DAP Antibody

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Description

Role in Apoptosis and Tumor Suppression

  • DAP promotes apoptosis via integrin suppression: DAP-kinase (a related isoform) inhibits integrin-mediated survival signals, triggering anoikis (detachment-induced apoptosis) in epithelial cells .

  • Key mechanism: DAP-kinase reduces cell adhesion by downregulating integrin activity, leading to p53-dependent apoptosis .

  • Tumor suppression: Loss of DAP expression correlates with metastatic potential in cancers . Restoring DAP in metastatic tumors reduces metastasis in murine models .

Regulation of Autophagy

  • DAP is a substrate of mTOR: Phosphorylation at Ser3 and Ser51 by mTOR under nutrient-rich conditions inhibits autophagy. Dephosphorylation during starvation activates DAP’s autophagy-suppressive function .

Experimental Validation

  • Western blot: Detects DAP at ~15 kDa in human small intestine lysates .

  • Immunohistochemistry: Localizes DAP in human tissue sections (e.g., cytoplasmic staining in intestinal epithelia) .

  • Functional assays: Used to study DAP-kinase’s role in apoptosis via integrin modulation .

Clinical and Research Implications

  • Cancer research: DAP antibodies help identify tumors with DAP loss, a potential biomarker for metastasis .

  • Therapeutic targeting: Studying DAP’s interaction with mTOR may yield strategies to modulate autophagy in neurodegenerative diseases .

Product Specs

Buffer
PBS with 0.1% Sodium Azide, 50% Glycerol, pH 7.3. Store at -20°C. Avoid freeze-thaw cycles.
Lead Time
Typically, we can ship the products within 1-3 business days after receiving your order. Delivery time may vary depending on the purchasing method or location. For specific delivery details, please consult your local distributors.
Synonyms
DAP 1 antibody; Dap antibody; DAP-1 antibody; DAP1_HUMAN antibody; Death associated protein 1 antibody; Death associated protein antibody; Death-associated protein 1 antibody; MGC99796 antibody; OTTHUMP00000161670 antibody; OTTHUMP00000221331 antibody
Target Names
DAP
Uniprot No.

Target Background

Function
DAP1 is a negative regulator of autophagy and plays a role in mediating interferon-gamma-induced cell death.
Gene References Into Functions
  1. DAP1 may play a significant role in cell adhesion, migration, and growth in the context of breast cancer and is strongly associated with the apoptosis pathway. PMID: 25530065
  2. DAP1 was found to be correlated with disease progression and long-term survival in colorectal cancer patients. It is also a crucial regulator of growth, apoptosis, and cellular responses to chemotherapy agents. PMID: 24270644
  3. This study indicates an inverse association between DAP1 mRNA levels and tumor stage and clinical outcome in breast cancer. PMID: 22798505
  4. Mapping of phosphorylation sites and analysis of phosphorylation mutants revealed that DAP1 is functionally silenced in growing cells through mTOR-dependent phosphorylations on Ser3 and Ser51. PMID: 20537536
Database Links

HGNC: 2672

OMIM: 600954

KEGG: hsa:1611

STRING: 9606.ENSP00000230895

UniGene: Hs.75189

Q&A

What is DAP protein and why is it significant in cellular research?

Death-associated protein 1 (DAP) is a basic proline-rich 15kDa protein that functions as a positive mediator of programmed cell death induced by interferon-gamma. It plays a significant role in cell death pathways and autophagy regulation, making it an important target for research in multiple disease contexts . DAP is also a direct substrate of mammalian target of rapamycin (mTOR), a serine/threonine kinase that regulates cell growth and cell cycle progression . The protein's involvement in both programmed cell death and autophagy regulation positions it as a critical junction point in cellular homeostasis research.

Under nutrient-rich conditions, mTOR phosphorylates DAP at specific serine residues (Ser3 and Ser51), which affects its functionality . This phosphorylation-dependent regulation makes DAP an interesting target for studying cellular responses to environmental changes and stress conditions. For researchers studying cell death mechanisms, autophagy, or mTOR signaling pathways, understanding DAP's role is fundamental to developing comprehensive experimental models.

What are the primary applications for DAP antibodies in research settings?

