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1.
J Chem Inf Model ; 62(22): 5622-5633, 2022 11 28.
Artigo em Inglês | MEDLINE | ID: mdl-36351167

RESUMO

The development of accurate transferable force fields is key to realizing the full potential of atomistic modeling in the study of biological processes such as protein-ligand binding for drug discovery. State-of-the-art transferable force fields, such as those produced by the Open Force Field Initiative, use modern software engineering and automation techniques to yield accuracy improvements. However, force field torsion parameters, which must account for many stereoelectronic and steric effects, are considered to be less transferable than other force field parameters and are therefore often targets for bespoke parametrization. Here, we present the Open Force Field QCSubmit and BespokeFit software packages that, when combined, facilitate the fitting of torsion parameters to quantum mechanical reference data at scale. We demonstrate the use of QCSubmit for simplifying the process of creating and archiving large numbers of quantum chemical calculations, by generating a dataset of 671 torsion scans for druglike fragments. We use BespokeFit to derive individual torsion parameters for each of these molecules, thereby reducing the root-mean-square error in the potential energy surface from 1.1 kcal/mol, using the original transferable force field, to 0.4 kcal/mol using the bespoke version. Furthermore, we employ the bespoke force fields to compute the relative binding free energies of a congeneric series of inhibitors of the TYK2 protein, and demonstrate further improvements in accuracy, compared to the base force field (MUE reduced from 0.560.390.77 to 0.420.280.59 kcal/mol and R2 correlation improved from 0.720.350.87 to 0.930.840.97).


Assuntos
Proteínas , Software , Ligantes , Proteínas/química , Entropia , Ligação Proteica
2.
J Chem Inf Model ; 62(23): 6094-6104, 2022 Dec 12.
Artigo em Inglês | MEDLINE | ID: mdl-36433835

RESUMO

Force fields form the basis for classical molecular simulations, and their accuracy is crucial for the quality of, for instance, protein-ligand binding simulations in drug discovery. The huge diversity of small-molecule chemistry makes it a challenge to build and parameterize a suitable force field. The Open Force Field Initiative is a combined industry and academic consortium developing a state-of-the-art small-molecule force field. In this report, industry members of the consortium worked together to objectively evaluate the performance of the force fields (referred to here as OpenFF) produced by the initiative on a combined public and proprietary dataset of 19,653 relevant molecules selected from their internal research and compound collections. This evaluation was important because it was completely blind; at most partners, none of the molecules or data were used in force field development or testing prior to this work. We compare the Open Force Field "Sage" version 2.0.0 and "Parsley" version 1.3.0 with GAFF-2.11-AM1BCC, OPLS4, and SMIRNOFF99Frosst. We analyzed force-field-optimized geometries and conformer energies compared to reference quantum mechanical data. We show that OPLS4 performs best, and the latest Open Force Field release shows a clear improvement compared to its predecessors. The performance of established force fields such as GAFF-2.11 was generally worse. While OpenFF researchers were involved in building the benchmarking infrastructure used in this work, benchmarking was done entirely in-house within industrial organizations and the resulting assessment is reported here. This work assesses the force field performance using separate benchmarking steps, external datasets, and involving external research groups. This effort may also be unique in terms of the number of different industrial partners involved, with 10 different companies participating in the benchmark efforts.


Assuntos
Proteínas , Termodinâmica , Ligantes , Proteínas/química , Fenômenos Físicos
3.
Phys Chem Chem Phys ; 24(28): 17014-17027, 2022 Jul 21.
Artigo em Inglês | MEDLINE | ID: mdl-35792069

RESUMO

The scale of the parameter optimisation problem in traditional molecular mechanics force field construction means that design of a new force field is a long process, and sub-optimal choices made in the early stages can persist for many generations. We hypothesise that careful use of quantum mechanics to inform molecular mechanics parameter derivation (QM-to-MM mapping) should be used to significantly reduce the number of parameters that require fitting to experiment and increase the pace of force field development. Here, we design and train a collection of 15 new protocols for small, organic molecule force field derivation, and test their accuracy against experimental liquid properties. Our best performing model has only seven fitting parameters, yet achieves mean unsigned errors of just 0.031 g cm-3 and 0.69 kcal mol-1 in liquid densities and heats of vaporisation, compared to experiment. The software required to derive the designed force fields is freely available at https://github.com/qubekit/QUBEKit.


