Essential for the synthesis of the polyglutamate capsule of Bacillus anthracis, a key virulence factor in anthrax infection. CapA may form a polyglutamyl synthetase complex with CapB and CapC proteins.
KEGG: bar:GBAA_pXO2_0064
CapA refers to a family of proteins involved in bacterial capsular polysaccharide (CP) biosynthesis, with species-specific functions and structures. In Bacillus anthracis, CapA is encoded on the pXO2 plasmid and participates in capsule formation, which is a key virulence factor absent in vaccine strains such as Sterne 34F2 .
In Staphylococcus aureus, CapA exists in two forms (CapA1 and CapA2) and functions as part of the CapAB tyrosine kinase complex that coordinates capsule assembly with cell wall biosynthesis. CapA1 is anchored to the cytoplasmic membrane via two transmembrane domains that flank an extracellular loop of approximately 130 amino acids, which serves as both a sensory and catalytic domain . This domain is involved in recognizing and processing membrane-bound CP precursors.
In Campylobacter jejuni, CapA functions as an autotransporter protein that mediates cellular association and invasion, with mutations in the gene significantly reducing the bacterium's capacity to associate with and invade Caco-2 cells .
The diversity of functions demonstrates CapA's importance in bacterial cell envelope biogenesis across multiple species, influencing both structural integrity and pathogenicity.
The structure-function relationship of CapA varies significantly between bacterial species:
In S. aureus, CapA1's structure includes:
Two transmembrane domains anchoring it to the cytoplasmic membrane
An extracellular loop (~130 amino acids) that functions as a sensory/catalytic domain
A cytoplasmic domain that interacts with and activates the CapB kinase
This structure enables CapA1 to function both as an activator of CapB1 kinase and as a phosphodiesterase that can cleave lipid-linked CP precursors, releasing essential undecaprenyl-phosphate (C₅₅P) carriers .
In B. anthracis, the C-terminus region of CapA (referred to as CapA322 in research) contains immunoreactive epitopes that can be detected by antibodies in sera from infected animals but not vaccinated ones . This structural feature makes it valuable for diagnostic applications.
The structural domains of CapA determine its species-specific functions, from enzyme activation to precursor processing to immunological recognition, highlighting the importance of characterizing these structures for understanding capsule biosynthesis mechanisms.
The genetic elements encoding CapA vary by bacterial species, with distinct regulatory mechanisms:
In B. anthracis, the capA gene is located on the pXO2 plasmid (gene GBAA_RS28240), which is present in virulent strains but absent in the veterinary vaccine strain Sterne 34F2 . This genomic location is crucial as it creates a clear distinction between vaccine-induced and infection-induced immune responses.
In S. aureus, there are two distinct genes:
capA1 (cap5A) is encoded within the cap5 operon and is essential for capsule production
capA2 is encoded elsewhere in the genome and appears to have distinct functions in cell envelope biosynthesis
Regulation of these genes involves complex mechanisms:
In S. aureus, the Ser/Thr kinase PknB can sense cellular lipid II levels and negatively controls CP synthesis
Exopolysaccharides like poly-N-acetyl-β-(1,6)-glucosamine (PNAG) and CP5 can inhibit CapA2-induced autophosphorylation of CapB2 in a concentration-dependent manner, suggesting feedback regulation
These diverse genetic organizations and regulatory mechanisms reflect the adaptation of capsule biosynthesis to different bacterial lifestyles and ecological niches.
Assessment of CapA enzymatic activity depends on the specific function being studied:
For CapA Kinase Activation (in S. aureus):
In vitro reconstitution of CapAB tyrosine kinase activity using purified components
Detection of autophosphorylation using γ-labeled [³³P]ATP
Analysis by SDS-PAGE followed by autoradiography to visualize phosphorylated proteins
For Phosphodiesterase Activity:
Thin-layer chromatography (TLC) to monitor cleavage of lipid-linked CP precursors
Mass spectrometry to identify reaction products
For Target Protein Phosphorylation:
In vitro phosphorylation assays with purified CapAB complexes and target proteins (e.g., CapM, CapE)
Site-directed mutagenesis of predicted phosphorylation sites (e.g., CapM_Y157F) to validate specific residues
Functional assays to assess the impact of phosphorylation on target protein activity
Activity Modulation Assays:
Testing the effects of potential modulators (e.g., PNAG, CP5) on kinase activity
Assessment of phosphatase (CapC1, CapC2) activity in reversing phosphorylation
These methodologies provide comprehensive insights into the multifaceted enzymatic activities of CapA proteins and their role in coordinating capsule synthesis with other cell wall biosynthetic pathways.
