CSLA3 Antibody

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Description

Clinically Validated CSL Antibodies

CSL Behring, a global biotherapeutics company, has developed several antibodies with analogous naming patterns:

Antibody NameTarget/MechanismClinical PhaseKey FindingsSource
Garadacimab (CSL312)Factor XIIa inhibitorPhase 3 (HAE prophylaxis)86% reduction in attack rates vs. placebo; favorable safety profile VANGUARD trial
CSL311β common receptor (IL-3/GM-CSF/IL-5) antagonistPreclinical/Phase 1Inhibits eosinophil survival (IC₅₀: 0.02 nM); blocks sputum inflammatory cells in asthma models In vitro studies
hOKT3γ1(Ala-Ala)CD3ε modulatorPhase 2 (Type 1 diabetes)Preserved C-peptide levels for 2 years post-treatment (97% vs. 53% baseline retention) RCT in Diabetes

Antibody Engineering and Class Switching

Antibody function is determined by Fc region glycosylation and heavy-chain constant domains . For example:

  • IgG1: Activates complement (C1q binding) and FcγR-mediated effector functions

  • IgG4: Reduced effector function; suitable for blocking applications

Class switching involves recombination at switch (S) regions (e.g., Sμ→Sγ for IgG) , a process regulated by cytokines (e.g., TGF-β for IgA) .

Recommendations for Further Clarification

To resolve ambiguities surrounding "CSLA3 Antibody":

  1. Verify the exact molecular target (e.g., CD3ε, complement factors, cytokines)

  2. Cross-reference with CSL Behring’s pipeline (e.g., NCT05671510 for ONC-392 )

  3. Consult structural databases (e.g., PDB 5DWU for CSL311’s βc receptor binding )

Product Specs

Buffer
Preservative: 0.03% Proclin 300
Constituents: 50% Glycerol, 0.01M PBS, pH 7.4
Form
Liquid
Lead Time
Made-to-order (14-16 weeks)
Synonyms
CSLA3; At1g23480; F28C11.11; F5O8.4; Probable glucomannan 4-beta-mannosyltransferase 3; Cellulose synthase-like protein A3; AtCslA3; Glucomannan synthase; Mannan synthase 3
Target Names
CSLA3
Uniprot No.

Target Background

Function
CSLA3 Antibody targets a probable mannan synthase enzyme. This enzyme exhibits 4-beta-mannosyltransferase activity on mannan, utilizing GDP-mannose as a substrate. The resulting beta-1,4-mannan product serves as the backbone for galactomannan synthesis through the action of galactomannan galactosyltransferase. Galactomannan, a non-cellulosic polysaccharide, is a key component of plant cell walls.
Database Links

KEGG: ath:AT1G23480

STRING: 3702.AT1G23480.1

UniGene: At.41547

Protein Families
Glycosyltransferase 2 family, Plant cellulose synthase-like A subfamily
Subcellular Location
Golgi apparatus membrane; Multi-pass membrane protein.

Q&A

What is CSLA3 and what is its biological function?

CSLA3 (Cellulose Synthase-Like A3) is a glycosyltransferase enzyme belonging to the CSLA family in plants, notably Arabidopsis thaliana. It plays a critical role in glucomannan synthesis in plant cell walls. Glucomannans are hemicellulosic polysaccharides that contribute to cell wall structure and may affect plant development. Research has demonstrated that CSLA3, together with CSLA2 and CSLA9, is responsible for the synthesis of all detectable glucomannan in Arabidopsis stems . These enzymes function as glucomannan synthases, catalyzing the polymerization of GDP-mannose and GDP-glucose into glucomannan polymers. Studies using triple csla2csla3csla9 mutants have confirmed that these three proteins are essential for glucomannan production in stems, as these mutants lack detectable glucomannan .

How do researchers typically generate antibodies against plant proteins like CSLA3?

Generating antibodies against plant proteins like CSLA3 typically follows a multi-step process:

  • Antigen selection and preparation: Researchers often use:

    • Synthesized peptides derived from unique regions of the CSLA3 protein

    • Recombinant protein fragments expressed in bacterial systems

    • Purified native protein (less common due to difficulty in isolation)

  • Immunization protocol: The selected antigen is conjugated to carrier proteins (often BSA) and used to immunize host animals, typically rabbits for polyclonal antibodies . The immunization schedule involves multiple injections over 2-3 months with appropriate adjuvants to enhance immune response.

  • Antibody purification: The antibodies are harvested from serum and purified using affinity chromatography, often with Protein A or antigen-specific columns. For example, typical purification yields total IgG in PBS with 50% glycerol, similar to other plant protein antibodies .

  • Validation: The antibodies undergo rigorous validation through Western blotting against wild-type and knockout plant tissues, recombinant proteins, and cross-reactivity testing against related CSLA family members to ensure specificity.

For research-grade antibodies, careful maintenance of storage conditions is critical, typically at -20°C with recommendations to make aliquots to avoid repeated freeze-thaw cycles .

What experimental considerations are important when selecting anti-CSLA3 antibodies?

When selecting anti-CSLA3 antibodies for research, several critical factors must be considered:

  • Antibody specificity: Given the similarity between CSLA family members (particularly CSLA2, CSLA3, and CSLA9), it's essential to select antibodies that have been validated for minimal cross-reactivity. Ideally, the antibody should be tested against tissues from csla3 knockout plants to confirm specificity.

