GNA12 Antibody, FITC conjugated

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Description

Target and Immunogen

FITC-conjugated GNA12 antibodies target the GNA12 protein, specifically binding to epitopes within amino acids 112–270 of the human protein . This region is conserved across species but primarily validated for human samples.

ParameterDetails
ImmunogenRecombinant Human GNA12 (AA 112–270)
EpitopeMiddle region of GNA12 (not Ser67-specific)
Host/ClonalityRabbit Polyclonal
ConjugateFITC (Fluorescein Isothiocyanate)

Key Properties

FITC-conjugated GNA12 antibodies are optimized for fluorescence-based assays, with the following features:

FeatureDetails
ReactivityHuman-specific ; no cross-reactivity reported for other species.
PurificationProtein G affinity chromatography (>95% purity)
Storage-20°C; avoid repeated freeze-thaw cycles
BufferPBS with 0.03% Proclin 300 or sodium azide

Recommended Uses

FITC-conjugated GNA12 antibodies are primarily employed in:

  • Immunofluorescence (IF): Localization of GNA12 in fixed or live cells.

  • Flow Cytometry: Quantitative analysis of GNA12 expression in cell populations.

  • Western Blot (WB): Validation of protein expression, though unconjugated versions are preferred for WB .

Protocol Guidelines

ApplicationDilutionFixationDetection
IF1:50–1:200 4% ParaformaldehydeFluorescence microscopy (488 nm excitation)
IHC1:200–1:500 Paraffin-embedded sectionsFITC signal visualization
WBNot recommended

Role of GNA12 in Pathological Processes

While FITC-conjugated antibodies are tools for detection, studies on GNA12’s role in disease highlight their utility:

  • Cancer Progression: GNA12 activates RhoA/ROCK signaling, promoting metastasis and therapy resistance .

  • Cell Adhesion: GNA12 inhibits E-cadherin-mediated adhesion, facilitating tumor invasion .

  • Renal Cystogenesis: GNA12 knockdown reduces cyst formation in Pkd1-deficient models, linking it to polycystic kidney disease .

Mechanistic Studies

FITC-labeled GNA12 antibodies enable visualization of protein localization during signaling events, such as:

  • Membrane Recruitment: GNA12 translocates to the plasma membrane upon activation by GPCRs or LPA receptors .

  • Nuclear Signaling: GNA12 may interact with transcription factors like AP-1 to regulate gene expression .

References and Citations

  • GNA12’s oncogenic role:

  • Protocol details:

  • Cancer and renal disease models:

For experimental validation, refer to the cited sources for methodological details.

Product Specs

Buffer
Preservative: 0.03% ProClin 300; Constituents: 50% Glycerol, 0.01M PBS, pH 7.4
Form
Liquid
Lead Time
Product shipment typically occurs within 1-3 business days of order receipt. Delivery times may vary depending on the purchasing method and destination. Please contact your local distributor for precise delivery estimates.
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), such as GNA12, function as modulators or transducers in various transmembrane signaling pathways. 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). This signaling pathway also regulates protein phosphatase 2A activation, leading to the dephosphorylation of its target proteins. GNA12 promotes tumor cell invasion and metastasis by activating the RhoA/ROCK signaling pathway and upregulating proinflammatory cytokine production. Furthermore, it inhibits CDH1-mediated cell adhesion through a mechanism independent of Rho activation. In collaboration with NAPA, GNA12 facilitates CDH5 localization to the plasma membrane. GNA12 may also play a role in controlling cell migration via the TOR signaling cascade.

Gene References Into Functions

The following studies highlight the diverse roles of GNA12:

