VEGFC Antibody Pair

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Description

Definition and Function

The VEGFC Antibody Pair refers to a matched set of antibodies designed to detect Vascular Endothelial Growth Factor C (VEGFC), a critical protein involved in lymphangiogenesis (lymphatic vessel growth) and angiogenesis (blood vessel formation). These antibody pairs are optimized for immunoassays, including ELISA (Enzyme-Linked Immunosorbent Assay), Western Blot (WB), and cytometric bead arrays (CBA). They consist of a capture antibody (immobilized on a solid phase) and a detection antibody (linked to a reporter molecule), enabling quantitative or qualitative detection of VEGFC in biological samples.

Applications

VEGFC Antibody Pairs are utilized in:

  • Cancer research: Investigating tumor lymphangiogenesis and metastasis.

  • Cardiovascular studies: Analyzing angiogenic pathways in ischemic diseases.

  • Developmental biology: Studying lymphatic and vascular system formation.

  • Diagnostic assays: Measuring VEGFC levels in serum or tissue lysates for disease biomarker studies.

R&D Systems (Catalog # AF752)

  • Capture Antibody: Mouse Anti-Human VEGFC Monoclonal (MAB752).

  • Detection Antibody: Goat Anti-Human VEGFC Polyclonal (AF752).

  • Applications: ELISA, IHC (immunohistochemistry) of colon cancer tissues.

  • Sensitivity: Detects recombinant human VEGFC at 15 µg/mL for IHC .

Proteintech (Catalog # MP00710-2)

  • Capture/Detection: Rabbit recombinant monoclonal antibodies.

  • Applications: Cytometric bead array (CBA) with a detection range of 0.313–20 ng/mL .

  • Advantages: Batch-to-batch consistency due to recombinant production .

Abcam (Catalog # ab9546)

  • Antibody Type: Rabbit polyclonal.

  • Reactivity: Human, rat, mouse, sheep.

  • Applications: WB, IHC-FoFr (freezing), IHC-P (paraffin).

  • Validation: Detects VEGFC glycosylation variants (15–20 kDa) in SDS-PAGE .

Research Findings

  • Cancer Metastasis: VEGFC expression correlates with lymph node metastasis in gastric cancer, as shown by IHC using AF752 .

  • Lymphangiogenesis: Proteintech’s MP00710-2 detected VEGFC in lymphatic endothelial cells (LECs) via CBA, highlighting its role in lymphatic vessel development .

  • Glycosylation Variants: Abcam’s ab9546 identified distinct glycosylation forms of VEGFC (15–20 kDa) in Western Blots, suggesting post-translational modifications regulate its activity .

Product Specs

Buffer
**Capture Buffer:** 50% Glycerol, 0.01M PBS, pH 7.4
**Detection Buffer:** 50% Glycerol, 0.01M PBS, pH 7.4
Form
Liquid
Lead Time
We typically dispatch orders within 1-3 business days of receipt. Delivery timelines may vary depending on the purchase method and location. For specific delivery timeframes, please consult your local distributors.
Notes
We recommend using the capture antibody at a concentration of 0.3 µg/mL and the detection antibody at a concentration of 0.5 µg/mL. Optimal dilutions should be determined experimentally by the researcher.
Synonyms
VEGF-C,Flt4 ligand,Flt4-L,Vascular endothelial growth factor-related protein,VRP,VEGFC
Target Names

Q&A

What is a VEGFC antibody pair and how does it function in ELISA assays?

A VEGFC antibody pair consists of two antibodies that recognize different epitopes of the VEGFC protein: a capture antibody and a detector antibody. In sandwich ELISA, the capture antibody is immobilized on a plate surface to bind VEGFC from samples, while the detector antibody binds to a separate epitope on the captured VEGFC molecule. This paired approach enables specific and sensitive quantification of VEGFC levels in biological samples .

