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1.
Drug Metab Pharmacokinet ; 53: 100498, 2023 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-37778107

RESUMEN

Herein, we aimed to determine the significance of drug interactions (DIs) between ritonavir and direct oral anticoagulants (DOACs) and identify the involved cytochrome P450 (CYP) isoenzymes. Using an in vitro cocktail method with human liver microsomes (HLM), we observed that ritonavir strongly inhibited CYPs in the following order: CYP3A, CYP2C8, CYP2D6, CYP2C9, CYP2C19, CYP2B6, and CYP2J2 (IC50: 0.023-6.79 µM). The degree of CYP2J2 inhibition was inconclusive, given the substantial discrepancy between the HLM and human expression system. Selective inhibition of CYP3A decreased the O-demethylation of apixaban by only 13.4%, and the involvement of multiple CYP isoenzymes was suggested, all of which were inhibited by ritonavir. Multiple CYP isoenzymes contributed also to the metabolism of rivaroxaban. Replacement of the incubation medium with phosphate buffer instead of HEPES enhanced apixaban hydroxylation. On surveying the FDA Adverse Event Reporting System, we detected that the signal of the proportional reporting ratio of "death" and found increase for "hemoglobin decreased" (12.5-fold) and "procedural hemorrhage" (201.9-fold) on administering apixaban with ritonavir; these were far less significant for other CYP3A inhibitors. Overall, these findings suggest that co-administration of ritonavir-boosted drugs with DOACs may induce serious DIs owing to the simultaneous inhibition of multiple CYP isoenzymes.


Asunto(s)
Citocromo P-450 CYP3A , Ritonavir , Humanos , Ritonavir/farmacología , Ritonavir/metabolismo , Citocromo P-450 CYP3A/metabolismo , Citocromo P-450 CYP2J2 , Isoenzimas/metabolismo , Inhibidores Enzimáticos del Citocromo P-450/metabolismo , Sistema Enzimático del Citocromo P-450/metabolismo , Microsomas Hepáticos/metabolismo , Interacciones Farmacológicas , Anticoagulantes/metabolismo , Citocromo P-450 CYP2C19/metabolismo
2.
Methods Enzymol ; 690: 341-368, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-37858534

RESUMEN

Time-dependent inactivation (TDI) of cytochrome P450 (CYP) enzymes may result in clinical drug-drug interactions (DDIs). Therefore, designing out of CYP TDI prior to advancing a compound to clinical development is highly desirable. As TDI of CYP3A is a common occurrence in small molecule drug discovery, high-throughput methods are sought to help identify the mechanism of inactivation and enable design strategies to mitigate CYP3A TDI. CYP inactivation via modification or destruction of the prosthetic heme group results in loss of the ability of the enzyme to bind carbon monoxide. Additionally, formation of a tight binding complex with the heme iron, referred to as a metabolic intermediate (MI) complex, also results in enzyme inactivation. The methods described herein provide a high-throughput means of identifying and comparing compounds for their ability to inactivate via destruction/modification of the heme via loss of the ability to bind carbon monooxide, as well as via formation of an MI complex.


Asunto(s)
Citocromo P-450 CYP3A , Inhibidores Enzimáticos del Citocromo P-450 , Citocromo P-450 CYP3A/metabolismo , Inhibidores Enzimáticos del Citocromo P-450/farmacología , Inhibidores Enzimáticos del Citocromo P-450/metabolismo , Sistema Enzimático del Citocromo P-450/metabolismo , Interacciones Farmacológicas , Hemo/metabolismo
3.
Biomolecules ; 12(10)2022 Sep 23.
Artículo en Inglés | MEDLINE | ID: mdl-36291570

RESUMEN

Due to the concerning rise in the number of multiple- and prolonged-drug-resistant (MDR and XDR) Mycobacterium tuberculosis (Mtb) strains, unprecedented demand has been created to design and develop novel therapeutic drugs with higher efficacy and safety. In this study, with a focused view on implementing an in silico drug design pipeline, a diverse set of glycosylated flavonoids were screened against the Mtb cytochrome-P450 enzyme 121 (CYP121), which is established as an approved drug target for the treatment of Mtb infection. A total of 148 glycosylated flavonoids were screened using structure-based virtual screening against the crystallized ligand, i.e., the L44 inhibitor, binding pocket in the Mtb CYP121 protein. Following this, only the top six compounds with the highest binding scores (kcal/mol) were considered for further intermolecular interaction and dynamic stability using 100 ns classical molecular dynamics simulation. These results suggested a considerable number of hydrogen and hydrophobic interactions and thermodynamic stability in comparison to the reference complex, i.e., the CYP121-L44 inhibitor. Furthermore, binding free energy via the MMGBSA method conducted on the last 10 ns interval of MD simulation trajectories revealed the substantial affinity of glycosylated compounds with Mtb CYP121 protein against reference complex. Notably, both the docked poses and residual energy decomposition via the MMGBSA method demonstrated the essential role of active residues in the interactions with glycosylated compounds by comparison with the reference complex. Collectively, this study demonstrates the viability of these screened glycosylated flavonoids as potential inhibitors of Mtb CYP121 for further experimental validation to develop a therapy for the treatment of drug-resistant Mtb strains.


