KBTBD7 Antibody, Biotin conjugated

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Description

Structure and Function of KBTBD7 Antibodies

KBTBD7 antibodies target the Kelch and BTB domains of the protein, which facilitate interactions with substrates like TIAM1 and PTEN . Biotin conjugation introduces a biotin molecule to the antibody, enabling high-affinity binding to streptavidin/avidin systems for signal amplification .

Key Features:

  • Immunogen: Typically raised against recombinant fragments of human KBTBD7 (e.g., amino acids 450–C-terminus) .

  • Host Species: Rabbit (polyclonal) or mouse (monoclonal) .

  • Applications: Western blot (WB), immunohistochemistry (IHC), and immunofluorescence (IF) .

Biotin Conjugation Mechanism

Biotinylated KBTBD7 antibodies leverage the biotin-streptavidin interaction (Kd ≈ 10⁻¹⁴–10⁻¹⁵ M) to enhance detection sensitivity . This system allows:

  • Signal Amplification: Streptavidin-enzyme conjugates (e.g., HRP, AP) bind multiple biotins, increasing assay sensitivity .

  • Multiplexing: A single biotinylated antibody can pair with diverse streptavidin-linked fluorophores or enzymes .

Role in Cancer Biology

KBTBD7 promotes non-small cell lung cancer (NSCLC) progression by degrading PTEN, activating EGFR/PI3K/AKT signaling, and upregulating metastasis-related proteins (e.g., MMP-9, ZEB-1) .

Table 1: KBTBD7-Associated Pathways in NSCLC

Target ProteinEffect of KBTBD7 KnockdownFunctional Outcome
PTENReduced ubiquitinationTumor suppression
EGFR/p-AKTDecreased phosphorylationInhibited proliferation
MMP-9DownregulatedReduced invasion

Data source:

Technical Validation

  • Western Blot: Detects KBTBD7 at ~77 kDa in human cell lines (HL-60, A549) .

  • IHC: Strong cytoplasmic staining in NSCLC tissues compared to normal samples .

Table 2: Antibody Performance

ApplicationCell Line/TissueDilutionResult
WBA549, HEK-293T1:1000Clear 77 kDa band
IHC-PHuman brain/testis1:100Specific cytoplasmic staining

Advantages of Biotin Conjugation

  • Enhanced Sensitivity: Low-abundance KBTBD7 detection in complex samples .

  • Compatibility: Adaptable to ELISA, flow cytometry, and automated platforms .

  • Safety: Biotinylated reagents avoid direct enzyme conjugation, preserving antibody stability .

Limitations and Considerations

  • Biotin Interference: Endogenous biotin in tissues (e.g., liver, kidney) may cause false positives .

  • Species Cross-Reactivity: Most antibodies validated for human samples; limited data for other species .

Future Directions

Biotin-conjugated KBTBD7 antibodies could enable novel studies, such as:

  • Single-Cell Analysis: Multiplexed profiling of KBTBD7 with other biomarkers.

  • Therapeutic Targeting: Screening for inhibitors of KBTBD7-mediated PTEN degradation .

Product Specs

Buffer
**Preservative:** 0.03% Proclin 300
**Constituents:** 50% Glycerol, 0.01M PBS, pH 7.4
Form
Liquid
Lead Time
Typically, we can ship the products within 1-3 business days after receiving your order. Delivery times may vary depending on the purchase method or location. For specific delivery timelines, please consult your local distributors.
Synonyms
Kelch repeat and BTB domain-containing protein 7, KBTBD7
Target Names
KBTBD7
Uniprot No.

Target Background

Function
The KBTBD7 Antibody, Biotin conjugated, is a crucial component of the CUL3(KBTBD6/7) E3 ubiquitin ligase complex. This complex serves as a substrate adapter for the RAC1 guanine exchange factor (GEF) TIAM1, mediating its 'Lys-48' ubiquitination and subsequent proteasomal degradation. By regulating this ubiquitination process, the antibody influences RAC1 signal transduction and downstream biological processes such as cytoskeleton organization, cell migration, and cell proliferation. Notably, ubiquitination of TIAM1 requires the membrane-associated protein GABARAP, potentially restricting the activity of the complex to specific cellular locations.
Gene References Into Functions
  1. KBTBD6 and KBTBD7 exhibit specific binding affinity for GABARAP proteins. The interaction between these proteins results in the formation of a heterodimeric CRL3 complex. PMID: 25684205
  2. KBTBD7 proteins may function as a novel transcriptional activator in the mitogen-activated protein kinase (MAPK) signaling pathway. PMID: 20132730
Database Links

HGNC: 25266

OMIM: 617739

KEGG: hsa:84078

STRING: 9606.ENSP00000368797

UniGene: Hs.594902

Subcellular Location
Cytoplasm. Nucleus.

Q&A

What is KBTBD7 protein and what cellular functions does it serve?

