RESUMO
Rare, nondietary very-long-chain polyunsaturated fatty acids (VLC-PUFAs) are uniquely found in the retina and a few other vertebrate tissues. These special fatty acids play a clinically significant role in retinal degeneration and development, but their physiological and interventional research has been hampered because pure VLC-PUFAs are scarce. We hypothesize that if Stargardt-3 or age-related macular degeneration patients were to consume an adequate amount of VLC-PUFAs that could be directly used in the retina, it may be possible to bypass the steps of lipid elongation mediated by the retina's ELOVL4 enzyme and to delay or prevent degeneration. We report the synthesis of a VLC-PUFA (32:6 n-3) in sufficient quantity to study its bioavailability and functional benefits in the mouse retina. We acutely and chronically gavage fed wild-type mice and Elovl4 rod-cone conditional knockout mice this synthetic VLC-PUFA to understand its bioavailability and its role in visual function. VLC-PUFA-fed wild-type and Elovl4 conditional knockout mice show a significant increase in retinal VLC-PUFA levels in comparison to controls. The VLC-PUFA-fed mice also had improvement in the animals' visual acuity and electroretinography measurements. Further studies with synthetic VLC-PUFAs will continue to expand our understanding of the physiological roles of these unique retinal lipids, particularly with respect to their potential utility for the treatment and prevention of retinal degenerative diseases.
Assuntos
Proteínas do Olho/genética , Ácidos Graxos Insaturados/metabolismo , Proteínas de Membrana/genética , Retina/metabolismo , Degeneração Retiniana/metabolismo , Animais , Disponibilidade Biológica , Modelos Animais de Doenças , Ácidos Graxos Insaturados/genética , Ácidos Graxos Insaturados/farmacologia , Humanos , Camundongos , Camundongos Knockout , Retina/patologia , Degeneração Retiniana/dietoterapia , Degeneração Retiniana/genética , Degeneração Retiniana/patologia , Acuidade Visual/genéticaRESUMO
It is increasingly widely recognized that ensemble-based approaches are required to achieve reliability, accuracy, and precision in molecular dynamics calculations. The purpose of the present article is to address a frequently raised question: what is the optimal way to perform ensemble simulation to calculate quantities of interest?
Assuntos
Simulação de Dinâmica Molecular , Reprodutibilidade dos TestesRESUMO
Relative binding free energy (RBFE) calculations are widely used to aid the process of drug discovery. TIES, Thermodynamic Integration with Enhanced Sampling, is a dual-topology approach to RBFE calculations with support for NAMD and OpenMM molecular dynamics engines. The software has been thoroughly validated on publicly available datasets. Here we describe the open source software along with a web portal (https://ccs-ties.org) that enables users to perform such calculations correctly and rapidly.
Assuntos
Simulação de Dinâmica Molecular , Software , Termodinâmica , Descoberta de DrogasRESUMO
This article describes the synthesis of VLC-PUFA 32:6 n-3, D2-labeled 32:6 n-3, and the uptake of 32:6 n-3 into mouse retinal tissue.
RESUMO
BACKGROUND: Ventral hernia repair is typically performed via a transabdominal approach and the peritoneal cavity is opened and explored. Totally extraperitoneal ventral hernia repair (TEVHR) facilitates dissection of the hernia sac without entering the peritoneal cavity. This study evaluates our experience of TEVHR, addressing technique, decision-making, and outcomes. METHODS: This is an IRB-approved retrospective review of open TEVHR performed between January 2012 and December 2016. Medical records were reviewed for patient demographics, operative details, postoperative outcomes, hospital readmissions, and reoperations. RESULTS: One hundred sixty-six patients underwent TEVHR (84 males, 82 females) with a mean BMI range of 30-39. Eighty-six percent of patients underwent repair for primary or first-time recurrent hernia, and 89% CDC wound class I. Median hernia defect size was 135 cm2. Hernia repair techniques included Rives-Stoppa (34%) or transversus abdominis release (57%). Median operative time was 175 min, median blood loss 100 mL, and median length of stay 4 days. There were no unplanned bowel resections or enterotomies. Four cases required intraperitoneal entry to explant prior mesh. Wound complication rate was 27%: 9% seroma drainage, 18% superficial surgical site infection (SSI), and 2% deep space SSI. Five patients (3%) required reoperation for wound or mesh complications. Over the study, four patients were hospitalized for postoperative small bowel obstruction and managed non-operatively. Of the 166 patients, 96%, 54%, and 44% were seen at 3-month, 6-month, and 12-month follow-ups, respectively. Recurrences were observed in 2% of patients at 12-month follow-up. One patient developed an enterocutaneous fistula 28 months postoperatively. CONCLUSIONS: TEVHR is a safe alternative to traditional transabdominal approaches to ventral hernia repair. The extraperitoneal dissection facilitates hernia repair, avoiding peritoneal entry and adhesiolysis, resulting in decreased operative times.â¯In our study, there was low risk for postoperative bowel obstruction and enterotomy. Future prospective studies with long-term follow-up are required to draw definitive conclusions.
