Recombinant Cricetulus griseus Golgi SNAP receptor complex member 1 (GOSR1)

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Description

Production Systems

Recombinant GOSR1 is expressed in multiple heterologous systems, each offering distinct advantages:

Expression Hosts

  • E. coli: Cost-effective for bulk production, yielding soluble protein with His/GST tags .

  • Yeast (Pichia pastoris): Suitable for post-translational modifications, achieving >85% purity .

  • Baculovirus/Insect Cells: Used for complex mammalian-like glycosylation patterns .

Yield Optimization

  • CHO cell studies demonstrate that codon optimization and miRNA regulation (e.g., miR-24 depletion) enhance GOSR1 expression by 56% in high-producing cell lines .

  • Proteomic comparisons between CHO-S and CHO DG44 cell lines reveal conserved GOSR1 expression during growth phases, critical for maintaining Golgi function .

Functional Role in Vesicular Transport

GOSR1 facilitates ER-to-Golgi and intra-Golgi trafficking by forming SNARE complexes with:

  • GOSR2 (Qb-SNARE)

  • STX5 (Qa-SNARE)

  • YKT6 (R-SNARE)

Mechanistic Insights

  • Disruption of GOSR1 in CHO cells impairs COP1 vesicle formation, reducing secretory capacity by 40% .

  • Structural studies show its N-terminal domain binds cargo receptors, while the transmembrane anchor mediates vesicle fusion .

Industrial Applications

Biotherapeutic Production

  • GOSR1 overexpression in CHO cells increases monoclonal antibody titers by 30% by enhancing Golgi transit efficiency .

  • Engineered cell lines with CRISPR/Cas9-modified GOSR1 show improved viability (>95%) during fed-batch cultures .

Research Tools

  • Used in antibody validation (e.g., Novus Biologicals™ NBP1-83351PEP) for specificity confirmation via competition assays .

  • Facilitates studies on neurodegenerative diseases linked to SNARE dysfunction .

Comparative Proteomics

A 2017 study comparing Cricetulus griseus tissues and CHO cell lines revealed:

FeatureLiver/Ovary TissueCHO Cell Lines
GOSR1 Expression LevelModerateHigh (3.5x tissue)
Associated PathwaysLipid transportCell-cycle regulation
Glycosylation ActivityElevatedReduced

This adaptation highlights GOSR1’s role in supporting high secretory demands in industrial cell lines .

Challenges and Innovations

  • Aggregation Issues: Urea (1M) in storage buffers mitigates precipitation during freeze-thaw cycles .

  • Species-Specific Variants: Human GOSR1 (O95249) shares 89% sequence identity with Cricetulus griseus (O08522), enabling cross-species functional studies .

Product Specs

Form
Lyophilized powder
Please note that we prioritize shipping the format currently in stock. However, if you have specific requirements for the format, kindly indicate them in your order. We will then prepare the product according to your request.
Lead Time
Delivery time may vary depending on the purchasing method or location. Please consult your local distributor for specific delivery timeframe.
All our proteins are shipped with standard blue ice packs by default. If you require dry ice shipping, please communicate your request in advance. Additional fees will apply.
Notes
Repeated freezing and thawing is not recommended. For optimal results, store working aliquots at 4°C for up to one week.
Reconstitution
For optimal reconstitution, we recommend centrifuging the vial briefly before opening to ensure the contents settle at the bottom. Reconstitute the protein in deionized sterile water to a concentration of 0.1-1.0 mg/mL. We recommend adding 5-50% glycerol (final concentration) and aliquoting for long-term storage at -20°C/-80°C. Our standard glycerol concentration is 50%. Customers can use this as a reference point.
Shelf Life
The shelf life of our products is influenced by several factors including storage conditions, buffer composition, temperature, and the inherent stability of the protein.
Generally, the shelf life of liquid form is 6 months at -20°C/-80°C. The shelf life of lyophilized form is 12 months at -20°C/-80°C.
Storage Condition
Store at -20°C/-80°C upon receipt. Aliquoting is recommended for multiple uses. Avoid repeated freeze-thaw cycles.
Tag Info
Tag type will be determined during the manufacturing process.
The specific tag type will be decided during production. If you require a specific tag type, please inform us. We will prioritize developing the requested tag if possible.
Synonyms
GOSR1; GS28; Golgi SNAP receptor complex member 1; 28 kDa Golgi SNARE protein; 28 kDa cis-Golgi SNARE p28; GOS-28
Buffer Before Lyophilization
Tris/PBS-based buffer, 6% Trehalose.
Datasheet
Please contact us to get it.
Expression Region
1-250
Protein Length
full length protein
Species
Cricetulus griseus (Chinese hamster) (Cricetulus barabensis griseus)
Target Names
GOSR1
Target Protein Sequence
MAAGTSNYWEDLRKQARQLENELDLKLVSFSKLCTSYSHSSARDGGRDRYSSDTTPLLNGSSQDRMFETMAIEIEQLLARLTGVNDKMAEYTNSAGVPSLNAALMHTLQRHRDILQDYTHEFHKTKANFMAIRERENLMGSVRKDIESYKSGSGVNNRRTELFLKEHDHLRNSDRLIEETISIAMATKENMTSQRGMLKSIHSKMNTLANRFPAVNSLIQRINLRKRRDSLILGGVIGICTILLLLYAFH
Uniprot No.

