RESUMEN
The purpose of this investigation is to contribute to the development of new anticonvulsant drugs to treat patients with refractory epilepsy. We applied a virtual screening protocol that involved the search into molecular databases of new compounds and known drugs to find small molecules that interact with the open conformation of the Nav1.2 pore. As the 3D structure of human Nav1.2 is not available, we first assembled 3D models of the target, in closed and open conformations. After the virtual screening, the resulting candidates were submitted to a second virtual filter, to find compounds with better chances of being effective for the treatment of P-glycoprotein (P-gp) mediated resistant epilepsy. Again, we built a model of the 3D structure of human P-gp, and we validated the docking methodology selected to propose the best candidates, which were experimentally tested on Nav1.2 channels by patch clamp techniques and in vivo by the maximal electroshock seizure (MES) test. Patch clamp studies allowed us to corroborate that our candidates, drugs used for the treatment of other pathologies like Ciprofloxacin, Losartan, and Valsartan, exhibit inhibitory effects on Nav1.2 channel activity. Additionally, a compound synthesized in our lab, N, N'-diphenethylsulfamide, interacts with the target and also triggers significant Na1.2 channel inhibitory action. Finally, in vivo studies confirmed the anticonvulsant action of Valsartan, Ciprofloxacin, and N, N'-diphenethylsulfamide.
Asunto(s)
Miembro 1 de la Subfamilia B de Casetes de Unión a ATP/química , Anticonvulsivantes/química , Epilepsia/tratamiento farmacológico , Canal de Sodio Activado por Voltaje NAV1.2/química , Bloqueadores del Canal de Sodio Activado por Voltaje/química , Miembro 1 de la Subfamilia B de Casetes de Unión a ATP/metabolismo , Animales , Anticonvulsivantes/farmacología , Ciprofloxacina/química , Ciprofloxacina/farmacología , Bases de Datos de Compuestos Químicos , Células HEK293 , Humanos , Losartán/química , Losartán/farmacología , Masculino , Ratones , Conformación Molecular , Simulación del Acoplamiento Molecular , Canal de Sodio Activado por Voltaje NAV1.2/metabolismo , Unión Proteica , Relación Estructura-Actividad , Sulfonamidas/química , Sulfonamidas/farmacología , Valsartán/química , Valsartán/farmacología , Bloqueadores del Canal de Sodio Activado por Voltaje/farmacologíaRESUMEN
Screening for novel anticonvulsant drugs requires appropriate animal seizure models. Zebrafish provide small, accessible, and cost-efficient preclinical models applicable to high-throughput small molecule screening. Based on previous results in rodents, we have here examined the effects of artificial sweetener sodium cyclamate and antimicrobial agent sodium propylparaben on a model of pentylenetetrazole (PTZ)-induced seizures in zebrafish. Sodium cyclamate reduced the bursts of hyperactivity, the spasms, increased the latency to spasms, and the latency to seizure, while propylparaben increased the latency to spasms. The results show the potential of zebrafish to detect novel anticonvulsant compounds while they also demonstrate the ability of two commonly ingested chemical compounds to modify the seizure threshold when were administrated at low concentration.
Asunto(s)
Anticonvulsivantes/farmacología , Ciclamatos/farmacología , Parabenos/farmacología , Convulsiones/fisiopatología , Animales , Modelos Animales de Enfermedad , Pentilenotetrazol/toxicidad , Conservadores Farmacéuticos/efectos adversos , Conservadores Farmacéuticos/farmacología , Tiempo de Reacción/efectos de los fármacos , Convulsiones/etiología , Edulcorantes/efectos adversos , Edulcorantes/farmacología , Pruebas de Toxicidad/métodos , Pez CebraRESUMEN
A set of N,N'-disubstituted sulfamides and sodium cyclamate have been tested for their inhibitory action against six isoforms of carbonic anhydrase (CA, EC 4.2.1.1) found in the brain, that is, CA I, CA II, CA VII, CA IX, CA XII and CA XIV, some of which are involved in epileptogenesis. The biological data showed interesting results for CA VII inhibition, the isozyme thought to be a novel antiepileptic target. Strong CA VII inhibitors, with Ki values in the low nanomolar-subnanomolar range were identified. Some of these derivatives showed selectivity for inhibition of CA VII versus the ubiquitous isoform CA II, for which the Ki values were in the micromolar range. Molecular modeling approaches were employed to understand the binding interactions between these compounds and the two CA isoforms, since the mechanism of action of such disubstituted sulfamides was not yet investigated by means of X-ray crystallography.
