SERPINB5 Antibody

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Product Specs

Buffer
PBS with 0.1% Sodium Azide, 50% Glycerol, pH 7.3. Store at -20°C. Avoid freeze/thaw cycles.
Lead Time
Generally, we can ship the products within 1-3 business days after receiving your order. Delivery time may vary depending on the purchasing method or location. Please consult your local distributors for specific delivery times.
Synonyms
Maspin antibody; Ovalbumin antibody; Peptidase inhibitor 5 antibody; PI-5 antibody; PI5 antibody; protease inhibitor 5 (maspin) antibody; Protease inhibitor 5 antibody; Serine (or cysteine) peptidase inhibitor; clade B; member 5 antibody; serine (or cysteine) proteinase inhibitor; clade B (ovalbumin); member 5 antibody; Serpin B5 antibody; serpin family B member 5 antibody; Serpin peptidase inhibitor antibody; Serpin peptidase inhibitor; clade B (ovalbumin); member 5 antibody; Serpinb5 antibody; SPB5_HUMAN antibody; Spi5 antibody; Spi7 antibody
Target Names
Uniprot No.

Target Background

Function
SERPINB5, also known as Maspin, acts as a tumor suppressor. It effectively inhibits the growth, invasion, and metastatic capabilities of mammary tumors. Unlike active serpins, it does not undergo the characteristic S (stressed) to R (relaxed) conformational transition. Consequently, it exhibits no serine protease inhibitory activity.
Gene References Into Functions
  • Studies suggest that maspin inhibits high glucose-induced proliferation, oxidative stress, and angiogenesis of HRMECs by modulating the PI3K/AKT pathway. Maspin holds promise as a therapeutic agent for preventing and treating proliferative diabetic retinopathy. PMID: 29363056
  • SERPINB5 may play a significant role in rectal cancer progression and response to neoadjuvant CCRT, potentially serving as a novel prognostic factor. PMID: 29511373
  • Maspin expression has been shown to have prognostic significance in breast cancer. Its expression is associated with increased angiogenesis. The subcellular localization of maspin can strongly influence cancer prognosis. Cytoplasmic maspin is linked to poor prognostic parameters, while nuclear maspin is associated with favorable outcomes. PMID: 29126758
  • Nuclear maspin expression in colorectal carcinoma buds may be valuable for accurate budding assessment and can serve as a negative prognostic factor. PMID: 28780084
  • The expression of maspin solely in the cytoplasm could be a useful indicator for predicting unfavorable prognoses in patients with p-stage IA lung adenocarcinoma. PMID: 29715131
  • The severity of hip OA may not be directly linked to angiogenesis pathways mediated by maspin. PMID: 27704157
  • SNPs have been shown to affect SERPINB5 expression and protein stability, which significantly correlated with tumor expression and subsequently with tumor development and aggressiveness. These findings provide a prediction model for risk assessment. PMID: 27221742
  • Maspin is spontaneously secreted as an exosomal protein to regulate tumor/stromal interactions. PMID: 28009978
  • Research reveals new insights into the molecular mechanisms of maspin suppression in response to HBx, identifying nuclear IKKalpha as a prognostic biomarker and a potential therapeutic target to improve the clinical outcome of HBV-associated HCC patients. PMID: 27409165
  • Mechanistic investigations indicate that quercetin suppresses Snail-dependent Akt activation by upregulating maspin and Snail-independent ADAM9 expression pathways, thereby modulating the invasive ability of NSCLC cells. PMID: 28648644
  • High HDAC1 expression may contribute to the aggressiveness of human breast cancer, particularly with cytoplasmic-only expression of maspin. PMID: 28870936
  • These findings unveil a novel biological function of Maspin in modulating macrophage activity. PMID: 28064070
  • Heterozygous TC of the SERPINB5 rs17071138 polymorphism may be a factor that increases susceptibility to oral cancer. PMID: 28339463
  • The interaction between Maspin Polymorphism rs2289520 G/C and factors like gene-to-gene interactions and alcohol consumption may increase the susceptibility to oral cancer occurrence. PMID: 27525723
  • Cytoplasmic expression of maspin could serve as an independent unfavorable prognostic indicator in patients with lung squamous cell carcinoma (SCC). PMID: 27297724
  • Research has demonstrated that Maspin suppresses growth, proliferation, and invasion by delaying cell cycle transition and promoting apoptosis in cutaneous squamous cell carcinoma cells. PMID: 28405681
  • This is the first time these specific parts of maspin have been identified as having key roles in affecting cell function. PMID: 27888098
  • In GC with associated metaplasia, cytoplasmic maspin is predominantly expressed. Nuclear shift of maspin induces local aggressiveness and risk of node metastases, whereas total loss can indicate a risk of distant metastases. PMID: 26067133
  • Maspin mRNA is significantly upregulated in tissues of pulmonary adenocarcinoma patients. PMID: 26757744
  • Data suggest that methylation-induced silencing of maspin contributes to the proliferation of human glioma cells, highlighting maspin as a potential therapeutic target in glioma. PMID: 27177016