Target Background

Function
GOSR1 (Golgi SNAP receptor complex member 1) plays a crucial role in intracellular transport, specifically from the endoplasmic reticulum (ER) to the Golgi apparatus, as well as within the Golgi itself. It belongs to the t-SNARE (soluble NSF attachment protein receptor) superfamily of proteins. GOSR1 may provide protection against hydrogen peroxide-induced cytotoxicity in neuronal cells under glutathione depletion by regulating intracellular reactive oxygen species (ROS) levels through inhibition of p38 MAPK (MAPK11, MAPK12, MAPK13, and MAPK14). GOSR1 is involved in the docking and fusion stages of ER-to-cis-Golgi transport. It plays a significant physiological role in VLDL (very low-density lipoprotein) transport vesicle-Golgi fusion and thus in VLDL delivery to the hepatic cis-Golgi.
Database Links
Protein Families
GOSR1 family
Subcellular Location
Golgi apparatus membrane; Single-pass type IV membrane protein.

Q&A

What is GOSR1 and what is its function in cellular biology?

GOSR1 (Golgi SNAP receptor complex member 1), also known as GS28, is a 28 kDa Golgi SNARE protein that functions as a critical component of the vesicular transport machinery within cells. It participates in the targeting and fusion of transport vesicles with their target membranes, specifically in the intra-Golgi transport pathway. The protein contains a SNARE domain that facilitates interaction with other SNARE proteins to form complexes essential for membrane fusion events .

The full-length GOSR1 protein from Cricetulus griseus consists of 250 amino acids with the sequence: MAAGTSNYWEDLRKQARQLENELDLKLVSFSKLCTSYSHSSARDGGRDRYSSDTTPLLNGSSQDRMFETMAIEIEQLLARLTGVNDKMAEYTNSAGVPSLNAALMHTLQRHRDILQDYTHEFHKTKANFMAIRERENLMGSVRKDIESYKSGSGVNNRRTELFLKEHDHLRNSDRLIEETISIAMATKENMTSQRGMLKSIHSKMNTLANRFPAVNSLIQRINLRKRRDSLILGGVIGICTILLLLYAFH .

What expression systems are commonly used for recombinant GOSR1 production?

The production of recombinant GOSR1 protein typically employs prokaryotic or eukaryotic expression systems depending on the research requirements. For basic structural studies and initial characterization, E. coli remains the predominant expression system due to its cost-effectiveness, rapid growth, and high protein yields . The commercially available recombinant GOSR1 from Cricetulus griseus is expressed in E. coli with an N-terminal His-tag to facilitate purification .

Expression SystemAdvantagesLimitationsBest Used For
E. coliHigh yield, cost-effective, rapidLimited post-translational modificationsStructural studies, antibody production
Insect cellsBetter folding, some PTMsModerate cost, slower productionFunctional studies requiring glycosylation
Mammalian cellsNative-like PTMs, proper foldingExpensive, complex media, lower yieldIn-depth functional characterization
YeastModerate yield, some PTMsDifferent glycosylation patternsBalance between yield and functionality

The choice of expression system should align with the specific research question being addressed and the downstream applications planned for the recombinant protein .

What purification methods are effective for recombinant His-tagged GOSR1?