  1. Gα12 plays a crucial role in human airway smooth muscle contraction via RhoA-dependent activation of the PI3K/ROCK axis; targeting Gα12 signaling may reveal novel therapeutic targets for asthma. PMID: 28921504
  2. c-Jun directly binds to a consensus binding sequence within the GNA12 5' regulatory region, thereby regulating GNA12 transcription. PMID: 28394299
  3. Gα12 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, repressing human pancreatic adenocarcinoma cell migration by interacting with GNA12/13. PMID: 26323264
  5. Preeclampsia is associated with decreased methylation of the GNA12 promoter. PMID: 26767593
  6. Upregulation of Gα12 in liver tumor progression suggests it as a potential therapeutic target. PMID: 25065598
  7. RMP contributes to portal vein tumor thrombus formation by promoting IL-6 transcription. PMID: 24704835
  8. A tyrosine residue at the C-terminus of the Gα subunit plays a crucial role in controlling G-protein coupled receptor activation. PMID: 24464644
  9. CREB is a critical signaling node in lysophosphatidic acid-lysophosphatidic acid receptor and Gα12/gep proto-oncogene stimulated oncogenic signaling in ovarian cancer cells. PMID: 24055910
  10. Gα12 drives oral squamous cell carcinoma invasion through upregulation of IL-6 and IL-8 cytokines. PMID: 23762476
  11. Gα12 activation in podocytes leads to changes in glomerular collagen expression, proteinuria, and glomerulosclerosis. PMID: 22249312
  12. A G12-stimulated mitogen-activated protein kinase cascade is implicated in cancer cell invasion, with JNK playing a role in cancer progression. PMID: 22087220
  13. In placental specimens, GNA12 was overexpressed during preeclampsia when co-occurring with chronic hypertension. PMID: 21986993
  14. Gα(i2)-induced signaling counterbalances MuRF1-mediated atrophy, suggesting receptors acting through Gα(i2) as potential targets for preventing skeletal muscle wasting. PMID: 22126963
  15. Overexpression of Gα(s) or Gα(12) active mutants enhanced androgen-induced androgen receptor transactivation. Gα(s) active mutant sensitized androgen receptor to castration-level androgen (R1881). PMID: 21308712
  16. JLP plays a functional role in the gep oncogene-regulated neoplastic signaling pathway. PMID: 21472140
  17. Gα(12/13) regulate AP-1-dependent CYR61 induction in vascular smooth muscle, promoting migration, and are upregulated with CYR61 in arteriosclerotic lesions. PMID: 21212405
  18. Mutations in Gα12's PC1-binding regions do not affect its ability to stimulate apoptosis, indicating uncoupling from polycystin-1 regulation. PMID: 20837139
  19. Gα12/13 upregulate matrix metalloproteinase-2 via p53, promoting human breast cell invasion. PMID: 20044778
  20. Gα(12) and Gα(13) exert complex, non-redundant effects in small cell lung cancer cells. PMID: 20160064
  21. This review provides an overview of Gα12/13 signaling from G protein-coupled receptors, focusing on RhoGTPase nucleotide exchange factor (RhoGEF) proteins as immediate mediators of G12/13 activation. PMID: 19226283
  22. This review describes the signaling pathways and cellular events stimulated by Gα12 proteins, emphasizing processes regulating cell migration and invasion and their potential involvement in cancer metastasis. PMID: 19422395
  23. Enhanced choline kinase activation and phosphocholine production in breast cancer cells occur via a CaR-Gα12-Rho signaling pathway. PMID: 19716891
  24. Gα12 and Gα13 negatively regulate cadherin adhesive functions. PMID: 11976333
  25. Hsp90 binding and acylation of Gα12 results in localization to lipid rafts. PMID: 12117999
  26. Co-stimulation of G(12/13) and G(i) pathways activates GPIIb/IIIa in human platelets via intracellular calcium. PMID: 12297512
  27. Rho activation through Gα12 and the regulation of RhoGEFs by heterotrimeric G proteins G1213 are further modulated by tyrosine phosphorylated leukemia-associated RhoGEF. PMID: 12515866
  28. Selective activation of Gα(12) and Gα(13) by thrombin and LPA, respectively, is determined by the N-terminal short sequences of α subunits. PMID: 12594220
  29. Gα12-p120ctn interaction acts as a molecular switch regulating cadherin-mediated cell-cell adhesion. PMID: 15240885
  30. Gα12 directly regulates PP2A activity and tau phosphorylation. PMID: 15525651
  31. An altered form of Gα12 is selectively uncoupled from one signaling pathway (RhoGEF) while retaining signaling through another (E-cadherin). PMID: 15746095
  32. Gα12 interaction with αSNAP induces VE-cadherin localization at endothelial junctions and regulates barrier function. PMID: 15980433
  33. Gα12 plays a role in polarity and tail formation during spermatid maturation and may be implicated in azoospermia. PMID: 16612612
  34. Gα12 is involved in breast cancer invasion. PMID: 16705036
  35. Gα12 and Gα13 are important regulators of prostate cancer invasion, suggesting them as potential therapeutic targets. PMID: 16787920
  36. Gα(12/13) regulate basal p53 levels via mdm4, through a pathway distinct from genotoxic stress-induced p53 phosphorylations. PMID: 17510313
  37. Thrombin-stimulated apoptosis via endogenous Gα12 involves loss of Bcl-2, JNK activation, and IκBα upregulation. PMID: 17565996
  38. Selective activation of human atrial Gα12 and Gα13 by endothelin and angiotensin receptors, respectively, is demonstrated. PMID: 17878759
  39. The roles of RBaK, PMS2, and GNA12 in familial hyperaldosteronism type II inheritance were studied. PMID: 18307725
  40. Upon activation of G(12/13)-coupled receptors, p115-RhoGEF translocates from the cytosol to the plasma membrane. PMID: 18320579
  41. Gα12Q229L variants, uncoupled from RhoGEFs, induce mitochondrial network transformation and loss of mitochondrial membrane potential. PMID: 18367648
  42. AC7 is a specific downstream effector of the G(12/13) pathway. PMID: 18541530
  43. Activation of Gα(12/13) in cardiomyocytes by P2Y(6) receptors triggers fibrosis in pressure overload-induced cardiac fibrosis. PMID: 19008857
  44. The TXA(2) receptor mediates water influx through aquaporins in astrocytoma cells via TXA(2) receptor-mediated activation of Gα(12/13), Rho A, Rho kinase, and Na(+)/H(+)-exchanger. PMID: 19772916
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 GNA12 and what cellular functions does it regulate?

