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1.
ALTEX ; 39(4): 560-582, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35502629

RESUMO

Drug-induced neurotoxicity is a leading cause of safety-related attrition for therapeutics in clinical trials, often driven by poor predictivity of preclinical in vitro and in vivo models of neurotoxicity. Over a dozen different iPSC-derived 3D spheroids have been described in recent years, but their ability to predict neurotoxicity in patients has not been evaluated nor compared with the predictive power of nonclinical species. To assess the predictive capabilities of human iPSC-derived neural spheroids (microBrains), we used 84 structurally diverse pharmaceuticals with robust clinical and pre-clinical datasets with varying degrees of seizurogenic and neurodegenerative liability. Drug-induced changes in neural viability and phenotypic calcium bursts were assessed using 7 endpoints based on calcium oscillation profiles and cel-lular ATP levels. These endpoints, normalized by therapeutic exposure, were used to build logistic regression models to establish endpoint cutoffs and evaluate probability for clinical neurotoxicity. The neurotoxicity score calculated from the logistic regression model could distinguish neurotoxic from non-neurotoxic clinical molecules with a specificity as high as 93.33% and a sensitivity of 53.49%, demonstrating a very low false positive rate for the prediction of seizures, convulsions, and neurodegeneration. In contrast, nonclinical species showed a higher sensitivity (75%) but much lower specificity (30.4%). The neural spheroids demonstrated higher likelihood ratio positive and inverse likelihood ratio neg-ative values compared with nonclinical safety studies. This assay has the potential to be used as a predictive assay to detect neurotoxicity in early drug discovery, aiding in the early identification of compounds that eventually may fail due to neurotoxicity.


Assuntos
Células-Tronco Pluripotentes Induzidas , Síndromes Neurotóxicas , Humanos , Síndromes Neurotóxicas/etiologia , Convulsões/induzido quimicamente , Sinalização do Cálcio , Preparações Farmacêuticas
2.
Cells ; 11(10)2022 05 21.
Artigo em Inglês | MEDLINE | ID: mdl-35626744

RESUMO

Target modulation of the AhR for inflammatory gastrointestinal (GI) conditions holds great promise but also the potential for safety liabilities both within and beyond the GI tract. The ubiquitous expression of the AhR across mammalian tissues coupled with its role in diverse signaling pathways makes development of a "clean" AhR therapeutically challenging. Ligand promiscuity and diversity in context-specific AhR activation further complicates targeting the AhR for drug development due to limitations surrounding clinical translatability. Despite these concerns, several approaches to target the AhR have been explored such as small molecules, microbials, PROTACs, and oligonucleotide-based approaches. These various chemical modalities are not without safety liabilities and require unique de-risking strategies to parse out toxicities. Collectively, these programs can benefit from in silico and in vitro methodologies that investigate specific AhR pathway activation and have the potential to implement thresholding parameters to categorize AhR ligands as "high" or "low" risk for sustained AhR activation. Exploration into transcriptomic signatures for AhR safety assessment, incorporation of physiologically-relevant in vitro model systems, and investigation into chronic activation of the AhR by structurally diverse ligands will help address gaps in our understanding regarding AhR-dependent toxicities. Here, we review the role of the AhR within the GI tract, novel therapeutic modality approaches to target the AhR, key AhR-dependent safety liabilities, and relevant strategies that can be implemented to address drug safety concerns. Together, this review discusses the emerging therapeutic landscape of modalities targeting the AhR for inflammatory GI indications and offers a safety roadmap for AhR drug development.


Assuntos
Receptores de Hidrocarboneto Arílico , Transdução de Sinais , Animais , Trato Gastrointestinal/metabolismo , Ligantes , Mamíferos/metabolismo , Receptores de Hidrocarboneto Arílico/metabolismo
3.
Toxicol Lett ; 331: 227-234, 2020 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-32522578

RESUMO

An important mechanism of chemical toxicity is the induction of oxidative stress through the production of excess reactive oxygen species (ROS). In this study, we show that the level of drug-induced ROS production between NRK52E and HepG2 cells is significantly different for several marketed drugs and a number of Takeda's internal proprietary compounds. Nifedipine, a calcium channel blocker and the initial focus of the study, was demonstrated to promote in vitro ROS production and a decrease in cell viability in NRK52E cells but not HepG2 cells. ROS production after nifedipine treatment was inhibited by a NOX inhibitor (GKT136901) but not the mitochondrial NADH dehydrogenase inhibitor, rotenone, suggesting that nifedipine decreases NRK52E cell viability primarily through a NOX-mediated pathway. To understand the breadth of NOX-mediated ROS production, 12 commercially available compounds that are structurally and/or pharmacologically related to nifedipine as well as 172 internal Takeda candidate drugs, were also evaluated against these two cell types. Over 15 % of compounds not cytotoxic to HepG2 cells (below 50 µM) were cytotoxic to NRK52E cells. Our results suggest that a combination of cell viability data from both NRK52E and HepG2 cells was superior for the prediction of in vivo toxicity findings when compared to use of only one cell line. Further, the NRK52E cell viability assay is a good predictor of NOX-mediated ROS production and can be used as a follow up assay following a negative HepG2 response to aid in the selection of suitable compounds for in vivo toxicity studies.