Asunto(s)
Anticonvulsivantes/síntesis química , Inhibidores de Anhidrasa Carbónica/síntesis química , Anhidrasas Carbónicas/química , Sulfonamidas/síntesis química , Secuencias de Aminoácidos , Anticonvulsivantes/química , Sitios de Unión , Inhibidores de Anhidrasa Carbónica/química , Ciclamatos/química , Humanos , Isoenzimas/antagonistas & inhibidores , Isoenzimas/química , Cinética , Simulación del Acoplamiento Molecular , Datos de Secuencia Molecular , Unión Proteica , Estructura Secundaria de Proteína , Relación Estructura-Actividad , Sulfonamidas/químicaRESUMEN
The synthesis and anticonvulsant activity of novel heterocycles N-derivative-1,2,3-oxathiazolidine-4-one-2,2-dioxides, bioisosteres of trimethadione (TMD, oxazolidine-2,4-dione) and phenytoin (PHE), are described. TMD is an anticonvulsant drug widely used against absences seizures in the early 80's and PHE is an antiepileptic drug with a wide spectrum activity. The intermediates of synthesis of N-derivative-1,2,3-oxathiazolidine-4-one-2,2-dioxides, α-hydroxyamides, were obtained using microwave assisted synthesis. Anticonvulsant screening was performed in mice after intraperitoneal administration in the maximal electroshock seizure test (MES) and subcutaneous pentylenetetrazole seizures test (scPTZ). These new compounds showed a wide spectrum activity and were no neurotoxic in the RotoRod test. α-Hydroxyamides and N-derivative-1,2,3-oxathiazolidine-4-one-2,2-dioxides were 3-4700 times more potent than valproic acid in the MES test. Quantification of anticonvulsant protection was calculated (ED(50)) for the most active candidates; α-hydroxyamides 3a-c and 3e, and N-derivative-oxathiazolidine-4-one-2,2-dioxides 5a-c with ED(50) values of 9.1, 53.9, 44.6, 25.2, 15.1, 91.1 and 0.06mg/kg, respectively, in the MES test.
Asunto(s)
Amidas/química , Anticonvulsivantes/síntesis química , Tiazolidinas/química , Trimetadiona/química , Animales , Anticonvulsivantes/química , Anticonvulsivantes/toxicidad , Conducta Animal/efectos de los fármacos , Masculino , Ratones , Microondas , Fenitoína/química , Convulsiones/inducido químicamente , Convulsiones/tratamiento farmacológico , Relación Estructura-Actividad , Trimetadiona/síntesis química , Trimetadiona/toxicidadRESUMEN
A set of sulfamides and sulfamates were synthesized and tested against several isoforms of carbonic anhydrase: CA I, CA II, CA VII, CA XII and CA XIV. The biological assays showed a broad range of inhibitory activity, and interesting results were found for several compounds in terms of activity (Ki <1µm) and selectivity: some aromatic sulfamides are active against CA I, CA II and/or CA VII; while they are less active in CA XII and CA XIV. On the other hand, bulky sulfamides are selective to CA VII. To understand the origin of the different inhibitory activity against each isozyme we used molecular modeling techniques such as docking and molecular dynamic simulations.
