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1.
J Comput Aided Mol Des ; 35(9): 963-971, 2021 09.
Artigo em Inglês | MEDLINE | ID: mdl-34328586

RESUMO

The COVID-19 pandemic has led to unprecedented efforts to identify drugs that can reduce its associated morbidity/mortality rate. Computational chemistry approaches hold the potential for triaging potential candidates far more quickly than their experimental counterparts. These methods have been widely used to search for small molecules that can inhibit critical proteins involved in the SARS-CoV-2 replication cycle. An important target is the SARS-CoV-2 main protease Mpro, an enzyme that cleaves the viral polyproteins into individual proteins required for viral replication and transcription. Unfortunately, standard computational screening methods face difficulties in ranking diverse ligands to a receptor due to disparate ligand scaffolds and varying charge states. Here, we describe full density functional quantum mechanical (DFT) simulations of Mpro in complex with various ligands to obtain absolute ligand binding energies. Our calculations are enabled by a new cloud-native parallel DFT implementation running on computational resources from Amazon Web Services (AWS). The results we obtain are promising: the approach is quite capable of scoring a very diverse set of existing drug compounds for their affinities to M pro and suggest the DFT approach is potentially more broadly applicable to repurpose screening against this target. In addition, each DFT simulation required only ~ 1 h (wall clock time) per ligand. The fast turnaround time raises the practical possibility of a broad application of large-scale quantum mechanics in the drug discovery pipeline at stages where ligand diversity is essential.


Assuntos
Antivirais/química , Proteases 3C de Coronavírus/química , Proteases 3C de Coronavírus/metabolismo , Antivirais/metabolismo , Sulfato de Atazanavir/química , Sulfato de Atazanavir/metabolismo , Sítios de Ligação , Computação em Nuvem , Teoria da Densidade Funcional , Ligação de Hidrogênio , Ligantes , Simulação de Acoplamento Molecular , Conformação Proteica , Teoria Quântica
2.
J Asthma ; 58(5): 633-644, 2021 05.
Artigo em Inglês | MEDLINE | ID: mdl-31959019

RESUMO

Objective: A new epinephrine hydrofluoroalkane (HFA) asthma metered-dose inhaler (MDI) was reformulated to replace the previously marketed epinephrine chlorofluorocarbon (CFC) MDI. In addition to the HFA propellant change, several enhanced modifications (i.e. changed from solution to suspension, 43% dose reduction, etc.) were made to the formulation of epinephrine HFA MDI. This study evaluates the 6-month long-term safety and efficacy profile of the new epinephrine HFA MDI.Method: The long-term safety study consists of two 3-month, multi-center, double- or evaluator-blinded, parallel-group, placebo, and active controlled stages. In each stage, subjects aged ≥12 years with intermittent or mild-to-moderate persistent asthma were randomized to receive epinephrine HFA (2 × 125 mcg/inhalation), placebo HFA, or epinephrine CFC (2 × 220 mcg/inhalation). Bronchodilator efficacy was assessed in Stage 1 and was determined primarily by the change in the forced expiratory volume in 1 s (ΔFEV1) at Week 12, relative to the same day baseline.Results: The primary efficacy endpoint (AUC0-6hrs of %ΔFEV1 at Week 12) for epinephrine HFA (47.3 ± 54.2) closely paralleled those for the active control, epinephrine CFC (41.0 ± 43.4). Both groups were found to be overall comparable in bronchodilator efficacy. Both also showed low incidence rates of AEs with tremor being most commonly reported for epinephrine HFA. All AEs found were non-serious and non-significant. The observed changes in vital signs, ECG, serum glucose, and potassium were minimal and not clinically relevant.Conclusion: This study demonstrated that the new epinephrine HFA is overall comparable, in both safety and efficacy, to the previous epinephrine CFC.


Assuntos
Propelentes de Aerossol , Asma/tratamento farmacológico , Broncodilatadores/administração & dosagem , Epinefrina/administração & dosagem , Hidrocarbonetos Fluorados , Adolescente , Adulto , Idoso , Broncodilatadores/efeitos adversos , Doenças Cardiovasculares/induzido quimicamente , Método Duplo-Cego , Epinefrina/efeitos adversos , Feminino , Humanos , Masculino , Inaladores Dosimetrados , Pessoa de Meia-Idade , Método Simples-Cego , Resultado do Tratamento , Adulto Jovem
3.
J Chem Inf Model ; 60(11): 5595-5623, 2020 11 23.
Artigo em Inglês | MEDLINE | ID: mdl-32936637

RESUMO

Predicting protein-ligand binding affinities and the associated thermodynamics of biomolecular recognition is a primary objective of structure-based drug design. Alchemical free energy simulations offer a highly accurate and computationally efficient route to achieving this goal. While the AMBER molecular dynamics package has successfully been used for alchemical free energy simulations in academic research groups for decades, widespread impact in industrial drug discovery settings has been minimal because of the previous limitations within the AMBER alchemical code, coupled with challenges in system setup and postprocessing workflows. Through a close academia-industry collaboration we have addressed many of the previous limitations with an aim to improve accuracy, efficiency, and robustness of alchemical binding free energy simulations in industrial drug discovery applications. Here, we highlight some of the recent advances in AMBER20 with a focus on alchemical binding free energy (BFE) calculations, which are less computationally intensive than alternative binding free energy methods where full binding/unbinding paths are explored. In addition to scientific and technical advances in AMBER20, we also describe the essential practical aspects associated with running relative alchemical BFE calculations, along with recommendations for best practices, highlighting the importance not only of the alchemical simulation code but also the auxiliary functionalities and expertise required to obtain accurate and reliable results. This work is intended to provide a contemporary overview of the scientific, technical, and practical issues associated with running relative BFE simulations in AMBER20, with a focus on real-world drug discovery applications.


