Recombinant Human Dolichol phosphate-mannose biosynthesis regulatory protein (DPM2)

Shipped with Ice Packs
In Stock

Description

Introduction to Recombinant Human DPM2

Recombinant Human Dolichol phosphate-mannose biosynthesis regulatory protein (DPM2) is a synthetic version of the endogenous protein encoded by the DPM2 gene. It functions as a regulatory subunit in the biosynthesis of dolichol phosphate-mannose (DPM), a critical glycosyl donor for N-linked glycosylation, glycosylphosphatidylinositol (GPI) anchoring, and O-mannosylation. Recombinant DPM2 is produced via heterologous expression systems, typically in bacterial or mammalian cells, to study its biochemical roles or therapeutic potential.

Table 1: Key Properties of Recombinant DPM2

PropertyDescription
FunctionRegulatory subunit of DPM synthase; enhances Dol-P binding and DPM1 stability
Structure84 aa, 2 transmembrane domains, ER retention signal (KK motif)
InteractionsBinds DPM1, DPM3, and GPI-GlcNAc transferase (GPI-GnT) complex
Clinical RelevanceMutations linked to congenital disorders of glycosylation (CDG)

Mechanistic Role in Glycosylation Pathways

DPM2 is essential for the biosynthesis of DPM, which serves as a mannosyl donor in:

  1. N-linked glycosylation: Critical for protein folding and cell-cell recognition.

  2. GPI anchor synthesis: Anchors proteins to the plasma membrane.

  3. O-mannosylation: Modulates α-dystroglycan function in muscle and brain.

Key Findings on DPM2’s Regulation

  • ER Localization: DPM1 mislocalizes to non-ER membranes (e.g., Golgi, plasma membrane) in DPM2-deficient cells, leading to defective DPM synthesis .

  • Enzymatic Activity: Overexpression of DPM2 increases DPM synthase activity by 4–5-fold in CHO cells, surpassing wild-type levels .

  • Stability: DPM1 is unstable without DPM2, necessitating DPM2 for sustained DPM production .

Table 2: Functional Studies of Recombinant DPM2

Study TypeOutcomeSource
DPM Synthase ActivityDPM2 overexpression restores DPM synthesis in DPM2-deficient cells.
ER LocalizationDPM1 localizes to ER only when co-expressed with DPM2.
Oncogenic PotentialHigh DPM2 expression correlates with reduced survival in breast cancer (retracted study)
Congenital DisordersDPM2 mutations (e.g., Gly66Glu) cause hypoglycosylation and demyelination

Congenital Disorders of Glycosylation (CDG)

  • Mutations: Homozygous DPM2 mutations (e.g., c.197G>A, p.Gly66Glu) disrupt N-linked glycosylation, causing:

    • Neurological deficits

    • Elevated ICAM1 (hypoglycosylation biomarker)

    • Demyelination in brain MRI

Therapeutic Targeting

DPM2’s regulation of glycosylation pathways makes it a potential target for:

  • Cancer therapy: Inhibiting DPM2 to suppress tumor progression (requires further study).

  • CDG treatment: Restoring DPM synthesis via gene therapy or recombinant protein delivery.

Protein-Protein Interactions

DPM2 interacts with components of the DPM synthase complex and GPI-GlcNAc transferase (GPI-GnT) complex, facilitating cross-talk between glycosylation pathways .

Table 3: Predicted Interaction Partners

PartnerRole in GlycosylationInteraction Score
DPM1Catalytic subunit of DPM synthase0.999
DPM3Stabilizer of DPM10.999
PIGASubunit of GPI-GlcNAc transferase0.999
DOLKDolichol kinase (Dol-P synthesis)0.982

