GNA12 Antibody, HRP conjugated

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Description

Target and Specificity

  • Target Protein: GNA12 (GenBank Accession: BC087537; UniProt ID: Q03113) .

  • Immunogen: Recombinant human GNA12 protein spanning amino acids 112–270 .

  • Reactivity: Primarily validated for human samples, with cross-reactivity not explicitly reported for other species .

Primary Use Cases

  • ELISA: Directly detects GNA12 in solution-based assays, leveraging HRP’s enzymatic activity for colorimetric signal amplification .

  • Western Blotting (WB): Limited reports, as unconjugated antibodies are typically preferred for WB due to HRP’s large size potentially affecting electrophoretic mobility .

Optimal Dilution Guidelines

ApplicationRecommended DilutionNotes
ELISAUser-determinedTitrate based on sample type and assay setup .

Role in Cellular Signaling

GNA12 is a member of the G12 family of G proteins, regulating pathways such as:

  • C5aR1-PLCβ2-PI3K-AKT-ERK1/2: Inhibits excessive macrophage migration during inflammation by interacting with C5aR1 and PLCβ2 .

  • RhoA-ROCK: Promotes cancer cell invasion and metastasis via RhoA activation .

Cancer-Related Pathways

  • Ovarian Cancer: Upregulates pro-tumorigenic genes (e.g., AKT1, VEGFA, TGFB1) and suppresses apoptosis via BCL2L1 .

  • Pancreatic Cancer: Enhances gastrin-induced migration through cholecystokinin B receptor signaling .

Study FocusKey FindingsCitations
Macrophage MigrationGNA12 suppresses C5a-induced migration by downregulating C5aR1-PLCβ2-ERK1/2 signaling.
Ovarian CancerGNA12 drives a pro-survival network involving AKT1, VEGFA, and BCL2L1.
Cell AdhesionInhibits CDH1-mediated adhesion independently of RhoA activation.

HRP-Conjugated vs. Unconjugated Antibodies

FeatureHRP-Conjugated AntibodyUnconjugated Antibody
Primary ApplicationELISA, direct detectionWB, IHC, IF (requires secondary antibodies)
SensitivityHigh (HRP amplifies signal)Moderate to high (depends on secondary)
FlexibilityLimited to HRP-compatible assaysBroad compatibility (multiplexing possible)

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 your orders within 1-3 business days after receiving them. The delivery time may vary depending on the purchasing method and location. Please consult your local distributors for specific delivery timeframes.
Synonyms
G alpha 12 antibody; G alpha-12 antibody; G-protein subunit alpha-12 antibody; gep antibody; Gna12 antibody; GNA12_HUMAN antibody; guanine nucleotide binding protein (G protein) alpha 12 antibody; Guanine nucleotide binding protein alpha 12 subunit antibody; Guanine nucleotide-binding protein subunit alpha-12 antibody; MGC104623 antibody; MGC99644 antibody; NNX3 antibody; RMP antibody; WUGSC:H_GS165O14.2 antibody
Target Names
Uniprot No.