  • Epithelial cytoplasmic expression of maspin and CD138 may play a significant role in tumorigenesis in ovarian high-grade serous carcinomas and clear cell carcinomas. These markers may regulate tumor cell proliferation, and their significant correlation suggests that CD138 may induce maspin expression to protect tumor growth factors from being lysed by proteolytic enzymes. PMID: 26526579
  • Compared to the control group, maspin expression was downregulated in the fungal rhinosinusitis group, and lower in the invasive fungal rhinosinusits group compared to the noninvasive fungal rhinosinusitis group. PMID: 28031066
  • Maspin may mediate the therapeutic efficacy of gemcitabine in hormone-independent prostate cancer. PMID: 26490978
  • High CXCR4 expression in primary breast tumors (PTs) was found to be associated with luminal A type tumor, suggesting a more favorable outcome. In contrast, CCR7 and FOXP3 expressions in PTs represented luminal B tumors, indicating more aggressive tumor behavior. Maspin expression did not differ between luminal types. PMID: 28011488
  • Data suggest that serine (or cysteine) proteinase inhibitor, clade B (ovalbumin), member 5 protein (SERPINB5) appears to play an oncogenic role in pancreatic ductal adenocarcinoma (PDAC). PMID: 26646275
  • The report reveals an association between maspin expression and the prognosis of patients with soft tissue sarcomas (STS). PMID: 25358722
  • Studies show that Maspin could enhance cisplatin chemosensitivity induced by cell apoptosis in muscle invasive bladder cancer (MIBC) cell lines. Its expression correlated with the prognosis of MIBC patients who received cisplatin-based chemotherapy. PMID: 26733306
  • Maspin is suggested as an immunohistochemical marker for anticipating survival in non-small cell lung carcinomas. PMID: 26456962
  • This review discusses the interplay of maspin and maspin/HDAC1 in tumor biology and immunology. PMID: 26614844
  • Results provide insights into the dynamics of maspin as a metastasis suppressor gene for further molecular research. PMID: 26497917
  • The expression of maspin in the A549 and SPCA1 cells was hardly detected. PMID: 26329803
  • Maspin expression is more intense in benign tumors compared to malignant tumors. Benign tumors exhibit both nuclear and cytoplasmic expression. Some malignant tumors do express maspin, but primarily in the cytoplasm. PMID: 25098993
  • Data suggest that hepatitis B virus X protein (HBx) induces gene expressions of microRNAs microRNA-7, -21, and -107 to target the 3' untranslated region (3' UTR) of maspin mRNA. PMID: 26296971
  • The methylation status of the maspin promoter is a critical factor that affects the migration and invasion of EVT cells during early pregnancy. PMID: 26263377
  • Maspin protein expression is linked to the carcinogenesis of oral cavity squamous cell carcinoma. PMID: 24801268
  • The expression levels of maspin were lower in cisplatin-resistant tissue and cells and were enhanced by IGFBP-2 inhibition. PMID: 26080829
  • Maspin is a valuable addition to the diagnostic immunohistochemical panel (S100P, pVHL, and insulin-like growth factor II mRNA-binding protein 3) to aid in distinguishing malignant from benign epithelia on challenging bile duct biopsies. PMID: 26362203
  • VEGF-C inhibition reverses resistance of bladder cancer cells to cisplatin by upregulating maspin. PMID: 25936422
  • Maspin levels are elevated in colonic polyps. PMID: 25977386
  • This report examines endothelial cell pathology and maspin expression in liposarcomas versus non-lipomatous soft tissue tumors. PMID: 25973067
  • Nuclear maspin expression is associated with CPG island methylator phenotype and clinicopathologically correlates with tumor aggressiveness in colorectal cancer. PMID: 25973084
  • Depending on maspin expression, tumor cells in suspension and 3D collagen I exhibit the phenotypes of stem-like and dormant tumor cell populations, respectively. Maspin reduces prostate tumor cell plasticity and enhances tumor sensitivity to salinomycin. PMID: 26208903
  • Cytoplasmic maspin expression could be an independent poor prognostic indicator for patients with lung adenocarcinoma measuring <3 cm. PMID: 25322663
  • Maspin expression in laryngeal carcinoma is a good indicator for postoperative adjuvant radiotherapy treatment results. PMID: 25459315
  • Unmethylated-maspin DNA in maternal blood is associated with severe preeclampsia. PMID: 26095742
  • U-SERPINB5 and M-SERPINB5 concentrations in maternal plasma during early pregnancy are not associated with pregnancies that delivered small for gestational age neonates. PMID: 25553975
  • Maspin was not expressed in the normal mucosa. PMID: 26124368
  • Tissue array analysis suggests a role for maspin in regulating the occurrence of glioma and disease progression. PMID: 26051724
  • These data demonstrate that changes in expression and subcellular localization of maspin may constitute a significant biological endpoint of tumor progression and aid in the classification of lung adenocarcinoma. PMID: 25040445
  • Hypomethylation of the maspin promoter results in increased expression of maspin in preeclamptic placentas. PMID: 25151033
Database Links