ELISA-based methods for detecting CapA-specific antibodies have been developed particularly for B. anthracis surveillance:
CapA322-ELISA Development:
Antigen Preparation: The C-terminus region of CapA, named CapA322, is expressed recombinantly and purified
ELISA Protocol:
Performance Characteristics:
The CapA322-ELISA can detect anti-CapA antibodies in sera from B. anthracis-infected horses
Importantly, it is non-reactive to sera from horses vaccinated with the Sterne 34F2 strain
This specificity stems from the absence of the pXO2 plasmid (which encodes CapA) in the vaccine strain
Advantages over PA-Based Assays:
PA (Protective Antigen)-based assays cannot distinguish between vaccine-induced and natural infection-induced antibodies
CapA322-ELISA provides this distinction without requiring vaccination history information
This is particularly valuable in regions with nomadic pastoralism or poor record-keeping
The development of CapA-specific ELISA methods represents a significant advancement for anthrax surveillance in endemic areas, enabling differentiation between vaccinated and naturally infected animals without requiring detailed vaccination records.
The CapAB tyrosine kinase complex in S. aureus coordinates capsule assembly with cell wall biosynthesis through multiple sophisticated mechanisms:
Multi-level Enzymatic Control:
Reversible Phosphorylation: The CapAB complex phosphorylates multiple enzymatic checkpoints involved in cell envelope biosynthesis
Precursor Consumption Regulation: By modulating enzyme activities, CapAB controls the consumption of essential precursors that are shared between capsule and peptidoglycan biosynthesis
Lipid Carrier Recycling: CapA1 possesses phosphodiesterase activity that cleaves lipid-linked CP precursors
Integration with PknB Signaling: The Ser/Thr kinase PknB, which senses cellular lipid II levels, negatively controls CP synthesis
Significance of Coordination:
The biosynthetic pathways for peptidoglycan, wall teichoic acid, and capsular polysaccharide must be precisely coordinated since they:
Disruption of this coordination can lead to the "essential gene paradox," where deletion of late-stage capsule biosynthesis genes becomes lethal not because the capsule itself is essential, but because precursor sequestration critically impairs peptidoglycan synthesis .
CapA contributes to bacterial virulence and host-pathogen interactions through multiple mechanisms that vary by bacterial species:
In B. anthracis:
CapA is involved in biosynthesis of the poly-γ-D-glutamic acid capsule, a major virulence factor
The capsule inhibits phagocytosis, allowing bacterial evasion of host immune responses
The presence of CapA (encoded on pXO2) distinguishes virulent strains from attenuated vaccine strains
Antibodies against CapA serve as markers of natural infection, indicating exposure to fully virulent B. anthracis
In S. aureus:
CapA1 is crucial for efficient capsule formation, as demonstrated by complementation studies
CapA1 expressed in trans enhances CP production in the serotype 8 strain MW2
The strain MW2 naturally carries a frameshift mutation in capA1 that results in expression of a truncated protein
Deletion of capB1 (but not capB2) prevents CP production, highlighting the specificity of CapA1-CapB1 interaction in virulence
In C. jejuni:
CapA functions as an autotransporter protein
A capA insertion mutant showed significantly reduced capacity for association with and invasion of Caco-2 cells
The mutant failed to colonize and persist in chickens, demonstrating CapA's role in host colonization
These diverse functions highlight how CapA proteins have evolved species-specific roles in virulence, from structural components of protective capsules to regulatory proteins coordinating capsule production to adhesins mediating host cell interactions.
The enzymatic activities of CapA show remarkable diversity across bacterial species, reflecting their specialized roles:
Key Enzymatic Differences:
In S. aureus, CapA1 and CapA2 demonstrate distinct enzymatic properties despite both functioning as kinase activators:
CapA1 possesses phosphodiesterase activity that cleaves lipid-linked CP precursors
CapA2 lacks this phosphodiesterase activity
CapA2 interacts with exopolysaccharides like PNAG, which inhibit its ability to activate CapB2
These differential activities suggest that while CapA1 functions primarily in coordinating CP biosynthesis with cell wall synthesis, CapA2 may have evolved to respond to environmental signals related to exopolysaccharide production.