Assuntos
Teoria Quântica , Software , Simulação de Dinâmica Molecular
4.
J Chem Inf Model ; 61(5): 2124-2130, 2021 05 24.
Artigo em Inglês | MEDLINE | ID: mdl-33886305

RESUMO

The quantum mechanical bespoke (QUBE) force-field approach has been developed to facilitate the automated derivation of potential energy function parameters for modeling protein-ligand binding. To date, the approach has been validated in the context of Monte Carlo simulations of protein-ligand complexes. We describe here the implementation of the QUBE force field in the alchemical free-energy calculation molecular dynamics simulation package SOMD. The implementation is validated by demonstrating the reproducibility of absolute hydration free energies computed with the QUBE force field across the SOMD and GROMACS software packages. We further demonstrate, by way of a case study involving two series of non-nucleoside inhibitors of HIV-1 reverse transcriptase, that the availability of QUBE in a modern simulation package that makes efficient use of graphics processing unit acceleration will facilitate high-throughput alchemical free-energy calculations.


Assuntos
Simulação de Dinâmica Molecular , Entropia , Ligantes , Reprodutibilidade dos Testes , Termodinâmica
5.
J Chem Phys ; 155(20): 204801, 2021 Nov 28.
Artigo em Inglês | MEDLINE | ID: mdl-34852489

RESUMO

Community efforts in the computational molecular sciences (CMS) are evolving toward modular, open, and interoperable interfaces that work with existing community codes to provide more functionality and composability than could be achieved with a single program. The Quantum Chemistry Common Driver and Databases (QCDB) project provides such capability through an application programming interface (API) that facilitates interoperability across multiple quantum chemistry software packages. In tandem with the Molecular Sciences Software Institute and their Quantum Chemistry Archive ecosystem, the unique functionalities of several CMS programs are integrated, including CFOUR, GAMESS, NWChem, OpenMM, Psi4, Qcore, TeraChem, and Turbomole, to provide common computational functions, i.e., energy, gradient, and Hessian computations as well as molecular properties such as atomic charges and vibrational frequency analysis. Both standard users and power users benefit from adopting these APIs as they lower the language barrier of input styles and enable a standard layout of variables and data. These designs allow end-to-end interoperable programming of complex computations and provide best practices options by default.

6.
BMC Cancer ; 20(1): 229, 2020 Mar 17.
Artigo em Inglês | MEDLINE | ID: mdl-32183719

RESUMO

BACKGROUND: Although checkpoint blockades have become widely used, the immunological impact in cancer patients, especially those with oral cavity squamous cell carcinoma (OCSCC), has not been well studied. METHODS: The present study assessed the immunological impact of anti-PD-1 (nivolumab) treatment in 10 patients with OCSCC. This involved phenotypic analyses of peripheral blood T-cell subpopulations and their expression of immune mediators prior to and following nivolumab treatment. The focus was on immunological effects of treatment without regard to possible clinical responses. RESULTS: Nivolumab caused a decline in the frequency of blood CD4+ cells but did not affect their expression of IFN-γ. However, nivolumab increased the proportion of CD4+ cells expressing the Treg-supporting factor Foxp3. Nivolumab treatment caused an increase in the proportion of CD8+ cells. While their expression of granzyme B increased, it did not attain significance. Analyses of CD8+ cell subpopulations showed nivolumab caused an increase in levels of unconventional CD8dimCD3+ T-cells. It also caused an increase in expression of granzyme B by these unconventional T-cells as well as by the conventional CD8hiCD3+ cells. The CD8hiCD3+ subpopulation also had a near-significant increase in IFN-γ expression. Treatment with nivolumab had no effect on the levels of the NK containing CD8dimCD3- subpopulation of cells or their expression of IFN-γ or granzyme B. CONCLUSIONS: These results show nivolumab causes opposing effects on CD4+ and CD8+ cell populations, with CD4+ cell levels declining but increasing the proportion of Treg cells, and unconventional CD8+ T-cell levels increasing with increased expression of immune mediators by CD8+ T-cell subpopulations.


