"CML" in antibody nomenclature typically refers to chronic myeloid leukemia or carboxymethyl lysine (CML), a post-translational modification associated with oxidative stress .
The numbering "4" might indicate a clone identifier (e.g., CML26) or a research-specific designation not widely adopted. For example, ab125145 (Clone CML26) is a monoclonal antibody targeting carboxymethyl lysine .
Several antibodies targeting CML-associated biomarkers have been validated in research and clinical settings:
If "CML4" refers to a novel or experimental antibody, its characteristics might align with the following research priorities in CML:
Target Specificity: Potential focus on CML stem cell markers (e.g., IL1RAP, CD25, CD26) .
Functional Mechanism:
Clinical Utility: Prioritizing targets with minimal overlap in normal hematopoiesis (e.g., CD123 expression is 3–5× higher in CML LSCs vs. normal HSCs) .
Efficacy: Reduces leukemic engraftment in murine models by 80% .
Specificity: IL1RAP+ cells constitute 53–73% of CML CD34+/CD38− populations vs. 20% in normal donors .
| Parameter | CML Patients | Healthy Donors |
|---|---|---|
| CD123+ CD34+/CD38− | 53–73% | 20% |
| ADCC-Induced CFU Loss | 72% | 44% |
| Selectivity Index* | 3.2 | 1.0 |
| *Ratio of CML vs. normal progenitor depletion . |
CML4 Antibody is a polyclonal antibody developed against the Calmodulin-like protein 4 (CML4) from Oryza sativa subsp. japonica (Rice). The antibody targets a plant-specific calcium-binding protein with the UniProt number Q84MN0 . This should not be confused with antibodies targeting Chronic Myeloid Leukemia (CML) proteins, which represent a different research area. The CML4 protein belongs to the calcium-modulated protein family that plays roles in calcium signaling pathways in plants.
According to available data, CML4 Antibody is primarily used in Western Blotting (WB) and ELISA applications . These techniques allow researchers to detect and quantify CML4 protein expression in plant samples. Unlike antibodies developed for leukemia research that might be used in therapeutic applications, CML4 Antibody is predominantly utilized for basic research in plant biology, specifically in studying calcium signaling pathways in rice and potentially other plant species.
For rigorous experimental design with CML4 Antibody, researchers should utilize:
Positive control: The antibody product comes with 200μg of antigens that can be used as a positive control to verify antibody binding specificity .
Negative control: A pre-immune serum (1ml) is provided with the antibody, which serves as an appropriate negative control .
Loading controls: For Western blotting applications, researchers should include appropriate housekeeping proteins as loading controls.
Cross-reactivity controls: When testing in different plant species, include controls to verify specificity.
Optimizing CML4 Antibody for Western blotting in plant tissues requires several methodological considerations:
Sample preparation: Plant tissues should be homogenized in appropriate buffer containing protease inhibitors to prevent protein degradation.
Protein extraction: For calcium-binding proteins like CML4, extraction buffers should contain EGTA or EDTA to prevent calcium-dependent protein interactions.
Blocking optimization: Use 3-5% BSA in TBS-T rather than milk-based blocking solutions, as milk contains calcium which may interfere with calcium-binding proteins.
Antibody dilution: Begin testing with 1:1000 dilution and adjust based on signal-to-noise ratio.
Incubation time: Extend primary antibody incubation to overnight at 4°C to enhance specific binding.
Washing stringency: Include multiple (4-5) washing steps with TBS-T to reduce background.
This approach differs significantly from antibody protocols used in leukemia research, which typically use mammalian cell lysates and might employ different extraction and detection methods .
When encountering non-specific binding with CML4 Antibody, researchers should implement the following strategies:
Pre-adsorption: Incubate the antibody with the negative control serum provided .
Blocking optimization: Test increased BSA concentrations (3-5%) in blocking buffer.
Detergent adjustment: Increase Tween-20 concentration in wash buffers to 0.1-0.3%.
Antibody dilution: Further dilute the antibody if background persists.
Cross-adsorption: For cross-reactivity issues, pre-incubate with proteins from non-target species.
Secondary antibody optimization: Ensure secondary antibody specificity by testing different dilutions and sources.
Unlike antibodies used in leukemia diagnostics, which might require high specificity to distinguish between closely related proteins, plant antibodies often require optimization to address the complex nature of plant extracts with high polyphenol and polysaccharide content.
The specificity considerations for CML4 Antibody differ substantially from antibodies used in leukemia research:
| Feature | CML4 Antibody (Plant Research) | Antibodies in Leukemia Research |
|---|---|---|
| Target specificity | Single plant protein (CML4) | Multiple leukemia-derived proteins |
| Cross-reactivity concerns | Other plant calcium-binding proteins | Normal hematopoietic cells |
| Validation methods | Western blot, ELISA | Flow cytometry, immunohistochemistry |
| Sample types | Plant tissue extracts | Blood, bone marrow samples |
| Clinical relevance | Basic research only | Diagnostic and therapeutic potential |
Leukemia research antibodies often undergo more rigorous validation due to their potential clinical applications. For example, studies have shown that antibodies against IL1RAP can distinguish Philadelphia chromosome-positive from negative cells in CML with high specificity . This level of discrimination is crucial for therapeutic applications but may not be necessary for plant research antibodies like CML4.