Asunto(s)
Mycobacterium tuberculosis , Mycobacterium tuberculosis/metabolismo , Ligandos , Flavonoides/farmacología , Flavonoides/metabolismo , Unión Proteica , Sistema Enzimático del Citocromo P-450/metabolismo , Inhibidores Enzimáticos del Citocromo P-450/farmacología , Inhibidores Enzimáticos del Citocromo P-450/metabolismo , Simulación de Dinámica Molecular , Hidrógeno/metabolismo
4.
Toxicol Appl Pharmacol ; 455: 116258, 2022 11 15.
Artículo en Inglés | MEDLINE | ID: mdl-36174671

RESUMEN

A characteristic of cytochrome P450 (CYP) enzymes is their ability to generate H2O2, either directly or indirectly via superoxide anion, a reaction referred to as "NADPH oxidase" activity. H2O2 production by CYPs can lead to the accumulation of cytotoxic reactive oxygen species which can compromise cellular functioning and contribute to tissue injury. Herein we determined if form selective CYP inhibitors could distinguish between the activities of the monooxygenase and NADPH oxidase activities of rat recombinant CYP1A2, CYP2E1, CYP3A1 and CYP3A2 and CYP1A1/2-enriched ß-naphthoflavone-induced rat liver microsomes, CYP2E1-enriched isoniazide-induced rat liver microsomes and CYP3A subfamily-enriched dexamethasone-induced rat liver microsomes. In the presence of 7,8-benzoflavone (2.0 µM) for CYP1A2 and 4-methylpyrazole (32 µM) or DMSO (16 mM) for CYP2E1, monooxygenase activity was blocked without affecting NADPH oxidase activity for both the recombinant enzymes and microsomal preparations. Ketoconazole (1.0 µM), a form selective inhibitor for CYP3A subfamily enzymes, completely inhibited monooxygenase activity of rat recombinant CYP3A1/3A2 and CYP3A subfamily in rat liver microsomes; it also partially inhibited NADPH oxidase activity. 7,8-benzoflavone is a type I ligand, which competes with substrate binding, while 4-methylpyrazole and DMSO are type II heme binding ligands. Interactions of heme with these type II ligands was not sufficient to interfere with oxygen activation, which is required for NADPH oxidase activity. Ketoconazole, a type II ligand known to bind multiple sites on CYP3A subfamily enzymes in close proximity to heme, also interfered, at least in part, with oxygen activation. These data indicate that form specific inhibitors can be used to distinguish between monooxygenase reactions and H2O2 generating NADPH oxidase of CYP1A2 and CYP2E1. Mechanisms by which ketoconazole inhibits CYP3A NADPH oxidase remain to be determined.


Asunto(s)
Citocromo P-450 CYP1A2 , Inhibidores Enzimáticos del Citocromo P-450 , Ratas , Animales , Inhibidores Enzimáticos del Citocromo P-450/farmacología , Inhibidores Enzimáticos del Citocromo P-450/metabolismo , Citocromo P-450 CYP1A2/metabolismo , Peróxido de Hidrógeno/metabolismo , NADP/metabolismo , Citocromo P-450 CYP2E1/metabolismo , Citocromo P-450 CYP3A/metabolismo , Citocromo P-450 CYP1A1/metabolismo , Cetoconazol/farmacología , Superóxidos/metabolismo , Especies Reactivas de Oxígeno/metabolismo , beta-naftoflavona/farmacología , Fomepizol , Ligandos , Dimetilsulfóxido , Sistema Enzimático del Citocromo P-450/metabolismo , Microsomas Hepáticos/metabolismo , Hemo/metabolismo , Dexametasona/farmacología , Oxígeno/metabolismo
5.
BMC Complement Med Ther ; 22(1): 197, 2022 Jul 23.
Artículo en Inglés | MEDLINE | ID: mdl-35870998

RESUMEN

BACKGROUND: Plantainoside D is widely existed in the herbs and possesses various pharmacological activities, making it possible to co-administrate with other herbs. Its effect on cytochrome P450 enzymes (P450) is a risk factor for inducing adverse drug-drug interactions. To assess the effect of plantainoside D on the activity of major P450 isoenzymes in human liver microsomes. METHODS: The Cocktail method was conducted in human liver microsomes in the presence of probe substrates. The activity of P450 isoenzymes was evaluated by the production of corresponding metabolites. The concentration-dependent and time-dependent inhibition assays were performed in the presence of 0, 2.5, 5, 10, 25, 50, and 100 µM plantainoside D to characterize the inhibitory effect of plantainoside D. RESULTS: Significant inhibition was observed in the activity of CYP1A2, 2D6, and 3A, which was concentration-dependent with the IC50 values of 12.83, 8.39, and 14.66 µM, respectively. The non-competitive manner and competitive manner were observed in the CYP3A inhibition (Ki = 7.16 µM) and CYP1A2 (Ki = 6.26 µM) and 2D6 inhibition (Ki = 4.54 µM), respectively. Additionally, the inhibition of CYP3A was found to be time-dependent with the KI of 1.28 µM-1 and Kinact of 0.039 min-1. CONCLUSIONS: Weak inhibitory effects of plantainoside D on the activity of CYP1A2, 2D6, and 3A were revealed in vitro, implying its potential of inducing interactions with CYP1A2-, 2D6-, and 3A-metabolized drugs. Although further in vivo validations are needed, the feasibility of the Cocktail method in evaluating P450 activity has been verified.


Asunto(s)
Citocromo P-450 CYP1A2 , Microsomas Hepáticos , Ácidos Cumáricos , Citocromo P-450 CYP1A2/metabolismo , Citocromo P-450 CYP1A2/farmacología , Citocromo P-450 CYP3A/metabolismo , Citocromo P-450 CYP3A/farmacología , Inhibidores Enzimáticos del Citocromo P-450/metabolismo , Inhibidores Enzimáticos del Citocromo P-450/farmacología , Sistema Enzimático del Citocromo P-450/metabolismo , Sistema Enzimático del Citocromo P-450/farmacología , Disacáridos , Humanos , Isoenzimas/metabolismo , Isoenzimas/farmacología , Microsomas Hepáticos/metabolismo
6.
Biomed Pharmacother ; 151: 113124, 2022 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-35594709