Assuntos
Antineoplásicos Imunológicos/uso terapêutico , Carcinoma de Células Escamosas/tratamento farmacológico , Carcinoma de Células Escamosas/imunologia , Neoplasias Bucais/tratamento farmacológico , Neoplasias Bucais/imunologia , Nivolumabe/uso terapêutico , Idoso , Linfócitos T CD4-Positivos/imunologia , Linfócitos T CD8-Positivos/imunologia , Feminino , Humanos , Imunoterapia , Masculino , Pessoa de Meia-Idade , Linfócitos T Reguladores/imunologia
7.
J Chem Inf Model ; 59(4): 1366-1381, 2019 04 22.
Artigo em Inglês | MEDLINE | ID: mdl-30742438

RESUMO

Modern molecular mechanics force fields are widely used for modeling the dynamics and interactions of small organic molecules using libraries of transferable force field parameters. However, for molecules outside the training set, the parameters are potentially inaccurate and it may be preferable to derive molecule-specific parameters. Here we present an intuitive parameter derivation toolkit, QUBEKit (QUantum mechanical BEspoke Kit), which enables the automated generation of system-specific small molecule force field parameters directly from quantum mechanics. QUBEKit is written in python and combines bond, angle, torsion, charge, and Lennard-Jones parameter derivation methodologies alongside a method for deriving the positions and charges of off-center virtual sites from the partitioned quantum mechanical electron density. As a proof of concept, we have rederived a complete set of parameters for 109 small organic molecules and assessed the accuracy by comparing computed liquid properties with experiments. QUBEKit gives competitive results when compared to standard transferable force fields, with mean unsigned errors of 0.024 g/cm3, 0.79 kcal/mol, and 1.17 kcal/mol for the liquid density, heat of vaporization, and free energy of hydration, respectively. This indicates that the derived parameters are suitable for molecular modeling applications, including computer-aided drug design.


Assuntos
Quimioinformática/métodos , Teoria Quântica , Software , Automação , Modelos Moleculares , Conformação Molecular
8.
J Craniofac Surg ; 30(2): 554-556, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-30676445

RESUMO

The authors sought to compare hospital utilization and complications in patients undergoing pharyngeal flap (PF) or sphincter pharyngoplasty (SP) for velopharyngeal insufficiency (VPI). A retrospective analysis of the 2014 and 2015 American College of Surgeons National Surgical Quality Improvement Project-Pediatrics (ACS NSQIP-P) was performed. Current procedural terminology codes were used to identify children undergoing PF (42225, 42226) and SP (42950) for VPI (International Classification of Diseases version 9: 478.29, 528.9, or 750.29). Four hundred forty-six patients were treated for VPI with either PF (n = 250) or SP (n = 196). The groups were demographically similar in age, gender, race, and preoperative comorbidity. Pharyngeal flap was performed less often as an outpatient procedure than SP (96/250 [38.4%] vs 130/196 [66.3%], P < 0.0001) and had a longer total length of hospital stay (mean 1.76 ±â€Š1.29 vs 0.98 ±â€Š0.91 days, P < 0.0001). No difference in total complications (10/250 [4.0%] vs 3/196 [1.5%], P = 0.124) was identified. The reduction in hospital resource utilization (fewer admissions, shorter length of stay) is notable. No difference in complications was identified between the 2 procedures.


Assuntos
Faringe/cirurgia , Procedimentos de Cirurgia Plástica/estatística & dados numéricos , Retalhos Cirúrgicos/estatística & dados numéricos , Insuficiência Velofaríngea/cirurgia , Criança , Pré-Escolar , Feminino , Humanos , Masculino , Complicações Pós-Operatórias , Melhoria de Qualidade , Procedimentos de Cirurgia Plástica/efeitos adversos , Procedimentos de Cirurgia Plástica/métodos , Estudos Retrospectivos , Resultado do Tratamento , Estados Unidos
9.
Dysphagia ; 33(5): 655-661, 2018 10.
Artigo em Inglês | MEDLINE | ID: mdl-29464395