Understanding the trade-offs between polyclonal and monoclonal antibodies is essential for experimental design:
Advantages of polyclonal CML4 Antibody:
Recognizes multiple epitopes on the CML4 protein, increasing detection sensitivity
More tolerant to minor protein denaturation or modifications
Typically provides stronger signals in applications like Western blotting
More cost-effective for basic research applications
Better for detecting proteins present in low abundance
Limitations compared to monoclonal antibodies:
Batch-to-batch variation may require validation of each lot
Higher potential for cross-reactivity with related plant proteins
Less suitable for distinguishing highly similar protein isoforms
Not optimal for therapeutic applications requiring high specificity
This contrasts with the monoclonal antibodies developed for leukemia research, where high specificity is crucial. For instance, studies have developed specific monoclonal antibodies that can selectively target leukemia stem cells through surface biomarkers like IL1RAP while sparing normal hematopoietic stem cells .
When implementing ELISA with CML4 Antibody, researchers commonly encounter these challenges:
Inconsistent binding efficiency:
Solution: Optimize coating buffer pH (try pH 9.6 carbonate buffer)
Test different coating concentrations (1-10 μg/mL of capture antigen)
Extend coating incubation to overnight at 4°C
High background signal:
Poor sensitivity:
Solution: Implement a sandwich ELISA format
Increase sample incubation time (2 hours at 37°C)
Use more sensitive detection systems (chemiluminescence instead of colorimetric)
Cross-reactivity with other calcium-binding proteins:
These approaches are informed by both plant-specific antibody protocols and relevant techniques from other fields like the competitive ELISA format used for CML (Carboxymethyllysine) detection .
Comprehensive validation of CML4 Antibody specificity in new experimental systems should follow these methodological steps:
Initial Western blot validation:
Cross-reactivity assessment:
Test against recombinant CML4 protein
Test against other calcium-binding proteins from the same species
Test against extracts from CML4 knockout/knockdown plants (if available)
Immunoprecipitation validation:
Perform IP followed by mass spectrometry to confirm target identity
Verify molecular weight matches predicted CML4 size
Immunohistochemistry controls:
Include absorption controls with recombinant antigen
Compare with in situ hybridization patterns of CML4 mRNA
This validation approach incorporates principles used in more clinically-oriented antibody validation, such as those employed in leukemia research , but adapted to the specific needs of plant biology research.
Adapting CML4 Antibody for flow cytometry with plant protoplasts requires significant protocol modifications:
Protoplast preparation:
Isolate protoplasts using cellulase/macerozyme digestion of plant tissues
Maintain viability in osmotically-balanced solutions (0.4M mannitol)
Fixation and permeabilization optimization:
Test mild fixation (1-2% paraformaldehyde for 10 minutes)
Use plant-specific permeabilization (0.1% Triton X-100 or saponin)
Maintain calcium levels if studying native conformation
Antibody staining:
Increase antibody concentration (1:50 to 1:200 dilutions typically required)
Extend incubation time (60-90 minutes at room temperature)
Add 1% BSA and 0.05% saponin to maintain permeabilization during staining
Flow cytometer settings:
Use larger nozzle size (100-120μm) to accommodate protoplast size
Reduce pressure settings to prevent shearing
Optimize forward and side scatter gates for plant protoplasts
This methodology draws from principles used in flow cytometry applications in leukemia research , but with substantial modifications for plant cell applications.
Investigating CML4 protein interactions with calcium requires specialized methodological approaches:
Co-immunoprecipitation under varying calcium conditions:
Perform IP in buffers with different calcium concentrations (0-2mM)
Compare binding partners identified by mass spectrometry
Include EGTA controls to chelate calcium
Calcium-dependent conformational changes:
Compare epitope accessibility in calcium-bound versus calcium-free states
Perform limited proteolysis followed by Western blotting with CML4 Antibody
Monitor mobility shifts in native PAGE with varying calcium concentrations
In situ proximity ligation assay (PLA):
Combine CML4 Antibody with antibodies against putative interacting proteins
Perform PLA under different calcium concentrations
Quantify interaction signals under various treatments that alter calcium signaling
FRET-based interaction studies:
Use CML4 Antibody fragments conjugated to fluorophores
Monitor calcium-dependent FRET signals in fixed or live cells
Compare results with calcium channel blockers or ionophores
These approaches adapt methods used in studying calcium-dependent protein interactions in mammalian systems to plant research contexts.