Target Background

Function
Guanine nucleotide-binding proteins (G proteins) function as modulators or transducers in various transmembrane signaling systems. GNA12 activates the effector molecule RhoA by binding and activating RhoGEFs (ARHGEF12/LARG). Subsequently, GNA12-dependent Rho signaling regulates the transcription factor AP-1 (activating protein-1). Additionally, GNA12-dependent Rho signaling regulates protein phosphatase 2A activation, leading to dephosphorylation of its target proteins. GNA12 promotes tumor cell invasion and metastasis by activating the RhoA/ROCK signaling pathway and upregulating proinflammatory cytokine production. It inhibits CDH1-mediated cell adhesion through a mechanism independent of Rho activation. GNA12, in conjunction with NAPA, promotes CDH5 localization to the plasma membrane. GNA12 may play a role in controlling cell migration through the TOR signaling cascade.
Gene References Into Functions
  1. Galpha12 plays a pivotal role in human airway smooth muscle contraction via RhoA-dependent activation of the PI3K/ROCK axis. Targeting Galpha12 signaling may reveal novel therapeutic targets for asthma. PMID: 28921504
  2. Recent studies demonstrate that c-Jun directly binds to a consensus binding sequence within the GNA12-5' regulatory region, thereby regulating GNA12 transcription. PMID: 28394299
  3. Our findings indicate that Galpha12 protects human umbilical vein endothelial cells (HUVECs) from serum withdrawal-induced apoptosis by maintaining miR-155 expression. PMID: 26632408
  4. RGS22 acts as a tumor suppressor, suppressing human pancreatic adenocarcinoma cell migration by coupling to GNA12/13. PMID: 26323264
  5. Preeclampsia is associated with decreased methylation of the GNA12 promoter. PMID: 26767593
  6. The significance of Galpha12 upregulation in liver tumor progression suggests that Galpha12 is a promising therapeutic target. PMID: 25065598
  7. Results indicate that RMP is a potent factor contributing to portal vein tumor thrombus by promoting IL-6 transcription. PMID: 24704835
  8. A tyrosine residue at the C-terminus of the Galpha subunit plays a crucial role in controlling the activation of G-protein coupled receptors. PMID: 24464644
  9. CREB is a critical signaling node in Lysophosphatidic acid-Lysophosphatidic acid receptor and Galpha12/gep proto-oncogene stimulated oncogenic signaling in ovarian cancer cells. PMID: 24055910
  10. Galpha12 drives oral squamous cell carcinoma invasion through the upregulation of IL-6 and IL-8 cytokines. PMID: 23762476
  11. Ga12 activation in podocytes leads to cumulative changes in glomerular collagen expression, proteinuria, and glomerulosclerosis. PMID: 22249312
  12. This study implicates a G12-stimulated mitogen-activated protein kinase cascade in cancer cell invasion, supporting a role for JNK in cancer progression. PMID: 22087220
  13. In an independent set of 40 banked placental specimens, GNA12 was overexpressed during preeclampsia when co-incident with chronic hypertension. PMID: 21986993
  14. Galpha(i2)-induced signaling can act as a counterbalance to MuRF1-mediated atrophy, indicating that receptors that act through Galpha(i2) might represent potential targets for preventing skeletal muscle wasting. PMID: 22126963
  15. Overexpression of Galpha(s) or Galpha(12) active mutants enhanced androgen-induced androgen receptor transactivation. Galpha(s) active mutant sensitized androgen receptor to castration-level of androgen (R1881). PMID: 21308712
  16. A functional role for JLP in the gep oncogene-regulated neoplastic signaling pathway. PMID: 21472140
  17. Galpha(12/13) regulate AP-1-dependent CYR61 induction in vascular smooth muscle, promoting migration. They are upregulated with CYR61 in arteriosclerotic lesions. PMID: 21212405
  18. Mutations of Galpha12 in its PC1-binding regions do not affect the ability to stimulate apoptosis but are uncoupled from polycystin-1 regulation. PMID: 20837139
  19. Galpha12/13 upregulate matrix metalloproteinase-2 via p53 promoting human breast cell invasion. PMID: 20044778
  20. G(alpha)(12) and G(alpha)13) exert a complex pattern of nonredundant effects in small cell lung cancer cells. PMID: 20160064
  21. This review provides an overview of Galpha12/13 signaling of G protein-coupled receptors with a focus on RhoGTPase nucleotide exchange factor (RhoGEF) proteins as the immediate mediators of G12/13 activation. PMID: 19226283
  22. This review describes the signaling pathways and cellular events stimulated by Galpha12 proteins, emphasizing processes important in regulating cell migration and invasion and potentially involved in the pathophysiology of cancer metastasis. PMID: 19422395
  23. Enhancement of choline kinase activation and phosphocholine production in breast cancer cells occurs via a CaR-Galpha12-Rho signaling pathway. PMID: 19716891
  24. Galpha12 and Galpha13 negatively regulate the adhesive functions of cadherin. PMID: 11976333
  25. Hsp90 binding and acylation of Galpha12 results in localization to lipid rafts. PMID: 12117999
  26. Co-stimulation of G(12/13) and G(i) pathways is sufficient to activate GPIIb/IIIa in human platelets in a mechanism that involves intracellular calcium. PMID: 12297512
  27. Rho activation through Galpha12 and the regulation of RhoGEFs by heterotrimeric G proteins G1213 is further modulated by tyrosine phosphorylated leukemia-associated RhoGEF. PMID: 12515866
  28. Selective activation of Galpha(12) and Galpha(13) by thrombin and LPA, respectively, is determined by the N-terminal short sequences of alpha subunits. PMID: 12594220
  29. Galpha12-p120ctn interaction acts as a molecular switch, regulating cadherin-mediated cell-cell adhesion. PMID: 15240885
  30. Galpha12 plays a role in directly regulating PP2A activity and tau phosphorylation. PMID: 15525651
  31. An altered form of G alpha 12 is identified that is selectively uncoupled from one signaling pathway (RhoGEF) while retaining signaling capacity through a separate pathway (effector protein E-cadherin). PMID: 15746095
  32. G alpha12 interaction with alphaSNAP induces VE-cadherin localization at endothelial junctions and regulates barrier function. PMID: 15980433
  33. Galpha12 plays a role in polarity and tail formation as spermatids mature. Furthermore, Galpha12 may be a candidate protein responsible for azoospermia caused by spermatogenic disturbance or midpiece deformities. PMID: 16612612
  34. G12 has a role in breast cancer invasion. PMID: 16705036
  35. Results identify G12 family proteins Galpha12 and 13 as important regulators of prostate cancer invasion, suggesting that these proteins may be targeted to limit invasion- and metastasis-induced prostate cancer patient mortality. PMID: 16787920
  36. G alpha(12/13) regulate basal p53 levels via mdm4, constituting a cell signaling pathway distinct from p53 phosphorylations elicited by genotoxic stress. PMID: 17510313
  37. Mechanisms of thrombin-stimulated apoptosis through endogenous Galpha12 include loss of Bcl-2, JNK activation, and upregulation of IkappaBalpha. PMID: 17565996
  38. This research provides the first examination of Galpha12 and Galpha13 in the human heart, demonstrating selective activation of human atrial Galpha12 and Galpha13 by endothelin and angiotensin receptors, respectively. PMID: 17878759
  39. The role of RBaK, PMS2, and GNA12 in the inheritance of familial hyperaldosteronism type II was investigated. PMID: 18307725
  40. A pronounced and rapid translocation of p115-RhoGEF from the cytosol to the plasma membrane was observed upon activation of several G(12/13)-coupled receptors in a cell type-independent fashion. PMID: 18320579
  41. G alpha12Q229L variants uncoupled from RhoGEFs (but not fully functional activated G alpha12Q229L) induced transformation of the mitochondrial network into punctate mitochondria and resulted in a loss of mitochondrial membrane potential. PMID: 18367648
  42. AC7 is a specific downstream effector of the G(12/13) pathway. PMID: 18541530
  43. These results indicate that activation of Galpha(12/13) in cardiomyocytes by the extracellular nucleotides-stimulated P2Y(6) receptor triggers fibrosis in pressure overload-induced cardiac fibrosis. PMID: 19008857
  44. TXA(2) receptor mediates water influx through aquaporins in astrocytoma cells via TXA(2) receptor-mediated activation of G alpha(12/13), Rho A, Rho kinase, and Na(+)/H(+)-exchanger. PMID: 19772916

