KALRN Antibody

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Description

Applications in Research

The KALRN Antibody is employed in:

  • Western blotting (WB): To detect KALRN protein expression in cancer cell lysates.

  • Immunohistochemistry (IHC): For tissue-based analysis of KALRN localization in tumor samples.

  • Immunofluorescence (IF/ICC): To visualize KALRN expression in cultured cells or frozen sections.

  • ELISA: For quantitative measurement of KALRN levels in biological fluids .

Protocols recommend dilutions of 1:500–1:1000 for WB and 1:100–1:500 for IF/ICC, with optimal results achieved using sodium azide-preserved buffers .

Role in Cancer Immunology

KALRN mutations are associated with:

  • Increased tumor mutation burden (TMB): Correlating with high neoantigen load and DNA damage repair deficiency .

  • Enhanced antitumor immunity: Elevated CD8+ T-cell infiltration and immune cytolytic activity in KALRN-mutated cancers .

  • PD-L1 upregulation: A key factor in immunotherapy response, observed in KALRN-mutated tumors .

The antibody has been used to validate these findings in:

  • In vitro models: Knockdown experiments in MGC803, SJSA1, and SW620 cell lines demonstrated KALRN deficiency enhances NK cell proliferation .

  • Mouse tumor models: Confirming the link between KALRN mutations and improved immunotherapy response .

Therapeutic Implications

KALRN mutations are proposed as a biomarker for stratifying patients responding to immune checkpoint inhibitors (ICIs). Clinical cohorts (e.g., Rizvi, Hellmann) show significantly higher response rates (70–100%) in KALRN-mutated cancers compared to wild-type (10–40%) , suggesting its utility in precision oncology.

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 products within 1-3 business days of receiving your order. Delivery times may vary depending on the purchase method or location. Please consult your local distributor for specific delivery details.
Synonyms
Duo antibody; FLJ16443 antibody; HAPIP antibody; Huntingtin associated protein interacting protein (duo) antibody; Huntingtin-associated protein-interacting protein antibody; Kalirin (isoform 2) antibody; Kalirin antibody; KALRN antibody; KALRN_HUMAN antibody; Protein Duo antibody; RhoGEF kinase antibody; Serine/threonine kinase with Dbl and pleckstrin homology domains antibody; Serine/threonine-protein kinase with Dbl- and pleckstrin homology domain antibody; TRAD antibody
Target Names
KALRN
Uniprot No.