  • Host species compatibility: Consider the host animal in which the antibody was raised (typically rabbit for polyclonal antibodies) to ensure compatibility with your secondary detection systems and to avoid cross-reactivity in multi-labeling experiments .

  • Application suitability: Verify that the antibody has been validated for your specific application (Western blotting, immunohistochemistry, immunoprecipitation, etc.). Many antibodies perform well in some applications but poorly in others.

  • Epitope information: Understanding which portion of the CSLA3 protein the antibody recognizes is crucial. Antibodies targeting the N-terminus (similar to other plant protein antibodies) may have different accessibility in various experimental conditions compared to those targeting internal or C-terminal domains .

  • Species reactivity: If working with plants other than Arabidopsis, confirm whether the antibody has predicted or confirmed reactivity with your species of interest. For example, antibodies against Arabidopsis proteins often have predicted reactivity with related species like Brassica napus, Camelina sativa, and Capsella rubella, but may not work with more distantly related plants .

What are the optimal protocols for using CSLA3 antibodies in Western blotting?

Optimal Western blotting protocols for CSLA3 antibodies should follow these methodological steps:

  • Sample preparation:

    • Fresh tissue extraction using 2× SDS-sample buffer with 2-mercaptoethanol

    • Immediate denaturation at 95°C for 5 minutes

    • Recommended protein loading: 10-15 μg per well for plant stem tissue

  • Gel electrophoresis parameters:

    • 15-20% SDS-PAGE gel (higher percentage recommended due to CSLA3's MW of approximately 62 kDa)

    • Run at 100-120V for optimal separation

  • Transfer conditions:

    • PVDF membrane transfer for 1 hour at 100V or overnight at 30V

    • Semi-dry or wet transfer systems both work effectively

  • Blocking parameters:

    • 3-5% skim milk in TBS-T for 1 hour at room temperature

    • Alternative: 3% BSA in TBS-T for reduced background

  • Antibody incubation:

    • Primary antibody dilution: 1:5000 in TBS-T for 1 hour at room temperature or overnight at 4°C

    • Washing: 4 × 10 minutes in TBS-T with gentle agitation

    • Secondary antibody: Anti-rabbit IgG-HRP at 1:10,000 dilution for 1 hour at room temperature

  • Detection:

    • Enhanced chemiluminescence detection reagent

    • Expected molecular weight: theoretical 62 kDa; apparent MW may be 65-70 kDa due to post-translational modifications

  • Controls:

    • Positive control: Wild-type Arabidopsis stem tissue

    • Negative control: csla3 knockout mutant tissue or csla2csla3csla9 triple mutant tissue

    • Loading control: Anti-actin or anti-tubulin antibodies

When troubleshooting, note that CSLA3 protein may show variability in expression levels depending on tissue type, developmental stage, and stress conditions.

How can CSLA3 antibodies be utilized in immunolocalization studies?

Immunolocalization of CSLA3 in plant tissues requires specific methodological considerations:

  • Tissue fixation and embedding:

    • Fix tissues in 4% paraformaldehyde in PBS (pH 7.4) for 4-6 hours

    • For light microscopy: Embed in paraffin after dehydration through ethanol series

    • For electron microscopy: Embed in LR White or similar resin after progressive dehydration

  • Sectioning parameters:

    • Paraffin sections: 5-8 μm thickness

    • Resin sections: 0.5-1 μm for light microscopy, 70-90 nm for electron microscopy

    • Cryosections: 10-15 μm (alternative approach for epitope preservation)

  • Antigen retrieval:

    • Critical step for paraffin sections: 10 mM sodium citrate buffer (pH 6.0) at 95°C for 10-15 minutes

    • Allow cooling to room temperature gradually (20-30 minutes)

  • Immunolabeling protocol:

    • Blocking: 2% BSA, 0.1% Triton X-100 in PBS for 1 hour

    • Primary antibody: Anti-CSLA3 at 1:200-1:500 dilution, overnight at 4°C

    • Washing: 3 × 10 minutes in PBS + 0.1% Tween-20

    • Secondary antibody: Fluorophore-conjugated anti-rabbit IgG at 1:500, 2 hours at room temperature in darkness

    • Final washes: 3 × 10 minutes in PBS + 0.1% Tween-20

  • Counterstaining options:

    • Calcofluor White (0.1%) for cell wall visualization

    • DAPI (1 μg/ml) for nuclear staining

    • Propidium iodide for general cellular morphology

  • Controls and validation:

    • Pre-immune serum control at equivalent dilution

    • Peptide competition assay (pre-incubation of antibody with immunizing peptide)

    • Parallel staining of csla3 mutant tissues to confirm specificity

The subcellular localization of CSLA3 is expected to show enrichment in the Golgi apparatus and endoplasmic reticulum, consistent with its role in polysaccharide synthesis.

What methods are recommended for analyzing CSLA3 involvement in glucomannan synthesis?

