CALB1 Antibody, HRP conjugated

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Description

Definition and Structure

CALB1 antibodies target the 28 kDa calbindin-D28k protein, which regulates intracellular calcium homeostasis and buffers cytotoxic calcium surges in neurons, kidneys, and other tissues . The HRP conjugate facilitates chromogenic or chemiluminescent detection by catalyzing substrate reactions, amplifying signal output in assays .

Key Attributes of HRP-Conjugated CALB1 Antibodies:

ParameterDetails
Host SpeciesRabbit, mouse
ClonalityMonoclonal (e.g., clone CB-955 ) or polyclonal
ReactivityHuman, mouse, rat, bovine
ApplicationsWB, IHC, ELISA, immunofluorescence (IF)
ConjugateHorseradish peroxidase (HRP)
Storage≤ -20°C; stable for 12–24 months

Example Product (CUSABIO CSB-PA004432LB01HU)4:

ApplicationRecommended Dilution
ELISACustom optimized
WB/IHC1:1,000–1:2,000

Western Blotting

  • Detects a single band at ~28 kDa in human, mouse, and rat brain lysates .

  • Validated with secondary anti-mouse/rabbit IgG-HRP antibodies .

Immunohistochemistry

  • Demonstrates cytoplasmic staining in neurons (e.g., cerebellar Purkinje cells) and renal tissues .

  • Optimal dilution: 1:250–1:2,000, depending on tissue fixation .

Functional Studies

  • CALB1 knockdown increases apoptosis in UVB-irradiated lens epithelial cells and reduces osteosarcoma cell proliferation .

  • HRP-conjugated antibodies enable quantitative analysis of CALB1’s role in calcium buffering and apoptosis pathways .

Research Applications

  • Neurology: Mapping CALB1 expression in cerebellar neurons to study calcium dysregulation in Alzheimer’s disease .

  • Oncology: Assessing CALB1’s anti-apoptotic role in osteosarcoma and UVB-induced cell death .

  • Renal Studies: Detecting CALB1 in kidney tissues to evaluate calcium homeostasis .

Performance Considerations

  • Sensitivity: HRP conjugation enhances detection limits in low-abundance samples .

  • Cross-Reactivity: No reported cross-reactivity with CALB2 or PVALB .

  • Buffer Compatibility: Compatible with PBS or Tris-based buffers; sodium azide-free formulations available .

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 the products within 1-3 business days after receiving your orders. Delivery times may vary depending on the purchasing method or location. For specific delivery timelines, please consult your local distributors.
Synonyms
avian-type antibody; CAB27 antibody; CALB 1 antibody; CALB antibody; CALB1 antibody; CALB1_HUMAN antibody; Calbindin 1 28kDa antibody; Calbindin antibody; Calbindin D28 antibody; D 28K antibody; D-28K antibody; D28K antibody; OTTHUMP00000166027 antibody; OTTHUMP00000225441 antibody; RTVL H protein antibody; Vitamin D dependent calcium binding protein antibody; Vitamin D dependent calcium binding protein avian type antibody; Vitamin D-dependent calcium-binding protein antibody
Target Names
Uniprot No.