Assuntos
Parede Abdominal/cirurgia , Abdominoplastia/métodos , Herniorrafia/métodos , Complicações Pós-Operatórias/etiologia , Abdominoplastia/efeitos adversos , Idoso , Feminino , Hérnia Ventral/cirurgia , Herniorrafia/efeitos adversos , Humanos , Masculino , Pessoa de Meia-Idade , Duração da Cirurgia , Peritônio/cirurgia , Recidiva , Reoperação , Estudos Retrospectivos , Seroma/etiologia , Infecção da Ferida Cirúrgica/etiologiaRESUMO
In this work, a novel method to rationally design inhibitors with improved steric contacts and enhanced binding free energies is presented. This new method uses alchemical single step perturbation calculations to rapidly optimize the van der Waals interactions of a small molecule in a protein-ligand complex in order to maximize its binding affinity. The results of the optimizer are used to predict beneficial growth vectors on the ligand, and good agreement is found between the predictions from the optimizer and a more rigorous free energy calculation, with a Spearman's rank order correlation of 0.59. The advantage of the method presented here is the significant speed up of over 10-fold compared to traditional free energy calculations and sublinear scaling with the number of growth vectors assessed. Where experimental data were available, mutations from hydrogen to a methyl group at sites highlighted by the optimizer were calculated with MBAR, and the mean unsigned error between experimental and calculated values of the binding free energy was 0.83 kcal/mol.
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Ligantes , Entropia , Ligação Proteica , TermodinâmicaRESUMO
We present perturbative fluorine scanning, a computational fluorine scanning approach using free-energy perturbation. This method can be applied to molecular dynamics simulations of a single compound and make predictions for the best binders out of numerous fluorinated analogues. We tested the method on nine test systems: renin, DPP4, menin, P38, factor Xa, CDK2, AKT, JAK2, and androgen receptor. The predictions were in excellent agreement with more rigorous alchemical free-energy calculations and in good agreement with experimental data for most of the test systems. However, the agreement with experiment was very poor in some of the test systems, and this highlights the need for improved force fields in addition to accurate treatment of tautomeric and protonation states. The method is of particular interest due to the wide use of fluorine in medicinal chemistry to improve binding affinity and ADME properties. The promising results on this test case suggest that perturbative fluorine scanning will be a useful addition to the available arsenal of free-energy methods.
Assuntos
Química Farmacêutica/métodos , Flúor/química , Desenho de Fármacos , Hidrogênio/química , Conformação Molecular , Simulação de Dinâmica Molecular , TermodinâmicaRESUMO
The structural properties of three- and four-site water models are improved by extending the ForceBalance parametrization code to include a new methodology allowing for the targeting of any radial distribution function (RDF) during the parametrization of a force field. The mean squared difference (MSD) between the experimental and simulated RDFs contributes to an objective function, allowing for the systematic optimization of force field parameters to reach closer overall agreement with experiment. RDF fitting is applied to develop modified versions of the TIP3P and TIP4P/2005 water models in which the Lennard-Jones potential is replaced by a Buckingham potential. The optimized TIP3P-Buckingham and TIP4P-Buckingham potentials feature 93 and 98% lower MSDs in the OO RDF compared to the TIP3P and TIP4P/2005 models respectively, with marked decreases in the height of the first peak. Additionally, these Buckingham models predict the entropy of water more accurately, reducing the error in the entropy of TIP3P from 11 to 3% and the error in the entropy of TIP4P/2005 from 11 to 2%. These new Buckingham models have improved predictive power for many nonfitted properties particularly in the case of TIP3P. Our work directly demonstrates how the Buckingham potential can improve the description of water's structural properties beyond the Lennard-Jones potential. Moreover, adding a Buckingham potential is a favorable alternative to adding interaction sites in terms of computational speed on modern GPU hardware.