The mechanism involves several steps: first, the capture antibody (often used at a concentration of 2 μg/mL) immobilizes VEGFC from the sample; second, the detector antibody (typically used at 0.5 μg/mL) binds to the captured VEGFC; third, a secondary detection system (often involving streptavidin-HRP) generates a measurable signal proportional to the amount of bound VEGFC .

What are the principal biological roles of VEGFC that researchers aim to study with antibody pairs?

VEGFC is a multifunctional growth factor with several key biological roles that researchers investigate:

  • Lymphangiogenesis regulation: VEGFC is a principal mediator of lymphatic vessel development and maintenance through activation of VEGFR-3 .

  • Tumor progression: VEGFC expression correlates with lymphatic metastasis and poor prognosis in various cancers, making it an important cancer biomarker .

  • Angiogenesis: Beyond lymphatics, VEGFC can induce blood vessel formation in both liquid and solid tumors .

  • Signaling pathway activation: VEGFC binds and activates both VEGFR-2 and VEGFR-3 receptors, triggering downstream signaling cascades that promote cell migration, proliferation, and survival .

  • Embryonic development: VEGFC functions in the angiogenesis of venous and lymphatic vascular systems during embryogenesis .

Understanding these roles is essential for research into cancer progression, vascular development, and potential therapeutic interventions targeting the VEGFC signaling axis .

How do VEGFC antibody pairs differ from single antibody detection systems?

VEGFC antibody pairs offer several advantages over single antibody detection systems:

  • Enhanced specificity: By requiring two independent binding events to generate a signal, antibody pairs significantly reduce false positives from cross-reactivity with other proteins. Single antibody systems, which often rely on direct labeling or competitive binding, are more susceptible to non-specific interactions .

  • Improved sensitivity: The dual-recognition approach amplifies detection capabilities, allowing researchers to measure VEGFC at lower concentrations. Based on published standard curves, properly optimized VEGFC antibody pairs can detect concentrations in the low pg/mL range .

  • Capability to detect native protein: Unlike some single antibody methods that may require protein denaturation, sandwich ELISA with antibody pairs can detect VEGFC in its native conformation, providing more physiologically relevant measurements .

  • Broader dynamic range: The sandwich format typically offers a wider quantifiable range than direct detection methods, allowing measurement across varied experimental conditions .

  • Compatibility with complex samples: The high specificity of antibody pairs enables VEGFC detection in complex biological matrices such as serum, plasma, or cell culture supernatants without extensive purification .

What are the critical validation steps for ensuring specificity when using VEGFC antibody pairs?

Validating VEGFC antibody pair specificity requires a systematic approach:

  • Cross-reactivity testing: Evaluate potential cross-reactivity with related proteins, particularly other VEGF family members (VEGFA, VEGFB, VEGFD). Ideally, demonstrate <0.1% cross-reactivity with these structurally similar proteins .

  • Blocking studies: Perform pre-absorption experiments with recombinant VEGFC protein to confirm signal reduction, confirming that the observed signal is specifically due to VEGFC detection .

  • Western blot confirmation: Verify that the antibodies detect the expected VEGFC molecular weight bands (~52 kDa for pro-VEGFC, with processed forms at ~34 kDa and ~13 kDa) in parallel with ELISA experiments .

  • Spike and recovery: Spike known quantities of recombinant VEGFC into sample matrices and confirm recovery rates between 80-120% to validate accuracy in the intended experimental context .

  • Parallelism testing: Analyze serially diluted samples to confirm that dilution curves parallel the standard curve, verifying antibody binding characteristics are consistent between recombinant standards and endogenous VEGFC .

  • Confirmation with knockout/knockdown samples: When possible, compare detection in wild-type samples versus those with VEGFC genetically depleted to confirm antibody specificity .

These validation steps should be thoroughly documented before proceeding with experimental applications to ensure data reliability.

How should researchers properly design positive and negative controls for VEGFC antibody pair experiments?