Product Specs

Form
Lyophilized powder
Note: We prioritize shipping the format currently in stock. However, if you have specific format requirements, please indicate them in your order. We will fulfill your request whenever possible.
Lead Time
Delivery time may vary depending on the purchase method and location. For precise delivery estimates, please contact your local distributors.
Note: Our proteins are typically shipped with standard blue ice packs. If dry ice shipping is required, please inform us in advance. Additional fees will apply.
Notes
Repeated freeze-thaw cycles are not recommended. Store working aliquots at 4°C for up to one week.
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 suggest adding 5-50% glycerol (final concentration) and aliquoting for long-term storage at -20°C/-80°C. Our standard glycerol concentration is 50%. Customers may use this as a reference.
Shelf Life
Shelf life is influenced by various factors including storage conditions, buffer composition, temperature, and the intrinsic stability of the protein.
Generally, the shelf life for the liquid form is 6 months at -20°C/-80°C. The lyophilized form has a shelf life of 12 months at -20°C/-80°C.
Storage Condition
Store at -20°C/-80°C upon receipt. Aliquoting is necessary for multiple uses. Avoid repeated freeze-thaw cycles.
Tag Info
Tag type will be determined during the manufacturing process.
The tag type will be determined during the production process. If you have a specific tag type preference, please inform us and we will prioritize its development.
Synonyms
DPM2; My026; Dolichol phosphate-mannose biosynthesis regulatory protein; Dolichol-phosphate mannose synthase subunit 2; DPM synthase subunit 2
Buffer Before Lyophilization
Tris/PBS-based buffer, 6% Trehalose.
Datasheet
Please contact us to get it.
Expression Region
2-84
Protein Length
Full Length of Mature Protein
Species
Homo sapiens (Human)
Target Names
DPM2
Target Protein Sequence
ATGTDQVVGLGLVAVSLIIFTYYTAWVILLPFIDSQHVIHKYFLPRAYAVAIPLAAGLLL LLFVGLFISYVMLKTKRVTKKAQ
Uniprot No.

Target Background

Function
DPM2 is a regulatory protein involved in the biosynthesis of dolichol phosphate-mannose. It acts as a regulatory subunit within the dolichol-phosphate mannose (DPM) synthase complex, playing a critical role in the ER localization and stable expression of DPM1. DPM2 is also part of the glycosylphosphatidylinositol-N-acetylglucosaminyltransferase (GPI-GnT) complex. This complex catalyzes the transfer of N-acetylglucosamine from UDP-N-acetylglucosamine to phosphatidylinositol, initiating the GPI biosynthesis pathway. DPM2 potentially regulates the GPI-GNT complex function.
Gene References Into Functions
  1. A new congenital disorders of glycosylation has been described, resulting from a deficiency of DPM2. PMID: 23109149
Database Links

HGNC: 3006

OMIM: 603564

KEGG: hsa:8818

STRING: 9606.ENSP00000322181

UniGene: Hs.108973

Involvement In Disease
Congenital disorder of glycosylation 1U (CDG1U)
Protein Families
DPM2 family
Subcellular Location
Endoplasmic reticulum membrane; Multi-pass membrane protein.

Q&A

What is DPM2 and what is its primary function?

DPM2 is a small hydrophobic protein consisting of 84 amino acids that regulates the biosynthesis of dolichol phosphate-mannose (DPM). As a regulatory component, DPM2 associates with the catalytic subunit DPM1 to form the DPM synthase complex in the endoplasmic reticulum (ER). The primary function of DPM2 is to enable proper localization of DPM1 to the ER membrane and enhance its enzymatic activity. Without functional DPM2, cells show defective DPM synthesis, which significantly impacts glycosylation pathways required for various cellular processes .

DPM2 contains two putative transmembrane domains and features a double lysine sequence near its C-terminus that serves as an ER retention signal. Its association with DPM1 appears to occur within the membrane, which is essential for stabilizing DPM1 and facilitating its proper subcellular localization .

How is DPM2 structurally characterized?

DPM2 is characterized by:

  • A highly hydrophobic profile with 84 amino acids

  • Two putative membrane-spanning regions identified by PHDhtm method

  • A double lysine sequence near the C-terminus that functions as an ER retention signal

  • N- and C-termini that likely face the cytosol based on topological predictions

  • No typical dolichol recognition sequence found in other proteins that interact with dolichol

The hydrophobicity profile indicates DPM2's primary role as a membrane protein, while its structural characteristics support its function in anchoring the DPM synthase complex to the ER membrane. Unlike many other proteins that interact with dolichol, DPM2 appears to use a unique recognition mechanism .

What is the relationship between DPM1 and DPM2?

