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1.
Mol Immunol ; 99: 1-8, 2018 07.
Article in English | MEDLINE | ID: mdl-29627609

ABSTRACT

Quantitative guidelines to distinguish allergenic proteins from related, but non-allergenic ones are urgently needed for regulatory agencies, biotech companies and physicians. In a previous study, we found that allergenic proteins populate a relatively small number of protein families, as characterized by the Pfam database. However, these families also contain non-allergenic proteins, meaning that allergenic determinants must lie within more discrete regions of the sequence. Thus, new methods are needed to discriminate allergenic proteins within those families. Physical-Chemical Properties (PCP)-motifs specific for allergens within a Pfam class were determined for 17 highly populated protein domains. A novel scoring method based on PCP-motifs that characterize known allergenic proteins within these families was developed, and validated for those domains. The motif scores distinguished sequences of allergens from a large selection of 80,000 randomly selected non-allergenic sequences. The motif scores for the birch pollen allergen (Bet v 1) family, which also contains related fruit and nut allergens, correlated better than global sequence similarities with clinically observed cross-reactivities among those allergens. Further, we demonstrated that the average scores of allergen specific motifs for allergenic profilins are significantly different from the scores of non-allergenic profilins. Several of the selective motifs coincide with experimentally determined IgE epitopes of allergenic profilins. The motifs also discriminated allergenic pectate lyases, including Jun a 1 from mountain cedar pollen, from similar proteins in the human microbiome, which can be assumed to be non-allergens. The latter lacked key motifs characteristic of the known allergens, some of which correlate with known IgE binding sites.


Subject(s)
Allergens/chemistry , Allergens/immunology , Cross Reactions/immunology , Epitopes/chemistry , Epitopes/immunology , Fruit/chemistry , Fruit/immunology , Humans , Immunoglobulin E/chemistry , Immunoglobulin E/immunology , Nuts/chemistry , Nuts/immunology , Plant Proteins/chemistry , Plant Proteins/immunology , Pollen/chemistry , Pollen/immunology , Polysaccharide-Lyases/chemistry , Polysaccharide-Lyases/immunology , Profilins/chemistry , Profilins/immunology
2.
J Hepatol ; 68(3): 412-420, 2018 03.
Article in English | MEDLINE | ID: mdl-29079285

ABSTRACT

BACKGROUND & AIMS: The hallmarks of chronic HBV infection are a high viral load (HBV DNA) and even higher levels (>100-fold in excess of virions) of non-infectious membranous particles containing the tolerogenic viral S antigen (HBsAg). Currently, standard treatment effectively reduces viremia but only rarely results in a functional cure (defined as sustained HBsAg loss). There is an urgent need to identify novel therapies that reduce HBsAg levels and restore virus-specific immune responsiveness in patients. We report the discovery of a novel, potent and orally bioavailable small molecule inhibitor of HBV gene expression (RG7834). METHODS: RG7834 antiviral characteristics and selectivity against HBV were evaluated in HBV natural infection assays and in a urokinase-type plasminogen activator/severe combined immunodeficiency humanized mouse model of HBV infection, either alone or in combination with entecavir. RESULTS: Unlike nucleos(t)ide therapies, which reduce viremia but do not lead to an effective reduction in HBV antigen expression, RG7834 significantly reduced the levels of viral proteins (including HBsAg), as well as lowering viremia. Consistent with its proposed mechanism of action, time course RNA-seq analysis revealed a fast and selective reduction in HBV mRNAs in response to RG7834 treatment. Furthermore, oral treatment of HBV-infected humanized mice with RG7834 led to a mean HBsAg reduction of 1.09 log10 compared to entecavir, which had no significant effect on HBsAg levels. Combination of RG7834, entecavir and pegylated interferon α-2a led to significant reductions of both HBV DNA and HBsAg levels in humanized mice. CONCLUSION: We have identified a novel oral HBV viral gene expression inhibitor that blocks viral antigen and virion production, that is highly selective for HBV, and has a unique antiviral profile that is clearly differentiated from nucleos(t)ide analogues. LAY SUMMARY: We discovered a novel small molecule viral expression inhibitor that is highly selective for HBV and unlike current therapy inhibits the expression of viral proteins by specifically reducing HBV mRNAs. RG7834 can therefore potentially provide anti-HBV benefits and increase HBV cure rates, by direct reduction of viral agents needed to complete the viral life cycle, as well as a reduction of viral agents involved in evasion of the host immune responses.


