RARG Antibody, Biotin conjugated

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Description

Overview of RARG Antibody, Biotin Conjugated

The RARG Antibody, Biotin conjugated is a polyclonal rabbit-derived antibody targeting the Retinoic Acid Receptor Gamma (RARG), a nuclear receptor critical for retinoic acid-mediated gene regulation. Biotin conjugation enables its use in avidin-biotin-based detection systems, such as ELISA, for enhanced sensitivity in research applications .

Target Specificity

The antibody binds to RARG, a member of the nuclear receptor subfamily 1 (group B), which regulates gene expression in response to retinoic acid . Its specificity is confirmed through immunogen design (recombinant human RARG) and reactivity testing in human samples .

Biotin Conjugation Utility

Biotin enables high-affinity binding to streptavidin or avidin, facilitating:

  • ELISA detection: Biotinylated antibodies can be paired with streptavidin-horseradish peroxidase (HRP) for signal amplification .

  • Purification: Biotin-avidin systems allow for targeted isolation of RARG complexes .

Mechanism of Action

  1. Antigen Binding: The antibody binds RARG with high specificity, recognizing epitopes within residues 13-87 .

  2. Biotin-Avidin Interaction: The conjugated biotin forms non-covalent bonds with streptavidin, enabling downstream applications (e.g., detection or purification) .

Advantages

  • Sensitivity: Biotin-avidin systems enhance detection in ELISA .

  • Versatility: Compatible with streptavidin-based probes for multiplex assays .

Limitations

  • Complement Activation: Biotinylation may block Fc-mediated interactions (e.g., C1q binding), but this is irrelevant for ELISA applications .

  • Species Specificity: Currently validated only for human RARG .

Comparison with Non-Biotinylated RARG Antibodies

FeatureBiotin-Conjugated RARG AntibodyUnconjugated RARG Antibodies
ApplicationsELISA (primary use)WB, ELISA, IHC
Detection MethodStreptavidin-based systemsDirect conjugation (e.g., HRP)
Signal AmplificationHigh sensitivity due to avidin-biotinModerate sensitivity
Cross-ReactivityHuman-specificVaries (e.g., mouse, rat, human)

Product Specs

Buffer
Preservative: 0.03% Proclin 300
Constituents: 50% Glycerol, 0.01M PBS, pH 7.4
Form
Liquid
Lead Time
We are able to dispatch products within 1-3 business days after receiving your order. Delivery time may vary depending on the purchasing method or location. Please consult your local distributor for specific delivery information.
Synonyms
NR1B3 antibody; Nuclear receptor subfamily 1 group B member 3 antibody; RAR gamma antibody; RAR gamma isoform 2 antibody; RAR gamma2 antibody; RAR-gamma antibody; RARC antibody; Rarg antibody; RARG_HUMAN antibody; retinoic acid nuclear receptor gamma variant 1 antibody; retinoic acid nuclear receptor gamma variant 2 antibody; Retinoic acid receptor gamma antibody
Target Names
RARG
Uniprot No.