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Database Links

HGNC: 4380

OMIM: 604394

KEGG: hsa:2768

STRING: 9606.ENSP00000275364

UniGene: Hs.487341

Protein Families
G-alpha family, G(12) subfamily
Subcellular Location
Cell membrane; Lipid-anchor. Lateral cell membrane; Lipid-anchor. Cytoplasm.

Q&A

What is the exact specificity of the GNA12 Antibody (HRP conjugated)?

The GNA12 antibody (HRP conjugated) demonstrates specificity for amino acids 112-270 of the human Guanine nucleotide-binding protein subunit alpha-12 (GNA12). This polyclonal antibody is raised in rabbits using recombinant Human Guanine nucleotide-binding protein subunit alpha-12 protein (112-270AA) as the immunogen, resulting in IgG isotype antibodies with >95% purity following Protein G purification . The antibody's specificity is particularly relevant for detecting the 44.3 kilodalton GNA12 protein, also known as Galpha 12, NNX3, RMP, or gep in human samples .

What experimental controls should be included when using GNA12 Antibody (HRP conjugated)?

For rigorous experimental design with GNA12 Antibody (HRP conjugated), implement the following controls:

  • Positive Control: Use cell lines known to express GNA12, such as SKOV3 ovarian cancer cells as referenced in current literature

  • Negative Control: Include either GNA12 knock-out/knock-down samples (e.g., SKOV3 cells with silenced GNA12 expression) or cell lines not expressing GNA12

  • Isotype Control: Include rabbit IgG (HRP conjugated) at the same concentration as the GNA12 antibody to account for non-specific binding

  • Technical Control: Perform parallel experiments with unconjugated GNA12 antibody followed by secondary HRP detection to compare signal specificity

These controls help distinguish true signals from background and validate experimental findings when investigating GNA12-related signaling pathways.