DPM1 and DPM2 form a functional complex essential for DPM synthesis. Their relationship is characterized by:

  • Physical association: DPM2 directly associates with DPM1, likely through interactions within the membrane involving DPM2's first transmembrane domain

  • Localization dependence: DPM2 is required for proper ER localization of DPM1; without DPM2, DPM1 is mislocalized to various non-ER membranes

  • Stability regulation: The presence of DPM2 significantly increases the stability and protein levels of DPM1

  • Enzymatic enhancement: DPM2 enhances the binding of dolichol phosphate (Dol-P) to DPM synthase, significantly increasing its enzymatic activity

This interdependent relationship demonstrates that while DPM1 possesses the catalytic activity for DPM synthesis, DPM2 is essential for proper localization and optimal function of the enzyme complex .

What experimental approaches effectively demonstrate DPM2-DPM1 interactions?

Several complementary experimental approaches can effectively demonstrate DPM2-DPM1 interactions:

  • Co-immunoprecipitation studies: Using epitope-tagged versions of DPM1 and DPM2 (such as FLAG-tagged constructs), researchers can pull down one protein and detect the presence of the interacting partner. This approach effectively demonstrated their physical association in previous studies .

  • Subcellular localization analysis: Immunofluorescence microscopy using antibodies against epitope tags or the native proteins can visualize their co-localization in the ER. Studies have shown that DPM1 localization to the ER is dependent on DPM2 presence .

  • Functional complementation assays: Transfection of DPM2 into defective cell lines (such as Lec15) to restore DPM synthase activity provides functional evidence of the interaction .

  • Fusion protein studies: Creating fusion proteins where DPM2 is fused to DPM1 can demonstrate that the physical proximity of these proteins enhances enzymatic activity. Previous research showed that GD1-DPM2 fusion constructs had significantly higher DPM synthase activity than other constructs .

  • Mutagenesis studies: Introducing specific mutations in the transmembrane domains of DPM2 can disrupt its interaction with DPM1, providing insights into the critical residues for this association .

How does DPM2 mutation or deficiency affect cellular glycosylation pathways?

DPM2 mutation or deficiency profoundly impacts cellular glycosylation through several mechanisms:

  • Reduced DPM synthesis: Without functional DPM2, cells show markedly reduced synthesis of dolichol phosphate-mannose, a critical precursor for various glycosylation reactions .

  • Impaired GPI anchor synthesis: Defective DPM synthesis leads to impaired glycosylphosphatidylinositol (GPI) anchor formation, affecting the cell surface expression of GPI-anchored proteins like CD59 .

  • Altered N-linked glycosylation: DPM is required for the synthesis of the lipid-linked oligosaccharide precursor for N-glycosylation, leading to abnormal N-glycan structures when DPM2 is deficient.

  • Compromised O-mannosylation: DPM provides the mannose donor for protein O-mannosylation, a modification important for muscle and nervous system function.

Cell TypeDPM2 StatusDPM SynthesisSurface CD59 ExpressionPhenotype
Wild-type CHONormalNormalPresentNormal glycosylation
Lec15DeficientDefectiveAbsentImpaired glycosylation
Lec15 + DPM2Restored4-5× higher than wild-typeRestoredNormalized glycosylation

This table demonstrates that reintroduction of DPM2 not only restores but can significantly enhance DPM synthesis compared to wild-type levels, highlighting its regulatory role in the pathway .

What are the implications of DPM2 overexpression on DPM synthase activity?

Overexpression of DPM2 produces several significant effects on DPM synthase activity:

  • Enhanced enzymatic activity: Studies have shown that DPM2-transfected Lec15 cells exhibit 4-5 times higher DPM synthesis activity compared to wild-type CHO cells, indicating that DPM2 levels can be rate-limiting for the enzyme complex .

  • Increased substrate binding: DPM2 appears to enhance the binding of dolichol phosphate (Dol-P) to the enzyme complex, suggesting a role in substrate recognition or presentation .

  • Potential recruitment of endogenous DPM1: The heightened activity observed with DPM2 overexpression might result from increased recruitment and stabilization of endogenous DPM1 protein .

  • Altered regulation of related pathways: Since DPM is a precursor for multiple glycosylation pathways, overexpression of DPM2 could potentially affect the balance of various glycosylation processes in the cell.

What are the optimal methods for assessing DPM2 localization and expression?