Assuntos
Células Epiteliais/efeitos dos fármacos , Rim/efeitos dos fármacos , Espécies Reativas de Oxigênio/metabolismo , Bioensaio , Linhagem Celular , Sobrevivência Celular/efeitos dos fármacos , Avaliação Pré-Clínica de Medicamentos , Drogas em Investigação/toxicidade , Células Epiteliais/metabolismo , Células Epiteliais/patologia , Células Hep G2 , Humanos , Concentração Inibidora 50 , Rim/metabolismo , Rim/patologia , NADPH Oxidase 4/genética , Nifedipino/toxicidade
4.
Toxicol Sci ; 167(2): 458-467, 2019 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-30289550

RESUMO

TAK-875 (fasiglifam), a GPR40 agonist in development for the treatment of type 2 diabetes (T2D), was voluntarily terminated in Phase III trials due to adverse liver effects. The potential mechanisms of TAK-875 toxicity were explored by combining in vitro experiments with quantitative systems toxicology (QST) using DILIsym, a mathematical representation of drug-induced liver injury. In vitro assays revealed that bile acid transporters were inhibited by both TAK-875 and its metabolite, TAK-875-Glu. Experimental data indicated that human bile salt export pump (BSEP) inhibition by TAK-875 was mixed whereas sodium taurocholate co-transporting polypeptide (NTCP) inhibition by TAK-875 was competitive. Furthermore, experimental data demonstrated that both TAK-875 and TAK-875-Glu inhibit mitochondrial electron transport chain (ETC) enzymes. These mechanistic data were combined with a physiologically based pharmacokinetic (PBPK) model constructed within DILIsym to estimate liver exposure of TAK-875 and TAK-875-Glu. In a simulated population (SimPops) constructed to reflect T2D patients, 16/245 (6.5%) simulated individuals developed alanine aminotransferase (ALT) elevations, an incidence similar to that observed with 200 mg daily dosing in clinical trials. Determining the mode of bile acid transporter inhibition (Ki) was critical to accurate predictions. In addition, simulations conducted on a sensitive subset of individuals (SimCohorts) revealed that when either BSEP or ETC inhibition was inactive, ALT elevations were not predicted to occur, suggesting that the two mechanisms operate synergistically to produce the observed clinical response. These results demonstrate how utilizing QST methods to interpret in vitro experimental results can lead to an improved understanding of the clinically relevant mechanisms underlying drug-induced toxicity.


Assuntos
Membro 11 da Subfamília B de Transportadores de Cassetes de Ligação de ATP/antagonistas & inibidores , Benzofuranos/toxicidade , Ácidos e Sais Biliares/metabolismo , Doença Hepática Induzida por Substâncias e Drogas/etiologia , Fígado/efeitos dos fármacos , Mitocôndrias/efeitos dos fármacos , Modelos Biológicos , Sulfonas/toxicidade , Benzofuranos/farmacocinética , Doença Hepática Induzida por Substâncias e Drogas/metabolismo , Simulação por Computador , Humanos , Fígado/metabolismo , Mitocôndrias/metabolismo , Sulfonas/farmacocinética
5.
Int J Food Sci Nutr ; 68(7): 849-864, 2017 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-28276900

RESUMO

The aim was to develop novel fibres by enzymatic synthesis, to determine their total dietary fibre by AOAC method 2009.01 and to estimate their potential digestibility and assess their digestibility in vivo using glycaemic and insulinaemic responses as markers in mice and randomised clinical trial models. We found that fibre candidates to which α-(1,2) branching was added were resistant to digestion in the mouse model, depending on the amount of branching. These results show that in vivo models are needed to reliably assess the digestibility of α-glycosidic-linked oligomeric dietary fibre candidates, possibly due to absence of brush border α-glucosidase activity in the current in vitro assessment. α-(1,3)-linked and α-(1,6)-linked glucose oligomers were completely digested in humans and mice. In conclusion, it is possible to develop dietary soluble fibres by enzymatic synthesis. Adding α-(1,2) branching increases their resistance to digestion in vivo and can thus improve their suitability as potential fibre candidates. Clinical Trial Registry: ClinicalTrials.gov, NCT02701270.