How should GNA12 Antibody (HRP conjugated) be optimized for ELISA assays?

Optimizing GNA12 Antibody (HRP conjugated) for ELISA requires systematic parameter adjustment:

Optimization Protocol:

  • Antibody Titration: Test serial dilutions (1:500 to 1:10,000) to determine optimal concentration balancing signal strength and background

  • Sample Preparation: For cellular samples, use lysis buffers containing protease inhibitors to preserve GNA12 protein integrity

  • Blocking Optimization: Test multiple blocking agents (5% BSA, 5% non-fat milk, commercial blockers) to minimize background while preserving specific signal

  • Incubation Parameters: Compare results from varying incubation times (1-24 hours) and temperatures (4°C, room temperature)

  • Substrate Selection: For HRP detection, compare TMB, ABTS, and chemiluminescent substrates for optimal signal-to-noise ratio

This methodical approach leads to optimized signal detection while minimizing background interference, particularly important when studying GNA12's role in complex signaling cascades involved in oncogenic processes .

What are the recommended sample preparation methods when detecting GNA12 in cell or tissue samples?

For optimal detection of GNA12 in experimental samples, preparation methods should account for GNA12's membrane association and signaling network context:

Cell Sample Preparation:

  • Harvest cells at 80-90% confluence to ensure adequate GNA12 expression

  • Use membrane-compatible lysis buffers containing 1% NP-40 or Triton X-100 with protease inhibitor cocktail

  • Perform lysis on ice for 30 minutes with periodic vortexing

  • Clear lysates by centrifugation at 14,000×g for 15 minutes at 4°C

  • Quantify protein concentration using BCA or Bradford assay prior to analysis

Tissue Sample Preparation:

  • Flash-freeze tissue samples immediately after collection

  • Homogenize tissues in RIPA buffer supplemented with phosphatase inhibitors (particularly important when studying GNA12 signaling pathways)

  • Process tissues using mechanical disruption followed by sonication

  • Clear homogenates by centrifugation at 16,000×g for 20 minutes at 4°C

These protocols preserve GNA12's native state and prevent degradation, particularly important when investigating its role in transmitting signals from plasma membrane receptors to downstream effectors in cancer progression models .

How can GNA12 Antibody (HRP conjugated) be utilized to investigate LPA-GNA12 signaling in ovarian cancer models?

To investigate LPA-GNA12 signaling pathways in ovarian cancer using HRP-conjugated GNA12 antibody:

Experimental Approach:

  • LPA Stimulation: Treat ovarian cancer cells (e.g., SKOV3, Kuramochi) with lysophosphatidic acid (LPA) at varying concentrations (0.1-10 μM) and timepoints (5min-24h)

  • Pathway Inhibition: Include parallel samples treated with G-protein signaling inhibitors to confirm specificity

  • ELISA Detection: Utilize the HRP-conjugated GNA12 antibody to quantify changes in GNA12 protein levels or post-translational modifications

  • Downstream Analysis: Compare GNA12-regulated gene expression using transcriptomic approaches similar to those described in current literature

Results Interpretation Table:

Experimental ConditionExpected GNA12 SignalDownstream Effects
Basal (untreated)BaselineNormal expression of GNA12-regulated genes
LPA stimulationIncreased activityUpregulation of pro-tumorigenic network (AKT1, VEGFA, TGFB1, BCL2L1, STAT3)
GNA12 silencingDecreased detectionUpregulation of growth-suppressive network (PSMB6, PSMA6, PSMA5, UBE2E1, PSMD10)
LPA + G-protein inhibitorAttenuated responsePartial blockade of pro-tumorigenic network

This approach provides quantitative data on GNA12's role in transmitting signals from LPA receptors to downstream oncogenic networks, advancing understanding of ovarian cancer pathophysiology .

What troubleshooting approaches can resolve non-specific binding issues with GNA12 Antibody (HRP conjugated)?