To analyze CSLA3's role in glucomannan synthesis, researchers should employ a multi-faceted approach:

  • Genetic analysis with knockout lines:

    • Single csla3 knockout analysis shows modest reduction in glucomannan content

    • Double mutants (csla2csla3 or csla3csla9) show greater reduction

    • Triple mutants (csla2csla3csla9) completely lack detectable glucomannan in stems

  • Complementation and overexpression studies:

    • Transform csla3 mutants with native CSLA3 promoter-CSLA3 gene constructs

    • Generate CSLA3 overexpression lines using constitutive promoters

    • Measure resulting glucomannan content using the methods below

  • Quantitative analysis of glucomannan content:

    MethodDescriptionSensitivityAdvantages
    HPAEC-PADHigh-performance anion-exchange chromatography with pulsed amperometric detection of hydrolyzed cell wallsCan detect 0.5-1% changes in compositionHighly quantitative, industry standard
    ImmunodetectionUsing anti-mannan antibodies (LM21, BS-400-4) on dot blots of extracted cell wallsSemi-quantitativeRapid screening of multiple samples
    OLIMPOligosaccharide mass profiling of enzymatically digested cell wallsDetects structural changesProvides information on polymer structure
    Linkage analysisMethylation analysis followed by GC-MSDetects changes in linkage compositionComprehensive structural information
  • Functional complementation assays:

    • Express CSLA3 in heterologous systems (e.g., insect cells, yeast)

    • Supply GDP-mannose and GDP-glucose substrates

    • Analyze synthesized products by enzyme assays and chromatography

  • Co-expression and protein interaction analysis:

    • Co-immunoprecipitation using anti-CSLA3 antibodies to identify interacting partners

    • Bimolecular fluorescence complementation (BiFC) to visualize protein interactions in vivo

    • Yeast two-hybrid screening to identify novel interactors

Research has shown that while csla9 mutants show substantially reduced glucomannan, the triple csla2csla3csla9 mutants completely lack detectable glucomannan in stems, indicating functional redundancy among these three proteins .

What are common issues when working with plant glycosyltransferase antibodies like anti-CSLA3?

When working with antibodies against plant glycosyltransferases like CSLA3, researchers commonly encounter several technical challenges:

  • Low signal intensity issues:

    • Root cause: Low abundance of native CSLA3 protein in many tissues

    • Solution: Enrich membrane fractions before Western blotting; consider using microsomal preparations to concentrate Golgi-localized proteins

    • Methodological adaptation: Extended exposure times during chemiluminescence detection; consider using signal enhancers or super-signal substrates

  • High background problems:

    • Root cause: Cross-reactivity with related CSLA family members or plant-specific compounds

    • Solution: Increase blocking concentration to 5%; extend blocking time to 2 hours; use alternative blockers like fish gelatin

    • Validation approach: Perform parallel blots with csla3 knockout tissue to identify non-specific bands

  • Variable band patterns:

    • Root cause: Post-translational modifications including glycosylation and phosphorylation

    • Solution: Treat samples with appropriate deglycosylation enzymes or phosphatases before SDS-PAGE

    • Analytical approach: Compare migration patterns across different tissue types and developmental stages

  • Antibody cross-reactivity:

    • Root cause: High sequence similarity between CSLA2, CSLA3, and CSLA9 (60-75% amino acid identity)

    • Solution: Pre-absorb antibody with recombinant CSLA2 and CSLA9 proteins; validate with triple knockout controls

    • Alternative approach: Use epitope-tagged CSLA3 constructs and commercial anti-tag antibodies when genetic manipulation is possible

  • Protein extraction difficulties:

    • Root cause: CSLA3 is membrane-associated and may aggregate during extraction

    • Solution: Include 1% Triton X-100 or 0.5% SDS in extraction buffer; maintain samples at 4°C throughout processing

    • Technical consideration: Avoid freeze-thaw cycles of plant tissue before extraction

Each of these issues requires careful optimization and appropriate controls to ensure reliable and reproducible results when working with CSLA3 antibodies.

How can researchers validate the specificity of CSLA3 antibodies?

Validating the specificity of CSLA3 antibodies requires a systematic approach using multiple complementary methods:

  • Genetic validation using mutant lines:

    • Compare Western blot signals between wild-type and csla3 knockout plants

    • The authentic CSLA3 band should be absent or significantly reduced in knockout tissue

    • Triple mutants (csla2csla3csla9) can help identify cross-reactivity with other CSLA proteins

  • Epitope competition assays:

    • Pre-incubate the antibody with excess immunizing peptide (10-100 μg/ml)

    • Run parallel Western blots with competed and non-competed antibody

    • Specific bands will disappear in the competed sample

  • Heterologous expression validation:

    • Express recombinant CSLA3 with epitope tags in bacterial or insect cell systems

    • Perform Western blots with both anti-CSLA3 and anti-tag antibodies

    • Signals should overlap at the expected molecular weight

  • Cross-reactivity assessment:

    CSLA Family MemberSequence Identity to CSLA3Expected Cross-ReactivityConfirmation Method
    CSLA2~70%PossibleTest with csla2 and csla3 single and double mutants
    CSLA9~65%PossibleTest with csla9 and csla3 single and double mutants
    CSLA1/4/7/1140-55%LowTest with recombinant proteins of each family member
  • Immunoprecipitation and mass spectrometry:

    • Perform immunoprecipitation using the anti-CSLA3 antibody

    • Analyze precipitated proteins by mass spectrometry

    • CSLA3 should be the predominant protein identified

  • Tissue-specific expression correlation:

    • Compare antibody signal intensity across tissues with known CSLA3 transcript levels

    • Signal pattern should correlate with published expression data

    • Discrepancies may indicate non-specific binding

Proper validation is critical as polyclonal antibodies against plant proteins can show batch-to-batch variability and may require re-validation with each new lot .