The enzymatic divergence of CapA proteins highlights how bacteria have evolved specialized mechanisms for regulating capsule biosynthesis according to their specific ecological niches and pathogenic strategies.
Researchers face several significant technical challenges when studying CapA proteins:
Membrane Protein Expression and Purification:
CapA proteins like S. aureus CapA1 and CapA2 are membrane-anchored proteins with multiple transmembrane domains
Expression of full-length membrane proteins often results in poor solubility and yield
Purification may require detergent solubilization which can affect protein activity
Alternative strategies include creating fusion proteins (as with CapA1B1 fusion) or expressing soluble domains (as with CapA322)
Complex Multifactorial Assays:
Studying CapA's role in coordinating multiple biosynthetic pathways requires complex in vitro reconstitution systems
These must include multiple purified proteins, appropriate lipid substrates, and detection methods for various activities
Validating in vitro findings in cellular contexts presents additional challenges
Species-Specific Variations:
The significant differences in CapA structure and function between bacterial species complicate extrapolation of findings
Research methodologies must be tailored to each specific CapA protein being studied
Standardization of nomenclature and research approaches across species remains inadequate
In Vivo Relevance:
Correlating in vitro enzymatic activities with in vivo phenotypes requires sophisticated genetic manipulation
Some bacteria (like B. anthracis) require specialized containment facilities due to pathogenicity
Animal models for testing CapA's role in virulence and host interaction may not fully recapitulate human infections
Addressing these challenges requires multidisciplinary approaches combining structural biology, biochemistry, genetics, and infection models tailored to the specific CapA protein and bacterial species being investigated.
Resolving contradictions in CapA research requires systematic approaches:
Reconciling Contradictory Kinase Activity Data:
In the case of CapB1 from S. aureus, contradictory reports suggested it might be a pseudokinase devoid of catalytic activity. Researchers resolved this by:
Creating chimeric proteins (CapA1B1 fusion)
Demonstrating that the fusion efficiently autophosphorylated in the presence of γ-labeled [³³P]ATP
Proving CapB1 functionality when properly activated by its cognate activator CapA1
This approach reconciled the contradiction by showing that CapB1's apparent lack of activity in some studies was due to insufficient activation rather than intrinsic loss of catalytic function.
Addressing Contradictions in Gene Essentiality:
The "essential gene paradox" - where non-essential capsule genes appear essential in some conditions - was resolved by:
Demonstrating that CapA1-mediated hydrolysis of CP lipid intermediates serves as a rescue mechanism
Showing that depletion of CapA1 in a S. aureus Δlcp triple mutant was lethal
Concluding that CapA1's role in releasing the essential lipid carrier C₅₅P explains why late-stage CP genes may appear essential
Methodological Approaches to Resolve Contradictions:
Multiple Complementary Techniques: Using both in vitro biochemical assays and in vivo genetic approaches
Controlled Domain Analysis: Testing specific protein domains (e.g., CapM_Y157F mutant) to pinpoint functional elements
Cross-Species Comparisons: Examining functional conservation and divergence across bacterial species
Structured Hypothesis Testing: Designing experiments to directly test contradictory models
When confronted with data contradictions, researchers should systematically evaluate experimental conditions, genetic backgrounds, and methodology differences that might explain discrepancies, while designing targeted experiments to directly test competing hypotheses.
Several controversies remain unresolved in the field of CapA research:
Functional Classification Controversy:
Despite sharing the name "CapA," the proteins from different bacterial species appear to have substantially different functions. This raises questions about:
Whether these should be classified as homologous proteins or whether the similar naming is misleading
The evolutionary relationships between these proteins and whether they represent convergent or divergent evolution
How to develop a coherent framework for understanding CapA functions across bacterial species
Redundancy vs. Specialization Debate:
In S. aureus, the presence of two CapAB complexes (CapA1B1 and CapA2B2) with overlapping in vitro activities but distinct in vivo roles raises controversies about:
The true biological functions of each complex
Why bacteria maintain seemingly redundant systems
Whether these complexes respond to different environmental signals or stress conditions
Phosphorylation Target Controversy:
While some targets of CapAB-mediated phosphorylation have been identified (CapM, CapE), there remains debate about:
The comprehensive set of phosphorylation targets
The hierarchy and coordination of phosphorylation events
Whether phosphorylation patterns differ between growth phases or stress conditions
Diagnostic Utility Controversy:
For B. anthracis CapA, questions remain about:
The universality of CapA-based diagnostic approaches across different animal hosts
The persistence of anti-CapA antibodies compared to other markers
The potential for cross-reactivity with related bacterial species
These controversies highlight the dynamic nature of CapA research and the need for continued investigation to fully understand these multifunctional proteins across bacterial species.