Target Background

Function
This antibody promotes the exchange of GDP by GTP. It activates specific members of the Rho GTPase family, thus initiating various signaling pathways that regulate neuronal shape, growth, and plasticity. These effects are mediated by its influence on the actin cytoskeleton. Notably, this antibody induces lamellipodia formation independently of its GEF activity.
Gene References Into Functions
  1. Genetic variations within the KALRN gene are associated with intracranial atherosclerotic stenosis in the Northern Chinese population. PMID: 30232674
  2. A combination of polymorphisms in the NOD2, IL17RA, EPHA2, and KALRN genes may play a significant role in the development of sarcoidosis by sustaining chronic pro-inflammatory conditions in macrophages. PMID: 29554915
  3. The GG genotype and G allele of SNP rs7620580 were associated with an elevated risk for ischemic stroke, with adjusted odds ratios of 3.195 and 1.446, respectively. Haplotype analysis revealed that the A-T-G, G-T-A, and A-T-A haplotypes were associated with ischemic stroke. These findings suggest that variations in the kalirin gene may be associated with ischemic stroke in the Chinese Han population. PMID: 28706949
  4. DNA sequencing has linked KALRN to monogenic intellectual disability in two patients. PMID: 27421267
  5. Research suggests that protein levels of kalirin and CHD7 in circulating extracellular vesicles (EVs) may serve as markers of endothelial dysfunction, allowing for monitoring of vascular conditions in hypertensive patients with albuminuria. PMID: 28152519
  6. The GG genotype and the G allele of the rs9289231 polymorphism of KALRN, along with the rs224766 polymorphism of ADIPOQ genes, might be considered genetic risk factors for coronary artery disease in Iranian patients with type 2 diabetes. PMID: 27218147
  7. Four KALRN gene SNPs were studied in Han ischemic stroke patients. While rs11712619 seemed associated with lacunar stroke before accounting for risk factors, rs6438833 was found to be significantly associated with both ischemic and lacunar stroke. PMID: 25917671
  8. Studies indicate that the GG genotype and the G allele of the rs9289231 polymorphism of KALRN may be considered genetic risk factors for coronary artery disease (CAD) in the Iranian population, particularly in individuals with early-stage atherosclerotic vascular disease. PMID: 25316661
  9. A sequence variant in the human KALRN gene has been shown to impair the protein's ability to activate Rac1, coinciding with reduced cortical thickness. PMID: 25224588
  10. Kalirin expression has been found to be reduced in individuals with Alzheimer's disease with psychosis. PMID: 22429885
  11. The age-at-onset of Huntington disease (HD) was found to be unrelated to eleven SNPs, including SNP rs10934657 in the kalirin gene, in a study involving 680 European HD patients. PMID: 22720673
  12. Neuronal guanine nucleotide exchange factor (GEF) kalirin is emerging as a key regulator of structural and functional plasticity at dendritic spines. PMID: 22194219
  13. In both the anterior cingulate cortex (ACC) and dorsolateral prefrontal cortex (DLPFC), studies have observed a reduction in Duo expression and PAK1 phosphorylation in schizophrenia. While Cdc42 protein expression was decreased in the ACC, it remained unchanged in the DLPFC. PMID: 22458949
  14. Missense mutations in KALRN may contribute to the genetic risk factors for schizophrenia. PMID: 21041834
  15. Paradoxically, Kalirin-9 expression has been found to be increased in schizophrenia. PMID: 22120753
  16. KALRN gene variation has not been linked to overall ischemic stroke. PMID: 21664346
  17. SNX1 and SNX2 interact with Kalirin-7. Overexpression of SNX1 or SNX2 and Kalirin-7 partially redistributes both SNXs to the plasma membrane, leading to RhoG-dependent lamellipodia formation. PMID: 20604901
  18. Research indicates that Kalirin-7 plays a pivotal role in excitatory synapse formation and function. PMID: 20730383
  19. Two SNPs in the KALRN gene region (rs17286604 and rs11712619) have been identified as risk factors for ischemic stroke. PMID: 20107840
  20. Studies have identified multiple transcriptional start sites in both rats and humans. These multiple start sites generate full-length Kalirin transcripts with varying 5' ends, encoding proteins with distinct amino termini. PMID: 14742910
  21. The GEF1 domain of Kalirin induces lamellipodia formation through the activation of Pak, where Guanine nucleotide exchange factor (GEF) activity is not required. PMID: 15950621
  22. Three SNPs from the kalirin (KALRN) gene have been associated with early-onset coronary artery disease. PMID: 17357071
  23. ARF6 recruits KALRN to the cell membrane, facilitating Rac activation. PMID: 17640372
  24. This observation is the first to link kalirin to Alzheimer's disease. Kalirin was consistently found to be underexpressed in the hippocampus of individuals with Alzheimer's disease. PMID: 17851188
  25. Kalirin-7 is an essential component of both shaft and spine excitatory synapses in hippocampal interneurons. PMID: 18199770

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Database Links

HGNC: 4814

OMIM: 604605

KEGG: hsa:8997

STRING: 9606.ENSP00000240874

UniGene: Hs.13281

Involvement In Disease
Coronary heart disease 5 (CHDS5)
Protein Families
Protein kinase superfamily, CAMK Ser/Thr protein kinase family
Subcellular Location
Cytoplasm. Cytoplasm, cytoskeleton. Note=Associated with the cytoskeleton.
Tissue Specificity
Isoform 2 is brain specific. Highly expressed in cerebral cortex, putamen, amygdala, hippocampus and caudate nucleus. Weakly expressed in brain stem and cerebellum. Isoform 4 is expressed in skeletal muscle.

Q&A

What is KALRN and why is it significant in cancer and neuroscience research?

KALRN encodes a protein that activates specific Rho GTPase family members to regulate neurons and the actin cytoskeleton . In neuroscience, KALRN plays crucial roles in neurite outgrowth, synaptic spine formation, and remodeling . In cancer research, KALRN has emerged as an important subject of study as it is mutated in a wide range of cancers, including melanoma, lung cancer, uterine corpus endometrial carcinoma (UCEC), glioblastoma multiforme (GBM), and colorectal cancer (COAD) .

The significance of KALRN in cancer research stems from recent findings showing that KALRN mutations correlate with increased antitumor immunity and better response to immune checkpoint blockade therapy . Specifically, antitumor immune signatures were more enriched in KALRN-mutated compared to KALRN-wildtype cancers, with KALRN mutations displaying significant correlations with increased tumor mutation burden and microsatellite instability or DNA damage repair deficiency genomic properties .