Purification of His-tagged recombinant GOSR1 typically employs immobilized metal affinity chromatography (IMAC) as the primary capture step. The methodological approach includes:

  • Cell lysis: Bacterial cells expressing His-tagged GOSR1 are lysed using either sonication, homogenization, or chemical lysis buffers containing appropriate detergents.

  • IMAC purification: The clarified lysate is loaded onto a Ni-NTA or Co-NTA column, washed with buffers containing low concentrations of imidazole (10-30 mM) to remove weakly bound proteins, and then eluted with buffers containing higher imidazole concentrations (250-500 mM) .

  • Secondary purification: For higher purity (>95%), additional chromatographic steps such as ion exchange chromatography or size exclusion chromatography are recommended.

  • Buffer exchange: The purified protein is typically exchanged into a storage buffer containing stabilizers such as the Tris/PBS-based buffer with 6% trehalose at pH 8.0 used for commercial preparations .

For optimal results, researchers should consider adding protease inhibitors during lysis and maintaining cold temperatures throughout the purification process to minimize protein degradation.

How should recombinant GOSR1 be stored for optimal stability?

Proper storage of recombinant GOSR1 is critical for maintaining its structural integrity and functional activity. Based on empirical data, the following methodological approach is recommended:

  • Short-term storage (up to one week): Aliquots can be maintained at 4°C in the appropriate buffer system .

  • Long-term storage: Store at -20°C or preferably -80°C in smaller aliquots to avoid repeated freeze-thaw cycles .

  • Lyophilization: For extended shelf life, lyophilization (freeze-drying) in the presence of cryoprotectants such as trehalose (6%) is effective .

  • Reconstitution: When needed, reconstitute the lyophilized protein in deionized sterile water to a concentration of 0.1-1.0 mg/mL. Consider adding glycerol to a final concentration of 50% for samples that will undergo additional freeze-thaw cycles .

  • Quality control: After reconstitution, verify protein integrity by SDS-PAGE before experimental use.

This methodological approach helps preserve protein activity and prevents aggregation or degradation that could compromise experimental results.

How does the structure of recombinant GOSR1 compare to its native form?

The structural comparison between recombinant and native GOSR1 requires sophisticated analytical techniques to assess similarities and differences in primary, secondary, tertiary, and quaternary structures. Methodologically, researchers should employ:

  • Primary structure analysis: Mass spectrometry (MS) techniques such as MALDI-TOF or ESI-MS to confirm the amino acid sequence matches the expected 250 amino acids of GOSR1 .

  • Secondary structure analysis: Circular dichroism (CD) spectroscopy to analyze α-helical and β-sheet content, which is particularly important as SNARE proteins like GOSR1 typically contain characteristic α-helical domains that mediate protein-protein interactions.

  • Tertiary structure comparison: Nuclear magnetic resonance (NMR) spectroscopy or X-ray crystallography to determine the three-dimensional folding patterns of both recombinant and native proteins.

  • Post-translational modification assessment: While E. coli-expressed GOSR1 lacks eukaryotic post-translational modifications (PTMs), native GOSR1 may contain various PTMs that can be identified using specialized MS approaches.

  • Functional assays: SNARE complex formation assays to compare the ability of recombinant versus native GOSR1 to form functional complexes with partner proteins.

What is the optimal design of experiments (DoE) approach for GOSR1 expression optimization?

Optimizing GOSR1 expression requires a systematic DoE approach rather than the traditional one-factor-at-a-time method. A methodological framework includes:

  • Factor identification: Key factors affecting GOSR1 expression include temperature, induction time, inducer concentration, media composition, and host strain genotype .

  • Experimental design selection: For GOSR1 optimization, a response surface methodology (RSM) design such as central composite design (CCD) or Box-Behnken design is recommended to model the relationship between factors and protein yield/quality .

  • Implementation: A typical DoE matrix for GOSR1 expression might include:

ExperimentTemperature (°C)IPTG Concentration (mM)Induction Time (hours)Media TypePredicted Yield
1160.118TBLow
2161.04LBMedium
3250.582YTHigh
4370.14LBMedium
5371.0182YTLow
  • Response analysis: Soluble protein yield is typically quantified by SDS-PAGE densitometry or activity assays, with data analyzed using statistical software to generate response surface plots .

  • Model validation: The optimized conditions should be validated experimentally to confirm the model's predictions.