RESUMEN

The substrate-analog furin inhibitor MI-1851 can suppress the cleavage of SARS-CoV-2 spike protein and consequently produces significant antiviral effect on infected human airway epithelial cells. In this study, the interaction of inhibitor MI-1851 was examined with human serum albumin using fluorescence spectroscopy and ultrafiltration techniques. Furthermore, the impacts of MI-1851 on human microsomal hepatic cytochrome P450 (CYP) 1A2, 2C9, 2C19, 2D6 and 3A4 activities were assessed based on fluorometric assays. The inhibitory action was also examined on human recombinant CYP3A4 enzyme and on hepatocytes. In addition, microsomal stability (60 min) and cytotoxicity were tested as well. MI-1851 showed no relevant interaction with human serum albumin and was significantly depleted by human microsomes. Furthermore, it did not inhibit CYP1A2, 2C9, 2C19 and 2D6 enzymes. In human hepatocytes, CYP3A4 was significantly suppressed by MI-1851 and weak inhibition was noticed in regard to human microsomes and human recombinant CYP3A4. Finally, MI-1851 did not impair the viability and the oxidative status of primary human hepatocytes (up to 100 µM concentration). Based on these observations, furin inhibitor MI-1851 appears to be potential drug candidates in the treatment of COVID-19, due to the involvement of furin in S protein priming and thus activation of the pandemic SARS-CoV-2.


Asunto(s)
Inhibidores Enzimáticos del Citocromo P-450 , Furina , Humanos , Albúminas/farmacología , Tratamiento Farmacológico de COVID-19 , Citocromo P-450 CYP3A/metabolismo , Inhibidores Enzimáticos del Citocromo P-450/metabolismo , Inhibidores Enzimáticos del Citocromo P-450/farmacología , Inhibidores Enzimáticos del Citocromo P-450/toxicidad , Sistema Enzimático del Citocromo P-450/efectos de los fármacos , Sistema Enzimático del Citocromo P-450/metabolismo , Furina/antagonistas & inhibidores , Furina/metabolismo , Furina/farmacología , Microsomas Hepáticos , SARS-CoV-2/efectos de los fármacos , Albúmina Sérica Humana/metabolismo , Glicoproteína de la Espiga del Coronavirus
7.
Molecules ; 27(3)2022 Jan 29.
Artículo en Inglés | MEDLINE | ID: mdl-35164195

RESUMEN

Aspirin (also known as acetylsalicylic acid) is a drug intended to treat fever, pain, or inflammation. Treatment of moderate to severe cases of COVID-19 using aspirin along with dexamethasone has gained major attention globally in recent times. Thus, the purpose of this study was to use High-Performance Liquid Chromatography (HPLC) to evaluate the in vitro inhibition of CYP3A2 enzyme activity using aspirin in rat liver microsomes (RLMs). In this study, an efficient and sensitive HPLC method was developed using a reversed phase C18 column (X Bridge 4.6 mm × 150 mm, 3.5 µm) at 243 nm using acetonitrile and water (70:30 v/v). The linearity (r2 > 0.999), precision (<15%), accuracy and recovery (80-120%), limit of detection (5.60 µM and 0.06 µM), limit of quantification (16.98 µM and 0.19 µM), and stability of the newly developed method were validated for dexamethasone and 6ß-hydroxydexamethasone, respectively, following International Conference on Harmonization (ICH) guidelines. This method was applied in vitro to measure CYP3A2 activity. The results showed that aspirin competitively inhibits 6ß-hydroxylation (CYP3A2 activity) with an inhibition constant (Ki) = 95.46 µM and the concentration of the inhibitor causing 50% inhibition of original enzyme activity (IC50) = 190.92 µM. This indicated that there is a minimal risk of toxicity when dexamethasone and aspirin are co-administrated and a very low risk of toxicity and drug interaction with drugs that are a substrate for CYP3A2 in healthcare settings.


Asunto(s)
Aspirina/farmacología , Cromatografía Líquida de Alta Presión/métodos , Citocromo P-450 CYP3A/metabolismo , Animales , Aspirina/química , Citocromo P-450 CYP3A/efectos de los fármacos , Inhibidores Enzimáticos del Citocromo P-450/metabolismo , Sistema Enzimático del Citocromo P-450/metabolismo , Dexametasona/análogos & derivados , Dexametasona/farmacología , Masculino , Microsomas Hepáticos/metabolismo , Preparaciones Farmacéuticas/metabolismo , Isoformas de Proteínas/metabolismo , Ratas , Ratas Sprague-Dawley , Reproducibilidad de los Resultados , SARS-CoV-2/efectos de los fármacos , SARS-CoV-2/patogenicidad , Tratamiento Farmacológico de COVID-19
8.
Drug Metab Dispos ; 50(4): 413-421, 2022 04.
Artículo en Inglés | MEDLINE | ID: mdl-35042700

RESUMEN

The oxazolidinone antibacterial linezolid has been in clinical use for over 20 years, yet knowledge of the contributions of specific cytochrome (CYP) 450 enzymes to the metabolic clearance of this drug were mostly unknown. In this investigation, it was revealed that three P450 enzymes that had not been previously explored in linezolid metabolism, CYP2J2, CYP4F2, and CYP1B1, catalyzed the 2-hydroxylation and de-ethyleneation of the morpholine moiety of linezolid. The intrinsic clearance for linezolid metabolism in pooled human liver microsomes was low at 0.51 µL/min/mg protein, consistent with its in vivo clearance in humans, and the KM was high (>200 µM). In recombinant human P450 enzymes, a rank order of intrinsic clearance values for linezolid 2-hydroxylation were CYP2J2 ≫ CYP4F2 > CYP2C8 > CYP1B1 ≈ CYP2D6 ≈ CYP3A4 > CYP1A1 > CYP3A5, with nine other P450 enzymes showing no linezolid metabolism. The effect of selective inhibitors for these eight P450 enzymes on linezolid metabolism in pooled human liver microsomes was evaluated to provide estimates of the relative fractional contributions of these enzymes to linezolid metabolism. These experiments suggest that CYP2J2 and CYP4F2 contribute about 50% each to linezolid hepatic metabolism. It is proposed that the oxidative metabolic clearance of linezolid is primarily catalyzed by these two unusual P450 enzymes and that this explains the lack of observation of meaningful effects of common perpetrators of drug interactions on linezolid pharmacokinetics. SIGNIFICANCE STATEMENT: Linezolid is an important antibacterial drug, but the enzymes involved in its oxidative metabolism were unknown. In this study, evidence is shown that supports an important role for two enzymes not frequently associated with the metabolism of drugs: cytochrome P450 2J2 and cytochrome P450 4F2. These observations offer insight to understand the results of clinical drug-drug interaction studies conducted on linezolid.