HGNC: 8949

OMIM: 154790

KEGG: hsa:5268

STRING: 9606.ENSP00000372221

UniGene: Hs.55279

Protein Families
Serpin family, Ov-serpin subfamily
Subcellular Location
Secreted, extracellular space.
Tissue Specificity
Normal mammary epithelial cells.

Q&A

What is SERPINB5 and how is it classified molecularly?

SERPINB5 (Serpin B5) belongs to the serpin (serine protease inhibitor) superfamily. Despite this classification, it is considered a non-classical serpin that does not exhibit typical serine protease inhibitory activity as it does not undergo the characteristic S (stressed) to R (relaxed) conformational transition. In humans, SERPINB5 is encoded by the SERPINB5 gene and functions primarily as a tumor suppressor in epithelial cells. It has a calculated molecular weight of approximately 42 kDa and plays crucial roles in suppressing cancer cell invasion and metastasis while also functioning as an angiogenesis inhibitor .

Where is SERPINB5 predominantly expressed in normal tissues?

SERPINB5 expression exhibits a tissue-specific pattern, being predominantly found in the skin, prostate, testis, intestine, tongue, lung, and thymus. This expression pattern is significant for researchers designing tissue-specific studies or selecting appropriate controls. The protein's cellular localization has been characterized as secreted in the extracellular space, which informs experimental approaches for detection and functional studies .

What applications are SERPINB5 antibodies validated for?