Target Background

Function
CALB1 antibody, HRP conjugated, plays a crucial role in buffering cytosolic calcium. It has the potential to stimulate both a membrane Ca(2+)-ATPase and a 3',5'-cyclic nucleotide phosphodiesterase.
Gene References Into Functions
  1. CSF calbindin concentration serves as a sensitive biomarker for Niemann-Pick disease type C1. PMID: 27307499
  2. Our research identified a significant association between the A allele of rs1805874 and the risk of Parkinson's disease (OR 1.257, 95% CI 1.036-1.524, p = 0.020) in the Han Chinese population. These findings suggest that the A allele of rs1805874 is associated with an increased risk of Parkinson's disease among the Han Chinese. In conjunction with previous studies, our findings suggest that rs1805874 is associated with Parkinson's disease in East Asian populations, but not in Caucasians. PMID: 27611799
  3. Age-related loss of calbindin appears to coincide with tangle formation in the basolateral amygdala and is associated with the full spectrum of tau pathology, including late-appearing epitopes. PMID: 26417681
  4. Increased numbers of calbindin neurons and fiber labeling in both focal cortical dysplasia (FCD) and non-FCD specimens compared to postmortem controls may be linked to ongoing seizure activity. PMID: 26081613
  5. Calbindin is expressed by various neuron types, both inhibitory (GABAergic) and excitatory (glutamatergic), participating in both intrinsic and extrinsic circuits of the human cerebellar cortex. PMID: 24719368
  6. Calbindin-D 28k levels were decreased in the putamen, the dorsal tier of the substantia nigra along the lower border of the red nucleus, and in the cerebellar cortex in multiple system atrophy. PMID: 23715974
  7. Significantly reduced hippocampal calbindin D28K levels are observed in all patients with mitochondrial encephalomyopathy, lactic acidosis and stroke-like syndrome (MELAS). PMID: 22483853
  8. Data indicate that calbindin (CB)- and tyrosine hydroxylase (TH)-cells were distributed across the three striatal territories, and the density of calretinin (CR) and parvalbumin (PV) interneurons was more abundant in the associative and sensorimotor striatum. PMID: 22272358
  9. Analysis of Ca2+ ion dynamics within the solvation shell of calbindin D9k. PMID: 21364983
  10. Calbindin expression is upregulated in endometriosis tissues. PMID: 20452033
  11. Cultured syncytiotrophoblast cells express calbindin-D9k and calbindin-D28k genes, which are stimulated by calcitriol. PMID: 20214988
  12. Our study demonstrates that there is no association between rs1805874 and the risk for Parkinson's disease (PD) in four Caucasian populations. This finding suggests that the effect of calbindin on PD risk exhibits population specificity. PMID: 19674066
  13. Calbindin may play a role in the development of Purkinje cells located in heterotopias and cerebellar dysgenesias. PMID: 20054781
  14. S-nitrosation of Ca(2+)-loaded and Ca(2+)-free recombinant calbindin D(28K) from human brain. PMID: 11994015
  15. Calbindin binds to myo-inositol-1(or 4)-monophosphatase (IMPase) and increases the phosphatase activity. PMID: 12176979
  16. Calbindin 1, 28kDa may play a role in Ca2+ transport or cell development in human trophoblast, potentially through Ca2+ buffering. PMID: 12606474
  17. The biological function of calbindin D28k appears to be linked to the redox state of its five cysteine residues. PMID: 15641794
  18. Post-translational modifications of human calbindin. PMID: 15741335
  19. Our findings suggest that the expression of parvalbumin or calbindin-D(28k) by subpopulations of dysplastic neurons in cortical tubers is abnormal and indicates dysfunctional inhibitory circuits inadequate for excitoprotection. PMID: 17156698
  20. Aggregates of mutant ataxin-l may recruit calbindin-D28k through tissue transglutaminase 2 mediated covalent crosslinking. PMID: 17442486
  21. Recombinant human calbindin-D28k was crystallized at 291 K using PEG 3350 as a precipitant, and a 2.4 A resolution X-ray data set was collected from a single flash-cooled crystal. PMID: 18259068
  22. Calbindin D(28k) binds Zn2+ to three relatively strong sites with dissociation constants in the low micromolar range. The Zn2+-bound state is structurally distinct from the Ca2+-bound state, with negative allosteric interaction between Zn- and Ca-binding events. PMID: 18359862
  23. CALB1 is associated with Parkinson's disease independently of alpha-synuclein. PMID: 18568448
  24. No significant differences were observed in cerebellar Purkinje cells in levels of CALB in autism compared to the normal cerebellum. PMID: 18587625

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Database Links

HGNC: 1434

OMIM: 114050

KEGG: hsa:793

STRING: 9606.ENSP00000265431

UniGene: Hs.65425

Protein Families
Calbindin family

Q&A

What is CALB1 and what biological functions does it serve?