DAP antibodies are utilized across multiple experimental techniques in research settings. Based on validated applications, DAP antibodies can be effectively employed in Western Blotting (WB), Enzyme-Linked Immunosorbent Assay (ELISA), Immunohistochemistry on paraffin-embedded tissues (IHC-P), Immunofluorescence (IF), and Immunoprecipitation (IP) . Each application provides different insights into DAP expression, localization, and interactions.

Western Blotting allows for protein size determination and semi-quantitative analysis of DAP expression levels across different experimental conditions. ELISA provides quantitative measurement of DAP in complex biological samples. Immunohistochemistry and immunofluorescence techniques reveal the spatial distribution of DAP within tissues and cells, while immunoprecipitation enables the study of protein-protein interactions involving DAP. When designing experiments, researchers should select applications aligned with their specific research questions.

How should researchers address the molecular weight discrepancy observed with DAP antibodies?

One of the most puzzling aspects of working with DAP antibodies is the significant discrepancy between the calculated molecular weight (11.165 kDa) and the observed molecular weight in experimental settings (approximately 68 kDa) . This difference can cause confusion during data interpretation if not properly addressed in experimental design and analysis.

To address this discrepancy, researchers should:

  • Include positive controls with known DAP expression in Western blot experiments

  • Use protein markers that span both the theoretical and observed molecular weights

  • Document the specific band size observed in their experimental system

  • Consider post-translational modifications or protein complexes that might alter migration patterns

  • When publishing results, clearly specify the observed molecular weight and acknowledge the discrepancy

The molecular weight difference may be attributed to post-translational modifications, tight binding to other cellular components, or unusual protein conformations that affect migration during electrophoresis. Understanding this discrepancy is essential for proper experimental design and accurate interpretation of results when working with DAP antibodies.

What species reactivity should be considered when selecting DAP antibodies?

When selecting DAP antibodies for research, species reactivity is a critical consideration. Available DAP antibodies demonstrate reactivity with human, mouse, and rat samples, making them versatile tools for comparative studies across these mammalian models . This cross-reactivity is particularly valuable for translational research that aims to connect findings from rodent models to human applications.

The conservation of DAP across species suggests evolutionary importance of this protein in cellular function. When designing experiments involving multiple species, researchers should verify that the selected antibody maintains consistent specificity and sensitivity across all target species. Some antibodies may show preferential binding or varying affinity depending on species-specific epitope variations, which could impact data interpretation in comparative studies.

What are the optimal validation methods to confirm DAP antibody specificity?

Confirming antibody specificity is critical for ensuring experimental reliability. For DAP antibodies, several validation approaches should be implemented:

  • Positive and negative control tissues/cell lines: Use samples with known DAP expression patterns. Human, mouse, and rat samples with documented DAP expression serve as appropriate positive controls .

  • Western blot analysis: Verify a single band at the expected molecular weight (observed at approximately 68 kDa despite calculated 11.165 kDa) . Multiple bands may indicate non-specific binding or cross-reactivity.

  • Peptide competition assay: Pre-incubate the antibody with the immunizing peptide before application. Signal reduction confirms specificity to the target epitope. This is particularly relevant as DAP antibodies are often raised against specific peptide sequences, such as a 19 amino acid peptide near the carboxy terminus of human DAP .

  • Knockout/knockdown validation: Compare staining patterns between wild-type samples and those with DAP expression reduced or eliminated. Signal reduction in knockdown samples provides strong evidence of specificity.

  • Cross-application verification: Confirm consistent detection of DAP across multiple techniques (WB, IHC, IF) to ensure target validity.

Implementing these validation strategies provides comprehensive evidence for antibody specificity, which is essential for publishing reliable research findings involving DAP.

How can researchers optimize western blot protocols specifically for DAP detection?

Optimizing western blot protocols for DAP detection requires attention to several key parameters:

Sample Preparation and Loading:

  • Use fresh samples or properly stored protein lysates to minimize degradation

  • Include protease inhibitors to prevent DAP degradation

  • Load adequate protein amounts (typically 20-50 μg per lane)

Gel Electrophoresis and Transfer:

  • Select gel percentage based on the observed molecular weight (68 kDa)

  • Ensure complete transfer by optimizing transfer time and voltage

Antibody Incubation:

  • Follow manufacturer's recommended dilution (typically 1:1000 for western blotting)

  • Optimize blocking conditions to minimize background

  • Consider overnight primary antibody incubation at 4°C to improve specific binding

Signal Detection and Troubleshooting:

  • If signal is weak, consider increasing antibody concentration or extending incubation time

  • If background is high, increase washing steps or modify blocking conditions

  • For quantitative analysis, ensure linearity of signal and proper normalization

When optimizing western blot protocols for DAP detection, researchers should document all modifications to standard protocols and verify reproducibility across multiple experiments.