How should researchers interpret conflicting results between antibody-based detection and transcript analysis of CSLA3?

When researchers encounter discrepancies between CSLA3 protein detection (using antibodies) and transcript analysis (using RT-PCR or RNA-seq), several interpretative frameworks should be considered:

  • Post-transcriptional regulation mechanisms:

    • microRNA regulation: Check databases for predicted miRNA targeting of CSLA3 transcripts

    • RNA stability factors: Examine the 3'UTR of CSLA3 for regulatory elements affecting mRNA half-life

    • Analytical approach: Measure transcript half-life using actinomycin D treatment and time-course RT-qPCR

  • Translational efficiency variables:

    • Codon usage bias: Analyze CSLA3 codon optimization relative to highly expressed plant genes

    • Secondary structures: Examine 5'UTR for strong secondary structures that may impede translation

    • Experimental validation: Polysome profiling to assess translation efficiency of CSLA3 mRNA

  • Protein stability determinants:

    • Proteasomal degradation: Test with proteasome inhibitors (MG132) to see if protein levels increase

    • Developmental regulation: Compare protein/mRNA ratios across different developmental stages

    • Stress responses: Assess whether abiotic stressors affect protein stability independently of transcription

  • Methodological considerations in data reconciliation:

    ObservationPotential ExplanationValidation Approach
    High mRNA, low proteinActive post-transcriptional regulationTreat with translation inhibitors to see if mRNA accumulates
    Low mRNA, high proteinHigh protein stability/long half-lifePulse-chase experiments to determine protein turnover rate
    Tissue-specific discrepanciesCell-type specific translation controlIn situ hybridization vs. immunolocalization in tissue sections
    Temporal shiftsTime lag between transcription and translationTime-course experiments with higher resolution sampling
  • Biological interpretation framework:

    • Consider that glucomannan synthesis may require coordinated expression of multiple CSLA genes

    • Examine whether CSLA2 or CSLA9 shows compensatory expression when CSLA3 protein levels are low

    • Remember that triple csla2csla3csla9 mutants lack detectable glucomannan, suggesting functional redundancy

  • Technical validation:

    • Confirm antibody specificity as outlined in FAQ 3.2

    • Verify RNA quality and primer specificity for transcript analysis

    • Consider absolute quantification methods for both protein and mRNA

Understanding these discrepancies may reveal important regulatory mechanisms controlling glucomannan synthesis in plant cell walls.

How can CSLA3 antibodies be integrated with other techniques to study cell wall dynamics?

Integrating CSLA3 antibodies with complementary techniques creates powerful research workflows for studying cell wall dynamics:

  • Combined immunolocalization and glycan detection approaches:

    • Sequential labeling protocol: First label CSLA3 with immunofluorescence, then use carbohydrate-binding modules (CBMs) conjugated to different fluorophores

    • Co-localization analysis: Determine spatial relationships between CSLA3 protein and its glucomannan product using confocal microscopy

    • Super-resolution applications: Use STORM or PALM techniques for nanoscale localization of CSLA3 relative to cell wall structures

  • Live-cell imaging integration:

    • CSLA3-fluorescent protein fusions: Validate localization with antibodies in fixed cells, then track dynamics in live cells

    • Antibody fragment techniques: Use Fab fragments conjugated to cell-permeant fluorophores for live-cell CSLA3 tracking

    • Correlative light-electron microscopy: Combine antibody-based fluorescence with TEM ultrastructure analysis

  • Glycomics and proteomics coordination:

    • Sequential extraction workflow: Use antibodies to immunoprecipitate CSLA3 protein complexes, then analyze associated proteins by mass spectrometry

    • In situ activity assays: Combine immunolocalization with click-chemistry labeling of newly synthesized mannans

    • Analytical pipeline: Correlate CSLA3 protein levels with comprehensive glycome profiling across developmental stages

  • Advanced tissue-specific applications:

    TechniqueIntegration with CSLA3 AntibodiesResearch Application
    Laser capture microdissectionImmunostaining to identify cells of interestCell-type specific glucomannan synthesis analysis
    FACS sorting of protoplastsAntibody-based cell sorting after permeabilizationIsolate cells with high CSLA3 expression for transcriptomics
    Proximity labeling (BioID)Fusion of BioID to CSLA3, validation with antibodiesIdentify proximal proteins in the glucomannan synthesis complex
    Single-cell proteomicsAntibody-based signal amplificationMeasure CSLA3 levels in rare cell types
  • Molecular genetics enhancement:

    • Use CRISPR-edited plants expressing epitope-tagged CSLA3 at endogenous levels

    • Validate tag antibody signals against native CSLA3 antibody detection

    • Combine with inducible expression systems to track CSLA3 dynamics during development

This integrated approach provides a comprehensive understanding of CSLA3's role in glucomannan synthesis within the broader context of plant cell wall assembly and modification.

What role might CSLA3 play in embryogenesis, and how can this be studied with antibodies?

