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1.
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
2.
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
3.
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
4.
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.

5.
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
6.
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
7.
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
8.
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
9.
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
10.
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
11.
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
12.
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
13.
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
14.
PLoS One ; 8(9): e74184, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-24066117

RESUMO

A universal biomarker panel with the potential to predict high-risk pregnancies or adverse pregnancy outcome does not exist. Transcriptome analysis is a powerful tool to capture differentially expressed genes (DEG), which can be used as biomarker-diagnostic-predictive tool for various conditions in prenatal setting. In search of biomarker set for predicting high-risk pregnancies, we performed global expression profiling to find DEG in Ts21. Subsequently, we performed targeted validation and diagnostic performance evaluation on a larger group of case and control samples. Initially, transcriptomic profiles of 10 cultivated amniocyte samples with Ts21 and 9 with normal euploid constitution were determined using expression microarrays. Datasets from Ts21 transcriptomic studies from GEO repository were incorporated. DEG were discovered using linear regression modelling and validated using RT-PCR quantification on an independent sample of 16 cases with Ts21 and 32 controls. The classification performance of Ts21 status based on expression profiling was performed using supervised machine learning algorithm and evaluated using a leave-one-out cross validation approach. Global gene expression profiling has revealed significant expression changes between normal and Ts21 samples, which in combination with data from previously performed Ts21 transcriptomic studies, were used to generate a multi-gene biomarker for Ts21, comprising of 9 gene expression profiles. In addition to biomarker's high performance in discriminating samples from global expression profiling, we were also able to show its discriminatory performance on a larger sample set 2, validated using RT-PCR experiment (AUC=0.97), while its performance on data from previously published studies reached discriminatory AUC values of 1.00. Our results show that transcriptomic changes might potentially be used to discriminate trisomy of chromosome 21 in the prenatal setting. As expressional alterations reflect both, causal and reactive cellular mechanisms, transcriptomic changes may thus have future potential in the diagnosis of a wide array of heterogeneous diseases that result from genetic disturbances.


Assuntos
Diagnóstico Pré-Natal/métodos , Trissomia/genética , Algoritmos , Cromossomos Humanos Par 21/genética , Síndrome de Down/diagnóstico , Síndrome de Down/genética , Feminino , Perfilação da Expressão Gênica/métodos , Humanos , Análise de Sequência com Séries de Oligonucleotídeos , Gravidez
15.
Radiol Oncol ; 46(3): 213-25, 2012 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-23077460

RESUMO

BACKGROUND: Human recombinant erythropoietin (rHuEpo) that is used for the treatment of the chemotherapy-induced anaemia in cancer patients was shown to cause detrimental effects on the course of disease due to increased adverse events inflicting patient's survival, potentially related to rHuEpo-induced cancer progression. In this study, we elucidate the effect of rHuEpo administration on breast cancer cell proliferation and gene expression after cisplatin (cDDP) induced cytotoxicity. MATERIALS AND METHODS: Two breast carcinoma models, MCF-7 and MDA-MB-231 cell lines, were used differing in oestrogen (ER) and progesterone (PR) receptors and p53 status. Cells were cultured with or without rHuEpo for 24 h or 9 weeks and their growth characteristics after cDDP treatment were assessed together with expression of genes involved in the p53-signaling pathway. RESULTS: Short-term exposure of breast cancer cells to rHuEpo lowers their proliferation and reduces cDDP cytotoxic potency. In contrast, long-term exposure of MCF-7 cells to rHuEpo increases proliferation and predisposes MCF-7 cells to cDDP cytotoxicity, but has no effect on MDA-MB-231 cells. MDA-MB-231 cells show altered level of ERK phosphorylation, indicating involvement of MAPK signalling pathway. Gene expression analysis of p53-dependent genes and bcl-2 gene family members confirmed differences between long and short-term rHuEpo effects, indicating the most prominent changes in BCL2 and BAD expression. CONCLUSIONS: Proliferation and survival characteristics of MCF-7 cells are reversely modulated by the length of the rHuEpo exposure. On the other hand, MDA-MB-231 cells are almost irresponsive to long-term rHuEpo, supposedly due to the mutated p53 and ER(+)/PR(-) status. The p53 and ER/PR status may predict tumour response on rHuEpo and cDDP treatment.

16.
PLoS One ; 7(10): e47106, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-23082142

RESUMO

In in vitro fertilization (IVF) cycles controlled ovarian hyperstimulation (COH) is established by gonadotropins in combination with gonadotropin-releasing hormone (GnRH) agonists or antagonists, to prevent premature luteinizing hormone (LH) surge. The aim of our study was to improve the understanding of gene expression profile of cumulus cells (CC) in terms of ovarian stimulation protocol and oocyte maturity. We applied Affymetrix gene expression profiling in CC of oocytes at different maturation stages using either GnRH agonists or GnRH antagonists. Two analyses were performed: the first involved CC of immature metaphase I (MI) and mature metaphase II (MII) oocytes where 359 genes were differentially expressed, and the second involved the two GnRH analogues where no differentially expressed genes were observed at the entire transcriptome level. A further analysis of 359 differentially genes was performed, focusing on anti-Müllerian hormone receptor 2 (AMHR2), follicle stimulating hormone receptor (FSHR), vascular endothelial growth factor C (VEGFC) and serine protease inhibitor E2 (SERPINE2). Among other differentially expressed genes we observed a marked number of new genes connected to cell adhesion and neurotransmitters such as dopamine, glycine and γ-Aminobutyric acid (GABA). No differential expression in CC between the two GnRH analogues supports the findings of clinical studies where no significant difference in live birth rates between both GnRH analogues has been proven.