Asunto(s)
Inhibidores Enzimáticos del Citocromo P-450 , Sistema Enzimático del Citocromo P-450 , Catálisis , Inhibidores Enzimáticos del Citocromo P-450/metabolismo , Inhibidores Enzimáticos del Citocromo P-450/farmacología , Sistema Enzimático del Citocromo P-450/metabolismo , Humanos , Linezolid/metabolismo , Microsomas Hepáticos/metabolismo
9.
J Inorg Biochem ; 229: 111722, 2022 04.
Artículo en Inglés | MEDLINE | ID: mdl-35078036

RESUMEN

Anthracycline chemotherapeutics are highly effective, but their clinical usefulness is hampered by adverse side effects such as cardiotoxicity. Cytochrome P450 2J2 (CYP2J2) is a cytochrome P450 epoxygenase in human cardiomyocytes that converts arachidonic acid (AA) to cardioprotective epoxyeicosatrienoic acid (EET) regioisomers. Herein, we performed biochemical studies to understand the interaction of anthracycline derivatives (daunorubicin, doxorubicin, epirubicin, idarubicin, 5-iminodaunorubicin, zorubicin, valrubicin, and aclarubicin) with CYP2J2. We utilized fluorescence polarization (FP) to assess whether anthracyclines bind to CYP2J2. We found that aclarubicin bound the strongest to CYP2J2 despite it having large bulky groups. We determined that ebastine competitively inhibits anthracycline binding, suggesting that ebastine and anthracyclines may share the same binding site. Molecular dynamics and ensemble docking revealed electrostatic interactions between the anthracyclines and CYP2J2, contributing to binding stability. In particular, the glycosamine groups in anthracyclines are stabilized by binding to glutamate and aspartate residues in CYP2J2 forming salt bridge interactions. Furthermore, we used iterative ensemble docking schemes to gauge anthracycline influence on EET regioisomer production and anthracycline inhibition on AA metabolism. This was followed by experimental validation of CYP2J2-mediated metabolism of anthracycline derivatives using liquid chromatography tandem mass spectrometry fragmentation analysis and inhibition of CYP2J2-mediated AA metabolism by these derivatives. Taken together, we use both experimental and theoretical methodologies to unveil the interactions of anthracycline derivatives with CYP2J2. These studies will help identify alternative mechanisms of how anthracycline cardiotoxicity may be mediated through the inhibition of cardiac P450, which will aid in the design of new anthracycline derivatives with lower toxicity.


Asunto(s)
Antraciclinas/metabolismo , Citocromo P-450 CYP2J2/antagonistas & inhibidores , Citocromo P-450 CYP2J2/metabolismo , Inhibidores Enzimáticos del Citocromo P-450/metabolismo , Antraciclinas/química , Ácido Araquidónico/metabolismo , Citocromo P-450 CYP2J2/química , Inhibidores Enzimáticos del Citocromo P-450/química , Humanos , Simulación de Dinámica Molecular , Miocitos Cardíacos/enzimología , Unión Proteica , Electricidad Estática
10.
PLoS Comput Biol ; 18(1): e1009820, 2022 01.
Artículo en Inglés | MEDLINE | ID: mdl-35081108

RESUMEN

Cytochrome P450 2C9 (CYP2C9) is a major drug-metabolizing enzyme that represents 20% of the hepatic CYPs and is responsible for the metabolism of 15% of drugs. A general concern in drug discovery is to avoid the inhibition of CYP leading to toxic drug accumulation and adverse drug-drug interactions. However, the prediction of CYP inhibition remains challenging due to its complexity. We developed an original machine learning approach for the prediction of drug-like molecules inhibiting CYP2C9. We created new predictive models by integrating CYP2C9 protein structure and dynamics knowledge, an original selection of physicochemical properties of CYP2C9 inhibitors, and machine learning modeling. We tested the machine learning models on publicly available data and demonstrated that our models successfully predicted CYP2C9 inhibitors with an accuracy, sensitivity and specificity of approximately 80%. We experimentally validated the developed approach and provided the first identification of the drugs vatalanib, piriqualone, ticagrelor and cloperidone as strong inhibitors of CYP2C9 with IC values <18 µM and sertindole, asapiprant, duvelisib and dasatinib as moderate inhibitors with IC50 values between 40 and 85 µM. Vatalanib was identified as the strongest inhibitor with an IC50 value of 0.067 µM. Metabolism assays allowed the characterization of specific metabolites of abemaciclib, cloperidone, vatalanib and tarafenacin produced by CYP2C9. The obtained results demonstrate that such a strategy could improve the prediction of drug-drug interactions in clinical practice and could be utilized to prioritize drug candidates in drug discovery pipelines.


