WDR27 Antibody is utilized in diverse experimental settings, with validated applications and performance metrics:
Epitope Mapping: N-terminal antibodies (e.g., ABIN955547) exhibit high specificity for WDR27’s regulatory domains, critical for scaffolding interactions .
Cross-Reactivity: Limited to human samples; no reported cross-reactivity with mouse or rat WDR27 (53% and 52% sequence identity, respectively) .
Structural Insights: Computational models of antibody repertoires highlight conserved VH:VL pairing and paratope charge optimization, relevant for WDR27-targeted antibodies .
Tissue Distribution: WDR27 is expressed in brain, kidney, liver, and epithelial tissues, with cytoplasmic/nuclear localization .
Interaction Partners: WDR27 associates with TCTE3 (dynein regulation), DACT2 (TGF-β signaling), and PHF10 (chromatin remodeling) .
Immune Dysfunction: De novo WDR27 mutations have been linked to mitochondrial deficiency, delayed gastric emptying, and congenital anomalies in a UDN participant .
Cancer Research: WDR27’s role in epithelial-mesenchymal transition (via DACT2 interactions) suggests utility in studying metastasis .
WDR27 is a member of the WD repeat domain-containing protein family. It is encoded by the WDR27 gene (NCBI Gene ID: 253769) and is classified under the "WD repeat domain containing (WDR)" HGNC family . The protein (WDR27_HUMAN) contains characteristic WD repeats, which are structural motifs typically associated with protein-protein interactions and often involved in forming multi-protein complexes. According to the Harmonizome database, WDR27 has approximately 3,488 functional associations with biological entities spanning 8 categories, suggesting diverse potential roles in cellular processes . Expression analysis indicates variable presence across different tissues, with notable expression patterns in brain tissues as documented in the Allen Brain Atlas datasets .
For researchers studying WDR27, it's important to recognize that while the protein has numerous predicted functional associations, detailed characterization of its specific cellular roles remains an active area of investigation. When designing experiments to study WDR27, consider evaluating expression in multiple tissue types and potential interaction partners based on the functional association data.
Several types of WDR27 antibodies are available for research purposes, targeting different epitopes and offering various conjugates for specific applications. Based on available catalog information, these include:
N-terminal targeting antibodies:
C-terminal targeting antibodies:
Available formats include:
The majority of available WDR27 antibodies are rabbit polyclonal antibodies showing human reactivity, though mouse monoclonal options (e.g., clone 3C5) are also available for specific applications . When selecting a WDR27 antibody, researchers should consider not only the target epitope but also the host species, clonality, and conjugation status based on their intended application.
Validation of WDR27 antibody specificity requires a multi-faceted approach to ensure reliable experimental results. Consider implementing the following methodological steps:
Western blot analysis: Perform western blotting with the antibody on lysates from tissues/cells known to express WDR27. Look for a single band at the expected molecular weight (~101 kDa for human WDR27).
Negative controls: Test the antibody on cells/tissues that do not express WDR27 or on WDR27-knockout samples. This serves as a control for target specificity of the primary antibody .
Peptide competition assay: Pre-incubate the antibody with the immunizing peptide (for WDR27 N-terminal antibodies, this would be the synthetic peptide from AA 235-264 region) before application to the sample . Signal reduction confirms epitope specificity.
Isotype controls: Use an antibody of the same class as the WDR27 antibody but with no specific target in your experimental system. This helps assess background staining due to Fc receptor binding .
Secondary antibody controls: For indirect detection methods, include samples treated with only the labeled secondary antibody to evaluate non-specific binding .
Cross-reactivity assessment: If studying WDR27 in a non-human system, verify whether the antibody cross-reacts with the orthologous protein in that species, as many available WDR27 antibodies are specifically tested for human reactivity .
Remember that antibodies successfully tested in one application (e.g., Western blotting) may not perform equally well in other applications such as flow cytometry or immunohistochemistry .