How do phosphorylation states of DAP affect antibody binding and experimental outcomes?

DAP phosphorylation state significantly impacts antibody binding and experimental outcomes. Under nutrient-rich conditions, mTOR phosphorylates DAP at Ser3 and Ser51, while these residues are dephosphorylated under starvation conditions . This dynamic phosphorylation has important implications for research:

Impact on Antibody Selection:

  • Phospho-specific antibodies detect only the phosphorylated form of DAP

  • Pan-DAP antibodies may have varying affinities for different phosphorylation states

  • Epitope location relative to phosphorylation sites affects detection consistency

Experimental Considerations:

  • Document cell culture conditions (serum levels, nutrient availability) that may affect DAP phosphorylation

  • Consider using phosphatase inhibitors in lysate preparation when studying phosphorylated forms

  • For comparative studies, maintain consistent cell treatment conditions

Validation Approaches:

  • Use phosphatase treatment of lysates to confirm phosphorylation-dependent signals

  • Compare detection in nutrient-rich versus starvation conditions

  • Include positive controls with known phosphorylation states

Understanding and accounting for DAP phosphorylation dynamics is crucial for experimental design and interpretation, particularly in studies investigating mTOR signaling or autophagy regulation where phosphorylation status directly relates to functional outcomes.

What considerations are important when designing epitope-specific DAP antibodies?

Designing epitope-specific DAP antibodies requires careful consideration of several factors that impact specificity, affinity, and utility across applications:

Epitope Selection:

  • Target unique, accessible regions within DAP to ensure specificity

  • Consider selecting peptides from the carboxy terminus, as successfully demonstrated with the 19 amino acid peptide used in commercial antibodies

  • Avoid highly conserved regions if species specificity is desired

  • Account for phosphorylation sites (Ser3, Ser51) when selecting epitopes for phospho-independent antibodies

Rational Design Approaches:

  • Consider implementing complementary peptide design methods as demonstrated for other disordered proteins

  • For complex epitopes, two-loop design strategies may improve specificity and affinity

  • Balance epitope uniqueness against antibody stability and expression efficiency

Production and Validation:

  • Express and purify candidate antibodies using appropriate systems that maintain structural integrity

  • Employ circular dichroism (CD) to confirm structural integrity after epitope grafting

  • Validate using multiple techniques across relevant species (human, mouse, rat)

Rational antibody design approaches, such as complementary peptide grafting onto antibody scaffolds, have shown promise for targeting specific epitopes in disordered proteins and could be applied to DAP antibody development for targeting specific functional domains .

How should researchers design immunohistochemistry experiments using DAP antibodies?

Designing effective immunohistochemistry (IHC) experiments with DAP antibodies requires optimization across sample preparation, antibody incubation, and detection steps:

Sample Preparation:

  • For paraffin-embedded tissues, optimize antigen retrieval methods (heat-induced epitope retrieval in citrate buffer often works well)

  • Consider tissue-specific fixation times to balance structural preservation with epitope accessibility

  • Include positive control tissues with known DAP expression patterns

Antibody Incubation Protocol:

  • Block endogenous peroxidase activity (3% H₂O₂, 10 minutes)

  • Perform protein blocking (5% normal serum, 1 hour)

  • Apply primary DAP antibody at optimized dilution (start with 1:100-1:500)

  • Incubate overnight at 4°C for optimal binding

  • Apply appropriate secondary antibody system

Signal Development and Counterstaining:

  • Optimize DAB development time to achieve clear signal without background

  • Use hematoxylin counterstaining to provide cellular context

  • Consider fluorescent detection for co-localization studies

Controls and Validation:

  • Include negative controls (primary antibody omission, isotype control)

  • Use tissue microarrays for efficiency when screening multiple samples

  • Consider dual staining with cell-type specific markers to characterize DAP expression patterns

When publishing IHC results with DAP antibodies, document detailed methodological parameters including antigen retrieval method, antibody dilution, incubation conditions, and detection system.

What are effective troubleshooting strategies for inconsistent DAP antibody results?

