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1.
Mult Scler J Exp Transl Clin ; 9(3): 20552173231194353, 2023.
Article in English | MEDLINE | ID: mdl-37641619

ABSTRACT

Background: Multiple sclerosis (MS) comparative effectiveness research needs to go beyond average treatment effects (ATEs) and post-host subgroup analyses. Objective: This retrospective study assessed overall and patient-specific effects of dimethyl fumarate (DMF) versus teriflunomide (TERI) in patients with relapsing-remitting MS. Methods: A novel precision medicine (PM) scoring approach leverages advanced machine learning methods and adjusts for imbalances in baseline characteristics between patients receiving different treatments. Using the German NeuroTransData registry, we implemented and internally validated different scoring systems to distinguish patient-specific effects of DMF relative to TERI based on annualized relapse rates, time to first relapse, and time to confirmed disease progression. Results: Among 2791 patients, there was superior ATE of DMF versus TERI for the two relapse-related endpoints (p = 0.037 and 0.018). Low to moderate signals of treatment effect heterogeneity were detected according to individualized scores. A MS patient subgroup was identified for whom DMF was more effective than TERI (p = 0.013): older (45 versus 38 years), longer MS duration (110 versus 50 months), not newly diagnosed (74% versus 40%), and no prior glatiramer acetate usage (35% versus 5%). Conclusion: The implemented approach can disentangle prognostic differences from treatment effect heterogeneity and provide unbiased patient-specific profiling of comparative effectiveness based on real-world data.

2.
Perspect Clin Res ; 3(2): 66-72, 2012 Apr.
Article in English | MEDLINE | ID: mdl-22701823

ABSTRACT

Public expenditure on healthcare in India is low by international comparison, and access to essential treatment pushes many uninsured citizens below the poverty line. In many countries, policymakers utilize health technology assessment (HTA) methodologies to direct investments in healthcare, to obtain the maximum benefit for the population as a whole. With rising incomes and a commitment from the Government of India to increase the proportion of gross domestic product spent on health, this is an opportune moment to consider how HTA might help to allocate healthcare spending in India, in an equitable and efficient manner. Despite the predominance of out-of-pocket payments in the Indian healthcare sector, payers of all types are increasingly demanding value for money from expenditure on healthcare. In this review we demonstrate how HTA can be used to inform several aspects of healthcare provision. Areas in which HTA could be applied in the Indian context include, drug pricing, development of clinical practice guidelines, and prioritizing interventions that represent the greatest value within a limited budget. To illustrate the potential benefits of using the HTA approach, we present an example from a mature HTA market (Canada) that demonstrates how a new treatment for patients with atrial fibrillation - although more expensive than the current standard of care - improves clinical outcomes and represents a cost-effective use of public health resources. If aligned with the prevailing cultural and ethical considerations, and with the necessary investment in expert staff and resources, HTA promises to be a valuable tool for development of the Indian healthcare sector.

3.
Thromb J ; 10(1): 24, 2012 Dec 31.
Article in English | MEDLINE | ID: mdl-23276253

ABSTRACT

Effective treatment of venous thromboembolism (VTE) strikes a balance between prevention of recurrence and bleeding complications. The current standard of care is heparin followed by a vitamin K antagonist such as warfarin. However, this option is not without its limitations, as the anticoagulant effect of warfarin is associated with high inter- and intra-patient variability and patients must be regularly monitored to ensure that anticoagulation is within the narrow target therapeutic range. Several novel oral anticoagulant agents are in the advanced stages of development for VTE treatment, some of which are given after an initial period of heparin treatment, in line with current practice, while others switch from high to low doses after the initial phase of treatment. In this review we assess the critical considerations for treating VTE in light of emerging clinical data for new oral agents and discuss the merits of novel treatment regimens for patients who have experienced an episode of deep vein thrombosis or pulmonary embolism.