RESUMO

The objective of this study was to determine temporal trends of dysphagia diagnoses in hospitalized children. This is a retrospective observational study from the 1997-2012 Kids' Inpatient Database (KID) conducted in the setting of weighted hospitalizations in a KID participating center. More than 6 million pediatric admissions were captured in each triennial KID report. Main outcomes included triennial rates of dysphagia diagnosis in hospitalized pediatric patients, and secondary outcomes included rates of dysphagia in premature and low-birthweight infants. Dysphagia diagnoses were coded in 5107/6607653 (0.08%) of these admissions in 1997, rising to 27,464/6,675,222 (0.41%) in 2012 (p < 0.001). The portion of these diagnoses in premature neonates has been increasing over time from 162/9551 (1.7%) in 2003 to 1027/27,464 (3.7%) by 2012 (p < 0.001). Similarly, low-birthweight children constituted 40/5107 (0.8%) of dysphagia diagnoses in 1997, a number that increased to 762/27,464 (2.8%) in 2012. Rates of dysphagia are increasing nationally, particularly in premature and low-birthweight infants, which may represent an increase alongside other neuroanatomic abnormalities. This growing problem illustrates the need for better data on the comparative efficacy of diagnostic and treatment modalities.


Assuntos
Transtornos de Deglutição/epidemiologia , Pacientes Internados/estatística & dados numéricos , Adolescente , Criança , Pré-Escolar , Bases de Dados Factuais , Feminino , Hospitalização , Humanos , Lactente , Recém-Nascido , Masculino , Estudos Retrospectivos , Estados Unidos , Adulto Jovem
10.
J Vasc Surg ; 65(6): 1673-1679, 2017 06.
Artigo em Inglês | MEDLINE | ID: mdl-28527929

RESUMO

OBJECTIVE: This study examined the relationship between two new variables, tumor distance to base of skull (DTBOS) and tumor volume, with complications of carotid body tumor (CBT) resection, including bleeding and cranial nerve injury. METHODS: Patients who underwent CBT resection between 2004 and 2014 were studied using a standardized, multi-institutional database. Demographic, perioperative, and outcomes data were collected. CBT measurements were determined from computed tomography, magnetic resonance imaging, and ultrasound examination. RESULTS: There were 356 CBTs resected in 332 patients (mean age, 51 years; 72% female); 32% were classified as Shamblin I, 43% as Shamblin II, and 23% as Shamblin III. The mean DTBOS was 3.3 cm (standard deviation [SD], 2.1; range, 0-10), and the mean tumor volume was 209.7 cm3 (SD, 266.7; range, 1.1-1642.0 cm3). The mean estimated blood loss (EBL) was 257 mL (SD, 426; range, 0-3500 mL). Twenty-four percent of patients had cranial nerve injuries. The most common cranial nerves injured were the hypoglossal (10%), vagus (11%), and superior laryngeal (5%) nerves. Both Shamblin grade and DTBOS were statistically significantly correlated with EBL of surgery and cranial nerve injuries, whereas tumor volume was statistically significantly correlated with EBL. The logistic model for predicting blood loss and cranial nerve injury with all three variables-Shamblin, DTBOS, and volume (R2 = 0.171, 0.221, respectively)-was superior to a model with Shamblin alone (R2 = 0.043, 0.091, respectively). After adjusting for Shamblin grade and volume, every 1-cm decrease in DTBOS was associated with 1.8 times increase in risk of >250 mL of blood loss (95% confidence interval, 1.25-2.55) and 1.5 times increased risk of cranial nerve injury (95% confidence interval, 1.19-1.92). CONCLUSIONS: This large study of CBTs demonstrates the value of preoperatively determining tumor dimensions and how far the tumor is located from the base of the skull. DTBOS and tumor volume, when used in combination with the Shamblin grade, better predict bleeding and cranial nerve injury risk. Furthermore, surgical resection before expansion toward the base of the skull reduces complications as every 1-cm decrease in the distance to the skull base results in 1.8 times increase in >250 mL of blood loss and 1.5 times increased risk of cranial nerve injury.


Assuntos
Perda Sanguínea Cirúrgica , Tumor do Corpo Carotídeo/cirurgia , Traumatismos dos Nervos Cranianos/etiologia , Procedimentos Cirúrgicos Vasculares/efeitos adversos , Adulto , Idoso , Idoso de 80 Anos ou mais , Pontos de Referência Anatômicos , Brasil , Tumor do Corpo Carotídeo/complicações , Tumor do Corpo Carotídeo/diagnóstico por imagem , Tumor do Corpo Carotídeo/patologia , Colômbia , Angiografia por Tomografia Computadorizada , Traumatismos dos Nervos Cranianos/diagnóstico , Bases de Dados Factuais , Europa (Continente) , Feminino , Hong Kong , Humanos , Modelos Logísticos , Angiografia por Ressonância Magnética , Masculino , México , Pessoa de Meia-Idade , Razão de Chances , Estudos Retrospectivos , Medição de Risco , Fatores de Risco , Base do Crânio/diagnóstico por imagem , Resultado do Tratamento , Carga Tumoral , Ultrassonografia , Estados Unidos , Adulto Jovem
11.
Biochim Biophys Acta ; 1854(8): 1001-9, 2015 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-25936776