Assuntos
Descoberta de Drogas , Simulação de Dinâmica Molecular , Entropia , Ligantes , Ligação Proteica , Termodinâmica
4.
J Chem Inf Model ; 60(9): 4153-4169, 2020 09 28.
Artigo em Inglês | MEDLINE | ID: mdl-32539386

RESUMO

Virtual high throughput screening (vHTS) in drug discovery is a powerful approach to identify hits: when applied successfully, it can be much faster and cheaper than experimental high-throughput screening approaches. However, mainstream vHTS tools have significant limitations: ligand-based methods depend on knowledge of existing chemical matter, while structure-based tools such as docking involve significant approximations that limit their accuracy. Recent advances in scientific methods coupled with dramatic speedups in computational processing with GPUs make this an opportune time to consider the role of more rigorous methods that could improve the predictive power of vHTS workflows. In this Perspective, we assert that alchemical binding free energy methods using all-atom molecular dynamics simulations have matured to the point where they can be applied in virtual screening campaigns as a final scoring stage to prioritize the top molecules for experimental testing. Specifically, we propose that alchemical absolute binding free energy (ABFE) calculations offer the most direct and computationally efficient approach within a rigorous statistical thermodynamic framework for computing binding energies of diverse molecules, as is required for virtual screening. ABFE calculations are particularly attractive for drug discovery at this point in time, where the confluence of large-scale genomics data and insights from chemical biology have unveiled a large number of promising disease targets for which no small molecule binders are known, precluding ligand-based approaches, and where traditional docking approaches have foundered to find progressible chemical matter.


Assuntos
Descoberta de Drogas , Simulação de Dinâmica Molecular , Entropia , Ligantes , Ligação Proteica , Termodinâmica
5.
J Asthma ; 57(4): 431-440, 2020 04.
Artigo em Inglês | MEDLINE | ID: mdl-30795705

RESUMO

Objective: To investigate whether once-daily (OD) fluticasone furoate (FF)/vilanterol (VI) provides greater long-term protection from postexercise fall in forced expiratory volume in 1 s (FEV1) than twice-daily (BD) fluticasone propionate (FP) in patients with asthma and exercise-induced bronchoconstriction. Methods: A randomized, double-blind, crossover study was conducted in patients (aged 12-50 years) on low-/mid-dose maintenance inhaled corticosteroid. Following a 4-week run-in period (FP 250 µg BD), patients with a ≥ 20% decrease in postexercise FEV1 received FF/VI 100/25 µg OD or FP 250 µg BD for 2 weeks. Exercise challenges were carried out 23 h after the first dose of study medication, and 12 and 23 h after evening clinic dose at the end of the 2-week treatment period. After a 2-week washout period (FP 250 µg), patients crossed over treatments, with procedures and tests repeated. The primary endpoint was mean maximal percentage decrease from pre-exercise FEV1 following exercise challenge 12-h postevening dose on Day 14. Results: The mean maximal percentage decrease from pre-exercise FEV1 after the 12-h exercise challenge (Day 14) was 15.02% with FF/VI, and 16.71% with FP (difference, -1.69; 95% confidence interval, -3.76 to 0.39; p = 0.109). After the 23-h exercise challenge (Day 14), respective mean maximal decreases were 11.90% and 14.05% (difference, -2.15; 95% confidence interval, -4.31 to 0.01). Conclusion: The study failed to show a difference between FF/VI and FP at providing long-term protection from exercise-induced bronchoconstriction.


Assuntos
Androstadienos/administração & dosagem , Asma Induzida por Exercício/tratamento farmacológico , Álcoois Benzílicos/administração & dosagem , Broncoconstrição/efeitos dos fármacos , Clorobenzenos/administração & dosagem , Fluticasona/administração & dosagem , Administração por Inalação , Adolescente , Adulto , Asma Induzida por Exercício/diagnóstico , Asma Induzida por Exercício/fisiopatologia , Broncoconstrição/fisiologia , Criança , Estudos Cross-Over , Método Duplo-Cego , Esquema de Medicação , Combinação de Medicamentos , Exercício Físico/fisiologia , Feminino , Volume Expiratório Forçado , Humanos , Masculino , Pessoa de Meia-Idade , Resultado do Tratamento , Adulto Jovem
6.
PLoS One ; 14(3): e0214015, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-30889230