Proper control design is essential for reliable VEGFC antibody pair experiments:

Positive Controls:

  • Recombinant VEGFC standard curve: Include a serial dilution of recombinant human VEGFC protein (the same one used for antibody generation) to create a reference curve for quantification .

  • Known VEGFC-expressing samples: Incorporate cell lines with documented VEGFC expression, such as K562 chronic myelogenous leukemia cells or MCF-7 breast cancer cells .

  • Stimulated samples: When appropriate, include samples from cells stimulated with factors known to upregulate VEGFC (e.g., pro-inflammatory cytokines or hypoxic conditions) .

Negative Controls:

  • Antibody omission controls: Run samples with capture antibody only, detector antibody only, and with both antibodies omitted to assess background signal contributions from each component .

  • Isotype controls: Include irrelevant antibodies of the same isotype and concentration to identify non-specific binding .

  • Known VEGFC-negative samples: When available, include samples with confirmed absence of VEGFC expression or VEGFC-knockout cell lines .

  • Blocking controls: Pre-incubate detection antibodies with recombinant VEGFC to neutralize specific binding, confirming signal specificity .

  • Sample matrix controls: Process buffer-only samples through the entire experimental protocol to identify matrix-specific interference .

An effective control strategy incorporates both types systematically into the experimental design, with controls processed identically to test samples.

What considerations should researchers make regarding the different isoforms and processing states of VEGFC when selecting antibody pairs?

VEGFC undergoes complex post-translational processing that researchers must consider when selecting antibody pairs:

  • Structural variations: VEGFC is initially synthesized as a precursor protein that undergoes proteolytic processing. The nascent VEGFC consists of a signal sequence, an N-terminal extension, the VEGF-homology domain, and a C-terminal extension with cysteine-rich sequences .

  • Dimerization states: VEGFC exists as dimers linked by disulfide bonds, with both covalently and non-covalently linked forms reported. Recent structural studies showed human VEGFC is covalently linked by disulfide bridges between Cys156 and Cys165 .

  • Processing-dependent receptor binding: Fully processed mature VEGFC binds both VEGFR-2 and VEGFR-3, while partially processed forms preferentially bind VEGFR-3. Select antibody pairs that can detect the relevant form for your research question .

  • Epitope accessibility: Consider whether the antibody pair recognizes epitopes that remain accessible in biological samples. Some processing events may mask or reveal certain epitopes .

  • Sensitivity to modification: Point mutations (e.g., Cys156 to Ser or Ala) can alter dimerization and receptor binding properties. Ensure antibodies can recognize relevant mutant forms if studying these variants .

A recommended approach is to select antibody pairs validated to detect the specific VEGFC forms relevant to your research question, with published data demonstrating detection of appropriate molecular weight bands in Western blot (e.g., 52 kDa, 34 kDa, and 13 kDa forms) .

How can VEGFC antibody pairs be applied to investigate VEGFR2/VEGFR3 heterodimer formation?

Investigating VEGFR2/VEGFR3 heterodimer formation requires sophisticated approaches where VEGFC antibody pairs can play crucial roles:

  • In situ proximity ligation assay (PLA): This advanced technique uses oligonucleotide-conjugated antibodies that enable rolling-circle amplification when receptors form heterodimers. Studies have shown that both VEGFA and VEGFC can induce VEGFR2/VEGFR3 heterodimer formation, with VEGFC treatment increasing heterodimers approximately 100-fold from basal levels, while VEGFA induced a 25-fold increase .

  • Co-immunoprecipitation with VEGFC neutralization: VEGFC antibody pairs can be used to neutralize VEGFC before assessing receptor heterodimerization. This approach helps determine whether heterodimer formation is ligand-dependent. When cells are pre-incubated with antibodies that neutralize VEGFC, researchers can quantify the reduction in receptor heterodimer formation .