RESUMO

Benzoylformate decarboxylase (BFDC) is a thiamin diphosphate (ThDP)-dependent enzyme that catalyzes the nonoxidative decarboxylation of benzoylformate. It is the penultimate enzyme in both the mandelate pathway and the d-phenylglycine degradation pathway. The ThDP-dependent Enzyme Engineering Database (TEED) now lists more than 800 sequences annotated as BFDCs, including one from Mycobacterium smegmatis (MsBFDC). However, there is no evidence that either pathway for benzoylformate formation exists in the M. smegmatis genome. Further, sequence alignments of MsBFDC with the well characterized enzyme isolated from Pseudomonas putida (PpBFDC) indicate that there will be active site substitutions in MsBFDC likely to reduce activity with benzoylformate. Taken together these data would suggest that the annotation is unlikely to be correct. To test this hypothesis the putative MsBFDC was cloned, expressed, purified, and the X-ray structure was solved to a resolution of 2.2Å. While showing no evidence for ThDP in the active site, the structure was very similar to that of PpBFDC. A number of 2-oxo acids were tested as substrates. For MsBFDC the K(m) value for benzoylformate was ~23 mM, nearly 100-fold greater than that of PpBFDC while the k(cat) value was reduced 60-fold. These values would suggest that benzoylformate is not the physiological substrate for this enzyme, and that annotation as a 2-oxo acid decarboxylase may be more appropriate.


Assuntos
Proteínas de Bactérias/química , Carboxiliases/química , Glioxilatos/química , Ácidos Mandélicos/química , Mycobacterium smegmatis/enzimologia , Tiamina Pirofosfato/química , Proteínas de Bactérias/genética , Proteínas de Bactérias/metabolismo , Carboxiliases/genética , Carboxiliases/metabolismo , Domínio Catalítico , Cristalografia por Raios X , Glioxilatos/metabolismo , Cinética , Ácidos Mandélicos/metabolismo , Mycobacterium smegmatis/genética , Tiamina Pirofosfato/metabolismo
12.
JAMA ; 316(7): 754-63, 2016 Aug 16.
Artigo em Inglês | MEDLINE | ID: mdl-27533160

RESUMO

IMPORTANCE: Acute aortic syndrome (AAS), a potentially fatal pathologic process within the aortic wall, should be suspected in patients presenting with severe thoracic pain and hypertension. AAS, including aortic dissection (approximately 90% of cases) and intramural hematoma, may be complicated by poor perfusion, aneurysm, or uncontrollable pain and hypertension. AAS is uncommon (approximately 3.5-6.0 per 100,000 patient-years) but rapid diagnosis is imperative as an emergency surgical procedure is frequently necessary. OBJECTIVE: To systematically review the current evidence on diagnosis and treatment of AAS. EVIDENCE REVIEW: Searches of MEDLINE, EMBASE, and the Cochrane Register of Controlled Trials for articles on diagnosis and treatment of AAS from June 1994 to January 29, 2016, were performed. Only clinical trials and prospective observational studies of 10 or more patients were included. Eighty-two studies (2 randomized clinical trials and 80 observational) describing 57,311 patients were reviewed. FINDINGS: Chest or back pain was the most commonly reported presenting symptom of AAS (61.6%-84.8%). Patients were typically aged 60 to 70 years, male (50%-81%), and had hypertension (45%-100%). Sensitivities of computerized tomography and magnetic resonance imaging for diagnosis of AAS were 100% and 95% to 100%, respectively. Transesophageal echocardiography was 86% to 100% sensitive, whereas D-dimer was 51.7% to 100% sensitive and 32.8% to 89.2% specific among 6 studies (n = 876). An immediate open surgical procedure is needed for dissection of the ascending aorta, given the high mortality (26%-58%) and proximity to the aortic valve and great vessels (with potential for dissection complications such as tamponade). An RCT comparing endovascular surgical procedure to medical management for uncomplicated AAS in the descending aorta (n = 61) revealed no dissection-related deaths in either group. Endovascular surgical procedure was better than medical treatment (97% vs 43%, P < .001) for the primary end point of "favorable aortic remodeling" (false lumen thrombosis and no aortic dilation or rupture). The remaining evidence on therapies was observational, introducing significant selection bias. CONCLUSIONS AND RELEVANCE: Because of the high mortality rate, AAS should be considered and diagnosed promptly in patients presenting with acute chest or back pain and high blood pressure. Computerized tomography, magnetic resonance imaging, and transesophageal echocardiography are reliable tools for diagnosing AAS. Available data suggest that open surgical repair is optimal for treating type A (ascending aorta) AAS, whereas thoracic endovascular aortic repair may be optimal for treating type B (descending aorta) AAS. However, evidence is limited by the paucity of randomized trials.