4.
Biochemistry ; 50(35): 7546-56, 2011 Sep 06.
Article in English | MEDLINE | ID: mdl-21770429

ABSTRACT

Human interleukin-5 receptor α (IL5Rα) is a glycoprotein that contains four N-glycosylation sites in the extracellular region. Previously, we found that enzymatic deglycosylation of IL5Rα resulted in complete loss of IL5 binding. To localize the functionally important carbohydrate moieties, we employed site-directed mutagenesis at the N-glycosylation sites (Asn(15), Asn(111), Asn(196), and Asn(224)). Because Asn-to-Gln mutagenesis caused a significant loss of structural integrity, we used diverse mutations to identify stability-preserving changes. We also rationally designed mutations at and around the N-glycosylation sites based on sequence alignment with mouse IL5Rα and other cytokine receptors. These approaches were most successful at Asn(15), Asn(111), and Asn(224). In contrast, any replacement at Asn(196) severely reduced stability, with the N196T mutant having a reduced binding affinity for IL5 and diminished biological activity because of the lack of cell surface expression. Lectin inhibition analysis suggested that the carbohydrate at Asn(196) is unlikely involved in direct ligand binding. Taking this into account, we constructed a stable variant, with triple mutational deglycosylation (N15D, I109V/V110T/N111D, and L223R/N224Q). The re-engineered protein retained Asn(196) while the other three glycosylation sites were eliminated. This mostly deglycosylated variant had the same ligand binding affinity and biological activity as fully glycosylated IL5Rα, thus demonstrating a unique role for Asn(196) glycosylation in IL5Rα function. The results suggest that unique carbohydrate groups in multiglycosylated receptors can be utilized asymmetrically for function.


Subject(s)
Asparagine/chemistry , Asparagine/genetics , Interleukin-5 Receptor alpha Subunit/chemistry , Interleukin-5 Receptor alpha Subunit/genetics , Protein Engineering/methods , Amino Acid Sequence , Animals , Asparagine/physiology , Carbohydrate Conformation , Cell Line , Drosophila melanogaster , Genetic Variation , Glycosylation , Humans , Interleukin-5 Receptor alpha Subunit/physiology , Ligands , Mice , Molecular Sequence Data , Protein Binding/genetics
5.
Curr Pharm Des ; 14(12): 1231-9, 2008.
Article in English | MEDLINE | ID: mdl-18473871

ABSTRACT

Human interleukin 5 (IL5) is the major hematopoietin that stimulates the proliferation, migration and activation of eosinophils and is implicated in the pathogenesis of inflammatory and other myeloproliferative diseases. IL5 functions through the signaling of a common receptor subunit beta (beta c), in a receptor activation process that requires initial recruitment of an IL5 specific receptor subunit alpha (IL5Ralpha), for cytokine presentation to beta c. Important advances have been made to understand molecular mechanisms of cytokine recognition and receptor antagonism. Mutational studies indicate that a pair of charge complementary regions play an essential role in specific interaction between IL5Ralpha and IL5. Moreover, peptide studies with the IL5 system have identified a cyclic peptide inhibitor, AF17121, which binds specifically to IL5Ralpha by mimicking the cytokine. A key receptor-recognition pharmacophore has been identified in this peptide inhibitor, and sites of inhibitor recognition can be proposed in the homology-deduced structural model of IL5Ralpha. These results provide an experimental platform to derive enhanced-potency peptidomimetic inhibitors. Such inhibitors have potential use as tools to evaluate the role of eosinophilia in disease and as potential leads to antagonists to treat hyper-eosinophilic diseases such as eosinophilic esophagitis, asthma and chronic myeloproliferative leukemias.


Subject(s)
Interleukin-5 Receptor alpha Subunit/antagonists & inhibitors , Interleukin-5/physiology , Animals , Antibodies, Monoclonal/pharmacology , Binding Sites , Eosinophilia/immunology , Eosinophilia/pathology , Eosinophils/physiology , Humans , Interleukin-5/chemistry , Interleukin-5/immunology , Interleukin-5 Receptor alpha Subunit/chemistry , Peptides, Cyclic/chemistry , Peptides, Cyclic/pharmacology , Protein Conformation
6.
J Biol Chem ; 283(19): 13398-406, 2008 May 09.
Article in English | MEDLINE | ID: mdl-18326494