Target Background

Function
Retinoic acid receptor gamma (RARG) is a nuclear receptor that binds to retinoic acid response elements (RAREs) as a heterodimer with the retinoid X receptor (RXR). RARG regulates gene expression in various biological processes, including limb bud development, skeletal growth, and matrix homeostasis. In the absence of ligand, RARG acts as an activator of gene expression due to weak binding to corepressors. RARG is essential for growth plate function and interacts with RARA or RARB for optimal activity.
Gene References Into Functions
  1. Studies indicate that RARG acts as a negative regulator of p53 signaling, potentially contributing to oncogenesis by influencing the balance between AKT and p53 pathways. PMID: 28336971
  2. Cytoplasmic RARG is involved in regulating RIP1-mediated cell death when cIAP activity is inhibited. PMID: 28871172
  3. RARG expression is upregulated in human hepatocellular carcinoma (HCC) tissues, and evidence suggests that it promotes HCC invasion and metastasis by regulating E-cadherin reduction. PMID: 27756432
  4. A study revealed that treatment with a RARG-specific agonist enhances cellular adhesion to alpha5beta1 integrin substrates, increases cell surface levels of the beta1 integrin subunit, and reduces cellular proliferation in a time and concentration-dependent manner in a human erythroleukemia cell line. PMID: 28552962
  5. Loss of RARG expression is associated with the development and metastasis of colorectal cancer. PMID: 27325643
  6. RARG has emerged as a potential therapeutic target for chemoresistant colorectal cancer patients. PMID: 28272990
  7. A nonsynonymous variant in RARG has been linked to anthracycline-induced cardiotoxicity in childhood cancers. PMID: 26237429
  8. Dysregulation of the retinoid/rexinoid signaling pathway plays a significant role in NUP98-RARG-mediated transformation and may represent a potential therapeutic target. PMID: 25510432
  9. RARG, in conjunction with ATRA, regulates protein levels of CDK1 and its subcellular localization. PMID: 23518499
  10. RARG plays a critical role in the proliferation, metastasis, and chemoresistance of cholangiocarcinoma through simultaneous activation of the Akt/NF-kappaB and Wnt/beta-catenin pathways. PMID: 23798555
  11. Low RARG expression is associated with advanced gastric cancer. PMID: 22901127
  12. Research indicates that RARG plays a major role in regulating the human prostatic transglutaminase gene. PMID: 22362749
  13. Findings suggest that RARG and Lrh1 synergistically direct reprogramming toward ground-state pluripotency within the retinoid signaling pathway. PMID: 21990348
  14. Results demonstrate that a RARG-dependent functional crosstalk exists between the retinoic acid and BMP2 signaling pathways, leading to osteogenic transdifferentiation in myoblastic C2C12 cells. PMID: 21401418
  15. Microbiota are essential for the generation of both IL-17-positive and Foxp3-positive, RARG-positive transgenic T cell subsets in the intestinal lamina propria. PMID: 21178008
  16. PARgamma expressions are decreased in PBMC and SWAT of obese subjects in weight gain. PMID: 20387030
  17. RARG2 can specifically interact with vitamin D response elements, both in the presence and absence of the vitamin D receptor. PMID: 20420906
  18. Retinoid signaling is attenuated by retinoic acid-induced proteasome-mediated degradation of RARG in human keratocytes. PMID: 11855864
  19. Retinoids induce apoptosis in pancreatic cancer cells through activation of RAR-gamma and altered expression of Bcl-2/Bax. PMID: 12189556
  20. The 1.4 A resolution crystal structure of the ligand binding domain of the retinoic acid receptor RARgamma complexed with the retinoid SR11254 reveals several types of C-H...O hydrogen bonds. PMID: 12220491
  21. RARG is present throughout the epithelium with minimal nuclear accumulation. Its presence is increased in basal and luminal epithelial nuclei in glands with benign prostatic hyperplasia. PMID: 12399530
  22. RARG interacts only weakly with SMRT. PMID: 12554770
  23. In a 9-cis retinoic acid-dependent manner in cells in vitro, retinoic acid receptor isoform gamma stimulates the expression of reporter constructs containing the site that binds aldehyde dehydrogenase-2. PMID: 14691372
  24. Tazarotene is a prodrug selective for RARbeta/gamma, raising interest in its potential to activate putative tumor suppressor activity. PMID: 15383624
  25. Phosphorylation of the AF-1 domain controls RARG-mediated transcription by triggering the dissociation of vinexin beta. PMID: 15734736
  26. A study elucidated a nongenomic extranuclear signal mediated by the RAR-SRC interaction, which is negatively regulated by CSK and is required for RA-induced neuronal differentiation. PMID: 17325034
  27. Research aims to determine directly whether PML-RAR, similar to PML-RAR, is capable of inducing APL. PMID: 18685608
  28. The first 2250 bp of the HAS2 promoter contain three response elements (REs) for the transcription factor CREB1, as well as two REs for the nuclear receptor RAR. PMID: 19416972
  29. The subcellular localization of RARG is regulated by complex interactions among ligand binding, receptor phosphorylation, and receptor dimerizations. PMID: 19416983