Several complementary methods can be employed to accurately assess DPM2 localization and expression:

  • Epitope tagging and immunofluorescence microscopy:

    • Tag DPM2 with epitopes like FLAG at the N-terminus (as C-terminal tags may interfere with the ER retention signal)

    • Perform co-staining with established ER markers such as protein disulfide isomerase (PDI)

    • Use confocal microscopy for precise localization assessment

  • Subcellular fractionation and Western blotting:

    • Separate cellular components through differential centrifugation

    • Confirm enrichment of fractions using established markers

    • Detect DPM2 using specific antibodies or via epitope tags

    • Compare expression levels across different cellular compartments

  • RNA analysis:

    • Northern blotting to detect transcript size and abundance

    • RT-PCR for sensitive detection of mRNA expression

    • qRT-PCR for quantitative assessment of transcript levels

  • Genetic complementation:

    • Transfect DPM2-deficient cells (e.g., Lec15) with DPM2 constructs

    • Assess restoration of function through phenotypic markers like CD59 surface expression

    • Use as functional validation of expression and localization

When analyzing DPM2 localization, the perinuclear and reticular staining pattern typical of ER proteins should be observed, as previously documented with FLAG-tagged DPM2 constructs that co-localized with PDI .

How can researchers effectively measure DPM synthase activity in vitro?

Measuring DPM synthase activity in vitro requires specialized techniques focused on assessing the enzymatic synthesis of dolichol phosphate-mannose:

  • Microsomal membrane preparation:

    • Isolate microsomes from cells through differential centrifugation

    • Verify ER enrichment through marker protein detection

    • Standardize protein concentration for consistent assays

  • Enzymatic activity assay:

    • Incubate microsomes with GDP-[³H]mannose and dolichol phosphate substrates

    • Optimize reaction conditions (pH, temperature, cation concentrations)

    • Extract lipid products using organic solvents

    • Quantify radioactive DPM formation through scintillation counting or TLC separation

  • Normalization and controls:

    • Use parallel measurement of dolichol phosphate-glucose (Dol-P-Glc) synthesis as an internal control

    • Calculate relative DPM synthase activity normalized to Dol-P-Glc synthesis

    • Include positive (wild-type cells) and negative (DPM2-deficient cells) controls

  • Validation approaches:

    • Conduct complementation experiments by transfecting DPM2 into deficient cells

    • Perform inhibitor studies to confirm specificity of the measured activity

    • Use genetic constructs (like GD1-DPM2 fusion proteins) to assess structure-function relationships

This methodological approach has successfully demonstrated that DPM2-transfected cells exhibit 4-5 times higher DPM synthesis than wild-type cells, while maintaining comparable Dol-P-Glc synthesis activity, confirming the specificity of DPM2's effect on DPM synthesis .

What experimental designs are most appropriate for studying DPM2 function and interactions?

Several experimental designs are particularly well-suited for investigating DPM2 function and interactions:

  • Genetic complementation studies:

    • Use DPM2-deficient cell lines (such as Lec15) as experimental models

    • Transfect with wild-type or mutant DPM2 constructs

    • Assess restoration of phenotypes (DPM synthesis, surface CD59 expression)

    • This approach effectively identifies functional domains and critical residues

  • Structure-function analysis:

    • Create deletion constructs to identify minimal functional regions

    • Design site-directed mutagenesis of key residues (particularly in transmembrane domains)

    • Generate fusion proteins (e.g., GD1-DPM2) to test functional hypotheses

    • Assess both biochemical activity and cellular localization

  • Crossover experimental designs:

    • Implement Balaam design approaches where appropriate for comparing treatments

    • This design yields treatment effect estimates unbiased by period-by-treatment effects

    • Particularly useful when studying interventions that might alter DPM2 expression or function

  • Protein-protein interaction studies:

    • Use co-immunoprecipitation with epitope-tagged constructs

    • Apply proximity ligation assays for detecting in situ interactions

    • Consider FRET/BRET approaches for live-cell interaction studies

    • These methods can quantify DPM1-DPM2 interactions under various conditions

  • Comparative genomics approach:

    • Analyze DPM2 homologues across species (human, mouse, rat)

    • Compare sequence conservation (88-98% amino acid identity observed)

    • Identify evolutionarily conserved domains critical for function

    • This approach helps distinguish essential from non-essential protein regions

When designing experiments, researchers should carefully consider appropriate controls, including vector-only transfections, irrelevant protein controls (such as ALDH used in fusion protein studies), and appropriate normalization methods to account for variations in expression levels .

How should researchers approach DPM2 knockout or knockdown studies?