RESUMO

Missense mutations can have disastrous effects on the function of a protein. And as a result, they have been implicated in numerous diseases. However, the majority of missense variants only have a nominal impact on protein function. Thus, the ability to distinguish these two classes of missense mutations would greatly aid drug discovery efforts in target identification and validation as well as medical diagnosis. Monitoring the co-occurrence of a given missense mutation and a disease phenotype provides a pathway for classifying functionally disrupting missense mutations. But, the occurrence of a specific missense variant is often extremely rare making statistical links challenging to infer. In this study, we benchmark a physics-based approach for predicting changes in stability, MM-GBSA, and apply it to classifying mutations as functionally disrupting. A large and diverse dataset of 990 residue mutations in beta-lactamase TEM1 is used to assess performance as it is rich in both functionally disrupting mutations and functionally neutral/beneficial mutations. On this dataset, we compare the performance of MM-GBSA to alternative strategies for predicting functionally disrupting mutations. We observe that the MM-GBSA method obtains an area under the curve (AUC) of 0.75 on the entire dataset, outperforming all other predictors tested. More importantly, MM-GBSA's performance is robust to various divisions of the dataset, speaking to the generality of the approach. Though there is one notable exception: Mutations on the surface of the protein are the mutations that are the most difficult to classify as functionally disrupting for all methods tested. This is likely due to the many mechanisms available to surface mutations to disrupt function, and thus provides a direction of focus for future studies.


Assuntos
Proteínas de Bactérias/genética , Mutação de Sentido Incorreto , beta-Lactamases/genética , Proteínas de Bactérias/química , Proteínas de Bactérias/metabolismo , Bases de Dados Genéticas , Estabilidade Enzimática/genética , Genes Bacterianos , Humanos , beta-Lactamases/química , beta-Lactamases/metabolismo
7.
Ann Allergy Asthma Immunol ; 118(4): 489-499.e1, 2017 04.
Artigo em Inglês | MEDLINE | ID: mdl-28256307

RESUMO

BACKGROUND: The efficacy and safety of budesonide/formoterol pressurized metered-dose inhaler (pMDI) have been demonstrated in patients with asthma at least 12 years old. OBJECTIVE: To evaluate the efficacy of 2 formoterol doses added to budesonide as fixed combinations vs budesonide alone in children 6 to younger than 12 years with asthma. METHODS: This randomized, double-blinded, parallel-group, multicenter study (NCT02091986; CHASE 3) included children 6 to younger than 12 years with asthma previously receiving a medium-dose inhaled corticosteroid (ICS) or an ICS plus a long-acting ß2-agonist. Children symptomatic during a 7-28-day run-in on low-dose ICS, 1 inhalation of budesonide dry powder inhaler 90 µg twice daily (BID), were randomized to receive 2 inhalations of budesonide/formoterol pMDI 80/4.5 µg (160/9 µg) BID (n = 92), budesonide/formoterol pMDI 80/2.25 µg (160/4.5 µg) BID (n = 95), or budesonide pMDI 80 µg (160 µg) BID (n = 92) for 12 weeks. RESULTS: Change in forced expiratory volume in 1 second from baseline to 1 hour after dosing (primary end point), change in forced expiratory volume in 1 second 15 minutes after dosing, and peak expiratory flow 1 hour after dosing at week 12 were statistically significantly greater for budesonide/formoterol 160/9 µg vs budesonide (P ≤ .015 for all comparisons), but not for budesonide/formoterol 160/4.5 µg vs budesonide. Bronchodilator effects, evident 15 minutes after the dose on day 1, were maintained at week 12. Incidence of protocol-defined asthma exacerbations and improvements in asthma symptom-related and quality-of-life outcomes were similar across treatments. There were no notable safety differences among treatments. CONCLUSION: Budesonide/formoterol pMDI 160/9 µg showed statistically significant and clinically meaningful lung function improvements vs budesonide pMDI 160 µg, demonstrating appropriateness as a therapeutic option for children 6 to younger than 12 years with asthma symptomatic on ICS alone. TRIAL REGISTRATION: ClinicalTrials.gov Identifier: NCT02091986.


Assuntos
Antiasmáticos/uso terapêutico , Asma/tratamento farmacológico , Budesonida/uso terapêutico , Etanolaminas/uso terapêutico , Fumarato de Formoterol/administração & dosagem , Antiasmáticos/administração & dosagem , Asma/fisiopatologia , Budesonida/administração & dosagem , Budesonida/efeitos adversos , Criança , Quimioterapia Combinada , Etanolaminas/administração & dosagem , Etanolaminas/efeitos adversos , Feminino , Volume Expiratório Forçado , Humanos , Masculino , Inaladores Dosimetrados , Qualidade de Vida , Resultado do Tratamento
8.
J Mol Biol ; 429(7): 948-963, 2017 04 07.
Artigo em Inglês | MEDLINE | ID: mdl-27964946

RESUMO

The stability of folded proteins is critical to their biological function and for the efficacy of protein therapeutics. Predicting the energetic effects of protein mutations can improve our fundamental understanding of structural biology, the molecular basis of diseases, and possible routes to addressing those diseases with biological drugs. Identifying the effect of single amino acid point mutations on the thermodynamic equilibrium between the folded and unfolded states of a protein can pinpoint residues of critical importance that should be avoided in the process of improving other properties (affinity, solubility, viscosity, etc.) and suggest changes at other positions for increasing stability in protein engineering. Multiple computational tools have been developed for in silico predictions of protein stability in recent years, ranging from sequence-based empirical approaches to rigorous physics-based free energy methods. In this work, we show that FEP+, which is a free energy perturbation method based on all-atom molecular dynamics simulations, can provide accurate thermal stability predictions for a wide range of biologically relevant systems. Significantly, the FEP+ approach, while originally developed for relative binding free energies of small molecules to proteins and not specifically fitted for protein stability calculations, performs well compared to other methods that were fitted specifically to predict protein stability. Here, we present the broadest validation of a rigorous free energy-based approach applied to protein stability reported to date: 700+ single-point mutations spanning 10 different protein targets. Across the entire data set, we correctly classify the mutations as stabilizing or destabilizing in 84% of the cases, and obtain statistically significant predictions as compared with experiment [average error of ~1.6kcal/mol and coefficient of determination (R2) of 0.40]. This study demonstrates, for the first time in a large-scale validation, that rigorous free energy calculations can be used to predict changes in protein stability from point mutations without parameterization or system-specific customization, although further improvements should be possible with additional sampling and a better representation of the unfolded state of the protein. Here, we describe the FEP+ method as applied to protein stability calculations, summarize the large-scale retrospective validation results, and discuss limitations of the method, along with future directions for further improvements.