What methods are available for detecting different KALRN isoforms?

KALRN exists in multiple isoforms due to alternative splicing, with tissue-specific expression patterns. Detection methods include:

Full-length transcript PCR: Researchers have employed touchdown PCR using PrimeSTAR GXL DNA Polymerase to amplify full-length KALRN transcripts from cDNA derived from various tissues . This approach typically involves:

  • Reverse transcription of polyA+ RNA using oligo(dT) primers

  • PCR amplification with primers targeting different regions of KALRN

  • Gel electrophoresis separation on 1% agarose gels

  • Densitometric analysis of band intensities to quantify relative expression

Rapid Amplification of cDNA Ends (RACE): Both 5′ and 3′ RACE have been used to identify novel splice variants and transcription start sites in tissues such as adult human frontal lobe, hippocampus, and aorta .

Western blotting: For protein-level detection, researchers can use isoform-specific antibodies targeting unique regions of different KALRN variants. Due to the large size of KALRN proteins, optimized protocols typically include:

  • Use of gradient gels (4-15%) for better separation

  • Extended electrophoresis time (90V for 90+ minutes)

  • Wet transfer methods optimized for high molecular weight proteins

How do KALRN mutations affect immune responses in cancer?

KALRN mutations significantly impact antitumor immunity through several mechanisms:

Enhanced immune cell infiltration: KALRN-mutated cancers show increased infiltration of NK cells and CD8+ T cells compared to KALRN-wildtype tumors . In vivo experiments have confirmed that KALRN-depleted tumors display significant increases in CD8+ T cell and NK cell infiltration .

Elevated PD-L1 expression: Programmed death-ligand 1 (PD-L1) expression is markedly upregulated in KALRN-mutated versus KALRN-wildtype cancers . This finding has been validated in experimental models where KALRN-deficient tumors showed significantly higher PD-L1 expression .

Immune checkpoint inhibitor response: KALRN-mutated cancers demonstrated significantly higher response rates to immune checkpoint blockade therapy across multiple cancer cohorts (37.04% vs 10.96% in the Allen cohort, 45% vs 11.76% in the Hugo cohort, 80% vs 27.5% in the Riaz cohort, 100% vs 40.74% in the Rizvi cohort, and 70% vs 29.31% in the Hellmann cohort) .

Mechanistic basis: The association between KALRN mutations and increased antitumor immunity appears to involve compromised function of KALRN in targeting Rho GTPases for the regulation of DNA damage repair pathways, leading to increased mutation burden and neoantigen production .

How should I validate the specificity of KALRN antibodies for my research?

Proper validation of KALRN antibodies is essential due to the protein's multiple isoforms and domains. A comprehensive validation strategy should include:

Genetic Controls:

  • Use KALRN knockout/knockdown cells or tissues as negative controls

  • Compare signal patterns between wild-type and KALRN-depleted samples

  • For in vivo studies, consider conditional knockout models

Peptide Competition Assays:

  • Pre-incubate antibody with the immunizing peptide

  • This should abolish specific signals in subsequent applications

  • Run in parallel with non-competed antibody for comparison

Multiple Epitope Targeting:

  • Utilize antibodies directed against different epitopes of KALRN

  • Consistent results across different antibodies increase confidence in specificity

  • Consider both N-terminal and C-terminal targeting antibodies to detect different isoforms

Recombinant Protein Standards:

  • Include purified recombinant KALRN protein as a positive control

  • This helps identify the correct molecular weight bands

  • Particularly important when trying to distinguish between different isoforms

Western Blot Analysis:

Expected BandLikely IdentityValidation Approach
~190 kDaKalirin-7Predominant in neuronal samples
~270 kDaKalirin-9Present in multiple tissue types
~340 kDaKalirin-12Contains additional domains
Multiple smaller bandsDegradation products or cross-reactivityVerify with peptide competition

What are the optimal conditions for immunoprecipitation of KALRN and its binding partners?