CSLA3's potential role in embryogenesis can be investigated using antibody-based approaches combined with developmental biology techniques:

  • Developmental expression profiling:

    • While CSLA7 has been directly implicated in embryogenesis, the roles of other CSLA family members like CSLA3 remain less clear

    • Immunohistochemistry of embryos at different developmental stages can reveal spatial and temporal patterns of CSLA3 expression

    • Compare with CSLA7 expression patterns to identify potential functional overlap

  • Functional redundancy investigation:

    • Research shows that embryo lethality of csla7 can be complemented by overexpression of CSLA9, suggesting similar glucomannan products and potential functional redundancy

    • Similar complementation experiments with CSLA3 overexpression in csla7 backgrounds could reveal functional equivalence

    • Antibodies can confirm protein expression in these transgenic lines

  • Methodological approaches to embryo analysis:

    • Whole-mount immunolocalization: Fix developing seeds, permeabilize seed coats, and perform immunostaining with anti-CSLA3

    • Cleared seed imaging: Combine differential interference contrast microscopy with immunofluorescence

    • Embryo culture systems: Use isolated embryos with in vitro culture to manipulate CSLA3 activity

  • Glucomannan detection in embryonic tissues:

    Developmental StageCSLA3 Detection MethodGlucomannan DetectionCorrelation Analysis
    Globular embryoWhole-mount immunofluorescenceMannan-specific monoclonal antibodiesSpatial co-localization
    Heart stageCryo-sectioning with immunogoldElectron microscopy with CBM labelingUltrastructural association
    Torpedo stageCSLA3 antibody on Western blotsHPAEC-PAD quantificationTemporal correlation
    Mature embryoImmunohistochemistryFluorescent mannan oligosaccharidesFunctional compartmentalization
  • Experimental manipulations:

    • Inducible RNAi: Target CSLA3 at specific embryonic stages to assess developmental consequences

    • Embryo rescue: Attempt to rescue csla7 mutants with CSLA3 expression driven by the CSLA7 promoter

    • In vitro complementation: Apply purified glucomannan to cultured csla7 embryos to test if the phenotype can be rescued

  • Key research questions to address:

    • Does CSLA3 show upregulation in embryos lacking CSLA7?

    • Are there embryonic cell types where CSLA3 is the predominant CSLA enzyme?

    • Does overexpression of CSLA3 cause embryogenesis defects similar to CSLA9 overexpression?

Research has shown that increased glucomannan synthesis caused by overexpression of certain CSLA genes can lead to defective embryogenesis, suggesting precise regulation of glucomannan levels is critical for normal development .

How can researchers design comparative studies of CSLA3 across different plant species using antibodies?

Designing comparative studies of CSLA3 across plant species requires careful consideration of antibody cross-reactivity and evolutionary conservation:

  • Cross-species antibody validation strategy:

    • Sequence alignment analysis: Identify conserved epitopes in CSLA3 orthologs across species

    • Western blot validation: Test antibody reactivity against protein extracts from target species

    • Dot blot screening: Rapidly assess cross-reactivity with recombinant CSLA3 fragments from multiple species

  • Phylogenetic considerations in experimental design:

    • Close relatives: Antibodies against Arabidopsis CSLA3 are likely to cross-react with proteins from Brassicaceae family members (Brassica napus, Camelina sativa, Capsella rubella)

    • Distant relatives: Custom antibodies may be needed for monocots or evolutionarily distant dicots

    • Gymnosperms and lower plants: Consider raising antibodies against highly conserved domains

  • Structural and functional comparative analysis:

    • Protein localization: Compare subcellular localization patterns of CSLA3 orthologs using immunofluorescence

    • Expression patterns: Analyze tissue-specific expression across species using immunohistochemistry

    • Protein-protein interactions: Compare immunoprecipitation results to identify conserved interaction partners

  • Methodological approaches for cross-species studies:

    Analytical AspectTechniqueComparative Output
    Protein size variationMulti-species Western blot panelMolecular weight differences reflecting evolutionary adaptations
    Epitope conservationPeptide array analysis with anti-CSLA3Map of conserved antibody binding sites across species
    Functional conservationHeterologous complementation + antibody detectionRescue efficiency of orthologs in Arabidopsis csla3 mutants
    Developmental timingImmunohistochemistry timeline across speciesEvolutionary shifts in CSLA3 expression during development
  • Technical adaptations for diverse plant materials:

    • Modify protein extraction buffers to account for species-specific compounds (phenolics, mucilage)

    • Adjust fixation protocols for immunohistochemistry based on tissue permeability differences

    • Optimize antigen retrieval methods for species with different cell wall compositions

  • Evolutionary insights from comparative studies:

    • Trace the co-evolution of CSLA3 protein structure and glucomannan composition

    • Correlate CSLA3 expression patterns with ecological adaptations across species

    • Identify species-specific post-translational modifications using immunoprecipitation and mass spectrometry

When designing these studies, researchers should be aware that anti-CSLA3 antibodies developed against Arabidopsis proteins may show variable cross-reactivity, with predicted reactivity in closely related species but likely limited utility in distant plant lineages .

How might AI-based approaches enhance CSLA3 antibody design and application?