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Database Links

HGNC: 9866

OMIM: 180190

KEGG: hsa:5916

STRING: 9606.ENSP00000377947

UniGene: Hs.1497

Protein Families
Nuclear hormone receptor family, NR1 subfamily
Subcellular Location
Nucleus. Cytoplasm.
Tissue Specificity
Expressed in aortic endothelial cells (at protein level).

Q&A

What is RARG Antibody, Biotin Conjugated and what cellular functions does it target?

RARG Antibody, Biotin Conjugated is a polyclonal antibody raised in rabbits that targets the Retinoic Acid Receptor Gamma protein, a nuclear receptor that binds retinoic acid. This receptor functions by forming heterodimers that bind to retinoic acid response elements (RARE) composed of tandem 5'-AGGTCA-3' sites known as DR1-DR5. RARG plays critical roles in limb bud development and, in concert with RARA or RARB, is required for skeletal growth, matrix homeostasis, and growth plate function . The biotin conjugation facilitates detection through streptavidin-based systems without interfering with the antibody's binding capacity to its target antigen.

What are the common applications for RARG Antibody, Biotin Conjugated?

RARG Antibody, Biotin Conjugated is primarily used in ELISA with recommended dilutions of 1:500-1:1000 . While this particular conjugate has specific recommended applications, biotinylated antibodies in general are versatile tools that can be employed across multiple experimental platforms:

ApplicationPurposeDetection System
ELISAQuantitative protein detectionStreptavidin-HRP
Western BlottingProtein identification and semi-quantificationStreptavidin-HRP or fluorophore
ImmunohistochemistryTissue localization of target proteinsStreptavidin-HRP or fluorophore
Flow CytometryCellular quantification and sortingStreptavidin-fluorophore
ImmunoprecipitationProtein complex isolationStreptavidin-coated beads

The high affinity between biotin and streptavidin makes these conjugates particularly useful in sensitive detection systems across multiple research applications .

How should RARG Antibody, Biotin Conjugated be stored and handled to maintain optimal activity?

To maintain optimal activity, RARG Antibody, Biotin Conjugated should be stored at -20°C for long-term storage. When handling the antibody, it's crucial to:

  • Avoid repeated freeze-thaw cycles by preparing working aliquots upon receipt

  • Thaw aliquots rapidly at room temperature and keep on ice during experiments

  • Protect from prolonged exposure to light, particularly important for biotin conjugates

  • Use sterile techniques when handling to prevent microbial contamination

  • Avoid exposure to strong oxidizing agents that may interfere with the biotin moiety

For working solutions, storage at 4°C is acceptable for up to one week, but longer periods may lead to reduced activity due to the potential degradation of the biotin conjugate. Always centrifuge the product briefly before opening the vial to ensure all material is at the bottom of the tube.

How should I design validation experiments for a new lot of RARG Antibody, Biotin Conjugated?

Designing proper validation experiments for a new lot of RARG Antibody, Biotin Conjugated is critical for ensuring experimental reproducibility. A comprehensive validation approach should include:

  • Protein Concentration Determination: Measure total protein concentration using standardized assays such as BCA or Bradford assays to ensure consistent antibody amounts are used across experiments.

  • Biotin Incorporation Assessment: Determine the biotin incorporation ratio, as this can affect detection sensitivity. Variations in biotin:protein ratios between lots can significantly impact experimental outcomes .

  • Functional Validation: Compare the performance of the new lot against a reference lot in your specific application (e.g., ELISA). Create standard curves with both lots to assess:

    • Sensitivity (lower limit of detection)

    • Dynamic range

    • Signal-to-noise ratio

    • Specificity using appropriate controls

  • Cross-Reactivity Testing: Evaluate potential cross-reactivity with other members of the nuclear receptor family, particularly RARA and RARB due to their structural similarity to RARG.