  • Competitive binding studies: By using one antibody of the pair labeled with a detection system and the other unlabeled, researchers can perform competitive binding studies to assess how VEGFC binding affects receptor dimerization kinetics .

  • Time-course experiments: Using antibody pairs in a time-resolved manner allows tracking of VEGFC-induced heterodimer formation, internalization, and degradation. Experiments typically examine early time points (e.g., 8 minutes post-stimulation) to capture immediate dimerization events before substantial receptor internalization occurs .

  • Spatial distribution analysis: VEGFC antibody pairs combined with microscopy techniques enable visualization of where heterodimers form on cells, including specialized structures like tip cell filopodia, which are critical for angiogenic sprouting .

This research area is particularly valuable for understanding the complex signaling networks in angiogenesis and tumor progression, where different receptor combinations may trigger distinct cellular responses.

What methodologies combine VEGFC antibody pairs with cellular assays to correlate protein levels with functional outcomes?

Advanced research frequently requires connecting VEGFC quantification to functional outcomes through combined methodologies:

  • Sequential ELISA and migration assays: Researchers can quantify VEGFC in conditioned media using antibody pairs, then use the same media in transwell migration assays with lymphatic endothelial cells (LECs). This allows direct correlation between VEGFC concentration and migratory capacity, establishing dose-response relationships .

  • VEGFC neutralization in sprouting assays: After quantifying VEGFC levels with antibody pairs, researchers can use neutralizing antibodies at calculated stoichiometric ratios in 3D sprouting assays to demonstrate the specific contribution of VEGFC to observed lymphangiogenic or angiogenic responses .

  • Reporter cell systems: Cells engineered with VEGFR-signaling reporters (e.g., luciferase under control of pathway-responsive elements) can be exposed to samples quantified for VEGFC content, creating a functional readout of biological activity that complements concentration measurements .

  • Correlation with receptor dimerization: Samples quantified for VEGFC using antibody pairs can be used in proximity ligation assays to correlate VEGFC concentration with receptor dimerization events, connecting protein levels to early signaling events .

  • In vivo verification: VEGFC levels quantified with antibody pairs in patient samples can be correlated with lymphatic vessel density in matched tissue specimens through immunohistochemistry, connecting protein expression to structural outcomes .

These integrated approaches provide more comprehensive insights than either protein quantification or functional assays alone, establishing mechanistic links between VEGFC expression and biological consequences.

How can researchers use VEGFC antibody pairs to study the role of this protein in tumor lymphangiogenesis and metastasis?

VEGFC antibody pairs serve as powerful tools for investigating tumor lymphangiogenesis and metastasis through several sophisticated approaches:

  • Tissue microarray analysis: VEGFC antibody pairs can be adapted for immunohistochemistry to quantify VEGFC expression across tumor tissue microarrays, correlating expression with lymphatic vessel density, lymph node involvement, and patient outcomes. Studies have demonstrated VEGFC detection in colon cancer stromal cells surrounding crypts and in epithelial cells within crypts .

  • Metastatic potential assessment: By quantifying VEGFC in conditioned media from primary tumor cells using antibody pairs, researchers can predict lymphatic metastatic potential. Studies show high VEGFC expression closely correlates with lymphatic metastasis in various human tumors .

  • Circulating VEGFC monitoring: VEGFC antibody pairs in ELISA format enable longitudinal monitoring of circulating VEGFC levels in patients or animal models, tracking changes during disease progression or in response to therapy .

  • Therapeutic intervention models: When testing anti-lymphangiogenic therapies (such as sVEGFR3-Fc, which traps VEGFC), antibody pairs provide quantitative measures of target engagement by determining free versus bound VEGFC levels in circulation or tumor microenvironment .

  • Combination with receptor analysis: Advanced studies combine VEGFC quantification with analysis of VEGFR2/VEGFR3 heterodimerization status using proximity ligation, revealing how receptor complex formation correlates with metastatic behavior .