Asunto(s)
Biología Computacional/métodos , Citocromo P-450 CYP2C9 , Inhibidores Enzimáticos del Citocromo P-450 , Aprendizaje Automático , Citocromo P-450 CYP2C9/química , Citocromo P-450 CYP2C9/metabolismo , Inhibidores Enzimáticos del Citocromo P-450/análisis , Inhibidores Enzimáticos del Citocromo P-450/química , Inhibidores Enzimáticos del Citocromo P-450/metabolismo , Interacciones Farmacológicas , Humanos
11.
Arch Toxicol ; 96(3): 793-808, 2022 03.
Artículo en Inglés | MEDLINE | ID: mdl-34989853

RESUMEN

Sesquiterpene lactone helenalin is used as an antiphlogistic in European and Chinese folk medicine. The pharmacological activities of helenalin have been extensively investigated, yet insufficient information exists about its metabolic properties. The objectives of the present study were (1) to investigate the in vitro NADPH-dependent metabolism of helenalin (5 and 100 µM) using human and rat liver microsomes and liver cytosol, (2) to elucidate the role of human cytochrome P450 (CYP) enzymes in its oxidative metabolism, and (3) to study the inhibition of human CYPs by helenalin. Five oxidative metabolites were detected in NADPH-dependent human and rat liver microsomal incubations, while two reduced metabolites were detected only in NADPH-dependent human microsomal and cytosolic incubations. In human liver microsomes, the main oxidative metabolite was 14-hydroxyhelenalin, and in rat liver microsomes 9-hydroxyhelenalin. The overall oxidation of helenalin was several times more efficient in rat than in human liver microsomes. In humans, CYP3A4 and CYP3A5 followed by CYP2B6 were the main enzymes responsible for the hepatic metabolism of helenalin. The extrahepatic CYP2A13 oxidized helenalin most efficiently among CYP enzymes, possessing the Km value of 0.6 µM. Helenalin inhibited CYP3A4 (IC50 = 18.7 µM) and CYP3A5 (IC50 = 62.6 µM), and acted as a mechanism-based inhibitor of CYP2A13 (IC50 = 1.1 µM, KI = 6.7 µM, and kinact = 0.58 ln(%)/min). It may be concluded that the metabolism of helenalin differs between rats and humans, in the latter its oxidation is catalyzed by hepatic CYP2B6, CYP3A4, CYP3A5, and CYP3A7, and extrahepatic CYP2A13.


Asunto(s)
Inhibidores Enzimáticos del Citocromo P-450/metabolismo , Sistema Enzimático del Citocromo P-450/metabolismo , Microsomas Hepáticos/metabolismo , Sesquiterpenos de Guayano/metabolismo , Animales , Inhibidores Enzimáticos del Citocromo P-450/administración & dosificación , Inhibidores Enzimáticos del Citocromo P-450/farmacología , Sistema Enzimático del Citocromo P-450/efectos de los fármacos , Femenino , Humanos , Concentración 50 Inhibidora , Masculino , NADP/metabolismo , Ratas , Ratas Wistar , Sesquiterpenos de Guayano/administración & dosificación , Sesquiterpenos de Guayano/farmacología , Especificidad de la Especie
12.
J Chem Inf Model ; 62(21): 5059-5068, 2022 11 14.
Artículo en Inglés | MEDLINE | ID: mdl-34672553

RESUMEN

The human cytochrome P450 (CYP) superfamily holds responsibilities for the metabolism of both endogenous and exogenous compounds such as drugs, cellular metabolites, and toxins. The inhibition exerted on the CYP enzymes is closely associated with adverse drug reactions encompassing metabolic failures and induced side effects. In modern drug discovery, identification of potential CYP inhibitors is, therefore, highly essential. Alongside experimental approaches, numerous computational models have been proposed to address this biochemical issue. In this study, we introduce iCYP-MFE, a computational framework for virtual screening on CYP inhibitors toward 1A2, 2C9, 2C19, 2D6, and 3A4 isoforms. iCYP-MFE contains a set of five robust, stable, and effective prediction models developed using multitask learning incorporated with molecular fingerprint-embedded features. The results show that multitask learning can remarkably leverage useful information from related tasks to promote global performance. Comparative analysis indicates that iCYP-MFE achieves three predominant tasks, one equivalent task, and one less effective task compared to state-of-the-art methods. The area under the receiver operating characteristic curve (AUC-ROC) and the area under the precision-recall curve (AUC-PR) were two decisive metrics used for model evaluation. The prediction task for CYP2D6-inhibition achieves the highest AUC-ROC value of 0.93 while the prediction task for CYP1A2-inhibition obtains the highest AUC-PR value of 0.92. The substructural analysis preliminarily explains the nature of the CYP-inhibitory activity of compounds. An online web server for iCYP-MFE with a user-friendly interface was also deployed to support scientific communities in identifying CYP inhibitors.


Asunto(s)
Inhibidores Enzimáticos del Citocromo P-450 , Sistema Enzimático del Citocromo P-450 , Humanos , Inhibidores Enzimáticos del Citocromo P-450/farmacología , Inhibidores Enzimáticos del Citocromo P-450/metabolismo , Sistema Enzimático del Citocromo P-450/metabolismo , Citocromo P-450 CYP2D6 , Área Bajo la Curva , Microsomas Hepáticos/metabolismo
13.
Arch Biochem Biophys ; 712: 109048, 2021 11 15.
Artículo en Inglés | MEDLINE | ID: mdl-34600893

RESUMEN

Like human, fungi too are known to share lot of structural similarities amongst their CYPs (Cytochrome P450 super family of enzymes) which allows antifungal 'azole' compounds to interact with CYPs of human. Clotrimazole, an 'azole' antifungal drug, is a known inhibitor of fungal CYP named CYP51B. Curcumin, a phytochemical obtained from Curcuma longa has the ability to interact with several different human CYPs to induce inhibition. The sequence and the structural similarities amongst both human and fungal CYPs suggest a strong possibility for curcumin to interact with fungal CYP51B to behave like an antifungal agent. To test this hypothesis a study was designed involving mucormycosis agent, Rhizopus oryzae. The ability of curcumin to interact with fungal CYP51B was analysed computationally through molecular docking, MM-GBSA and Molecular Dynamics (MD) simulation assessment. Further, interaction profile for fungal CYP51B-curcumin was compared with human CYP3A4-curcumin, as there are published evidence describing curcumin as an inhibitor of human CYPs. Additionally, to validate in silico findings, an in vitro assay was performed to examine the antifungal potentials of curcumin on the R. oryzae. Conclusive results allow us to determine a plausible mode of action of curcumin to act as an antifungal against a mucormycosis agent.