Assuntos
Simulação por Computador , Água/química , Modelos Moleculares , Estrutura Molecular , TermodinâmicaRESUMO
Diseases such as avian inï¬uenza can destroy turkey ï¬ocks, potentially resulting in the loss of valuable or rare genetic material. Consequently, there is an urgent need to develop a means to archive such germplasm. Germline chimeras produced by intravascular transfer of primordial germ cells (PGC) have been reported in other avian species but not turkeys. This study examined the feasibility of both establishing an archive of frozen PGC, and producing germline chimeras by injecting the thawed PGC into host embryos. To meet these aims, the following experiments were performed: (1) PGC identification within turkey embryos; (2) development of an efficient method for isolation of turkey PGC; (3) demonstration that PGC can be cryopreserved, recovered, and retain viability; (4) reinjection into embryos and detection of injected PGC. Primordial germ cells were identified using periodic acid-Schiff reagent and the immunological marker OLP-1. Bloodstream PGC were isolated using Ficoll density gradient centrifugation with PGC recovery peaking at stages 13, 14, and 15 with 32 ± 4.9, 33 ± 6.4, and 26 ± 5.4 PGC recovered, respectively. Primordial germ cells were frozen using Dulbecco's modified Eagle medium, 20% fetal calf serum, and 10% dimethylsulfoxide and demonstrated 90 ± 1.7% viability after 3 mo frozen in liquid nitrogen. Freshly isolated and frozen thawed DiI- and Q-Tracker-labeled PGC repopulated stage 30 gonads after vascular transfer into ex ovo cultured embryos. The DiI-labeled cells repopulated gonads less frequently, with 36 ± 13.2% of gonads containing the DiI-labeled PGC, and 7 ± 3.8% of reinjected PGC reaching the gonads of positive embryos. The Q-tracker-labeled cells were detected more frequently in embryos, with 67 ± 21.1% having positive signals, and 44 ± 4.9% of reinjected Q-tracker-labeled PGC colonized the gonads of positive embryos. This study demonstrated the feasibility of using turkey PGC to archive turkey germplasm from different strains because frozen PGC reintroduced into host embryos can colonize the host gonads, suggesting the possibility of producing turkey germline chimeras.
Assuntos
Criopreservação/métodos , Embrião não Mamífero/química , Células Germinativas/citologia , Perus/embriologia , Perus/genética , Animais , Quimera/embriologia , Criopreservação/veterinária , Células Germinativas/crescimento & desenvolvimento , Gônadas/citologia , Gônadas/embriologiaRESUMO
Traditional methods of avian transgenesis involve complex manipulations involving either retroviral infection of blastoderms or the ex vivo manipulation of primordial germ cells (PGCs) followed by injection of the cells back into a recipient embryo. Unlike in mammalian systems, avian embryonic PGCs undergo a migration through the vasculature on their path to the gonad where they become the sperm or ova producing cells. In a development which simplifies the procedure of creating transgenic chickens we have shown that PGCs are directly transfectable in vivo using commonly available transfection reagents. We used Lipofectamine 2000 complexed with Tol2 transposon and transposase plasmids to stably transform PGCs in vivo generating transgenic offspring that express a reporter gene carried in the transposon. The process has been shown to be highly effective and as robust as the other methods used to create germ-line transgenic chickens while substantially reducing time, infrastructure and reagents required. The method described here defines a simple direct approach for transgenic chicken production, allowing researchers without extensive PGC culturing facilities or skills with retroviruses to produce transgenic chickens for wide-ranging applications in research, biotechnology and agriculture.