Asunto(s)
Inhibidores de Anhidrasa Carbónica/química , Anhidrasas Carbónicas/química , Sulfonamidas/química , Sitios de Unión , Anhidrasa Carbónica I/antagonistas & inhibidores , Anhidrasa Carbónica I/metabolismo , Anhidrasa Carbónica II/antagonistas & inhibidores , Anhidrasa Carbónica II/metabolismo , Inhibidores de Anhidrasa Carbónica/síntesis química , Inhibidores de Anhidrasa Carbónica/metabolismo , Anhidrasas Carbónicas/metabolismo , Dominio Catalítico , Humanos , Simulación del Acoplamiento Molecular , Unión Proteica , Sulfonamidas/síntesis química , Sulfonamidas/metabolismoRESUMEN
A virtual screening campaign based on application of a topological discriminant function capable of identifying novel anticonvulsant agents indicated several widely-used artificial sweeteners as potential anticonvulsant candidates. Acesulfame potassium, cyclamate and saccharin were tested in the Maximal Electroshock Seizure model (mice, ip), showing moderate anticonvulsant activity. We hypothesized a probable structural link between the receptor responsible of sweet taste and anticonvulsant molecular targets. Bioinformatic tools confirmed a highly significant sequence-similarity between taste-related protein T1R3 and several metabotropic glutamate receptors from different species, including glutamate receptors upregulated in epileptogenesis and certain types of epilepsy.
Asunto(s)
Anticonvulsivantes/química , Encéfalo/metabolismo , Reposicionamiento de Medicamentos , Receptores Acoplados a Proteínas G/química , Receptores de Glutamato Metabotrópico/química , Edulcorantes/química , Animales , Anticonvulsivantes/farmacología , Biología Computacional , Ciclamatos/química , Ciclamatos/farmacología , Electrochoque , Ratones , Estructura Terciaria de Proteína , Receptores Acoplados a Proteínas G/metabolismo , Receptores de Glutamato Metabotrópico/metabolismo , Sacarina/química , Sacarina/farmacología , Convulsiones/tratamiento farmacológico , Convulsiones/etiología , Homología de Secuencia de Aminoácido , Edulcorantes/farmacología , Gusto/fisiología , Percepción del Gusto/fisiología , Tiazinas/química , Tiazinas/farmacologíaRESUMEN
A virtual screening campaign was conducted in order to discover new anticonvulsant drug candidates for the treatment of refractory epilepsy. To this purpose, a topological discriminant function to identify antiMES drugs and a sequential filtering methodology to discriminate P-glycoprotein substrates and nonsubstrates were jointly applied to ZINC 5 and DrugBank databases. The virtual filters combine an ensemble of 2D classifiers and docking simulations. In the light of the results, 10 structurally diverse compounds were acquired and tested in animal models of seizure and the rotorod test. All 10 candidates showed some level of protection against MES test.
Asunto(s)
Anticonvulsivantes/farmacología , Evaluación Preclínica de Medicamentos/métodos , Epilepsia/tratamiento farmacológico , Interfaz Usuario-Computador , Miembro 1 de la Subfamilia B de Casetes de Unión a ATP/química , Miembro 1 de la Subfamilia B de Casetes de Unión a ATP/metabolismo , Animales , Anticonvulsivantes/uso terapéutico , Humanos , Ratones , Modelos Moleculares , Conformación Proteica , Insuficiencia del TratamientoRESUMEN
Solubility has become one of the key physicochemical screens at early stages of the drug development process. Solubility prediction through Quantitative Structure-Property Relationships (QSPR) modeling is a growing area of modern pharmaceutical research, being compatible with both High Throughput Screening technologies and limited compound availability characteristic of early stages of drug development. We resort to the QSPR theory for analyzing the aqueous solubility exhibited by 145 diverse drug-like organic compounds (0.781 being the average Tanimoto distances between all possible pairs of compounds in the training set). An accurate and generally applicable model is derived, consisting on a linear regression equation that involves three DRAGON molecular descriptors selected from more than a thousand available. Alternatively, we apply the linear QSPR to other 21 commonly employed validation compounds, leading to solubility estimations that compare fairly well with the performance achieved by previously reported Group Contribution Methods.