Asunto(s)
Antifúngicos/farmacología , Curcumina/farmacología , Inhibidores Enzimáticos del Citocromo P-450/farmacología , Sistema Enzimático del Citocromo P-450/metabolismo , Proteínas Fúngicas/antagonistas & inhibidores , Rhizopus oryzae/efectos de los fármacos , Secuencia de Aminoácidos , Antifúngicos/metabolismo , Clotrimazol/metabolismo , Clotrimazol/farmacología , Curcumina/metabolismo , Inhibidores Enzimáticos del Citocromo P-450/metabolismo , Ergosterol/metabolismo , Proteínas Fúngicas/metabolismo , Humanos , Pruebas de Sensibilidad Microbiana , Simulación del Acoplamiento Molecular , Simulación de Dinámica Molecular , Filogenia , Unión Proteica
14.
Drug Metab Pharmacokinet ; 39: 100401, 2021 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-34089983

RESUMEN

The objective of this study was to obtain the indicators of physicochemical parameters and structurally active sites to design new chemical entities with desirable pharmacokinetic profiles by investigating the process by which machine learning prediction models arrive at their decisions, which are called explainable artificial intelligence. First, we developed the prediction models for metabolic stability, CYP inhibition, and P-gp and BCRP substrate recognition using 265 physicochemical parameters for designing the molecular structures. Four important parameters, including the well-known indicator h_logD, are common in some in vitro studies; as such, these can be used to optimize compounds simultaneously to address multiple pharmacokinetic concerns. Next, we developed machine learning models that had been programmed to show structurally active sites. Many types of machine learning models were developed using the results of in vitro metabolic stability study of around 30000 in-house compounds. The metabolic sites of in-house compounds predicted using some prediction models matched experimentally identified metabolically active sites, with a ratio of number of metabolic sites (predicted/actual) of over 90%. These models can be applied to several screening projects. These two approaches can be employed for obtaining lead compounds with desirable pharmacokinetic profiles efficiently.


Asunto(s)
Simulación por Computador , Inhibidores Enzimáticos del Citocromo P-450 , Aprendizaje Automático , Inteligencia Artificial , Inhibidores Enzimáticos del Citocromo P-450/metabolismo , Inhibidores Enzimáticos del Citocromo P-450/farmacocinética , Diseño de Fármacos/métodos , Descubrimiento de Drogas/métodos , Humanos , Modelos Moleculares , Estructura Molecular , Valor Predictivo de las Pruebas , Relación Estructura-Actividad Cuantitativa
15.
Drug Metab Dispos ; 49(5): 379-388, 2021 05.
Artículo en Inglés | MEDLINE | ID: mdl-33674271

RESUMEN

As a partner antimalarial with an extremely long elimination half-life (∼30 days), piperaquine (PQ) is mainly metabolized into a pharmacologically active N-oxide metabolite [piperaquine N-oxide (PN1)] in humans. In the present work, the metabolic retroversion of PQ and PN1, potentially associated with decreased clearance of PQ, was studied. The results showed that interconversion existed for PQ and its metabolite PN1. The N-oxidation of PQ to PN1 was mainly mediated by CYP3A4, and PN1 can rapidly reduce back to PQ via cytochrome P450 (P450)/flavin-containing monooxygenase enzymes. In accordance with these findings, the P450 nonselective inhibitor (1-ABT) or CYP3A4 inhibitor (ketoconazole) inhibited the N-oxidation pathway in liver microsomes (>90%), and the reduction metabolism was inhibited by 1-ABT (>90%) or methimazole (∼50%). Based on in vitro physiologic and enzyme kinetic studies, quantitative prediction of hepatic clearance (CLH) of PQ was performed, which indicated its negligible decreased elimination in humans in the presence of futile cycling, with the unbound CLH decreasing by 2.5% (0.069 l/h per kilogram); however, a minor decrease in unbound CLH (by 12.8%) was found in mice (0.024 l/h per kilogram). After an oral dose of PQ (or PN1) to mice, the parent form predominated in the blood circulation, and PN1 (or PQ) was detected as a major metabolite. Other factors probably associated with delayed elimination of PQ (intestinal metabolism and enterohepatic circulation) did not play a key role in PQ elimination. These data suggested that the metabolic interconversion of PQ and its N-oxide metabolite contributes to but may not significantly prolong its duration in humans. SIGNIFICANCE STATEMENT: This paper investigated the interconversion metabolism of piperaquine (PQ) and its N-oxide metabolite in vitro as well as in mice. The metabolic profiles of PQ were reestablished by this futile cycling, which contributes to but may not significantly prolong its elimination in humans. Enzyme phenotyping indicated a low possibility of interaction of PQ during artemisinin drug-based combination therapy treatment.


Asunto(s)
Antimaláricos/metabolismo , Inhibidores Enzimáticos del Citocromo P-450/metabolismo , Sistema Enzimático del Citocromo P-450/metabolismo , Microsomas Hepáticos/metabolismo , Piperazinas/metabolismo , Quinolinas/metabolismo , Animales , Antimaláricos/farmacología , Inhibidores Enzimáticos del Citocromo P-450/farmacología , Perros , Haplorrinos , Humanos , Masculino , Ratones , Microsomas Hepáticos/efectos de los fármacos , Oxidación-Reducción/efectos de los fármacos , Piperazinas/farmacología , Quinolinas/farmacología , Ratas , Porcinos , Porcinos Enanos
16.
Toxicol Appl Pharmacol ; 419: 115502, 2021 05 15.
Artículo en Inglés | MEDLINE | ID: mdl-33774063