KBTBD7 (Kelch repeat and BTB domain containing 7) functions as a substrate-specific adaptor of the Cullin-3 (Cul3) E3 ubiquitin-protein ligase complex. It plays crucial roles in the ubiquitination and subsequent degradation of specific target proteins, thereby regulating various cellular processes including cell cycle progression, signal transduction, and gene expression . Research has demonstrated KBTBD7's involvement in forming complexes with KBTBD6 and CUL3, which regulates the ubiquitylation and degradation of TIAM1, a known regulator of RAC1 . Additionally, KBTBD7 has been identified as a transcriptional activator capable of enhancing the transcription of activator protein-1 and serum response element .

Why use biotin-conjugated antibodies in KBTBD7 research?

Biotin-conjugated antibodies offer significant advantages in KBTBD7 research due to the extraordinary affinity between biotin and avidin/streptavidin (Kd ~10^-15 M), which is approximately 10^3 to 10^6 times stronger than typical antibody-antigen interactions . This system provides enhanced signal amplification, improved detection sensitivity, and greater experimental stability compared to direct detection methods. When studying KBTBD7's involvement in cancers like non-small cell lung carcinoma or investigating its molecular interactions in ubiquitination pathways, biotin-conjugated antibodies enable researchers to detect low expression levels and perform multiple labeling experiments with minimal cross-reactivity . The avidin-biotin system also facilitates more complex experimental designs due to its modularity and flexibility in detection systems.

What are the structural characteristics of KBTBD7 that researchers should consider when selecting antibodies?

When selecting antibodies for KBTBD7 research, researchers should consider that KBTBD7 is a 77 kDa protein with specific structural domains that influence its function and detection . Important considerations include:

  • The presence of Kelch repeats and BTB (Broad-Complex, Tramtrack, and Bric-a-brac) domains, which are critical for protein-protein interactions and substrate recognition

  • Cellular localization in both cytosol and nucleus, requiring antibodies that maintain reactivity in different cellular compartments

  • Sequence-specific epitopes, particularly in the region corresponding to amino acids 475-684 of human KBTBD7 (NP_115514.2), which has proven effective for antibody generation

  • Species cross-reactivity (human, mouse, and rat) for comparative studies

Understanding these structural characteristics helps ensure selection of appropriate antibodies that will recognize the relevant epitopes under your experimental conditions.

What are the optimal protocols for using biotin-conjugated KBTBD7 antibodies in Western blot applications?

For Western blot applications using biotin-conjugated KBTBD7 antibodies, follow this optimized protocol:

  • Sample preparation: Extract proteins from your cells/tissues using RIPA buffer supplemented with protease inhibitors. For KBTBD7 detection, include phosphatase inhibitors to preserve potential post-translational modifications.

  • Protein quantification and loading: Load 20-50 μg of protein per lane. Include positive control samples such as lysates from MCF7, HL-60, A-549, 293T cells, or mouse/rat brain and kidney tissues, where KBTBD7 expression has been confirmed .

  • Electrophoresis and transfer: Use standard SDS-PAGE with 8-10% gels (optimal for the 77 kDa KBTBD7 protein), followed by transfer to PVDF membranes.

  • Blocking: Block the membrane with 5% non-fat dry milk or BSA in TBST for 1 hour at room temperature.

  • Primary antibody incubation: Dilute the biotin-conjugated KBTBD7 antibody at 1:500-1:2000 in blocking buffer, as recommended for Western blot applications . Incubate overnight at 4°C with gentle rocking.

  • Detection system: For detection of biotin-conjugated antibodies, use:

    • Streptavidin-HRP (1:5000-1:10000 dilution) for 1 hour at room temperature

    • Alternative: Neutravidin-based detection systems for reduced non-specific binding compared to avidin

  • Visualization: Develop using enhanced chemiluminescence and expect to observe a band at approximately 77 kDa, which is the calculated and observed molecular weight of KBTBD7 .

For troubleshooting, adjusting the antibody dilution within the recommended range (1:500-1:2000) can help optimize signal-to-noise ratio based on your specific samples.

How can researchers effectively use biotin-conjugated KBTBD7 antibodies in immunohistochemistry studies?

When using biotin-conjugated KBTBD7 antibodies for immunohistochemistry (IHC), researchers should implement the following protocol for optimal results:

  • Tissue preparation: Fix tissues in 10% neutral buffered formalin and embed in paraffin. Cut sections at 4-6 μm thickness and mount on positively charged slides.

  • Antigen retrieval: Perform heat-induced epitope retrieval using citrate buffer (pH 6.0) or EDTA buffer (pH 9.0). Test both to determine which provides optimal staining for KBTBD7.

  • Blocking endogenous biotin: This is a critical step when using biotin-conjugated antibodies. Block endogenous biotin using a commercial avidin/biotin blocking kit before applying the primary antibody to reduce background.

