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1.
Arch Toxicol ; 93(2): 385-399, 2019 02.
Artículo en Inglés | MEDLINE | ID: mdl-30426165

RESUMEN

The transcription factor NRF2, governed by its repressor KEAP1, protects cells against oxidative stress. There is interest in modelling the NRF2 response to improve the prediction of clinical toxicities such as drug-induced liver injury (DILI). However, very little is known about the makeup of the NRF2 transcriptional network and its response to chemical perturbation in primary human hepatocytes (PHH), which are often used as a translational model for investigating DILI. Here, microarray analysis identified 108 transcripts (including several putative novel NRF2-regulated genes) that were both downregulated by siRNA targeting NRF2 and upregulated by siRNA targeting KEAP1 in PHH. Applying weighted gene co-expression network analysis (WGCNA) to transcriptomic data from the Open TG-GATES toxicogenomics repository (representing PHH exposed to 158 compounds) revealed four co-expressed gene sets or 'modules' enriched for these and other NRF2-associated genes. By classifying the 158 TG-GATES compounds based on published evidence, and employing the four modules as network perturbation metrics, we found that the activation of NRF2 is a very good indicator of the intrinsic biochemical reactivity of a compound (i.e. its propensity to cause direct chemical stress), with relatively high sensitivity, specificity, accuracy and positive/negative predictive values. We also found that NRF2 activation has lower sensitivity for the prediction of clinical DILI risk, although relatively high specificity and positive predictive values indicate that false positive detection rates are likely to be low in this setting. Underpinned by our comprehensive analysis, activation of the NRF2 network is one of several mechanism-based components that can be incorporated into holistic systems toxicology models to improve mechanistic understanding and preclinical prediction of DILI in man.


Asunto(s)
Enfermedad Hepática Inducida por Sustancias y Drogas/genética , Redes Reguladoras de Genes/efectos de los fármacos , Hepatocitos/efectos de los fármacos , Factor 2 Relacionado con NF-E2/genética , Células Cultivadas , Enfermedad Hepática Inducida por Sustancias y Drogas/patología , Regulación de la Expresión Génica/efectos de los fármacos , Hepatocitos/patología , Humanos , Isotiocianatos/efectos adversos , Proteína 1 Asociada A ECH Tipo Kelch/genética , Análisis de Secuencia por Matrices de Oligonucleótidos , Estrés Oxidativo/efectos de los fármacos , Estrés Oxidativo/genética , ARN Interferente Pequeño , Sulfóxidos
2.
Sci Rep ; 7(1): 16084, 2017 11 22.
Artículo en Inglés | MEDLINE | ID: mdl-29167567

RESUMEN

The transcription factor Nrf2 coordinates an adaptive response to chemical and oxidative stress characterised by the upregulated expression of cytoprotective target genes. In order to understand the mechanistic relevance of Nrf2 as a marker of drug-induced stress it is important to know if this adaptive response is truly localised in the context of organ-specific drug toxicity. Here, we address this knowledge gap through real-time bioluminescence imaging of transgenic Nrf2-luciferase (Nrf2-luc) reporter mice following administration of the metabolism-dependent hepatotoxin acetaminophen (APAP) or the direct nephrotoxin cisplatin. We detected localised bioluminescence in the liver (APAP) and kidneys (cisplatin) in vivo and ex vivo, whilst qPCR, Taqman low-density array and immunoblot analysis of these tissues further revealed increases in the expression level of several endogenous Nrf2-regulated genes/proteins, including heme oxygenase 1 (Hmox1). Consistent with the toxic effects of APAP in the liver and cisplatin in the kidney, immunohistochemical analysis revealed the elevated expression of luciferase and Hmox1 in centrilobular hepatocytes and in tubular epithelial cells, respectively. In keeping with the role of reactive metabolite formation in APAP-induced chemical stress, both the hepatotoxicity and localised Nrf2-luc response were ameliorated by the cytochrome P450 inhibitor aminobenzotriazole. Together, these findings show that Nrf2 can reflect highly-localised cellular perturbations associated with relevant toxicological mechanisms.


Asunto(s)
Acetaminofén/metabolismo , Acetaminofén/toxicidad , Sistemas de Computación , Imagenología Tridimensional , Factor 2 Relacionado con NF-E2/metabolismo , Estrés Fisiológico , Animales , Cisplatino/toxicidad , Femenino , Riñón/efectos de los fármacos , Riñón/patología , Hígado/efectos de los fármacos , Hígado/metabolismo , Hígado/patología , Masculino , Metaboloma/efectos de los fármacos , Ratones Endogámicos C57BL , Transducción de Señal/efectos de los fármacos , Triazoles/toxicidad
3.
Biochem Soc Trans ; 43(4): 657-62, 2015 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-26551708

RESUMEN

Beyond specific limits of exposure, chemical entities can provoke deleterious effects in mammalian cells via direct interaction with critical macromolecules or by stimulating the accumulation of reactive oxygen species (ROS). In particular, these chemical and oxidative stresses can underpin adverse reactions to therapeutic drugs, which pose an unnecessary burden in the clinic and pharmaceutical industry. Novel pre-clinical testing strategies are required to identify, at an earlier stage in the development pathway, chemicals and drugs that are likely to provoke toxicity in humans. Mammalian cells can adapt to chemical and oxidative stress via the action of the transcription factor nuclear factor erythroid 2-related factor 2 (Nrf2), which up-regulates the expression of numerous cell defence genes and has been shown to protect against a variety of chemical toxicities. Here, we provide a brief overview of the Nrf2 pathway and summarize novel experimental models that can be used to monitor changes in Nrf2 pathway activity and thus understand the functional consequences of such perturbations in the context of chemical and drug toxicity. We also provide an outlook on the potential value of monitoring Nrf2 activity for improving the pre-clinical identification of chemicals and drugs with toxic liability in humans.


Asunto(s)
Sustancias Macromoleculares/toxicidad , Factor 2 Relacionado con NF-E2/metabolismo , Estrés Oxidativo , Regulación de la Expresión Génica/efectos de los fármacos , Humanos , Especies Reactivas de Oxígeno/metabolismo , Transducción de Señal
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