Immunoprecipitation (IP) of KALRN requires careful optimization due to its large size and complex interactions:

Lysis Buffer Composition:

  • Start with mild detergents (0.5-1% NP-40 or Triton X-100)

  • Include protease inhibitor cocktail to prevent degradation

  • For membrane-associated complexes, consider digitonin (0.5-1%)

  • Salt concentration: typically 150mM NaCl (higher may disrupt interactions)

  • Buffer pH: Usually 7.4-7.6 for optimal antibody binding

Pre-clearing and Antibody Selection:

  • Pre-clear lysates with protein A/G beads to reduce non-specific binding

  • Select antibodies that target epitopes away from known interaction domains

  • For critical interactions, consider epitope-tagged KALRN constructs

  • Use 2-5 μg antibody per mg of total protein for optimal pull-down

Washing Conditions:

  • Perform 3-5 washes with decreasing detergent concentrations

  • Consider including competitors for non-specific interactions (e.g., BSA)

  • For weak interactions, reduce salt concentration in later washes

For Rho GTPase Interactions:

  • Consider including GTPγS (non-hydrolyzable GTP analog) to stabilize GEF-GTPase interactions

  • For transient interactions, mild crosslinking (0.1-0.5% formaldehyde) may help capture complexes

Elution and Detection:

  • For Western blot analysis: Use SDS sample buffer at 70-90°C for 10 minutes

  • For mass spectrometry: Consider on-bead digestion to avoid contaminants

  • Extended transfer times (90+ minutes) may be necessary for detecting high molecular weight KALRN proteins

How can I design experiments to investigate the role of KALRN in DNA damage repair pathways?

Based on research showing KALRN mutations correlate with DNA damage repair deficiency , the following experimental approaches are recommended:

DNA Damage Induction and Repair Kinetics:

  • Treat KALRN wild-type and knockout/knockdown cells with DNA-damaging agents (e.g., ionizing radiation, cisplatin)

  • Monitor repair kinetics using γH2AX foci formation and resolution

  • Compare repair efficiency across different damage types and repair pathways

Comet Assay for DNA Damage Quantification:

  • Perform alkaline or neutral comet assays to measure single or double-strand breaks

  • Compare tail moment between KALRN-proficient and -deficient cells

  • Time course experiments can reveal differences in repair kinetics

Homologous Recombination (HR) and Non-Homologous End Joining (NHEJ) Reporter Assays:

  • Transfect cells with pathway-specific reporter constructs

  • Measure fluorescent protein expression as readout of repair efficiency

  • Compare repair pathway usage between wild-type and KALRN-mutant cells

Protein Localization Studies:

  • Use immunofluorescence to determine if KALRN localizes to DNA damage sites

  • Co-staining with γH2AX or 53BP1 to mark damage foci

  • Time-lapse imaging to track recruitment and retention kinetics

Rho GTPase Activity Measurements:

  • Use pull-down assays for active (GTP-bound) Rho GTPases

  • Compare activation patterns following DNA damage in KALRN-proficient vs. deficient cells

  • Correlate with downstream signaling events in repair pathways

In Vivo Validation:

  • Analyze tumor mutation burden in KALRN-wild-type vs. KALRN-depleted tumors

  • Correlate KALRN mutation status with genomic instability markers

  • Assess DNA damage levels in tumor sections using immunohistochemistry

How can I use KALRN antibodies to study its role in immune checkpoint regulation?

Based on findings that KALRN mutations correlate with increased PD-L1 expression and immunotherapy response , the following approaches are recommended:

Multiplex Immunohistochemistry/Immunofluorescence:

  • Co-stain for KALRN alongside immune checkpoint molecules (PD-1, PD-L1, CTLA-4)

  • Include markers for immune cell populations (CD8, NK cells)

  • Analyze spatial relationships between KALRN expression and immune components

  • Quantify co-localization patterns using digital pathology tools

KALRN Manipulation Studies:

  • Generate KALRN knockdown or knockout in tumor cell lines

  • Measure changes in PD-L1 expression by flow cytometry and Western blot

  • Assess effects on T cell activation in co-culture systems

  • In vivo studies comparing checkpoint inhibitor efficacy in KALRN-wild-type vs. KALRN-depleted tumors

Signaling Pathway Analysis:

  • Investigate MAPK, PI3K/AKT, and JAK/STAT pathway activation

  • These pathways are known to regulate PD-L1 expression

  • Determine if KALRN status affects these signaling cascades

  • Use phospho-specific antibodies to monitor activation states

Immune Cell Co-culture Systems:

  • Co-culture KALRN-manipulated tumor cells with NK cells or T cells

  • Measure immune cell proliferation, activation, and cytotoxicity

  • Assess the impact of adding checkpoint inhibitors

  • The EdU proliferation assay has shown that NK cells co-cultured with KALRN-knockdown tumor cells have stronger proliferation capacity than with KALRN-wildtype cells

What techniques can I use to investigate different KALRN splice variants in tissue samples?