  • Primary antibody incubation: Apply biotin-conjugated KBTBD7 antibody at an optimized dilution (start with 1:100-1:200 and adjust as needed). Incubate overnight at 4°C in a humidified chamber.

  • Detection system: Use streptavidin-HRP or avidin-HRP conjugates, followed by DAB substrate for visualization. For fluorescent detection, streptavidin-conjugated fluorophores are recommended.

  • Counterstaining: Use hematoxylin for brightfield or DAPI for fluorescence microscopy.

  • Controls: Include both positive controls (tissues known to express KBTBD7, such as lung cancer tissues ) and negative controls (primary antibody omission and isotype controls).

When evaluating KBTBD7 expression in tissues, researchers should note its dual localization in both cytosol and nucleus and compare expression levels between test samples and controls. For lung cancer studies, compare KBTBD7 expression in tumor tissues versus peritumoral normal specimens, as KBTBD7 has been reported to be highly expressed in non-small cell lung cancer tissues .

What are the most effective methodologies for immunoprecipitation using biotin-conjugated KBTBD7 antibodies?

For immunoprecipitation (IP) experiments using biotin-conjugated KBTBD7 antibodies, implement the following methodological approach:

  • Cell lysis: Lyse cells in a non-denaturing buffer (e.g., 50 mM Tris-HCl pH 7.5, 150 mM NaCl, 1% NP-40, 0.5% sodium deoxycholate with protease inhibitors) to preserve protein-protein interactions, especially important when studying KBTBD7's role in E3 ubiquitin-protein ligase complexes.

  • Pre-clearing: Pre-clear the lysate with Protein A/G beads to reduce non-specific binding.

  • Antibody-bead preparation: For biotin-conjugated antibodies, use streptavidin-coated magnetic beads rather than Protein A/G beads. Pre-incubate the biotin-conjugated KBTBD7 antibody with streptavidin beads (30-60 minutes at room temperature) to create the capture complex.

  • Immunoprecipitation: Incubate the pre-cleared lysate with the antibody-bead complex overnight at 4°C with gentle rotation.

  • Washing: Perform 4-5 stringent washes with lysis buffer to remove non-specifically bound proteins while preserving the KBTBD7 complex.

  • Elution strategies:

    • For analysis of interacting partners: Elute with SDS sample buffer and heat at 95°C for 5 minutes

    • For native complex isolation: Consider using desthiobiotin as a gentle competitor for biotin, which can be displaced from avidin with biotin if needed

  • Analysis: Analyze the immunoprecipitated complex by Western blotting to detect KBTBD7 (77 kDa) and potential interacting proteins like CUL3, KBTBD6, or ubiquitinated substrates.

This approach is particularly valuable for studying KBTBD7's role in the Cullin-3 E3 ubiquitin-protein ligase complex and investigating its interactions with substrates that may be relevant to its function in cancer progression .

How can researchers troubleshoot high background issues when using biotin-conjugated KBTBD7 antibodies?

When encountering high background with biotin-conjugated KBTBD7 antibodies, implement these structured troubleshooting approaches:

  • Endogenous biotin interference:

    • Problem: Tissues and cells naturally contain biotin, which can interact with detection reagents

    • Solution: Implement stringent avidin/biotin blocking steps prior to primary antibody application. Use commercial kits designed specifically for this purpose, applying avidin first (to block endogenous biotin) followed by biotin (to block remaining avidin binding sites)

  • Non-specific streptavidin/avidin binding:

    • Problem: Basic pI (~10) and glycosylation of avidin can lead to non-specific binding

    • Solution: Use deglycosylated forms like neutravidin or streptavidin, which have reduced non-specific interactions. Alternatively, add 0.1-0.5% BSA to washing buffers

  • Antibody concentration optimization:

    • Problem: Excess antibody concentration leading to non-specific binding

    • Solution: Perform a dilution series experiment (e.g., 1:500, 1:1000, 1:2000) to identify the optimal concentration that provides specific signal with minimal background

  • Buffer optimization:

    • Problem: Insufficient blocking or inappropriate buffer composition

    • Solution: Test different blocking agents (5% BSA, 5% non-fat milk, commercial blocking buffers) and include 0.1-0.3% Triton X-100 or Tween-20 in wash buffers to reduce hydrophobic interactions

  • Protocol-specific adjustments:

    • For IHC: Increase stringency of washes (more washes or higher detergent concentration)

    • For Western blots: Ensure complete blocking of membranes and consider using 0.05-0.1% SDS in antibody dilution buffer to reduce non-specific binding

By systematically addressing these potential issues, researchers can significantly improve signal-to-noise ratio when working with biotin-conjugated KBTBD7 antibodies.

What are effective strategies for optimizing signal detection when KBTBD7 is expressed at low levels?