ABSTRACT

Interleukin (IL)-5 exerts hematopoietic functions through binding to the IL-5 receptor subunits, alpha and betac. Specific assembly steps of full-length subunits as they occur in cell membranes, ultimately leading to receptor activation, are not well understood. We tracked the oligomerization of IL-5 receptor subunits using fluorescence resonance energy transfer (FRET) imaging. Full-length IL-5Ralpha and betac were expressed in Phoenix cells as chimeric proteins fused to enhanced cyan or yellow fluorescent protein (CFP or YFP, respectively). A time- and dose-dependent increase in FRET signal between IL-5Ralpha-CFP and betac-YFP was observed in response to IL-5, indicative of heteromeric receptor alpha-betac subunit interaction. This response was inhibited by AF17121, a peptide antagonist of IL-5Ralpha. Substantial FRET signals with betac-CFP and betac-YFP co-expressed in the absence of IL-5Ralpha demonstrated that betac subunits exist as preformed homo-oligomers. IL-5 had no effect on this betac-alone FRET signal. Interestingly, the addition of IL-5 to cells co-expressing betac-CFP, betac-YFP, and nontagged IL-5Ralpha led to further increase in FRET efficiency. Observation of preformed betac oligomers fits with the view that this form can lead to rapid cellular responses upon IL-5 stimulation. The IL-5-induced effects on betac assembly in the presence of nontagged IL-5Ralpha provide direct evidence that IL-5 can cause higher order rearrangements of betac homo-oligomers. These results suggest that IL-5 and perhaps other betac cytokines (IL-3 and granulocyte/macrophage colony-stimulating factor) trigger cellular responses by the sequential binding of cytokine ligand to the specificity receptor (subunit alpha), followed by binding of the ligand-subunit alpha complex to, and consequent rearrangement of, a ground state form of betac oligomers.


Subject(s)
Cytokine Receptor Common beta Subunit/chemistry , Cytokine Receptor Common beta Subunit/metabolism , Interleukin-5 Receptor alpha Subunit/chemistry , Interleukin-5 Receptor alpha Subunit/metabolism , Cell Line , Crystallography, X-Ray , Fluorescence Resonance Energy Transfer , Gene Expression , Humans , Interleukin-5/metabolism , Models, Molecular , Mutation/genetics , Protein Binding , Protein Structure, Tertiary , Time Factors , Transgenes
7.
Cytokine ; 42(2): 179-190, 2008 May.
Article in English | MEDLINE | ID: mdl-18294864

ABSTRACT

Receptor activation by IL5 and GM-CSF is a sequential process that depends on their interaction with a cytokine-specific subunit alpha and recruitment of a common signaling subunit beta (betac). In order to elucidate the assembly dynamics of these receptor subunits, we performed kinetic interaction analysis of the cytokine-receptor complex formation by a surface plasmon resonance biosensor. Using the extracellular domains of receptor fused with C-terminal V5-tag, we developed an assay method to co-anchor alpha and betac subunits on the biosensor surface. We demonstrated that dissociation of the cytokine-receptor complexes was slower when both subunits were co-anchored on the biosensor surface than when alpha subunit alone was anchored. The slow-dissociation effect of betac had a similar impact on GM-CSF receptor stabilization to that of IL5. The effects were abolished by alanine replacement of either Tyr18 or Tyr344 residue in betac, which together constitute key parts of a cytokine binding epitope. The data argue that betac plays an important role in preventing the ligand-receptor complexes from rapidly dissociating. This slow-dissociation effect of betac explains how, when multiple betac cytokine receptor alpha subunits are present on the same cell surface, selective betac usage can be controlled by sequestration in stabilized cytokine-alpha-betac complexes.


Subject(s)
Cytokine Receptor Common beta Subunit/physiology , Granulocyte-Macrophage Colony-Stimulating Factor/physiology , Interleukin-5/metabolism , Receptors, Granulocyte-Macrophage Colony-Stimulating Factor/metabolism , Receptors, Interleukin-5/metabolism , Signal Transduction/physiology , Animals , Cell Line , Cytokine Receptor Common beta Subunit/metabolism , Drosophila , Granulocyte-Macrophage Colony-Stimulating Factor/metabolism , Humans , Interleukin-5 Receptor alpha Subunit/metabolism
8.
J Mol Recognit ; 19(4): 363-71, 2006.
Article in English | MEDLINE | ID: mdl-16775846