Asunto(s)
Diseño de Fármacos , Compuestos Orgánicos/química , Preparaciones Farmacéuticas/química , Relación Estructura-Actividad Cuantitativa , Tecnología Farmacéutica/métodos , Simulación por Computador , Bases de Datos Factuales , Modelos Lineales , Estructura Molecular , Valor Predictivo de las Pruebas , Reproducibilidad de los Resultados , Solubilidad , Estereoisomerismo , Agua/químicaRESUMEN
Fractions from the Hexane Extract (HE) of Eugenia uniflora L. leaves were subjected to various chromatographic systems. Germacrone sesquiterpene and bornyl acetate bicyclic ester were characterized by High Performance Liquid Chromatography coupled to Mass Spectrometry (HPLC-MS) with APCI Mass detector comparing with their homonymous spectrum provided by databases and characteristic fragmentation pathways were proposed. The monoterpene pulegone and the pentacyclic triterpene compound, ursolic acid, were found through High Performance Liquid Chromatography coupled to High Resolution Mass Spectrometry (HPLC - HRMS) by atmospheric pressure ionization (API) and the detector used was mass of Electronic Impact (IE). Both ursolic acid and bornyl acetate are present in other species of the same genus, but not in the species studied.
Fracciones provenientes del Extracto Hexánico (EH) de hojas de Eugenia uniflora L. fueron sometidas a diversos sistemas cromatográficos. El sesquiterpeno germacrone y el éster bicíclico acetato de bornilo fueron caracterizados por Cromatografía Líquida de Alta Performance acoplada a Espectrometría de Masas (HPLC-MS) con detector Masa APCI comparando con su espectro homónimo aportado por bases de datos y fueron propuestas vías de fragmentación características. El monoterpeno pulegona y el compuesto triterpénico pentacíclico, ácido ursólico, fueron encontrados a través de Cromatografía Líquida de Alta Performance acoplada a Espectrometría de Masas de Alta Resolución (HPLC -HRMS) por ionización a presión atmosférica (API) y el detector usado fue masa de Impacto Electrónico (IE). Tanto el ácido ursólico como el acetato de bornilo están presentes en otras especies del mismo género, no así en la especie estudiada.
Asunto(s)
Extractos Vegetales/química , Eugenia/química , Canfanos/análisis , Extractos Vegetales/farmacología , Cromatografía Líquida de Alta Presión , Hojas de la Planta , Ácido Ursólico/análisis , Hexanos , Cromatografía de Gases y Espectrometría de MasasRESUMEN
In patients with epilepsy, anxiety and depression are the most frequent psychiatric comorbidities but they often remain unrecognized and untreated. We report herein the antidepressant-like activity in two animal models, tail suspension and forced swimming tests, of six anticonvulsants α-hydroxyamides. From these, N-propyl-2,2-diphenyl-2-hydroxyacetamide (compound 5) emerged not only as the most active as anticonvulsant (ED50 = 2.5mg/kg, MES test), but it showed the most remarkable antidepressant-like effect in the tail suspension and forced swimming tests (0.3-30mg/kg, i.p.); and, also, anxiolytic-like action in the plus maze test (3-10mg/kg, i.p.) in mice. Studies of its mechanism of action, by means of its capacity to act via the GABAA receptor ([3H]-flunitrazepam binding assay); the 5-HT1A receptor ([3H]-8-OH-DPAT binding assay) and the voltage-gated sodium channels (either using the patch clamp technique in hNav 1.2 expressed in HEK293 cell line or using veratrine, in vivo) were attempted. The results demonstrated that its effects are not likely related to 5-HT1A or GABAAergic receptors and that its anticonvulsant and antidepressant-like effect could be due to its voltage-gated sodium channel blocking properties.