Assuntos
Substituição de Aminoácidos , Proteínas Mutantes/química , Proteínas Mutantes/genética , Mutação de Sentido Incorreto , Mutação Puntual , Estabilidade Proteica , Termodinâmica , Biologia Computacional
9.
Ann Allergy Asthma Immunol ; 115(6): 516-22, 2015 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-26460293

RESUMO

BACKGROUND: Budesonide is approved for delivery using a nebulized solution and dry-powder inhaler, but its use through a pressurized metered-dose inhaler (pMDI) in pediatric patients with asthma has not been determined. OBJECTIVE: To examine the efficacy and safety of 160 µg twice daily of budesonide through a pMDI vs placebo in children 6 to younger than 12 years with asthma and a demonstrated need for inhaled corticosteroids. METHODS: A 6-week, international, multicenter, double-blinded, parallel-group, phase 2 study randomized 304 pediatric patients (mean age, 9 years; 21.7% <8 years) 1:1 to 160 µg (80 µg × 2 inhalations) twice daily of budesonide through a pMDI or placebo after a 7- to 21-day run-in period. The primary efficacy end point was change from baseline in morning peak expiratory flow (PEF); safety end points included adverse events, vital signs, and discontinuations. RESULTS: Budesonide treatment significantly improved morning PEF vs placebo; mean treatment effect (budesonide vs placebo) was 13.6 L/min (P < .0001). Budesonide also showed significant improvements vs placebo for forced expiratory volume in 1 second, evening PEF, forced expiratory flow at 25% to 75% of pulmonary volume, reliever medication use, nighttime awakenings, awakenings with reliever use, and percentage of patients with at least 15- and at least 30-L/min increase in morning PEF from baseline. The numbers of patients experiencing adverse events and discontinuations were smaller in the budesonide than in the placebo group. No serious adverse events were reported. CONCLUSION: Budesonide at 160 µg twice daily through a pMDI was generally well tolerated and significantly improved lung function, symptoms, rescue medication use, and nighttime awakenings vs placebo in children 6 to younger than 12 years with asthma and a demonstrated need for inhaled corticosteroids.


Assuntos
Asma/tratamento farmacológico , Broncodilatadores/administração & dosagem , Budesonida/administração & dosagem , Broncodilatadores/efeitos adversos , Broncodilatadores/uso terapêutico , Budesonida/efeitos adversos , Budesonida/uso terapêutico , Criança , Método Duplo-Cego , Feminino , Humanos , Masculino , Inaladores Dosimetrados , Resultado do Tratamento
10.
Respir Med ; 109(11): 1410-5, 2015 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-26475054

RESUMO

BACKGROUND: A novel, inhalation-driven, multidose dry powder inhaler (MDPI) was developed that eliminates the need to coordinate device actuation with inhalation as is required with conventional metered-dose inhalers. OBJECTIVE: To evaluate albuterol MDPI efficacy and safety in patients with exercise-induced bronchoconstriction (EIB). METHODS: This single-dose, double-blind, 2-way crossover study randomized adolescents and adults with EIB (≥20% fall from pre-exercise challenge FEV(1)) to treatment sequences of albuterol MDPI (180 µg [2 inhalations of 90 µg each])/placebo MDPI (n = 19) or the reverse sequence (n = 19). FEV(1) was measured 30 and 5 min predose, 30 min postdose (ie, 5 min before treadmill exercise challenge; baseline) and 5, 10, 15, 30, and 60 min after exercise challenge. The primary efficacy endpoint was maximum percentage fall from baseline in FEV(1) up to 60 min post-exercise challenge. RESULTS: Mean maximum percentage fall in FEV(1) within 60 min post-exercise challenge was 6.2 ± 1.4% for albuterol MDPI versus 22.4 ± 1.4% for placebo MDPI (between-treatment difference: -16.2%; 95% CI: -20.2% to -12.1%; P < 0.0001). A significantly higher percentage of albuterol MDPI-treated patients were protected against EIB (<10% maximum FEV(1) fall post-exercise challenge) versus placebo MDPI (84.2% vs 15.8%; P < 0.0001). Protection with albuterol MDPI was evident within 5 min and maintained through 30 min; recovery was complete for both groups at 60 min. Treatment with a single dose of albuterol MDPI was generally well tolerated. CONCLUSIONS: Albuterol MDPI provides clinically significant protection from EIB in adolescents and adults with EIB; no new safety issues were observed with short-term albuterol MDPI use. ClinicalTrials.gov identifier NCT01791972.