When designing DPM2 knockout or knockdown studies, researchers should consider several critical factors:

  • Model system selection:

    • Cell lines: CHO cells and their DPM2-deficient derivative (Lec15) provide well-characterized systems

    • Animal models: Consider tissue-specific conditional knockouts due to potential developmental effects

    • Use complementation with wild-type DPM2 as validation of phenotype specificity

  • Knockout strategies:

    • CRISPR-Cas9 targeting of conserved regions in the DPM2 gene

    • Verification of knockout through genomic analysis, RT-PCR, and Western blotting

    • Assessment of complete loss versus hypomorphic effects

  • Knockdown approaches:

    • siRNA or shRNA targeting DPM2 mRNA for temporary or stable knockdown

    • Titration of knockdown efficiency to create dosage curves

    • Use of inducible systems to control timing of DPM2 depletion

  • Phenotypic analysis pipeline:

    • Primary assays: DPM synthase activity, DPM1 localization and stability

    • Secondary assays: Surface expression of GPI-anchored proteins (e.g., CD59)

    • Tertiary assays: Global glycosylation profiling, cellular stress responses

  • Rescue experiments:

    • Reintroduction of wild-type DPM2 to confirm phenotype specificity

    • Structure-function analysis with mutant variants

    • Cross-species complementation to assess functional conservation

When interpreting results, researchers should be aware that complete loss of DPM2 in Lec15 cells resulted in undetectable DPM2 mRNA by Northern blotting and RT-PCR, with corresponding defects in DPM synthesis and surface expression of GPI-anchored proteins. These phenotypes were fully reversible upon DPM2 reintroduction, confirming the specific role of DPM2 in these processes .

What are the key considerations when designing recombinant DPM2 expression systems?

Designing effective recombinant DPM2 expression systems requires attention to several critical factors:

  • Expression vector selection:

    • Choose vectors with appropriate promoters for desired expression level

    • Consider inducible systems for proteins that might be toxic when overexpressed

    • Include epitope tags that don't interfere with function (N-terminal tags preferable)

    • Previous studies successfully used FLAG-tagged N-terminal DPM2 that retained activity

  • Protein topology considerations:

    • Preserve the double lysine ER retention signal near the C-terminus

    • Maintain the integrity of both transmembrane domains

    • Consider the predicted cytosolic orientation of both N- and C-termini

    • Avoid disrupting membrane integration sites

  • Expression host selection:

    • Mammalian cells preferred for proper membrane insertion and folding

    • Consider DPM2-deficient cell lines (Lec15) for functional complementation assays

    • Account for potential interaction with endogenous DPM1 in the chosen system

  • Fusion protein design strategies:

    • When creating fusion constructs (like GD1-DPM2), ensure flexible linkers

    • Consider orientation effects on functionality

    • Include appropriate control fusion proteins (e.g., GD1-ALDH as demonstrated)

    • Previous studies showed GD1-DPM2 fusions had several times higher activity than GD1-ALDH fusions

  • Purification approach:

    • Develop solubilization conditions that maintain protein-protein interactions

    • Consider co-expression with DPM1 for stability

    • Use mild detergents to preserve membrane protein structure

    • Implement affinity purification strategies based on epitope tags

When evaluating expression, researchers should verify both protein levels (via Western blotting) and functional activity (via DPM synthase assays and phenotypic rescue). Previous studies have demonstrated that overexpression of DPM2 in Lec15 cells resulted in 4-5 times higher DPM synthase activity compared to wild-type CHO cells, indicating the potential for enhanced activity through recombinant expression .

How should researchers interpret contradictory results in DPM2 functional studies?

When faced with contradictory results in DPM2 functional studies, researchers should systematically evaluate several potential sources of variability:

  • Expression level variations:

    • Quantify DPM2 expression precisely across experimental conditions

    • Consider that both insufficient and excessive expression may yield phenotypes

    • Previous studies showed DPM2 expression levels directly correlate with DPM synthase activity levels

  • Interaction partner availability:

    • Assess endogenous DPM1 levels, as DPM2 function depends on this interaction

    • Consider that DPM1 protein stability is enhanced by DPM2 presence

    • Verify that both proteins are correctly localized to the ER

  • Cell type-specific effects:

    • Compare results across different cell backgrounds (e.g., CHO vs. other mammalian cells)

    • Consider that glycosylation machinery may vary between cell types

    • Previous studies used complementary approaches in different cell types to confirm findings

  • Assay sensitivity and specificity:

    • Validate assays using appropriate positive and negative controls

    • Consider using multiple complementary assays to measure DPM2 function

    • Normalize DPM synthase activity to parallel pathways (e.g., Dol-P-Glc synthesis)

  • Experimental design limitations:

    • Evaluate potential period-by-treatment effects when using crossover designs

    • Consider statistical power and appropriate sample sizes

    • Apply balanced design principles to minimize variance in treatment effect estimates

When reconciling contradictory results, triangulation through multiple experimental approaches is essential. For example, previous research established DPM2's role through complementary evidence from genetic complementation, protein-protein interaction studies, localization analyses, and enzymatic activity assays, providing a robust foundation for interpretation despite potential variations in individual experimental outcomes .

What are common technical challenges when working with recombinant DPM2?

Researchers working with recombinant DPM2 often encounter several technical challenges that require specific troubleshooting approaches:

  • Protein expression difficulties:

    • Low expression levels due to hydrophobicity and membrane integration

    • Potential toxicity when overexpressed

    • Solution: Optimize codon usage, use inducible expression systems, and consider fusion tags that enhance stability

  • Membrane integration and localization issues:

    • Improper folding or membrane insertion

    • Mistargeting to non-ER membranes

    • Solution: Verify ER localization through co-staining with established markers like PDI; ensure retention signals are intact

  • Protein-protein interaction detection challenges:

    • Transient or weak interactions may be difficult to capture

    • Detergent solubilization may disrupt hydrophobic interactions

    • Solution: Use crosslinking approaches, optimize detergent conditions, or employ proximity-based interaction assays

  • Functional assay variability:

    • Enzymatic assays for DPM synthase may show high variance

    • Indirect measurements (e.g., surface CD59) may be influenced by multiple factors

    • Solution: Normalize to internal controls (Dol-P-Glc synthesis), perform multiple technical replicates, and validate with complementary assays

  • Construct design considerations:

    • Tags may interfere with function, especially if placed at the C-terminus near the ER retention signal

    • Mutations in transmembrane domains may affect both stability and function

    • Solution: Compare multiple tag positions, use small epitope tags, and carefully validate each construct's functionality

Previous research successfully overcame these challenges by using FLAG-tagged N-terminal DPM2 constructs that retained biological activity and proper ER localization. Additionally, fusion protein approaches (GD1-DPM2) demonstrated that engineered constructs could not only restore but enhance native DPM2 functionality, providing a useful strategy for expression optimization .

What are promising approaches for elucidating the detailed mechanism of DPM2 function?

Several advanced approaches show promise for further elucidating the detailed mechanisms of DPM2 function:

  • Structural biology techniques:

    • Cryo-electron microscopy of the DPM1-DPM2 complex

    • NMR studies of isolated domains or synthetic peptides mimicking key regions

    • Computational modeling of transmembrane interactions

    • These approaches could reveal the molecular basis of DPM2's role in enhancing DPM synthase activity

  • Advanced imaging methodologies:

    • Super-resolution microscopy to visualize ER subdomains containing DPM2

    • Live-cell imaging with fluorescent protein fusions to track dynamics

    • FRET-based sensors to monitor protein-protein interactions in real-time

    • These techniques could provide insights into the spatiotemporal regulation of the complex

  • Systems biology approaches:

    • Proteomics to identify additional interaction partners beyond DPM1

    • Transcriptomics to understand regulatory networks affecting DPM2 expression

    • Metabolomics to comprehensively assess the impact on glycosylation pathways

    • These methods could place DPM2 function in a broader cellular context

  • Comparative evolutionary analysis:

    • Expanded phylogenetic studies across diverse organisms

    • Functional complementation with orthologs to identify conserved mechanisms

    • These approaches could reveal fundamental principles of DPM2 function

  • Advanced experimental designs:

    • Implementation of refined crossover experimental designs like the Balaam design

    • Application of randomization-to-randomization (R2R) study design principles

    • These approaches could provide more robust statistical analysis of functional studies

The integration of these methodologies with established biochemical and genetic approaches could significantly advance our understanding of how this small hydrophobic protein enhances DPM synthase activity and regulates glycosylation pathways .

Quick Inquiry

Personal Email Detected
Please use an institutional or corporate email address for inquiries. Personal email accounts ( such as Gmail, Yahoo, and Outlook) are not accepted. *
© Copyright 2025 TheBiotek. All Rights Reserved.