When bridging between reagent lots, prepare dilution series of the new lot to match the performance characteristics of the reference lot, as demonstrated in receptor occupancy assays with biotinylated antibodies .

What controls should be included when using RARG Antibody, Biotin Conjugated in ELISA?

When designing ELISA experiments with RARG Antibody, Biotin Conjugated, the following controls are essential for result validation:

Positive Controls:

  • Recombinant human RARG protein (particularly fragments containing amino acids 13-87 that match the immunogen)

  • Cell lysates known to express RARG (e.g., specific human cancer cell lines)

Negative Controls:

  • Isotype control (rabbit IgG-biotin with no specific target)

  • Lysates from cell lines with confirmed RARG knockout

  • Blocking peptide competition (pre-incubation with immunizing peptide)

  • Samples from species not reactive with the antibody

Technical Controls:

  • No primary antibody control (to assess non-specific binding of detection system)

  • Standard curve using recombinant RARG protein (5-point minimum, preferably 7-8 points)

  • Internal reference sample across plates to normalize inter-assay variation

Implementation of these controls enables confident interpretation of results and troubleshooting of potential experimental issues that may arise during RARG detection.

How can I optimize signal-to-noise ratio when using RARG Antibody, Biotin Conjugated?

Optimizing signal-to-noise ratio with RARG Antibody, Biotin Conjugated requires attention to several experimental parameters:

  • Titration Optimization: Although the recommended dilution is 1:500-1:1000 for ELISA , perform a titration experiment specific to your sample type to determine optimal concentration.

  • Blocking Optimization:

    • Test different blocking agents (BSA, milk, normal serum)

    • Extend blocking time to reduce non-specific binding

    • Include 0.1-0.3% Tween-20 in blocking and washing buffers

  • Detection System Selection:

    • Choose between streptavidin-HRP, streptavidin-AP, or streptavidin-fluorophore based on required sensitivity

    • For higher sensitivity, consider tyramide signal amplification systems compatible with biotin-streptavidin interaction

  • Incubation Conditions:

    • Optimize antibody incubation temperature (4°C overnight vs. room temperature for shorter periods)

    • Ensure gentle agitation during incubations for even distribution

  • Washing Protocol Enhancement:

    • Increase number of washes (minimum 5-6 washes)

    • Extend washing time for each step

    • Use automated plate washers for consistency

Careful optimization of these parameters can significantly improve detection sensitivity while maintaining specificity when working with RARG Antibody, Biotin Conjugated.

How can I multiplex RARG detection with other nuclear receptors in the same sample?

Multiplexing RARG detection with other nuclear receptors requires strategic planning to avoid cross-reactivity while maximizing information obtained from limited samples:

  • Antibody Selection Strategy:

    • Choose antibodies raised in different host species for each target

    • Select antibodies recognizing distinct epitopes on each receptor

    • Validate each antibody individually before combining

  • Sequential Detection Method:
    For immunohistochemistry or immunofluorescence:

    • Apply RARG Antibody, Biotin Conjugated first

    • Detect with streptavidin-fluorophore (e.g., streptavidin-Cy3)

    • Block remaining biotin sites with excess free biotin

    • Apply subsequent antibodies with different conjugates

    • Detect with appropriate secondary systems

  • Microarray-Based Approach:

    • Spot capture antibodies for different nuclear receptors in discrete locations

    • Apply sample across all spots

    • Detect RARG with the biotinylated antibody

    • Detect other receptors with differently labeled antibodies

  • Flow Cytometry Multiplexing:

    • Use different fluorophores coupled to streptavidin for biotin-conjugated RARG antibody

    • Select non-overlapping emission spectra for other fluorophore-conjugated antibodies

    • Perform compensation controls to correct for spectral overlap

Successful multiplexing requires extensive validation to ensure signals from each detection system do not interfere with others and that antibody binding is not sterically hindered when multiple antibodies target related proteins.