Integrating CML4 Antibody with mass spectrometry enables sophisticated protein interaction analyses through these methodological approaches:
Immunoprecipitation-mass spectrometry (IP-MS):
Use CML4 Antibody for immunoprecipitation from plant extracts
Perform on-bead digestion with trypsin
Analyze peptides by LC-MS/MS to identify interacting proteins
Compare interactome under different calcium concentrations or stress conditions
Crosslinking IP-MS (CLIP-MS):
Apply membrane-permeable crosslinkers (DSP, formaldehyde) to stabilize transient interactions
Immunoprecipitate with CML4 Antibody
Identify crosslinked peptides by specialized MS/MS analysis
Map interaction interfaces at peptide-level resolution
Proximity-based labeling:
Generate fusion proteins of CML4 with BioID or APEX2
Use CML4 Antibody to verify expression and localization
Identify biotinylated proteins by streptavidin pulldown and MS
Compare with conventional IP-MS results for validation
Quantitative interaction proteomics:
Apply SILAC or TMT labeling to quantify differential interactions
Use CML4 Antibody for targeted validation of key interactions
Perform computational network analysis of interaction data
These approaches are informed by advanced proteomics methods used in various fields including leukemia research, where protein interaction networks have been crucial to understanding pathology .
Adapting CML4 Antibody for chromatin immunoprecipitation requires specialized optimization:
Chromatin preparation from plant tissues:
Crosslink tissues with 1% formaldehyde for 10-15 minutes
Quench with glycine and isolate nuclei
Sonicate to generate 200-500bp fragments
Verify fragmentation by agarose gel electrophoresis
CML4 Antibody optimization for ChIP:
Test antibody in IP reactions before ChIP application
Determine optimal antibody-to-chromatin ratio (typically 2-5μg antibody per ChIP)
Include IgG control from the same species (rabbit)
Test both native ChIP and crosslinked ChIP protocols
ChIP-seq specific considerations:
Generate input controls for normalization
Include spike-in controls for quantitative comparisons
Prepare libraries with sufficient depth (20-30 million reads)
Perform biological replicates (minimum n=3)
Data analysis and validation:
Use appropriate peak calling algorithms
Validate selected peaks by ChIP-qPCR
Perform motif enrichment analysis
Correlate with RNA-seq data from calcium perturbation experiments
This methodology bridges techniques from plant epigenetics with insights from protein-DNA interaction studies in other fields, creating a specialized approach for calcium-responsive transcription factor research.
Understanding the detection capabilities across different methods helps researchers select appropriate techniques:
| Detection Method | Estimated Detection Limit | Advantages | Limitations | Best Applications |
|---|---|---|---|---|
| Western Blotting | 0.1-1 ng of target protein | - Size verification - Semi-quantitative - Detects denatured epitopes | - Time-consuming - Limited sample throughput | - Initial validation - Protein modification studies |
| ELISA | 10-50 pg of target protein | - High sensitivity - Quantitative - High throughput | - No size verification - Requires native epitopes | - Quantification across samples - Large sample sets |
| Immunohistochemistry | ~100 cells expressing target | - Spatial information - Single-cell resolution - Tissue context | - Qualitative - Fixation artifacts | - Localization studies - Expression pattern analysis |
| Flow Cytometry (adapted) | 1,000-5,000 molecules/cell | - Single-cell analysis - Multi-parameter - Quantitative | - Requires protoplasts - Complex sample prep | - Cell-type specific expression - Heterogeneity studies |
These detection limits represent general estimates based on typical antibody performance characteristics. The actual performance of CML4 Antibody should be empirically determined for each method and experimental system.
Similar principles of detection limit characterization have been applied in leukemia research, where antibody-based detection methods must distinguish rare leukemic stem cells from normal hematopoietic cells .
The methodological principles developed for CML4 Antibody research can be translated to studying calcium signaling in stress responses:
Comparative expression analysis:
Apply Western blotting protocols optimized for CML4 Antibody to analyze expression changes under drought, salt, cold, or heat stress
Use standardized loading controls specific for stress studies
Implement time-course analyses to capture signaling dynamics
Subcellular relocalization studies:
Develop immunofluorescence protocols using CML4 Antibody as a model
Track protein movement between cellular compartments during stress
Combine with organelle markers for co-localization analysis
Protein interaction dynamics:
Apply co-immunoprecipitation protocols established for CML4
Compare interactomes under normal and stress conditions
Identify stress-specific interaction partners
Calcium binding dynamics:
Implement mobility shift assays to detect conformational changes
Compare calcium binding affinities under different stress conditions
Correlate with functional outcomes in stress response
This translational approach takes methodologies developed for a specific antibody (CML4) and adapts them to broader research questions in plant stress biology.
Cross-species applications of CML4 Antibody require careful methodological considerations:
Epitope conservation analysis:
Perform sequence alignment of CML4 orthologs across target species
Identify regions of high conservation that may contain the epitope
Predict potential cross-reactivity based on sequence homology
Validation in each species:
Test antibody in Western blot against recombinant proteins from each species
Determine optimal antibody concentration for each species
Include positive and negative controls specific to each species
Sample preparation optimization:
Adjust extraction buffers for species-specific differences in metabolites
Optimize protein isolation protocols for different tissue types
Control for developmental stage when making cross-species comparisons
Quantification standardization:
Develop species-neutral loading controls
Create standard curves with recombinant proteins when possible
Apply normalization methods appropriate for cross-species comparisons
Confirmation with orthogonal methods:
Correlate protein detection with mRNA levels across species
Use mass spectrometry for species-agnostic protein quantification
Employ genetic tools (RNAi, CRISPR) where available to validate specificity