CALB1 (Calbindin-D28K) is a calcium-binding protein that primarily functions as a cytosolic calcium buffer. Beyond its buffering capacity, CALB1 may stimulate membrane Ca(2+)-ATPase and 3',5'-cyclic nucleotide phosphodiesterase, suggesting roles in calcium homeostasis and signaling pathways . This protein is also known by alternative names including CAB27, Calbindin, and D-28K, which references its approximate molecular weight of 28 kDa . CALB1 is particularly abundant in specific neuronal populations, making it a valuable marker in neuroscience research for identifying particular cell types and studying calcium-dependent cellular processes.

What are the advantages of using HRP-conjugated CALB1 antibodies versus unconjugated primary antibodies?

HRP-conjugated CALB1 antibodies offer several methodological advantages in immunodetection workflows. The direct conjugation eliminates the need for secondary antibody incubation steps, which significantly reduces experimental time by at least 1-2 hours and minimizes washing steps . This streamlined approach reduces background noise from non-specific secondary antibody binding, potentially improving signal-to-noise ratios. HRP-conjugated antibodies also enable more sensitive detection through enzymatic signal amplification, where each HRP molecule can generate multiple signal molecules when exposed to appropriate substrates. Additionally, direct conjugation is particularly valuable in multi-labeling experiments where antibodies from the same host species must be used, eliminating cross-reactivity concerns that would arise with secondary antibodies .

How does age-related expression of CALB1 impact experimental design when studying developmental processes?

Age-related changes in CALB1 expression significantly impact experimental design considerations. Research on Sprague-Dawley rats demonstrated substantial age-dependent decreases in CALB1 expression, with western blot analysis revealing notably lower protein levels in 12 and 18-month-old rats compared to 1 and 6-month-old animals . This expression pattern necessitates careful age-matching of experimental and control groups to prevent confounding variables. Researchers should consider implementing age-stratified sampling approaches when studying developmental processes or age-related conditions. Additionally, quantitative analysis methods such as densitometry should be employed to accurately document CALB1 expression levels across different age groups. The ratio of CALB1 to housekeeping genes (like GAPDH) provides a standardized measurement approach, enabling more meaningful comparisons across developmental timepoints .

What tissue preparation methods optimize CALB1 antibody performance in immunohistochemical applications?

For optimal immunohistochemical detection of CALB1, antigen retrieval using citrate buffer (pH 6.0) with 15-minute incubation has proven effective in both rat and mouse cerebellar tissue preparations . Paraffin-embedded samples should undergo complete deparaffinization and rehydration prior to antigen retrieval to ensure antibody accessibility to epitopes. For fluorescent detection, CALB1 antibodies have demonstrated excellent results at 1:100 dilution when visualizing cerebellar structures . To enhance specificity, blocking with 5% non-fat milk in TBST (Tris-buffered saline with 0.1% Tween-20) for 60 minutes at room temperature effectively minimizes non-specific binding . When performing multi-label immunohistochemistry, CALB1 antibodies have been successfully co-implemented with neuronal markers such as beta-Tubulin 3/Tuj1, allowing for detailed neuroanatomical analyses . Post-staining nuclear counterstaining with DAPI provides important structural context for interpreting CALB1 distribution patterns in tissue sections.

What are the recommended protocols for Western blot detection of CALB1 using HRP-conjugated antibodies?

For optimal Western blot detection of CALB1 using HRP-conjugated antibodies, researchers should follow this methodological approach: First, prepare protein samples using whole cell extracts (approximately 30 μg per lane) and separate by 12% SDS-PAGE . After electrophoresis, transfer proteins to PVDF membranes and block with Tris-buffered saline containing 0.1% Tween-20 (TBST) and 5% non-fat milk for 60 minutes at room temperature . For direct detection using HRP-conjugated CALB1 antibodies, dilute the antibody to 1:1000 in blocking solution and incubate overnight at 4°C . Following incubation, wash the membrane thoroughly three times (5 minutes each) with TBST. Develop blots by incubating in enhanced chemiluminescence reagent and expose to appropriate detection systems, with exposure times ranging from 20-30 minutes depending on signal intensity . When using non-conjugated primary antibodies, a secondary incubation with HRP-labeled goat-anti-rabbit polyclonal IgG (1:500 dilution) is required for detection .

