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1.
J Toxicol Sci ; 46(4): 167-176, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-33814510

RESUMEN

Drug-induced liver injury (DILI) is one of the major causes for the discontinuation of drug development and withdrawal of drugs from the market. Since it is known that reactive metabolite formation and being substrates or inhibitors of cytochrome P450s (P450s) are associated with DILI, we systematically investigated the association between human P450 inhibition and DILI. The inhibitory activity of 266 DILI-positive drugs (DILI drugs) and 92 DILI-negative drugs (no-DILI drugs), which were selected from Liver Toxicity Knowledge Base (US Food and Drug Administration), against 8 human P450 forms was assessed using recombinant enzymes and luminescent substrates, and the threshold values showing the highest balanced accuracy for DILI discrimination were determined for each P450 enzyme using receiver operating characteristic analyses. The results showed that among the P450s tested, CYP1A1 and CYP1B1 were inhibited by DILI drugs more than no-DILI drugs with a statistical significance. We found that 91% of drugs that showed inhibitory activity greater than the threshold values against CYP1A1 or CYP1B1 were DILI drugs. The results of internal 5-fold cross-validation confirmed the usefulness of CYP1A1 and CYP1B1 inhibition data for the threshold-based discrimination of DILI drugs. Although the contribution of these P450s to drug metabolism in the liver is considered minimal, our present findings suggest that the assessment of CYP1A1 and CYP1B1 inhibition is useful for screening DILI risk of drug candidates at the early stage of drug development.


Asunto(s)
Enfermedad Hepática Inducida por Sustancias y Drogas/etiología , Citocromo P-450 CYP1A1/antagonistas & inhibidores , Citocromo P-450 CYP1B1/antagonistas & inhibidores , Inhibidores Enzimáticos del Citocromo P-450/efectos adversos , Enfermedad Hepática Inducida por Sustancias y Drogas/metabolismo , Desarrollo de Medicamentos , Humanos , Técnicas In Vitro , Hígado/enzimología , Hígado/metabolismo , Curva ROC
2.
Toxicol Appl Pharmacol ; 388: 114854, 2020 02 01.
Artículo en Inglés | MEDLINE | ID: mdl-31836524

RESUMEN

Repeated-dose toxicity (RDT) studies are one of the critical studies to assess chemical safety. There have been some studies attempting to predict RDT endpoints based on chemical substructures, but it remains very difficult to establish such a method, and a more detailed characterization of chemical compounds seems necessary. Cytochrome P450s (P450s) comprise multiple forms with different substrate specificities and play important roles in both the detoxification and metabolic activation of xenobiotics. In this study, we investigated possible use of P450 reactivity of chemical compounds to classify the compounds. A total of 148 compounds with available rat RDT test data were used as test compounds and subjected to inhibition assays against 18 human and rat P450s. Among the tested compounds, 82 compounds inhibited at least one P450 form. Hierarchical clustering analyses using the P450 inhibitory profiles divided the 82 compounds into nine groups, some of which showed characteristic chemical and biological properties. Principal component analyses of the P450 inhibition data in combination with the calculated chemical descriptors demonstrated that P450 inhibition data were plotted differently than most chemical descriptors in the loading plots. Finally, association analyses between P450 inhibition and RDT endpoints showed that some endpoints related to the liver, kidney and hematology were significantly associated with the inhibition of some P450s. Our present results suggest that the P450 reactivity profiles can be used as novel descriptors for characterizing chemical compounds for the investigation of the toxicity mechanism and/or the establishment of a toxicity prediction model.


Asunto(s)
Inhibidores Enzimáticos del Citocromo P-450/toxicidad , Sistema Enzimático del Citocromo P-450/metabolismo , Ensayos Analíticos de Alto Rendimiento/métodos , Modelos Biológicos , Pruebas de Toxicidad/métodos , Animales , Análisis por Conglomerados , Simulación por Computador , Conjuntos de Datos como Asunto , Relación Dosis-Respuesta a Droga , Humanos , Microsomas Hepáticos , Análisis de Componente Principal , Ratas
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