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1.
Arch Toxicol ; 95(9): 3001-3013, 2021 09.
Artigo em Inglês | MEDLINE | ID: mdl-34241659

RESUMO

The liver is one of the most sexually dimorphic organs. The hepatic metabolic pathways that are subject to sexual dimorphism include xenobiotic, amino acid and lipid metabolism. Non-alcoholic fatty liver disease and hepatocellular carcinoma are among diseases with sex-dependent prevalence, progression and outcome. Although male and female livers differ in their abilities to metabolize foreign compounds, including drugs, sex-dependent treatment and pharmacological dynamics are rarely applied in all relevant cases. Therefore, it is important to consider hepatic sexual dimorphism when developing new treatment strategies and to understand the underlying mechanisms in model systems. We isolated primary hepatocytes from male and female C57BL6/N mice and examined the sex-dependent transcriptome, proteome and extracellular metabolome parameters in the course of culturing them for 96 h. The sex-specific gene expression of the general xenobiotic pathway altered and the female-specific expression of Cyp2b13 and Cyp2b9 was significantly reduced during culture. Sex-dependent differences of several signaling pathways increased, including genes related to serotonin and melatonin degradation. Furthermore, the ratios of male and female gene expression were inversed for other pathways, such as amino acid degradation, beta-oxidation, androgen signaling and hepatic steatosis. Because the primary hepatocytes were cultivated without the influence of known regulators of sexual dimorphism, these results suggest currently unknown modulatory mechanisms of sexual dimorphism in vitro. The large sex-dependent differences in the regulation and dynamics of drug metabolism observed during cultivation can have an immense influence on the evaluation of pharmacodynamic processes when conducting initial preclinical trials to investigate potential new drugs.


Assuntos
Hepatócitos/metabolismo , Metaboloma/fisiologia , Proteoma/fisiologia , Transcriptoma/fisiologia , Animais , Hidrocarboneto de Aril Hidroxilases/genética , Sistema Enzimático do Citocromo P-450/genética , Família 2 do Citocromo P450/genética , Feminino , Regulação da Expressão Gênica/fisiologia , Masculino , Melatonina/metabolismo , Camundongos , Camundongos Endogâmicos C57BL , Serotonina/metabolismo , Caracteres Sexuais , Fatores Sexuais , Transdução de Sinais/fisiologia , Esteroide Hidroxilases/genética
2.
Int J Mol Sci ; 22(2)2021 Jan 15.
Artigo em Inglês | MEDLINE | ID: mdl-33467660

RESUMO

Multifactorial metabolic diseases, such as non-alcoholic fatty liver disease, are a major burden to modern societies, and frequently present with no clearly defined molecular biomarkers. Herein we used system medicine approaches to decipher signatures of liver fibrosis in mouse models with malfunction in genes from unrelated biological pathways: cholesterol synthesis-Cyp51, notch signaling-Rbpj, nuclear factor kappa-light-chain-enhancer of activated B cells (NF-κB) signaling-Ikbkg, and unknown lysosomal pathway-Glmp. Enrichment analyses of Kyoto Encyclopedia of Genes and Genomes (KEGG), Reactome and TRANScription FACtor (TRANSFAC) databases complemented with genome-scale metabolic modeling revealed fibrotic signatures highly similar to liver pathologies in humans. The diverse genetic models of liver fibrosis exposed a common transcriptional program with activated estrogen receptor alpha (ERα) signaling, and a network of interactions between regulators of lipid metabolism and transcription factors from cancer pathways and the immune system. The novel hallmarks of fibrosis are downregulated lipid pathways, including fatty acid, bile acid, and steroid hormone metabolism. Moreover, distinct metabolic subtypes of liver fibrosis were proposed, supported by unique enrichment of transcription factors based on the type of insult, disease stage, or potentially, also sex. The discovered novel features of multifactorial liver fibrotic pathologies could aid also in improved stratification of other fibrosis related pathologies.


Assuntos
Ácidos Graxos/metabolismo , Cirrose Hepática/fisiopatologia , Fígado/fisiopatologia , Animais , Ácidos e Sais Biliares/química , Biomarcadores/metabolismo , Modelos Animais de Doenças , Feminino , Fibrose , Genoma , Humanos , Sistema Imunitário , Inflamação , Metabolismo dos Lipídeos , Lipídeos/química , Fígado/metabolismo , Cirrose Hepática/genética , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Hepatopatia Gordurosa não Alcoólica/metabolismo , Análise de Sequência com Séries de Oligonucleotídeos , Transdução de Sinais
3.
Nucleic Acids Res ; 44(D1): D38-47, 2016 Jan 04.
Artigo em Inglês | MEDLINE | ID: mdl-26538599