GNA12 (Guanine Nucleotide Binding Protein Alpha 12) functions as a modulator or transducer in various transmembrane signaling systems. It plays critical roles in:

  • Cell migration control through TOR signaling cascade

  • Regulation of biological processes associated with cancer progression

  • Transmembrane signal transduction as part of G protein complexes

G proteins, including GNA12, are heterotrimeric complexes composed of three units (alpha, beta, and gamma), with the alpha chain containing the guanine nucleotide binding site responsible for GTP hydrolysis . GNA12 is primarily localized near the cell surface membrane, consistent with its role in transmitting signals from membrane-bound receptors .

What are the optimal storage conditions for GNA12 Antibody, FITC conjugated to maintain functionality?

For maximum stability and performance of FITC-conjugated GNA12 antibodies:

  • Store at -20°C in buffer containing 0.02% sodium azide and 50% glycerol (pH 7.3)

  • Stable for one year after shipment when properly stored

  • Aliquoting is unnecessary for -20°C storage of small volume (20μl) sizes

  • Avoid repeated freeze-thaw cycles to prevent denaturation and loss of fluorescence activity

  • Protect from light exposure to prevent photobleaching of the FITC fluorophore

What are the recommended dilutions for different applications of GNA12 Antibody, FITC conjugated?

Based on validated experimental protocols, the following application-specific dilutions are recommended:

ApplicationRecommended DilutionNotes
Western Blot (WB)1:500-1:1000Sample-dependent optimization may be required
Immunofluorescence (IHC-P)1:50-200Paraffin-embedded tissues
ELISAVariableEmpirical optimization recommended
Flow CytometryVariableRequires titration for optimal signal-to-noise ratio

Note: It is essential to conduct titration experiments for each application and sample type to determine optimal antibody concentration and minimize background signal .

How do I troubleshoot weak signal when using GNA12 Antibody, FITC conjugated for immunofluorescence microscopy?

When encountering weak fluorescence signals in immunofluorescence experiments with FITC-conjugated GNA12 antibody, consider the following methodological improvements:

  • Antigen retrieval optimization: If using fixed tissues or cells, ensure appropriate antigen retrieval (heat-induced or enzymatic) to expose epitopes masked during fixation

  • Dilution adjustment: Test a more concentrated antibody dilution (1:50 instead of 1:200)

  • Permeabilization enhancement: Optimize detergent concentration and incubation time to improve antibody access to intracellular GNA12

  • Signal amplification: Consider implementing tyramide signal amplification (TSA) system for low-abundance targets

  • Photobleaching prevention: Minimize exposure to light during processing and incorporate anti-fade mounting media

  • Microscopy parameters: Adjust exposure time, gain, and detector sensitivity while avoiding autofluorescence

If GNA12 expression is expected to be low in your experimental system, consider using higher antibody concentrations or switching to a more sensitive detection method.

