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1.
PLoS Comput Biol ; 12(1): e1004431, 2016 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-26727233

RESUMO

During various inflammatory processes circulating cytokines including IL-6, IL-1ß, and TNFα elicit a broad and clinically relevant impairment of hepatic detoxification that is based on the simultaneous downregulation of many drug metabolizing enzymes and transporter genes. To address the question whether a common mechanism is involved we treated human primary hepatocytes with IL-6, the major mediator of the acute phase response in liver, and characterized acute phase and detoxification responses in quantitative gene expression and (phospho-)proteomics data sets. Selective inhibitors were used to disentangle the roles of JAK/STAT, MAPK, and PI3K signaling pathways. A prior knowledge-based fuzzy logic model comprising signal transduction and gene regulation was established and trained with perturbation-derived gene expression data from five hepatocyte donors. Our model suggests a greater role of MAPK/PI3K compared to JAK/STAT with the orphan nuclear receptor RXRα playing a central role in mediating transcriptional downregulation. Validation experiments revealed a striking similarity of RXRα gene silencing versus IL-6 induced negative gene regulation (rs = 0.79; P<0.0001). These results concur with RXRα functioning as obligatory heterodimerization partner for several nuclear receptors that regulate drug and lipid metabolism.


Assuntos
Hepatócitos/metabolismo , Inativação Metabólica/fisiologia , Inflamação/metabolismo , Modelos Biológicos , Receptor X Retinoide alfa/metabolismo , Adulto , Idoso , Idoso de 80 Anos ou mais , Biologia Computacional , Regulação para Baixo , Feminino , Lógica Fuzzy , Humanos , Masculino , Pessoa de Meia-Idade , Transdução de Sinais , Adulto Jovem
2.
Arch Toxicol ; 90(6): 1481-94, 2016 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-26838046

RESUMO

Activation of Wnt/ß-catenin signaling is important for human and rodent hepatocarcinogenesis. In mice, the tumor promoter phenobarbital (PB) selects for hepatocellular tumors with activating ß-catenin mutations via constitutive androstane receptor activation. PB-dependent tumor promotion was studied in mice with genetic inactivation of Apc, a negative regulator of ß-catenin, to circumvent the problem of randomly induced mutations by chemical initiators and to allow monitoring of PB- and Wnt/ß-catenin-dependent tumorigenesis in the absence of unknown genomic alterations. Moreover, the study was designed to investigate PB-induced proliferation of liver cells with activated ß-catenin. PB treatment provided Apc-deficient hepatocytes with only a minor proliferative advantage, and additional connexin 32 deficiency did not affect the proliferative response. PB significantly promoted the outgrowth of Apc-deficient hepatocellular adenoma (HCA), but simultaneously inhibited the formation of Apc-deficient hepatocellular carcinoma (HCC). The probability of tumor promotion by PB was calculated to be much lower for hepatocytes with loss of Apc, as compared to mutational ß-catenin activation. Comprehensive transcriptomic and phosphoproteomic characterization of HCA and HCC revealed molecular details of the two tumor types. HCC were characterized by a loss of differentiated hepatocellular gene expression, enhanced proliferative signaling, and massive over-activation of Wnt/ß-catenin signaling. In conclusion, PB exerts a dual role in liver tumor formation by promoting the growth of HCA but inhibiting the growth of HCC. Data demonstrate that one and the same compound can produce opposite effects on hepatocarcinogenesis, depending on context, highlighting the necessity to develop a more differentiated view on the tumorigenicity of this model compound.


Assuntos
Proteína da Polipose Adenomatosa do Colo/deficiência , Neoplasias Hepáticas Experimentais/induzido quimicamente , Fenobarbital/toxicidade , Transcriptoma/efeitos dos fármacos , Via de Sinalização Wnt/efeitos dos fármacos , Proteína da Polipose Adenomatosa do Colo/genética , Animais , Proliferação de Células/efeitos dos fármacos , Hepatócitos/efeitos dos fármacos , Hepatócitos/patologia , Imuno-Histoquímica , Neoplasias Hepáticas Experimentais/genética , Neoplasias Hepáticas Experimentais/metabolismo , Neoplasias Hepáticas Experimentais/patologia , Masculino , Camundongos Endogâmicos C57BL , Camundongos Transgênicos , Mutação , beta Catenina/genética
3.
Int J Cancer ; 135(7): 1574-85, 2014 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-24535843