What techniques can be used to quantify the biotin incorporation ratio in RARG Antibody, Biotin Conjugated batches?

Quantifying biotin incorporation is crucial for consistent experimental results across different batches of RARG Antibody, Biotin Conjugated. Several methodologies can be employed:

  • HABA (4'-hydroxyazobenzene-2-carboxylic acid) Assay:

    • Based on the displacement of HABA from avidin by biotin

    • Measures the change in absorbance at 500 nm

    • Provides a biotin:protein molar ratio

    • Advantages: relatively simple spectrophotometric method

    • Limitations: lower sensitivity compared to other methods

  • Mass Spectrometry Analysis:

    • Provides precise molecular weight changes after biotinylation

    • Can determine the exact number of biotin molecules per antibody

    • Identifies preferential biotinylation sites

    • Advantages: high accuracy and site-specific information

    • Limitations: requires specialized equipment and expertise

  • Fluorescent Biotin Quantification:

    • Uses fluorescent streptavidin to quantify bound biotin

    • Compares to standard curve of known biotinylated proteins

    • Advantages: high sensitivity

    • Limitations: potential signal saturation at high biotin:protein ratios

As demonstrated in critical reagent characterization studies, biotin incorporation can vary significantly between lots (up to 4-fold differences), which directly impacts functional performance in assays such as receptor occupancy measurements . Therefore, standardizing methods to quantify and report biotin incorporation ratios is essential for experimental reproducibility.

How can RARG Antibody, Biotin Conjugated be used in receptor occupancy assays?

RARG Antibody, Biotin Conjugated can be adapted for receptor occupancy (RO) assays to measure target engagement of therapeutic compounds targeting RARG. The methodology involves:

  • Sample Preparation:

    • Collect cells expressing RARG (e.g., from patient samples or cell lines)

    • Pre-treat cells with the therapeutic compound at varying concentrations

    • Include untreated controls for baseline measurements

  • Staining Procedure:

    • Apply RARG Antibody, Biotin Conjugated to detect unoccupied receptors

    • The antibody should be validated to bind to an epitope that does not overlap with the drug binding site

    • Incubate with streptavidin-PE (or other fluorophore) for detection

  • Flow Cytometry Analysis:

    • Gate on relevant cell populations

    • Measure median fluorescence intensity (MFI)

    • Convert to molecules of equivalent soluble fluorochrome (MESF) using calibration beads

    • Calculate percent receptor occupancy using the formula:
      % RO = [1 - (MFI treated / MFI untreated)] × 100

  • Quality Control Measures:

    • Include multiple positive controls (low, mid, and high occupancy)

    • Perform bridging studies when changing antibody lots

    • Create dilution curves of the antibody to ensure consistent performance

This approach, similar to the one described for other biotinylated antibodies in receptor occupancy assays , provides quantitative measurement of how effectively therapeutic compounds engage RARG in biological systems.

What are common causes of false positive or false negative results when using RARG Antibody, Biotin Conjugated?

When working with RARG Antibody, Biotin Conjugated, several factors can lead to misleading results:

Causes of False Positives:

  • Endogenous biotin in samples (particularly prevalent in tissues like liver, kidney, and brain)

  • Non-specific binding to Fc receptors on cells

  • Cross-reactivity with structurally similar nuclear receptors (RARA, RARB)

  • Insufficient blocking of non-specific binding sites

  • Excessive antibody concentration leading to non-specific binding

Causes of False Negatives:

  • Epitope masking due to protein-protein interactions or post-translational modifications

  • Insufficient antigen retrieval in fixed tissues

  • Degraded target protein in improperly stored samples

  • Low expression levels of RARG below detection threshold

  • Biotin degradation in improperly stored antibody preparations

Mitigation Strategies:

  • For endogenous biotin: Implement biotin blocking steps using streptavidin followed by free biotin

  • For cross-reactivity: Validate with appropriate positive and negative controls

  • For epitope masking: Optimize sample preparation protocols specific to your experimental system

  • For antibody degradation: Store according to manufacturer recommendations and validate before use

Proper experimental design with appropriate controls is essential for distinguishing true signals from artifacts when using biotin-conjugated antibodies.