How can I validate the specificity of GNA12 Antibody, FITC conjugated in my experimental system?

Rigorous validation of antibody specificity is crucial for reliable results. Implement these methodological approaches:

  • Positive controls: Include cell lines with confirmed GNA12 expression (e.g., HeLa or HepG2)

  • Negative controls:

    • Isotype control antibody (FITC-conjugated rabbit IgG)

    • Secondary antibody-only control

    • Use of cells with GNA12 knockdown/knockout

  • Epitope blocking: Pre-incubate antibody with immunogenic peptide (recombinant GNA12 AA 112-270)

  • Orthogonal validation: Confirm findings using different GNA12 antibodies targeting distinct epitopes

  • Western blot confirmation: Verify detection of the expected 37-39 kDa band in parallel with immunofluorescence experiments

  • Subcellular localization assessment: Confirm membrane-proximal localization consistent with GNA12's known cellular distribution

What are the considerations for multiplexing GNA12 Antibody, FITC conjugated with other fluorescent markers?

When designing multiplex immunofluorescence experiments incorporating FITC-conjugated GNA12 antibody:

  • Spectral compatibility: Select additional fluorophores with minimal spectral overlap with FITC (excitation ~495nm, emission ~520nm)

    Recommended Compatible FluorophoresExcitation PeakEmission Peak
    Cy3~550 nm~570 nm
    Alexa Fluor 647~650 nm~665 nm
    Pacific Blue~410 nm~455 nm
  • Signal intensity balancing: Adjust individual antibody concentrations to achieve comparable signal intensities

  • Sequential staining: Consider sequential rather than simultaneous antibody incubation if cross-reactivity occurs

  • Appropriate controls: Include single-color controls for spectral compensation during analysis

  • Antibody host species: Select primary antibodies from different host species to prevent cross-reactivity of secondary antibodies

  • GNA12 colocalization studies: Prioritize membrane/subcellular markers that provide biological context for GNA12 function

How can GNA12 Antibody, FITC conjugated be employed to investigate the LPA/LPAR/GNA12 signaling pathway in cancer models?

The LPA/LPAR/GNA12 signaling pathway plays a significant role in cancer progression, particularly in ovarian cancer . Methodological approaches include:

  • Proximity ligation assays: Combine GNA12-FITC antibody with LPA receptor antibodies to detect in situ protein interactions

  • Flow cytometry: Quantify GNA12 expression levels across patient-derived samples with varying degrees of LPA receptor expression

  • Live-cell imaging: Track dynamic changes in GNA12 localization following LPA stimulation using the direct FITC visualization

  • GNA12 silencing experiments: Compare pathway activation before and after GNA12 knockdown using techniques described in :

    • Transcriptomic profiling revealed that GNA12 silencing altered expression of genes involved in:

      • PI3K/AKT signaling pathway

      • VEGF signaling

      • Chemotherapy resistance mechanisms

      • FoxO signaling

  • Hub protein analysis: Investigate interactions between GNA12 and identified hub proteins in pro-tumorigenic networks:

    • AKT1, VEGFA, TGFB1, BCL2L1, STAT3 (all downregulated in GNA12-silenced cells)

Experimental design should include controls for confirming pathway activation status and appropriate inhibitors to establish causal relationships.

What methodological approaches can resolve contradictory data regarding GNA12 antibody reactivity across species?

When encountering inconsistent cross-reactivity data across species (as observed in the information sources):

  • Epitope sequence analysis: Compare the conservation of the target epitope (AA 112-270) across species:

    • Perform BLAST alignment of human, mouse, and rat GNA12 sequences focusing on this region

    • Identify potential species-specific post-translational modifications

  • Validation across multiple cell lines:

    • Human: HeLa, HepG2

    • Mouse: Primary tissues or established cell lines

    • Rat: Primary tissues or established cell lines

  • Western blot analysis with protein loading controls:

    • Load equal protein amounts from different species

    • Confirm molecular weight differences (if any) between species

    • Compare signal intensity normalized to loading controls

  • Absorption controls:

    • Pre-absorb antibody with recombinant GNA12 proteins from different species

    • Assess remaining reactivity to determine specificity

  • Alternative detection methods:

    • Compare results using different anti-GNA12 antibodies with distinct epitopes

    • Consider RNA-level validation (RT-PCR) to correlate with protein detection

Different antibody lots or clones may exhibit variable cross-reactivity. Document batch information and standardize protocols when comparing studies across different laboratories.