Assuntos
Fibras na Dieta/análise , Fibras na Dieta/metabolismo , Digestão/fisiologia , Adulto , Animais , Área Sob a Curva , Bactérias/metabolismo , Glicemia/efeitos dos fármacos , Glicemia/fisiologia , Cromatografia Líquida de Alta Pressão , Feminino , Humanos , Masculino , Camundongos , Pessoa de Meia-Idade
6.
Toxicol Sci ; 157(1): 50-61, 2017 05 01.
Artigo em Inglês | MEDLINE | ID: mdl-28108665

RESUMO

Fasiglifam (TAK-875), a Free Fatty Acid Receptor 1 (FFAR1) agonist in development for the treatment of type 2 diabetes, was voluntarily terminated in phase 3 due to adverse liver effects. A mechanistic investigation described in this manuscript focused on the inhibition of bile acid (BA) transporters as a driver of the liver findings. TAK-875 was an in vitro inhibitor of multiple influx (NTCP and OATPs) and efflux (BSEP and MRPs) hepatobiliary BA transporters at micromolar concentrations. Repeat dose studies determined that TAK-875 caused a dose-dependent increase in serum total BA in rats and dogs. Additionally, there were dose-dependent increases in both unconjugated and conjugated individual BAs in both species. Rats had an increase in serum markers of liver injury without correlative microscopic signs of tissue damage. Two of 6 dogs that received the highest dose of TAK-875 developed liver injury with clinical pathology changes, and by microscopic analysis had portal granulomatous inflammation with neutrophils around a crystalline deposition. The BA composition of dog bile also significantly changed in a dose-dependent manner following TAK-875 administration. At the highest dose, levels of taurocholic acid were 50% greater than in controls with a corresponding 50% decrease in taurochenodeoxycholic acid. Transporter inhibition by TAK-875 may cause liver injury in dogs through altered bile BA composition characteristics, as evidenced by crystalline deposition, likely composed of test article, in the bile duct. In conclusion, a combination of in vitro and in vivo evidence suggests that BA transporter inhibition could contribute to TAK-875-mediated liver injury in dogs.


Assuntos
Benzofuranos/toxicidade , Ácidos e Sais Biliares/metabolismo , Doença Hepática Induzida por Substâncias e Drogas/etiologia , Homeostase/efeitos dos fármacos , Sulfonas/toxicidade , Administração Oral , Animais , Benzofuranos/administração & dosagem , Benzofuranos/farmacocinética , Células Cultivadas , Cães , Relação Dose-Resposta a Droga , Humanos , Masculino , Ratos , Ratos Sprague-Dawley , Sulfonas/administração & dosagem , Sulfonas/farmacocinética
7.
Toxicol Sci ; 135(2): 402-13, 2013 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-23897988

RESUMO

Cardiovascular (CV) toxicity is a leading contributor to drug attrition. Implementing earlier testing has successfully reduced human Ether-à-go-go-Related Gene-related arrhythmias. How- ever, analogous assays targeting functional CV effects remain elusive. Demand to address this gap is particularly acute for kinase inhibitors (KIs) that suffer frequent CV toxicity. The drug class also presents some particularly challenging requirements for assessing functional CV toxicity. Specifically, an assay must sense a downstream response that integrates diverse kinase signaling pathways. In addition, sufficient throughput is essential for handling inherent KI nonselectivity. A new opportunity has emerged with cellular impedance technology, which detects spontaneous beating cardiomyocytes. Impedance assays sense morphology changes downstream of cardiomyocyte contraction. To evaluate cardiomyocyte impedance assays for KI screening, we investigated two distinct KI classes where CV toxicity was discovered late and target risks remain unresolved. Microtubule-associated protein/microtubule affinity regulating kinase (MARK) inhibitors decrease blood pressure in dogs, whereas checkpoint kinase (Chk) inhibitors (AZD7762, SCH900776) exhibit dose-limiting CV toxicities in clinical trials. These in vivo effects manifested in vitro as cardiomyocyte beat cessation. MARK effects were deemed mechanism associated because beat inhibition potencies correlated with kinase inhibition, and gene knockdown and microtubule-targeting agents suppressed beating. MARK inhibitor impedance and kinase potencies aligned with rat blood pressure effects. Chk inhibitor effects were judged off-target because Chk and beat inhibition potencies did not correlate and knockdowns did not alter beating. Taken together, the data demonstrate that cardiomyocyte impedance assays can address three unmet needs-detecting KI functional cardiotoxicity in vitro, determining mechanism of action, and supporting safety structure-activity relationships.


Assuntos
Sistema Cardiovascular/efeitos dos fármacos , Avaliação Pré-Clínica de Medicamentos , Inibidores de Proteínas Quinases/farmacologia , Animais , Cães , Masculino , Proteínas Quinases Ativadas por Mitógeno/antagonistas & inibidores , Proteínas Quinases Ativadas por Mitógeno/metabolismo , Ratos , Ratos Wistar
8.
Toxicol Lett ; 219(1): 49-58, 2013 May 10.
Artigo em Inglês | MEDLINE | ID: mdl-23470867