How should I interpret contradictory results between RARG detection using biotin-conjugated versus unconjugated antibodies?

When faced with contradictory results between biotin-conjugated and unconjugated RARG antibodies, systematic investigation is necessary:

  • Epitope Accessibility Assessment:

    • Biotinylation may alter antibody binding characteristics if biotin molecules are conjugated near the antigen-binding site

    • Compare epitope regions recognized by both antibody formats

    • Perform epitope mapping if necessary to identify potential interference

  • Signal Amplification Differences:

    • Biotin-streptavidin systems typically provide signal amplification

    • Direct comparison requires normalization for this amplification effect

    • Use titration curves for both antibody formats to determine optimal working concentrations

  • Resolution Method:

    • Validate with alternative detection methods (e.g., mass spectrometry)

    • Use knockout/knockdown controls to confirm specificity

    • Consider using antibodies targeting different RARG epitopes

  • Data Reconciliation Approach:

    ScenarioPossible InterpretationRecommended Action
    Positive with biotin-conjugated, negative with unconjugatedPotential false positive due to endogenous biotinImplement biotin blocking; validate with additional controls
    Negative with biotin-conjugated, positive with unconjugatedPotential biotin interference with epitope bindingUse alternative epitope antibody; verify with additional methods
    Different intensity patternsDetection sensitivity differencesPerform quantitative standard curves; normalize signals

Remember that biotin conjugation can affect antibody affinity and avidity, potentially altering the detection threshold compared to the unconjugated version of the same antibody .

How can I determine if RARG protein degradation is affecting my experimental results?

RARG protein degradation can significantly impact experimental outcomes. To assess and address this issue:

  • Stability Assessment Protocol:

    • Prepare duplicate samples under different storage conditions (fresh, 4°C overnight, frozen-thawed)

    • Process all samples simultaneously using RARG Antibody, Biotin Conjugated

    • Compare signal intensities to identify potential degradation patterns

  • Degradation Indicators:

    • Appearance of lower molecular weight bands in Western blots

    • Reduced signal intensity in all detection methods

    • Increased background-to-signal ratio

    • Loss of expected cellular localization patterns in microscopy

  • Preventive Measures:

    • Add protease inhibitor cocktails to all sample preparation buffers

    • Maintain samples at appropriate temperatures throughout processing

    • Minimize sample handling time

    • Consider cross-linking fixation for certain applications

  • Recovery Strategies:

    • For partially degraded samples, increase starting material quantity

    • Adjust antibody concentration to compensate for reduced target availability

    • Focus on detection of protease-resistant epitopes

    • Use phosphatase inhibitors if studying phosphorylated forms of RARG

Implementing these systematic approaches will help distinguish true biological variation from technical artifacts caused by protein degradation in RARG detection experiments.

How can RARG Antibody, Biotin Conjugated be utilized in single-cell analysis techniques?

RARG Antibody, Biotin Conjugated offers unique opportunities for single-cell analysis of retinoic acid receptor distribution and function:

  • Single-Cell Flow Cytometry Applications:

    • Multiparameter analysis combining RARG detection with other cellular markers

    • Cell cycle correlation using DNA content staining alongside RARG detection

    • Live cell sorting based on RARG expression levels for downstream analysis

    • Implementation strategy similar to flow cytometry-based receptor occupancy assays

  • Mass Cytometry (CyTOF) Implementation:

    • Use biotin-conjugated RARG antibody followed by streptavidin-tagged metal isotopes

    • Integrate with up to 40 additional cellular markers

    • Analyze RARG expression in rare cell populations within heterogeneous samples

    • Correlate RARG expression with signaling pathway activation markers

  • Single-Cell Imaging Approaches:

    • Super-resolution microscopy using streptavidin-conjugated quantum dots

    • Live cell imaging with cell-permeable streptavidin-fluorophore conjugates

    • In situ proximity ligation assays to detect RARG interactions with binding partners

    • Spatial transcriptomics correlation with RARG protein distribution

  • Single-Cell Multi-omics Integration:

    • Sort cells based on RARG expression for single-cell RNA-seq

    • Correlate protein levels with transcriptomic profiles

    • Identify cellular subpopulations with unique RARG-dependent gene expression signatures

These approaches provide unprecedented resolution of RARG distribution and function at the single-cell level, revealing heterogeneity within seemingly homogeneous cell populations that may be missed by bulk analysis methods.

What are the considerations for using RARG Antibody, Biotin Conjugated in high-throughput screening applications?

Implementing RARG Antibody, Biotin Conjugated in high-throughput screening (HTS) requires optimization for automation, consistency, and cost-effectiveness:

  • Assay Miniaturization Strategy:

    • Adapt ELISA protocols to 384 or 1536-well formats

    • Determine minimum required sample and reagent volumes

    • Optimize antibody concentration for reduced volume reactions (may differ from standard recommended dilutions )

    • Validate signal-to-background ratio in miniaturized format

  • Automation Compatibility Considerations:

    • Evaluate antibody stability in automated dispensing systems

    • Test performance after extended periods in reagent reservoirs

    • Implement positive and negative controls on each plate for quality control

    • Develop standard operating procedures for consistent preparation and handling

  • Data Analysis Framework:

    • Establish robust data normalization methods

    • Implement statistical approaches for hit identification

    • Develop visualization tools for large-scale data interpretation

    • Calculate Z' factor to assess assay quality:
      Z' = 1 - (3(σp + σn)/(|μp - μn|))
      where σp and σn are the standard deviations and μp and μn are the means of positive and negative controls

  • Cost Optimization Approaches:

    • Determine minimum effective antibody concentration

    • Evaluate signal amplification strategies to reduce antibody consumption

    • Consider regeneration protocols for expensive detection reagents

    • Implement pooling strategies where appropriate

These considerations enable the development of robust HTS assays using RARG Antibody, Biotin Conjugated for applications such as drug discovery targeting retinoic acid receptor pathways.

How can RARG Antibody, Biotin Conjugated be applied in tissue microarray analysis for patient stratification?

RARG Antibody, Biotin Conjugated can be leveraged for tissue microarray (TMA) analysis to stratify patients based on RARG expression patterns:

  • Standardized Staining Protocol Development:

    • Optimize antigen retrieval methods for formalin-fixed paraffin-embedded tissues

    • Determine optimal antibody dilution specifically for TMA applications

    • Implement automated staining platforms for consistency across large sample sets

    • Develop positive and negative control cores for each TMA block

  • Quantitative Image Analysis Approach:

    • Implement digital pathology scanning of stained TMAs

    • Develop algorithms for automated detection of:

      • RARG expression intensity (low, medium, high)

      • Subcellular localization (nuclear vs. cytoplasmic)

      • Heterogeneity of expression within tumor regions

    • Validate algorithm performance against pathologist scoring

  • Clinical Correlation Framework:

    • Correlate RARG expression patterns with:

      • Patient outcomes (survival, recurrence)

      • Response to specific therapies, particularly retinoid-based treatments

      • Other molecular markers (integrate with genomic data)

    • Develop multivariate models incorporating RARG expression with established prognostic factors

  • Biomarker Validation Strategy:

    • Initial discovery in retrospective cohorts

    • Validation in independent patient cohorts

    • Prospective evaluation in clinical trials

    • Development of standardized reporting guidelines for RARG assessment

This approach enables the identification of patient subgroups that may benefit from targeted therapies affecting retinoic acid signaling pathways, potentially leading to personalized treatment strategies based on RARG expression profiles.

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