How should CALB1 ELISA assays be optimized for maximum sensitivity and reproducibility?

Optimizing CALB1 ELISA assays for maximum sensitivity and reproducibility requires careful attention to several methodological parameters. The sandwich ELISA technique employs pre-coated microplates with antibodies specific for CALB1, typically detecting concentrations between 31.25-2000 pg/mL with sensitivity below 15.6 pg/mL . For sample preparation, proper dilution is critical - linearity assessments revealed optimal performance at dilution factors between 1:2 and 1:16 for both serum samples and cell culture media . Procedurally, proper washing technique is essential, with three complete washes recommended between each incubation step. Temperature control significantly impacts assay kinetics, with optimal incubation at 37°C for antibody binding steps (2 hours for samples, 1 hour each for detection antibody and enzyme conjugate) . For detection, precise timing of the substrate reaction (15-20 minutes) under dark conditions maximizes signal-to-noise ratio. Assay validation demonstrates excellent specificity for CALB1 with intra-assay precision (CV<10%) and inter-assay precision (CV<15%), ensuring reliable quantification across experimental replicates .

How should researchers interpret conflicting CALB1 expression data across different detection methods?

When confronted with conflicting CALB1 expression data across different detection methods, researchers should implement a systematic analytical approach. First, examine the fundamental differences between techniques - protein-level detection methods (Western blot, ELISA, immunohistochemistry) may yield results that diverge from transcript-level analyses (qPCR, RNA-seq) . For example, age-related CALB1 expression studies in rat lenses showed differences in the magnitude of change when comparing protein levels via Western blot versus mRNA expression via RT-qPCR . When analyzing immunohistochemical versus Western blot data, consider that spatial distribution information from the former complements the quantitative precision of the latter. For quantitative comparisons, normalize CALB1 expression against appropriate housekeeping references (GAPDH for Western blot/qPCR) and evaluate statistical significance of observed differences . Methodological variables including antibody clone specificity, epitope accessibility, and post-translational modifications may contribute to apparent discrepancies. When possible, validate findings using multiple antibody clones (such as EP3478 or HL2378) and detection techniques to establish convergent validity .

What statistical approaches are most appropriate for analyzing age-dependent changes in CALB1 expression?

When analyzing age-dependent changes in CALB1 expression, several statistical approaches provide robust analysis. For comparing discrete age groups, as demonstrated in studies of rats at 1, 6, 12, and 18 months, analysis of variance (ANOVA) with appropriate post-hoc tests effectively identifies significant differences between multiple age cohorts . Reporting data as mean ± standard error from an adequate sample size (n=10-12 per age group) provides statistical power to detect biologically relevant changes . For age-related trends, regression analysis can quantify the relationship between age and CALB1 levels, determining if the decline follows linear or non-linear patterns. When analyzing protein expression data, normalization to housekeeping proteins like GAPDH is essential before statistical comparison, as demonstrated in densitometric analyses of Western blots . Statistical significance thresholds should be clearly defined (typically p<0.05 or p<0.01) and appropriate corrections applied for multiple comparisons. For longitudinal studies, repeated measures analyses account for within-subject correlations, providing more powerful detection of age-related changes within the same subjects over time.

What are the key considerations when comparing CALB1 antibody performance across different manufacturer sources?