RESUMO

Predicting human safety risks of novel xenobiotics remains a major challenge, partly due to the limited availability of human cells to evaluate tissue-specific toxicity. Recent progress in the production of human induced pluripotent stem cells (hiPSCs) may fill this gap. hiPSCs can be continuously expanded in culture in an undifferentiated state and then differentiated to form most cell types. Thus, it is becoming technically feasible to generate large quantities of human cell types and, in combination with relatively new detection methods, to develop higher-throughput in vitro assays that quantify tissue-specific biological properties. Indeed, the first wave of large scale hiSC-differentiated cell types including patient-derived hiPSCS are now commercially available. However, significant improvements in hiPSC production and differentiation processes are required before cell-based toxicity assays that accurately reflect mature tissue phenotypes can be delivered and implemented in a cost-effective manner. In this review, we discuss the promising alignment of hiPSCs and recently emerging technologies to quantify tissue-specific functions. We emphasize liver, cardiovascular, and CNS safety risks and highlight limitations that must be overcome before routine screening for toxicity pathways in hiSC-derived cells can be established.


Assuntos
Descoberta de Drogas/métodos , Células-Tronco Pluripotentes Induzidas , Testes de Toxicidade/métodos , Técnicas de Cultura de Células , Sistema Nervoso Central/citologia , Sistema Nervoso Central/efeitos dos fármacos , Avaliação Pré-Clínica de Medicamentos , Humanos , Células-Tronco Pluripotentes Induzidas/citologia , Células-Tronco Pluripotentes Induzidas/efeitos dos fármacos , Fígado/citologia , Fígado/efeitos dos fármacos , Miócitos Cardíacos/citologia , Miócitos Cardíacos/efeitos dos fármacos , Medicina Regenerativa/tendências
9.
Assay Drug Dev Technol ; 10(6): 525-32, 2012 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-22574652

RESUMO

Cardiovascular toxicity is a leading contributor to drug withdrawal and late-stage attrition. Earlier and broader screening is a validated approach to build-in cardiovascular safety as demonstrated with human Ether-à-go-go-related gene (hERG) screening to reduce drug-induced arrhythmia. There is an urgent need for novel in vitro assays to address other mechanistic aspects of cardiovascular function, including contractility, heart rate, toxicity, hypertrophy, and non-hERG arrhythmia. Recent advances in label-free cellular impedance technology now enable tracking of spontaneous, synchronized beating of cultured cardiomyocytes. Analysis of beating allows integrated detection that is downstream of electrical and mechanical aspects of contraction. Here, we evaluate impedance-based cardiomyocyte responses against criteria required for drug screening. The throughput and sensitivity allowed for rapid assay development. Critical variables for rat neonatal cardiomyocyte assays included cell density and serum levels. Once optimized, consistent, stable beating for at least 3 days was straight-forward to achieve. In tests of compounds spanning a breadth of target classes, the potency values showed excellent precision, wide dynamic range, and consistency across multiple experiments. Cardiomyocyte impedance assays can extract multiple beat-related parameters. In these experiments, rate, amplitude, and rise slope were examined and each yielded acceptable precision. Potency values calculated by beat rate and amplitude were highly correlated for most compounds although selected compounds displayed unique profiles indicative of different mechanisms. Tests with known cardiovascular active drugs revealed concordance with clinical findings. Thus, impedance assays combine novel features including sensitivity to contractile activity, versatile data analysis, and robust/translatable data in a format with sufficient throughput to become a valuable addition to the cardiovascular in vitro screening arsenal.


Assuntos
Avaliação Pré-Clínica de Medicamentos/métodos , Miócitos Cardíacos/efeitos dos fármacos , Miócitos Cardíacos/fisiologia , Animais , Animais Recém-Nascidos , Bioensaio/métodos , Fármacos Cardiovasculares/farmacologia , Células Cultivadas , Meios de Cultura , Interpretação Estatística de Dados , Dimetil Sulfóxido/farmacologia , Impedância Elétrica , Canais de Potássio Éter-A-Go-Go/genética , Frequência Cardíaca/efeitos dos fármacos , Contração Miocárdica/efeitos dos fármacos , Técnicas de Patch-Clamp , Ratos , Ratos Wistar , Relação Estrutura-Atividade
10.
Toxicol Sci ; 116(2): 375-81, 2010 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-20430866

RESUMO

The International Life Sciences Institute, Health and Environmental Sciences Institute sponsored a workshop entitled "State of the Science: Evaluating Epigenetic Changes," hosted by the National Institute of Environmental Health Sciences, Research Triangle Park, NC, 28-30 October 2009. The goal was to evaluate and enhance the scientific knowledge base regarding epigenetics and its role in disease, including potential relationships between epigenetic changes and transgenerational effects. A distinguishing aspect of the workshop was the highly interactive discussion session on the final morning. Meeting participants formed breakout groups (with representation from academia, industry, and government in each group) and were tasked with integrating their previous knowledge of epigenetics with what was learned during the workshop. The participants addressed the issue of what needs to be known prior to thinking about incorporating an epigenetic evaluation into safety assessment. To this end, the breakout groups were asked to address the following questions: (1) What model systems might be employed to evaluate the ability of a chemical to produce an epigenetic change (affecting the F1 and/or F3 generation); (2) What end points/targets might be evaluated; (3) What techniques might be employed; and (4) Regulatory Perspective: When is it appropriate to incorporate "new" science, in this case epigenetics, into the regulatory process? What does one need to know, what are the pitfalls and how might these be overcome/avoided? The basis of this paper is a synopsis of these discussions. The workshop highlighted the fact that the field of epigenetics is evolving at a very rapid pace and indicated that a great deal needs to be learned prior to being able to rationally incorporate an epigenetic evaluation into safety assessment. The value of the workshop is that it called attention to key data/knowledge gaps that should serve to focus attention on the areas where research and new thinking are needed to better understand epigenetics and its relationship to safety assessment.