When facing inconsistent results with DAP antibodies, systematic troubleshooting approaches help identify and resolve technical issues:

ProblemPotential CausesTroubleshooting Strategies
No signal in Western blotProtein degradation
Inefficient transfer
Incorrect primary antibody dilution
Use fresh samples with protease inhibitors
Verify transfer with reversible stain
Titrate antibody concentrations
Multiple bandsNon-specific binding
Protein degradation
Cross-reactivity
Increase blocking time/concentration
Add fresh protease inhibitors
Try different antibody clone
Inconsistent results between experimentsVariable sample preparation
Inconsistent antibody performance
Protocol variations
Standardize lysate preparation
Use single antibody lot
Document detailed protocols
High backgroundInsufficient blocking
Excessive antibody concentration
Inadequate washing
Optimize blocking conditions
Dilute antibody further
Increase wash duration/frequency
Different results across speciesSpecies-specific epitope variations
Post-translational modification differences
Verify antibody cross-reactivity
Consider species-specific antibodies

For persistent issues, consider alternative detection methods or different antibody clones. Maintain detailed records of all experimental conditions to identify variables contributing to inconsistency. Consulting the antibody manufacturer for technical support can provide additional product-specific troubleshooting guidance.

How can researchers effectively use DAP antibodies in co-immunoprecipitation studies?

Co-immunoprecipitation (Co-IP) with DAP antibodies enables investigation of protein-protein interactions involving DAP. To optimize these studies:

Lysate Preparation:

  • Use gentle lysis buffers to preserve protein-protein interactions

  • Include protease and phosphatase inhibitors to maintain protein integrity

  • Pre-clear lysates with protein A/G beads to reduce non-specific binding

Immunoprecipitation Protocol:

  • Incubate lysates with DAP antibody (approximately 1:50 dilution)

  • Add protein A/G beads and incubate overnight at 4°C with gentle rotation

  • Wash beads thoroughly (typically 4-5 washes) with decreasing salt concentration

  • Elute bound proteins using SDS sample buffer with heating

Controls and Validation:

  • Include IgG control immunoprecipitation to identify non-specific binding

  • Verify IP efficiency by probing for DAP in input, unbound, and IP fractions

  • Confirm interactions by reciprocal Co-IP when possible

Detecting Interaction Partners:

  • Use sensitive detection methods for low-abundance interaction partners

  • Consider mass spectrometry for unbiased identification of novel interactions

  • Validate key interactions with alternative methods (proximity ligation assay, FRET)

When investigating DAP interactions with mTOR pathway components or autophagy machinery, buffer conditions may need further optimization to preserve these specific interactions. Document all experimental conditions in detail when reporting Co-IP results.

What considerations are important when using DAP antibodies in flow cytometry?

Flow cytometry applications using DAP antibodies require specific optimization for intracellular staining:

Sample Preparation:

  • Effective fixation is crucial (4% paraformaldehyde, 10-15 minutes)

  • Permeabilization must allow antibody access to intracellular DAP (0.1% Triton X-100 or commercial permeabilization buffers)

  • Single-cell suspensions should be prepared with minimal cell clumping

Staining Protocol:

  • Fix cells in suspension with formaldehyde

  • Permeabilize with appropriate buffer

  • Block with 5% serum in permeabilization buffer

  • Incubate with primary DAP antibody at optimized concentration

  • Apply fluorophore-conjugated secondary antibody

  • Include appropriate washing steps between each stage

Controls and Validation:

  • Include isotype control samples to establish background fluorescence

  • Use positive control samples with known DAP expression

  • Consider fluorescence minus one (FMO) controls for multicolor panels

Analysis Considerations:

  • Gate on viable single cells before analyzing DAP expression

  • Consider DAP expression in relation to cell cycle or activation status

  • For phospho-DAP analysis, include phosphatase inhibitors during sample preparation

When publishing flow cytometry data, include detailed information on fixation/permeabilization conditions, antibody concentrations, and gating strategies following standard flow cytometry reporting guidelines.

How can DAP antibodies be utilized in studying autophagy regulation?