Commercial SERPINB5 antibodies have been validated for multiple experimental applications, primarily Western blotting (WB) and immunohistochemistry (IHC). When selecting an antibody for Western blotting, recommended dilution ranges typically fall between 1:1000-1:5000, while IHC applications generally require 1:100-1:300 dilutions. Verification studies have demonstrated successful detection in specific tissue samples including mouse esophagus, human cervical cancer, human esophagus cancer, and human lung cancer .

How does SERPINB5 modulate cell-cell adhesion mechanisms?

Recent research has revealed that SERPINB5 plays a crucial role in maintaining intercellular adhesion by interacting with and regulating the localization of desmoplakin (DSP) at the plasma membrane. Mechanistically, SERPINB5 functions through modulation of TGF-β signaling, which is known to destabilize DSP in keratinocytes. Overexpression of SERPINB5 has been shown to prevent autoantibody-mediated loss of cell-cell adhesion by stabilizing DSP at the membrane, though notably it does not affect DSG3 (desmoglein 3) membrane levels. This selective regulation suggests a specialized function in maintaining desmosomal integrity .

What is the relationship between SERPINB5 and TGF-β signaling?

SERPINB5 exhibits a complex regulatory relationship with TGF-β signaling pathways. Knockdown experiments demonstrate that SERPINB5 depletion leads to significantly enhanced levels of phosphorylated SMAD2/3 and SMAD1/3/5, key downstream effectors of TGF-β signaling. This indicates SERPINB5 functions as a negative modulator of this pathway. Conversely, TGF-β signaling can positively modulate SERPINB5, suggesting the existence of a feedback loop. This relationship has significant implications for intercellular adhesion, as TGF-β signaling negatively regulates DSP localization at the cell membrane. Inhibition of TGF-β activation with small molecule inhibitors such as GW788388 can rescue the loss of cell-cell adhesion associated with SERPINB5 knockdown .

What controls should be included when working with SERPINB5 antibodies?

When designing experiments with SERPINB5 antibodies, researchers should include:

  • Positive tissue/cell controls: Based on validated samples, mouse esophagus, human cervical cancer, human esophagus cancer, and human lung cancer tissues serve as reliable positive controls. Cell lines including HeLa (cervical epithelial carcinoma), PC-3 (prostate cancer), and RT-4 (bladder carcinoma) have demonstrated detectable SERPINB5 expression .

  • Negative controls: Include samples known to lack SERPINB5 expression or use isotype control antibodies to confirm specificity.

  • Loading/staining controls: Standard protein loading controls for Western blots and appropriate staining controls for IHC applications to ensure technical consistency.

  • Knockdown/knockout validation: Where possible, SERPINB5-depleted samples provide valuable specificity controls.

How should SERPINB5 antibodies be stored and handled?

For optimal antibody performance, SERPINB5 antibodies should be stored at -20°C, where they typically remain stable for up to 12 months. After reconstitution, the antibody can be stored at 4°C for up to one month, but for longer-term storage, aliquoting and maintaining at -20°C is recommended. Repeated freeze-thaw cycles should be avoided as they can compromise antibody activity and specificity. During shipping and short-term handling, cold packs are typically used to maintain antibody integrity .

What cell lines are most suitable for SERPINB5 expression studies?

Based on detection validation studies, several cell lines have demonstrated reliable SERPINB5 expression and are suitable for expression studies:

  • HeLa human cervical epithelial carcinoma cells

  • PC-3 human prostate cancer cells

  • RT-4 human bladder carcinoma cells

These cell lines provide consistent expression profiles and can serve as experimental models for investigating SERPINB5 function in various cellular contexts .

What methodological approaches are effective for studying SERPINB5's role in autoimmune blistering disorders?

For investigating SERPINB5's role in autoimmune blistering disorders such as pemphigus vulgaris (PV), a multi-faceted methodological approach is recommended:

  • Dispase-based cell cohesion assays: These assays can quantitatively measure changes in intercellular adhesion strength following manipulation of SERPINB5 expression and/or exposure to pathogenic autoantibodies.