Asunto(s)
Acetamidas/farmacología , Amidas/farmacología , Ansiolíticos/farmacología , Anticonvulsivantes/farmacología , Antidepresivos/farmacología , Bloqueadores del Canal de Sodio Activado por Voltaje/farmacología , Canales de Sodio Activados por Voltaje/metabolismo , Animales , Conducta Animal/efectos de los fármacos , Células HEK293 , Humanos , Locomoción/efectos de los fármacos , Masculino , Ratones , Receptor de Serotonina 5-HT1A/metabolismo , Receptores de GABA-A/metabolismoRESUMEN
The biological activity and crystal structure of (+/-)-1,2:4,5-di-O-isopropylidene-3,6-di-O-(2-propylpentanoyl)-myo-inositol have been investigated. This compound shows better anticonvulsant activity than valproic acid (VPA) in the MES test as measured in mice. Its structure, determined from single-crystal X-ray diffraction measurements, shows that the inositol ring deviates from the ideal chair conformation and that the two 2-propylpentanoyl groups are located on opposite ring positions. This molecular conformation lets carbonyl and hydroxyl oxygen atoms to be available for hydrogen-bonding interactions, hinders carbonyl carbon atoms, preventing metabolic enzymatic hydrolysis, and helps to rationalize the observed inactive profile in the PTZ test. The anticonvulsant activity profile suggests a mechanism different from that of VPA.
Asunto(s)
Anticonvulsivantes/química , Inositol/análogos & derivados , Animales , Anticonvulsivantes/administración & dosificación , Conformación de Carbohidratos , Cristalografía por Rayos X , Electrochoque , Inositol/administración & dosificación , Inositol/química , Ratones , Pentilenotetrazol/administración & dosificación , Ácido Valproico/administración & dosificación , Ácido Valproico/químicaRESUMEN
About 30% of the patients with epilepsy do not respond to clinically established anticonvulsants, despite having effective concentrations of the antiepileptic drug in plasma. Therefore, new preclinical models of epilepsy are needed to identify more efficacious treatments. We describe here a new drug-resistant seizure model in mice to be used at the early stages of pre-clinical trials. This model consists in inducing daily generalized seizures for 23 consecutive days by administration of 3-mercaptopropionic acid (MP). As a result, 100% of animals become resistant to phenytoin and 80% to phenobarbital. Such resistance is strongly associated with the overexpression of P-glycoprotein (Pgp), observed in cerebral cortex, hippocampus and striatum while resistance to Pgp nonsubstrate drugs such as carbamazepine, diazepam and levetiracetam is not observed. This model could be useful for screening novel anticonvulsant drugs with a potential effect on pharmacoresistant seizures treatment.
Asunto(s)
Ácido 3-Mercaptopropiónico , Modelos Animales de Enfermedad , Epilepsia Refractaria , Convulsiones , Miembro 1 de la Subfamilia B de Casetes de Unión a ATP/metabolismo , Animales , Anticonvulsivantes/farmacología , Western Blotting , Corteza Cerebral/efectos de los fármacos , Corteza Cerebral/metabolismo , Corteza Cerebral/patología , Cuerpo Estriado/efectos de los fármacos , Cuerpo Estriado/metabolismo , Cuerpo Estriado/patología , Epilepsia Refractaria/tratamiento farmacológico , Epilepsia Refractaria/metabolismo , Epilepsia Refractaria/patología , Hipocampo/efectos de los fármacos , Hipocampo/metabolismo , Hipocampo/patología , Inmunohistoquímica , Masculino , Ratones , Fenobarbital/farmacología , Fenitoína/farmacología , Distribución Aleatoria , Convulsiones/tratamiento farmacológico , Convulsiones/metabolismo , Convulsiones/patologíaRESUMEN
Despite the introduction of more than 15 third generation antiepileptic drugs to the market from 1990 to the moment, about one third of the epileptic patients still suffer from refractory to intractable epilepsy. Several hypotheses seek to explain the failure of drug treatments to control epilepsy symptoms in such patients. The most studied one proposes that drug resistance might be related with regional overactivity of efflux transporters from the ATP-Binding Cassette (ABC) superfamily at the blood-brain barrier and/or the epileptic foci in the brain. Different strategies have been conceived to address the transporter hypothesis, among them inhibiting or down-regulating the efflux transporters or bypassing them through a diversity of artifices. Here, we review scientific evidence supporting the transporter hypothesis along with its limitations, as well as computer-assisted early recognition of ABC transporter substrates as an interesting strategy to develop novel antiepileptic drugs capable of treating refractory epilepsy linked to ABC transporters overactivity.