RESUMEN

The toxicological manifestation of many pollutants relies upon their binding to the aryl hydrocarbon receptor (AHR), and it follows a cascade of reactions culminating in an elevated expression of cytochrome P450 (CYP) 1 enzymes. CYP1A1 and CYP1B1 are associated with enhanced carcinogenesis when chronically exposed to certain polyaromatic hydrocarbons, and their inhibition may lead to chemoprevention. We evaluated dibenzyl trisulfide (DTS), expressed in the ethnomedical plant, Petiveria alliacea, for such potential chemoprevention. Using recombinant human CYP1A1 and CYP1B1 bactosomes on a fluorogenic assay, we first demonstrated that DTS moderately inhibited both enzymes with half maximal inhibitory concentration (IC50) values of 1.3 ± 0.3 and 1.7 ± 0.3 µM, respectively. Against CYP1A1, DTS was a reversible, competitive inhibitor with an apparent inhibitory constant (Ki) of 4.55 ± 0.37 µM. In silico molecular modeling showed that DTS binds with an affinity of -39.8 kJ·mol-1, situated inside the binding pocket, approximately 4.3 Å away from the heme group, exhibiting interactions with phenylalanine residue 123 (Phe-123), Phe-224, and Phe-258. Lastly, zebrafish (Danio rerio) embryos were exposed to 0.08-0.8 µM DTS from 24 to 96 h post fertilization (hpf) with the in vivo ethoxyresorufin-O-deethylase (EROD) assay, and, at 96 hpf, DTS significantly suppressed EROD CYP1A activity in a dose-dependent manner, with up to 60% suppression in the highest 0.8 µM exposure group. DTS had no impact on gene transcription levels for cyp1a and aryl hydrocarbon receptor 2 (ahr2). In co-exposure experiments, DTS suppressed CYP1A activity induced by both B[a]P and PCB-126, although these reductions were not significant. Taken together, these results demonstrate that DTS is a direct, reversible, competitive inhibitor of the carcinogen-activating CYP1A enzyme, binding in the active site pocket close to the heme site, and shows potential in chemoprevention.


Asunto(s)
Compuestos de Bencilo/farmacología , Citocromo P-450 CYP1A1/antagonistas & inhibidores , Citocromo P-450 CYP1B1/antagonistas & inhibidores , Inhibidores Enzimáticos del Citocromo P-450/farmacología , Receptores de Hidrocarburo de Aril/metabolismo , Sulfuros/farmacología , Proteínas de Pez Cebra/metabolismo , Activación Metabólica , Animales , Benzo(a)pireno/metabolismo , Benzo(a)pireno/toxicidad , Compuestos de Bencilo/metabolismo , Sitios de Unión , Unión Competitiva , Dominio Catalítico , Citocromo P-450 CYP1A1/genética , Citocromo P-450 CYP1A1/metabolismo , Citocromo P-450 CYP1B1/genética , Citocromo P-450 CYP1B1/metabolismo , Inhibidores Enzimáticos del Citocromo P-450/metabolismo , Regulación de la Expresión Génica , Humanos , Bifenilos Policlorados/metabolismo , Bifenilos Policlorados/toxicidad , Unión Proteica , Receptores de Hidrocarburo de Aril/genética , Sulfuros/metabolismo , Pez Cebra/embriología , Pez Cebra/metabolismo , Proteínas de Pez Cebra/genética
17.
Eur J Med Chem ; 215: 113255, 2021 Apr 05.
Artículo en Inglés | MEDLINE | ID: mdl-33611185

RESUMEN

Human cytochrome P450 enzyme CYP4Z1 represents a promising target for the treatment of a multitude of malignancies including breast cancer. The most active known non-covalent inhibitor (1-benzylimidazole) only shows low micromolar affinity to CYP4Z1. We report a new, highly active inhibitor for CYP4Z1 showing confirmed binding in an enzymatic assay and an IC50 value of 63 ± 19 nM in stably transfected MCF-7 cells overexpressing CYP4Z1. The new inhibitor was identified by a systematically developed virtual screening protocol. Binding was rationalized using a carefully elaborated 3D pharmacophore hypothesis and thoroughly characterized using extensive molecular dynamics simulations and dynamic 3D pharmacophore (dynophore) analyses. This novel inhibitor represents a valuable pharmacological tool to accelerate characterization of the still understudied CYP4Z1 and might pave the way for a new treatment strategy in CYP4Z1-associated malignancies. The presented in silico model for predicting CYP4Z1 interaction provides novel mechanistic insights and revealed that the drug ozagrel interacts with CYP4Z1.


Asunto(s)
Inhibidores Enzimáticos del Citocromo P-450/farmacología , Familia 4 del Citocromo P450/antagonistas & inhibidores , Imidazoles/farmacología , Animales , Inhibidores Enzimáticos del Citocromo P-450/química , Inhibidores Enzimáticos del Citocromo P-450/metabolismo , Familia 4 del Citocromo P450/metabolismo , Descubrimiento de Drogas , Humanos , Imidazoles/química , Imidazoles/metabolismo , Células MCF-7 , Metacrilatos/farmacología , Simulación del Acoplamiento Molecular , Simulación de Dinámica Molecular , Estructura Molecular , Unión Proteica , Conejos , Relación Estructura-Actividad
18.
Curr Drug Metab ; 21(14): 1127-1135, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-33292107

RESUMEN

BACKGROUND: In clinical practice, chloroquine and hydroxychloroquine are often co-administered with other drugs in the treatment of malaria, chronic inflammatory diseases, and COVID-19. Therefore, their metabolic properties and the effects on the activity of cytochrome P450 (P450, CYP) enzymes and drug transporters should be considered when developing the most efficient treatments for patients. METHODS: Scientific literature on the interactions of chloroquine and hydroxychloroquine with human P450 enzymes and drug transporters, was searched using PUBMED.Gov (https://pubmed.ncbi.nlm.nih.gov/) and the ADME database (https://life-science.kyushu.fujitsu.com/admedb/). RESULTS: Chloroquine and hydroxychloroquine are metabolized by P450 1A2, 2C8, 2C19, 2D6, and 3A4/5 in vitro and by P450s 2C8 and 3A4/5 in vivo by N-deethylation. Chloroquine effectively inhibited P450 2D6 in vitro; however, in vivo inhibition was not apparent except in individuals with limited P450 2D6 activity. Chloroquine is both an inhibitor and inducer of the transporter MRP1 and is also a substrate of the Mate and MRP1 transport systems. Hydroxychloroquine also inhibited P450 2D6 and the transporter OATP1A2. CONCLUSIONS: Chloroquine caused a statistically significant decrease in P450 2D6 activity in vitro and in vivo, also inhibiting its own metabolism by the enzyme. The inhibition indicates a potential for clinical drug-drug interactions when taken with other drugs that are predominant substrates of the P450 2D6. When chloroquine and hydroxychloroquine are used clinically with other drugs, substrates of P450 2D6 enzyme, attention should be given to substrate-specific metabolism by P450 2D6 alleles present in individuals taking the drugs.