Assuntos
Galinhas/genética , Elementos de DNA Transponíveis/genética , Técnicas de Transferência de Genes , Células Germinativas , Animais , Animais Geneticamente Modificados , Lipídeos/genética , Plasmídeos , Transfecção/métodosRESUMO
The binding free energy between a ligand and its target protein is an essential quantity to know at all stages of the drug discovery pipeline. Assessing this value computationally can offer insight into where efforts should be focused in the pursuit of effective therapeutics to treat a myriad of diseases. In this work, we examine the computation of alchemical relative binding free energies with an eye for assessing reproducibility across popular molecular dynamics packages and free energy estimators. The focus of this work is on 54 ligand transformations from a diverse set of protein targets: MCL1, PTP1B, TYK2, CDK2, and thrombin. These targets are studied with three popular molecular dynamics packages: OpenMM, NAMD2, and NAMD3 alpha. Trajectories collected with these packages are used to compare relative binding free energies calculated with thermodynamic integration and free energy perturbation methods. The resulting binding free energies show good agreement between molecular dynamics packages with an average mean unsigned error between them of 0.50 kcal/mol. The correlation between packages is very good, with the lowest Spearman's, Pearson's and Kendall's tau correlation coefficients being 0.92, 0.91, and 0.76, respectively. Agreement between thermodynamic integration and free energy perturbation is shown to be very good when using ensemble averaging.
Assuntos
Simulação de Dinâmica Molecular , Entropia , Ligantes , Ligação Proteica , Reprodutibilidade dos Testes , TermodinâmicaRESUMO
Although researchers have been working tirelessly since the COVID-19 outbreak, so far only three drugs - remdesivir, ronapreve and molnupiravir - have been approved for use in some countries which directly target the SARS-CoV-2 virus. Given the slow pace and substantial costs of new drug discovery and development, together with the urgency of the matter, repurposing of existing drugs for the ongoing disease is an attractive proposition. In a recent study, a high-throughput X-ray crystallographic screen was performed for a selection of drugs which have been approved or are in clinical trials. Thirty-seven compounds have been identified from drug libraries all of which bind to the SARS-CoV-2 main protease (3CLpro). In the current study, we use molecular dynamics simulation and an ensemble-based free energy approach, namely, enhanced sampling of molecular dynamics with approximation of continuum solvent (ESMACS), to investigate a subset of the aforementioned compounds. The drugs studied here are highly diverse, interacting with different binding sites and/or subsites of 3CLpro. The predicted free energies are compared with experimental results wherever they are available and they are found to be in excellent agreement. Our study also provides detailed energetic insights into the nature of the associated drug-protein binding, in turn shedding light on the design and discovery of potential drugs.
RESUMO
Optimization of binding affinities for compounds to their target protein is a primary objective in drug discovery. Herein we report on a collaborative study that evaluates a set of compounds binding to ROS1 kinase. We use ESMACS (enhanced sampling of molecular dynamics with approximation of continuum solvent) and TIES (thermodynamic integration with enhanced sampling) protocols to rank the binding free energies. The predicted binding free energies from ESMACS simulations show good correlations with experimental data for subsets of the compounds. Consistent binding free energy differences are generated for TIES and ESMACS. Although an unexplained overestimation exists, we obtain excellent statistical rankings across the set of compounds from the TIES protocol, with a Pearson correlation coefficient of 0.90 between calculated and experimental activities.
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Proteínas Tirosina Quinases , Proteínas Proto-Oncogênicas , Simulação de Dinâmica Molecular , Ligação Proteica , TermodinâmicaRESUMO
The Open Source Malaria (OSM) consortium is developing compounds that kill the human malaria parasite, Plasmodium falciparum, by targeting PfATP4, an essential ion pump on the parasite surface. The structure of PfATP4 has not been determined. Here, we describe a public competition created to develop a predictive model for the identification of PfATP4 inhibitors, thereby reducing project costs associated with the synthesis of inactive compounds. Competition participants could see all entries as they were submitted. In the final round, featuring private sector entrants specializing in machine learning methods, the best-performing models were used to predict novel inhibitors, of which several were synthesized and evaluated against the parasite. Half possessed biological activity, with one featuring a motif that the human chemists familiar with this series would have dismissed as "ill-advised". Since all data and participant interactions remain in the public domain, this research project "lives" and may be improved by others.