DAP antibodies provide valuable tools for studying autophagy regulation due to DAP's role as a negative regulator of autophagy under mTOR control . Effective experimental approaches include:

Monitoring DAP Phosphorylation States:

  • Track changes in DAP phosphorylation at Ser3 and Ser51 during nutrient fluctuations

  • Compare total DAP levels with phospho-DAP levels during autophagy induction

  • Correlate DAP phosphorylation with autophagy markers (LC3-II, p62)

Experimental Design Considerations:

  • Include appropriate autophagy inducers (starvation, rapamycin) and inhibitors (chloroquine, bafilomycin A1)

  • Design time-course experiments to capture dynamic changes in DAP phosphorylation

  • Consider cell-type specific differences in baseline autophagy and DAP expression

Advanced Applications:

  • Use DAP antibodies in proximity ligation assays to study interactions with autophagy machinery

  • Combine with fluorescent autophagy reporters for correlative analysis

  • Implement phospho-specific antibodies to track mTOR-dependent regulation

Data Interpretation:

  • Account for the lag between DAP dephosphorylation and autophagosome formation

  • Consider alternative autophagy regulation pathways that may function independently of DAP

  • Normalize DAP phosphorylation changes to total DAP levels for accurate quantification

When publishing autophagy research using DAP antibodies, follow established guidelines for monitoring autophagy and clearly document experimental conditions that may affect basal autophagy levels.

What are the considerations for using DAP antibodies in multiplexed imaging techniques?

Multiplexed imaging with DAP antibodies presents unique opportunities and challenges for investigating DAP in spatial context:

Antibody Selection for Multiplexing:

  • Verify that the DAP antibody host species is compatible with other primary antibodies

  • Confirm minimal cross-reactivity between secondary detection systems

  • Consider directly conjugated antibodies to reduce species limitations

Optimization for Multiple Epitope Detection:

  • Determine optimal antigen retrieval conditions compatible with all targets

  • Test antibody panels on control tissues before experimental samples

  • Establish detection sequence for sequential staining approaches

Advanced Multiplexing Technologies:

  • Cyclic immunofluorescence allows sequential DAP detection with numerous other markers

  • Mass cytometry (CyTOF) can incorporate metal-tagged DAP antibodies into high-parameter panels

  • Spatial transcriptomics can correlate DAP protein expression with transcriptional profiles

Analysis Considerations:

  • Use appropriate image analysis software for quantitative assessment of co-localization

  • Implement machine learning approaches for pattern recognition in complex tissues

  • Establish unbiased quantification methods for comparing DAP expression across sample types

When designing multiplexed imaging experiments, consider starting with validated antibody pairs and gradually expanding the panel complexity. Document any modifications to standard protocols required for successful multiplexing with DAP antibodies.

How should researchers interpret DAP expression patterns in different disease contexts?

Interpreting DAP expression patterns in disease contexts requires careful consideration of multiple factors:

Context-Specific Analysis:

  • Compare DAP expression in diseased versus matched normal tissues

  • Consider cell-type specific expression patterns within heterogeneous samples

  • Evaluate both expression level and subcellular localization changes

Disease-Specific Considerations:

  • In neurodegenerative diseases, correlate DAP with markers of autophagy dysfunction

  • In cancer contexts, examine relationship between DAP expression and proliferation markers

  • In inflammatory conditions, assess DAP in relation to interferon-γ signaling components

Quantification Approaches:

  • Use digital pathology tools for objective quantification of DAP immunostaining

  • Apply appropriate statistical methods for comparing expression across sample groups

  • Consider H-score, Allred scoring, or automated image analysis for consistent evaluation

Functional Correlation:

  • Relate DAP expression patterns to clinical outcomes when possible

  • Integrate with molecular pathology data for comprehensive interpretation

  • Consider phosphorylation status as it may better reflect functional state than total levels

When publishing studies on DAP expression in disease, clearly document scoring methods, include representative images of scoring categories, and address potential confounding factors such as treatment history or comorbidities that might affect DAP expression.

What are the approaches for studying DAP in neurodegenerative disease research?