To study KALRN splice variants in research or clinical samples, consider these approaches:

RNA-level Detection:

  • RT-PCR with Isoform-Specific Primers: Design primers spanning exon junctions unique to specific isoforms

  • RNA-Seq Analysis: For comprehensive profiling of all splice variants

  • Quantitative PCR: For relative quantification of specific isoforms

  • NanoString nCounter: For multiplexed detection of splice variants in limited samples

Protein-level Detection:

  • Western Blotting with Isoform-Specific Antibodies: Target unique regions of different variants

  • Mass Spectrometry: For unbiased detection of protein isoforms and post-translational modifications

  • Immunohistochemistry with Splice-Variant Specific Antibodies: For spatial analysis in tissue sections

Sequencing Approaches:

  • Long-read Sequencing (e.g., PacBio, Oxford Nanopore): For full-length transcript analysis

  • Targeted RNA-Seq: Focusing on the KALRN genomic region

  • Rapid Amplification of cDNA Ends (RACE): To identify novel variants

Tissue-Specific Considerations:

Tissue TypePredominant IsoformsTechnical Considerations
BrainKalirin-7, Kalirin-12Region-specific expression patterns
MuscleKalirin-9Higher background with standard protocols
Cancer SamplesVariable, often alteredCompare with matched normal tissue
Blood CellsLimited expressionMay require enrichment techniques

How can I design experiments to test if KALRN is a viable biomarker for immunotherapy response?

Based on findings that KALRN mutations predict immunotherapy response , these experimental approaches would be valuable:

Retrospective Clinical Cohort Analysis:

Prospective Biomarker Validation:

  • Design a prospective study measuring KALRN mutation status before immunotherapy

  • Assess predictive value compared to established biomarkers

  • Consider developing a composite biomarker incorporating KALRN status with other predictors

Preclinical Models:

  • Syngeneic Mouse Models: Compare checkpoint inhibitor efficacy in KALRN-wild-type vs. KALRN-knockout tumors

  • Patient-Derived Xenografts: Test in humanized mouse models with reconstituted immune systems

  • Ex Vivo Tumor Explants: Assess T cell infiltration and activation in the presence of checkpoint inhibitors

Mechanistic Studies:

  • Investigate how KALRN mutations affect neoantigen presentation

  • Examine changes in tumor microenvironment composition

  • Assess effects on T cell exhaustion markers

  • In vivo experiments have shown that KALRN-depleted tumors displayed significant increases in CD8+ T cell infiltration and PD-L1 expression, and showed greater sensitivity to PD-1/PD-L1 inhibitors

Liquid Biopsy Approaches:

  • Develop assays to detect KALRN mutations in circulating tumor DNA

  • Monitor changes during treatment course

  • Correlate with clinical response

Why might I see unexpected banding patterns when using KALRN antibodies in Western blot?

Multiple or unexpected bands when detecting KALRN by Western blot can result from several factors:

Expected Multiple Bands:

  • KALRN exists as multiple isoforms with different molecular weights (Kalirin-7: ~190 kDa, Kalirin-9: ~270 kDa, Kalirin-12: ~340 kDa)

  • Antibodies targeting conserved regions will detect multiple isoforms

  • Tissue-specific expression patterns can result in different banding profiles

Proteolytic Degradation:

  • KALRN is susceptible to degradation during sample preparation

  • Ensure complete protease inhibition during lysis

  • Process samples at 4°C and minimize handling time

  • Avoid multiple freeze-thaw cycles of samples

Technical Factors:

  • Incomplete transfer of high molecular weight proteins

    • Solution: Use wet transfer at low voltage for extended periods (90V for 90+ minutes)

  • Insufficient gel percentage for proper separation

    • Solution: Use gradient gels (4-15%) for better resolution of large proteins

  • Inadequate blocking or antibody dilution

    • Solution: Optimize blocking conditions and antibody concentrations

Troubleshooting Guide:

ObservationPossible CauseSolution
Extra high MW bandsNon-specific bindingIncrease blocking time, dilute antibody
Multiple close bandsPost-translational modificationsPhosphatase treatment to confirm
Bands at unexpected MWCross-reactivity with related proteinsValidate with knockout controls
Smeared bandsProtein overloading or degradationReduce protein load, add protease inhibitors
No bands for large isoformsInefficient transferExtended transfer times, add 0.1% SDS to transfer buffer

What are the key considerations when using KALRN antibodies for studying mutation effects in cancer?