Assuntos
Albuterol/administração & dosagem , Asma Induzida por Exercício/tratamento farmacológico , Broncodilatadores/administração & dosagem , Adolescente , Adulto , Albuterol/farmacologia , Albuterol/uso terapêutico , Asma Induzida por Exercício/fisiopatologia , Broncodilatadores/farmacologia , Broncodilatadores/uso terapêutico , Estudos Cross-Over , Método Duplo-Cego , Inaladores de Pó Seco , Teste de Esforço/métodos , Feminino , Volume Expiratório Forçado/efeitos dos fármacos , Humanos , Masculino , Pessoa de Meia-Idade , Espirometria/métodos , Adulto Jovem
11.
Proteins ; 82(12): 3397-409, 2014 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-25243583

RESUMO

Computational enzyme design is an emerging field that has yielded promising success stories, but where numerous challenges remain. Accurate methods to rapidly evaluate possible enzyme design variants could provide significant value when combined with experimental efforts by reducing the number of variants needed to be synthesized and speeding the time to reach the desired endpoint of the design. To that end, extending our computational methods to model the fundamental physical-chemical principles that regulate activity in a protocol that is automated and accessible to a broad population of enzyme design researchers is essential. Here, we apply a physics-based implicit solvent MM-GBSA scoring approach to enzyme design and benchmark the computational predictions against experimentally determined activities. Specifically, we evaluate the ability of MM-GBSA to predict changes in affinity for a steroid binder protein, catalytic turnover for a Kemp eliminase, and catalytic activity for α-Gliadin peptidase variants. Using the enzyme design framework developed here, we accurately rank the most experimentally active enzyme variants, suggesting that this approach could provide enrichment of active variants in real-world enzyme design applications.


Assuntos
Proteínas de Bactérias/metabolismo , Evolução Molecular Direcionada/métodos , Modelos Moleculares , Física/métodos , Engenharia de Proteínas/métodos , Serina Endopeptidases/metabolismo , Globulina de Ligação a Hormônio Sexual/metabolismo , Automação Laboratorial , Proteínas de Bactérias/química , Proteínas de Bactérias/genética , Sítios de Ligação , Domínio Catalítico , Bases de Dados de Proteínas , Transferência de Energia , Gliadina/química , Gliadina/metabolismo , Isoxazóis/química , Isoxazóis/metabolismo , Conformação Molecular , Simulação de Dinâmica Molecular , Proteínas Mutantes/química , Proteínas Mutantes/metabolismo , Pseudomonas aeruginosa/enzimologia , Pseudomonas aeruginosa/metabolismo , Serina Endopeptidases/química , Serina Endopeptidases/genética , Globulina de Ligação a Hormônio Sexual/química , Globulina de Ligação a Hormônio Sexual/genética , Validação de Programas de Computador , Solventes/química , Especificidade por Substrato , Propriedades de Superfície
12.
Protein Eng Des Sel ; 27(10): 365-74, 2014 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-24817698

RESUMO

Protein engineering remains an area of growing importance in pharmaceutical and biotechnology research. Stabilization of a folded protein conformation is a frequent goal in projects that deal with affinity optimization, enzyme design, protein construct design, and reducing the size of functional proteins. Indeed, it can be desirable to assess and improve protein stability in order to avoid liabilities such as aggregation, degradation, and immunogenic response that may arise during development. One way to stabilize a protein is through the introduction of disulfide bonds. Here, we describe a method to predict pairs of protein residues that can be mutated to form a disulfide bond. We combine a physics-based approach that incorporates implicit solvent molecular mechanics with a knowledge-based approach. We first assign relative weights to the terms that comprise our scoring function using a genetic algorithm applied to a set of 75 wild-type structures that each contains a disulfide bond. The method is then tested on a separate set of 13 engineered proteins comprising 15 artificial stabilizing disulfides introduced via site-directed mutagenesis. We find that the native disulfide in the wild-type proteins is scored well, on average (within the top 6% of the reasonable pairs of residues that could form a disulfide bond) while 6 out of the 15 artificial stabilizing disulfides scored within the top 13% of ranked predictions. Overall, this suggests that the physics-based approach presented here can be useful for triaging possible pairs of mutations for disulfide bond formation to improve protein stability.


Assuntos
Dissulfetos/química , Proteínas/química , Cisteína/química , Modelos Moleculares , Conformação Proteica , Engenharia de Proteínas , Estabilidade Proteica , Termodinâmica
13.
Allergy Asthma Proc ; 35(2): 126-33, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-24717789