When encountering non-specific binding with HRP-conjugated GNA12 antibody, implement this systematic troubleshooting approach:

Troubleshooting Protocol:

  • Blocking Optimization:

    • Test alternative blocking solutions (1-5% BSA, casein, commercial blockers)

    • Extend blocking time to 2-3 hours at room temperature

    • Add 0.1-0.3% Tween-20 to all wash and incubation buffers

  • Antibody Dilution Series:

    • Prepare a broader dilution series (1:500 to 1:20,000)

    • Include longer primary antibody incubation at 4°C (overnight)

  • Sample Preparation Refinement:

    • Pre-clear samples with Protein G beads to remove components causing non-specific binding

    • Include detergent titration in sample buffers (0.05-0.3% Tween-20)

  • Control Integration:

    • Run parallel wells with rabbit IgG-HRP at equivalent concentration

    • Include GNA12-depleted samples (using siRNA knockdown as described in research)

This approach systematically identifies and eliminates sources of non-specific binding, particularly important when studying GNA12 in complex samples where other G-protein subunits may cross-react with the antibody.

How does GNA12 interface with proteasomal pathways in cancer progression?

Recent transcriptomic analyses reveal a complex relationship between GNA12 and proteasomal regulation:

GNA12 appears to suppress a growth-inhibitory network involving multiple proteasome components. When GNA12 is silenced in ovarian cancer cells, research shows upregulation of proteasome components including proteasome 20S subunit (PSM) β6, PSMα6, PSM ATPase 5, ubiquitin conjugating enzyme E2 E1 (UBE2E1), PSM non-ATPase 10, and anaphase promoting complex subunit 1 (ANAPC1) . This suggests GNA12 normally suppresses these components.

Mechanistic Implications:

  • Proteasomal proteolytic machinery can induce death receptor-mediated apoptosis in specific contexts

  • UBE2E1 (upregulated when GNA12 is silenced) can complex with polycomb repressive complex 1 (PRC1), potentially affecting tumor suppressor silencing

  • ANAPC1, also upregulated with GNA12 silencing, is part of APC/C, which regulates cell cycle arrest by marking cyclins for proteasomal degradation

These findings suggest GNA12 antibodies can be valuable tools for investigating the intersection of G-protein signaling and proteasomal regulation in cancer cells, potentially revealing new therapeutic targets at this unexplored interface.

What are the key signaling nodes to monitor when studying GNA12-mediated oncogenic networks using this antibody?

When using GNA12 antibody to investigate oncogenic networks, focus on these critical signaling nodes identified through transcriptomic and bioinformatic analyses:

Key Pro-tumorigenic Nodes Upregulated by GNA12:

  • AKT1 (Protein kinase B)

  • VEGFA (Vascular endothelial growth factor A)

  • TGFB1 (Transforming growth factor beta 1)

  • BCL2L1 (B-cell lymphoma 2 like 1)

  • STAT3 (Signal transducer and activator of transcription 3)

  • IGF1 (Insulin-like growth factor 1)

  • GHRH (Growth hormone releasing hormone)

Growth-Suppressive Network Downregulated by GNA12:

  • PSMB6 (Proteasome 20S subunit beta 6)

  • PSMA6 (Proteasome 20S subunit alpha 6)

  • PSMA5 (Proteasome ATPase 5)

  • UBE2E1 (Ubiquitin conjugating enzyme E2 E1)

  • PSMD10 (Proteasome non-ATPase 10)

  • NDUFA4 (NDUFA4 mitochondrial complex-associated)

  • NDUFB8 (NADH:ubiquinone oxidoreductase subunit B8)

  • ANAPC1 (Anaphase promoting complex subunit 1)

Experimental Design Considerations:
When investigating these networks, design experiments to capture both direct GNA12 effects and downstream cascades, potentially through time-series analysis following LPA stimulation compared to GNA12 silencing conditions. Monitor cellular phenotypes associated with GO biological processes including cell adhesion, proliferation, and motility alongside molecular changes in these key nodes .

How does the specificity of GNA12 Antibody (HRP conjugated) targeting AA 112-270 compare with antibodies targeting other regions of the protein?

The GNA12 antibody targeting AA 112-270 region presents distinct characteristics compared to antibodies targeting other protein regions:

Comparative Specificity Analysis:

Antibody Target RegionAdvantagesLimitationsBest Applications
AA 112-270 (Middle region)Covers functional domains; HRP conjugation eliminates secondary antibody stepMay miss N/C-terminal interactionsDirect ELISA; detecting full-length protein
AA 1-200 (N-terminal)Useful for detecting N-terminal processing; overlaps with AA 112-270May miss C-terminal interactionsWB, IHC for full-length GNA12
AA 301-381 (C-terminal)Accesses unique C-terminal regulatory domainsDoes not detect N-terminal regionsELISA, IF(cc), IF(p), IHC(p), IHC(fro)
AA 46-75 (N-terminal)Targets unique GTPase domainNarrow epitope may limit sensitivityWB for specific conformations
Ser67 (Phospho-specific)Detects activation-specific phosphorylationOnly detects phosphorylated formWB, IHC(p) for signaling studies

The specificity for AA 112-270 provides strategic advantages when studying GNA12's role in LPA/LPAR signaling as this region contains domains crucial for interaction with downstream effectors involved in oncogenic networks . When selecting antibodies for specific applications, researchers should consider these regional differences to optimize detection of relevant protein states and interactions.