RESUMO

The process of hepatocarcinogenesis in the diethylnitrosamine (DEN) initiation/phenobarbital (PB) promotion mouse model involves the selective clonal outgrowth of cells harboring oncogene mutations in Ctnnb1, while spontaneous or DEN-only-induced tumors are often Ha-ras- or B-raf-mutated. The molecular mechanisms and pathways underlying these different tumor sub-types are not well characterized. Their identification may help identify markers for xenobiotic promoted versus spontaneously occurring liver tumors. Here, we have characterized mouse liver tumors harboring either Ctnnb1 or Ha-ras mutations via integrated molecular profiling at the transcriptional, translational and post-translational levels. In addition, metabolites of the intermediary metabolism were quantified by high resolution (1)H magic angle nuclear magnetic resonance. We have identified tumor genotype-specific differences in mRNA and miRNA expression, protein levels, post-translational modifications, and metabolite levels that facilitate the molecular and biochemical stratification of tumor phenotypes. Bioinformatic integration of these data at the pathway level led to novel insights into tumor genotype-specific aberrant cell signaling and in particular to a better understanding of alterations in pathways of the cell intermediary metabolism, which are driven by the constitutive activation of the ß-Catenin and Ha-ras oncoproteins in tumors of the two genotypes.


Assuntos
Biomarcadores Tumorais/genética , Perfilação da Expressão Gênica , Genes ras/genética , Neoplasias Hepáticas Experimentais/genética , Neoplasias Hepáticas Experimentais/metabolismo , Metabolômica , Mutação/genética , beta Catenina/genética , Animais , Biomarcadores Tumorais/metabolismo , Western Blotting , Redes e Vias Metabólicas , Camundongos , MicroRNAs/genética , Análise de Sequência com Séries de Oligonucleotídeos , Processamento de Proteína Pós-Traducional , RNA Mensageiro/genética , Reação em Cadeia da Polimerase em Tempo Real , Reação em Cadeia da Polimerase Via Transcriptase Reversa
4.
Proc Natl Acad Sci U S A ; 106(34): 14309-14, 2009 Aug 25.
Artigo em Inglês | MEDLINE | ID: mdl-19706516

RESUMO

Ergot alkaloids are toxins and important pharmaceuticals that are produced biotechnologically on an industrial scale. The first committed step of ergot alkaloid biosynthesis is catalyzed by dimethylallyl tryptophan synthase (DMATS; EC 2.5.1.34). Orthologs of DMATS are found in many fungal genomes. We report here the x-ray structure of DMATS, determined at a resolution of 1.76 A. A complex of DMATS from Aspergillus fumigatus with its aromatic substrate L-tryptophan and with an analogue of its isoprenoid substrate dimethylallyl diphosphate reveals the structural basis of this enzyme-catalyzed Friedel-Crafts reaction, which shows strict regiospecificity for position 4 of the indole nucleus of tryptophan as well as unusual independence of the presence of Mg(2+) ions. The 3D structure of DMATS belongs to a rare beta/alpha barrel fold, called prenyltransferase barrel, that was recently discovered in a small group of bacterial enzymes with no sequence similarity to DMATS. These bacterial enzymes catalyze the prenylation of aromatic substrates in the biosynthesis of secondary metabolites (i.e., a reaction similar to that of DMATS).


Assuntos
Alquil e Aril Transferases/metabolismo , Aspergillus fumigatus/enzimologia , Dimetilaliltranstransferase/metabolismo , Proteínas Fúngicas/metabolismo , Alquil e Aril Transferases/química , Alquil e Aril Transferases/genética , Sequência de Aminoácidos , Aspergillus fumigatus/genética , Bactérias/enzimologia , Catálise , Domínio Catalítico , Cristalografia por Raios X , Dimetilaliltranstransferase/química , Dimetilaliltranstransferase/genética , Proteínas Fúngicas/química , Proteínas Fúngicas/genética , Fungos/enzimologia , Hemiterpenos/química , Hemiterpenos/metabolismo , Magnésio/química , Modelos Químicos , Modelos Moleculares , Dados de Sequência Molecular , Estrutura Molecular , Compostos Organofosforados/química , Compostos Organofosforados/metabolismo , Estrutura Terciária de Proteína , Homologia de Sequência de Aminoácidos , Especificidade por Substrato , Terpenos/química , Terpenos/metabolismo , Triptofano/química , Triptofano/metabolismo
5.
Biomed Res Int ; 2020: 3481549, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32461979