When comparing CALB1 antibody performance across different manufacturer sources, researchers should systematically evaluate several critical parameters. First, examine antibody format specifications - rabbit monoclonal antibodies (such as clone EP3478 or HL2378) may offer different specificity profiles compared to polyclonal alternatives . HRP conjugation efficiency varies between manufacturers, affecting signal intensity and background levels in direct detection applications. Epitope specificity is crucial - while all target CALB1/Calbindin-D28K, subtle differences in the recognized epitope regions may yield different binding patterns, particularly when post-translational modifications are present. Cross-reactivity profiles should be thoroughly assessed, though manufacturers note the practical limitations of exhaustive cross-reactivity testing . Detection sensitivity parameters differ significantly, with reported minimum detectable dose ranging between manufacturers and assay formats . Validation evidence varies substantially - some antibodies come with extensive cross-species validation (human, mouse, rat) while others have more limited documented applications . When comparing performance, researchers should conduct side-by-side testing using identical samples, protocols, and detection methods to directly evaluate specificity, sensitivity, and reproducibility in their specific experimental context.

How can dual immunofluorescence with CALB1 and neuronal markers enhance understanding of neuronal subpopulations?

Dual immunofluorescence combining CALB1 antibodies with neuronal markers offers a powerful approach for dissecting neuronal heterogeneity. Methodologically, this approach has been validated using CALB1 antibody [HL2378] (1:100 dilution) simultaneously with beta-Tubulin 3/Tuj1 antibody [GT11710] (1:500 dilution) in both rat and mouse cerebellar tissue . This co-labeling strategy enables precise identification of CALB1-expressing neurons within the broader neuronal population, revealing functional neuronal circuits and connectivity patterns. The subcellular resolution achieved allows researchers to analyze the compartmentalized distribution of CALB1 within neuronal somata, dendrites, and axons, providing insights into calcium-handling mechanisms within specific neuronal domains. For cerebellar research specifically, CALB1 serves as a definitive marker for Purkinje cells, allowing detailed morphological and physiological characterization of these neurons when combined with other markers . Beyond normal neuroanatomy, this approach is particularly valuable for studying neurodegenerative conditions where selective vulnerability of CALB1-positive neurons may occur. Quantitative analysis of co-localization coefficients between CALB1 and other neuronal markers can reveal shifts in neuronal phenotypes under experimental or pathological conditions.

What are the implications of age-related CALB1 expression changes for studies on neurodegeneration and calcium dysregulation?

Age-related reductions in CALB1 expression, as demonstrated in Sprague-Dawley rats , have profound implications for studies on neurodegeneration and calcium dysregulation. The documented decrease in CALB1 levels between young (1-6 months) and older (12-18 months) animals suggests progressive impairment of calcium buffering capacity during aging . This decline may represent a molecular vulnerability factor that predisposes aged neurons to calcium overload during excitotoxic events or metabolic stress. Methodologically, researchers studying neurodegeneration must account for baseline age-related CALB1 changes to avoid misattributing disease-specific effects. The temporal progression of CALB1 decline may serve as a biomarker for normal aging processes against which pathological conditions can be compared. For functional studies, reduced CALB1 likely correlates with altered calcium transients and modified synaptic plasticity in aging neural circuits. When designing therapeutic interventions targeting calcium homeostasis, age-stratified approaches may be necessary to address the specific calcium-handling deficits at different life stages. Researchers should implement detailed age documentation and appropriate controls when studying CALB1 in the context of age-related neurodegenerative conditions to distinguish disease-specific changes from normal aging processes.

How can CALB1 antibodies be utilized in studying calcium signaling dysregulation in pathological conditions?

CALB1 antibodies provide sophisticated tools for studying calcium signaling dysregulation in pathological conditions through multiple methodological approaches. In neurodegenerative disease models, HRP-conjugated CALB1 antibodies enable precise quantification of expression changes in vulnerable neuronal populations using Western blot analysis with enhanced chemiluminescence detection . For spatial distribution analysis, immunohistochemical applications using specific antibody clones like HL2378 at optimized dilutions (1:100) reveal region-specific and cell-type-specific alterations in CALB1 expression patterns . Quantitative assessment through ELISA techniques allows detection of soluble CALB1 in biological fluids with high sensitivity (detection limit <15.6 pg/mL), potentially identifying biomarker applications . In calcium imaging studies, correlative approaches combining calcium indicator fluorescence with post-hoc CALB1 immunostaining identify how endogenous calcium buffering capacity relates to pathological calcium signals. For high-resolution analysis, immunogold electron microscopy with CALB1 antibodies can reveal subcellular redistribution of calcium buffering capacity in disease states. Research applications extend beyond neurological conditions to other systems where calcium dysregulation occurs, including ocular tissues where age-related CALB1 reduction has been documented in lens tissue .