When designing flow cytometry experiments with WDR27 antibodies, consider these methodological guidelines:
Epitope accessibility assessment: Determine whether your WDR27 antibody recognizes an intracellular or extracellular epitope. Based on epitope mapping data for available WDR27 antibodies, many target N-terminal regions (AA 228-264) . If the epitope is intracellular, cell fixation and permeabilization will be necessary.
Sample preparation:
Maintain cell viability above 90% to reduce background caused by dead cells
Use appropriate cell numbers (10^5-10^6 cells) to avoid clogging the flow cell and ensure good resolution
Keep all preparations on ice to prevent internalization of membrane antigens
Consider using PBS with 0.1% sodium azide to prevent antigen internalization
Essential controls:
Blocking strategy:
Fluorophore selection: Choose fluorophores that minimize spectral overlap if performing multicolor analysis. Available conjugated WDR27 antibodies include FITC, APC, and Biotin versions which can be detected with appropriate streptavidin conjugates .
When analyzing results, carefully gate to exclude doublets and dead cells, and compare signal intensities against all control populations to accurately identify WDR27-positive cells.
Western blotting with WDR27 antibodies requires attention to several critical parameters to achieve optimal results:
Sample preparation:
Extract proteins using lysis buffers containing protease inhibitors to prevent degradation
Determine appropriate protein loading (typically 20-50 μg total protein per lane)
Include positive control samples with known WDR27 expression
Antibody selection:
Choose antibodies validated specifically for Western blotting applications. Several available WDR27 antibodies have been validated for WB, including those targeting AA 235-264 (N-term) and AA 1-266 regions
Consider polyclonal antibodies for higher sensitivity or monoclonal antibodies for greater specificity
Blocking and dilution optimization:
Test different blocking agents (5% non-fat dry milk, 5% BSA) to reduce background
Optimize primary antibody dilution; start with manufacturer's recommendation (typically 1:500-1:2000)
Incubate primary antibody at 4°C overnight for improved signal-to-noise ratio
Detection strategy:
Validation controls:
Include molecular weight markers to confirm target band size
Use isotype control antibodies to assess non-specific binding
Consider peptide competition controls to confirm signal specificity
When troubleshooting, systematically adjust antibody concentration, incubation time, washing stringency, and blocking conditions to optimize signal-to-noise ratio. If multiple bands appear, evaluate whether they represent different isoforms, post-translational modifications, or non-specific binding.
Optimizing immunohistochemistry (IHC) protocols for WDR27 detection requires methodical refinement of several parameters:
Tissue preparation and antigen retrieval:
Test both formalin-fixed paraffin-embedded (FFPE) and frozen sections
Evaluate multiple antigen retrieval methods (heat-induced epitope retrieval with citrate buffer pH 6.0 or EDTA buffer pH 8.0)
Optimize retrieval time (typically 10-30 minutes) to balance epitope exposure and tissue integrity
Antibody selection and validation:
Signal amplification optimization:
Compare direct detection (using conjugated antibodies) versus indirect detection systems
If signal strength is insufficient, consider employing polymer-based or tyramide signal amplification systems
For fluorescent detection, available FITC-conjugated and APC-conjugated WDR27 antibodies may be utilized
Background reduction strategies:
Block endogenous peroxidase activity (for HRP-based detection systems)
Use appropriate blocking serum (10% normal serum from secondary antibody host species)
Include 0.1-0.3% Triton X-100 in antibody diluent if intracellular staining is required
Optimize antibody concentration through titration experiments
Controls and validation:
Include isotype controls to assess non-specific binding
Perform secondary antibody-only controls
Consider peptide competition assays using the immunizing peptide
Use serial sections for comparison of staining patterns
When analyzing results, evaluate not only staining intensity but also subcellular localization and distribution patterns within different tissue compartments. Document both positive and negative regions within the same section to demonstrate specificity.