RESUMO

Exercise-induced bronchoconstriction (EIB) describes the condition whereby exercise causes airflow obstruction that lasts for up to 90 minutes without treatment. This double-blind, placebo-controlled, five-way crossover study investigated the dose response and duration of action of a 5-lipoxygenase-activating protein inhibitor, GSK2190915, to inhibit EIB in subjects with asthma. Forty-seven subjects with EIB were enrolled. Exercise challenge testing was scheduled at 2, 9.5, and 24 hours after receiving a single dose of GSK2190915 (10, 50, 100, and 200 mg) or placebo in randomized order. GSK2190915 at 200 and 100 mg significantly attenuated the response to exercise at 2 and 9.5 hours postdose, respectively, compared with placebo. The adjusted mean maximum percentage change from baseline forced expiratory volume at 1 second within 60 minutes postexercise challenge (FEV1 (0-60)) treatment difference for GSK2190915 at 200 mg compared with placebo at 2 hours postdose was 6.30% (95% CI, 3.06, 9.54), corresponding to a 40% attenuation of the placebo response to exercise; the treatment difference between GSK2190915 at 100 mg and placebo at 9.5 hours postdose was 3.49% (95% CI, 1.02, 5.95), corresponding to a 41% attenuation of the placebo response to exercise. No significant effect was seen at 24 hours postdose with any dose; however, investigation of statistically significant treatment-related effects at this time point was limited because of the small fall in adjusted mean FEV1 (0-60) (-7.61%; 95% CI, -10.23, -4.99) after placebo. GSK2190915 may be of benefit in EIB prevention. GSK Clinical Study LPA112025; ClinicalTrials.gov identifier number: NCT00812929.


Assuntos
Inibidores da Proteína Ativadora de 5-Lipoxigenase/uso terapêutico , Broncopatias/tratamento farmacológico , Broncopatias/etiologia , Exercício Físico , Indóis/uso terapêutico , Ácidos Pentanoicos/uso terapêutico , Inibidores da Proteína Ativadora de 5-Lipoxigenase/farmacologia , Adulto , Asma , Constrição Patológica , Estudos Cross-Over , Teste de Esforço , Feminino , Volume Expiratório Forçado/efeitos dos fármacos , Humanos , Indóis/farmacologia , Masculino , Ácidos Pentanoicos/farmacologia , Resultado do Tratamento , Adulto Jovem
14.
Proteins ; 82(8): 1646-55, 2014 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-24619874

RESUMO

We present the blinded prediction results in the Second Antibody Modeling Assessment (AMA-II) using a fully automatic antibody structure prediction method implemented in the programs BioLuminate and Prime. We have developed a novel knowledge based approach to model the CDR loops, using a combination of sequence similarity, geometry matching, and the clustering of database structures. The homology models are further optimized with a physics-based energy function (VSGB2.0), which improves the model quality significantly. H3 loop modeling remains the most challenging task. Our ab initio loop prediction performs well for the H3 loop in the crystal structure context, and allows improved results when refining the H3 loops in the context of homology models. For the 10 human and mouse derived antibodies in this assessment, the average RMSDs for the homology model Fv and framework regions are 1.19 Å and 0.74 Å, respectively. The average RMSDs for five non-H3 CDR loops range from 0.61 Å to 1.05 Å, and the H3 loop average RMSD is 2.91 Å using our knowledge-based loop prediction approach. The ab initio H3 loop predictions yield an average RMSD of 1.28 Å when performed in the context of the crystal structure and 2.67 Å in the context of the homology modeled structure. Notably, our method for predicting the H3 loop in the crystal structure environment ranked first among the seven participating groups in AMA-II, and our method made the best prediction among all participants for seven of the ten targets.


Assuntos
Anticorpos/química , Cadeias Pesadas de Imunoglobulinas/química , Região Variável de Imunoglobulina/química , Modelos Moleculares , Animais , Regiões Determinantes de Complementaridade/química , Cristalografia por Raios X , Bases de Dados de Proteínas , Humanos , Camundongos , Conformação Proteica , Homologia Estrutural de Proteína , Termodinâmica
15.
PLoS One ; 8(12): e82849, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-24340062

RESUMO

Predicting changes in protein binding affinity due to single amino acid mutations helps us better understand the driving forces underlying protein-protein interactions and design improved biotherapeutics. Here, we use the MM-GBSA approach with the OPLS2005 force field and the VSGB2.0 solvent model to calculate differences in binding free energy between wild type and mutant proteins. Crucially, we made no changes to the scoring model as part of this work on protein-protein binding affinity--the energy model has been developed for structure prediction and has previously been validated only for calculating the energetics of small molecule binding. Here, we compare predictions to experimental data for a set of 418 single residue mutations in 21 targets and find that the MM-GBSA model, on average, performs well at scoring these single protein residue mutations. Correlation between the predicted and experimental change in binding affinity is statistically significant and the model performs well at picking "hotspots," or mutations that change binding affinity by more than 1 kcal/mol. The promising performance of this physics-based method with no tuned parameters for predicting binding energies suggests that it can be transferred to other protein engineering problems.


Assuntos
Aminoácidos/química , Biologia Computacional/métodos , Mutação , Algoritmos , Animais , Simulação por Computador , Análise Mutacional de DNA , Humanos , Ligação de Hidrogênio , Modelos Moleculares , Ligação Proteica , Mapeamento de Interação de Proteínas , Estrutura Secundária de Proteína , Software , Solventes , Termodinâmica
16.
Clin Ther ; 35(7): 950-66, 2013 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-23870606