This methodological approach typically reveals significant interaction effects that would be missed by traditional optimization approaches. For instance, the interaction between temperature and induction time often has a more pronounced effect on GOSR1 solubility than either factor alone .

How do environmental factors affect GOSR1 expression patterns in different cell types?

The expression of GOSR1 is influenced by various environmental factors, as evidenced by multiple interaction studies. A methodological approach to investigating these effects includes:

  • Experimental design: Expose different cell types (human, rodent, etc.) to varying concentrations of environmental compounds for different durations.

  • Expression analysis: Quantify GOSR1 mRNA and protein levels using RT-qPCR and Western blotting, respectively.

Based on available data, several environmental factors have been shown to modulate GOSR1 expression:

Environmental FactorEffect on GOSR1 ExpressionCell Type/ModelMechanism
Benzo(a)pyreneIncreased expressionMouseTranscriptional activation
Benzo[a]pyrene diol epoxide IDecreased expressionHumanPotential DNA damage response
Beta-lapachoneIncreased expressionHumanOxidative stress response
BexaroteneIncreased expressionRatNuclear receptor activation
Bisphenol ADecreased expressionRatEndocrine disruption
ButanalDecreased expressionHumanMetabolic interference

These expression changes suggest that GOSR1 may be part of cellular stress response pathways and could serve as a biomarker for certain types of environmental exposures. The methodological implication is that researchers working with GOSR1 should carefully control for environmental factors that might confound experimental results.

What functional assays can be used to assess the activity of recombinant GOSR1?

Functional characterization of recombinant GOSR1 requires specialized assays that evaluate its SNARE complex formation and membrane fusion activities. A methodological approach includes:

  • In vitro SNARE complex assembly assay:

    • Combine purified recombinant GOSR1 with its partner SNARE proteins

    • Monitor complex formation using techniques such as native PAGE, FRET, or pull-down assays

    • Quantify binding affinity and kinetics using surface plasmon resonance (SPR)

  • Liposome fusion assays:

    • Reconstitute GOSR1 and partner SNAREs into separate populations of fluorescently labeled liposomes

    • Monitor membrane fusion through lipid mixing or content mixing assays

    • Calculate fusion rates under various conditions (pH, temperature, calcium concentration)

  • Cell-based trafficking assays:

    • Express fluorescently tagged cargo proteins in cells with manipulated GOSR1 levels

    • Track protein transport through the Golgi apparatus using live-cell imaging

    • Quantify trafficking rates and efficiency

  • Structural perturbation analysis:

    • Introduce site-directed mutations in the SNARE domain

    • Assess the impact on SNARE complex formation and membrane fusion

    • Correlate structural changes with functional outcomes

These functional assays provide more meaningful information than simple binding studies and can reveal subtle differences between wild-type and mutant GOSR1 variants or between recombinant GOSR1 produced in different expression systems.

How can researchers troubleshoot low yields in GOSR1 expression systems?

Low yields of recombinant GOSR1 can result from multiple factors in the expression system. A systematic troubleshooting approach includes:

  • Expression-level diagnostics:

    • Analyze total vs. soluble fractions using SDS-PAGE and Western blotting

    • Determine if the issue is poor expression or formation of inclusion bodies

    • Verify mRNA levels using RT-qPCR to assess transcriptional efficiency

  • Expression optimization strategies:

IssueMethodological SolutionExpected Outcome
Inclusion body formationLower temperature (16-25°C), reduce inducer concentration, co-express chaperonesIncreased soluble fraction
Protein toxicityUse tightly controlled inducible systems, lower expression levels, use C41/C43 E. coli strainsImproved cell growth and protein yield
Poor translationCodon optimization, use strains supplemented with rare tRNAsEnhanced translation efficiency
Protein degradationAdd protease inhibitors, use protease-deficient host strains, optimize harvest timingReduced degradation
Low mRNA levelsCheck promoter functionality, optimize RBS, ensure proper terminationImproved transcription
  • Alternative expression strategies:

    • Cell-free protein synthesis for toxic proteins

    • Periplasmic expression to facilitate disulfide bond formation

    • Secretion-based systems for simplified purification

  • Fusion partner screening:

    • Test multiple solubility-enhancing tags (SUMO, MBP, Thioredoxin)

    • Evaluate different affinity tags (His, GST, FLAG) for improved purification

This methodological troubleshooting approach identifies the specific bottleneck in GOSR1 production and directs researchers toward the most appropriate optimization strategy .