Assuntos
Antimaláricos/química , Antimaláricos/farmacologia , ATPases Transportadoras de Cálcio/antagonistas & inibidores , Descoberta de Drogas , Inibidores Enzimáticos/química , Inibidores Enzimáticos/farmacologia , Modelos Biológicos , Humanos , Plasmodium falciparum/efeitos dos fármacos , Plasmodium falciparum/enzimologia , Relação Estrutura-AtividadeRESUMO
BACKGROUND: The National Cholesterol Education Program Adult Treatment Panel III guidelines recommend maintaining lipid levels within particular targets to reduce the risk of coronary heart disease (CHD) events. OBJECTIVE: The objective of this simulation study was to evaluate the cost-effectiveness of following guideline-recommended care compared with current practice or usual care for patients with diabetes mellitus (DM) and mixed dyslipidemia (ie, high low-density lipoprotein cholesterol [LDL-C] and triglyceride [TG] levels). METHODS: A simulation model using a US health care payer perspective was designed to predict changes in lipid levels (LDL-C, TG, high-density lipoprotein cholesterol, and total cholesterol) and long-term CHD risk. Data about patients with DM and uncontrolled TG and/or LDL-C were taken from an electronic medical records database to develop the description of current care (eg, statin, fibrate, or no medication) and cholesterol levels. Patients with uncontrolled lipid levels who were not following guideline recommendations were assumed to be receiving combination treatment (ie, coadministration of statin and fibrate) or monotherapy for the uncontrolled lipids under guideline care. Results from a previous study were used to project incremental benefits of combination treatment compared with monotherapy. CHD events were predicted based on risk equations. A 20-year model of direct costs and quality-adjusted life-years (QALYs) was created. RESULTS: Among patients switched to guideline therapy, the model predicted 72% achieved 2 lipid targets and 44% achieved 3 lipid targets in 1 year. Over 20 years, in a modeled sample of 1000 patients, 176 myocardial infarction and angina events would be avoided by following guideline care. Total present value of costs for drug treatment and medical care for CHD events would be $33,626 per patient for guideline treatment versus $25,264 per patient for current care. The discounted QALY gain would be 0.18 per patient for an incremental cost per QALY of $50,315. CONCLUSIONS: The results of this model simulation suggest that for patients with DM and mixed dyslipidemia, following treatment guidelines rather than current practice (including combination therapy rather than monotherapy) would result in more patients achieving lipid targets, fewer CHD events, and more QALYs gained at a reasonable cost (less than $109,000) per QALY.
Assuntos
Diabetes Mellitus/sangue , Dislipidemias/tratamento farmacológico , Hipolipemiantes/uso terapêutico , Guias de Prática Clínica como Assunto/normas , Adulto , Idoso , Idoso de 80 Anos ou mais , LDL-Colesterol/sangue , LDL-Colesterol/efeitos dos fármacos , Simulação por Computador , Doença das Coronárias/etiologia , Doença das Coronárias/prevenção & controle , Análise Custo-Benefício , Bases de Dados Factuais , Quimioterapia Combinada , Dislipidemias/complicações , Dislipidemias/economia , Feminino , Humanos , Hipolipemiantes/economia , Masculino , Pessoa de Meia-Idade , Modelos Estatísticos , Anos de Vida Ajustados por Qualidade de Vida , Fatores de Risco , Fatores de Tempo , Triglicerídeos/sangue , Estados Unidos/epidemiologiaRESUMO
We present an explicit solvent alchemical free-energy method for optimizing the partial charges of a ligand to maximize the binding affinity with a receptor. This methodology can be applied to known ligand-protein complexes to determine an optimized set of ligand partial atomic changes. Three protein-ligand complexes have been optimized in this work: FXa, P38, and the androgen receptor. The sets of optimized charges can be used to identify design principles for chemical changes to the ligands which improve the binding affinity for all three systems. In this work, beneficial chemical mutations are generated from these principles and the resulting molecules tested using free-energy perturbation calculations. We show that three quarters of our chemical changes are predicted to improve the binding affinity, with an average improvement for the beneficial mutations of approximately 1 kcal/mol. In the cases where experimental data are available, the agreement between prediction and experiment is also good. The results demonstrate that charge optimization in explicit solvent is a useful tool for predicting beneficial chemical changes such as pyridinations, fluorinations, and oxygen to sulfur mutations.