Assuntos
Aneurisma Aórtico/diagnóstico , Doenças da Aorta/diagnóstico , Dissecção Aórtica/diagnóstico , Hematoma/diagnóstico , Doença Aguda , Idoso , Dissecção Aórtica/complicações , Dissecção Aórtica/cirurgia , Aneurisma Aórtico/complicações , Aneurisma Aórtico/cirurgia , Doenças da Aorta/complicações , Doenças da Aorta/cirurgia , Dor nas Costas/etiologia , Dor no Peito/etiologia , Produtos de Degradação da Fibrina e do Fibrinogênio/análise , Hematoma/complicações , Hematoma/cirurgia , Humanos , Hipertensão/complicações , Imageamento por Ressonância Magnética , Masculino , Ilustração Médica , Pessoa de Meia-Idade , Estudos Observacionais como Assunto , Ensaios Clínicos Controlados Aleatórios como Assunto , Sensibilidade e Especificidade , Tomografia Computadorizada por Raios X
13.
J Phys Chem B ; 128(32): 7888-7902, 2024 Aug 15.
Artigo em Inglês | MEDLINE | ID: mdl-39087913

RESUMO

A wide range of density functional methods and basis sets are available to derive the electronic structure and properties of molecules. Quantum mechanical calculations are too computationally intensive for routine simulation of molecules in the condensed phase, prompting the development of computationally efficient force fields based on quantum mechanical data. Parametrizing general force fields, which cover a vast chemical space, necessitates the generation of sizable quantum mechanical data sets with optimized geometries and torsion scans. To achieve this efficiently, choosing a quantum mechanical method that balances computational cost and accuracy is crucial. In this study, we seek to assess the accuracy of quantum mechanical theory for specific properties such as conformer energies and torsion energetics. To comprehensively evaluate various methods, we focus on a representative set of 59 diverse small molecules, comparing approximately 25 combinations of functional and basis sets against the reference level coupled cluster calculations at the complete basis set limit.

14.
J Sports Sci ; 31(13): 1421-31, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-23829646

RESUMO

This study examined the intermittent exercise performance and cardiovascular health profile in elite female football players in comparison to untrained young women, as well as a subgroup subjected to football training 2x1 h · week(-1) for 16 weeks. Twenty-seven Danish national team players (elite trained, ET) and 28 untrained women (UT) underwent dual-energy X-ray absorptiometry-scanning (DXA), comprehensive transthoracic echocardiography, treadmill and Yo-Yo Intermittent Endurance level 2 (IE2) testing. Eight women in UT were also tested after the football training period. Maximal oxygen uptake rate (VO2max), peak ventilation and peak lactate were 40, 18 and 51% higher (P< 0.01) in ET than UT, respectively. Cardiac dimensions and function were greater in ET than UT, with left ventricular diastolic diameter, right ventricular diastolic diameter, tricuspid annular plane systolic excursion (TAPSE) and peak transmitral flow in early diastole divided by peak transmitral flow velocity in late diastole during atrial contraction (E/A-ratio) being 13, 19, 27 and 41%, respectively, greater in ET than UT (P< 0.001 to< 0.05). Yo-Yo IE2 performance was 7-fold higher in ET than UT (1772 ± 508 vs. 234 ± 66 m, P< 0.001), fat mass was 51% lower (P< 0.001) and high density lipoprotein (HDL) cholesterol levels were 20% higher (P< 0.01). Sixteen weeks of football elevated VO2max and Yo-Yo IE2 performance by 16 and 40%, respectively, and lowered fat mass by 6%. Cardiac function was markedly improved by 16 weeks of football training with 26 and 46% increases in TAPSE and E/A ratio, respectively, reaching levels comparable to ET. In summary, elite female football players have a superior cardiovascular health profile and intermittent exercise performance compared to untrained controls, but short-term football training can markedly improve the cardiovascular health status.