ABSTRACT

As part of an effort to develop nanoelectronic sensors for biological targets, we tested the potential to incorporate coiled coils as metallized, self-assembling, site-specific molecular linkers on carbon nanotubes (CNTs). Based on a previously conceived modular anchor-probe approach, a system was designed in which hydrophobic residues (valines and leucines) form the interface between the two helical peptide components. Charged residues (glutamates and arginines) on the borders of the hydrophobic interface increase peptide solubility, and provide stability and specificity for anchor-probe assembly. Two histidine residues oriented on the exposed hydrophilic exterior of each peptide were included as chelating sites for metal ions such as cobalt. Cysteines were incorporated at the peptide termini for oriented, thiol-mediated coupling to surface plasmon resonance (SPR) biosensor surfaces, gold nanoparticles or CNT substrates. The two peptides were produced by solid phase peptide synthesis using Fmoc chemistry: an acidic 42-residue peptide E42C, and its counterpart in the heterodimer, a basic 39-residue peptide R39C. The ability of E42C and R39C to bind cobalt was demonstrated by immobilized metal affinity chromatography and isothermal titration calorimetry. SPR biosensor kinetic analysis of dimer assembly revealed apparent sub-nanomolar affinities in buffers with and without 1 mM CoCl2 using two different reference surfaces. For device-oriented CNT immobilization, R39C was covalently anchored to CNT tips via a C-terminal cysteine residue. Scanning electron microscopy was used to visualize the assembly of probe peptide (E42C) N-terminally labeled with 15 nm gold nanoparticles, when added to the R39C-CNT surface. The results obtained open the way to develop CNT tip-directed recognition surfaces, using recombinant and chemically synthesized chimeras containing binding epitopes fused to the E42C sequence domain.


Subject(s)
Biosensing Techniques/methods , Nanotubes, Carbon/chemistry , Peptides/chemistry , Chromatography, High Pressure Liquid , Cobalt/metabolism , Dimerization , Isoelectric Point , Kinetics , Molecular Weight , Nanotubes, Carbon/ultrastructure , Peptides/chemical synthesis , Reproducibility of Results , Surface Plasmon Resonance
9.
EMBO J ; 25(5): 1035-45, 2006 Mar 08.
Article in English | MEDLINE | ID: mdl-16482217

ABSTRACT

The secreted, multidomain protein follistatin binds activins with high affinity, inhibiting their receptor interaction. We have dissected follistatin's domain structure and shown that the minimal activin-inhibiting fragment of follistatin is comprised of the first and second Fs domains (Fs12). This protein can bind to activin dimer and form a stable complex containing two Fs12 molecules and one activin dimer. We have solved crystal structures of activin A alone and its complex with Fs12 fragment to 2 A resolution. The complex structure shows how Fs12 molecules wrap around the back of the 'wings' of activin, blocking the type II receptor-binding site on activin A. Arginine 192 in Fs2 is a key residue in this interaction, inserting itself in between activin's fingers. Complex formation imposes a novel orientation for the EGF- and Kazal-like subdomains in the Fs2 domain and activin A shows further variation from the canonical TGF-beta family fold. The structure provides a detailed description of the inhibitory mechanism and gives insights into interactions of follistatin with other TGF-beta family proteins.


Subject(s)
Activin Receptors, Type II/metabolism , Activins/antagonists & inhibitors , Follistatin/chemistry , Inhibin-beta Subunits/antagonists & inhibitors , Protein Structure, Tertiary , Signal Transduction , Activins/genetics , Activins/metabolism , Amino Acid Sequence , Animals , Binding Sites , Crystallography, X-Ray , Dimerization , Embryo, Mammalian/cytology , Embryo, Mammalian/metabolism , Embryo, Nonmammalian , Follistatin/genetics , Follistatin/metabolism , Humans , Inhibin-beta Subunits/genetics , Inhibin-beta Subunits/metabolism , Ligands , Models, Molecular , Molecular Sequence Data , Mutation/genetics , Protein Binding , Rats , Sequence Homology, Amino Acid , Transforming Growth Factor beta/metabolism , Xenopus laevis
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