recommended:
Antibody Validation Protocol:
| Validation Approach | Method | Success Criteria |
|---|---|---|
| Specificity Testing | Western blot against recombinant protein | Single band at expected MW (~20 kDa plus tag) |
| Immunoblot against CPF_1836 knockout | Absence of signal compared to wild-type | |
| Competition with purified antigen | Signal reduction proportional to competitor | |
| Sensitivity Assessment | Limit of detection determination | Detection of ≤10 ng purified protein |
| Signal-to-noise ratio calculation | Ratio >10:1 at working concentration | |
| Cross-reactivity Testing | Testing against related UPF0397 family proteins | <10% signal compared to CPF_1836 |
| Screening against host tissue lysates | No significant non-specific binding | |
| Application Validation | Immunofluorescence microscopy | Membrane localization pattern |
| Flow cytometry | Positive signal in intact bacteria | |
| Immunoprecipitation efficiency | >50% target protein recovery |
PCR-based Detection Tools:
Design primers spanning unique regions of CPF_1836
Validate specificity across C. perfringens strains
Determine limit of detection using serial dilutions
Compare sensitivity between conventional and real-time PCR
Include internal amplification controls
Mass Spectrometry Methods:
Identify unique peptide signatures for CPF_1836
Develop multiple reaction monitoring (MRM) assays
Establish standard curves with purified protein
Validate extraction methods from complex matrices
Determine interference profiles from biological samples
Reporter Systems:
Construct fluorescent protein fusions (considering topology constraints)
Validate expression and localization in C. perfringens
Compare fusion protein function to native protein
Develop inducible systems for temporal studies
These validation approaches should consider the transmembrane nature of CPF_1836 , which may affect epitope accessibility in different applications and require specialized extraction procedures for detection from bacterial cultures.
When designing genetic manipulation studies for CPF_1836, researchers should address several critical considerations:
Genetic Manipulation Strategy Selection:
Allelic Exchange: Preferred for precise deletions or substitutions
Group II Intron Systems (e.g., ClosTron): Effective for insertional inactivation
CRISPR-Cas9 Approaches: For precise genome editing when transformation efficiency is sufficient
Antisense RNA: For conditional knockdown if knockout is lethal
Essential Gene Considerations:
Generate conditional mutants if initial attempts at knockout fail
Consider domain-specific deletions rather than whole-gene knockout
Implement depletion strategies with inducible promoters
Prepare complementation constructs before attempting knockout
Membrane Protein-Specific Challenges:
Account for potential polar effects on flanking genes
Consider topology disruption in partial deletions
Design mutations that maintain membrane integrity
Include membrane protein stabilizing elements in complementation constructs
Validation Requirements:
RT-qPCR to confirm transcript elimination
Western blot to verify protein absence
Genome sequencing to confirm precise modification
Phenotypic rescue with complementation
Controls for unintended off-target effects
Experimental Design Considerations:
When interpreting results from these genetic studies, researchers should consider the broader genomic context. C. perfringens strains exhibit significant genomic diversity, with distinct clades identified through SNP-based analyses . This diversity may influence the phenotypic consequences of CPF_1836 manipulation in different strain backgrounds.
Several cutting-edge technologies offer promising approaches to elucidate CPF_1836 function:
Cryo-Electron Microscopy (Cryo-EM):
Single-particle analysis for high-resolution structure determination
In situ structural studies within native membrane environments
Visualization of protein-protein interactions in membrane complexes
Time-resolved cryo-EM to capture conformational dynamics
Advanced Genetic Manipulation Technologies:
CRISPR interference (CRISPRi) for tunable gene repression
Base editing for precise amino acid substitutions without double-strand breaks
In vivo transposon mutagenesis with deep sequencing (TnSeq) to map functional domains
Inducible degron systems for temporal control of protein levels
Single-Cell and Spatial Technologies:
Single-cell transcriptomics to capture heterogeneity in bacterial populations
Spatial transcriptomics to map gene expression in infection microenvironments
Mass cytometry for high-dimensional protein analysis at single-cell resolution
Super-resolution microscopy for nanoscale localization and dynamics
Artificial Intelligence Integration:
Deep learning for structure prediction and functional annotation
Machine learning analysis of phenotypic screens
Network-based approaches to predict protein-protein interactions
Automated literature mining to generate functional hypotheses
These emerging technologies could be particularly valuable for understanding CPF_1836 in the context of C. perfringens heterogeneity, where studies have revealed complex relationships between genomic profiles and virulence characteristics . For instance, advanced genomic approaches have identified unexpected links between different outbreaks associated with closely related strains , suggesting that similar approaches could reveal important functional aspects of CPF_1836.
Comparative studies across Clostridium species can provide valuable evolutionary and functional insights into CPF_1836:
Evolutionary Trajectory Analysis:
Reconstruct phylogenetic history of UPF0397 family proteins
Identify conserved versus variable regions across species
Map sequence divergence to structural features
Correlate evolutionary patterns with pathogenicity profiles
Structure-Function Relationship Mapping:
Compare predicted structures across homologs
Identify functionally critical residues through conservation analysis
Correlate structural variations with phenotypic differences
Design chimeric proteins to test domain-specific functions
Niche Adaptation Correlation:
Analyze UPF0397 protein variants in relation to:
Host range differences between Clostridium species
Environmental persistence capabilities
Growth requirements and metabolic capabilities
Stress response mechanisms
Horizontal Gene Transfer Assessment:
Identify potential interspecies transfer events
Evaluate selective pressures in different genomic contexts
Analyze flanking mobile genetic elements
Compare gene organization across species
This comparative approach builds on methodologies used in large-scale genomic analyses of C. perfringens, where whole genome sequence phylogenomic reconstruction has revealed important clade structures corresponding to virulence characteristics . Extending such approaches to examine CPF_1836 homologs across Clostridium species could provide evolutionary context for its function in C. perfringens.
To substantially advance CPF_1836 research over the next five years, integrated multidisciplinary approaches combining complementary methodologies will be most effective:
Integrated Structural Biology Pipeline:
AlphaFold structure prediction for initial modeling
Cryo-EM for experimental structure determination
Molecular dynamics simulations in membrane environments
Structure-guided functional hypothesis generation
Structure-based virtual screening for small molecule probes
Systems Biology Framework:
Multi-omics profiling (transcriptomics, proteomics, metabolomics)
Network analysis to position CPF_1836 in cellular pathways
Flux balance analysis to identify metabolic impacts
Perturbation studies with temporal profiling
Integration with existing C. perfringens datasets
Translational Research Collaboration:
Animal model development with veterinary specialists
Clinical strain collection and characterization
Diagnostic test development and validation
Therapeutic targeting feasibility assessment
One Health approach connecting environmental, animal, and human aspects
Advanced Computing Integration:
Machine learning for pattern recognition in complex datasets
Quantum computing applications for molecular modeling
Cloud-based collaborative platforms for data sharing
Automated literature mining for hypothesis generation
Predictive modeling of protein-protein interactions
This multidisciplinary strategy aligns with current trends in C. perfringens research, where studies have demonstrated the value of integrating genomic analyses with phenotypic characterization and epidemiological data . Such holistic approaches have revealed unexpected links between seemingly distinct outbreaks and could similarly uncover important aspects of CPF_1836 function in different contexts.