What purification strategy yields the highest purity and recovery of functional GOSR1?

Achieving high purity and recovery of functional GOSR1 requires a multi-step purification strategy. A methodological approach includes:

  • Initial capture:

    • Immobilized metal affinity chromatography (IMAC) for His-tagged GOSR1

    • Optimize binding buffer composition (salt concentration, pH, reducing agents)

    • Use gradient elution to separate full-length protein from truncated forms

  • Intermediate purification:

    • Ion exchange chromatography (IEX) to separate based on charge differences

    • For GOSR1, anion exchange (Q-Sepharose) at pH 8.0 typically provides good separation from host cell proteins

  • Polishing step:

    • Size exclusion chromatography (SEC) to remove aggregates and achieve >95% purity

    • SEC also enables buffer exchange into the final storage buffer

  • Quality control assessment:

    • SDS-PAGE to verify purity (target >90%)

    • Western blot to confirm identity

    • Dynamic light scattering to assess homogeneity

    • Activity assays to confirm functionality

A typical purification table for recombinant GOSR1:

Purification StepYield (mg/L culture)Purity (%)Recovery (%)Specific Activity
Crude lysate100-1505-10100Low
IMAC40-6070-8040-60Medium
IEX30-4585-9075-85Medium-high
SEC25-35>9080-90High

This methodological approach not only achieves the target purity of >90% but also ensures that the purified GOSR1 retains its functional properties for downstream applications .

How should researchers interpret contradictory data regarding GOSR1 interactions with environmental compounds?

The contradictory data regarding GOSR1 interactions with environmental compounds presents a complex analytical challenge. A methodological approach to resolving such contradictions includes:

  • Systematic metadata analysis:

    • Compare experimental conditions (cell types, compound concentrations, exposure times)

    • Evaluate detection methods (mRNA vs. protein levels, detection sensitivity)

    • Assess statistical power and reproducibility of each study

  • Contextual factors evaluation:

    • Consider the biphasic response patterns typical of many biological systems

    • Analyze cell-type specific effects (e.g., GOSR1 may respond differently in hepatocytes vs. neurons)

    • Evaluate interaction with other environmental factors

The apparent contradiction in bisphenol A (BPA) effects on GOSR1 expression serves as an illustrative example:

Study ConditionEffect on GOSR1Possible Explanation
BPA aloneDecreased expression Direct transcriptional suppression
BPA + TestosteroneIncreased expression Hormonal pathway interaction
  • Reconciliation strategies:

    • Conduct dose-response and time-course experiments to identify potential biphasic responses

    • Investigate mechanistic pathways using inhibitors of specific signaling pathways

    • Perform combinatorial experiments with multiple compounds to assess interaction effects

  • Biological significance assessment:

    • Determine whether changes in GOSR1 expression result in functional consequences

    • Evaluate impact on vesicular trafficking and Golgi function

    • Assess cellular stress responses that might mediate expression changes

This methodological approach helps researchers move beyond simply identifying contradictions to developing a more nuanced understanding of context-dependent GOSR1 regulation.

What statistical approaches are most appropriate for analyzing GOSR1 expression data?

Analyzing GOSR1 expression data requires appropriate statistical methods tailored to the experimental design and data characteristics. A methodological approach includes:

  • Preliminary data exploration:

    • Test for normality using Shapiro-Wilk or Kolmogorov-Smirnov tests

    • Check for homogeneity of variance with Levene's test

    • Identify potential outliers using boxplots or Z-scores

  • Statistical method selection based on experimental design:

Experimental DesignAppropriate Statistical MethodImplementation Notes
Two-group comparisonStudent's t-test or Mann-Whitney U testUse Mann-Whitney for non-normal data
Multiple group comparisonOne-way ANOVA with post-hoc testsTukey's HSD for balanced designs
Factorial designTwo-way or multi-way ANOVAAnalyze main effects and interactions
DoE with continuous responsesResponse surface methodologyFor optimization experiments
Time-course experimentsRepeated measures ANOVA or mixed modelsAccount for within-subject correlation
  • Multiple testing correction:

    • Apply Benjamini-Hochberg procedure for controlling false discovery rate in multi-compound screening

    • Use Bonferroni correction for smaller, hypothesis-driven experiments

  • Effect size calculation:

    • Report Cohen's d for t-tests

    • Calculate partial η² for ANOVA designs

    • Provide confidence intervals for all effect size estimates

  • Power analysis:

    • Conduct post-hoc power analysis to validate results

    • Perform a priori power analysis for planning follow-up studies

This methodological approach ensures robust statistical inference and facilitates comparison across different GOSR1 studies, particularly when examining environmental factor effects.