What cross-reactivity should researchers be aware of when using GNA12 Antibody (HRP conjugated) across different species?

Understanding cross-reactivity profiles is essential for experimental design with GNA12 antibodies:

  • Human-only Reactivity: Several GNA12 antibodies, including those targeting AA 112-270, AA 301-381, and Ser67, show specificity primarily for human samples

  • Multi-species Reactivity:

    • Antibodies targeting the C-terminal region often show cross-reactivity with human, rat, and mouse samples

    • Some GNA12 antibodies demonstrate broader cross-reactivity across human, rat, mouse, dog, guinea pig, horse, rabbit, cow, zebrafish, hamster, monkey, and pig samples

  • Sequence Conservation Considerations:
    When planning cross-species experiments, researchers should align GNA12 sequences from target species with the human AA 112-270 region to predict potential cross-reactivity. The G-protein alpha subunit shows considerable conservation across mammals, but validation is required before using in non-human models.

For definitive cross-species applications, preliminary validation experiments comparing human samples with target species are strongly recommended to confirm reactivity before conducting full experimental series.

How can GNA12 Antibody (HRP conjugated) be integrated into multiplexed detection systems for pathway analysis?

Integrating HRP-conjugated GNA12 antibody into multiplexed detection systems enables comprehensive pathway analysis:

Multiplexed Integration Strategies:

  • Sequential Multiplex ELISA:

    • Utilize HRP substrate with precipitating chromogens that remain localized

    • After first detection, quench HRP activity with sodium azide or hydrogen peroxide

    • Proceed with second antibody detection using different HRP substrate color

    • This approach allows detection of GNA12 alongside other pathway components identified in oncogenic networks (AKT1, VEGFA, TGFB1)

  • Antibody Microarray Integration:

    • Print capture antibodies for multiple pathway components in array format

    • Process samples across the array

    • Use GNA12 antibody-HRP as a detection reagent

    • Develop with chemiluminescent substrate for digital imaging

    • Useful for simultaneously analyzing GNA12 alongside its pro-tumorigenic network components

  • Proximity Ligation Adaptation:

    • Combine GNA12 antibody-HRP with secondary proximity probes

    • Use proximity ligation to detect specific GNA12 protein-protein interactions

    • Particularly valuable for investigating interactions between GNA12 and components of the proteasomal pathway identified as being regulated by GNA12

These multiplexed approaches provide systems-level data on GNA12's integration within broader signaling networks, advancing understanding of its role in cancer progression beyond isolated protein detection.

What considerations are important when using GNA12 Antibody (HRP conjugated) in transcriptomic validation studies?

When using GNA12 Antibody (HRP conjugated) to validate transcriptomic findings, consider these important factors:

Validation Strategy Framework:

  • Correlation Between Transcript and Protein Levels:

    • Transcriptomic studies have identified GNA12-regulated genes, but protein-level validation is crucial

    • Design ELISA-based validation of key hub genes identified in transcriptomic analyses (AKT1, VEGFA, TGFB1, BCL2L1, STAT3)

    • Compare relative quantification across transcript and protein levels

  • Time-Course Considerations:

    • Transcriptional changes often precede protein-level changes

    • Design time-series experiments (0-72 hours) following GNA12 modulation

    • Use HRP-conjugated antibody for protein detection at multiple timepoints to capture the temporal relationship between GNA12 levels and downstream effects

  • Pathway Validation:

    • Gene Ontology (GO) analysis identified enriched biological processes including cell adhesion, proliferation, and cell motility

    • Design functional assays evaluating these processes alongside GNA12 protein detection

    • Correlate protein-level changes with phenotypic outcomes to validate pathway predictions

  • Causality Determination:

    • Use GNA12 antibody in rescue experiments following GNA12 silencing

    • Reintroduce wild-type or mutant GNA12 and measure restoration of downstream pathway components

    • This approach validates direct causality in GNA12-regulated transcriptional networks

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