AI-based approaches are revolutionizing antibody research and can significantly enhance CSLA3 antibody development and applications:

  • Epitope prediction and antibody design:

    • AI algorithms can analyze the CSLA3 protein sequence to identify optimal epitopes that:

      • Are surface-exposed and accessible

      • Have high antigenicity scores

      • Show minimal sequence similarity to other CSLA family members

      • Are conserved across species of interest

    • Machine learning models trained on antibody-antigen interaction data can predict binding affinity and specificity before experimental testing

    • AI-designed antigen-specific antibody CDRH3 sequences could bypass traditional hybridoma generation, accelerating development of monoclonal antibodies against CSLA3

  • Structural optimization applications:

    • Protein structure prediction tools like AlphaFold can model CSLA3's three-dimensional structure

    • These models help identify conformational epitopes not evident from sequence analysis alone

    • Molecular dynamics simulations can predict epitope accessibility in native cellular environments

  • Data analysis enhancement:

    • Image analysis automation: AI algorithms can quantify immunolabeling in complex tissues with greater consistency than manual scoring

    • Pattern recognition: Machine learning can identify subtle differences in CSLA3 localization between experimental conditions

    • Multi-omics integration: Neural networks can correlate antibody-based protein detection with transcriptomics and metabolomics data

  • Methodological implementation:

    AI TechnologyApplication to CSLA3 Antibody ResearchExpected Benefit
    Deep learning epitope predictorsDesign of highly specific peptide antigensReduced cross-reactivity with CSLA2/CSLA9
    Computer vision algorithmsAutomated quantification of immunolabeling patternsHigher throughput, reduced experimenter bias
    Natural language processingMining literature for CSLA3 regulatory informationComprehensive experimental design
    Generative adversarial networksSynthetic data generation for antibody validationRobust statistical analysis with limited samples
  • Validation and optimization frameworks:

    • Use AI to design panels of validation experiments that efficiently test antibody specificity

    • Employ machine learning to optimize immunostaining protocols based on tissue type and fixation method

    • Develop predictive models for antibody performance across different experimental conditions

These AI-enhanced approaches could significantly improve the specificity, sensitivity, and reliability of CSLA3 antibodies, accelerating research on glucomannan synthesis and cell wall biology .

What emerging technologies could enhance the detection sensitivity of low-abundance CSLA3 proteins?

Several cutting-edge technologies can dramatically improve detection of low-abundance CSLA3 proteins in plant tissues:

  • Signal amplification methodologies:

    • Tyramide signal amplification (TSA): Enhances immunofluorescence sensitivity 10-50 fold through peroxidase-catalyzed deposition of fluorescent tyramide

    • Rolling circle amplification (RCA): Antibodies conjugated to DNA primers initiate rolling circle DNA synthesis, creating hundreds of copies of detection sequence

    • Proximity ligation assay (PLA): Dual antibody binding (e.g., to CSLA3 and interaction partners) produces amplifiable DNA signal, useful for detecting protein complexes

  • Single-molecule detection approaches:

    • Single-molecule pull-down (SiMPull): Combines immunoprecipitation with single-molecule fluorescence detection

    • Digital ELISA platforms: Isolate single molecules in femtoliter wells for concentrated signal detection

    • Optical super-resolution techniques: STORM/PALM imaging with antibody-conjugated photoswitchable fluorophores

  • Mass spectrometry enhancements:

    • Immunoprecipitation-mass spectrometry: Enrich CSLA3 using antibodies before detection by sensitive LC-MS/MS

    • Targeted proteomics (SRM/MRM): Monitor specific CSLA3 peptides for quantitative detection at femtomole levels

    • MALDI-imaging: Combine tissue microscopy with mass spectrometry for spatial proteomics

  • Comparative sensitivity metrics:

    TechnologyDetection LimitAdvantagesLimitations
    Traditional Western blot~1 ng proteinSimple workflowLimited sensitivity
    Tyramide-enhanced immunofluorescence~10-100 pgMaintains spatial informationHigher background potential
    Digital ELISA~100 fgAbsolute quantificationRequires specialized equipment
    Targeted mass spectrometry~1-10 fmolHigh specificityComplex sample preparation
    Proximity ligation assaySingle-moleculeDetects protein interactionsRequires two epitopes
  • Microfluidic and nanoparticle-based systems:

    • Microfluidic immunoassays that concentrate samples in nanoliter volumes

    • Antibody-conjugated quantum dots with superior brightness and photostability

    • Plasmonic nanoparticles that enhance fluorescent signals in the antibody's vicinity

  • Genetic reporter system integration:

    • CRISPR knock-in of HiBiT tag into endogenous CSLA3 for ultrasensitive luciferase complementation

    • Split-fluorescent protein complementation for visualizing CSLA3 interactions

    • Antibody validation of these genetic reporter systems ensures accurate representation of native protein

These advanced technologies can help researchers detect and study CSLA3 even in tissues or cell types where its expression is extremely low, enabling more comprehensive understanding of its distribution and function.

How can researchers develop multiplexed detection systems for studying CSLA family members simultaneously?