How can GNA12 Antibody, FITC conjugated be utilized to investigate the role of GNA12 in proteasomal degradation pathways?

Recent research has revealed GNA12's involvement in suppressing proteasomal pathways , presenting an intriguing area for investigation:

  • Co-localization studies with proteasome components:

    • Use GNA12-FITC antibody alongside antibodies against PSM subunits (PSMA6, PSMC5, etc.)

    • Analyze spatial relationships in response to proteasome inhibitors (e.g., bortezomib)

  • Temporal dynamics analysis:

    • Track GNA12 localization changes during cell cycle progression

    • Correlate with activity of APC/C (anaphase-promoting complex/cyclosome)

  • Ubiquitination pathway interaction:

    • Investigate GNA12 relationship with UBE2E1 (E2-ubiquitin conjugating enzyme)

    • Analyze impact on PRC1-mediated silencing of tumor suppressor genes

  • Functional assays:

    • Compare proteasome activity in cells with normal vs. silenced GNA12 expression

    • Assess impact on programmed cell death pathways

  • Therapeutic intervention assessment:

    • Monitor GNA12 expression/localization changes following treatment with:

      • Proteasome inhibitors

      • Ubiquitin-proteasome system modulators

      • Cell cycle checkpoint inhibitors

Research indicates GNA12 silencing upregulates components of the proteasomal machinery including PSMA6, PSMC5, ANAPC1, and UBE2E1 , suggesting a regulatory role worth exploring through these methodological approaches.

How should flow cytometry data using GNA12 Antibody, FITC conjugated be analyzed and interpreted?

When analyzing flow cytometry data generated with FITC-conjugated GNA12 antibody:

  • Gating strategy optimization:

    • Gate on viable cells using appropriate viability dye

    • Remove doublets using FSC-H vs. FSC-A

    • Include unstained, isotype, and FMO (fluorescence minus one) controls

  • Signal intensity quantification:

    • Report median fluorescence intensity (MFI) rather than mean when distribution is non-Gaussian

    • Calculate signal-to-noise ratio compared to controls

  • Population heterogeneity analysis:

    • Determine if GNA12 expression is uniform or reveals distinct subpopulations

    • Correlate with functional parameters or other markers

  • Intracellular vs. surface staining interpretation:

    • GNA12 is predominantly membrane-associated but may have intracellular pools

    • Permeabilization protocol efficiency affects intracellular detection

  • Compensation considerations:

    • FITC spillover into PE channel requires appropriate compensation

    • Include single-color controls for each fluorophore

  • Data normalization for comparison:

    • Express results as fold change over control or reference population

    • Consider ratios to housekeeping proteins for relative quantification

What are the critical considerations when designing experiments to investigate GNA12's role in cancer signaling pathways?

When exploring GNA12's involvement in cancer signaling using FITC-conjugated antibodies:

  • Cell model selection:

    • Use cell lines with confirmed GNA12 expression (HeLa, HepG2)

    • Consider patient-derived models for clinical relevance

    • Include both GNA12-high and GNA12-low expressing systems

  • Pathway activation triggers:

    • LPA (lysophosphatidic acid) stimulation to activate LPAR/GNA12 pathway

    • Serum starvation followed by reintroduction to observe dynamic changes

  • Downstream signaling assessment:

    • Monitor key hub nodes: AKT1, VEGFA, TGFB1, BCL2L1, STAT3

    • Assess activation status through phosphorylation-specific antibodies

  • Inhibitor controls:

    • Include G protein signaling inhibitors (e.g., pertussis toxin as negative control)

    • Use pathway-specific inhibitors (PI3K/AKT, VEGF) to establish causality

  • Gene silencing approaches:

    • Design appropriate siRNA/shRNA controls

    • Rescue experiments to confirm specificity

    • CRISPR/Cas9 for complete GNA12 knockout

  • Temporal considerations:

    • Acute vs. chronic effects of GNA12 modulation

    • Time-course experiments to capture signaling dynamics

Research has established that GNA12 drives ovarian cancer progression by upregulating a pro-tumorigenic network while downregulating growth-suppressive networks , highlighting the importance of examining both positive and negative regulatory mechanisms.