Accurate quantification of WDR27 protein expression requires rigorous methodological approaches:
Western blot densitometry:
Use appropriate normalization controls (GAPDH, β-actin, or total protein staining)
Ensure linearity of detection by testing a range of protein loadings
Use biological and technical replicates (minimum n=3)
Employ software analysis tools (ImageJ, Image Studio Lite) for consistent quantification
Report relative expression as normalized integrated density values
Flow cytometry quantification:
Use antibodies validated for flow cytometry applications, such as the available FITC, APC, or biotin-conjugated WDR27 antibodies
Report data as mean/median fluorescence intensity (MFI) rather than percent positive
Use calibration beads to convert arbitrary fluorescence units to antibody binding capacity
Include quantitative standards with known numbers of target molecules per cell
Immunohistochemistry quantification:
Employ digital image analysis with consistent acquisition parameters
Use H-score method (intensity × percentage of positive cells) or Allred scoring
Consider automated image analysis software for objective quantification
Include multiple fields/regions per sample to account for heterogeneity
ELISA-based quantification:
Develop sandwich ELISA using WDR27 antibodies recognizing distinct epitopes
Include standard curves with recombinant WDR27 protein
Validate using spike-recovery experiments
Correlative approach:
For any quantification method, statistical analysis should include appropriate tests for the experimental design and data distribution, with clear reporting of variability metrics (standard deviation or standard error) and significance testing.
When faced with contradictory results using different WDR27 antibodies, implement a systematic analytical approach:
Epitope comparison analysis:
Validation strategy comparison:
Assess the validation methods used for each antibody
Verify antibody specificity using peptide competition assays
Test antibodies on samples with confirmed presence/absence of WDR27 (knockout controls)
Methodological reconciliation:
Determine if discrepancies are application-specific (e.g., Western blot vs. IHC)
Standardize protocols across antibodies to eliminate method-based variations
Consider fixation, permeabilization, and antigen retrieval effects on epitope accessibility
Antibody characteristics analysis:
Compare antibody formats (polyclonal vs. monoclonal)
Evaluate different conjugates and their potential impact on detection sensitivity
Consider host species effects on background and specificity
Confirmatory approaches:
Use orthogonal methods to verify results (e.g., mass spectrometry)
Employ genetic approaches (siRNA knockdown, CRISPR/Cas9 knockout) to validate specificity
Consider epitope tagging of WDR27 to provide an alternative detection method
When reporting contradictory results, clearly document all antibodies used (including catalog numbers, clones, and epitopes), experimental conditions, and possible explanations for observed discrepancies. This transparency facilitates both data interpretation and reproducibility in the broader research community.
When analyzing WDR27 expression across different tissues or experimental conditions, employ appropriate statistical methodologies:
Descriptive statistics and visualization:
Comparative statistical tests:
For two-group comparisons: t-test (parametric) or Mann-Whitney U test (non-parametric)
For multiple group comparisons: ANOVA with post-hoc tests (parametric) or Kruskal-Wallis with Dunn's test (non-parametric)
For paired samples: paired t-test or Wilcoxon signed-rank test
Always verify assumptions of normality and homogeneity of variance
Correlation and regression analyses:
Pearson or Spearman correlation to assess relationships between WDR27 and other molecules
Linear regression to model predictive relationships
Multivariate analyses to account for confounding variables
Advanced statistical approaches:
Linear mixed models for repeated measures designs
Principal component analysis for dimensionality reduction in multi-parameter datasets
Cluster analysis to identify patterns of co-expression with WDR27
Gene Set Enrichment Analysis (GSEA) when analyzing WDR27 in transcriptomic contexts
Statistical considerations for antibody-based quantification:
Implement normalization strategies to account for technical variability
Use appropriate transformations (log, square root) if data violate normality assumptions
Calculate coefficients of variation to assess measurement reliability
Determine sample size requirements through power analysis
For all statistical analyses, report effect sizes alongside p-values, use appropriate multiple comparison corrections (e.g., Bonferroni, FDR), and clearly state statistical software and versions used. When analyzing WDR27 expression across brain regions, consider referencing standardized brain atlases to normalize anatomical comparisons .