Assuntos
Sistema Cardiovascular , Condicionamento Físico Humano/fisiologia , Resistência Física/fisiologia , Aptidão Física , Futebol/fisiologia , Tecido Adiposo/metabolismo , Adulto , HDL-Colesterol/sangue , Dinamarca , Teste de Esforço , Feminino , Futebol Americano , Coração/anatomia & histologia , Coração/fisiologia , Ventrículos do Coração , Humanos , Ácido Láctico/sangue , Consumo de Oxigênio , Valva Tricúspide/fisiologia , Ventilação , Adulto Jovem
15.
Digit Discov ; 2(4): 1178-1187, 2023 Aug 08.
Artigo em Inglês | MEDLINE | ID: mdl-38013814

RESUMO

The Lennard-Jones potential is the most widely-used function for the description of non-bonded interactions in transferable force fields for the condensed phase. This is not because it has an optimal functional form, but rather it is a legacy resulting from when computational expense was a major consideration and this potential was particularly convenient numerically. At present, it persists because the effort that would be required to re-write molecular modelling software and train new force fields has, until now, been prohibitive. Here, we present Smirnoff-plugins as a flexible framework to extend the Open Force Field software stack to allow custom force field functional forms. We deploy Smirnoff-plugins with the automated Open Force Field infrastructure to train a transferable, small molecule force field based on the recently-proposed double exponential functional form, on over 1000 experimental condensed phase properties. Extensive testing of the resulting force field shows improvements in transfer free energies, with acceptable conformational energetics, run times and convergence properties compared to state-of-the-art Lennard-Jones based force fields.

16.
J Chem Theory Comput ; 19(11): 3251-3275, 2023 Jun 13.
Artigo em Inglês | MEDLINE | ID: mdl-37167319

RESUMO

We introduce the Open Force Field (OpenFF) 2.0.0 small molecule force field for drug-like molecules, code-named Sage, which builds upon our previous iteration, Parsley. OpenFF force fields are based on direct chemical perception, which generalizes easily to highly diverse sets of chemistries based on substructure queries. Like the previous OpenFF iterations, the Sage generation of OpenFF force fields was validated in protein-ligand simulations to be compatible with AMBER biopolymer force fields. In this work, we detail the methodology used to develop this force field, as well as the innovations and improvements introduced since the release of Parsley 1.0.0. One particularly significant feature of Sage is a set of improved Lennard-Jones (LJ) parameters retrained against condensed phase mixture data, the first refit of LJ parameters in the OpenFF small molecule force field line. Sage also includes valence parameters refit to a larger database of quantum chemical calculations than previous versions, as well as improvements in how this fitting is performed. Force field benchmarks show improvements in general metrics of performance against quantum chemistry reference data such as root-mean-square deviations (RMSD) of optimized conformer geometries, torsion fingerprint deviations (TFD), and improved relative conformer energetics (ΔΔE). We present a variety of benchmarks for these metrics against our previous force fields as well as in some cases other small molecule force fields. Sage also demonstrates improved performance in estimating physical properties, including comparison against experimental data from various thermodynamic databases for small molecule properties such as ΔHmix, ρ(x), ΔGsolv, and ΔGtrans. Additionally, we benchmarked against protein-ligand binding free energies (ΔGbind), where Sage yields results statistically similar to previous force fields. All the data is made publicly available along with complete details on how to reproduce the training results at https://github.com/openforcefield/openff-sage.