RESUMO

Life sciences are yielding huge data sets that underpin scientific discoveries fundamental to improvement in human health, agriculture and the environment. In support of these discoveries, a plethora of databases and tools are deployed, in technically complex and diverse implementations, across a spectrum of scientific disciplines. The corpus of documentation of these resources is fragmented across the Web, with much redundancy, and has lacked a common standard of information. The outcome is that scientists must often struggle to find, understand, compare and use the best resources for the task at hand.Here we present a community-driven curation effort, supported by ELIXIR-the European infrastructure for biological information-that aspires to a comprehensive and consistent registry of information about bioinformatics resources. The sustainable upkeep of this Tools and Data Services Registry is assured by a curation effort driven by and tailored to local needs, and shared amongst a network of engaged partners.As of November 2015, the registry includes 1785 resources, with depositions from 126 individual registrations including 52 institutional providers and 74 individuals. With community support, the registry can become a standard for dissemination of information about bioinformatics resources: we welcome everyone to join us in this common endeavour. The registry is freely available at https://bio.tools.


Assuntos
Biologia Computacional , Sistema de Registros , Curadoria de Dados , Software
4.
Int J Mol Sci ; 19(5)2018 May 04.
Artigo em Inglês | MEDLINE | ID: mdl-29734672

RESUMO

Glioblastoma (GB) is the most aggressive brain malignancy. Although some potential glioblastoma biomarkers have already been identified, there is a lack of cell membrane-bound biomarkers capable of distinguishing brain tissue from glioblastoma and/or glioblastoma stem cells (GSC), which are responsible for the rapid post-operative tumor reoccurrence. In order to find new GB/GSC marker candidates that would be cell surface proteins (CSP), we have performed meta-analysis of genome-scale mRNA expression data from three data repositories (GEO, ArrayExpress and GLIOMASdb). The search yielded ten appropriate datasets, and three (GSE4290/GDS1962, GSE23806/GDS3885, and GLIOMASdb) were used for selection of new GB/GSC marker candidates, while the other seven (GSE4412/GDS1975, GSE4412/GDS1976, E-GEOD-52009, E-GEOD-68848, E-GEOD-16011, E-GEOD-4536, and E-GEOD-74571) were used for bioinformatic validation. The selection identified four new CSP-encoding candidate genes—CD276, FREM2, SPRY1, and SLC47A1—and the bioinformatic validation confirmed these findings. A review of the literature revealed that CD276 is not a novel candidate, while SLC47A1 had lower validation test scores than the other new candidates and was therefore not considered for experimental validation. This validation revealed that the expression of FREM2—but not SPRY1—is higher in glioblastoma cell lines when compared to non-malignant astrocytes. In addition, FREM2 gene and protein expression levels are higher in GB stem-like cell lines than in conventional glioblastoma cell lines. FREM2 is thus proposed as a novel GB biomarker and a putative biomarker of glioblastoma stem cells. Both FREM2 and SPRY1 are expressed on the surface of the GB cells, while SPRY1 alone was found overexpressed in the cytosol of non-malignant astrocytes.


Assuntos
Biomarcadores Tumorais/genética , Proteínas da Matriz Extracelular/genética , Glioblastoma/genética , Proteínas de Membrana/genética , Fosfoproteínas/genética , Astrócitos/metabolismo , Linhagem Celular Tumoral , Regulação Neoplásica da Expressão Gênica , Glioblastoma/metabolismo , Glioblastoma/patologia , Humanos , Células-Tronco Neoplásicas/metabolismo , Células-Tronco Neoplásicas/patologia , Proteômica
5.
Xenobiotica ; 44(8): 708-15, 2014 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-24593268

RESUMO

1. Nucleotide analogues comprise an important class of drugs used in treatment of viral infections but also cancer. These drugs affect the structural integrity of DNA and activate different pathways and processes in the cell and may directly or indirectly influence the drug metabolizing system. Adefovir dipivoxil (AD) and tenofovir disoproxil (TD) are nucleotide analogues approved for the treatment of chronic hepatitis B and/or HIV/AIDS infection. 2. To evaluate the risk of their drug-drug interactions on the level of drug metabolism, an effect of both compounds on cytochromes P450 expression was studied using cDNA microarrays, real-time RT-PCR and immunoblotting. Mice were given intraperitoneally 25 mg/kg of AD or TD, respectively. As a positive control, a combination of prototypic cytochromes P450 (CYP) inducers, phenobarbital and ß-naphthoflavone was chosen. 3. The data obtained showed a significant CYP induction in the positive control group, but no clinically significant induction of CYP genes by AD or TD was observed. Our results support the evidence of safety of AD and TD with respect to drug-drug interactions based on enzyme induction. These findings are important as a plethora of new antivirals of different types are being tested and introduced to clinical practice, mostly to be used in combinations.


Assuntos
Sistema Enzimático do Citocromo P-450/genética , Regulação Enzimológica da Expressão Gênica , Organofosfonatos/metabolismo , Adenina/análogos & derivados , Adenina/metabolismo , Animais , Western Blotting , Sistema Enzimático do Citocromo P-450/metabolismo , Feminino , Perfilação da Expressão Gênica , Camundongos Endogâmicos C57BL , Análise de Sequência com Séries de Oligonucleotídeos , Organofosfonatos/química , Reação em Cadeia da Polimerase em Tempo Real , Tenofovir
6.
J Assist Reprod Genet ; 31(1): 79-88, 2014 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-24221912

RESUMO

PURPOSE: The aim of our study was to determine whether there are any differences in the cumulus cell gene expression profile of mature oocytes derived from modified natural IVF and controlled ovarian hyperstimulation cycles and if these changes could help us understand why modified natural IVF has lower success rates. METHODS: Cumulus cells surrounding mature oocytes that developed to morulae or blastocysts on day 5 after oocyte retrieval were submitted to microarray analysis. The obtained data were then validated using quantitative real-time PCR. RESULTS: There were 66 differentially expressed genes between cumulus cells of modified natural IVF and controlled ovarian hyperstimulation cycles. Gene ontology analysis revealed the oxidation-reduction process, glutathione metabolic process, xenobiotic metabolic process and gene expression were significantly enriched biological processes in MNIVF cycles. Among differentially expressed genes we observed a large group of small nucleolar RNA's whose role in folliculogenesis has not yet been established. CONCLUSION: The increased expression of genes involved in the oxidation-reduction process probably points to hypoxic conditions in modified natural IVF cycles. This finding opens up new perspectives for the establishment of the potential role that oxidation-reduction processes have in determining success rates of modified natural IVF.


Assuntos
Células do Cúmulo/metabolismo , Fertilização in vitro , Fertilização/genética , Expressão Gênica , Adulto , Feminino , Perfilação da Expressão Gênica , Humanos , Análise de Sequência com Séries de Oligonucleotídeos , Recuperação de Oócitos , Indução da Ovulação , Gravidez , Resultado da Gravidez/genética , Taxa de Gravidez , Transcriptoma
7.
Nat Genet ; 37(5): 471-7, 2005 May.
Artigo em Inglês | MEDLINE | ID: mdl-15821735

RESUMO

Classical epistasis analysis can determine the order of function of genes in pathways using morphological, biochemical and other phenotypes. It requires knowledge of the pathway's phenotypic output and a variety of experimental expertise and so is unsuitable for genome-scale analysis. Here we used microarray profiles of mutants as phenotypes for epistasis analysis. Considering genes that regulate activity of protein kinase A in Dictyostelium, we identified known and unknown epistatic relationships and reconstructed a genetic network with microarray phenotypes alone. This work shows that microarray data can provide a uniform, quantitative tool for large-scale genetic network analysis.


Assuntos
Dictyostelium/genética , Epistasia Genética , Transcrição Gênica , Animais , Proteínas Quinases Dependentes de AMP Cíclico/genética , Proteínas Quinases Dependentes de AMP Cíclico/metabolismo , Dictyostelium/enzimologia , Mutação , Proteína Quinase C/genética , Proteína Quinase C/metabolismo
8.
Biochim Biophys Acta Gene Regul Mech ; 1865(1): 194785, 2022 01.
Artigo em Inglês | MEDLINE | ID: mdl-34971790

RESUMO

Omics has broadened our view of transcriptional and gene regulatory networks of multifactorial diseases, such as metabolism associated liver disease and its advanced stages including hepatocellular carcinoma. Identifying liver disease biomarkers and potential treatment targets makes use of experimental models, e.g. genetically engineered mice, which show molecular features of human pathologies but are experimentally tractable. We compared gene expression profiling data from human to our studies on transgenic mice with hepatocyte deletion of Cyp51 from cholesterol synthesis with the aim of identifying the human liver disease state best matched by the Cyp51 knockout model. Gene Expression Omnibus was used to identify relevant human datasets. We identified enriched and deregulated genes, pathways and transcription factors of mouse and human disease samples. Analysis showed a closer match of the Cyp51 knockout to the female patient samples. Importantly, CYP51 was depleted in both mouse and female human data. Among the enriched genes were the oxysterol-binding protein-related protein 3 (OSBPL3), which was enriched in all datasets, and the collagen gene COL1A2, which was enriched in both the mouse and one human dataset. KEGG and Reactome analyses revealed the most enriched pathway to be ECM-receptor interaction. Numerous transcription factors were differentially expressed in mice of both sexes and in the human female dataset, while depleted HNF4α and RXRα:PPARα-isoform1 were a hallmark in all cases. Our analysis exposed novel potential biomarkers, which may provide new avenues towards more personalized approaches and different targets in females and males. The analysis was only possible because of availability of open data resources and tools and broadly consistent annotation.


Assuntos
Hepatopatias , Animais , Feminino , Perfilação da Expressão Gênica , Genômica , Humanos , Masculino , Camundongos , Esterol 14-Desmetilase/genética , Esterol 14-Desmetilase/metabolismo , Fatores de Transcrição/genética
9.
BMC Genomics ; 12: 96, 2011 Feb 03.
Artigo em Inglês | MEDLINE | ID: mdl-21291556

RESUMO

BACKGROUND: Divergently selected Lean and Fat mouse lines represent unique models for a polygenic form of resistance and susceptibility to obesity development. Previous research on these lines focused mainly on obesity-susceptible factors in the Fat line. This study aimed to examine the molecular basis of obesity-resistant mechanisms in the Lean line by analyzing various fat depots and organs, the liver transcriptome of selected metabolic pathways, plasma and lipid homeostasis and expression of selected skeletal muscle genes. RESULTS: Expression profiling using our custom Steroltalk v2 microarray demonstrated that Lean mice exhibit a higher hepatic expression of cholesterol biosynthesis genes compared to the Fat line, although this was not reflected in elevation of total plasma or liver cholesterol. However, FPLC analysis showed that protective HDL cholesterol was elevated in Lean mice. A significant difference between the strains was also found in bile acid metabolism. Lean mice had a higher expression of Cyp8b1, a regulatory enzyme of bile acid synthesis, and the Abcb11 bile acid transporter gene responsible for export of acids to the bile. Additionally, a higher content of blood circulating bile acids was observed in Lean mice. Elevated HDL and upregulation of some bile acids synthesis and transport genes suggests enhanced reverse cholesterol transport in the Lean line--the flux of cholesterol out of the body is higher which is compensated by upregulation of endogenous cholesterol biosynthesis. Increased skeletal muscle Il6 and Dio2 mRNA levels as well as increased activity of muscle succinic acid dehydrogenase (SDH) in the Lean mice demonstrates for the first time that changes in muscle energy metabolism play important role in the Lean line phenotype determination and corroborate our previous findings of increased physical activity and thermogenesis in this line. Finally, differential expression of Abcb11 and Dio2 identifies novel strong positional candidate genes as they map within the quantitative trait loci (QTL) regions detected previously in crosses between the Lean and Fat mice. CONCLUSION: We identified novel candidate molecular targets and metabolic changes which can at least in part explain resistance to obesity development in the Lean line. The major difference between the Lean and Fat mice was in increased liver cholesterol biosynthesis gene mRNA expression, bile acid metabolism and changes in selected muscle genes' expression in the Lean line. The liver Abcb11 and muscle Dio2 were identified as novel positional candidate genes to explain part of the phenotypic difference between the Lean and Fat lines.


Assuntos
Fígado/metabolismo , Músculo Esquelético/metabolismo , Obesidade/genética , Magreza/genética , Animais , Perfilação da Expressão Gênica , Masculino , Camundongos , Análise de Sequência com Séries de Oligonucleotídeos , Fenótipo , Locos de Características Quantitativas/genética , Reação em Cadeia da Polimerase Via Transcriptase Reversa
10.
Pharmacogenet Genomics ; 21(11): 741-50, 2011 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-21869732

RESUMO

OBJECTIVES: With particular emphasis on interactions between cholesterol homeostasis and drug metabolism we investigate the transcriptome of human primary hepatocytes treated by two commonly prescribed cholesterol lowering drugs atorvastatin and rosuvastatin and by rifampicin that serves as an outgroup as well as a model substance for induction of nuclear pregnane X receptor. METHODS: Hepatocytes from human donors have been treated with rosuvastatin, atorvastatin, and rifampicin for 12, 24, and 48 h. Expression profiling with cholesterol and drug metabolism enriched low density Steroltalk cDNA and whole genome Affymetrix HG-U133 Plus 2.0 arrays has been applied. Differential expression (DE) of genes and gene set enrichment analysis of KEGG pathways were performed. Lists of differentially expressed genes and gene sets were cross-compared. Selected genes were confirmed by quantitative real-time PCR. RESULTS: Statins lead to: (a) upregulation of cholesterol-related genes indicating an increased LDL uptake and storage of esterified cholesterol, elevated bile acid/drug export and lower capacity to form HDL; (b) perturbation of genes in glucose and fatty acid homeostasis, influencing acetyl-CoA pools, promoting gluconeogenesis and glucose export; (c) elevated expression of ADIPOR2 suggesting increased sensitivity to adiponectin; (d) perturbations in genes of lipoprotein particle formation, differently for each statin; (e) perturbed expression of many metabolic genes that are directly controlled by nuclear receptors constitutive androstan and/or pregnane X. CONCLUSION: These data provide a novel global insight into hepatic effects of statins, offering biochemical explanations for higher blood glucose in statin-treated patients, and for drug-induced secondary fatty liver disease.


Assuntos
Fluorbenzenos/farmacologia , Hepatócitos/efeitos dos fármacos , Hepatócitos/metabolismo , Ácidos Heptanoicos/farmacologia , Pirimidinas/farmacologia , Pirróis/farmacologia , Sulfonamidas/farmacologia , Transcriptoma , Atorvastatina , Células Cultivadas , Colesterol/metabolismo , Receptor Constitutivo de Androstano , Metabolismo Energético/efeitos dos fármacos , Metabolismo Energético/genética , Regulação da Expressão Gênica/efeitos dos fármacos , Redes Reguladoras de Genes/efeitos dos fármacos , Homeostase/efeitos dos fármacos , Humanos , Proteínas de Membrana Transportadoras/genética , Proteínas de Membrana Transportadoras/metabolismo , Redes e Vias Metabólicas/efeitos dos fármacos , Redes e Vias Metabólicas/genética , Análise de Sequência com Séries de Oligonucleotídeos , Receptor de Pregnano X , Reação em Cadeia da Polimerase em Tempo Real , Receptores Citoplasmáticos e Nucleares/genética , Receptores Citoplasmáticos e Nucleares/metabolismo , Receptores de Esteroides/genética , Receptores de Esteroides/metabolismo , Reprodutibilidade dos Testes , Rosuvastatina Cálcica
11.
Toxicol Appl Pharmacol ; 243(1): 1-12, 2010 Feb 15.
Artigo em Inglês | MEDLINE | ID: mdl-20034506

RESUMO

Aldehydes such as acrolein are ubiquitous pollutants present in automobile exhaust, cigarette, wood, and coal smoke. Such aldehydes are also constituents of several food substances and are present in drinking water, irrigation canals, and effluents from manufacturing plants. Oral intake represents the most significant source of exposure to acrolein and related aldehydes. To study the effects of short-term oral exposure to acrolein on lipoprotein levels and metabolism, adult mice were gavage-fed 0.1 to 5 mg acrolein/kg bwt and changes in plasma lipoproteins were assessed. Changes in hepatic gene expression related to lipid metabolism and cytokines were examined by qRT-PCR analysis. Acrolein feeding did not affect body weight, blood urea nitrogen, plasma creatinine, electrolytes, cytokines or liver enzymes, but increased plasma cholesterol and triglycerides. Similar results were obtained with apoE-null mice. Plasma lipoproteins from acrolein-fed mice showed altered electrophoretic mobility on agarose gels. Chromatographic analysis revealed elevated VLDL cholesterol, phospholipids, and triglycerides levels with little change in LDL or HDL. NMR analysis indicated shifts from small to large VLDL and from large to medium-small LDL with no change in the size of HDL particles. Increased plasma VLDL was associated with a significant decrease in post-heparin plasma hepatic lipase activity and a decrease in hepatic expression of hepatic lipase. These observations suggest that oral exposure to acrolein could induce or exacerbate systemic dyslipidemia and thereby contribute to cardiovascular disease risk.


Assuntos
Acroleína/toxicidade , Dislipidemias/induzido quimicamente , Lipoproteínas/sangue , Acroleína/administração & dosagem , Acroleína/farmacologia , Animais , Apolipoproteínas E/genética , Apolipoproteínas E/metabolismo , Relação Dose-Resposta a Droga , Vias de Administração de Medicamentos , Esquema de Medicação , Regulação da Expressão Gênica , Lipase/metabolismo , Fígado/efeitos dos fármacos , Fígado/enzimologia , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Estresse Oxidativo/efeitos dos fármacos , Ratos , Ratos Sprague-Dawley
12.
Cancers (Basel) ; 12(11)2020 Nov 09.
Artigo em Inglês | MEDLINE | ID: mdl-33182326

RESUMO

While the role of cholesterol in liver carcinogenesis remains controversial, hepatocellular carcinoma generally prevails in males. Herein, we uncover pathways of female-prevalent progression to hepatocellular carcinoma due to chronic repression of cholesterogenic lanosterol 14α-demethylase (CYP51) in hepatocytes. Tumors develop in knock-out mice after year one, with 2:1 prevalence in females. Metabolic and transcription factor networks were deduced from the liver transcriptome data, combined by sterol metabolite and blood parameter analyses, and interpreted with relevance to humans. Female knock-outs show increased plasma cholesterol and HDL, dampened lipid-related transcription factors FXR, LXRα:RXRα, and importantly, crosstalk between reduced LXRα and activated TGF-ß signalling, indicating a higher susceptibility to HCC in aging females. PI3K/Akt signalling and ECM-receptor interaction are common pathways that are disturbed by sex-specific altered genes. Additionally, transcription factors (SOX9)2 and PPARα were recognized as important for female hepatocarcinogenesis, while overexpressed Cd36, a target of nuclear receptor RORC, is a new male-related regulator of ECM-receptor signalling in hepatocarcinogenesis. In conclusion, we uncover the sex-dependent metabolic reprogramming of cholesterol-related pathways that predispose for hepatocarcinogenesis in aging females. This is important in light of increased incidence of liver cancers in post-menopausal women.

13.
BMC Genomics ; 9: 76, 2008 Feb 11.
Artigo em Inglês | MEDLINE | ID: mdl-18261244

RESUMO

BACKGROUND: Cholesterol homeostasis and xenobiotic metabolism are complex biological processes, which are difficult to study with traditional methods. Deciphering complex regulation and response of these two processes to different factors is crucial also for understanding of disease development. Systems biology tools as are microarrays can importantly contribute to this knowledge and can also discover novel interactions between the two processes. RESULTS: We have developed a low density Sterolgene v0 cDNA microarray dedicated to studies of cholesterol homeostasis and drug metabolism in the mouse. To illustrate its performance, we have analyzed mouse liver samples from studies focused on regulation of cholesterol homeostasis and drug metabolism by diet, drugs and inflammation. We observed down-regulation of cholesterol biosynthesis during fasting and high-cholesterol diet and subsequent up-regulation by inflammation. Drug metabolism was down-regulated by fasting and inflammation, but up-regulated by phenobarbital treatment and high-cholesterol diet. Additionally, the performance of the Sterolgene v0 was compared to the two commercial high density microarray platforms: the Agilent cDNA (G4104A) and the Affymetrix MOE430A GeneChip. We hybridized identical RNA samples to the commercial microarrays and showed that the performance of Sterolgene is comparable to commercial arrays in terms of detection of changes in cholesterol homeostasis and drug metabolism. CONCLUSION: Using the Sterolgene v0 microarray we were able to detect important changes in cholesterol homeostasis and drug metabolism caused by diet, drugs and inflammation. Together with its next generations the Sterolgene microarrays represent original and dedicated tools enabling focused and cost effective studies of cholesterol homeostasis and drug metabolism. These microarrays have the potential of being further developed into screening or diagnostic tools.


Assuntos
Colesterol/metabolismo , Análise de Sequência com Séries de Oligonucleotídeos/métodos , Preparações Farmacêuticas/metabolismo , Animais , DNA Complementar/genética , Expressão Gênica/efeitos dos fármacos , Homeostase/efeitos dos fármacos , Fígado/efeitos dos fármacos , Fígado/metabolismo , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Análise de Sequência com Séries de Oligonucleotídeos/estatística & dados numéricos , Fenobarbital/farmacologia , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Fator de Necrose Tumoral alfa/farmacologia
14.
Nucleic Acids Res ; 33(Web Server issue): W749-52, 2005 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-15980576

RESUMO

GenePath is a web-based application for the analysis of mutant-based experiments and synthesis of genetic networks. Here, we introduce GenePath and describe a number of new approaches, including conflict resolution, handling cyclic pathways, confidence level assignment, what-if analysis and new experiment proposal. We illustrate the key concepts using data from a study of adhesion genes in Dictyostelium discoideum and show that GenePath discovered genetic interactions that were ignored in the original publication. GenePath is available at http://www.genepath.org/genepath2.


Assuntos
Genes , Modelos Genéticos , Mutação , Software , Animais , Biologia Computacional , Dictyostelium/genética , Epistasia Genética , Genômica , Internet , Interface Usuário-Computador
15.
Sci Rep ; 7: 40775, 2017 01 18.
Artigo em Inglês | MEDLINE | ID: mdl-28098217

RESUMO

Development of mice with hepatocyte knockout of lanosterol 14α-demethylase (HCyp51-/-) from cholesterol synthesis is characterized by the progressive onset of liver injury with ductular reaction and fibrosis. These changes begin during puberty and are generally more aggravated in the knockout females. However, a subgroup of (pre)pubertal knockout mice (runts) exhibits a pronounced male prevalent liver dysfunction characterized by downregulated amino acid metabolism and elevated Casp12. RORC transcriptional activity is diminished in livers of all runt mice, in correlation with the depletion of potential RORC ligands subsequent to CYP51 disruption. Further evidence for this comes from the global analysis that identified a crucial overlap between hepatic Cyp51-/- and Rorc-/- expression profiles. Additionally, the reduction in RORA and RORC transcriptional activity was greater in adult HCyp51-/- females than males, which correlates well with their downregulated amino and fatty acid metabolism. Overall, we identify a global and sex-dependent transcriptional de-regulation due to the block in cholesterol synthesis during development of the Cyp51 knockout mice and provide in vivo evidence that sterol intermediates downstream of lanosterol may regulate the hepatic RORC activity.


Assuntos
Colesterol/biossíntese , Família 51 do Citocromo P450/genética , Hepatócitos/metabolismo , Hepatopatias/etiologia , Hepatopatias/metabolismo , Membro 3 do Grupo F da Subfamília 1 de Receptores Nucleares/metabolismo , Transdução de Sinais , Animais , Modelos Animais de Doenças , Progressão da Doença , Feminino , Fibrose , Perfilação da Expressão Gênica , Regulação da Expressão Gênica , Hepatopatias/patologia , Masculino , Camundongos , Camundongos Knockout , Membro 3 do Grupo F da Subfamília 1 de Receptores Nucleares/genética , Caracteres Sexuais , Esteróis/metabolismo , Resposta a Proteínas não Dobradas
16.
Sci Rep ; 6: 31955, 2016 08 18.
Artigo em Inglês | MEDLINE | ID: mdl-27535584

RESUMO

Circadian rhythms regulate a plethora of physiological processes. Perturbations of the rhythm can result in pathologies which are frequently studied in inbred mouse strains. We show that the genotype of mouse lines defines the circadian gene expression patterns. Expression of majority of core clock and output metabolic genes are phase delayed in the C56BL/6J line compared to 129S2 in the adrenal glands and the liver. Circadian amplitudes are generally higher in the 129S2 line. Experiments in dark - dark (DD) and light - dark conditions (LD), exome sequencing and data mining proposed that mouse lines differ in single nucleotide variants in the binding regions of clock related transcription factors in open chromatin regions. A possible mechanisms of differential circadian expression could be the entrainment and transmission of the light signal to peripheral organs. This is supported by the genotype effect in adrenal glands that is largest under LD, and by the high number of single nucleotide variants in the Receptor, Kinase and G-protein coupled receptor Panther molecular function categories. Different phenotypes of the two mouse lines and changed amino acid sequence of the Period 2 protein possibly contribute further to the observed differences in circadian gene expression.


Assuntos
Glândulas Suprarrenais/metabolismo , Ritmo Circadiano/genética , Fígado/metabolismo , Camundongos da Linhagem 129/genética , Camundongos Endogâmicos C57BL/genética , Animais , Mineração de Dados , Genótipo , Luz , Masculino , Camundongos da Linhagem 129/metabolismo , Camundongos Endogâmicos C57BL/metabolismo , Polimorfismo de Nucleotídeo Único , Especificidade da Espécie , Fatores de Transcrição/genética , Sequenciamento do Exoma
17.
Sci Rep ; 5: 8777, 2015 Mar 05.
Artigo em Inglês | MEDLINE | ID: mdl-25739789

RESUMO

We demonstrate unequivocally that defective cholesterol synthesis is an independent determinant of liver inflammation and fibrosis. We prepared a mouse hepatocyte-specific knockout (LKO) of lanosterol 14α-demethylase (CYP51) from the part of cholesterol synthesis that is already committed to cholesterol. LKO mice developed hepatomegaly with oval cell proliferation, fibrosis and inflammation, but without steatosis. The key trigger was reduced cholesterol esters that provoked cell cycle arrest, senescence-associated secretory phenotype and ultimately the oval cell response, while elevated CYP51 substrates promoted the integrated stress response. In spite of the oval cell-driven fibrosis being histologically similar in both sexes, data indicates a female-biased down-regulation of primary metabolism pathways and a stronger immune response in males. Liver injury was ameliorated by dietary fats predominantly in females, whereas dietary cholesterol rectified fibrosis in both sexes. Our data place defective cholesterol synthesis as a focus of sex-dependent liver pathologies.


Assuntos
Hepatócitos/metabolismo , Camundongos Knockout , Esterol 14-Desmetilase/genética , Animais , Ácidos e Sais Biliares/biossíntese , Pontos de Checagem do Ciclo Celular/genética , Colesterol/biossíntese , Gorduras na Dieta/metabolismo , Modelos Animais de Doenças , Feminino , Expressão Gênica , Perfilação da Expressão Gênica , Hepatite/genética , Hepatite/metabolismo , Hepatite/patologia , Hepatomegalia/genética , Hepatomegalia/metabolismo , Hepatomegalia/patologia , Homeostase , Cirrose Hepática/genética , Cirrose Hepática/metabolismo , Cirrose Hepática/patologia , Hepatopatias/genética , Hepatopatias/imunologia , Hepatopatias/metabolismo , Hepatopatias/patologia , Masculino , Camundongos , Modelos Biológicos , Especificidade de Órgãos/genética , Fatores Sexuais
18.
Artif Intell Med ; 29(1-2): 107-30, 2003.
Artigo em Inglês | MEDLINE | ID: mdl-12957783

RESUMO

A genetic network is a formalism that is often used in biology to represent causalities and reason about biological phenomena related to genetic regulation. We present GenePath, a computer-based system that supports the inference of genetic networks from a set of genetic experiments. Implemented in Prolog, GenePath uses abductive inference to elucidate network constraints based on background knowledge and experimental results. Additionally, it can propose genetic experiments that may further refine the discovered network and establish relations between genes that could not be related based on the original experimental data. We illustrate GenePath's approach and utility on analysis of data on aggregation and sporulation of the soil amoeba Dictyostelium discoideum.


Assuntos
Regulação da Expressão Gênica , Genômica , Redes Neurais de Computação , Animais , DNA , Dictyostelium/genética , Humanos , Conhecimento , Pesquisa/tendências
19.
Genome Biol ; 15(1): R20, 2014 Jan 31.
Artigo em Inglês | MEDLINE | ID: mdl-24485098

RESUMO

RNA-binding proteins (RBPs) regulate splicing according to position-dependent principles, which can be exploited for analysis of regulatory motifs. Here we present RNAmotifs, a method that evaluates the sequence around differentially regulated alternative exons to identify clusters of short and degenerate sequences, referred to as multivalent RNA motifs. We show that diverse RBPs share basic positional principles, but differ in their propensity to enhance or repress exon inclusion. We assess exons differentially spliced between brain and heart, identifying known and new regulatory motifs, and predict the expression pattern of RBPs that bind these motifs. RNAmotifs is available at https://bitbucket.org/rogrro/rna_motifs.


Assuntos
Processamento Alternativo/genética , Motivos de Nucleotídeos/genética , Proteínas de Ligação a RNA/genética , Análise de Sequência de RNA/métodos , Animais , Encéfalo/citologia , Encéfalo/metabolismo , Linhagem Celular , Éxons , Coração/fisiologia , Humanos , Camundongos , Camundongos Knockout , Análise em Microsséries , Proteínas de Ligação a RNA/metabolismo , Software
20.
PLoS One ; 9(11): e112787, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-25393872

RESUMO

We examined the genotype-phenotype interactions of Cyp51+/- mice carrying one functional allele of lanosterol 14α-demethylase from cholesterol biosynthesis. No distinct developmental or morphological abnormalities were observed by routine visual inspection of Cyp51+/- and Cyp51+/+ mice and fertility was similar. We further collected a large data-set from female and male Cyp51+/- mice and controls fed for 16 weeks with three diets and applied linear regression modeling. We used 3 predictor variables (genotype, sex, diet), and 39 response variables corresponding to the organ characteristics (7), plasma parameters (7), and hepatic gene expression (25). We observed significant differences between Cyp51+/- and wild-type mice in organ characteristics and blood lipid profile. Hepatomegaly was observed in Cyp51+/- males, together with elevated total and low-density lipoprotein cholesterol. Cyp51+/- females fed high-fat, high-cholesterol diet were leaner and had elevated plasma corticosterone compared to controls. We observed elevated hepatocyte apoptosis, mitosis and lipid infiltration in heterozygous knockouts of both sexes. The Cyp51+/- females had a modified lipid storage homeostasis protecting them from weight-gain when fed high-fat high-cholesterol diet. Malfunction of one Cyp51 allele therefore initiates disease pathways towards cholesterol-linked liver pathologies and sex-dependent response to dietary challenge.


Assuntos
Colesterol , Predisposição Genética para Doença , Hepatomegalia , Heterozigoto , Caracteres Sexuais , Esterol 14-Desmetilase , Animais , Apoptose/efeitos dos fármacos , Apoptose/genética , Colesterol/biossíntese , Colesterol/genética , Gorduras na Dieta/efeitos adversos , Gorduras na Dieta/farmacologia , Feminino , Hepatócitos/metabolismo , Hepatócitos/patologia , Hepatomegalia/enzimologia , Hepatomegalia/metabolismo , Hepatomegalia/patologia , Masculino , Camundongos , Camundongos Knockout , Mitose/efeitos dos fármacos , Mitose/genética , Esterol 14-Desmetilase/genética , Esterol 14-Desmetilase/metabolismo
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