When KBTBD7 is expressed at low levels, implement these methodical approaches to enhance detection sensitivity:

  • Signal amplification systems:

    • Employ tyramide signal amplification (TSA) systems, which can increase sensitivity by 10-100 fold

    • Utilize multi-layer detection: streptavidin-biotin pyramiding techniques where multiple layers of biotinylated streptavidin are used successively to build signal

  • Sample enrichment techniques:

    • Perform subcellular fractionation to concentrate KBTBD7 from cytosolic and nuclear fractions where it is known to localize

    • Use immunoprecipitation to concentrate KBTBD7 before detection by Western blot

  • Loading optimization for Western blots:

    • Increase protein loading (up to 80-100 μg per lane)

    • Use gradient gels (4-20%) for better resolution and concentration of target proteins

  • Enhanced detection reagents:

    • Use super-sensitive ECL substrates for Western blots

    • Employ quantum dots conjugated with streptavidin for fluorescence-based detection, which offers higher signal strength, photostability, and quantum yield compared to traditional fluorophores

  • Antibody incubation optimization:

    • Extend primary antibody incubation time (up to 48 hours at 4°C)

    • Implement protocol modifications such as using 50% glycerol in PBS buffer for antibody dilution, which can enhance antibody-epitope interactions

  • Positive controls:

    • Include samples known to express KBTBD7 at detectable levels, such as MCF7, HL-60, A-549, 293T cells, or mouse/rat brain and kidney tissues

    • For lung cancer studies, use NSCLC tissue samples where KBTBD7 has been shown to be highly expressed

These approaches leverage the high-affinity biotin-avidin interaction (Kd ~10^-15 M) to maximize detection sensitivity for low-abundance KBTBD7 proteins.

How can researchers validate the specificity of biotin-conjugated KBTBD7 antibodies in their experimental systems?

To rigorously validate the specificity of biotin-conjugated KBTBD7 antibodies, researchers should implement the following comprehensive validation protocol:

  • Knockdown/knockout controls:

    • Perform siRNA/shRNA knockdown or CRISPR-Cas9 knockout of KBTBD7 in your experimental system

    • Compare antibody staining/detection between wildtype and KBTBD7-depleted samples to confirm specificity

    • For NSCLC cell lines, where KBTBD7 is known to be well-expressed , this approach is particularly effective

  • Peptide competition assays:

    • Pre-incubate the antibody with excess immunizing peptide (the recombinant fusion protein containing amino acids 475-684 of human KBTBD7)

    • Run parallel experiments with and without peptide competition

    • Specific signals should be significantly reduced or eliminated in the competition sample

  • Multiple antibody validation:

    • Compare results using alternative KBTBD7 antibodies targeting different epitopes

    • Concordant results with multiple antibodies strongly support specificity

  • Molecular weight verification:

    • For Western blot applications, confirm detection of a single band at the expected molecular weight of 77 kDa

    • Presence of multiple unexpected bands may indicate non-specific binding

  • Cross-reactivity testing:

    • Test the antibody in systems where KBTBD7 is not expressed or in related species not within the antibody's specified reactivity range

    • Absence of signal in these systems supports specificity

  • Recombinant protein controls:

    • Use purified recombinant KBTBD7 protein as a positive control

    • Create dilution series to determine detection limits and linear range

  • Immunoprecipitation-mass spectrometry:

    • Perform IP with the biotin-conjugated KBTBD7 antibody followed by mass spectrometry

    • Confirm that KBTBD7 and known interacting partners (e.g., CUL3, KBTBD6) are among the identified proteins

This systematic validation approach ensures that experimental observations attributed to KBTBD7 are indeed specific and not due to antibody cross-reactivity with other proteins.

How can researchers effectively use biotin-conjugated KBTBD7 antibodies to study ubiquitination pathways?

To effectively use biotin-conjugated KBTBD7 antibodies for investigating ubiquitination pathways, researchers should implement the following advanced methodological approaches:

  • Co-immunoprecipitation studies:

    • Leverage the biotin-conjugated KBTBD7 antibody with streptavidin beads to pull down KBTBD7 complexes

    • Probe for CUL3, RING proteins, and other components of the E3 ubiquitin ligase complex

    • Identify novel substrates by analyzing co-precipitated proteins using mass spectrometry

    • Verify that KBTBD7 forms a complex with KBTBD6 and CUL3, which regulates the ubiquitylation and degradation of TIAM1

  • Sequential immunoprecipitation (Tandem IP):

    • First IP: Use biotin-conjugated KBTBD7 antibody with streptavidin beads

    • Elution: Use desthiobiotin for mild elution that preserves protein complexes

    • Second IP: Use antibodies against ubiquitin or specific ubiquitin linkages (K48, K63, etc.)