Several emerging technologies hold promise for advancing CapA research:
Cryo-Electron Microscopy (Cryo-EM):
Could reveal the full structure of membrane-embedded CapA proteins in near-native states
May capture different conformational states during activation/inactivation cycles
Could visualize CapA in complex with interaction partners like CapB kinases
Advanced Mass Spectrometry Techniques:
Hydrogen-deuterium exchange mass spectrometry (HDX-MS) could map conformational changes upon activation
Crosslinking MS approaches could identify interaction interfaces between CapA and partner proteins
Quantitative phosphoproteomics could comprehensively identify all targets of CapAB-mediated phosphorylation
CRISPR-Based Technologies:
CRISPRi for tunable gene repression could help dissect essential functions
CRISPR interference screens could identify genetic interactions with CapA
Base editing could introduce specific mutations to test structure-function hypotheses
Microfluidics and Single-Cell Analysis:
Could examine heterogeneity in capsule production at the single-cell level
Might reveal how CapA activity varies across bacterial populations
Would enable real-time monitoring of capsule synthesis dynamics
Biosensors and Imaging Probes:
FRET-based biosensors could monitor CapA activity in living cells
Super-resolution microscopy with specific probes could visualize CapA localization
Metabolic labeling could track capsule synthesis in real-time
These technologies could overcome current technical limitations and provide deeper insights into the structural basis, spatial organization, and temporal dynamics of CapA functions across bacterial species.
The central role of CapA proteins in critical bacterial processes makes them promising targets for novel antimicrobial strategies:
Direct Inhibition Approaches:
Small molecule inhibitors targeting CapA's phosphodiesterase activity could disrupt capsule synthesis
Compounds that block CapA-CapB interactions would prevent signaling through this pathway
Peptide mimetics of CapA's activation domain could competitively inhibit kinase activation
Metabolic Disruption Strategies:
Since CapA coordinates multiple biosynthetic pathways that share lipid carriers, targeted disruption could create lethal imbalances
The "essential gene paradox" suggests that blocking CapA function could trap lipid carriers in dead-end products
This would indirectly inhibit peptidoglycan synthesis, leading to cell death
Combinatorial Approaches:
CapA inhibitors could be synergistic with cell wall-active antibiotics like beta-lactams
Combined targeting of capsule and peptidoglycan synthesis could prevent compensatory mechanisms
Virulence Attenuation:
In C. jejuni, inhibiting CapA could reduce host cell adhesion and invasion
In B. anthracis, targeting CapA could prevent capsule formation without directly killing bacteria
This "antivirulence" approach might reduce selection pressure for resistance
Diagnostic-Therapeutic Combinations:
CapA-based diagnostics (like CapA322-ELISA) could identify infections
Targeted therapies could then be deployed based on confirmed presence of the pathogen
This approach would enable more precise antimicrobial stewardship
These strategies highlight how fundamental research on CapA proteins could translate into practical applications for combating bacterial infections, particularly those caused by drug-resistant pathogens.
CapA research offers significant potential for advancing both vaccine development and diagnostic tools:
Diagnostic Applications:
CapA-based ELISAs: The CapA322-ELISA developed for B. anthracis demonstrates the value of CapA as a diagnostic target
Differentiation Capability: Unlike PA-based assays, CapA-based tests can distinguish between vaccinated and naturally infected animals
Field Applicability: Particularly valuable in regions with poor record-keeping or nomadic pastoralism
Surveillance Tools: Enables population-level monitoring without requiring individual vaccination histories
Vaccine Development Opportunities:
Adjuvant Components: The identified immunoreactive proteins (CapA and peptide ABC transporter substrate-binding protein) could serve as additives to improve current vaccines
Broadened Protection: Including CapA in vaccine formulations could extend protection against capsule-producing virulent strains
Multi-Component Vaccines: Combining traditional antigens (like PA) with CapA could generate more comprehensive immunity
Marker Vaccines: Designing vaccines that exclude CapA would enable DIVA (Differentiating Infected from Vaccinated Animals) strategies
Challenges and Considerations:
Species-Specific Approaches: The different CapA proteins across bacterial species necessitate tailored approaches
Structural Optimization: Identifying the most immunogenic and species-specific regions of CapA is crucial
Production Methods: Developing efficient recombinant expression systems for CapA antigens
Validation Requirements: Extensive testing across different animal hosts and field conditions
The successful development of CapA322-ELISA for B. anthracis provides a proof-of-concept that encourages further exploration of CapA proteins for both diagnostic and vaccine applications across multiple bacterial pathogens.