What are common sources of false positive and false negative results when using CALB1 antibodies, and how can they be mitigated?

Common sources of false results when using CALB1 antibodies require specific mitigation strategies. For false positives, cross-reactivity with structurally similar calcium-binding proteins represents a significant concern, as manufacturers acknowledge limitations in comprehensive cross-reactivity testing . This can be mitigated through validation with knockout/knockdown controls and using monoclonal antibodies with defined epitope specificity, such as rabbit monoclonal clone EP3478 or HL2378 . Non-specific binding in Western blotting can be minimized with optimized blocking (5% non-fat milk in TBST for 60 minutes) and proper antibody dilution (typically 1:1000-1:3000) . For false negatives, insufficient antigen retrieval in immunohistochemistry frequently prevents epitope detection, requiring validated protocols (citrate buffer, pH 6.0, 15 min) . Degraded CALB1 protein in samples may be undetectable - proper sample handling with protease inhibitors and avoiding freeze-thaw cycles preserves antigenic integrity. Suboptimal antibody concentration can be addressed through careful titration experiments comparing serial dilutions. Interfering substances in complex biological samples may mask CALB1 detection in ELISA applications - data from recovery experiments shows optimal sample matrix performance between 85-110% for serum and cell culture media . For all applications, appropriate positive controls (transfected 293T cells or tissues with known CALB1 expression) should be included alongside experimental samples .

How can researchers validate the specificity of CALB1 antibodies for their particular experimental system?

Validating CALB1 antibody specificity requires a multi-faceted approach tailored to the experimental system. First, researchers should conduct Western blot analysis comparing transfected (+) versus non-transfected (-) 293T cell extracts to confirm the antibody detects the expected 28 kDa CALB1 band only when the protein is expressed . For tissue-specific applications, a comparative analysis across multiple tissue types with known differential CALB1 expression (e.g., high in cerebellum versus low in other tissues) confirms detection corresponds with established expression patterns . When possible, genetic validation using CALB1 knockout models or siRNA knockdown provides definitive confirmation of antibody specificity. Peptide competition assays, where pre-incubation of the antibody with purified CALB1 protein or immunizing peptide blocks specific binding, offer another validation approach. For immunohistochemical applications, co-localization with antibodies against the same target but recognizing different epitopes strengthens specificity claims. Cross-species reactivity should be experimentally verified rather than assumed based on sequence homology, as manufacturers note that predicted cross-reactivity "based on strong homology" requires experimental confirmation . Finally, correlation between protein detection (Western blot/immunohistochemistry) and mRNA expression data (from resources like the Human Protein Atlas) provides additional validation of target specificity .

What quality control parameters should be assessed when establishing CALB1 ELISA assays in a new laboratory?

Establishing CALB1 ELISA assays in a new laboratory requires rigorous quality control assessment across multiple parameters. Standard curve performance should demonstrate an R-squared value exceeding 0.98 using four-parameter logistic (4-PL) curve-fitting, with concentrations spanning the full detection range (31.25-2000 pg/mL) . Sensitivity validation should confirm the minimum detectable dose is below 15.6 pg/mL, determined by adding two standard deviations to the mean optical density of zero standard replicates . Precision assessment requires both intra-plate testing (CV<10% for low, middle, and high concentration samples tested 20 times on one plate) and inter-plate evaluation (CV<15% across three different plates with 20 replicates each) . Recovery experiments must verify accurate detection across various sample matrices, with acceptable recovery percentages between 84-110% for cell culture media and approximately 90% for serum samples . Linearity validation should confirm proportional detection across serial dilutions (1:2, 1:4, 1:8, 1:16) with percent expected values falling between 82-117% . Specificity testing requires confirmation of minimal cross-reactivity with analogous proteins, though comprehensive cross-reactivity testing has practical limitations . Establishing consistent detection limits, dynamic range, and minimal batch-to-batch variation ensures reliable quantification across experimental series.