WDR27 antibodies can be strategically employed in protein-protein interaction studies using these methodological approaches:
Co-immunoprecipitation (Co-IP):
Use WDR27 antibodies targeting different epitopes (N-terminal AA 235-264 or C-terminal AA 501-730) to pull down WDR27 and associated protein complexes
Verify antibody suitability for immunoprecipitation applications
Optimize antibody concentration and binding conditions
Analyze co-precipitated proteins by mass spectrometry or Western blotting
Validate interactions with reciprocal Co-IP experiments
Proximity ligation assay (PLA):
Combine WDR27 antibodies with antibodies against suspected interaction partners
Ensure antibodies are from different host species to enable species-specific secondary antibody detection
Optimize fixation and permeabilization to maintain protein complex integrity
Quantify interaction signals as fluorescent puncta per cell
Immunofluorescence co-localization:
Utilize available WDR27 antibodies validated for immunofluorescence applications
Perform multi-color immunofluorescence with antibodies against potential interacting proteins
Apply quantitative co-localization analysis (Pearson's correlation, Manders' coefficients)
Employ super-resolution microscopy for enhanced spatial resolution of co-localization
FRET/BRET approaches:
Label WDR27 antibodies with appropriate fluorophores for FRET applications
Use fluorescently labeled antibody fragments (Fab) to minimize steric hindrance
Calculate energy transfer efficiency to assess molecular proximity
Include appropriate controls for spectral bleed-through
Cross-linking strategies:
Perform in situ cross-linking before immunoprecipitation with WDR27 antibodies
Optimize cross-linker concentration and reaction time
Use mass spectrometry to identify covalently linked interaction partners
When interpreting results, consider that WDR27, as a WD repeat domain-containing protein, likely participates in multiple protein-protein interactions. Cross-validate key interactions using orthogonal methods and consider the functional significance of interactions in the context of the 3,488 predicted functional associations reported in the Harmonizome database .
Detecting post-translational modifications (PTMs) of WDR27 presents unique challenges requiring specialized approaches:
PTM-specific antibody development:
Generate phospho-specific, acetyl-specific, or other PTM-specific antibodies against WDR27
Validate specificity using synthetic phosphopeptides or acetylated peptides
Employ PTM-specific antibodies in conjunction with total-WDR27 antibodies to determine modification stoichiometry
Enrichment strategies:
Use phosphopeptide enrichment (TiO2, IMAC) prior to mass spectrometry analysis
Apply ubiquitinated protein enrichment using tandem ubiquitin binding entities (TUBEs)
Employ acetylated protein enrichment with anti-acetyllysine antibodies
Combine enrichment with WDR27 immunoprecipitation using available antibodies
Mass spectrometry approaches:
Implement parallel reaction monitoring (PRM) for targeted PTM detection
Use neutral loss scanning to detect specific modifications (e.g., phosphorylation)
Apply electron transfer dissociation (ETD) fragmentation to preserve labile modifications
Develop multiple reaction monitoring (MRM) assays for quantitative PTM analysis
Cellular perturbation strategies:
Treat cells with phosphatase inhibitors to preserve phosphorylation
Use deacetylase inhibitors to enhance acetylation detection
Apply proteasome inhibitors to stabilize ubiquitinated forms
Implement stimulus-dependent time-course analyses to capture dynamic modifications
Integrated computational approaches:
Perform in silico prediction of potential PTM sites on WDR27
Develop targeted mass spectrometry methods based on predicted sites
Use publicly available PTM databases to guide experimental design
Implement PTM site localization algorithms for ambiguous mass spectrometry data
When reporting PTM findings, specify the exact modified residue(s), provide evidence for site localization confidence, and discuss the potential functional significance of the modification in the context of WDR27's 3,488 functional associations . Consider how PTMs might regulate WDR27's involvement in protein complexes or signaling pathways.