Assuntos
Epigênese Genética/efeitos dos fármacos , Medição de Risco , Animais , Metilação de DNA , Determinação de Ponto Final , Humanos , Saúde Pública
11.
Artigo em Inglês | MEDLINE | ID: mdl-18472313

RESUMO

Urinary metabolic perturbations associated with acute and chronic acetaminophen-induced hepatotoxicity were investigated using nuclear magnetic resonance (NMR) spectroscopy and ultra performance liquid chromatography/mass spectrometry (UPLC/MS) metabonomics approaches to determine biomarkers of hepatotoxicity. Acute and chronic doses of acetaminophen (APAP) were administered to male Sprague-Dawley rats. NMR and UPLC/MS were able to detect both drug metabolites and endogenous metabolites simultaneously. The principal component analysis (PCA) of NMR or UPLC/MS spectra showed that metabolic changes observed in both acute and chronic dosing of acetaminophen were similar. Histopathology and clinical chemistry studies were performed and correlated well with the PCA analysis and magnitude of metabolite changes. Depletion of antioxidants (e.g. ferulic acid), trigonelline, S-adenosyl-L-methionine, and energy-related metabolites indicated that oxidative stress was caused by acute and chronic acetaminophen administration. Similar patterns of metabolic changes in response to acute or chronic dosing suggest similar detoxification and recovery mechanisms following APAP administration.


Assuntos
Acetaminofen/intoxicação , Doença Hepática Induzida por Substâncias e Drogas , Cromatografia Líquida de Alta Pressão/métodos , Biologia Computacional/métodos , Hepatopatias/urina , Espectrometria de Massas/métodos , Metabolismo , Ressonância Magnética Nuclear Biomolecular/métodos , Ratos Sprague-Dawley/urina , Animais , Fígado/patologia , Hepatopatias/patologia , Masculino , Necrose/patologia , Necrose/urina , Ratos
12.
OMICS ; 11(1): 14-24, 2007.
Artigo em Inglês | MEDLINE | ID: mdl-17411393

RESUMO

Dye-specific bias effects, commonly observed in the two-color microarray platform, are normally corrected using the dye swap design. This design, however, is relatively expensive and labor-intensive. We propose a self-self hybridization design as an alternative to the dye swap design. In this design, the treated and control samples are labeled with Cy5 and Cy3 (or Cy3 and Cy5), respectively, without dye swap, along with a set of self-self hybridizations on the control sample. We compare this design with the dye swap design through investigation of mouse primary hepatocytes treated with three peroxisome proliferator-activated receptor-alpha (PPARalpha) agonists at three dose levels. Using Agilent's Whole Mouse Genome microarray, differentially expressed genes (DEG) were determined for both the self-self hybridization and dye swap designs. The DEG concordance between the two designs was over 80% across each dose treatment and chemical. Furthermore, 90% of DEG-associated biological pathways were in common between the designs, indicating that biological interpretations would be consistent. The reduced labor and expense for the self-self hybridization design make it an efficient substitute for the dye swap design. For example, in larger toxicogenomic studies, only about half the chips are required for the self-self hybridization design compared to that needed in the dye swap design.


Assuntos
Regulação da Expressão Gênica , Hibridização de Ácido Nucleico , Análise de Sequência com Séries de Oligonucleotídeos/métodos , Animais , Carbocianinas/farmacologia , Corantes Fluorescentes/farmacologia , Genoma , Genômica , Hepatócitos/metabolismo , Camundongos , Modelos Genéticos
13.
BMC Bioinformatics ; 7 Suppl 2: S18, 2006 Sep 06.
Artigo em Inglês | MEDLINE | ID: mdl-17118139