Subject(s)
Antiviral Agents , Gene Expression Regulation, Viral/drug effects , Hepatitis B virus , Hepatitis B, Chronic , Small Molecule Libraries , Administration, Oral , Animals , Antiviral Agents/administration & dosage , Antiviral Agents/adverse effects , Antiviral Agents/pharmacokinetics , Biological Availability , DNA, Viral/isolation & purification , Disease Models, Animal , Hepatitis B virus/drug effects , Hepatitis B virus/genetics , Hepatitis B, Chronic/drug therapy , Hepatitis B, Chronic/virology , Mice , Small Molecule Libraries/administration & dosage , Small Molecule Libraries/adverse effects , Small Molecule Libraries/pharmacokinetics , Treatment Outcome , Viral Load/drug effects
3.
Bioanalysis ; 9(3): 297-312, 2017 Feb.
Article in English | MEDLINE | ID: mdl-28111961

ABSTRACT

AIM: Midazolam is a commonly used marker substrate for the in vivo assessment of CYP3A activity. Reliable pharmacokinetic assessment at sub-pharmacological doses of midazolam requires an ultra-sensitive analytical method. METHODS: A new, ultra-sensitive LC-MS/MS method for the determination of midazolam in human plasma using SPE was developed and fully validated. The lowest limit of quantitation is 0.1 pg/ml with a sample volume of 500 µl. RESULTS/CONCLUSION: The following parameters were validated: sensitivity, assay accuracy and precision, linearity, selectivity, and stability of midazolam at pertinent analytical and storage conditions. The validated method was utilized successfully for the sample assay during a midazolam microdosing study for the evaluation of CYP3A4 activity of a clinical candidate.


Subject(s)
Chromatography, Liquid/methods , Midazolam/blood , Tandem Mass Spectrometry/methods , Drug Stability , Humans , Reproducibility of Results , Sensitivity and Specificity
4.
Drug Metab Dispos ; 43(11): 1711-7, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26276581

ABSTRACT

Idiosyncratic drug toxicity is a major challenge for the pharmaceutical industry since complex and multifactorial steps are involved, the dose-dependency is unclear, and its occurrence is not reliably predictable. Whereas the exact mechanisms leading to idiosyncratic toxicity remain elusive in many cases, there are often hints at the involvement of reactive metabolites, such as acyl glucuronides formed by conjugation of carboxylic acids with glucuronic acid. Because the patient-related susceptibilities leading to idiosyncratic toxicity are not sufficiently understood, the best option for the pharmaceutical industry is to minimize drug-related risk factors such as potential acyl glucuronide formation. Here, we describe a rapid in vitro assay for the assessment of the reactivity of acyl glucuronides, on the basis of acyl glucuronide migration, that can support the selection of low-risk drug candidates in the drug discovery phase. Twenty marketed compounds with a wide range of half-lives were tested, their acyl glucuronide migration rates were determined and compared with the half-lives of the respective acyl glucuronides. Ranking of acyl glucuronide stability using this method compared well with the results from existing methodologies. With this method, migration rates >20% would indicate higher risk of reactivity. This simpler approach using the acyl glucuronide migration rate is not dependent on authentic standards, therefore eliminating the requirement for either lengthy chemical synthesis or in vitro biosynthesis and purification of the 1-O-ß-glucuronide. This methodology provides a rapid in vitro assay to assess acyl glucuronide stability and reactivity that is well suited for use early in the drug discovery phase.


Subject(s)
Carboxylic Acids/metabolism , Glucuronides/metabolism , Tandem Mass Spectrometry/methods , Acylation/physiology , Animals , Carboxylic Acids/pharmacology , Cattle , Glucuronides/pharmacology , Humans , Microsomes, Liver/drug effects , Microsomes, Liver/metabolism , Time Factors
5.
Vaccine ; 30(42): 6081-7, 2012 Sep 14.
Article in English | MEDLINE | ID: mdl-22863657