RESUMO

OBJECTIVES: This study investigated the efficacy and tolerability of a new asthma therapy combining fluticasone propionate and formoterol fumarate (fluticasone/formoterol)*, administered twice daily (BID) via a single aerosol inhaler, compared with fluticasone propionate (fluticasone) or formoterol fumarate (formoterol) administered alone, in patients with mild to moderate asthma. METHODS: Patients aged ≥12 years were evenly randomized to 12 weeks of treatment with fluticasone/formoterol (100/10 µg BID), fluticasone (100 µg BID), or formoterol (10 µg BID), in this multicenter, double-blind, parallel-group, study. The 2 coprimary end points were: (1) change in forced expiratory volume in 1 second (FEV(1)) from morning predose at baseline to predose at week 12 for the comparison of the combination product with formoterol alone; and (2) change in FEV(1) from morning predose at baseline to 2 hours postdose at week 12 for the comparison of the combination product with fluticasone alone. The secondary objective was to demonstrate the efficacy of fluticasone/formoterol using other pulmonary function tests and clinical end points. Tolerability was assessed based on adverse events, clinical laboratory tests and vital sign evaluations. RESULTS: Statistically significant differences were demonstrated for the 2 coprimary end points. Fluticasone/formoterol combination therapy showed significantly greater improvements from baseline to end of study in the change in predose FEV(1) compared with formoterol (least squares [LS] mean treatment difference, 0.118 L [95% CI, 0.034-0.201; P = 0.006]) and the change in predose compared with 2 hours postdose FEV(1) versus fluticasone (LS mean treatment difference, 0.122 L [95% CI, 0.040-0.204; P = 0.004]). Statistical analyses of the secondary efficacy endpoints revealed that evaluations of lung function, asthma exacerbations, asthma symptoms, rescue medication use and asthma control were supportive overall of the superior efficacy of fluticasone/formoterol combination therapy compared with its individual components; were supportive overall of the efficacy of fluticasone/formoterol combination therapy compared with its individual components. Since the secondary endpoints were analyzed using the sequential gatekeeper approach, only the mean change from baseline to final week in morning peak expiratory flow rate between the combination-therapy and formoterol groups returned statistically significant results (least squares mean difference, 20.05 [95% CI, 7.631-32.472; P = 0.002]). The fluticasone/formoterol combination therapy had a good tolerability profile over the 12-week treatment period. CONCLUSIONS: Fluticasone/formoterol had a good tolerability profile and showed statistically superior efficacy for the two co-primary endpoints compared to fluticasone or formoterol, in adolescents and adults with mild to moderate asthma. ClinicalTrials.gov identifier: NCT00394199.


Assuntos
Androstadienos/uso terapêutico , Asma/tratamento farmacológico , Broncodilatadores/uso terapêutico , Etanolaminas/uso terapêutico , Adolescente , Adulto , Androstadienos/administração & dosagem , Androstadienos/efeitos adversos , Broncodilatadores/administração & dosagem , Broncodilatadores/efeitos adversos , Método Duplo-Cego , Esquema de Medicação , Quimioterapia Combinada/efeitos adversos , Etanolaminas/administração & dosagem , Etanolaminas/efeitos adversos , Feminino , Fluticasona , Fumarato de Formoterol , Humanos , Masculino
17.
N Engl J Med ; 368(26): 2455-66, 2013 Jun 27.
Artigo em Inglês | MEDLINE | ID: mdl-23688323

RESUMO

BACKGROUND: Moderate-to-severe asthma remains poorly treated. We evaluated the efficacy and safety of dupilumab (SAR231893/REGN668), a fully human monoclonal antibody to the alpha subunit of the interleukin-4 receptor, in patients with persistent, moderate-to-severe asthma and elevated eosinophil levels. METHODS: We enrolled patients with persistent, moderate-to-severe asthma and a blood eosinophil count of at least 300 cells per microliter or a sputum eosinophil level of at least 3% who used medium-dose to high-dose inhaled glucocorticoids plus long-acting beta-agonists (LABAs). We administered dupilumab (300 mg) or placebo subcutaneously once weekly. Patients were instructed to discontinue LABAs at week 4 and to taper and discontinue inhaled glucocorticoids during weeks 6 through 9. Patients received the study drug for 12 weeks or until a protocol-defined asthma exacerbation occurred. The primary end point was the occurrence of an asthma exacerbation; secondary end points included a range of measures of asthma control. Effects on various type 2 helper T-cell (Th2)-associated biomarkers and safety and tolerability were also evaluated. RESULTS: A total of 52 patients were assigned to the dupilumab group, and 52 patients were assigned to the placebo group. Baseline characteristics were similar in the two groups. Three patients had an asthma exacerbation with dupilumab (6%) versus 23 with placebo (44%), corresponding to an 87% reduction with dupilumab (odds ratio, 0.08; 95% confidence interval, 0.02 to 0.28; P<0.001). Significant improvements were observed for most measures of lung function and asthma control. Dupilumab reduced biomarkers associated with Th2-driven inflammation. Injection-site reactions, nasopharyngitis, nausea, and headache occurred more frequently with dupilumab than with placebo. CONCLUSIONS: In patients with persistent, moderate-to-severe asthma and elevated eosinophil levels who used inhaled glucocorticoids and LABAs, dupilumab therapy, as compared with placebo, was associated with fewer asthma exacerbations when LABAs and inhaled glucocorticoids were withdrawn, with improved lung function and reduced levels of Th2-associated inflammatory markers. (Funded by Sanofi and Regeneron Pharmaceuticals; ClinicalTrials.gov number, NCT01312961.).