  • Characterization of VEGFC processing: Using antibody pairs that recognize different epitopes, researchers can distinguish between processed forms of VEGFC in tumor samples, determining which forms predominate in metastatic versus non-metastatic settings .

These applications help elucidate the mechanisms driving lymphatic metastasis and identify potential intervention points for blocking tumor dissemination.

What are common sources of inconsistent results when using VEGFC antibody pairs, and how can they be addressed?

Researchers commonly encounter several challenges when using VEGFC antibody pairs:

  • Proteolytic processing variability: VEGFC undergoes complex proteolytic processing that can vary between sample types. This may result in differential detection of VEGFC forms.

    • Solution: Use antibodies validated to detect all relevant processed forms or specifically target the form of interest. Western blot analysis alongside ELISA can confirm which forms are being detected .

  • Matrix interference effects: Components in complex biological samples may interfere with antibody binding.

    • Solution: Validate the assay with spike-and-recovery experiments in each matrix type. Consider sample dilution series to identify and minimize interference .

  • Hook effect at high concentrations: Extremely high VEGFC concentrations can paradoxically reduce signal.

    • Solution: Test multiple sample dilutions to identify potential hook effects. If suspected, further dilute samples and retest .

  • Inconsistent standard curves: Poor standard preparation can lead to unreliable quantification.

    • Solution: Always prepare fresh standards from frozen aliquots rather than repeatedly freeze-thawing. Use recombinant standards that match the form of VEGFC being studied .

  • Detection antibody saturation: Over-dilution of detection antibody reduces sensitivity while under-dilution increases background.

    • Solution: Titrate detection antibody concentrations; optimal concentration is typically around 0.5 μg/mL for VEGFC detection .

  • Capture antibody coating inconsistency: Uneven coating leads to well-to-well variation.

    • Solution: Maintain consistent temperature during coating, use validated coating buffers, and ensure thorough washing between steps .

  • Cross-reactivity with other VEGF family members: Some antibodies may detect VEGF-A or VEGF-D.

    • Solution: Validate antibody specificity through cross-reactivity testing with recombinant VEGF family proteins .

Systematic optimization and validation can address most of these issues and ensure reliable, reproducible results.

How should researchers interpret apparently contradictory results between VEGFC protein levels and functional effects?

Discrepancies between VEGFC protein levels and observed functional effects are common in research and require careful interpretation:

  • Processing-dependent activity: VEGFC requires proteolytic processing for full activity. High levels of unprocessed VEGFC may show limited function despite high total protein.

    • Analysis approach: Use antibody pairs that can distinguish between processed and unprocessed forms, or complement ELISA with Western blot to assess processing status .

  • Receptor availability discrepancies: VEGFC effects depend on receptor expression and accessibility. High VEGFC with low receptor expression may show minimal function.

    • Analysis approach: Complement VEGFC measurement with receptor quantification using flow cytometry or proximity ligation assays to assess receptor dimerization .

  • Co-factor availability: VEGFC activity can be modulated by co-receptors like neuropilin-2 (Nrp-2).

    • Analysis approach: Assess co-receptor expression in parallel with VEGFC levels to identify potential regulatory mechanisms .

  • Presence of endogenous inhibitors: Soluble forms of VEGFR-2 (sVEGFR-2) can act as endogenous inhibitors of lymphangiogenesis.

    • Analysis approach: Quantify relevant inhibitors alongside VEGFC to calculate net signaling potential .

  • Threshold effects: Some VEGFC-mediated responses may require threshold concentrations rather than showing linear dose-response relationships.

    • Analysis approach: Perform careful dose-response studies with recombinant protein to identify potential threshold concentrations for specific outcomes .

  • Receptor heterodimerization dynamics: VEGFC can induce both VEGFR-3 homodimers and VEGFR-2/VEGFR-3 heterodimers, each potentially triggering different downstream pathways.

    • Analysis approach: Use proximity ligation assays to assess different receptor dimer populations when interpreting functional outcomes .