  • Immunofluorescence microscopy: This technique allows visualization of DSP and DSG3 localization patterns at the cell membrane, with particular attention to changes in distribution patterns following SERPINB5 overexpression or knockdown.

  • Ex-vivo skin models: Human ex-vivo skin models treated with PV autoantibodies provide a physiologically relevant system to evaluate blister formation and the potential protective effects of manipulating SERPINB5 expression or inhibiting TGF-β signaling.

  • Patient sample analysis: Examination of skin biopsies from PV patients compared to healthy controls, focusing on SERPINB5 expression levels, TGF-β pathway activation (pSMAD2/3 levels), and desmosomal protein localization .

How can researchers effectively investigate SERPINB5-TGF-β signaling interactions?

To comprehensively investigate the interactions between SERPINB5 and TGF-β signaling, researchers should consider the following methodological approach:

  • Phosphorylation state analysis: Western blotting with phospho-specific antibodies against SMAD2/3 and SMAD1/3/5 to assess TGF-β pathway activation.

  • Genetic manipulation studies: SERPINB5 knockdown and overexpression experiments to observe corresponding changes in TGF-β pathway activation markers.

  • Pharmacological intervention: Use of TGF-β pathway inhibitors (e.g., GW788388) to determine if they can rescue phenotypes associated with SERPINB5 depletion.

  • Protein-protein interaction studies: Co-immunoprecipitation or proximity ligation assays to identify direct interactions between SERPINB5 and components of the TGF-β signaling pathway.

  • Reporter gene assays: SMAD-responsive luciferase reporters to quantitatively measure TGF-β pathway activity in response to SERPINB5 modulation .

How is SERPINB5 expression altered in cancer tissues?

SERPINB5 was first identified as a tumor suppressor in breast cancer and has since been associated with altered expression in multiple cancer types. Its tumor suppressor function manifests through inhibition of migration, invasion, and metastatic properties, particularly in mammary tumors. SERPINB5 antibodies have been successfully used to detect expression in cervical cancer, esophageal cancer, lung cancer, prostate cancer, and bladder carcinoma samples. The dysregulation of SERPINB5 expression in these cancers provides important insights into potential diagnostic and therapeutic applications .

What is the significance of SERPINB5 in cell adhesion disorders?

SERPINB5 has emerged as a significant regulator of intercellular adhesion, particularly in the context of desmosomal adhesion. Recent research has demonstrated that SERPINB5 plays a protective role in autoimmune skin blistering disorders such as pemphigus vulgaris (PV), where impairment of desmosomal cell-cell adhesion leads to life-threatening disease. SERPINB5 overexpression has been shown to prevent PV-IgG-mediated loss of cell-cell adhesion and the displacement of desmoplakin from the cell membrane, highlighting its potential as a therapeutic target for stabilizing intercellular adhesion in disease states .

How might targeting SERPINB5-regulated pathways offer therapeutic potential in pemphigus vulgaris?

The identification of SERPINB5 as a modulator of desmoplakin membrane localization through TGF-β signaling opens novel therapeutic avenues for pemphigus vulgaris treatment:

  • TGF-β pathway inhibition: Elevated TGF-β activation observed in PV patient samples suggests that inhibitors of this pathway may serve as a targeted therapeutic option. Experimental evidence demonstrates that inhibition of TGF-β activation ameliorates PV-IgG-mediated loss of cell-cell adhesion, increases DSP membrane expression, and prevents PV-IgG-induced blister formation in human ex-vivo skin models.

  • SERPINB5 enhancement strategies: Approaches that increase SERPINB5 expression or activity could potentially stabilize desmosomal adhesion in PV patients.

  • Combination therapies: Integrating TGF-β inhibition with existing immunosuppressive treatments may provide more comprehensive disease management by addressing both autoimmune responses and adhesion defects.

  • Topical application considerations: Given the skin-specific nature of PV manifestations, development of topical formulations of TGF-β inhibitors might provide targeted treatment with reduced systemic side effects .