How might advances in antibody engineering impact the development of next-generation CALB1-HRP conjugated antibodies?

Advances in antibody engineering are poised to revolutionize CALB1-HRP conjugated antibodies through several innovative approaches. Site-specific conjugation technologies will replace current random conjugation methods, allowing precise control over the HRP:antibody ratio and maintaining consistent lot-to-lot performance compared to current products . Recombinant monoclonal antibody production, already utilized in some CALB1 antibodies like clone EP3478, will become standard practice, eliminating batch variability inherent to hybridoma or polyclonal sources . Fragment-based approaches using single-chain variable fragments (scFv) or nanobodies derived from CALB1-specific antibodies will enable smaller conjugates with enhanced tissue penetration for imaging applications. Engineered Fc regions with reduced non-specific binding will minimize background while maintaining target specificity across diverse sample types. Multi-functional conjugates that combine HRP with fluorescent reporters will enable correlative workflows between enzyme-based detection and fluorescence microscopy using a single primary antibody. Stability enhancements through protein engineering will extend shelf-life and performance under challenging experimental conditions. These advances will collectively deliver next-generation CALB1-HRP conjugates with superior specificity, sensitivity, and reproducibility for demanding research applications.

What emerging applications exist for CALB1 antibodies in single-cell analysis and spatial transcriptomics?

Emerging applications for CALB1 antibodies in cutting-edge single-cell and spatial analyses represent a frontier in neuroscience research. In single-cell proteomics, CALB1 antibodies are being integrated into mass cytometry (CyTOF) panels, where metal-conjugated antibodies enable simultaneous detection of dozens of proteins at single-cell resolution, revealing heterogeneity within neuronal populations. For spatial transcriptomics, CALB1 immunodetection can be combined with in situ hybridization in techniques like MERFISH or Visium spatial transcriptomics, correlating protein expression with transcriptional profiles in preserved tissue architecture . Novel proximity ligation assays utilizing CALB1 antibodies can identify protein-protein interactions between CALB1 and other calcium-regulatory proteins at nanoscale resolution. In microfluidic applications, immobilized CALB1 antibodies enable capture and characterization of specific neuronal subpopulations from complex cell mixtures. Advanced imaging approaches, including expansion microscopy and super-resolution techniques, benefit from highly specific CALB1 antibodies to reveal subcellular distribution patterns beyond conventional microscopy limits . These methodologies collectively advance our understanding of CALB1-expressing cells and their roles in both healthy and pathological conditions at unprecedented resolution.

How might computational approaches enhance the interpretation of CALB1 expression patterns across different experimental contexts?

Computational approaches offer transformative potential for interpreting CALB1 expression patterns across experimental contexts. Machine learning algorithms applied to immunohistochemical images can automatically quantify CALB1-positive cells, their morphological features, and spatial relationships within complex tissues, surpassing traditional manual counting methods . Integrative multi-omics approaches can correlate CALB1 protein levels with transcriptomic, epigenomic, and metabolomic datasets, revealing regulatory networks controlling CALB1 expression and function. Network analysis algorithms can position CALB1 within calcium-regulatory protein networks, identifying key interaction partners and pathway relationships across different physiological and pathological states. For age-related expression changes, mathematical modeling approaches can simulate calcium dynamics in cells with varying CALB1 levels, predicting functional consequences of the observed age-dependent decline . Bayesian statistical frameworks can integrate data from multiple antibody sources and detection methods, providing robust consensus measurements while accounting for technical variability. Digital pathology platforms using artificial intelligence can standardize CALB1 immunohistochemical interpretation across laboratories, enhancing reproducibility. These computational approaches collectively transform descriptive CALB1 expression data into mechanistic insights and predictive models with applications spanning basic neuroscience, aging research, and neurological disease investigations.

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