These considerations highlight the importance of comprehensive analysis beyond simple protein quantification to understand complex VEGFC biology.

What technical considerations affect the sensitivity and specificity of VEGFC detection in different sample types?

Sample type-specific considerations significantly impact VEGFC detection performance:

Sample TypeKey Technical ConsiderationsRecommended ModificationsDetection Challenges
Serum/PlasmaEndogenous binding proteins can mask epitopesPre-dilution in buffers containing detergents (0.05% Tween-20)Background from cross-reactive proteins
Cell Culture MediaGrowth factors in supplements can cross-reactUse serum-free conditions for final 24-48 hoursVarying matrix effects between media types
Tissue LysatesComplex mixture of proteins and potential proteasesInclude protease inhibitors; homogenize in optimized buffersHigh background; protein degradation
Tumor BiopsiesHeterogeneous cell populations; varying processing statesMicrodissection to isolate relevant regions; rapid processingSpatial variations in expression
Lymphatic FluidLow protein concentration; potential degradationConcentration steps before analysis; rapid processingLimited sample volume availability

Additional technical considerations include:

  • Detection range optimization: Different sample types require different antibody concentrations. For cell culture supernatants, detector antibody at 0.5 μg/mL often proves optimal, while tissue lysates may require higher concentrations to overcome matrix effects .

  • Sample preparation timing: VEGFC stability varies by sample type. Plasma samples should be processed within 30 minutes of collection to prevent degradation, while tissue samples require immediate freezing or fixation .

  • Proteolytic processing: The extent of VEGFC processing varies between tissues and disease states. Antibody pairs must be selected to detect the relevant forms present in specific sample types .

  • Interfering substances: Lipids in serum can interfere with antibody binding. Lipid removal procedures may be necessary for highly lipemic samples .

  • Cross-validation approach: For novel sample types, cross-validation with multiple detection methods (ELISA, Western blot, IHC) is recommended to confirm findings and identify sample-specific limitations .

Optimizing protocols for each specific sample type is essential for reliable VEGFC quantification across different research applications.

How are VEGFC antibody pairs being applied in therapeutic development and monitoring?

VEGFC antibody pairs play pivotal roles in therapeutic development targeting the VEGFC/VEGFR axis:

  • Therapeutic antibody generation: Antibody pairs help screen and validate human monoclonal antibodies with high affinity and specificity for mature VEGFC. These screening systems enable identification of antibodies that can potentially neutralize VEGFC activity in cancer and other diseases .

  • Combination therapy assessment: When evaluating therapies that target multiple aspects of VEGF signaling (such as combined VEGFR-2 and VEGFR-3 blockade), antibody pairs provide quantitative tools to monitor VEGFC levels and ensure target engagement. Studies have shown combination therapies with anti-VEGFR-2 and anti-VEGFR-3 blocking antibodies can have greater effects on reducing metastasis than either approach alone .

  • Receptor dimerization inhibition evaluation: Newer therapeutic approaches aim to inhibit not just ligand binding but receptor dimerization itself. Antibody pairs adapted for proximity ligation assays can quantify how candidate therapeutics affect the formation of receptor complexes in response to VEGFC stimulation .

  • Soluble receptor protein therapeutics: Development of soluble VEGF-C competitors like sVEGFR3-Fc (which traps VEGFC) requires sensitive monitoring of free versus bound VEGFC in circulation, enabled by appropriate antibody pair selection .

  • Biomarker development: VEGFC antibody pairs are being validated as diagnostic and prognostic biomarker assays, particularly in cancers where lymphatic metastasis correlates with VEGFC expression. These assays could identify patients most likely to benefit from anti-lymphangiogenic therapies .

  • Therapeutic resistance monitoring: As with many targeted therapies, resistance may develop through altered processing or expression of the target protein. Antibody pairs that detect different VEGFC epitopes can monitor these changes during treatment .