Assuntos
Benchmarking , Proteínas , Ligantes , Proteínas/química , Termodinâmica , Entropia
17.
Commun Chem ; 5(1): 136, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36320862

RESUMO

Automated free energy calculations for the prediction of binding free energies of congeneric series of ligands to a protein target are growing in popularity, but building reliable initial binding poses for the ligands is challenging. Here, we introduce the open-source FEgrow workflow for building user-defined congeneric series of ligands in protein binding pockets for input to free energy calculations. For a given ligand core and receptor structure, FEgrow enumerates and optimises the bioactive conformations of the grown functional group(s), making use of hybrid machine learning/molecular mechanics potential energy functions where possible. Low energy structures are optionally scored using the gnina convolutional neural network scoring function, and output for more rigorous protein-ligand binding free energy predictions. We illustrate use of the workflow by building and scoring binding poses for ten congeneric series of ligands bound to targets from a standard, high quality dataset of protein-ligand complexes. Furthermore, we build a set of 13 inhibitors of the SARS-CoV-2 main protease from the literature, and use free energy calculations to retrospectively compute their relative binding free energies. FEgrow is freely available at https://github.com/cole-group/FEgrow, along with a tutorial.

18.
J Chem Theory Comput ; 17(8): 5021-5033, 2021 Aug 10.
Artigo em Inglês | MEDLINE | ID: mdl-34264669

RESUMO

Combined molecular dynamics (MD) and quantum mechanics (QM) simulation procedures have gained popularity in modeling the spectral properties of functional organic molecules. However, the potential energy surfaces used to propagate long-time scale dynamics in these simulations are typically described using general, transferable force fields designed for organic molecules in their electronic ground states. These force fields do not typically include spectroscopic data in their training, and importantly, there is no general protocol for including changes in geometry or intermolecular interactions with the environment that may occur upon electronic excitation. In this work, we show that parameters tailored for thermally activated delayed fluorescence (TADF) emitters used in organic light-emitting diodes (OLEDs), in both their ground and electronically excited states, can be readily derived from a small number of QM calculations using the QUBEKit (QUantum mechanical BEspoke toolKit) software and improve the overall accuracy of these simulations.

19.
Front Immunol ; 12: 678036, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34305908

RESUMO

The epithelium-associated cytokine thymic stromal lymphopoietin (TSLP) can induce OX40L and CCL17 expression by myeloid dendritic cells (mDCs), which contributes to aberrant Th2-type immune responses. Herein, we report that such TSLP-induced Th2-type immune response can be effectively controlled by Dectin-1, a C-type lectin receptor expressed by mDCs. Dectin-1 stimulation induced STAT3 activation and decreased the transcriptional activity of p50-RelB, both of which resulted in reduced OX40L expression on TSLP-activated mDCs. Dectin-1 stimulation also suppressed TSLP-induced STAT6 activation, resulting in decreased expression of the Th2 chemoattractant CCL17. We further demonstrated that Dectin-1 activation was capable of suppressing ragweed allergen (Amb a 1)-specific Th2-type T cell response in allergy patients ex vivo and house dust mite allergen (Der p 1)-specific IgE response in non-human primates in vivo. Collectively, this study provides a molecular explanation of Dectin-1-mediated suppression of Th2-type inflammatory responses and suggests Dectin-1 as a target for controlling Th2-type inflammation.


Assuntos
Citocinas/farmacologia , Células Dendríticas/imunologia , Hipersensibilidade/imunologia , Imunidade/efeitos dos fármacos , Lectinas Tipo C/metabolismo , Subunidade p50 de NF-kappa B/metabolismo , Fator de Transcrição STAT3/metabolismo , Fator de Transcrição STAT6/metabolismo , Transdução de Sinais/efeitos dos fármacos , Células Th2/imunologia , Fator de Transcrição RelB/metabolismo , Adulto , Alérgenos/administração & dosagem , Alérgenos/imunologia , Animais , Antígenos de Dermatophagoides/administração & dosagem , Antígenos de Dermatophagoides/imunologia , Antígenos de Plantas/farmacologia , Estudos de Casos e Controles , Dermatophagoides farinae/imunologia , Modelos Animais de Doenças , Feminino , Células HEK293 , Humanos , Hipersensibilidade/sangue , Lectinas Tipo C/agonistas , Macaca mulatta , Masculino , Pessoa de Meia-Idade , Ligante OX40/metabolismo , Proteínas de Plantas/farmacologia , Células Th2/efeitos dos fármacos , beta-Glucanas/farmacologia , Linfopoietina do Estroma do Timo
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