WDR27 antibodies can be strategically integrated into high-throughput screening (HTS) methodologies through these approaches:
Antibody microarray development:
Immobilize WDR27 antibodies targeting different epitopes onto microarray surfaces
Optimize surface chemistry and antibody density for maximum sensitivity
Develop standardized protocols for sample preparation and detection
Implement appropriate positive and negative controls within the array design
Analyze data using specialized microarray software with normalization algorithms
High-content imaging screens:
Utilize fluorescently labeled WDR27 antibodies (FITC or APC conjugates)
Develop automated image acquisition protocols for multi-well plates
Implement machine learning algorithms for image segmentation and feature extraction
Quantify subcellular localization, expression levels, and co-localization patterns
Scale analyses across multiple experimental conditions or genetic perturbations
Flow cytometry-based HTS:
Apply WDR27 antibodies validated for flow cytometry in multi-parameter panels
Optimize sample preparation for high-throughput formats (96 or 384-well plates)
Implement barcoding strategies for sample multiplexing
Develop automated gating strategies for consistent analysis
Integrate with cell sorting capabilities for phenotypic follow-up studies
Functional antibody screening:
Integrated multi-omic approaches:
Combine WDR27 antibody-based protein quantification with transcriptomic profiling
Correlate protein expression with functional outcomes across large sample cohorts
Implement bioinformatic pipelines for integrated data analysis
Validate key findings with targeted follow-up experiments
When designing and implementing HTS approaches with WDR27 antibodies, establish robust quality control metrics, include appropriate statistical methods for hit identification and validation, and develop clear criteria for distinguishing true positives from artifacts. Consider the biological context of WDR27's functional associations when interpreting screening results .
When encountering weak or absent WDR27 signal in immunoassays, implement these systematic troubleshooting strategies:
Antibody-focused approaches:
Verify antibody viability through positive control experiments
Test multiple WDR27 antibodies targeting different epitopes (N-terminal vs. C-terminal)
Optimize antibody concentration through serial dilution experiments
Consider antibody storage conditions and potential degradation
Evaluate lot-to-lot variability if using the same antibody clone/catalog number
Sample preparation optimization:
Ensure efficient protein extraction with appropriate lysis buffers
Include protease inhibitors to prevent degradation during sample processing
Test multiple fixation methods for immunohistochemistry or immunofluorescence
Optimize antigen retrieval conditions (buffer composition, pH, duration, temperature)
Verify sample integrity through detection of abundant housekeeping proteins
Detection system enhancement:
Implement signal amplification methods (tyramide signal amplification, polymer-based detection)
Increase sensitivity through extended substrate incubation (for colorimetric detection)
Optimize exposure settings for Western blot imaging
Use more sensitive detection reagents (e.g., chemiluminescent substrates with higher sensitivity)
Consider switching from colorimetric to fluorescent or chemiluminescent detection
Protocol modifications:
Extend primary antibody incubation time (overnight at 4°C instead of 1-2 hours)
Reduce washing stringency to preserve weak signals
Optimize blocking conditions to improve signal-to-noise ratio
Modify antibody diluent composition (adding BSA, non-fat dry milk, or detergents)
Consider carrier proteins to stabilize dilute antibody solutions
Target accessibility assessment:
Evaluate whether the epitope might be masked by protein-protein interactions
Test different detergent concentrations in buffers to improve membrane protein solubilization
Consider native versus denaturing conditions for Western blotting
Test reduced versus non-reduced conditions for proteins with disulfide bonds
Verify target expression in the specific sample type through orthogonal methods
When implementing these strategies, modify one variable at a time and document all protocol changes systematically. This methodical approach facilitates identification of the critical parameters affecting WDR27 detection in your specific experimental system.