What methodological challenges exist in studying SERPINB5's functional mechanisms in disease contexts?

Researchers face several methodological challenges when investigating SERPINB5's roles in disease:

  • Tissue and context specificity: SERPINB5 functions appear to be highly tissue-specific and context-dependent, requiring careful selection of experimental models that accurately recapitulate the physiological environment.

  • Pathway crosstalk complexity: SERPINB5 interacts with multiple signaling pathways, including TGF-β and potentially others, creating complex regulatory networks that are challenging to dissect.

  • Translation to in vivo contexts: While in vitro and ex vivo models provide valuable insights, translating findings to complete in vivo systems presents technical hurdles.

  • Temporal dynamics: SERPINB5's involvement in feedback regulation with TGF-β signaling introduces temporal complexities that require sophisticated experimental designs to fully characterize.

  • Disease heterogeneity: Individual patient variations in disease mechanisms and SERPINB5 expression patterns necessitate personalized approaches to fully understand its roles in pathogenesis .

What factors can affect SERPINB5 antibody performance in Western blotting?

Several factors can influence SERPINB5 antibody performance in Western blotting applications:

  • Sample preparation: Complete protein denaturation is essential; use of appropriate buffers containing 50% glycerol and pH stabilization at 7.4 helps maintain antibody recognition of the target epitope.

  • Dilution optimization: While recommended ranges are 1:1000-1:5000, optimal dilution should be determined empirically for each experimental system.

  • Blocking conditions: Optimization of blocking reagents and times can reduce background and improve signal-to-noise ratio.

  • Detection system compatibility: Ensure secondary antibody and detection systems are optimized for the host species (typically rabbit for polyclonal SERPINB5 antibodies).

  • Protein loading: Excessive protein loading can lead to high background while insufficient loading may result in undetectable signals .

What are the optimal conditions for immunohistochemical detection of SERPINB5?

For effective immunohistochemical detection of SERPINB5:

  • Antibody dilution: Start with the recommended range of 1:100-1:300 and optimize based on specific tissue type and fixation method.

  • Antigen retrieval: This step is often critical for formalin-fixed, paraffin-embedded tissues to expose epitopes masked during fixation.

  • Tissue selection: Human esophagus cancer and human lung cancer tissues have been verified as reliable positive controls.

  • Incubation conditions: Optimize temperature and duration for primary antibody incubation to balance specific binding and background.

  • Detection system: Choose an appropriate detection system compatible with the host species of the primary antibody (typically rabbit for polyclonal antibodies) .

What strategies can resolve inconsistent results when studying SERPINB5-TGF-β pathway interactions?

When encountering inconsistent results in SERPINB5-TGF-β pathway studies, consider these troubleshooting approaches:

  • Baseline TGF-β activity assessment: Measure endogenous TGF-β signaling levels in your experimental system, as high baseline activity may mask effects of SERPINB5 manipulation.

  • Temporal dynamics analysis: Implement time-course experiments to capture the dynamic nature of SERPINB5-TGF-β interactions, as signaling responses may be transient.

  • Multiple readout parameters: Assess pathway activation using multiple markers beyond pSMAD2/3, including transcriptional targets of TGF-β signaling.

  • Cell density standardization: Maintain consistent cell density across experiments, as confluence levels can significantly affect both SERPINB5 expression and TGF-β signaling.

  • Validation across multiple cell types: Confirm findings in multiple epithelial cell types, as the relationship between SERPINB5 and TGF-β may vary between tissues.

  • Combination of genetic and pharmacological approaches: Use both SERPINB5 knockdown/overexpression and TGF-β pathway inhibitors to comprehensively characterize the relationship .

How can researchers optimize co-localization studies of SERPINB5 with desmosomal proteins?

For effective co-localization studies of SERPINB5 with desmosomal proteins such as desmoplakin:

  • Sequential antibody application: To minimize cross-reactivity, apply primary antibodies sequentially rather than simultaneously, particularly when antibodies are raised in the same host species.