Assuntos
Fator Xa/química , Ligantes , Receptores Androgênicos/química , Proteínas Quinases p38 Ativadas por Mitógeno/química , Sítios de Ligação , Fator Xa/metabolismo , Simulação de Dinâmica Molecular , Ligação Proteica , Receptores Androgênicos/metabolismo , Eletricidade Estática , Proteínas Quinases p38 Ativadas por Mitógeno/metabolismoRESUMO
The heterogeneity of asthma is illustrated by the significantly different features of pediatric asthma compared to adult asthma. One phenotype of severe asthma in pediatrics includes atopy, lack of reduction in lung function, and absence of gender bias as the main characteristics. Included in the NIH NAEPP EPR-3 are recommendations for the treatment and management of severe pediatric asthma and critical asthma syndrome, such as continuous nebulization treatments, intubation and mechanical ventilation, heliox, and magnesium sulfate. In addition, epinephrine, intravenous immunoglobulin, intravenous montelukast, extracorporeal membrane oxygenation, and many biological modulators currently under investigation are additional current and/or future treatment modalities for the severe pediatric asthmatic. But, perhaps the most important strategy for managing the severe asthmatic is preventative treatment, which can significantly decrease impairment and risk, particularly for severe acute exacerbations requiring emergency care and/or hospitalization. In order for preventative therapy to be successful, several challenges must be met, including selecting the correct therapy for each patient and then ensuring compliance or adherence to a treatment plan. The heterogeneity of asthma renders the former difficult in that not all patients will respond equally to the same treatment; the latter is only helpful if the correct treatment is employed. Strategies to ensure compliance include education of caregivers and patients and their families. As newer medications are introduced, options for individualized or customized medicine increase, and this may pave the way for significant decreases in morbidity and mortality in severe pediatric asthma.
Assuntos
Acetatos/uso terapêutico , Asma/diagnóstico , Imunoglobulinas Intravenosas/uso terapêutico , Quinolinas/uso terapêutico , Animais , Asma/terapia , Cuidadores , Criança , Estado Terminal , Ciclopropanos , Humanos , Oxigenoterapia Hiperbárica , Cooperação do Paciente , Educação de Pacientes como Assunto , Guias de Prática Clínica como Assunto , Respiração Artificial , Sulfetos , SíndromeRESUMO
INTRODUCTION: Standard treatment for ulcerative colitis and prevention of malignancy is total proctocolectomy with a neoileal pouch. The ideal configuration of the pouch has been debated. We hypothesized that there was no difference in quality of life between the J pouch and the W pouch. MATERIAL AND METHODS: We retrospectively reviewed the medical records of all patients undergoing ileoanal anastomosis with pouch construction at a single community-based teaching hospital over an 11+-year period. We collected demographic, operative, and postoperative data and then developed and distributed a survey designed to assess patient quality of life following pouch construction. The data of patients who had J pouches were then compared with those of patients who had W pouches. Forty-nine patients were identified; 30 had J pouches and 19 had W pouches. RESULTS: The groups did not differ significantly in age, sex, or indication for surgery. Significant differences were detected in readmission rates (J = 63%, W = 21%; p = 0.004) and length of follow-up (J = 61 months, W = 117 months; p = 0.001). Complication rates, length of stay, and conversion to end ileostomy rates were similar between groups. Self-reported health status, activity restrictions, urgency, seepage, protective pad use, and number of bowel movements at night were also similar. A significant difference existed in number of bowel movements per day (J = 6, W = 4.5, p = 0.041). No difference in quality of life was found between groups. Subgroup analysis of ulcerative-colitis-only patients had no effect on results. CONCLUSION: Because the J pouch is less technically demanding, it should be the preferred configuration.