ABSTRACT

Designing proteins that reflect the natural variability of a pathogen is essential for developing novel vaccines and drugs. Flaviviruses, including Dengue (DENV) and West Nile (WNV), evolve rapidly and can "escape" neutralizing monoclonal antibodies by mutation. Designing antigens that represent many distinct strains is important for DENV, where infection with a strain from one of the four serotypes may lead to severe hemorrhagic disease on subsequent infection with a strain from another serotype. Here, a DENV physicochemical property (PCP)-consensus sequence was derived from 671 unique sequences from the Flavitrack database. PCP-consensus proteins for domain 3 of the envelope protein (EdomIII) were expressed from synthetic genes in Escherichia coli. The ability of the purified consensus proteins to bind polyclonal antibodies generated in response to infection with strains from each of the four DENV serotypes was determined. The initial consensus protein bound antibodies from DENV-1-3 in ELISA and Western blot assays. This sequence was altered in 3 steps to incorporate regions of maximum variability, identified as significant changes in the PCPs, characteristic of DENV-4 strains. The final protein was recognized by antibodies against all four serotypes. Two amino acids essential for efficient binding to all DENV antibodies are part of a discontinuous epitope previously defined for a neutralizing monoclonal antibody. The PCP-consensus method can significantly reduce the number of experiments required to define a multivalent antigen, which is particularly important when dealing with pathogens that must be tested at higher biosafety levels.


Subject(s)
Antibodies, Viral/immunology , Antigens, Viral/immunology , Consensus Sequence , Dengue/immunology , Amino Acid Sequence , Animals , Antibodies, Monoclonal/immunology , Antibodies, Neutralizing/immunology , Dengue/classification , Mice , Molecular Sequence Data
6.
Proteins ; 80(5): 1308-15, 2012 May.
Article in English | MEDLINE | ID: mdl-22274941

ABSTRACT

Use of atomic force microscopy (AFM) has recently led to a better understanding of the molecular mechanisms of the unfolding process by mechanical forces; however, the rational design of novel proteins with specific mechanical strength remains challenging. We have approached this problem from a new perspective that generates linear physical-chemical properties (PCP) motifs from a limited AFM data set. Guided by our linear sequence analysis, we designed and analyzed four new mutants of the titin I1 domain with the goal of increasing the domain's mechanical strength. All four mutants could be cloned and expressed as soluble proteins. AFM data indicate that at least two of the mutants have increased molecular mechanical strength. This observation suggests that the PCP method is useful to graft sequences specific for high mechanical stability to weak proteins to increase their mechanical stability, and represents an additional tool in the design of novel proteins besides steered molecular dynamics calculations, coarse grained simulations, and ϕ-value analysis of the transition state.


Subject(s)
Protein Engineering/methods , Recombinant Proteins/chemistry , Amino Acid Motifs , Amino Acid Sequence , Circular Dichroism , Connectin , Fibronectins/chemistry , Fibronectins/genetics , Hydrogen Bonding , Microscopy, Atomic Force , Molecular Dynamics Simulation , Molecular Sequence Data , Muscle Proteins/chemistry , Muscle Proteins/genetics , Protein Kinases/chemistry , Protein Kinases/genetics , Protein Stability , Protein Structure, Tertiary , Recombinant Proteins/genetics
7.
BMC Bioinformatics ; 13 Suppl 13: S9, 2012.
Article in English | MEDLINE | ID: mdl-23320474

ABSTRACT

BACKGROUND: Analysis of large sets of biological sequence data from related strains or organisms is complicated by superficial redundancy in the set, which may contain many members that are identical except at one or two positions. Thus a new method, based on deriving physicochemical property (PCP)-consensus sequences, was tested for its ability to generate reference sequences and distinguish functionally significant changes from background variability. METHODS: The PCP consensus program was used to automatically derive consensus sequences starting from sequence alignments of proteins from Flaviviruses (from the Flavitrack database) and human enteroviruses, using a five dimensional set of Eigenvectors that summarize over 200 different scalar values for the PCPs of the amino acids. A PCP-consensus protein of a Dengue virus envelope protein was produced recombinantly and tested for its ability to bind antibodies to strains using ELISA. RESULTS: PCP-consensus sequences of the flavivirus family could be used to classify them into five discrete groups and distinguish areas of the envelope proteins that correlate with host specificity and disease type. A multivalent Dengue virus antigen was designed and shown to bind antibodies against all four DENV types. A consensus enteroviral VPg protein had the same distinctive high pKa as wild type proteins and was recognized by two different polymerases. CONCLUSIONS: The process for deriving PCP-consensus sequences for any group of aligned similar sequences, has been validated for sequences with up to 50% diversity. Ongoing projects have shown that the method identifies residues that significantly alter PCPs at a given position, and might thus cause changes in function or immunogenicity. Other potential applications include deriving target proteins for drug design and diagnostic kits.