  • Super-resolution microscopy: Techniques such as STED, STORM, or PALM provide superior resolution compared to conventional confocal microscopy, allowing more precise determination of spatial relationships between SERPINB5 and desmosomal components.

  • Z-stack acquisition: Collect images at multiple focal planes to create 3D reconstructions that more accurately represent the complex spatial organization of desmosomal structures.

  • Quantitative co-localization analysis: Employ software tools that calculate Pearson's correlation coefficient or Manders' overlap coefficient to quantitatively assess the degree of co-localization.

  • Live-cell imaging: Where possible, utilize tagged proteins for live-cell imaging to observe dynamic interactions between SERPINB5 and desmosomal components under various experimental conditions.

  • Proximity ligation assays: This technique can detect protein interactions within 40 nm, providing stronger evidence for direct interactions between SERPINB5 and desmosomal proteins .

What recent discoveries have expanded our understanding of SERPINB5 function?

Recent research has significantly broadened our understanding of SERPINB5 beyond its initially described tumor suppressor role:

  • Cell adhesion regulation: SERPINB5 has been identified as a positive regulator of desmoplakin membrane localization, directly impacting intercellular adhesive strength in keratinocytes.

  • TGF-β pathway modulation: SERPINB5 has been established as a negative regulator of TGF-β signaling, with knockdown experiments demonstrating enhanced phosphorylation of SMAD proteins.

  • Autoimmune disease relevance: Studies have linked SERPINB5 to pemphigus vulgaris pathogenesis, where overexpression can rescue autoantibody-mediated loss of cell-cell adhesion.

  • Membrane protein trafficking: Beyond simply affecting expression levels, SERPINB5 appears to regulate the membrane trafficking and localization of key desmosomal components .

How might multi-omics approaches advance SERPINB5 research in disease contexts?

Integrative multi-omics approaches offer powerful tools for comprehensively understanding SERPINB5's roles in disease:

  • Transcriptomic-proteomic integration: Combining RNA-seq with proteomics can identify discrepancies between SERPINB5 mRNA and protein levels, revealing post-transcriptional regulatory mechanisms.

  • Phosphoproteomics: This approach can map SERPINB5-dependent changes in phosphorylation patterns across multiple signaling pathways, providing a systems-level view of its regulatory impact.

  • Interaction proteomics: Techniques such as BioID or APEX proximity labeling coupled with mass spectrometry can identify the complete SERPINB5 interactome across different cellular compartments.

  • Single-cell multi-omics: These methods can reveal cell-type-specific functions of SERPINB5 within heterogeneous tissues and capture the spectrum of responses to SERPINB5 modulation.

  • Spatial transcriptomics/proteomics: These emerging technologies can map SERPINB5 expression and activity in the spatial context of tissues, providing insights into its function in maintaining tissue architecture .

What computational approaches show promise for predicting SERPINB5 functional interactions?

Advanced computational methods offer new avenues for predicting and understanding SERPINB5 functional interactions:

  • Structural modeling: Despite being classified as a serpin, SERPINB5 does not undergo typical serpin conformational changes. Molecular dynamics simulations and AlphaFold-based structural predictions can provide insights into its unique structural properties and interaction interfaces.

  • Network analysis algorithms: These can identify potential pathway connections and predict how SERPINB5 integrates into broader signaling networks, particularly its intersection with TGF-β pathway components.

  • Machine learning approaches: These can predict cell- and tissue-specific SERPINB5 functions by integrating diverse data types including expression patterns, chromatin accessibility, and protein-protein interactions.

  • Systems biology modeling: Differential equation-based models can capture the dynamic feedback relationship between SERPINB5 and TGF-β signaling, predicting system behavior under various perturbations.

  • Text mining and knowledge graph approaches: These methods can synthesize information across the fragmented literature on SERPINB5, identifying connections that may not be apparent through traditional literature review .

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