Asunto(s)
Transportadoras de Casetes de Unión a ATP/metabolismo , Diseño Asistido por Computadora , Descubrimiento de Drogas/métodos , Epilepsia Refractaria/tratamiento farmacológico , Epilepsia Refractaria/metabolismo , Transportadoras de Casetes de Unión a ATP/antagonistas & inhibidores , Animales , HumanosRESUMEN
Propylparaben (PPB) induces cardioprotection after ischemia-reperfusion injury by inhibiting voltage-dependent Na+ channels. The present study focuses on investigating whether the i.p. application of 178mg/kg PPB after pilocarpine-induced status epilepticus (SE) reduces the acute and long-term consequences of seizure activity. Initially, we investigated the effects of a single administration of PPB after SE. Our results revealed that compared to rats receiving diazepam (DZP) plus vehicle after 2h of SE, animals receiving a single dose of PPB 1h after DZP injection presented 126% (p<0.001) lower extracellular levels of glutamate in the hippocampus. This effect was associated with an increased potency of low-frequency oscillations (0.1-13Hz bands, p<0.001), a reduced potency of 30-250Hz bands (p<0.001) and less neuronal damage in the hippocampus. The second experiment examined whether the subchronic administration of PPB during the post-SE period is able to prevent the long-term consequences of seizure activity. In comparison to animals that were treated subchronically with vehicle after SE, rats administered with PPB for 5 days presented lower hippocampal excitability and interictal glutamate release, astrogliosis, and neuroprotection in the dentate gyrus. Our data indicate that PPB, when applied after SE, can be used as a therapeutic strategy to reduce the consequences of seizure activity.
Asunto(s)
Potenciales de Acción/efectos de los fármacos , Anticonvulsivantes/uso terapéutico , Ácido Glutámico/metabolismo , Hipocampo/efectos de los fármacos , Parabenos/uso terapéutico , Estado Epiléptico/tratamiento farmacológico , Animales , Recuento de Células , Diazepam/uso terapéutico , Modelos Animales de Enfermedad , Estimulación Eléctrica , Fluoresceínas/metabolismo , Proteína Ácida Fibrilar de la Glía/metabolismo , Hipocampo/metabolismo , Hipocampo/patología , Masculino , Agonistas Muscarínicos/toxicidad , Fosfopiruvato Hidratasa/metabolismo , Pilocarpina/toxicidad , Ratas , Ratas Wistar , Estado Epiléptico/inducido químicamente , Estado Epiléptico/patologíaRESUMEN
We report herein the design and optimization of a novel series of sulfamides and sulfamates derived from amino esters with anticonvulsant properties. The structures were designed based on the pharmacophoric pattern previously proposed, with the aim of improving the anticonvulsant action. The compounds were obtained by a new synthetic procedure with microwave assisted heating and the use of adsorbents in the isolation process. All the derivatives showed protection against the maximal electroshock seizure test (MES test) in mice at the lowest dose tested (30 mg/kg) but they did not show significant protection against the chemical induced convulsion by pentylenetetrazole. These results verify the ability of the computational model for designing new anticonvulsants structures with anti-MES activity. Additionally, we evaluated the capacity of the synthesized structures to bind to the benzodiazepine binding site (BDZ-bs) of the γ-aminobutiric acid receptor (GABAA receptor). Some of them showed medium to low affinity for the BDZ-bs.