RESUMO

BACKGROUND: Fibrates are a unique hypolipidemic drugs that lower plasma triglyceride and cholesterol levels through their action as peroxisome proliferator-activated receptor alpha (PPARalpha) agonists. The activation of PPARalpha leads to a cascade of events that result in the pharmacological (hypolipidemic) and adverse (carcinogenic) effects in rodent liver. RESULTS: To understand the molecular mechanisms responsible for the pleiotropic effects of PPARalpha agonists, we treated mouse primary hepatocytes with three PPARalpha agonists (bezafibrate, fenofibrate, and WY-14,643) at multiple concentrations (0, 10, 30, and 100 microM) for 24 hours. When primary hepatocytes were exposed to these agents, transactivation of PPARalpha was elevated as measured by luciferase assay. Global gene expression profiles in response to PPARalpha agonists were obtained by microarray analysis. Among differentially expressed genes (DEGs), there were 4, 8, and 21 genes commonly regulated by bezafibrate, fenofibrate, and WY-14,643 treatments across 3 doses, respectively, in a dose-dependent manner. Treatments with 100 muM of bezafibrate, fenofibrate, and WY-14,643 resulted in 151, 149, and 145 genes altered, respectively. Among them, 121 genes were commonly regulated by at least two drugs. Many genes are involved in fatty acid metabolism including oxidative reaction. Some of the gene changes were associated with production of reactive oxygen species, cell proliferation of peroxisomes, and hepatic disorders. In addition, 11 genes related to the development of liver cancer were observed. CONCLUSION: Our results suggest that treatment of PPARalpha agonists results in the production of oxidative stress and increased peroxisome proliferation, thus providing a better understanding of mechanisms underlying PPARalpha agonist-induced hepatic disorders and hepatocarcinomas.


Assuntos
Regulação da Expressão Gênica/efeitos dos fármacos , Hepatócitos/efeitos dos fármacos , Hepatócitos/metabolismo , PPAR alfa/agonistas , Animais , Bezafibrato/farmacologia , Células Cultivadas , Fenofibrato/farmacologia , Perfilação da Expressão Gênica , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Estresse Oxidativo , PPAR alfa/metabolismo , Pirimidinas/farmacologia
14.
Mol Divers ; 10(3): 349-60, 2006 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-17031537

RESUMO

Agonists of peroxisome proliferator-activated receptor gamma (PPARgamma) are a new class of oral drugs designed to treat insulin-resistant diabetes (i.e., type 2 diabetes). However, troglitazone, the first compound in the class approved by the US Food and Drug Administration (FDA) in 1997 was found to be hepatotoxic and was withdrawn from the market after reports of severe liver failure. The mechanism of PPAR gamma agonist-induced hepatotoxicity remains unknown. In this study, we examined the hepatotoxic effects of five PPAR gamma agonists (ciglitazone, pioglitazone, rosiglitazone, troglitazone, and JTT-501) on rat primary hepatocytes and human HepG2 cells. We also compared the gene expression profiles of rat primary hepatocytes after exposure to PPAR gamma agonists by using the Rat Genome Survey Microarray system from Applied Biosystems in order to understand the mechanisms of hepatotoxicities induced by PPARgamma agonists. Consistent with the hepatotoxicity data, our results demonstrate that the gene expression profiles affected by troglitazone and ciglitazone can be clearly distinguished from those by pioglitazone and rosiglitazone. Genes that are differentially expressed between the more toxic troglitazone/ciglitazone group and the less toxic rosiglitazone/pioglitazone group are involved in necrotic, apoptotic, and cell proliferative pathways. The five compounds were also clustered based on a set of molecular descriptors. The clustering based on chemical structural information is in good agreement with the clustering of compounds based on cytotoxicity or gene expression data, indicating a strong relationship between chemical structure and biological endpoints. Our work suggests that microarray analysis together with toxicological observations can be used to rank drugs for hepatotoxicity and to evaluate the safety of new compounds.


Assuntos
Perfilação da Expressão Gênica , Regulação da Expressão Gênica/efeitos dos fármacos , Hepatócitos/efeitos dos fármacos , Hipoglicemiantes/toxicidade , PPAR gama/agonistas , Animais , Carcinoma Hepatocelular/tratamento farmacológico , Carcinoma Hepatocelular/metabolismo , Células Cultivadas/efeitos dos fármacos , Cromanos/toxicidade , Análise por Conglomerados , Hepatócitos/metabolismo , Humanos , Neoplasias Hepáticas/tratamento farmacológico , Neoplasias Hepáticas/metabolismo , Pioglitazona , Ratos , Ratos Sprague-Dawley , Rosiglitazona , Tiazolidinedionas/toxicidade , Transcrição Gênica , Troglitazona
15.
Nat Biotechnol ; 24(9): 1162-9, 2006 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-17061323

RESUMO

To validate and extend the findings of the MicroArray Quality Control (MAQC) project, a biologically relevant toxicogenomics data set was generated using 36 RNA samples from rats treated with three chemicals (aristolochic acid, riddelliine and comfrey) and each sample was hybridized to four microarray platforms. The MAQC project assessed concordance in intersite and cross-platform comparisons and the impact of gene selection methods on the reproducibility of profiling data in terms of differentially expressed genes using distinct reference RNA samples. The real-world toxicogenomic data set reported here showed high concordance in intersite and cross-platform comparisons. Further, gene lists generated by fold-change ranking were more reproducible than those obtained by t-test P value or Significance Analysis of Microarrays. Finally, gene lists generated by fold-change ranking with a nonstringent P-value cutoff showed increased consistency in Gene Ontology terms and pathways, and hence the biological impact of chemical exposure could be reliably deduced from all platforms analyzed.