Asunto(s)
Cloroquina/metabolismo , Inhibidores Enzimáticos del Citocromo P-450/metabolismo , Sistema Enzimático del Citocromo P-450/metabolismo , Hidroxicloroquina/metabolismo , Proteínas de Transporte de Membrana/metabolismo , Animales , COVID-19/metabolismo , Cloroquina/uso terapéutico , Inhibidores Enzimáticos del Citocromo P-450/uso terapéutico , Interacciones Farmacológicas/fisiología , Humanos , Hidroxicloroquina/uso terapéutico , Preparaciones Farmacéuticas/metabolismo , Tratamiento Farmacológico de COVID-19
19.
Arch Toxicol ; 94(11): 3671-3722, 2020 11.
Artículo en Inglés | MEDLINE | ID: mdl-33111191

RESUMEN

The cytochrome P450 (CYP) enzyme family is the most important enzyme system catalyzing the phase 1 metabolism of pharmaceuticals and other xenobiotics such as herbal remedies and toxic compounds in the environment. The inhibition and induction of CYPs are major mechanisms causing pharmacokinetic drug-drug interactions. This review presents a comprehensive update on the inhibitors and inducers of the specific CYP enzymes in humans. The focus is on the more recent human in vitro and in vivo findings since the publication of our previous review on this topic in 2008. In addition to the general presentation of inhibitory drugs and inducers of human CYP enzymes by drugs, herbal remedies, and toxic compounds, an in-depth view on tyrosine-kinase inhibitors and antiretroviral HIV medications as victims and perpetrators of drug-drug interactions is provided as examples of the current trends in the field. Also, a concise overview of the mechanisms of CYP induction is presented to aid the understanding of the induction phenomena.


Asunto(s)
Antirretrovirales/farmacología , Inductores de las Enzimas del Citocromo P-450/metabolismo , Inhibidores Enzimáticos del Citocromo P-450/metabolismo , Sistema Enzimático del Citocromo P-450/metabolismo , Proteínas Tirosina Quinasas/antagonistas & inhibidores , Xenobióticos/metabolismo , Animales , Antirretrovirales/antagonistas & inhibidores , Antineoplásicos/farmacología , Interacciones Farmacológicas , Humanos
20.
Molecules ; 25(19)2020 Oct 08.
Artículo en Inglés | MEDLINE | ID: mdl-33050066

RESUMEN

AB-FUBINACA, a synthetic indazole carboxamide cannabinoid, has been used worldwide as a new psychoactive substance. Because drug abusers take various drugs concomitantly, it is necessary to explore potential AB-FUBINACA-induced drug-drug interactions caused by modulation of drug-metabolizing enzymes and transporters. In this study, the inhibitory effects of AB-FUBINACA on eight major human cytochrome P450s (CYPs) and six uridine 5'-diphospho-glucuronosyltransferases (UGTs) of human liver microsomes, and on eight clinically important transport activities including organic cation transporters (OCT)1 and OCT2, organic anion transporters (OAT)1 and OAT3, organic anion transporting polypeptide transporters (OATP)1B1 and OATP1B3, P-glycoprotein, and breast cancer resistance protein (BCRP) in transporter-overexpressing cells were investigated. AB-FUBINACA inhibited CYP2B6-mediated bupropion hydroxylation via mixed inhibition with Ki value of 15.0 µM and competitively inhibited CYP2C8-catalyzed amodiaquine N-de-ethylation, CYP2C9-catalyzed diclofenac 4'-hydroxylation, CYP2C19-catalyzed [S]-mephenytoin 4'-hydroxylation, and CYP2D6-catalyzed bufuralol 1'-hydroxylation with Ki values of 19.9, 13.1, 6.3, and 20.8 µM, respectively. AB-FUBINACA inhibited OCT2-mediated MPP+ uptake via mixed inhibition (Ki, 54.2 µM) and competitively inhibited OATP1B1-mediated estrone-3-sulfate uptake (Ki, 94.4 µM). However, AB-FUBINACA did not significantly inhibit CYP1A2, CYP2A6, CYP3A4, UGT1A1, UGT1A3, UGT1A4, UGT1A6, or UGT2B7 enzyme activities at concentrations up to 100 µM. AB-FUBINACA did not significantly inhibit the transport activities of OCT1, OAT1/3, OATP1B3, P-glycoprotein, or BCRP at concentrations up to 250 µM. As the pharmacokinetics of AB-FUBINACA in humans and animals remain unknown, it is necessary to clinically evaluate potential in vivo pharmacokinetic drug-drug interactions induced by AB-FUBINACA-mediated inhibition of CYP2B6, CYP2C8, CYP2C9, CYP2C19, CYP2D6, OCT2, and OATP1B1 activities.


Asunto(s)
Sistema Enzimático del Citocromo P-450/metabolismo , Glucuronosiltransferasa/metabolismo , Indazoles/metabolismo , Proteínas de Transporte de Membrana/metabolismo , Uridina Difosfato/metabolismo , Cannabinoides/metabolismo , Línea Celular , Inhibidores Enzimáticos del Citocromo P-450/metabolismo , Interacciones Farmacológicas/fisiología , Células HEK293 , Humanos , Microsomas Hepáticos/metabolismo
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