DAP's role in autophagy regulation makes it particularly relevant for neurodegenerative disease research, where autophagy dysfunction is a common feature. Strategic approaches include:

Experimental Models:

  • Compare DAP expression and phosphorylation in brain tissues from various neurodegenerative disease models

  • Utilize primary neuronal cultures to study DAP regulation under disease-relevant stressors

  • Consider organoid models for human-specific aspects of DAP function

Technical Approaches:

  • Use immunohistochemistry to map DAP expression in different brain regions

  • Implement dual labeling with disease-specific protein aggregates (Aβ, α-synuclein, tau)

  • Apply biochemical fractionation to examine DAP distribution between soluble and insoluble protein fractions

Functional Studies:

  • Correlate DAP phosphorylation status with autophagy efficiency markers

  • Examine the effect of DAP modulation on clearance of disease-relevant protein aggregates

  • Investigate the relationship between DAP and neuronal cell death mechanisms

Translational Considerations:

  • Compare findings between animal models and human post-mortem samples

  • Consider age-related changes in DAP expression and function

  • Evaluate potential for DAP-targeting therapeutic strategies

When conducting neurodegenerative disease research with DAP antibodies, careful attention to technique standardization is essential, as post-mortem tissue quality and fixation conditions can significantly impact results.

What emerging technologies may enhance DAP antibody applications?

Several emerging technologies promise to expand and enhance DAP antibody applications in research:

Advanced Antibody Engineering:

  • Rational design methods using complementary peptides grafted onto antibody scaffolds may improve specificity

  • Two-loop antibody designs incorporating cooperative binding mechanisms could enhance affinity

  • Recombinant antibody fragments (nanobodies, scFvs) may offer improved tissue penetration for imaging

Novel Detection Platforms:

  • Super-resolution microscopy techniques to visualize DAP distribution at nanometer resolution

  • Live-cell imaging with genetically encoded sensors to track DAP dynamics in real-time

  • Single-cell proteomics to quantify DAP across heterogeneous cell populations

Computational Approaches:

  • Machine learning algorithms for automated quantification of DAP staining patterns

  • Molecular modeling to predict DAP interactions and conformational changes

  • Systems biology integration of DAP into broader signaling networks

Therapeutic Applications:

  • Antibody-drug conjugates targeting DAP in disease contexts

  • Intrabodies designed to modulate DAP function in specific cellular compartments

  • PROTAC approaches utilizing DAP antibodies for targeted protein degradation

These emerging technologies present opportunities to address current limitations in DAP research and develop more precise tools for investigating its roles in cell death, autophagy, and disease processes.

What are the current limitations in DAP antibody research and potential solutions?

Current limitations in DAP antibody research present challenges that require innovative solutions:

LimitationImpact on ResearchPotential Solutions
Molecular weight discrepancyConfusion in data interpretationDevelop epitope-mapped antibodies validated at both molecular weights
Characterize post-translational modifications affecting migration
Phosphorylation-dependent detection variabilityInconsistent results across conditionsGenerate phospho-specific and phospho-independent antibodies
Standardize lysate preparation to preserve phosphorylation states
Limited information on epitope locationsChallenges in comparing antibody performanceConduct comprehensive epitope mapping studies
Create antibody panels targeting different DAP regions
Cross-reactivity with related proteinsRisk of false positive resultsImplement thorough validation in knockout systems
Use orthogonal detection methods to confirm findings
Inconsistent validation across applicationsUncertainty about antibody reliabilityEstablish application-specific validation guidelines
Create shared validation resources and protocols

Addressing these limitations requires collaborative efforts between antibody developers, research scientists, and technology providers. Establishing standardized validation criteria specifically for DAP antibodies would significantly enhance research reproducibility and reliability.

How might computational approaches enhance DAP antibody design and validation?

Computational approaches offer promising strategies to enhance DAP antibody design and validation:

Epitope Prediction and Optimization:

  • Algorithm-based identification of optimal DAP epitopes with high antigenicity and accessibility

  • Molecular dynamics simulations to predict epitope behavior in different conditions

  • In silico screening of complementary peptides for rational antibody design

Structural Biology Integration:

  • Protein structure prediction tools to model DAP conformations

  • Antibody-antigen docking simulations to optimize binding interactions

  • Stability predictions to enhance antibody performance across applications

Machine Learning Applications:

  • Predictive models for antibody cross-reactivity based on sequence homology

  • Automated image analysis for standardized validation across labs

  • Pattern recognition in experimental data to identify factors affecting antibody performance

Data Integration and Knowledge Bases:

  • Centralized databases of validated DAP antibody characteristics

  • Integration of experimental results across multiple research groups

  • Standardized formats for sharing antibody validation data

Implementing these computational approaches could significantly reduce the time and resources required for antibody development while improving specificity, affinity, and reliability of DAP antibodies for research applications.

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