Researchers should consider these statistical approaches when analyzing CapA-related data:
For Enzymatic Activity Assays:
Multiple technical and biological replicates (minimum n=3) for robust analysis
Appropriate controls including uninduced samples, inactive mutants, and no-enzyme controls
Nonlinear regression for enzyme kinetics data to determine parameters like Km and Vmax
Time-course experiments analyzed with regression models to determine reaction rates
For Phosphorylation Studies:
Densitometric quantification of autoradiography or western blot signals
Normalization to appropriate loading controls
ANOVA with post-hoc tests (e.g., Tukey's) for comparing multiple conditions
Dose-response curves for concentration-dependent effects of modulators
For Diagnostic Assay Development:
ROC (Receiver Operating Characteristic) curve analysis to determine optimal cutoff values
Calculation of sensitivity, specificity, positive and negative predictive values
Concordance analysis with established diagnostic methods
Inter- and intra-assay coefficient of variation measurements
For In Vivo Studies:
Power analysis to determine appropriate sample sizes
Survival analysis (Kaplan-Meier) for colonization studies
Mixed-effects models for repeated measures designs
Multiple comparison corrections (e.g., Bonferroni, Benjamini-Hochberg) to control false discovery rates
Data Visualization Recommendations:
Scatter plots showing individual data points alongside means and error bars
Box plots for non-normally distributed data
Heat maps for large-scale phosphorylation or activity screens
Forest plots for meta-analyses of multiple independent studies
Proper statistical analysis enhances the reliability and reproducibility of CapA research, enabling meaningful comparisons across different experimental conditions and bacterial species.
Designing experiments to investigate CapA-mediated phosphorylation networks requires a comprehensive strategy:
Systematic Target Identification:
Phosphoproteomic Screening:
Global phosphotyrosine proteomics comparing wild-type strains with ΔcapAB mutants
Analysis of phosphorylation dynamics during capsule production
Enrichment for tyrosine-phosphorylated proteins using anti-phosphotyrosine antibodies
Candidate Approach:
Validation Experimental Design:
Site-Directed Mutagenesis:
In Vitro Phosphorylation Assays:
Functional Impact Assessment:
Network Analysis Design:
Temporal Profiling:
Time-course experiments to determine the sequence of phosphorylation events
Pulse-chase experiments to measure phosphorylation turnover rates
Correlation with capsule production stages
Perturbation Analysis:
Systematic deletion/depletion of pathway components
Chemical inhibition of specific steps
Stress response analysis to identify conditional regulation
Interaction Mapping:
Bacterial two-hybrid or split-GFP assays to map protein interactions
Co-immunoprecipitation to identify in vivo complexes
Crosslinking mass spectrometry to determine interaction interfaces
This comprehensive experimental design enables researchers to move beyond identification of individual targets to understanding the integrated phosphorylation network that coordinates capsule assembly with cell wall biosynthesis.
When working with recombinant CapA proteins, several control experiments are essential to ensure valid and reproducible results:
Expression and Purification Controls:
Uninduced Culture Controls:
Purity Assessment:
Multiple purification methods (e.g., affinity chromatography followed by size exclusion)
SDS-PAGE with Coomassie staining to confirm single-band purity
Western blotting with tag-specific antibodies to verify identity
Mass spectrometry for definitive identification
Truncation Controls:
Activity Assay Controls:
Enzymatic Activity Controls:
Specificity Controls:
Phosphorylation Controls:
Functional Validation Controls:
In Vivo Complementation:
Species-Specificity Controls:
Detection System Controls:
These comprehensive controls ensure that findings related to recombinant CapA proteins are robust, reproducible, and biologically relevant, addressing potential artifacts from recombinant expression or in vitro conditions.