Asunto(s)
Amidas/química , Anticonvulsivantes/síntesis química , Anticonvulsivantes/farmacología , Inhibidores de Anhidrasa Carbónica/síntesis química , Inhibidores de Anhidrasa Carbónica/farmacología , Ácidos Sulfónicos/síntesis química , Ácidos Sulfónicos/farmacología , Animales , Anticonvulsivantes/química , Anticonvulsivantes/uso terapéutico , Inhibidores de Anhidrasa Carbónica/química , Inhibidores de Anhidrasa Carbónica/uso terapéutico , Anhidrasas Carbónicas/química , Anhidrasas Carbónicas/metabolismo , Dominio Catalítico , Técnicas de Química Sintética , Ésteres , Masculino , Ratones , Modelos Moleculares , Convulsiones/tratamiento farmacológico , Ácidos Sulfónicos/química , Ácidos Sulfónicos/uso terapéuticoRESUMEN
Steviol glycosides are natural constituents of Stevia rebaudiana (Bert.) Bert. (Asteraceae) that have recently gained worldwide approval as nonnutritive sweeteners by the Joint Food and Agriculture Organization/World Organization Expert Committee on Food Additives. Cheminformatic tools suggested that the aglycone steviol and several of its phase I metabolites were predicted as potential anticonvulsant agents effective in the seizure animal model maximal electroshock seizure (MES) test. Thus, aqueous infusion from S. rebaudiana was tested in the MES test (mice, intraperitoneal administration), confirming dose-dependent anticonvulsant effect. Afterward, isolated stevioside and rebaudioside A were tested in the MES test, with positive results. Though drug repositioning most often focuses on known therapeutics, this article illustrates the possibilities of this strategy to find new functionalities and therapeutic indications for food constituents and natural products.
Asunto(s)
Anticonvulsivantes/farmacología , Diterpenos de Tipo Kaurano/farmacología , Glucósidos/farmacología , Edulcorantes no Nutritivos/farmacología , Algoritmos , Animales , Biología Computacional , Simulación por Computador , Relación Dosis-Respuesta a Droga , Electrochoque , Ensayos Analíticos de Alto Rendimiento , Ratones , Modelos Moleculares , Convulsiones/tratamiento farmacológico , Stevia/química , Relación Estructura-ActividadRESUMEN
Virtual screening encompasses a wide range of computational approaches aimed at the high-throughput, cost-efficient exploration of chemical libraries or databases to discover new bioactive compounds or novel medical indications of known drugs. Here, we have performed a systematic comparison of the performance of a large number of 2D and 3D ligand-based approaches (2D and 3D similarity, QSAR models, pharmacophoric hypothesis) in a simulated virtual campaign on a chemical library containing 50 known anticonvulsant drugs and 950 decoys with no previous reports of anticonvulsant effect. To perform such comparison, we resorted to Receiver Operating Characteristic curves. We also tested the relative performance of consensus methodologies. Our results indicate that the selective combination of the individual approaches (through voting and ranking combination schemes) significantly outperforms the individual algorithms and/or models. Among the best-performing individual approaches, 2D similarity search based on circular fingerprints and 3D similarity approaches should be highlighted. Combining the results from different query molecules also led to enhanced enrichment.