    • This approach enriches for ubiquitinated substrates specifically regulated by KBTBD7

  • In vitro ubiquitination assays:

    • Reconstitute the ubiquitination system using purified components

    • Include immunoprecipitated KBTBD7 complexes (using biotin-conjugated antibodies) as the source of E3 ligase

    • Add potential substrate proteins and detect ubiquitination by Western blot

  • Proteasome inhibition studies:

    • Treat cells with proteasome inhibitors (MG132, bortezomib)

    • Immunoprecipitate KBTBD7 using biotin-conjugated antibodies

    • Identify accumulated substrates that are normally degraded following KBTBD7-mediated ubiquitination

  • Proximity-dependent biotin identification (BioID):

    • Create a fusion protein of KBTBD7 with a promiscuous biotin ligase

    • Identify proteins in close proximity to KBTBD7, which may include E3 ligase components and substrates

    • Validate these interactions using biotin-conjugated KBTBD7 antibodies in traditional co-IP experiments

  • Ubiquitin chain topology analysis:

    • Immunoprecipitate KBTBD7 substrates

    • Use linkage-specific ubiquitin antibodies to determine the type of ubiquitin chains formed

    • Correlate chain type with substrate fate (e.g., K48 for degradation, K63 for signaling)

These approaches enable researchers to dissect the specific role of KBTBD7 in the ubiquitin-proteasome system and identify its contribution to cellular processes and disease states, particularly in cancers where KBTBD7 has been implicated .

What methodologies are recommended for investigating KBTBD7's role in cancer progression using biotin-conjugated antibodies?

To investigate KBTBD7's role in cancer progression, particularly in non-small cell lung carcinoma where it has been implicated , researchers should employ these systematic methodological approaches using biotin-conjugated antibodies:

  • Tissue microarray (TMA) analysis:

    • Create TMAs with paired tumor and adjacent normal tissues

    • Use biotin-conjugated KBTBD7 antibodies with streptavidin-HRP or fluorescent detection

    • Quantify expression differences and correlate with clinicopathological parameters

    • Evaluate correlation with histological type, P-TNM stage, lymph node metastasis, and tumor size as previously reported

  • Multi-parameter immunofluorescence:

    • Combine biotin-conjugated KBTBD7 antibodies with markers for:

      • Proliferation (Ki-67)

      • Invasion/metastasis (MMPs, EMT markers)

      • Cancer stem cell markers

    • Use spectral unmixing to analyze co-expression patterns

    • Determine spatial relationships between KBTBD7 expression and tumor microenvironment features

  • Functional validation in cellular models:

    • Perform KBTBD7 knockdown in cancer cell lines (especially NSCLC lines where it is well-expressed)

    • Assess effects on:

      • Proliferation (MTT/BrdU assays)

      • Invasion (Transwell/Matrigel assays)

      • Colony formation

      • Apoptosis resistance

    • Use biotin-conjugated KBTBD7 antibodies to confirm knockdown efficiency by immunofluorescence and Western blot

  • Substrate identification in cancer contexts:

    • Implement IP-mass spectrometry using biotin-conjugated KBTBD7 antibodies in cancer vs. normal cells

    • Validate cancer-specific substrates through co-IP and functional studies

    • Investigate whether these substrates contribute to oncogenic phenotypes

  • Animal model validation:

    • Generate xenograft models using KBTBD7-manipulated cancer cells

    • Use biotin-conjugated antibodies for immunohistochemical analysis of tumor sections

    • Correlate KBTBD7 expression with tumor growth, invasion, and metastasis

  • Therapeutic targeting assessment:

    • Test compounds that disrupt KBTBD7-substrate interactions

    • Monitor changes in substrate levels using biotin-conjugated KBTBD7 antibodies

    • Assess phenotypic consequences on cancer cell behavior

This comprehensive approach leverages the specificity and versatility of biotin-conjugated KBTBD7 antibodies to systematically dissect KBTBD7's contributions to cancer progression, potentially identifying new therapeutic targets or biomarkers.

How can researchers apply biotin-conjugated KBTBD7 antibodies in multiplex imaging systems for studying tissue expression patterns?

For applying biotin-conjugated KBTBD7 antibodies in advanced multiplex imaging systems, researchers should implement these methodological strategies:

  • Sequential multiplex immunofluorescence:

    • Apply biotin-conjugated KBTBD7 antibody with streptavidin-conjugated fluorophore

    • Image and record KBTBD7 localization

    • Strip/quench the signal using appropriate methods (e.g., antibody elution buffer or photobleaching)

    • Repeat with additional biotin-conjugated antibodies against other proteins of interest

    • Computational alignment and overlay of sequential images

    • This approach allows study of multiple proteins without cross-reactivity concerns

  • Spectral unmixing with quantum dots:

    • Use streptavidin-conjugated quantum dots with different emission spectra

    • Leverage quantum dots' outstanding photoluminescent properties and high signal strength

    • Apply multiple biotin-conjugated antibodies simultaneously (against KBTBD7 and other proteins)

    • Employ spectral imaging and computational unmixing to separate signals

    • This enables simultaneous visualization of multiple proteins with minimal bleed-through

  • Mass cytometry (CyTOF) adaptation:

    • Conjugate isotope-labeled streptavidin to bind biotin-conjugated KBTBD7 antibodies

    • Combine with additional metal-tagged antibodies against other proteins

    • Analyze using mass cytometry for highly multiplexed detection

    • This approach allows quantitative analysis of dozens of proteins simultaneously

  • Spatial transcriptomics integration:

    • Perform KBTBD7 protein detection using biotin-conjugated antibodies

    • Combine with RNA in situ hybridization for KBTBD7 and related genes

    • Correlate protein expression with transcript levels in the same tissue section

    • This provides insights into post-transcriptional regulation of KBTBD7

  • 3D tissue imaging:

    • Apply biotin-conjugated KBTBD7 antibodies to thick tissue sections or cleared tissues

    • Use streptavidin conjugated to far-red fluorophores for better tissue penetration

    • Employ confocal or light-sheet microscopy for 3D reconstruction

    • Analyze KBTBD7 distribution in relation to tissue architecture

  • Proximity ligation assay (PLA):

    • Combine biotin-conjugated KBTBD7 antibody with antibodies against potential interacting partners

    • Use streptavidin-conjugated DNA oligonucleotides for the PLA reaction

    • Visualize protein-protein interactions as fluorescent dots

    • Particularly useful for confirming KBTBD7's interactions with CUL3 and KBTBD6

These advanced imaging approaches enable researchers to comprehensively map KBTBD7 expression patterns in tissues, particularly in contexts such as lung cancer where KBTBD7 has been implicated in disease progression .

How should researchers interpret differences in KBTBD7 expression levels between normal and pathological tissues?

When interpreting differences in KBTBD7 expression between normal and pathological tissues, researchers should employ this structured analytical framework:

  • Quantitative assessment:

    • Implement standardized scoring systems (e.g., H-score, Allred score) for immunohistochemistry data

    • For Western blot data, normalize KBTBD7 signal to loading controls and calculate fold-changes

    • Perform statistical analysis appropriate for your experimental design and sample size

  • Subcellular localization analysis:

    • Evaluate both cytosolic and nuclear localization patterns of KBTBD7, as it is known to be present in both compartments

    • Determine if pathological conditions alter the nuclear/cytoplasmic distribution ratio

    • Changes in localization may indicate altered function independent of expression level changes

  • Correlation with clinical parameters:

    • Analyze KBTBD7 expression in relation to:

      • Histological type, TNM stage, lymph node metastasis, and tumor size, which have shown positive correlation with KBTBD7 expression in NSCLC

      • Patient survival data and treatment response

      • Other molecular markers (e.g., proliferation indices, EMT markers)

  • Functional context interpretation:

    • Consider KBTBD7's role as part of the Cullin-3 E3 ubiquitin-protein ligase complex

    • Evaluate whether expression changes correlate with alterations in known KBTBD7 substrates

    • Assess if expression changes are accompanied by changes in cellular processes regulated by KBTBD7 (cell cycle, signal transduction, gene expression)

  • Comparative analysis across different pathologies:

    • Compare KBTBD7 expression patterns across different cancer types or disease states

    • Determine if expression changes are universal or disease-specific

    • This may reveal context-dependent roles of KBTBD7

  • Integration with multi-omics data:

    • Correlate protein expression data with available transcriptomic data for KBTBD7

    • Analyze if expression changes are driven by transcriptional regulation or post-translational mechanisms

    • Integrate with mutation or copy number variation data if available

This framework ensures rigorous interpretation of KBTBD7 expression differences, particularly important when studying its role in cancer progression, where it has been shown to be highly expressed in NSCLC tissues compared to peritumoral normal specimens .

What statistical approaches are recommended for analyzing KBTBD7 expression data in relation to clinical outcomes?

When analyzing KBTBD7 expression data in relation to clinical outcomes, researchers should implement these statistical methodologies:

  • Survival analysis:

    • Kaplan-Meier survival curves: Stratify patients by KBTBD7 expression levels (high vs. low based on median or optimal cutoff)

    • Log-rank test to assess significance of survival differences

    • Cox proportional hazards regression for multivariate analysis, adjusting for confounding factors (age, stage, treatment)

    • Time-dependent ROC curve analysis to evaluate KBTBD7's predictive value for outcomes at different timepoints

  • Correlation with clinicopathological features:

    • Chi-square or Fisher's exact test for categorical variables (e.g., correlation between KBTBD7 expression and histological type, TNM stage, lymph node metastasis)

    • Student's t-test or Mann-Whitney U test for continuous variables

    • One-way ANOVA or Kruskal-Wallis test for comparing KBTBD7 expression across multiple groups

  • Regression modeling:

    • Logistic regression to assess KBTBD7 as a predictor of binary outcomes (e.g., metastasis, treatment response)

    • Linear regression for continuous outcomes

    • Include relevant covariates and test for interactions with KBTBD7 expression

  • Advanced multivariate approaches:

    • Principal component analysis (PCA) to reduce dimensionality when analyzing KBTBD7 alongside multiple markers

    • Cluster analysis to identify patient subgroups based on KBTBD7 and related proteins' expression patterns

    • Machine learning algorithms (Random Forest, Support Vector Machines) for predictive modeling

  • Meta-analysis techniques:

    • Forest plots to visualize effect sizes across multiple studies

    • Random-effects models to account for between-study heterogeneity

    • Funnel plots to assess publication bias

  • Sample size and power considerations:

    • A priori power analysis to determine required sample size

    • Post hoc power calculations to interpret negative findings

    • Multiple testing correction (e.g., Bonferroni, FDR) when performing numerous comparisons

  • Correlation with molecular markers:

    • Pearson or Spearman correlation to assess relationships between KBTBD7 expression and other continuous molecular variables

    • Network analysis to understand KBTBD7's position in broader molecular pathways

These statistical approaches provide a comprehensive framework for rigorously analyzing KBTBD7 expression data in relation to clinical outcomes, particularly in cancer settings where KBTBD7 has been implicated in disease progression .

How can researchers differentiate between normal KBTBD7 function and pathological alterations in experimental models?

To differentiate between normal KBTBD7 function and pathological alterations in experimental models, researchers should implement this systematic comparative approach:

  • Baseline characterization:

    • Establish normal expression patterns and levels of KBTBD7 across different tissues and cell types using biotin-conjugated antibodies

    • Determine physiological binding partners through co-immunoprecipitation under normal conditions

    • Map normal subcellular localization patterns (cytosol and nucleus)

    • Characterize normal ubiquitination targets and the consequences of their regulation

  • Threshold determination:

    • Conduct dose-response experiments by modulating KBTBD7 expression levels

    • Identify thresholds at which alterations in KBTBD7 levels trigger pathological changes

    • Determine if there is a linear relationship or if changes follow a threshold effect model

  • Temporal dynamics analysis:

    • Perform time-course experiments following KBTBD7 perturbation

    • Distinguish between immediate (likely direct) effects and delayed (likely secondary) consequences

    • Use inducible expression/knockdown systems to control the timing of KBTBD7 alterations

  • Substrate profiling differences:

    • Compare the repertoire of KBTBD7-bound proteins and ubiquitination targets in normal versus pathological states

    • Use quantitative proteomics to measure changes in substrate abundance and ubiquitination levels

    • Identify substrates that are uniquely regulated under pathological conditions

  • Pathway perturbation analysis:

    • Examine changes in signaling pathways regulated by KBTBD7

    • Assess whether pathological alterations involve the same pathways as normal function but with different magnitudes, or entirely different pathways

    • Use pathway inhibitors to determine which alterations are essential for pathological phenotypes

  • Rescue experiments:

    • In KBTBD7-overexpressing models, determine if reducing levels to normal restores physiological function

    • In genetic knockout models, assess if reintroduction of wild-type KBTBD7 versus mutant forms differentially rescues phenotypes

    • Evaluate if targeting downstream effectors can normalize cellular behavior despite KBTBD7 alterations

  • In vivo versus in vitro comparison:

    • Compare KBTBD7 function in cell culture models versus tissue contexts

    • Determine if microenvironmental factors influence the threshold at which KBTBD7 alterations become pathological

    • Use patient-derived xenografts or organoids to bridge the gap between in vitro studies and clinical observations

This systematic approach enables researchers to clearly distinguish between KBTBD7's normal physiological roles and its contributions to pathological processes, particularly in contexts like non-small cell lung carcinoma where KBTBD7 has been implicated in disease progression .

What are the emerging technologies that could enhance KBTBD7 research using biotin-conjugated antibodies?

Several cutting-edge technologies are poised to transform KBTBD7 research using biotin-conjugated antibodies:

  • Single-cell proteomics:

    • Mass cytometry (CyTOF) with isotope-labeled streptavidin for detecting biotin-conjugated KBTBD7 antibodies

    • Single-cell Western blotting to analyze KBTBD7 expression heterogeneity within populations

    • These approaches could reveal previously undetected subpopulations with distinct KBTBD7 expression patterns in tumors

  • Super-resolution microscopy:

    • STORM/PALM techniques using biotin-conjugated antibodies with specialized streptavidin-fluorophore conjugates

    • Expansion microscopy to physically enlarge specimens for improved visualization

    • These methods can resolve KBTBD7's precise subcellular localization and co-localization with interaction partners at nanometer resolution

  • Proximity labeling technologies:

    • TurboID or miniTurbo fusion proteins with KBTBD7 for rapid biotin labeling of proximal proteins

    • APEX2-based proximity labeling for spatially-restricted proteomic mapping

    • These approaches could identify novel KBTBD7 interaction partners in different cellular compartments

  • CRISPR-based screening:

    • CRISPR activation/interference screens to identify genes that modulate KBTBD7 function