When studying KALRN mutations in cancer contexts, consider these important factors:

Mutation vs. Expression Analysis:

  • Most commercially available antibodies detect both wild-type and mutant KALRN protein

  • Antibodies typically cannot distinguish between wild-type and point-mutated variants

  • Combine antibody-based detection with genetic analysis for comprehensive assessment

Functional Readouts:

  • Assess downstream effects of KALRN mutation on:

    • Rho GTPase activation status

    • Cytoskeletal organization

    • DNA damage repair efficiency

    • PD-L1 expression levels

Tissue Heterogeneity Considerations:

  • Cancer samples often contain mixed cell populations

  • Use laser capture microdissection for pure tumor cell populations

  • Consider single-cell approaches for heterogeneous samples

  • Include analysis of tumor-infiltrating immune cells, as KALRN mutations correlate with increased immune cell infiltration

Controls and Validation:

  • Include known KALRN wild-type and mutant samples

  • Generate isogenic cell lines differing only in KALRN status

  • When possible, obtain matched normal tissue from the same patient

  • Use KALRN knockout models as negative controls

Quantification Approaches:

  • Digital pathology and automated scoring for IHC/IF

  • Densitometry with appropriate loading controls for Western blot

  • qPCR with mutation-specific probes for genetic analysis

  • Flow cytometry for cell-by-cell protein quantification

How can I resolve issues with immunoprecipitation of KALRN and its binding partners?

Immunoprecipitation of KALRN can be challenging due to its size and complex interaction network. Consider these troubleshooting approaches:

Low IP Efficiency:

  • Increase antibody amount (try 2-5 μg per mg total protein)

  • Extend incubation time (overnight at 4°C)

  • Use crosslinking approaches to stabilize interactions

  • For large proteins like KALRN, sonication may improve extraction

Non-specific Binding:

  • Increase pre-clearing time with protein A/G beads

  • Add competing proteins (BSA, non-immune IgG)

  • Use more stringent wash conditions (increase salt concentration)

  • Consider using magnetic beads instead of agarose for cleaner results

Failed Detection of Interacting Partners:

  • For transient interactions (e.g., GEF-GTPase), use nucleotide analogs to stabilize

  • Consider proximity labeling approaches (BioID, APEX) for weak interactions

  • Use reversible crosslinking to capture transient complexes

  • For Rho GTPase interactions, include GTPγS in buffers

Optimization Guide for Different Applications:

ApplicationLysis BufferAntibody SelectionSpecial Considerations
KALRN-Rho GTPase interactionsLow detergent, include GTPγSTarget GEF domainsAdd GDP/GTP controls
KALRN in DNA repair complexesNuclear extraction buffersNon-DNA binding domainsInclude DNase treatment
KALRN in immune signalingStandard IP bufferAway from phosphorylation sitesInclude phosphatase inhibitors
KALRN isoform-specific IPStandard IP bufferTarget unique regionsValidate with recombinant proteins

What emerging techniques might enhance our ability to study KALRN function in cancer immunotherapy?

Several cutting-edge approaches show promise for advancing KALRN research:

Spatial Transcriptomics and Proteomics:

  • Map KALRN expression and mutation status in the spatial context of the tumor microenvironment

  • Correlate with immune cell distributions and activation states

  • Investigate regional heterogeneity within tumors

CRISPR Screening Approaches:

  • Perform CRISPR knockout/activation screens to identify synthetic lethal interactions with KALRN mutation

  • Identify genes that modulate immunotherapy response in KALRN-mutant backgrounds

  • Use domain-specific editing to dissect functions of specific KALRN regions

Single-Cell Multi-omics:

  • Combine single-cell RNA-seq, ATAC-seq, and protein analysis

  • Profile tumor cells and immune populations simultaneously

  • Track clonal evolution during immunotherapy in relation to KALRN status

Patient-Derived Organoids:

  • Develop organoid models from KALRN-mutant and wild-type tumors

  • Co-culture with autologous immune cells

  • Test immunotherapy response in controlled ex vivo systems

In Silico Structure-Function Analysis:

  • Use AlphaFold2 or similar tools to predict effects of specific KALRN mutations

  • Model interaction interfaces with Rho GTPases and other partners

  • Design mutation-specific therapeutic approaches

These approaches could help develop KALRN mutation testing as a clinically useful biomarker for immunotherapy selection, building on current evidence that KALRN mutations predict response to immune checkpoint blockade therapy .

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