Addressing background issues when using WDR27 antibodies requires application-specific strategies:
Western blotting background reduction:
Optimize blocking conditions (test 5% non-fat dry milk vs. 5% BSA)
Increase washing duration and frequency with fresh buffer
Dilute primary antibody in blocking buffer containing 0.1% Tween-20
Reduce secondary antibody concentration
Consider switching membrane type (PVDF vs. nitrocellulose)
Implement gradient SDS-PAGE to improve separation of similarly sized proteins
Immunohistochemistry/Immunofluorescence optimization:
Block endogenous peroxidase activity with hydrogen peroxide (for HRP-based detection)
Implement avidin/biotin blocking for biotin-based detection systems
Include 0.1-0.3% Triton X-100 in washing buffers to reduce non-specific binding
Apply Fc receptor blocking reagents before primary antibody incubation
Use species-specific secondary antibodies with minimal cross-reactivity
Include serum from the same species as the tissue being stained in blocking solution
Flow cytometry background reduction:
Perform viability staining to exclude dead cells that cause autofluorescence
Use blocking with 10% serum from the secondary antibody host species
Include 0.1% sodium azide in buffers to prevent receptor internalization
Optimize compensation settings for multicolor experiments
Match fluorophore brightness to target abundance (brighter fluorophores for low-abundance targets)
General strategies across applications:
Use isotype control antibodies to assess non-specific binding
Perform secondary antibody-only controls to evaluate background from secondary reagents
Include unstained controls to establish baseline autofluorescence
Test different antibody concentrations to optimize signal-to-noise ratio
Consider purification method of the antibody (Protein A/G purification vs. affinity purification)
Sample-specific considerations:
Evaluate potential cross-reactivity with closely related proteins
Pre-adsorb antibodies with tissue homogenates from non-expressing tissues
Consider tissue-specific autofluorescence quenching methods (Sudan Black B, CuSO4)
Verify antibody specificity in multiple sample types
When reporting results, always include appropriate controls and clearly describe background reduction strategies implemented. This transparency enhances reproducibility and allows others to adapt protocols for their specific experimental systems.
Epitope differences between WDR27 antibodies can significantly impact experimental outcomes, requiring careful consideration:
Epitope accessibility variations:
N-terminal WDR27 antibodies (AA 235-264 or AA 228-256) may detect different conformational states than C-terminal antibodies (AA 501-730)
Certain epitopes may be masked by protein-protein interactions in native conditions
Different fixation methods can differentially affect epitope preservation and accessibility
Membrane-proximal epitopes may be less accessible in certain applications
Post-translational modifications may block antibody binding to specific epitopes
Application-specific considerations:
For Western blotting: Denaturing conditions may expose normally hidden epitopes
For immunoprecipitation: Epitopes involved in protein-protein interactions may be inaccessible
For flow cytometry: Cell surface versus intracellular epitopes require different sample preparation
For immunohistochemistry: Epitope accessibility depends on fixation and antigen retrieval methods
Experimental design strategies:
Use multiple antibodies recognizing different WDR27 epitopes in parallel experiments
Create an epitope mapping table documenting antibody performance across applications
Consider epitope locations relative to functional domains of WDR27
Evaluate conformational versus linear epitope recognition characteristics
Test both reducing and non-reducing conditions if disulfide bonds are present
Data interpretation framework:
Develop a consensus model from results with multiple antibodies
Weight evidence based on antibody validation quality
Consider how epitope location might bias detection of specific protein forms
Document epitope information when reporting experimental results
Relate observed differences to potential biological phenomena versus technical artifacts
Advanced analytical approaches:
Use epitope binning assays to classify antibodies by their binding regions
Implement competitive binding experiments to verify epitope distinctness
Employ hydrogen-deuterium exchange mass spectrometry to map epitopes precisely
Apply in silico modeling to predict epitope accessibility in different protein conformations
When selecting WDR27 antibodies, consider creating a comprehensive epitope map of available antibodies and their validated applications. This strategic approach facilitates experimental design and aids in reconciling potentially discrepant results arising from epitope-dependent detection variations.