    • Base editing to introduce specific KBTBD7 mutations and assess functional consequences

    • Combine with biotin-conjugated antibodies for high-throughput phenotypic analysis

  • Spatial transcriptomics and proteomics:

    • Integration of KBTBD7 protein detection (using biotin-conjugated antibodies) with spatial transcriptomics

    • Digital spatial profiling for multiplexed protein and RNA detection with spatial context

    • These technologies could map KBTBD7 expression in relation to the tumor microenvironment architecture

  • Tissue-based 3D models:

    • Organoids and patient-derived explants for studying KBTBD7 in more physiologically relevant contexts

    • Light-sheet microscopy with clearing techniques for 3D visualization of KBTBD7 distribution

    • These approaches could reveal tissue-specific functions and interactions

  • Liquid biopsy applications:

    • Using biotin-conjugated KBTBD7 antibodies to detect KBTBD7-expressing circulating tumor cells

    • Extracellular vesicle isolation and characterization for KBTBD7 content

    • These methods could enable non-invasive monitoring of KBTBD7-expressing tumors

  • Artificial intelligence integration:

    • Deep learning algorithms for automated analysis of KBTBD7 immunostaining patterns

    • Predictive modeling to correlate expression patterns with clinical outcomes

    • These computational approaches could identify subtle patterns not apparent to human observers

The integration of these emerging technologies with biotin-conjugated KBTBD7 antibodies will significantly enhance our understanding of KBTBD7's role in normal physiology and disease states, particularly in cancer where it has shown prognostic significance .

What experimental approaches could help elucidate the mechanisms of KBTBD7's role in disease progression?

To elucidate the mechanisms underlying KBTBD7's role in disease progression, particularly in cancer , researchers should consider implementing these comprehensive experimental approaches:

  • Comprehensive substrate identification:

    • Ubiquitinome analysis comparing wild-type and KBTBD7-depleted cells using mass spectrometry

    • Global protein stability profiling to identify proteins whose half-lives are regulated by KBTBD7

    • Proteomic analysis of cells expressing KBTBD7 mutants that cannot form complexes with CUL3/KBTBD6

    • These approaches would reveal the complete repertoire of KBTBD7 substrates relevant to disease

  • Structural biology approaches:

    • Cryo-EM or X-ray crystallography of KBTBD7 alone and in complex with CUL3, KBTBD6, and substrates

    • Hydrogen-deuterium exchange mass spectrometry to map protein-protein interaction interfaces

    • These methods would provide mechanistic insights into how KBTBD7 recognizes its substrates

  • Genetic model systems:

    • Generate conditional KBTBD7 knockout mouse models to study tissue-specific functions

    • Create knock-in models expressing KBTBD7 mutations identified in human diseases

    • Use Drosophila or Zebrafish models for in vivo functional studies

    • These approaches would reveal the organismal consequences of KBTBD7 dysregulation

  • Transcriptional regulation studies:

    • ChIP-seq to identify transcription factors binding to the KBTBD7 promoter

    • Reporter assays to study KBTBD7 promoter regulation in different cell types and conditions

    • Investigate epigenetic mechanisms controlling KBTBD7 expression

    • These studies would reveal how KBTBD7 expression is dysregulated in disease

  • Post-translational modification mapping:

    • Identify phosphorylation, acetylation, and other PTMs on KBTBD7 protein

    • Determine how these modifications affect KBTBD7's substrate recognition and activity

    • Create PTM-specific antibodies to monitor these regulatory events

    • These approaches would uncover regulatory mechanisms controlling KBTBD7 function

  • Signaling pathway integration:

    • Systematic analysis of how KBTBD7 interfaces with major signaling pathways

    • Phospho-proteomics to identify signaling changes upon KBTBD7 manipulation

    • Small molecule inhibitor screens to identify synthetic lethal interactions with KBTBD7 alteration

    • These studies would place KBTBD7 within the broader cellular signaling network

  • Metastatic cascade investigation:

    • Study KBTBD7's role in each step of the metastatic process (invasion, circulation, colonization)

    • In vivo metastasis models with KBTBD7-manipulated cells

    • Single-cell analysis of circulating tumor cells for KBTBD7 expression

    • These approaches would clarify KBTBD7's contribution to cancer progression and metastasis

  • Therapeutic targeting strategies:

    • Develop small molecule inhibitors of KBTBD7-substrate interactions

    • Screen for compounds that modulate KBTBD7 stability or activity

    • Test combinations with established cancer therapies

    • These studies could identify novel therapeutic approaches for KBTBD7-driven diseases

These experimental approaches would provide comprehensive insights into the mechanisms by which KBTBD7 contributes to disease progression, potentially revealing new therapeutic targets and biomarkers.

What are the most critical considerations for researchers beginning to work with KBTBD7 antibodies in their experiments?

Researchers beginning work with KBTBD7 antibodies should prioritize these critical considerations to ensure experimental success:

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