Asunto(s)
Anticonvulsivantes/química , Descubrimiento de Drogas , Relación Estructura-Actividad Cuantitativa , Algoritmos , Ligandos , Estructura MolecularRESUMEN
In spite of remarkable advances in the knowledge on Trypanosoma cruzi biology, no medications to treat Chagas disease have been approved in the last 40 years and almost 8 million people remain infected. Since the public sector and non-profit organizations play a significant role in the research efforts on Chagas disease, it is important to implement research strategies that promote translation of basic research into the clinical practice. Recent international public-private initiatives address the potential of drug repositioning (i.e. finding second or further medical uses for known-medications) which can substantially improve the success at clinical trials and the innovation in the pharmaceutical field. In this work, we present the computer-aided identification of approved drugs clofazimine, benidipine and saquinavir as potential trypanocidal compounds and test their effects at biochemical as much as cellular level on different parasite stages. According to the obtained results, we discuss biopharmaceutical, toxicological and physiopathological criteria applied to decide to move clofazimine and benidipine into preclinical phase, in an acute model of infection. The article illustrates the potential of computer-guided drug repositioning to integrate and optimize drug discovery and preclinical development; it also proposes rational rules to select which among repositioned candidates should advance to investigational drug status and offers a new insight on clofazimine and benidipine as candidate treatments for Chagas disease. One Sentence Summary: We present the computer-guided drug repositioning of three approved drugs as potential new treatments for Chagas disease, integrating computer-aided drug screening and biochemical, cellular and preclinical tests.
Asunto(s)
Reposicionamiento de Medicamentos/métodos , Tripanocidas/farmacología , Animales , Clofazimina/metabolismo , Clofazimina/farmacología , Cisteína Endopeptidasas/química , Cisteína Endopeptidasas/metabolismo , Dihidropiridinas/metabolismo , Dihidropiridinas/farmacología , Femenino , Masculino , Ratones , Simulación del Acoplamiento Molecular , Conformación Proteica , Proteínas Protozoarias , Saquinavir/metabolismo , Saquinavir/farmacología , Tripanocidas/metabolismo , Trypanosoma cruzi/efectos de los fármacos , Trypanosoma cruzi/enzimologíaRESUMEN
From a virtual screening campaign, a number of artificial and natural sweeteners were predicted as potential anticonvulsant agents with protective effects in the seizure animal model Maximal Electroshock Seizure (MES) test. In all cases, the predictions were experimentally confirmed in the aforementioned preclinical seizure model. The article reviews and expands previous reports from our group on anticonvulsant activity of those non-nutritive sweeteners, illustrating the potential of virtual screening approaches to propose new medical uses of food additives. This constitutes a particular case of knowledge-based drug repositioning, which may greatly shorten the development time and investment required to introduce novel medications to the pharmaceutical market. We also briefly overview evidence on possible molecular explanations on the anticonvulsant and proconvulsant effects of different non-nutritive sweeteners. Our analysis -based on Swanson's ABC model- suggests that group I metabotropic glutamate receptors and carbonic anhydrase isoform VII (both proposed or validated molecular targets of antiepileptic drugs) might be involved in the anticonvulsant effect of artificial sweeteners. The first hypothesis is in line with recent advances on development of selective modulators of group I metabotropic glutamate receptors as potential antiepileptic agents.
Asunto(s)
Anticonvulsivantes/farmacología , Edulcorantes no Nutritivos/farmacología , Convulsiones/tratamiento farmacológico , Gusto/efectos de los fármacos , AnimalesRESUMEN
P-glycoprotein (P-gp) is involved in the transport of xenobiotic compounds and responsible for the decrease of the drug accumulation in multi-drug-resistant cells. In this investigation we compare several docking algorithms in order to find the conditions that are able to discriminate between P-gp binders and nonbinders. We built a comprehensive dataset of binders and nonbinders based on a careful analysis of the experimental data available in the literature, trying to overcome the discrepancy noticeable in the experimental results. We found that Autodock Vina flexible docking is the best choice for the tested options. The results will be useful to filter virtual screening results in the rational design of new drugs that are not expected to be expelled by P-gp.