Developing multiplexed detection systems for simultaneous analysis of multiple CSLA family members requires sophisticated experimental design:

  • Antibody selection and validation strategy:

    • Panel design: Generate antibodies against unique epitopes of each CSLA protein (CSLA2, CSLA3, CSLA9)

    • Cross-reactivity mapping: Systematically test each antibody against all recombinant CSLA proteins

    • Epitope binning: Ensure antibodies target non-overlapping epitopes when used in combination

  • Multiplex fluorescence immunostaining approaches:

    • Spectral unmixing microscopy: Use antibodies labeled with spectrally distinct fluorophores

    • Sequential detection: Apply tyramide signal amplification with intermediate bleaching steps

    • DNA-barcoded antibodies: Secondary antibodies with unique DNA barcodes detected by sequential hybridization

  • Mass cytometry and imaging mass cytometry:

    • Label anti-CSLA antibodies with different metal isotopes

    • Analyze single cells or tissue sections by time-of-flight mass spectrometry

    • Achieve 30+ parameter analysis without fluorescence spectral overlap limitations

  • Multiplex protein quantification platforms:

    TechnologyMaximum MultiplexingSpatial InformationQuantitative Accuracy
    Multiplex Western blot4-6 proteinsNoneHigh
    Multiplex immunofluorescence4-8 proteinsHigh resolutionModerate
    Imaging mass cytometry30+ proteinsSubcellularHigh
    Digital spatial profiling40+ proteinsCellularVery high
    Antibody arrays50+ proteinsNoneModerate
  • Spatial transcriptomics integration:

    • Combine antibody-based protein detection with in situ hybridization for CSLA transcripts

    • Correlate protein and mRNA localization patterns at single-cell resolution

    • Implement computational approaches to integrate protein and transcript datasets

  • Computational analysis frameworks:

    • Develop machine learning algorithms for automated image segmentation and quantification

    • Apply dimensionality reduction techniques (t-SNE, UMAP) to visualize complex co-expression patterns

    • Create cell-type specific expression atlases of CSLA family members across development

  • Methodological considerations for plant tissues:

    • Optimize tissue clearing protocols for deep imaging in thick plant specimens

    • Develop cell wall digestion methods that preserve epitope integrity

    • Establish standard reference materials for quantitative cross-experiment comparisons

This multiplexed approach is particularly valuable for understanding the functional redundancy between CSLA2, CSLA3, and CSLA9, which together are responsible for glucomannan synthesis in Arabidopsis stems .

How might CSLA3 antibodies contribute to understanding climate adaptation in plants?

CSLA3 antibodies could play a significant role in investigating plant adaptation to changing climate conditions through several research approaches:

  • Cell wall adaptation to environmental stressors:

    • Drought response: Compare CSLA3 protein expression and localization in drought-tolerant versus sensitive plant varieties

    • Temperature stress: Analyze changes in CSLA3 distribution and activity under heat or cold stress conditions

    • CO2 response: Investigate how elevated atmospheric CO2 affects CSLA3 expression and glucomannan content

  • Evolutionary adaptation analysis:

    • Use CSLA3 antibodies to compare protein expression patterns across plant species from diverse climatic regions

    • Correlate CSLA3 expression levels with cell wall glucomannan content and climate adaptation traits

    • Investigate species-specific post-translational modifications that might confer adaptive advantages

  • Applied research methodologies:

    • Field-to-lab studies: Collect plant samples from different climatic zones and analyze CSLA3 expression

    • Climate simulation experiments: Subject plants to controlled climate variables and monitor CSLA3 protein dynamics

    • Long-term adaptation studies: Track changes in CSLA3 expression across multiple generations under selective pressure

  • Methodological frameworks for climate research:

    Climate VariableCSLA3 Analysis ApproachPotential Adaptive Significance
    Drought stressCSLA3 immunolocalization in root tissuesCell wall modifications for water retention
    Temperature extremesWestern blot analysis of CSLA3 thermal stabilityEnzyme stability adaptations
    Elevated CO2Quantitative immunoblotting across tissuesCarbon partitioning into cell wall polysaccharides
    Salt stressSubcellular redistribution of CSLA3Altered glucomannan deposition for osmoregulation
  • Integration with climate adaptation genomics:

    • Combine CSLA3 protein data with SNP analysis of CSLA3 genes across ecological gradients

    • Correlate protein expression patterns with epigenetic modifications induced by climate stress

    • Develop predictive models for how CSLA3 function might respond to future climate scenarios

This research direction is particularly relevant as cell wall composition directly affects plant biomechanical properties, water relations, and carbon sequestration capacity—all critical factors in plant adaptation to climate change. The triple csla2csla3csla9 mutants, which lack detectable glucomannan, provide valuable experimental systems for understanding the consequences of altered cell wall composition under various climate scenarios .

What potential applications exist for CSLA3 antibodies in synthetic biology and biotechnology?