Assuntos
Perfilação da Expressão Gênica/métodos , Análise de Sequência com Séries de Oligonucleotídeos/instrumentação , Garantia da Qualidade dos Cuidados de Saúde/métodos , Toxicogenética/métodos , Animais , Perfilação da Expressão Gênica/normas , Análise de Sequência com Séries de Oligonucleotídeos/métodos , Controle de Qualidade , Ratos , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
16.
Nat Biotechnol ; 24(9): 1151-61, 2006 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-16964229

RESUMO

Over the last decade, the introduction of microarray technology has had a profound impact on gene expression research. The publication of studies with dissimilar or altogether contradictory results, obtained using different microarray platforms to analyze identical RNA samples, has raised concerns about the reliability of this technology. The MicroArray Quality Control (MAQC) project was initiated to address these concerns, as well as other performance and data analysis issues. Expression data on four titration pools from two distinct reference RNA samples were generated at multiple test sites using a variety of microarray-based and alternative technology platforms. Here we describe the experimental design and probe mapping efforts behind the MAQC project. We show intraplatform consistency across test sites as well as a high level of interplatform concordance in terms of genes identified as differentially expressed. This study provides a resource that represents an important first step toward establishing a framework for the use of microarrays in clinical and regulatory settings.


Assuntos
Perfilação da Expressão Gênica/instrumentação , Análise de Sequência com Séries de Oligonucleotídeos/instrumentação , Garantia da Qualidade dos Cuidados de Saúde/métodos , Desenho de Equipamento , Análise de Falha de Equipamento , Perfilação da Expressão Gênica/métodos , Controle de Qualidade , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Estados Unidos
17.
Rapid Commun Mass Spectrom ; 20(10): 1595-603, 2006.
Artigo em Inglês | MEDLINE | ID: mdl-16628570

RESUMO

Robust, specific, and rapid identification of toxic strains of bacteria and viruses, to guide the mitigation of their adverse health effects and optimum implementation of other response actions, remains a major analytical challenge. This need has driven the development of methods for classification of microorganisms using mass spectrometry, particularly matrix-assisted laser desorption/ionization mass spectrometry (MALDI-MS), that allows high-throughput analyses with minimum sample preparation. We describe a novel approach to cell typing based on pattern recognition of MALDI mass spectra, which involves charge-state deconvolution in conjunction with a new correlation analysis procedure. The method is applicable to both prokaryotic and eukaryotic cells. Charge-state deconvolution improves the quantitative reproducibility of spectra because multiply charged ions resulting from the same biomarker attaching a different number of protons are recognized and their abundances are combined. This allows a clearer distinction of bacterial strains or of cancerous and normal liver cells. Improved class distinction provided by charge-state deconvolution was demonstrated by cluster spacing on canonical variate score charts and by correlation analyses. Deconvolution may enhance detection of early disease state or therapy progress markers in various tissues analyzed by MALDI-MS.


Assuntos
Células/classificação , Espectrometria de Massas por Ionização e Dessorção a Laser Assistida por Matriz/métodos , Algoritmos , Animais , Bactérias/química , Bactérias/classificação , Células/química , Citrobacter/química , Citrobacter/classificação , Células Eucarióticas/química , Células Eucarióticas/classificação , Fígado/química , Fígado/citologia , Ratos , Ratos Sprague-Dawley , Salmonella enterica/química , Salmonella enterica/classificação , Espectrometria de Massas por Ionização e Dessorção a Laser Assistida por Matriz/estatística & dados numéricos
18.
OMICS ; 10(1): 1-14, 2006.
Artigo em Inglês | MEDLINE | ID: mdl-16584314

RESUMO

An integrated omics approach was undertaken in order to elucidate a systems biology level understanding of the acute hepatotoxcity of valproic acid (VPA). Metabonomics, proteomics and gene expression microarray platforms were employed in this systems biology study. CD-1 female pregnant mice were injected subcutaneously with 600 mg/kg VPA or vehicle control. Urine, serum, and liver tissue were collected at 6, 12, and 24 h after dosing. Principal component analysis (PCA) of the metabonomics data showed clustering of the dosed groups away from the controls for the urine samples. Looser clustering was seen in the other sample sets investigated. However, VPA administration resulted in altered glucose concentrations in urine samples at 12 and 24 h and in aqueous liver tissue extracts at 12 h after VPA administration. Proteomics studies identified two proteins, glycogen phosphorylase and amylo-1,6-glucosidase, which were increased in dosed animals relative to control. Both of these proteins are involved in converting glycogen to glucose. Examination of the expression of 20,000 liver genes did not reveal significantly altered expression at 6, 12, or 24 h after VPA exposure. The combined studies indicated a perturbation in the glycogenolysis pathway following administration of VPA.


Assuntos
Anticonvulsivantes/farmacologia , Fígado , Proteômica , Ácido Valproico/farmacologia , Animais , Anticonvulsivantes/metabolismo , Feminino , Perfilação da Expressão Gênica , Glucose/metabolismo , Humanos , Fígado/efeitos dos fármacos , Fígado/fisiologia , Masculino , Camundongos , Análise de Sequência com Séries de Oligonucleotídeos , Peptídeos/metabolismo , Gravidez , Ácido Valproico/metabolismo
19.
Mutat Res ; 593(1-2): 80-7, 2006 Jan 29.
Artigo em Inglês | MEDLINE | ID: mdl-16144704

RESUMO

Dietary methyl group deprivation is now well recognized as a model of hepatocarcinogenesis in rodents. In the present study, we examined the effects of feeding a methyl-deficient diet followed by a methyl-adequate diet on the extent of methylation of liver DNA and on the formation and evolution of altered hepatic foci. Male F344 rats were fed a methyl-deficient diet for 9, 18, 24, and 36 weeks, followed by re-feeding a methyl-adequate diet for a total of 54 weeks. Similar to previous findings, the methyl-deficient diet resulted in decreased levels of S-adenosylmethionine (SAM), SAM/SAH ratios, and global DNA hypomethylation. Feeding the methyl-adequate diet restored the liver SAM levels and SAM/SAH ratios to control levels in all experimental groups. In contrast, re-feeding the complete diet restored DNA methylation to normal level only in the group that had been fed the methyl-deficient diet for 9 weeks; in animals exposed to methyl deprivation longer, the methyl-adequate diet failed to reverse the hypomethylation of DNA. Liver tissue of rats exposed to methyl deficiency for 9, 18, 24, or 36 weeks was characterized by the persistent presence of placental isoform of glutathione-S-transferase (GSTpi)-positive lesions despite re-feeding the methyl-adequate diet. The persistence of altered hepatic foci in liver after withdrawal of methyl-deficient diet serves as an indication of the carcinogenic potential of a methyl-deficient diet. Substitution of the methyl-deficient diet with complete diet failed to prevent the expansion of initiated foci and restore DNA methylation in animals exposed to deficiency for 18, 24, or 36 weeks. The association between DNA hypomethylation and expansion of foci suggests that stable DNA hypomethylation is a promoting factor for clonal expansion of initiated cells. These results provide an experimental evidence and a mechanistic basis by which epigenetic alterations may contribute to the initiation and promotion steps of carcinogenesis.


Assuntos
Metilação de DNA , Dieta , Neoplasias Hepáticas Experimentais/etiologia , Animais , Glutationa Transferase/metabolismo , Neoplasias Hepáticas Experimentais/enzimologia , Masculino , Ratos , Ratos Endogâmicos F344
20.
Toxicol Sci ; 89(1): 51-6, 2006 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-16221960

RESUMO

Hazard identification and risk assessment paradigms depend on the presumption of the similarity of rodents to humans, yet species specific responses, and the extrapolation of high-dose effects to low-dose exposures can affect the estimation of human risk from rodent data. As a consequence, a human relevance framework concept was developed by the International Programme on Chemical Safety (IPCS) and International Life Sciences Institute (ILSI) Risk Science Institute (RSI) with the central tenet being the identification of a mode of action (MOA). To perform a MOA analysis, the key biochemical, cellular, and molecular events need to first be established, and the temporal and dose-dependent concordance of each of the key events in the MOA can then be determined. The key events can be used to bridge species and dose for a given MOA. The next step in the MOA analysis is the assessment of biological plausibility for determining the relevance of the specified MOA in an animal model for human cancer risk based on kinetic and dynamic parameters. Using the framework approach, a MOA in animals could not be defined for metal overload. The MOA for phenobarbital (PB)-like P450 inducers was determined to be unlikely in humans after kinetic and dynamic factors were considered. In contrast, after these factors were considered with reference to estrogen, the conclusion was drawn that estrogen-induced tumors were plausible in humans. Finally, it was concluded that the induction of rodent liver tumors by porphyrogenic compounds followed a cytotoxic MOA, and that liver tumors formed as a result of sustained cytotoxicity and regenerative proliferation are considered relevant for evaluating human cancer risk if appropriate metabolism occurs in the animal models and in humans.


Assuntos
Carcinógenos/toxicidade , Transformação Celular Neoplásica/induzido quimicamente , Modelos Animais de Doenças , Neoplasias Hepáticas/etiologia , Toxicologia/educação , Animais , Carcinógenos/classificação , Carcinógenos/metabolismo , Relação Dose-Resposta a Droga , Humanos , Cooperação Internacional , Neoplasias Hepáticas/patologia , Camundongos , Ratos , Medição de Risco , Especificidade da Espécie
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