How can inconsistencies in observed molecular weight of GNA12 be resolved in experimental data?

When addressing discrepancies in the observed molecular weight of GNA12:

  • Expected vs. observed molecular weight:

    • GNA12 theoretical weight: ~44 kDa

    • Observed in Western blot: 37-39 kDa

  • Sources of variation:

    • Post-translational modifications (phosphorylation, ubiquitination)

    • Proteolytic processing or alternative splicing

    • SDS-PAGE running conditions (reducing vs. non-reducing)

    • Gel percentage and buffer system

  • Technical validation approaches:

    • Use molecular weight markers appropriate for the expected range

    • Include positive control lysates (HeLa, HepG2)

    • Compare multiple anti-GNA12 antibodies targeting different epitopes

  • Methodological considerations:

    • Sample preparation (lysis buffer, protease inhibitors)

    • Protein denaturation conditions (temperature, time)

    • Gel running conditions (voltage, time)

  • Alternative confirmation methods:

    • Mass spectrometry identification of the detected band

    • Immunoprecipitation followed by Western blotting

    • Overexpression of tagged GNA12 as size reference

Careful documentation of experimental conditions and standardized protocols are essential for reproducible molecular weight determination and meaningful comparisons across studies.

How can GNA12 Antibody, FITC conjugated be utilized in studying the relationship between GNA12 and chemotherapy resistance?

Based on research linking GNA12 to therapy resistance , these methodological approaches can be employed:

  • Ex vivo patient sample analysis:

    • Compare GNA12 expression levels in responsive vs. resistant tumors

    • Correlate with expression of drug resistance proteins

  • Cell line models of acquired resistance:

    • Monitor GNA12 expression changes during resistance development

    • Assess reversibility upon GNA12 silencing

  • Flow cytometric approaches:

    • Use GNA12-FITC antibody to sort cell populations based on expression levels

    • Evaluate chemosensitivity of GNA12-high vs. GNA12-low populations

  • Co-expression analysis:

    • Correlate GNA12 with AKT1 (which is associated with paclitaxel resistance)

    • Investigate relationship with multi-drug resistance proteins

  • Signaling pathway intervention:

    • Test combination of chemotherapeutics with GNA12 pathway inhibitors

    • Evaluate restoration of chemosensitivity

  • Biomarker development:

    • Assess GNA12 as predictive biomarker for therapy response

    • Develop standardized quantification protocols

Research has demonstrated that GNA12 silencing affects multiple pathways associated with chemotherapy resistance , suggesting its potential as a therapeutic target to overcome resistance mechanisms.

What methodological considerations are important when using GNA12 Antibody, FITC conjugated for high-content imaging analysis?

For robust high-content imaging using FITC-conjugated GNA12 antibody:

  • Sample preparation optimization:

    • Cell density considerations to prevent overlapping

    • Fixation protocol optimization to preserve epitope accessibility

    • Permeabilization conditions for intracellular access

  • Image acquisition parameters:

    • Exposure time standardization to prevent photobleaching

    • Z-stack collection for 3D distribution analysis

    • Pixel resolution appropriate for subcellular localization

  • Quantification approaches:

    • Integrated intensity measurement

    • Object-based analysis for subcellular structures

    • Colocalization coefficient calculation with other markers

  • Data normalization strategies:

    • Cell size/shape considerations

    • Background subtraction methodology

    • Reference channel inclusion

  • Advanced analytical techniques:

    • Machine learning algorithms for pattern recognition

    • Population heterogeneity assessment

    • Temporal dynamics tracking in live cell experiments

  • Reproducibility considerations:

    • Technical replicate incorporation

    • Positive/negative controls on each plate

    • Regular microscope calibration verification

When analyzing GNA12 distribution, focus on membrane localization patterns consistent with its role in transmembrane signaling , and consider analysis of redistribution following receptor activation.

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