CSLA3 antibodies offer diverse applications in synthetic biology and biotechnology that extend beyond basic research:

  • Engineered biosynthetic pathways:

    • Purification tags: Use antibodies for affinity purification of CSLA3-fusion proteins in recombinant expression systems

    • Activity monitoring: Track CSLA3 expression in engineered microorganisms designed to produce modified glucomannans

    • Regulatory circuits: Create synthetic feedback loops using antibody-based detection in cell-free systems

  • Biomaterial development applications:

    • Quality control: Validate consistent CSLA3 expression in plant biofactories producing modified cell walls

    • Spatial engineering: Use antibody detection to confirm compartmentalized expression of CSLA3 in specific tissues

    • Process monitoring: Develop antibody-based biosensors for real-time monitoring of glucomannan production

  • Agricultural biotechnology implementations:

    • Transgenic crop analysis: Monitor CSLA3 expression in plants engineered for altered cell wall properties

    • Trait development: Screen germplasm collections for natural variation in CSLA3 expression patterns

    • Phenotyping platforms: Develop high-throughput CSLA3 immunoassays for crop improvement programs

  • Technical applications in bioprocessing:

    Application AreaCSLA3 Antibody TechnologyBiotechnological Benefit
    Biofuel feedstock optimizationImmunoquantification of CSLA3 in engineered plantsSelection of lines with optimal cell wall digestibility
    Nanocellulose productionMonitoring mannan contamination using anti-glucomannan antibodiesQuality control for high-purity cellulose nanomaterials
    Cell wall engineeringTracking CSLA3 localization in modified expression systemsVerification of subcellular targeting in synthetic biology approaches
    Biopharmaceutical productionAntibody-based purification of CSLA3-produced oligosaccharidesManufacture of bioactive mannans with medicinal applications
  • Diagnostic and analytical tools:

    • Develop antibody-based dipstick tests for rapid assessment of cell wall composition

    • Create antibody arrays for multiplexed analysis of cell wall biosynthetic enzymes

    • Engineer split antibody complementation systems for detecting CSLA3 protein-protein interactions

  • Emerging applications in materials science:

    • Use antibodies to track CSLA3-mediated production of functional glucomannans for hydrogels

    • Develop immunoprecipitation protocols to isolate native glucomannan synthase complexes for in vitro reconstitution

    • Apply antibody-enabled atomic force microscopy to visualize CSLA3 arrangement in membrane systems

These biotechnological applications leverage the specificity of CSLA3 antibodies to enable precise monitoring and manipulation of glucomannan biosynthesis for various industrial and agricultural purposes.

What are the most critical methodological considerations when working with CSLA3 antibodies?

When working with CSLA3 antibodies, researchers should prioritize several critical methodological considerations to ensure reliable and reproducible results:

  • Antibody validation is paramount: Given the sequence similarity between CSLA family members, rigorous validation using genetic knockouts (particularly the csla2csla3csla9 triple mutant) is essential to confirm specificity . Never rely on a single validation method; combine Western blotting, immunolocalization, and peptide competition assays to establish confidence in antibody specificity.

  • Context-appropriate controls are essential: Include positive controls (tissues with known CSLA3 expression), negative controls (csla3 mutant tissues), and technical controls (secondary antibody only, pre-immune serum) in every experiment. The choice of controls should be tailored to the specific experimental context and application.

  • Protein extraction protocols significantly impact results: CSLA3 is a membrane-associated glycosyltransferase typically localized to the Golgi apparatus and endoplasmic reticulum. Standard extraction buffers may yield inconsistent results. Consider microsomal fractionation or specialized membrane protein extraction buffers to maximize recovery and detection sensitivity.

  • Cross-species applications require validation: While antibodies raised against Arabidopsis CSLA3 may cross-react with orthologous proteins in related species like Brassica napus or Camelina sativa, this cannot be assumed . Validation in each new species is essential before proceeding with experimental applications.

  • Quantitative applications demand careful standardization: For comparative studies of CSLA3 expression levels, develop robust standardization protocols including loading controls appropriate for your experimental system, standard curves, and consideration of the linear detection range of your detection method.

By addressing these methodological considerations systematically, researchers can maximize the utility of CSLA3 antibodies as powerful tools for investigating glucomannan synthesis and cell wall biology across diverse experimental contexts.

How might our understanding of CSLA3 and glucomannan synthesis evolve in the next decade?

The field of CSLA research and glucomannan synthesis is poised for significant advances in the coming decade, driven by technological innovations and evolving research paradigms:

  • Integration of structural biology with functional genomics: As techniques like cryo-EM continue to improve, we may achieve high-resolution structures of CSLA proteins, potentially revealing the molecular mechanisms of glucomannan synthesis. This structural information, combined with antibody-based functional studies, will provide unprecedented insights into how these glycosyltransferases function.

  • Single-cell resolution of cell wall synthesis: The application of single-cell transcriptomics and proteomics, coupled with high-resolution imaging, will reveal cell-specific patterns of CSLA3 expression and activity. This will transform our understanding of how specific cell types coordinate glucomannan deposition during development and in response to stresses.

  • Systems biology approaches to cell wall synthesis: Rather than studying CSLA3 in isolation, research will increasingly focus on the entire glucomannan synthase complex and its integration within broader cell wall synthesis networks. Antibodies will play a crucial role in identifying and characterizing these protein complexes.

  • Translational applications in agriculture and biotechnology: As climate change pressures increase, understanding how plants modify their cell walls through CSLA proteins will become increasingly relevant for crop improvement. This may lead to targeted modifications of CSLA3 and related enzymes to enhance stress tolerance or biofuel production.

  • Evolutionary perspectives on hemicellulose diversity: Comparative studies across plant lineages will reveal how CSLA proteins have evolved and diversified, potentially uncovering novel functions beyond the currently understood role in glucomannan synthesis. This evolutionary perspective may reveal unexpected connections between cell wall structure and plant adaptation.

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