How can researchers integrate GOSR1 structural data with functional assays for comprehensive characterization?

Integrating structural and functional data for GOSR1 provides a more comprehensive understanding of structure-function relationships. A methodological approach includes:

  • Structure-guided functional analysis:

    • Identify conserved domains and motifs in GOSR1 sequence

    • Map these features onto available structural data

    • Design targeted mutations based on structural insights

    • Assess functional consequences using established assays

  • Correlation analysis framework:

    • Quantify structural parameters (e.g., secondary structure content, stability)

    • Measure functional parameters (e.g., binding affinity, complex formation)

    • Calculate correlation coefficients between structural and functional metrics

    • Develop predictive models relating structure to function

  • Integration methodology:

    • Create structure-function maps highlighting regions critical for specific activities

    • Employ molecular dynamics simulations to predict effects of mutations

    • Use machine learning approaches to identify patterns in structure-function relationships

  • Visualization and interpretation:

    • Develop integrated dashboards displaying structural and functional data

    • Generate heat maps overlaying functional data on structural models

    • Interpret changes in functional parameters in the context of structural perturbations

This methodological approach transforms disparate data types into a cohesive understanding of how GOSR1 structure dictates its function in vesicular transport and SNARE complex formation, enabling rational design of experiments targeting specific functional aspects based on structural insights.

What are the future research directions for GOSR1 characterization?

Based on the current state of knowledge about recombinant Cricetulus griseus GOSR1, several promising research directions emerge:

  • Advanced structural characterization:

    • High-resolution crystal structures of GOSR1 in complex with partner SNAREs

    • Solution NMR studies to evaluate dynamic interactions

    • Cryo-EM analysis of GOSR1 in membrane environments

  • Environmental response mechanisms:

    • Detailed molecular mechanisms underlying GOSR1 response to environmental compounds

    • Pathway analysis connecting environmental exposures to vesicular trafficking alterations

    • Development of GOSR1 as a biomarker for specific environmental exposures

  • Functional role expansion:

    • Investigation of non-canonical functions beyond vesicular transport

    • Potential involvement in stress response pathways

    • Role in disease states associated with Golgi dysfunction

  • Technological advances:

    • Development of GOSR1-specific activity probes for live-cell imaging

    • Engineered GOSR1 variants with enhanced properties for biotechnological applications

    • High-throughput screening platforms for GOSR1 modulators

These future directions build upon the fundamental characterization of recombinant GOSR1 and extend toward more sophisticated understanding of its biological roles and potential applications in both basic research and biotechnology.

What practical recommendations can be made for researchers working with recombinant GOSR1?

Based on the comprehensive analysis of recombinant GOSR1 properties and experimental approaches, the following practical recommendations can be made:

  • Expression optimization:

    • Use E. coli BL21(DE3) or Rosetta strains for initial expression attempts

    • Employ lower temperatures (16-25°C) and moderate inducer concentrations

    • Consider SUMO or MBP fusion tags to enhance solubility

    • Optimize using DoE approaches rather than one-factor-at-a-time methods

  • Purification considerations:

    • Implement a three-step purification strategy (IMAC, IEX, SEC) for highest purity

    • Include reducing agents in buffers to prevent oxidation of cysteine residues

    • Maintain cold temperatures throughout purification

    • Verify final product quality by SDS-PAGE and activity assays

  • Storage and handling:

    • Store purified GOSR1 at -80°C in small aliquots to avoid freeze-thaw cycles

    • Include cryoprotectants such as 6% trehalose in storage buffers

    • Working stocks can be maintained at 4°C for up to one week

    • Reconstitute lyophilized protein in deionized water to 0.1-1.0 mg/mL

  • Experimental controls:

    • Include appropriate negative controls in functional assays

    • Consider the impact of environmental factors on GOSR1 expression when designing experiments

    • Validate antibody specificity when performing Western blot analysis

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