Subject(s)
Antigens, Viral/chemistry , Antiviral Agents/chemistry , Consensus Sequence , Drug Design , Sequence Analysis, Protein , Viral Envelope Proteins/chemistry , Amino Acid Sequence , Antigens, Viral/immunology , Dengue/immunology , Flavivirus/immunology , Gene Products, env/immunology , Humans , Molecular Sequence Data , Viral Envelope Proteins/immunology
8.
Arch Dermatol ; 147(8): 901-7, 2011 Aug.
Article in English | MEDLINE | ID: mdl-21482862

ABSTRACT

OBJECTIVE: To evaluate the efficacy of treatment with gabapentin plus valacyclovir hydrochloride for the prevention of postherpetic neuralgia in patients with acute herpes zoster. DESIGN: Uncontrolled, open-label study. SETTING: A private dermatology clinic. PARTICIPANTS: Consecutive immunocompetent adults (age, ≥ 50 years) who presented with herpes zoster within 72 hours of vesicle formation with moderate to severe pain (≥ 4 on the 10-point Likert scale) were recruited for study participation. Intervention The patients received 1000 mg of valacylovir hydrochloride 3 times a day for 7 days plus gabapentin at an initial dose of 300 mg/d, titrated up to a maximum of 3600 mg/d, side effects permitting. MAIN OUTCOME MEASURES: Proportion of patients with zoster pain (pain > 0) at 3, 4, and 6 months as well as average pain severity, the proportion of patients with sleep disturbance, and quality-of-life measures (determined by the Medical Outcome Study Short Form 36-Item Health Survey). RESULTS: A total of 133 patients (mean age, 64.6 years) were enrolled in the study. The overall incidence of zoster pain at 6 months was 9.8%. CONCLUSION: The combination of gabapentin and valacyclovir administered acutely in patients with herpes zoster reduces the incidence of postherpetic neuralgia. Trial Registration clinicaltrials.gov Identifier: NCT01250561.


Subject(s)
Acyclovir/analogs & derivatives , Amines/therapeutic use , Analgesics/therapeutic use , Antiviral Agents/therapeutic use , Cyclohexanecarboxylic Acids/therapeutic use , Herpes Zoster/drug therapy , Neuralgia, Postherpetic/epidemiology , Neuralgia, Postherpetic/prevention & control , Valine/analogs & derivatives , gamma-Aminobutyric Acid/therapeutic use , Acute Disease , Acyclovir/therapeutic use , Aged , Drug Therapy, Combination , Female , Gabapentin , Humans , Incidence , Male , Middle Aged , Valacyclovir , Valine/therapeutic use
9.
J Mol Biol ; 396(3): 550-63, 2010 Feb 26.
Article in English | MEDLINE | ID: mdl-19969003

ABSTRACT

BACKGROUND: Computational methods are needed to design multivalent vaccines against flaviviruses (FVs) such as the West Nile virus or the dengue virus (DENV). OBJECTIVE: We aimed to use physicochemical property (PCP) consensus sequences of FV strains to delineate conserved motifs, areas of maximum variability, and specific loci that correlate with arthropod vector, serotype, and disease severity. METHODS: PCP consensus sequences for 27 species were prepared from 928 annotated sequences catalogued in Flavitrack. Alignments of these correlated well with the known structures of the NS3 protease domain and envelope (E) proteins. The PCPMer suite was used to identify motifs common to all FVs. Areas of PCP variability that correlated with phenotype were plotted on the structures. RESULTS: Despite considerable diversity at the amino acid level, PCPs for both proteins were well conserved throughout the FVs. A series of insertions in E separated tick- from mosquito-borne viruses and all arthropod-borne viruses from isolates with no known vector or directly from insects. Comparison of a PCP consensus sequence of E derived from 600 DENV strains (DENV600) with individual ones for DENV1-DENV4 showed that most major serotype-specific variation occurs near these insertions. The DENV600 differed from one prepared from eight hemorrhagic or fatal strains from four DENV serotypes at only three positions, two of which overlap known escape mutant sites. CONCLUSIONS: Comparing consensus sequences showed that substantial changes occur in only a few areas of the E protein. PCP consensus sequences can contribute to the design of multivalent vaccines.


Subject(s)
Conserved Sequence , Flavivirus/genetics , Genome, Viral , RNA, Viral/genetics , Viral Proteins/genetics , Virulence Factors/genetics , Amino Acid Sequence , Animals , Cluster Analysis , Computational Biology , Consensus Sequence , Flavivirus/immunology , Flavivirus/pathogenicity , Genetic Variation , Humans , Models, Molecular , Molecular Sequence Data , Phenotype , Phylogeny , Protein Structure, Tertiary , Sequence Analysis , Viral Proteins/chemistry , Virulence , Virulence Factors/chemistry
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