These applications highlight the translational significance of VEGFC antibody pair technologies beyond basic research contexts.

What novel methodologies are being developed to improve VEGFC detection sensitivity and specificity?

Emerging technologies are enhancing VEGFC detection capabilities:

  • Digital ELISA platforms: Next-generation platforms like Simoa or Quanterix leverage single-molecule detection principles to dramatically improve VEGFC detection sensitivity, potentially reaching femtomolar concentrations. These technologies enable VEGFC quantification in previously challenging samples like cerebrospinal fluid or limited biopsy specimens .

  • Proximity extension assays: These techniques combine the specificity of antibody pairs with nucleic acid amplification. When antibodies bind to VEGFC, attached oligonucleotides come into proximity, enabling PCR amplification and ultrasensitive detection with specificity enhancment .

  • Mass spectrometry immunoassays: By combining antibody-based capture with mass spectrometry detection, researchers can simultaneously quantify multiple VEGFC forms and distinguish between processed variants with high specificity, providing deeper insights into VEGFC biology .

  • Microfluidic-based detection: Miniaturized systems reduce sample volume requirements and increase detection efficiency through optimized surface-to-volume ratios, enabling point-of-care applications and analysis of rare samples .

  • Biolayer interferometry: This label-free technology enables real-time monitoring of VEGFC-antibody interactions, providing kinetic data alongside concentration measurements to better characterize sample quality and antibody performance .

  • Multiplexed detection systems: Advanced platforms now allow simultaneous quantification of VEGFC alongside other angiogenic factors (VEGFA, VEGFD) and receptors (soluble VEGFR2, VEGFR3), providing comprehensive angiogenic profiling from limited samples .

  • In situ proximity ligation adaptations: Refinements to this technique now enable simultaneous visualization of VEGFC protein alongside receptor dimerization events, connecting ligand presence directly to receptor activation in tissue sections .

These methodological advances are expanding the applications of VEGFC detection in both research and clinical settings.

How do researchers integrate VEGFC antibody pair data with other -omics approaches in systems biology?

Modern systems biology research is increasingly integrating VEGFC antibody pair data with other -omics platforms:

  • Integrated proteogenomic analysis: Researchers correlate VEGFC protein levels (measured with antibody pairs) with RNA-seq data to identify post-transcriptional regulation mechanisms. Discrepancies between mRNA and protein levels can reveal regulatory pathways controlling VEGFC expression and processing .

  • Phosphoproteomics correlation: VEGFC quantification is being paired with phosphoproteomic profiling of downstream signaling pathways to create comprehensive signaling maps. This approach reveals how different VEGFC concentrations trigger specific phosphorylation cascades and activation thresholds .

  • Single-cell multi-omic integration: Advanced techniques now combine single-cell RNA-seq with protein detection (including VEGFC) at the single-cell level. This reveals heterogeneity in VEGFC production and response within complex tissues, particularly in tumor microenvironments .

  • Spatial transcriptomics correlation: VEGFC protein detection through immunohistochemistry using antibody pairs is being mapped onto spatial transcriptomics data to understand the relationship between local VEGFC production and gene expression patterns in neighboring cells .

  • Network analysis approaches: VEGFC quantitative data is being incorporated into computational models of angiogenic and lymphangiogenic signaling networks, allowing in silico prediction of system responses to perturbations and identification of potential therapeutic targets .

  • Machine learning integration: Machine learning algorithms increasingly incorporate VEGFC measurement data alongside other molecular and clinical variables to predict patient outcomes and treatment responses in cancer and cardiovascular diseases .

  • Metabolomic correlation: Emerging research links VEGFC signaling to metabolic reprogramming in endothelial cells. Integrated analysis of VEGFC levels with metabolomic profiles helps elucidate how this growth factor influences cellular energetics and biosynthetic activities .

These integrative approaches are essential for understanding VEGFC's role within complex biological systems and developing more effective targeted therapies.

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