Despite significant advances, several fundamental questions about CapA proteins remain unresolved:
Evolutionary Relationships:
How did the diverse CapA proteins in different bacterial species evolve?
Do they represent convergent evolution to fulfill similar functions, or are they truly homologous?
What selective pressures shaped their species-specific adaptations?
Structural Mechanisms:
What are the complete three-dimensional structures of full-length CapA proteins in their membrane environment?
How do conformational changes regulate CapA activity during sensing and signaling?
What is the structural basis for the dual enzymatic activities (kinase activation and phosphodiesterase) of CapA1?
Regulatory Networks:
What is the complete set of signals detected by CapA proteins across different species?
How is CapA expression and activity regulated in response to environmental conditions?
What is the full extent of the CapAB phosphorylation network, and how does it integrate with other signaling pathways?
Therapeutic Potential:
Can CapA be effectively targeted for antimicrobial development?
What are the consequences of CapA inhibition on bacterial fitness and virulence?
How can CapA-based diagnostics be optimized for field applications across different host species?
Cellular Organization:
Where is CapA localized within the cell envelope, and does this localization change dynamically?
Do CapA proteins form higher-order complexes with other cell envelope biosynthetic machineries?
How is capsule synthesis spatially coordinated with cell division and growth?
Addressing these questions will require interdisciplinary approaches combining structural biology, biochemistry, genetics, systems biology, and infection models, potentially yielding new insights into bacterial cell envelope biogenesis and host-pathogen interactions.
Advances in CapA research have the potential to influence multiple areas of bacterial biology:
Cell Envelope Biogenesis Understanding:
Bacterial Signaling Network Models:
The CapAB system demonstrates how bacteria integrate environmental sensing with metabolic regulation
This exemplifies how bacteria achieve regulatory complexity despite limited genomic capacity
Similar tyrosine phosphorylation networks may operate in diverse bacterial species
Host-Pathogen Interaction Paradigms:
The role of CapA in C. jejuni adhesion reveals how structural proteins can directly mediate host interactions
The immunogenicity of CapA in B. anthracis demonstrates how biosynthetic enzymes can serve as diagnostic markers
These findings may inspire investigation of similar dual-function proteins in other pathogens
Antimicrobial Resistance Mechanisms:
Understanding how bacteria protect their cell envelope integrity through coordinated biosynthesis
Insights into compensatory mechanisms that bacteria employ when specific pathways are inhibited
Potential identification of new combinatorial approaches to overcome resistance
Bacterial Adaptation to Environmental Stress:
CapA regulation may reveal how bacteria modify their surface structures in response to stress
This could illuminate adaptation mechanisms in diverse ecological niches
May explain phenotypic heterogeneity observed in bacterial populations
The multifunctional nature of CapA proteins and their central role in coordinating essential biosynthetic processes make them valuable models for understanding fundamental aspects of bacterial physiology that extend well beyond capsule biosynthesis.
For researchers beginning work on CapA proteins, consider the following recommendations:
Clarify Your Specific Research Focus:
Be explicit about which bacterial species you are studying, as CapA functions vary significantly
Define whether you're addressing structural, enzymatic, regulatory, or applied aspects
Establish clear research questions based on the current gaps in the literature
Technical Considerations:
For recombinant expression, carefully design constructs based on predicted domains
Consider fusion proteins or soluble domains if working with membrane-anchored CapA proteins
Establish robust activity assays with appropriate controls before embarking on complex studies
Experimental Design Principles:
Adopt multidisciplinary approaches combining biochemistry, genetics, and cellular biology
Include both in vitro reconstitution and in vivo validation experiments
Design experiments to directly test competing hypotheses about CapA function
Collaboration Opportunities:
Partner with structural biologists for insight into CapA conformations and interactions
Collaborate with systems biologists to place CapA within broader regulatory networks
Work with infectious disease specialists to assess the relevance of findings to pathogenesis
Common Pitfalls to Avoid:
Don't assume CapA functions are conserved across bacterial species despite similar names
Be cautious about extrapolating in vitro findings to in vivo contexts without validation
Avoid focusing solely on one aspect (e.g., phosphorylation) without considering the integrated role of CapA
Consider the impact of growth conditions and strain backgrounds on experimental outcomes
Future-Oriented Perspective: