Recombinant Human Furin (FURIN)

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Description

Introduction to Recombinant Human Furin

Recombinant Human Furin, also known as Furin, is a member of the proprotein convertase (PC) family, which belongs to the subtilisin superfamily of serine proteases. It plays a crucial role in the processing of various proproteins within the secretory pathway by cleaving at specific motifs, typically after Arg-Xaa-Lys/Arg-Arg-like sequences . This enzyme is essential for the maturation of numerous cellular proteins, including growth factors, receptors, extracellular matrix proteins, and other proteases .

Structure and Function

Furin is synthesized as a 794 amino acid type I transmembrane protein precursor. It includes a signal peptide, a pro region, and a mature chain. The mature chain consists of a subtilisin-like catalytic domain, a P domain, and a cytoplasmic domain. The catalytic domain is crucial for enzyme activity, while the P domain modulates pH and calcium requirements. The cytoplasmic domain controls Furin's localization and sorting in the trans-Golgi network/endosomal system .

DomainFunction
Signal PeptideDirects Furin to the secretory pathway
Pro RegionInvolved in folding, activation, and transport
Catalytic DomainResponsible for proteolytic activity
P DomainModulates enzyme activity and pH/Ca²⁺ requirements
Cytoplasmic DomainControls localization and sorting

Recombinant Expression and Applications

Recombinant Human Furin is expressed in various systems, including mammalian cells and plants. For instance, a study demonstrated the production of functional active recombinant truncated human Furin in Nicotiana benthamiana plants, which can efficiently cleave target proteins like Factor IX and Protective Antigen (PA83) . This approach has potential applications in the pharmaceutical industry for producing therapeutic proteins and vaccines.

Expression SystemAdvantages
Mammalian CellsHigh yield, suitable for complex proteins
Plant CellsCost-effective, scalable, and safe for vaccine production

Biological Roles and Pathological Implications

Furin is involved in the processing of several biologically important proteins, including TGF-β1, brain natriuretic peptide, and viral proteins like HIV-1 gp160 . It also plays a critical role in microbial infections by activating toxins and facilitating viral entry into host cells. For example, Furin cleaves the SARS-CoV-2 spike protein, which is essential for viral entry .

SubstrateBiological Role
TGF-β1Cell growth regulation
BNPCardiovascular homeostasis
HIV-1 gp160Viral entry and infection
SARS-CoV-2 Spike ProteinViral entry into host cells

Research Findings and Applications

Recent studies highlight Furin's role in facilitating infections, such as SARS-CoV-2, by cleaving the spike protein at the S1/S2 site . Mutations in the furin cleavage site can attenuate viral pathogenesis, suggesting potential therapeutic strategies . Additionally, Furin's ability to process proteins in plant cells offers a novel method for producing therapeutic proteins and vaccines .

ApplicationDescription
Vaccine ProductionUse of plant-based Furin for vaccine development
Therapeutic ProteinsProduction of processed proteins for medical use
Viral PathogenesisUnderstanding Furin's role in viral infections

Product Specs

Form
Supplied as a lyophilized powder.
Note: We will prioritize shipping the format currently in stock. If you require a specific format, please specify this in your order notes; we will fulfill your request to the best of our ability.
Lead Time
Delivery times vary depending on the purchasing method and location. Please consult your local distributor for precise delivery estimates.
Note: All proteins are shipped on blue ice as standard. Dry ice shipping is available upon request with an additional charge. Please contact us in advance to arrange this.
Notes
Avoid repeated freeze-thaw cycles. Store working aliquots at 4°C for up to one week.
Reconstitution
Centrifuge the vial briefly before opening to collect the contents. Reconstitute the protein in sterile deionized water to a concentration of 0.1-1.0 mg/mL. For long-term storage, we recommend adding 5-50% glycerol (final concentration) and aliquoting to -20°C/-80°C. Our standard glycerol concentration is 50% and can be used as a reference.
Shelf Life
Shelf life depends on several factors, including storage conditions, buffer composition, temperature, and the protein's inherent stability.
Generally, liquid formulations have a 6-month shelf life at -20°C/-80°C, while lyophilized forms have a 12-month shelf life at -20°C/-80°C.
Storage Condition
Upon receipt, store at -20°C/-80°C. Aliquoting is recommended for multiple uses. Avoid repeated freeze-thaw cycles.
Tag Info
The tag type is determined during the manufacturing process.
The tag type will be determined during production. If you require a specific tag, please inform us; we will prioritize its development.
Synonyms
FURIN; FUR; PACE; PCSK3; Furin; Dibasic-processing enzyme; Paired basic amino acid residue-cleaving enzyme; PACE
Buffer Before Lyophilization
Tris/PBS-based buffer, 6% Trehalose.
Datasheet
Please contact us to get it.
Expression Region
108-794
Protein Length
Full Length of Mature Protein
Species
Homo sapiens (Human)
Target Names
FURIN
Target Protein Sequence
DVYQEPTDPKFPQQWYLSGVTQRDLNVKAAWAQGYTGHGIVVSILDDGIEKNHPDLAGNY DPGASFDVNDQDPDPQPRYTQMNDNRHGTRCAGEVAAVANNGVCGVGVAYNARIGGVRML DGEVTDAVEARSLGLNPNHIHIYSASWGPEDDGKTVDGPARLAEEAFFRGVSQGRGGLGS IFVWASGNGGREHDSCNCDGYTNSIYTLSISSATQFGNVPWYSEACSSTLATTYSSGNQN EKQIVTTDLRQKCTESHTGTSASAPLAAGIIALTLEANKNLTWRDMQHLVVQTSKPAHLN ANDWATNGVGRKVSHSYGYGLLDAGAMVALAQNWTTVAPQRKCIIDILTEPKDIGKRLEV RKTVTACLGEPNHITRLEHAQARLTLSYNRRGDLAIHLVSPMGTRSTLLAARPHDYSADG FNDWAFMTTHSWDEDPSGEWVLEIENTSEANNYGTLTKFTLVLYGTAPEGLPVPPESSGC KTLTSSQACVVCEEGFSLHQKSCVQHCPPGFAPQVLDTHYSTENDVETIRASVCAPCHAS CATCQGPALTDCLSCPSHASLDPVEQTCSRQSQSSRESPPQQQPPRLPPEVEAGQRLRAG LLPSHLPEVVAGLSCAFIVLVFVTVFLVLQLRSGFSFRGVKVYTMDRGLISYKGLPPEAW QEECPSDSEEDEGRGERTAFIKDQSAL
Uniprot No.

Target Background

Function

Recombinant Human Furin is a ubiquitous endoprotease within constitutive secretory pathways. It cleaves at the RX(K/R)R consensus motif, mediating the processing and activation of numerous proteins. Key functions include:

  • Processing of TGF-β1, essential for its activation.
  • Conversion of the inactive brain natriuretic factor prohormone into its active BNP(1-32) form.
  • Cleavage and activation of diphtheria toxin and anthrax toxin protective antigen.
  • Involvement in influenza virus (H7N1 and H5N1) infection through hemagglutinin cleavage.
  • Cleavage of S. pneumoniae serine-rich repeat protein PsrP.
  • Facilitation of EMC and SARS-CoV-2 coronavirus infection via spike protein cleavage at the S1/S2 site, essential for cell entry.
  • Facilitation of mumps virus infection through cleavage of the viral fusion protein F.
Gene References Into Functions
  1. High FURIN levels correlate with lower disease activity in primary Sjogren's syndrome, suggesting a potential protective role. PMID: 29465367
  2. The furin inhibitor dec-RVKR-CMK blocked MERS-CoV entry, even in furin-deficient cells, also inhibiting other proteases like cathepsin L, B, trypsin, papain, and TMPRSS2. PMID: 30021905
  3. Protein X-ray crystallography studies revealed the extended substrate binding site of furin in complex with peptide inhibitors. PMID: 29314830
  4. In cervical squamous cell carcinoma (SCCC), higher MMP-14 and furin activity were observed compared to normal tissues. PMID: 29265076
  5. Furin is identified as a potential therapeutic target in alveolar rhabdomyosarcoma (aRMS) due to its role in disease progression. PMID: 27572312
  6. Novel protein crystallographic structures of furin in different functional states were determined. PMID: 27647913
  7. ERK1 regulates furin activity and contributes to high TGF-β activity in glioma-initiating cells. PMID: 28484053
  8. Furin is implicated in various cancers, promoting malignant phenotypes through processing of cancer-related substrates. PMID: 28369813
  9. Furin activates proteins involved in rhabdomyosarcoma growth, metastasis, and invasion. PMID: 27548722
  10. Furin promotes epithelial-mesenchymal transition in pancreatic cancer potentially via the Hippo-YAP pathway. PMID: 28259973
  11. Prorenin receptor (s(P)RR) generation involves sequential processing by site-1 protease (S1P) and furin. PMID: 28013223
  12. The rs2071410 SNP in FURIN is associated with increased risk and worse prognosis in transient ischemic attack. PMID: 27760099
  13. Furin activity and epithelial-mesenchymal transition are potential indicators of aggressive recurrent laryngeal cancer. PMID: 27798871
  14. Human papillomavirus type 16 L2 is cleaved during virion morphogenesis, but infection initiation is independent of cellular furin. PMID: 26569287
  15. Furin cleavage of the Crimean-Congo hemorrhagic fever virus nonstructural glycoprotein is essential for viral replication. PMID: 25933376
  16. No association was found between an SNP and FURIN expression in vitro or in vivo. PMID: 26137475
  17. Plasma FURIN levels may be useful in autoimmune disease diagnostics, but not for infectious disease severity prediction. PMID: 26346780
  18. A positive-feedback loop exists where Notch1-dependent furin expression enhances Notch1 signaling. PMID: 26283728
  19. Furin and PC7 siRNAs increase HIF-1α protein and upregulate VEGF-A. PMID: 24436242
  20. High levels of furin, TNF-α, and TGF-β2 are associated with decidualization, placentation, and prevention of abortion. PMID: 26065233
  21. The rs4702 SNP for FURIN is associated with systolic and diastolic blood pressure and peripheral vascular resistance. PMID: 25813623
  22. FUR transcription is activated by CREB during human trophoblast syncytialization. PMID: 25175744
  23. Hepatic profurin overexpression reduced atherosclerosis in Ldlr(-/-) mice by promoting ApoB degradation. PMID: 25026302
  24. Up-regulation of MT1-MMP and furin and low TIMP-2 contribute to the invasiveness of cervical squamous cell carcinomas. PMID: 25552509
  25. HD5 prevents furin access to human papillomavirus 16 L2 by binding to the viral capsid. PMID: 25540379
  26. Furin is a central regulator of cell-mediated immunity and Th1/2 cell balance. PMID: 25355923
  27. The K153R mutation increases promyostatin proteolysis by furin. PMID: 25543063
  28. Novel human furin preparations and X-ray crystal structures with inhibitors were presented. PMID: 24666235
  29. Furin is essential for kisspeptin generation. PMID: 24454770
  30. High FURIN expression is associated with lung cancer. PMID: 23065687
  31. H9N2 HA cleavage occurs in cells with high furin expression. PMID: 24257604
  32. Furin overexpression can have both positive and negative effects in hepatocellular carcinoma. PMID: 23835774
  33. SerpinB8/furin is involved in obesity-associated chronic inflammation. PMID: 23936445
  34. Alpha1PDX-serpin B8 and furin-PC chimeras revealed reactive-site and exosite determinants. PMID: 23744066
  35. Furin is required for syncytiotrophoblast development and normal embryonic development. PMID: 23598405
  36. No association was found between Furin genetic variation and insulin resistance. PMID: 23302673
  37. Furin and PC5, but not PC7, increase PKGI cleavage in smooth muscle cells. PMID: 23686857
  38. His-69 in furin acts as a pH sensor regulating compartment-specific activation. PMID: 23653353
  39. Only furin activates hepcidin in hepatocytes, and PC7 sheds hTfR1. PMID: 23390091
  40. Endothelial protease nexin-1 regulates ADAM17 maturation and endothelial protein C receptor shedding via furin inhibition. PMID: 23661674
  41. No association was found between Furin genetic variations and obesity. PMID: 23568742
  42. LEDA-1/PIANP is processed by a furin-like proprotein convertase. PMID: 23558288
  43. Furin-cleaved PCSK9 modulates LDL receptor and cholesterol levels. PMID: 23135270
  44. Furin abundance correlates with productive IBV infection, suggesting a role in IBV spike protein cleavage. PMID: 22995191
  45. Furin overexpression inhibited hepatocellular carcinoma tumor growth. PMID: 22808247
  46. Furin expression in the epidermis enhances tumor development and growth. PMID: 22577343
  47. PDGFR stimulation and c-Src regulate the association between furin and MT1-MMP. PMID: 22038627
  48. Furin-resistant Sema3E inhibits angiogenesis and tumor growth. PMID: 22247010
  49. FURIN and its substrates BAFF and APRIL are overexpressed in atherosclerotic plaques. PMID: 21889147
  50. Hypoxia promotes furin translocation to a peripheral processing compartment, enhancing processing of proproteins involved in tumorigenesis. PMID: 21503879
Database Links

HGNC: 8568

OMIM: 136950

KEGG: hsa:5045

STRING: 9606.ENSP00000268171

UniGene: Hs.513153

Protein Families
Peptidase S8 family, Furin subfamily
Subcellular Location
Golgi apparatus, trans-Golgi network membrane; Single-pass type I membrane protein. Cell membrane; Single-pass type I membrane protein. Secreted. Endosome membrane; Single-pass type I membrane protein.
Tissue Specificity
Seems to be expressed ubiquitously.

Q&A

What is recombinant human furin and how is it functionally characterized?

Recombinant human furin is a proprotein convertase enzyme typically produced using expression systems such as Chinese Hamster Ovary (CHO) cells. Commercial preparations often contain the catalytic domain (Asp108-Glu715) with a C-terminal His-tag to facilitate purification . Furin functions by cleaving inactive protein precursors in the secretory pathway, thereby controlling the activation of diverse types of proteins including extracellular matrix proteins, signaling peptides, hormones, growth factors, serum proteins, transmembrane receptors, ion channels, bacterial toxins, and viral fusion peptides .

Functional characterization typically involves fluorogenic substrate assays. A standard protocol includes:

  • Diluting rhFurin to 4 μg/mL in appropriate assay buffer

  • Using p-Glu-Arg-Thr-Lys-Arg-AMC as a fluorogenic substrate (diluted to 100 μM)

  • Measuring activity at excitation/emission wavelengths of 380/460 nm

  • Monitoring reaction kinetics for 5 minutes using a fluorescent plate reader

What structural features define furin's active site and substrate recognition?

Furin's active site contains a high negative-charge density that plays a crucial role in substrate recognition. Crystal structure analysis at 1.8-Å resolution has revealed substantial differences between the unliganded state and inhibitor-bound forms, particularly in the active-site residues and substrate-binding cleft .

The substrate recognition motif typically spans 20 residues, with the core consensus sequence R-X-K/R-R↓ at the cleavage site (where ↓ indicates the cleavage position). The P1 position strongly prefers arginine, while the P2 position accepts basic residues (Lys/Arg), and the P4 position also shows preference for basic residues. The three-dimensional configuration of these residues within the substrate is critical for proper orientation in furin's active site to enable enzymatic cleavage .

How do expression systems affect recombinant human furin production?

Expression systems significantly impact both the yield and quality of recombinant human furin. CHO cells are commonly used due to their ability to perform appropriate post-translational modifications. When expressing furin at high levels (up to 120 μg/mL × day), certain processing steps can become impaired, affecting the functionality of the final product .

Key considerations for expression systems include:

  • Selection of cell lines with appropriate post-translational modification capabilities

  • Optimization of culture conditions including vitamin K availability for γ-carboxylation

  • Monitoring of propeptide removal and chain processing

  • Assessment of functional activity relative to expression level

Research has shown that even at high expression levels that impair some processing steps, up to 25% of recombinant human furin can retain activity, which represents the highest functional activity reported for vitamin K-dependent proteins at such expression levels .

How can computational tools predict furin cleavage sites in target proteins?

Computational prediction of furin cleavage sites has evolved to include sophisticated hybrid methods. The PiTou prediction tool combines a hidden Markov model with biological knowledge-based cumulative probability score functions to identify potential furin cleavage sites with high sensitivity (96.9%) and specificity (97.3%) .

PiTou scores range from 0.01 to 0.99, with scores above 0.7 accurately predicting efficient furin cleavage. The scores correlate with biological attributes including:

  • Binding strength between furin and substrate

  • Solvent accessibility of the cleavage site

  • Conformational compatibility with the furin active site

For effective utilization in research:

  • Analyze your protein sequence using the PiTou algorithm

  • Consider scores in context of subcellular localization and competing modifications

  • Validate predictions experimentally using recombinant furin and synthetic peptides

  • Interpret results within cellular contexts including subcellular localization and potential interference by other dynamic protein modifications

What are the molecular determinants that influence furin cleavage efficiency?

Despite containing predicted furin cleavage motifs, some proteins resist furin cleavage due to subtle structural constraints. Research on coronavirus spike proteins has revealed several key molecular determinants affecting cleavage efficiency:

  • The identity of the residue in the P2 position critically influences cleavage. For example, a histidine residue in this position in MHV-A59 spike protein fails to properly orient the sidechain of His194 in furin's catalytic triad, making it incompatible with cleavage initiation despite a high predictive score .

  • The P1 position typically requires arginine, but research has shown that Ser/Thr residues in this position (as found in MHV-2 and MHV-S spike proteins) distort the conformation of the furin active site, explaining altered cleavage patterns .

  • The region downstream of the cleavage site (P1'-P6') also influences cleavage efficiency. Enrichment of hydrophobic residues in this region has been shown to interfere with furin cleavage efficiency .

  • Acidic anchor residues (like glutamate) at P5/P6 positions can significantly inhibit furin catalysis without affecting binding .

Molecular dynamics simulations provide valuable insights into how potential substrates bind to furin's active site and whether the resulting complex is suitable for initiating enzymatic cleavage .

What strategies can be employed to engineer furin inhibition for therapeutic applications?

Furin inhibition has emerged as a potential therapeutic strategy, particularly for viral infections where furin-mediated proteolytic activation is critical. Advanced engineering approaches include:

  • Antibody-based targeted strategies: The "FuG1" approach combines an anti-spike IgG1 with an engineered Fc-extended peptide capable of competitively inhibiting the furin substrate-binding pocket. This dual functionality allows simultaneous targeting of viral proteins and inhibition of furin-mediated cleavage .

  • Competitive substrate design: Engineering peptides with specific modifications can create competitive inhibitors that bind furin without being cleaved. Key design principles include:

    • Incorporating nonpolar hydrophobic residues in the P1′ to P6′ region

    • Adding side-chained cysteine (GGCPGS) in strategic positions

    • Inserting acidic anchor glutamate (E) at P5/P6 positions

  • Optimizing inhibitor binding kinetics: While the dissociation constant (KD) and association rate (KON) of inhibitors like FuG1 may be lower compared to natural substrates, a reduced dissociation rate (KOFF) can provide higher competitive furin occupancy time with increased antibody concentration .

Experimental validation requires careful assessment of furin binding versus cleavage using techniques like SDS-PAGE analysis of potential substrate proteins incubated with recombinant furin .

How does furin expression correlate with metabolic disorders and disease outcomes?

Plasma furin levels show significant associations with metabolic disorders and mortality risk. A population-based cohort study revealed that individuals with high plasma furin concentrations display:

Furin QuartileRange (AU)BMI (kg/m²)Notable Associations
Q1 (Lowest)4.6-6.123.89 ± 3.09Reference group
Q26.1-6.525.21 ± 3.35Moderate risk increase
Q36.5-6.825.97 ± 3.72Higher risk profile
Q4 (Highest)6.8-8.327.78 ± 4.36Pronounced dysmetabolic phenotype

Statistical analysis demonstrated significant correlations between furin levels and:

  • Body mass index (β = 0.31, P < 0.001)

  • Blood pressure

  • Plasma glucose concentration

  • Insulin levels

  • LDL and HDL cholesterol levels

Importantly, individuals in the highest quartile of furin concentration showed elevated risk of developing diabetes mellitus and higher rates of premature mortality. These findings suggest that furin may serve as a biomarker for metabolic disease risk and could potentially represent a therapeutic target .

How should researchers optimize furin activity assays for different experimental contexts?

Optimization of furin activity assays requires attention to several key parameters:

  • Buffer composition:

    • Use 100 mM HEPES, pH 7.5

    • Include 0.5% Triton X-100

    • Add 1 mM CaCl₂

    • Include 1 mM 2-mercaptoethanol

  • Substrate selection:

    • Standard substrate: p-Glu-Arg-Thr-Lys-Arg-AMC

    • Ensure substrate concentration falls within linear range (typically 50-200 μM)

    • Consider testing substrate analogs for specific applications

  • Enzyme concentration:

    • Standard concentration: 4 μg/mL

    • Adjust based on expected activity and detection limits

    • Include appropriate negative controls to account for background

  • Detection parameters:

    • Excitation/emission: 380/460 nm

    • Kinetic mode reading over 5 minutes

    • Black 96-well plates to minimize background

When adapting assays to study potential inhibitors or modified substrates, include appropriate controls and consider performing dose-response analyses to accurately quantify effects on furin activity.

What considerations are important when designing experiments to study furin-dependent protein processing?

When investigating furin-dependent protein processing, several experimental design considerations are critical:

  • Cell model selection:

    • CHO cells are commonly used for expression studies

    • Consider using furin-deficient cell lines to demonstrate furin-dependency

    • Expression in CHO cells lacking endoprotease furin has revealed that some processing steps (e.g., propeptide removal in factor X) can still occur, suggesting involvement of different proteases

  • Processing analysis:

    • Monitor multiple processing events separately (e.g., propeptide removal versus chain processing)

    • Characterize processing intermediates using techniques like Western blotting and mass spectrometry

    • Consider temporal dynamics of processing events

  • Structural considerations:

    • Evaluate the impact of substrate sequence variations around the cleavage site

    • Consider three-dimensional structural constraints that may affect accessibility

    • Use molecular dynamics simulations to predict binding modes and cleavage efficiency

  • Functional validation:

    • Correlate processing state with functional activity of the target protein

    • Include both positive and negative controls for furin cleavage

    • Consider the impact of warfarin treatment on vitamin K-dependent proteins

Research on recombinant human factor X has demonstrated that despite impaired processing at high expression levels, up to 25% of the protein can remain functionally active, highlighting the complexity of furin-dependent processing systems .

How can researchers effectively target furin for viral inhibition studies?

Designing experiments to evaluate furin inhibition in viral contexts requires careful consideration of several factors:

  • Target selection:

    • Identify specific viral proteins dependent on furin processing

    • For coronaviruses, the S1/S2 site of the spike protein is a primary target

    • Consider strain-specific variations in cleavage site sequences

  • Inhibition strategy design:

    • Competitive inhibitors based on substrate-like peptides

    • Antibody-based targeted approaches (e.g., FuG1)

    • Small molecule inhibitors targeting the furin active site

  • Validation methodology:

    • In vitro cleavage assays using recombinant furin and viral protein substrates

    • Cell-based viral infection assays in the presence of inhibitors

    • Binding kinetics studies to assess KD, KON, and KOFF

  • Optimization parameters:

    • PiTou score optimization for competitive peptides (scores near 0.5 may bind without being cleaved)

    • Enrichment of hydrophobic residues in P1' to P6' regions to interfere with cleavage efficiency

    • Addition of acidic anchor residues at P5/P6 positions

This approach has been successfully demonstrated with the FuG1 inhibitor design, which combines an anti-spike IgG1 with a furin-binding peptide engineered to have a PiTou score of 0.504 - high enough for binding but below the optimal cleavage threshold .

How should researchers interpret disparities between predicted and actual furin cleavage patterns?

Discrepancies between computational predictions and experimental observations of furin cleavage require careful analysis:

  • Sequence vs. structure considerations:

    • High PiTou scores (>0.7) generally predict efficient cleavage, but exceptions exist

    • MHV-A59 spike protein exemplifies how a high prediction score may not translate to actual cleavage due to structural constraints

    • Three-dimensional structural requirements of the furin active site configuration determine which bound peptides undergo cleavage

  • Contextual factors to evaluate:

    • Accessibility of the cleavage site in the folded protein

    • Local structural elements that may impede enzyme-substrate interaction

    • Post-translational modifications affecting recognition

    • Subcellular localization relative to furin distribution

  • Investigation approaches:

    • Molecular dynamics simulations to visualize substrate binding modes

    • Mutagenesis studies targeting specific residues around the cleavage site

    • Analysis of processing intermediates to identify rate-limiting steps

The case of MHV-A59 spike protein demonstrates that a histidine residue in the P2 position can fail to properly orient the catalytic triad of furin despite strong sequence-based prediction scores, explaining why cleavage doesn't occur as predicted .

What insights do plasma furin levels provide for metabolic disease research?

Plasma furin measurements offer valuable insights for metabolic disease research, requiring careful interpretation:

When analyzing furin data in metabolic contexts:

  • Consider demographic confounders:

    • Age shows strong positive correlation with furin levels

    • Sex distribution varies across furin quartiles

    • Adjust analyses appropriately for these factors

  • Evaluate mechanistic links:

    • Furin activates various growth factors and hormones involved in metabolism

    • Processing of insulin receptor and nutrient transporters may be affected

    • Role in adipokine processing may influence systemic inflammation

  • Translational potential:

    • Furin levels may serve as biomarkers for metabolic disease risk

    • Therapeutic targeting of furin might address multiple pathways simultaneously

    • Longitudinal studies needed to establish causality versus correlation

These findings suggest that individuals with elevated plasma furin display a pronounced dysmetabolic phenotype and face increased risks of diabetes mellitus and premature mortality, highlighting furin's potential importance in metabolic disease pathophysiology .

What emerging techniques could advance our understanding of furin substrate specificity?

Several cutting-edge approaches show promise for deepening our understanding of furin substrate specificity:

  • Cryo-EM analysis of furin-substrate complexes:

    • Capture dynamic interactions during catalytic processing

    • Visualize conformational changes upon substrate binding

    • Reveal structural determinants beyond primary sequence that influence cleavage

  • Machine learning approaches:

    • Integrate diverse datasets beyond sequence information

    • Incorporate structural data, solvent accessibility, and post-translational modifications

    • Develop more accurate predictive models for complex substrates

  • Proteome-wide identification of furin substrates:

    • Combine next-generation sequencing with computational prediction tools

    • Apply CRISPR-based furin knockout systems to identify differentially processed proteins

    • Develop specialized proteomics approaches to identify furin cleavage products

  • Structure-guided engineering:

    • Design highly specific furin inhibitors based on detailed structural knowledge

    • Create substrate analogs with tailored processing kinetics

    • Develop furin variants with modified substrate specificity

These approaches could help elucidate the molecular mechanisms underlying furin cleavage-associated human diseases and inform the development of targeted therapeutic strategies .

How might furin-targeted therapeutics evolve for viral and metabolic diseases?

Furin-targeted therapeutic approaches show considerable promise for both viral infections and metabolic disorders:

  • Viral infection applications:

    • Bispecific molecules combining viral targeting with furin inhibition (e.g., FuG1 approach)

    • Structure-guided design of highly specific small molecule inhibitors

    • Prophylactic approaches for high-risk populations

  • Metabolic disease applications:

    • Tissue-specific furin inhibition to minimize systemic effects

    • Modulation rather than complete inhibition of furin activity

    • Combination approaches targeting multiple proteases involved in metabolic regulation

  • Delivery challenges to address:

    • Targeting inhibitors to relevant cellular compartments

    • Achieving appropriate tissue distribution

    • Minimizing off-target effects due to furin's diverse physiological roles

  • Therapeutic design considerations:

    • Competitive inhibitors with PiTou scores near 0.5 for binding without cleavage

    • Incorporation of hydrophobic residues in the P1' to P6' region to reduce cleavage efficiency

    • Strategic placement of acidic residues to inhibit catalysis without affecting binding

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