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1.
Crit Rev Toxicol ; 52(5): 345-357, 2022 05.
Artigo em Inglês | MEDLINE | ID: mdl-35862579

RESUMO

The National Research Council's vision of using adverse outcome pathways (AOPs) as a framework to assist with toxicity assessment for regulatory requirements of chemical assessment has continued to gain traction since its release in 2007. The need to expand the AOP knowledge base has gained urgency, with the U.S. Environmental Protection Agency's directive to eliminate reliance on animal toxicity testing by 2035. To meet these needs, our goal was to elucidate the AOP for male-rat-specific kidney cancer. Male-rat-specific kidney tumors occur through the ability of structurally diverse substances to induce α2u-globulin nephropathy (α2u-N), a well-studied mode of action (MoA) not relevant in humans that results in kidney tumor formation in male rats. An accepted AOP may help facilitate the differentiation from other kidney tumors MoAs. Following identification and review of relevant in vitro and in vivo literature, both the MIE and subsequent KEs were identified. Based on the weight of evidence from the various resources, the confidence in this AOP is high. Uses of this AOP include hazard identification, development of in vitro assays to determine if the MoA is through α2u-N and not relevant to humans resulting in decreased use of animals, and regulatory applications.


Assuntos
Rotas de Resultados Adversos , Neoplasias Renais , Estados Unidos , Humanos , Animais , Ratos , Masculino , Medição de Risco
2.
Regul Toxicol Pharmacol ; 128: 105089, 2022 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-34861320

RESUMO

Respiratory irritation is an important human health endpoint in chemical risk assessment. There are two established modes of action of respiratory irritation, 1) sensory irritation mediated by the interaction with sensory neurons, potentially stimulating trigeminal nerve, and 2) direct tissue irritation. The aim of our research was to, develop a QSAR method to predict human respiratory irritants, and to potentially reduce the reliance on animal testing for the identification of respiratory irritants. Compounds are classified as irritating based on combined evidence from different types of toxicological data, including inhalation studies with acute and repeated exposure. The curated project database comprised 1997 organic substances, 1553 being classified as irritating and 444 as non-irritating. A comparison of machine learning approaches, including Logistic Regression (LR), Random Forests (RFs), and Gradient Boosted Decision Trees (GBTs), showed, the best classification was obtained by GBTs. The LR model resulted in an area under the curve (AUC) of 0.65, while the optimal performance for both RFs and GBTs gives an AUC of 0.71. In addition to the classification and the information on the applicability domain, the web-based tool provides a list of structurally similar analogues together with their experimental data to facilitate expert review for read-across purposes.


Assuntos
Irritantes/química , Aprendizado de Máquina , Relação Quantitativa Estrutura-Atividade , Sistema Respiratório/efeitos dos fármacos , Administração por Inalação , Alternativas aos Testes com Animais/métodos , Medição de Risco
3.
Regul Toxicol Pharmacol ; 96: 153-166, 2018 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-29777725

RESUMO

Both CD-1 and C57BL/6 wildtype (C57BL/6-WT) mice show equivalent short-term lung toxicity from exposures to styrene, while long-term tumor responses are greater in CD-1 mice. We analyzed lung gene expression from styrene exposures lasting from 1-day to 2-years in male mice from these two strains, including a Cyp2f2(-/-) knockout (C57BL/6-KO) and a Cyp2F1/2A13/2B6 transgenic mouse (C57BL/6-TG). With short term exposures (1-day to 1-week), CD-1 and C57BL/6-WT mice had thousands of differentially expressed genes (DEGs), consistent with changes in pathways for cell proliferation, cellular lipid metabolism, DNA-replication and inflammation. C57BL/6-WT mice responded within a single day; CD-1 mice required several days of exposure. The numbers of exposure related DEGs were greatly reduced at longer times (4-weeks to 2-years) with enrichment only for biological oxidations in C57BL/6-WT and metabolism of lipids and lipoproteins in CD-1. Gene expression results indicate a non-genotoxic, mouse specific mode of action for short-term styrene responses related to activation of nuclear receptor signaling and cell proliferation. Greater tumor susceptibility in CD-1 mice correlated with the presence of the Pas1 loci, differential Cytochrome P450 gene expression, down-regulation of Nr4a, and greater inflammatory pathway activation. Very few exposure-related responses occurred at any time in C57BL/6-KO or -TG mice indicating that neither the short term nor long term responses of styrene in mice are relevant endpoints for assessing human risks.


Assuntos
Sistema Enzimático do Citocromo P-450/genética , Perfilação da Expressão Gênica , Neoplasias Pulmonares/induzido quimicamente , Neoplasias Pulmonares/genética , Estireno/toxicidade , Animais , Proliferação de Células/efeitos dos fármacos , Sistema Enzimático do Citocromo P-450/deficiência , Sistema Enzimático do Citocromo P-450/metabolismo , Humanos , Exposição por Inalação , Metabolismo dos Lipídeos/efeitos dos fármacos , Neoplasias Pulmonares/metabolismo , Neoplasias Pulmonares/patologia , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Knockout , Camundongos Transgênicos , Medição de Risco , Estireno/administração & dosagem , Fatores de Tempo
4.
Regul Toxicol Pharmacol ; 95: 17-28, 2018 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-29496518

RESUMO

Based on 13 chronic studies, styrene exposure causes lung tumors in mice, but no tumor increases in other organs in mice or rats. Extensive research into the mode of action demonstrates the key events and human relevance. Key events are: metabolism of styrene by CYP2F2 in mouse lung club cells to ring-oxidized metabolites; changes in gene expression for metabolism of lipids and lipoproteins, cell cycle and mitotic M-M/G1 phases; cytotoxicity and mitogenesis in club cells; and progression to preneoplastic/neoplastic lesions in lung. Although styrene-7,8-oxide (SO) is a common genotoxic styrene metabolite in in vitro studies, the data clearly demonstrate that SO is not the proximate toxicant and that styrene does not induce a genotoxic mode of action. Based on complete attenuation of styrene short-term and chronic toxicity in CYP2F2 knockout mice and similar attenuation in CYP2F1 (humanized) transgenic mice, limited metabolism of styrene in human lung by CYP2F1, 2 + orders of magnitude lower SO levels in human lung compared to mouse lung, and lack of styrene-related increase in lung cancer in humans, styrene does not present a risk of cancer to humans.


Assuntos
Carcinógenos/toxicidade , Neoplasias Pulmonares/induzido quimicamente , Estireno/toxicidade , Animais , Carcinógenos/farmacocinética , Sobrevivência Celular/efeitos dos fármacos , Sistema Enzimático do Citocromo P-450/genética , Sistema Enzimático do Citocromo P-450/metabolismo , Relação Dose-Resposta a Droga , Feminino , Expressão Gênica/efeitos dos fármacos , Humanos , Metabolismo dos Lipídeos/genética , Pulmão/efeitos dos fármacos , Pulmão/metabolismo , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/metabolismo , Masculino , Camundongos Knockout , Ratos , Medição de Risco , Especificidade da Espécie , Estireno/farmacocinética
5.
Toxicol Sci ; 159(2): 413-421, 2017 10 01.
Artigo em Inglês | MEDLINE | ID: mdl-28962520

RESUMO

Styrene is a mouse-specific lung carcinogen, and short-term mode of action studies have demonstrated that cytotoxicity and/or cell proliferation, and genomic changes are dependent on CYP2F2 metabolism. The current study examined histopathology, cell proliferation, and genomic changes in CD-1, C57BL/6 (WT), CYP2F2(-/-) (KO), and CYP2F2(-/-) (CYP2F1, 2B6, 2A13-transgene) (TG; humanized) mice following exposure for up to 104 weeks to 0- or 120-ppm styrene vapor. Five mice per treatment group were sacrificed at 1, 26, 52, and 78 weeks. Additional 50 mice per treatment group were followed until death or 104 weeks of exposure. Cytotoxicity was present in the terminal bronchioles of some CD-1 and WT mice exposed to styrene, but not in KO or TG mice. Hyperplasia in the terminal bronchioles was present in CD-1 and WT mice exposed to styrene, but not in KO or TG mice. Increased cell proliferation, measured by KI-67 staining, occurred in CD-1 and WT mice exposed to styrene for 1 week, but not after 26, 52, or 78 weeks, nor in KO or TG mice. Styrene increased the incidence of bronchioloalveolar adenomas and carcinomas in CD-1 mice. No increase in lung tumors was found in WT despite clear evidence of lung toxicity, or, KO or TG mice. The absence of preneoplastic lesions and tumorigenicity in KO and TG mice indicates that mouse-specific CYP2F2 metabolism is responsible for both the short-term and chronic toxicity and tumorigenicity of styrene, and activation of styrene by CYP2F2 is a rodent MOA that is neither quantitatively or qualitatively relevant to humans.


Assuntos
Carcinógenos/toxicidade , Sistema Enzimático do Citocromo P-450/genética , Neoplasias Pulmonares/patologia , Pulmão/patologia , Estireno/toxicidade , Animais , Bronquíolos/efeitos dos fármacos , Bronquíolos/patologia , Carcinógenos/administração & dosagem , Humanos , Exposição por Inalação , Neoplasias Pulmonares/induzido quimicamente , Masculino , Camundongos , Camundongos Transgênicos , Estireno/administração & dosagem
6.
Toxicol Appl Pharmacol ; 335: 28-40, 2017 11 15.
Artigo em Inglês | MEDLINE | ID: mdl-28951217

RESUMO

Styrene increased lung tumors in mice at chronic inhalation exposures of 20ppm and greater. MIEs, KEs and MFs were examined using gene expression in three strains of male mice (the parental C57BL/6 strain, a CYP2F2(-/-) knock out and a CYP2F2(-/-) transgenic containing human CYP2F1, 2A13 and 2B6). Exposures were for 1-day and 1, 4 and 26weeks. After 1-day exposures at 1, 5, 10, 20, 40 and 120ppm significant increases in differentially expressed genes (DEGs) occurred only in parental strain lungs where there was already an increase in DEGs at 5ppm and then many thousands of DEGs by 120ppm. Enrichment for 1-day and 1-week exposures included cell cycle, mitotic M-M/G1 phases, DNA-synthesis and metabolism of lipids and lipoproteins pathways. The numbers of DEGs decreased steadily over time with no DEGs meeting both statistical significance and fold-change criteria at 26weeks. At 4 and 26weeks, some key transcription factors (TFs) - Nr1d1, Nr1d2, Dbp, Tef, Hlf, Per3, Per2 and Bhlhe40 - were upregulated (|FC|>1.5), while others - Npas, Arntl, Nfil3, Nr4a1, Nr4a2, and Nr4a3 - were down-regulated. At all times, consistent changes in gene expression only occurred in the parental strain. Our results support a MIE for styrene of direct mitogenicity from mouse-specific CYP2F2-mediated metabolites activating Nr4a signaling. Longer-term MFs include down-regulation of Nr4a genes and shifts in both circadian clock TFs and other TFs, linking circadian clock to cellular metabolism. We found no gene expression changes indicative of cytotoxicity or activation of p53-mediated DNA-damage pathways.


Assuntos
Perfilação da Expressão Gênica/métodos , Pulmão/efeitos dos fármacos , Estirenos/toxicidade , Toxicogenética/métodos , Transcriptoma/efeitos dos fármacos , Animais , Hidrocarboneto de Aril Hidroxilases/genética , Hidrocarboneto de Aril Hidroxilases/metabolismo , Ritmo Circadiano/efeitos dos fármacos , Ritmo Circadiano/genética , Peptídeos e Proteínas de Sinalização do Ritmo Circadiano/genética , Peptídeos e Proteínas de Sinalização do Ritmo Circadiano/metabolismo , Citocromo P-450 CYP2B6/genética , Citocromo P-450 CYP2B6/metabolismo , Sistema Enzimático do Citocromo P-450/deficiência , Sistema Enzimático do Citocromo P-450/genética , Família 2 do Citocromo P450/genética , Família 2 do Citocromo P450/metabolismo , Relação Dose-Resposta a Droga , Redes Reguladoras de Genes/efeitos dos fármacos , Genótipo , Exposição por Inalação/efeitos adversos , Peptídeos e Proteínas de Sinalização Intracelular/genética , Peptídeos e Proteínas de Sinalização Intracelular/metabolismo , Pulmão/metabolismo , Masculino , Camundongos Endogâmicos C57BL , Camundongos Knockout , Modelos Animais , Fenótipo , Transdução de Sinais/efeitos dos fármacos , Transdução de Sinais/genética , Estirenos/metabolismo , Fatores de Tempo , Fatores de Transcrição/genética , Fatores de Transcrição/metabolismo
7.
J Pharmacol Exp Ther ; 324(1): 376-82, 2008 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-17959749

RESUMO

Although the properties and functions of GABA(A) receptors in the mammalian central nervous system have been well studied, the presence and significance of GABA(A) receptors in non-neural tissues are less clear. The goal of this study was to examine the expression of GABA(A) receptor alpha(1), alpha(2), alpha(4), alpha(5), beta(1), gamma(1), gamma(2), and delta subunits in the kidney and to determine whether these subunits coassemble to form an active renal epithelial cell GABA(A) receptor. Using reverse transcriptase products from RNA isolated from rat and rabbit kidney cortex and brain or cerebellum through polymerase chain reaction (PCR) and sequencing of the PCR products, we revealed that rat kidney cortex contained the alpha(1), alpha(5), beta(1), gamma(1), and gamma(2) subunits and that they were similar to the neuronal subunits. Sequencing of the PCR products revealed that the rabbit kidney cortex contained the alpha(1) and gamma(2) subunits and that they were similar to their neuronal counterparts. Immunoprecipitation and immunoblot studies using GABA(A) receptor subunit-specific antibodies and detergent-solubilized rat kidney cortex membranes identified a GABA(A) receptor complex containing alpha(5), beta(1), and gamma(1). Isolated rat renal proximal tubular cells exhibited GABA-mediated, picrotoxin-sensitive (36)Cl(-) uptake. These studies demonstrate the presence of numerous GABA(A) receptor subunits in the kidneys of two species, the assembly of the subunits into at least one novel receptor complex, and an active GABA(A) receptor in renal proximal tubular cells.


Assuntos
Córtex Renal/metabolismo , Túbulos Renais Proximais/metabolismo , Subunidades Proteicas/metabolismo , Receptores de GABA-A/metabolismo , Animais , Encéfalo/metabolismo , Cerebelo/metabolismo , Feminino , Agonistas GABAérgicos/farmacologia , Agonistas de Receptores de GABA-A , Túbulos Renais Proximais/citologia , Masculino , Muscimol/farmacologia , Subunidades Proteicas/agonistas , Subunidades Proteicas/química , Coelhos , Ratos , Ratos Sprague-Dawley , Receptores de GABA-A/química
8.
Circulation ; 107(14): 1912-6, 2003 Apr 15.
Artigo em Inglês | MEDLINE | ID: mdl-12668514

RESUMO

BACKGROUND: Embryonic stem (ES) cells are capable of self-renewal and differentiation into cellular derivatives of all 3 germ layers. In appropriate culture conditions, ES cells can differentiate into specialized cells, including cardiac myocytes, but the efficiency is typically low and the process is incompletely understood. METHODS AND RESULTS: We evaluated a chemical library for its potential to induce cardiac differentiation of ES cells in the absence of embryoid body formation. Using ES cells stably transfected with cardiac-specific alpha-cardiac myosin heavy chain (MHC) promoter-driven enhanced green fluorescent protein (EGFP), 880 compounds approved for human use were screened for their ability to induce cardiac differentiation. Treatment with ascorbic acid, also known as vitamin C, markedly increased the number of EGFP-positive cells, which displayed spontaneous and rhythmic contractile activity and stained positively for sarcomeric myosin and alpha-actinin. Furthermore, ascorbic acid induced the expression of cardiac genes, including GATA4, alpha-MHC, and beta-MHC in untransfected ES cells in a developmentally controlled manner. This effect of ascorbic acid on cardiac differentiation was not mimicked by the other antioxidants such as N-acetylcysteine, Tiron, or vitamin E. CONCLUSIONS: Ascorbic acid induces cardiac differentiation in ES cells. This study demonstrates the potential for chemically modifying the cardiac differentiation program of ES cells.


Assuntos
Ácido Ascórbico/farmacologia , Embrião de Mamíferos/citologia , Embrião não Mamífero , Miócitos Cardíacos/citologia , Células-Tronco/fisiologia , Actinina/análise , Animais , Antioxidantes/farmacologia , Diferenciação Celular/efeitos dos fármacos , Linhagem Celular , Regulação da Expressão Gênica , Genes Reporter , Proteínas de Fluorescência Verde , Proteínas Luminescentes/genética , Miócitos Cardíacos/química , Miócitos Cardíacos/metabolismo , Cadeias Pesadas de Miosina/biossíntese , Cadeias Pesadas de Miosina/genética , Miosinas/análise , RNA Mensageiro/biossíntese , Células-Tronco/efeitos dos fármacos
9.
Physiol Genomics ; 11(2): 45-52, 2002 Oct 29.
Artigo em Inglês | MEDLINE | ID: mdl-12388792

RESUMO

Oxidative injury and the resulting death of neurons is a major pathological factor involved in numerous neurodegenerative diseases. However, the development of drugs that target this mechanism remains limited. The goal of this study was to test a compound library of approved Food and Drug Administration drugs against a hydrogen peroxide-induced oxidant injury model in neuroblastoma cells. We identified 26 neuroprotective compounds, of which megestrol, meclizine, verapamil, methazolamide, sulindac, and retinol were examined in greater detail. Using large-scale oligonucleotide microarray analysis, we identified genes modulated by these drugs that might underlie the cytoprotection. Five key genes were either uniformly upregulated or downregulated by all six drug treatments, namely, tissue inhibitor of matrix metalloproteinase (TIMP1), ret-proto-oncogene, clusterin, galanin, and growth associated protein (GAP43). Exogenous addition of the neuropeptide galanin alone conferred survival to oxidant-stressed cells, comparable to that seen with the drugs. Our approach, which we term "interventional profiling," represents a general and powerful strategy for identifying new bioactive agents for any biological process, as well as identifying key downstream genes and pathways that are involved.


Assuntos
Bioensaio/métodos , Perfilação da Expressão Gênica/métodos , Doenças Neurodegenerativas/prevenção & controle , Fármacos Neuroprotetores/farmacologia , Análise de Sequência com Séries de Oligonucleotídeos/métodos , Avaliação Pré-Clínica de Medicamentos/métodos , Regulação da Expressão Gênica/efeitos dos fármacos , Humanos , Peróxido de Hidrogênio/antagonistas & inibidores , Peróxido de Hidrogênio/metabolismo , Meclizina/farmacologia , Megestrol/farmacologia , Metazolamida/farmacologia , Neuroblastoma/patologia , Doenças Neurodegenerativas/induzido quimicamente , Neurônios/efeitos dos fármacos , Neurônios/metabolismo , Neurônios/patologia , Oxidantes/efeitos adversos , Oxidantes/antagonistas & inibidores , Proto-Oncogene Mas , Sulindaco/farmacologia , Células Tumorais Cultivadas , Verapamil/farmacologia , Vitamina A/farmacologia
10.
J Biol Chem ; 277(47): 45518-28, 2002 Nov 22.
Artigo em Inglês | MEDLINE | ID: mdl-12198135

RESUMO

Iron-responsive elements (IREs) are the RNA stem loops that control cellular iron homeostasis by regulating ferritin translation and transferrin receptor mRNA stability. We mapped a novel iron-responsive element (IRE-Type II) within the 5'-untranslated region (5'-UTR) of the Alzheimer's amyloid precursor protein (APP) transcript (+51 to +94 from the 5'-cap site). The APP mRNA IRE is located immediately upstream of an interleukin-1 responsive acute box domain (+101 to +146). APP 5'-UTR conferred translation was selectively down-regulated in response to intracellular iron chelation using three separate reporter assays (chloramphenicol acetyltransferase, luciferase, and red fluorescent protein reflecting an inhibition of APP holoprotein translation in response to iron chelation. Iron influx reversed this inhibition. As an internal control to ensure specificity, a viral internal ribosome entry sequence was unresponsive to intracellular iron chelation with desferrioxamine. Using RNA mobility shift assays, the APP 5'-UTRs, encompassing the IRE, bind specifically to recombinant iron-regulatory proteins (IRP) and to IRP from neuroblastoma cell lysates. IRP binding to the APP 5'-UTR is reduced after treatment of cells with desferrioxamine and increased after interleukin-1 stimulation. IRP binding is abrogated when APP cRNA probe is mutated in the core IRE domain (Delta4 bases:Delta83AGAG86). Iron regulation of APP mRNA through the APP 5'-UTR points to a role for iron in the metabolism of APP and confirms that this RNA structure can be a target for the selection of small molecule drugs, such as desferrioxamine (Fe chelator) and clioquinol (Fe, Cu, and Zn chelator), which reduce Abeta peptide burden during Alzheimer's disease.


Assuntos
Regiões 5' não Traduzidas/genética , Precursor de Proteína beta-Amiloide/genética , Regulação da Expressão Gênica , Ferro/metabolismo , Biossíntese de Proteínas , Elementos de Resposta/genética , Doença de Alzheimer/genética , Doença de Alzheimer/metabolismo , Precursor de Proteína beta-Amiloide/metabolismo , Animais , Sequência de Bases , Cálcio/metabolismo , Clioquinol/metabolismo , Desferroxamina/metabolismo , Elementos Facilitadores Genéticos , Genes Reporter , Humanos , Interleucina-1/metabolismo , Quelantes de Ferro/metabolismo , Magnésio/metabolismo , Camundongos , Dados de Sequência Molecular , Conformação de Ácido Nucleico , RNA Mensageiro/metabolismo , Células Tumorais Cultivadas
11.
J Am Soc Nephrol ; 12(6): 1107-1113, 2001 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-11373333

RESUMO

The properties and functions of gamma-aminobutyric acid (GABA(A)) receptors in the mammalian central nervous system are well studied. However, the presence and significance of GABA(A) receptors in nonneural tissue is less clear. The goal of this study was to examine the expression and localization of the GABA(A) receptor beta(2) and beta(3) subunits in the kidney. Reverse transcriptase products from RNA isolated from rat and rabbit kidney cortex and cerebellum and rabbit S(2) segments were amplified by use of PCR and GABA(A) beta(2) and beta(3) subunit-specific primers. Sequencing of the kidney PCR products revealed that the rat kidney cortex and rat neuronal GABA(A) receptor beta(2) subunit were identical in nucleotide composition. The rabbit kidney and rabbit neuronal GABA(A) receptor beta(2) subunit were 99% identical in nucleotide composition. Sequencing of the kidney PCR products revealed that the rat kidney cortex and rat neuronal GABA(A) receptor beta(3) subunits were 93% and 95% identical in nucleotide and amino acid composition, and rabbit kidney cortex and rabbit neuronal GABA(A) receptor beta(3) subunits were 95% and 98% identical in nucleotide and amino acid composition, respectively. PCR screening of a human kidney cDNA library and sequencing revealed that the human kidney cortex and neuronal beta(3) subunits were identical in nucleotide composition. Immunoblot analysis of rat kidney cortex and brain identified immunoreactive proteins in the 55 to 57 kD region, corresponding to the GABA(A) receptor beta(2) and beta(3) subunits. Immunohistochemistry revealed cytosolic and basolateral staining of the proximal convoluted and straight tubule. These results provide compelling evidence for the expression of the GABA(A) receptor beta(2) and beta(3) subunits in the kidney of multiple species and the localization of the beta(2)/beta(3) subunits to the renal proximal tubule.


Assuntos
Rim/metabolismo , Receptores de GABA-B/metabolismo , Sequência de Aminoácidos , Animais , Sequência de Bases , Northern Blotting , Encéfalo/metabolismo , Feminino , Imunofluorescência , Humanos , Imuno-Histoquímica , Rim/imunologia , Túbulos Renais Proximais/imunologia , Túbulos Renais Proximais/metabolismo , Masculino , RNA/análise , Coelhos , Ratos , Ratos Sprague-Dawley , Ratos Wistar , Receptores de GABA-B/imunologia , Reação em Cadeia da Polimerase Via Transcriptase Reversa
12.
J Am Soc Nephrol ; 12(5): 1072-1078, 2001 May.
Artigo em Inglês | MEDLINE | ID: mdl-11316867

RESUMO

DNA microarrays, or gene chips, allow surveys of gene expression, (i.e., mRNA expression) in a highly parallel and comprehensive manner. The pattern of gene expression produced, known as the expression profile, depicts the subset of gene transcripts expressed in a cell or tissue. At its most fundamental level, the expression profile can address qualitatively which genes are expressed in disease states. However, with the aid of bioinformatics tools such as cluster analysis, self-organizing maps, and principle component analysis, more sophisticated questions can be answered. Microarrays can be used to characterize the functions of novel genes, identify genes in a biologic pathway, analyze genetic variation, and identify therapeutic drug targets. Moreover, the expression profile can be used as a tissue or disease "fingerprint." This review details the fabrication of arrays, data management tools, and applications of microarrays to the field of renal research and the future of clinical practice.


Assuntos
Análise de Sequência com Séries de Oligonucleotídeos , Desenho de Fármacos , Perfilação da Expressão Gênica , Humanos , Nefropatias/tratamento farmacológico , Nefropatias/genética , Fenótipo
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