Assuntos
Antiasmáticos/uso terapêutico , Anticorpos Monoclonais/uso terapêutico , Asma/tratamento farmacológico , Eosinofilia/complicações , Subunidade alfa de Receptor de Interleucina-4/imunologia , Adolescente , Agonistas Adrenérgicos beta/uso terapêutico , Adulto , Idoso , Antiasmáticos/efeitos adversos , Antiasmáticos/farmacologia , Anticorpos Monoclonais/efeitos adversos , Anticorpos Monoclonais/farmacologia , Anticorpos Monoclonais Humanizados , Asma/imunologia , Asma/fisiopatologia , Biomarcadores/sangue , Feminino , Volume Expiratório Forçado , Glucocorticoides/uso terapêutico , Humanos , Injeções Subcutâneas , Análise de Intenção de Tratamento , Contagem de Leucócitos , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Avaliação de Resultados em Cuidados de Saúde , Células Th2 , Adulto Jovem
18.
Chem Biol ; 18(7): 891-906, 2011 Jul 29.
Artigo em Inglês | MEDLINE | ID: mdl-21802010

RESUMO

Target identification remains challenging for the field of chemical biology. We describe an integrative chemical genomic and proteomic approach combining the use of differentially active analogs of small molecule probes with stable isotope labeling by amino acids in cell culture-mediated affinity enrichment, followed by subsequent testing of candidate targets using RNA interference-mediated gene silencing. We applied this approach to characterizing the natural product K252a and its ability to potentiate neuregulin-1 (Nrg1)/ErbB4 (v-erb-a erythroblastic leukemia viral oncogene homolog 4)-dependent neurotrophic factor signaling and neuritogenesis. We show that AAK1 (adaptor-associated kinase 1) is a relevant target of K252a, and that the loss of AAK1 alters ErbB4 trafficking and expression levels, providing evidence for a previously unrecognized role for AAK1 in Nrg1-mediated neurotrophic factor signaling. Similar strategies should lead to the discovery of novel targets for therapeutic development.


Assuntos
Receptores ErbB/metabolismo , Fatores de Crescimento Neural/metabolismo , Neuregulina-1/metabolismo , Proteínas Serina-Treonina Quinases/metabolismo , Animais , Carbazóis/metabolismo , Receptores ErbB/genética , Técnicas de Silenciamento de Genes , Genômica/métodos , Humanos , Alcaloides Indólicos/metabolismo , Modelos Moleculares , Fatores de Crescimento Neural/genética , Neuregulina-1/genética , Neuritos/metabolismo , Células PC12 , Proteínas Serina-Treonina Quinases/genética , Proteômica/métodos , Ratos , Receptor ErbB-4 , Transdução de Sinais
19.
BMC Pulm Med ; 11: 14, 2011 Feb 28.
Artigo em Inglês | MEDLINE | ID: mdl-21356110

RESUMO

BACKGROUND: Interleukin-9 (IL-9)-targeted therapies may offer a novel approach for treating asthmatics. Two randomized placebo-controlled studies were conducted to assess the safety profile and potential efficacy of multiple subcutaneous doses of MEDI-528, a humanized anti-IL-9 monoclonal antibody, in asthmatics. METHODS: Study 1: adults (18-65 years) with mild asthma received MEDI-528 (0.3, 1, 3 mg/kg) or placebo subcutaneously twice weekly for 4 weeks. Study 2: adults (18-50 years) with stable, mild to moderate asthma and exercise-induced bronchoconstriction received 50 mg MEDI-528 or placebo subcutaneously twice weekly for 4 weeks. Adverse events (AEs), pharmacokinetics (PK), immunogenicity, asthma control (including asthma exacerbations), and exercise challenge test were evaluated in study 1, study 2, or both. RESULTS: In study 1 (N = 36), MEDI-528 showed linear serum PK; no anti-MEDI-528 antibodies were detected. Asthma control: 1/27 MEDI-528-treated subjects had 1 asthma exacerbation, and 2/9 placebo-treated subjects had a total of 4 asthma exacerbations (one considered a serious AE). In study 2, MEDI-528 (n = 7) elicited a trend in the reduction in mean maximum decrease in FEV1 post-exercise compared to placebo (n = 2) (-6.49% MEDI-528 vs -12.60% placebo; -1.40% vs -20.10%; -5.04% vs -15.20% at study days 28, 56, and 150, respectively). Study 2 was halted prematurely due to a serious AE in an asymptomatic MEDI-528-treated subject who had an abnormal brain magnetic resonance imaging that was found to be an artifact on further evaluation. CONCLUSIONS: In these studies, MEDI-528 showed an acceptable safety profile and findings suggestive of clinical activity that support continued study in subjects with mild to moderate asthma.


Assuntos
Anticorpos Monoclonais/efeitos adversos , Anticorpos Monoclonais/uso terapêutico , Asma/tratamento farmacológico , Interleucina-9/imunologia , Adolescente , Adulto , Anticorpos Monoclonais/administração & dosagem , Anticorpos Monoclonais Humanizados , Asma/fisiopatologia , Asma Induzida por Exercício/tratamento farmacológico , Asma Induzida por Exercício/fisiopatologia , Relação Dose-Resposta a Droga , Método Duplo-Cego , Efeitos Colaterais e Reações Adversas Relacionados a Medicamentos , Feminino , Humanos , Injeções Subcutâneas , Interleucina-9/antagonistas & inibidores , Masculino , Pessoa de Meia-Idade , Qualidade de Vida , Testes de Função Respiratória , Resultado do Tratamento , Adulto Jovem
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