RESUMO

It has been widely shown that biomaterial surface topography can modulate host immune response, but a fundamental understanding of how different topographies contribute to pro-inflammatory or anti-inflammatory responses is still lacking. To investigate the impact of surface topography on immune response, we undertook a systematic approach by analyzing immune response to eight grades of medical grade polyurethane of increasing surface roughness in three in vitro models of the human immune system. Polyurethane specimens were produced with defined roughness values by injection molding according to the VDI 3400 industrial standard. Specimens ranged from 0.1 µm to 18 µm in average roughness (Ra), which was confirmed by confocal scanning microscopy. Immunological responses were assessed with THP-1-derived macrophages, human peripheral blood mononuclear cells (PBMCs), and whole blood following culture on polyurethane specimens. As shown by the release of pro-inflammatory and anti-inflammatory cytokines in all three models, a mild immune response to polyurethane was observed, however, this was not associated with the degree of surface roughness. Likewise, the cell morphology (cell spreading, circularity, and elongation) in THP-1-derived macrophages and the expression of CD molecules in the PBMC model on T cells (HLA-DR and CD16), NK cells (HLA-DR), and monocytes (HLA-DR, CD16, CD86, and CD163) showed no influence of surface roughness. In summary, this study shows that modifying surface roughness in the micrometer range on polyurethane has no impact on the pro-inflammatory immune response. Therefore, we propose that such modifications do not affect the immunocompatibility of polyurethane, thereby supporting the notion of polyurethane as a biocompatible material.


Assuntos
Materiais Biocompatíveis/química , Imunidade , Poliuretanos/química , Anti-Inflamatórios/imunologia , Citocinas/metabolismo , Antígenos HLA-DR/metabolismo , Humanos , Leucócitos Mononucleares/imunologia , Leucócitos Mononucleares/ultraestrutura , Macrófagos/imunologia , Macrófagos/ultraestrutura , Masculino , Microscopia Confocal , Microscopia Eletrônica de Varredura , Monócitos/imunologia , Monócitos/ultraestrutura , Propriedades de Superfície , Linfócitos T/imunologia , Linfócitos T/ultraestrutura , Células THP-1
6.
Cell Rep ; 12(4): 694-708, 2015 Jul 28.
Artigo em Inglês | MEDLINE | ID: mdl-26190107

RESUMO

Floor-plate-derived extracellular signaling molecules, including canonical axon guidance cues of the Netrin family, control neuronal circuit organization. Despite the importance of the floor plate as an essential signaling center in the developing vertebrate central nervous system, no systematic approach to identify binding partners for floor-plate-expressed cell-surface and secreted proteins has been carried out. Here, we used a high-throughput assay to discover extracellular protein-protein interactions, which likely take place in the zebrafish floor-plate microenvironment. The assembled floor-plate network contains 47 interactions including the hitherto-not-reported interaction between Netrin-1 and Draxin. We further characterized this interaction, narrowed down the binding interface, and demonstrated that Draxin competes with Netrin receptors for binding to Netrin-1. Our results suggest that Draxin functions as an extracellular Netrin signaling modulator in vertebrates. A reciprocal gradient of Draxin might shape or sharpen the active Netrin gradient, thereby critically modulating its effect.


Assuntos
Fatores de Crescimento Neural/metabolismo , Proteínas do Tecido Nervoso/metabolismo , Proteínas Supressoras de Tumor/metabolismo , Proteínas de Peixe-Zebra/metabolismo , Sequência de Aminoácidos , Animais , Sítios de Ligação , Dados de Sequência Molecular , Proteínas do Tecido Nervoso/química , Netrina-1 , Ligação Proteica , Peixe-Zebra , Proteínas de Peixe-Zebra/química
7.
PLoS One ; 9(5): e97640, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-24830643

RESUMO

In the area of omics profiling in toxicology, i.e. toxicogenomics, characteristic molecular profiles have previously been incorporated into prediction models for early assessment of a carcinogenic potential and mechanism-based classification of compounds. Traditionally, the biomarker signatures used for model construction were derived from individual high-throughput techniques, such as microarrays designed for monitoring global mRNA expression. In this study, we built predictive models by integrating omics data across complementary microarray platforms and introduced new concepts for modeling of pathway alterations and molecular interactions between multiple biological layers. We trained and evaluated diverse machine learning-based models, differing in the incorporated features and learning algorithms on a cross-omics dataset encompassing mRNA, miRNA, and protein expression profiles obtained from rat liver samples treated with a heterogeneous set of substances. Most of these compounds could be unambiguously classified as genotoxic carcinogens, non-genotoxic carcinogens, or non-hepatocarcinogens based on evidence from published studies. Since mixed characteristics were reported for the compounds Cyproterone acetate, Thioacetamide, and Wy-14643, we reclassified these compounds as either genotoxic or non-genotoxic carcinogens based on their molecular profiles. Evaluating our toxicogenomics models in a repeated external cross-validation procedure, we demonstrated that the prediction accuracy of our models could be increased by joining the biomarker signatures across multiple biological layers and by adding complex features derived from cross-platform integration of the omics data. Furthermore, we found that adding these features resulted in a better separation of the compound classes and a more confident reclassification of the three undefined compounds as non-genotoxic carcinogens.


Assuntos
Testes de Carcinogenicidade , Carcinógenos/química , Neoplasias Hepáticas Experimentais/metabolismo , Toxicogenética/métodos , Algoritmos , Animais , Área Sob a Curva , Inteligência Artificial , Análise por Conglomerados , Biologia Computacional , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Neoplasias Hepáticas Experimentais/induzido quimicamente , Masculino , Modelos Estatísticos , Análise Serial de Proteínas , RNA Mensageiro/metabolismo , Ratos , Ratos Wistar
8.
Toxicol Sci ; 131(2): 375-86, 2013 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-23091169

RESUMO

The molecular events during nongenotoxic carcinogenesis and their temporal order are poorly understood but thought to include long-lasting perturbations of gene expression. Here, we have investigated the temporal sequence of molecular and pathological perturbations at early stages of phenobarbital (PB) mediated liver tumor promotion in vivo. Molecular profiling (mRNA, microRNA [miRNA], DNA methylation, and proteins) of mouse liver during 13 weeks of PB treatment revealed progressive increases in hepatic expression of long noncoding RNAs and miRNAs originating from the Dlk1-Dio3 imprinted gene cluster, a locus that has recently been associated with stem cell pluripotency in mice and various neoplasms in humans. PB induction of the Dlk1-Dio3 cluster noncoding RNA (ncRNA) Meg3 was localized to glutamine synthetase-positive hypertrophic perivenous hepatocytes, suggesting a role for ß-catenin signaling in the dysregulation of Dlk1-Dio3 ncRNAs. The carcinogenic relevance of Dlk1-Dio3 locus ncRNA induction was further supported by in vivo genetic dependence on constitutive androstane receptor and ß-catenin pathways. Our data identify Dlk1-Dio3 ncRNAs as novel candidate early biomarkers for mouse liver tumor promotion and provide new opportunities for assessing the carcinogenic potential of novel compounds.


Assuntos
Biomarcadores Tumorais/genética , Impressão Genômica , Peptídeos e Proteínas de Sinalização Intercelular/genética , Iodeto Peroxidase/genética , Neoplasias Hepáticas Experimentais/genética , Família Multigênica , RNA não Traduzido/genética , Animais , Proteínas de Ligação ao Cálcio , Receptor Constitutivo de Androstano , Feminino , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Endogâmicos , Reação em Cadeia da Polimerase , Receptores Citoplasmáticos e Nucleares/metabolismo , Transdução de Sinais , Transcriptoma , beta Catenina/metabolismo
9.
J Mol Biol ; 404(4): 611-26, 2010 Dec 10.
Artigo em Inglês | MEDLINE | ID: mdl-20946900

RESUMO

CloQ is an aromatic prenyltransferase from the clorobiocin biosynthetic pathway of Streptomyces roseochromogenes var. oscitans. It is involved in the synthesis of the prenylated hydroxybenzoate moiety of the antibiotic, specifically catalyzing the attachment of a dimethylallyl moiety to 4-hydroxyphenylpyruvate. Herein, we report the crystal structure of CloQ and use it as a framework for interpreting biochemical data from both wild-type and variant proteins. CloQ belongs to the aromatic prenyltransferase family, which is characterized by an unusual core fold comprising five consecutive ααßß elements that form a central 10-stranded anti-parallel ß-barrel. The latter delineates a solvent-accessible cavity where substrates bind and catalysis takes place. This cavity has well-defined polar and nonpolar regions, which have distinct roles in substrate binding and facilitate a Friedel-Crafts-type mechanism. We propose that the juxtaposition of five positively charged residues in the polar region circumvents the necessity for a Mg(2+), which, by contrast, is a strict requirement for the majority of prenyltransferases characterized to date. Our structure of CloQ complexed with 4-hydroxyphenylpyruvate reveals the formation of a covalent link between the substrate and Cys215 to yield a thiohemiketal species. Through site-directed mutagenesis, we show that this link is not essential for enzyme activity in vitro. Furthermore, we demonstrate that CloQ will accept alternative substrates and, therefore, has the capacity to generate a range of prenylated compounds. Since prenylation is thought to enhance the bioactivity of many natural products, CloQ offers considerable promise as a biocatalyst for the chemoenzymatic synthesis of novel compounds with therapeutic potential.


Assuntos
Vias Biossintéticas/genética , Dimetilaliltranstransferase/química , Dimetilaliltranstransferase/metabolismo , Novobiocina/análogos & derivados , Streptomyces/enzimologia , Substituição de Aminoácidos/genética , Coenzimas/metabolismo , Cristalografia por Raios X , Dimetilaliltranstransferase/genética , Magnésio/metabolismo , Modelos Moleculares , Mutagênese Sítio-Dirigida , Proteínas Mutantes/genética , Proteínas Mutantes/metabolismo , Novobiocina/biossíntese , Ácidos Fenilpirúvicos/metabolismo , Estrutura Terciária de Proteína
10.
Toxicol Sci ; 115(1): 22-33, 2010 May.
Artigo em Inglês | MEDLINE | ID: mdl-20118494

RESUMO

Glutathione S-transferases (GSTs) play an essential role in the elimination of xenobiotic-derived electrophilic metabolites and also catalyze certain steps in the conversion of endogenous molecules. Their expression is controlled by different transcription factors, such as the antioxidant-activated Nrf2 or the constitutive androstane receptor. Here, we show that the Wnt/beta-catenin pathway is also involved in the transcriptional regulation of GSTs: GSTm2, GSTm3, and GSTm6 are overexpressed in mouse hepatomas with activating Ctnnb1 (encoding beta-catenin) mutations and in transgenic hepatocytes expressing activated beta-catenin. Inversely, GSTm expression is reduced in mice with hepatocyte-specific knock out of Ctnnb1. Activation of beta-catenin-dependent signaling stimulates GSTm expression in vitro. Activation of beta-catenin in mouse hepatoma cells activates GSTm3 promoter-driven reporter activity, independently of beta-catenin/T-cell factor sites, via a retinoid X receptor-binding site. By contrast, GSTm expression is inhibited upon Ras activation in mouse liver tumors and transgenic hepatocytes. Recent studies by different groups have shown that beta-catenin-dependent signaling is involved in the transcriptional control of "perivenous" expression of various cytochrome P450s in mouse liver, whereas Ras signaling was hypothesized to antagonize the perivenous hepatocyte phenotype. In synopsis with our present results, it now appears that the Wnt/beta-catenin pathway functions as a master regulator of the expression of both phase I and phase II drug-metabolizing enzymes in perivenous hepatocytes from mouse liver.


Assuntos
Glutationa Transferase/metabolismo , Hepatócitos/enzimologia , Fígado/enzimologia , Proteína Wnt1/metabolismo , beta Catenina/metabolismo , Animais , Carcinoma Hepatocelular/genética , Carcinoma Hepatocelular/metabolismo , Carcinoma Hepatocelular/patologia , Regulação Enzimológica da Expressão Gênica , Glutationa Transferase/genética , Hepatócitos/patologia , Inativação Metabólica/genética , Isoenzimas , Fígado/patologia , Neoplasias Hepáticas/genética , Neoplasias Hepáticas/metabolismo , Neoplasias Hepáticas/patologia , Masculino , Camundongos , Camundongos Endogâmicos C3H , Camundongos Transgênicos , Análise de Sequência com Séries de Oligonucleotídeos , Mutação Puntual , Transdução de Sinais/fisiologia , Proteína Wnt1/genética , beta Catenina/genética
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