Assuntos
Diferenciação Celular/efeitos dos fármacos , Células do Cúmulo/metabolismo , Perfilação da Expressão Gênica , Hormônio Liberador de Gonadotropina/farmacologia , Oócitos/patologia , Síndrome de Hiperestimulação Ovariana/genética , Síndrome de Hiperestimulação Ovariana/patologia , Adulto , Células do Cúmulo/efeitos dos fármacos , Células do Cúmulo/patologia , Regulação para Baixo/efeitos dos fármacos , Feminino , Hormônio Foliculoestimulante/genética , Hormônio Foliculoestimulante/metabolismo , Redes Reguladoras de Genes/efeitos dos fármacos , Hormônio Liberador de Gonadotropina/agonistas , Hormônio Liberador de Gonadotropina/antagonistas & inibidores , Humanos , Hormônio Luteinizante/genética , Hormônio Luteinizante/metabolismo , Análise de Sequência com Séries de Oligonucleotídeos , Oócitos/efeitos dos fármacos , Oócitos/metabolismo , Reação em Cadeia da Polimerase , Reprodutibilidade dos Testes , Regulação para Cima/efeitos dos fármacos
17.
PLoS One ; 7(2): e31798, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-22384077

RESUMO

The essential role of the Crem gene in normal sperm development is widely accepted and is confirmed by azoospermia in male mice lacking the Crem gene. The exact number of genes affected by Crem absence is not known, however a large difference has been observed recently between the estimated number of differentially expressed genes found in Crem knock-out (KO) mice compared to the number of gene loci bound by CREM. We therefore re-examined global gene expression in male mice lacking the Crem gene using whole genome transcriptome analysis with Affymetrix microarrays and compared the lists of differentially expressed genes from Crem-/- mice to a dataset of genes where binding of CREM was determined by Chip-seq. We determined the global effect of CREM on spermatogenesis as well as distinguished between primary and secondary effects of the CREM absence. We demonstrated that the absence of Crem deregulates over 4700 genes in KO testis. Among them are 101 genes associated with spermatogenesis 41 of which are bound by CREM and are deregulated in Crem KO testis. Absence of several of these genes in mouse models has proven their importance for normal spermatogenesis and male fertility. Our study showed that the absence of Crem plays a more important role on different aspects of spermatogenesis as estimated previously, with its impact ranging from apoptosis induction to deregulation of major circadian clock genes, steroidogenesis and the cell-cell junction dynamics. Several new genes important for normal spermatogenesis and fertility are down-regulated in KO testis and are therefore possible novel targets of CREM.


Assuntos
Modulador de Elemento de Resposta do AMP Cíclico/fisiologia , Regulação da Expressão Gênica , Testículo/metabolismo , Animais , Apoptose , Transporte Biológico , Modulador de Elemento de Resposta do AMP Cíclico/biossíntese , Fertilização , Perfilação da Expressão Gênica , Homozigoto , Masculino , Melatonina/metabolismo , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Knockout , Análise de Sequência com Séries de Oligonucleotídeos , Reação em Cadeia da Polimerase/métodos , Espermátides/metabolismo , Espermatogênese , Espermatozoides/metabolismo
18.
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
19.
Mol Nutr Food Res ; 55(9): 1411-22, 2011 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-21812109

RESUMO

SCOPE: Aldehydes are ubiquitous natural constituents of foods, water and beverages. Dietary intake represents the greatest source of exposure to acrolein and related aldehydes. Oral acrolein induces dyslipidemia acutely and chronically increases atherosclerosis in mice, yet the mechanisms are unknown. Because lipid synthesis and trafficking are largely under hepatic control, we examined hepatic genes in murine models of acute and chronic oral acrolein exposure. METHODS AND RESULTS: Changes in hepatic gene expression were examined using a Steroltalk microarray. Acute acrolein feeding modified plasma and hepatic proteins and increased plasma triglycerides within 15 min. By 6 h, acrolein altered hepatic gene expression including Insig1, Insig2 and Hmgcr genes and stimulated an acute-phase response (APR) with up-regulation of serum amyloid A genes (Saa) and systemic hypoalbuminemia. To test if decreased HMG-CoA reductase activity could modify acrolein-induced dyslipidemia or the APR, mice were pretreated with simvastatin. Statin treatment, however, did not alter acrolein-induced dyslipidemia or hypoalbuminemia associated with an APR. Few hepatic genes were dysregulated by chronic acrolein feeding in apoE-null mice. These studies confirmed that acute acrolein exposure altered expression of hepatic genes involved with lipid synthesis and trafficking and APR, and thus, indicated a hepatic locus of acrolein-induced dyslipidemia and APR that was independent of HMG CoA-reductase. CONCLUSION: Dietary intake of acrolein could contribute to cardiovascular disease risk by disturbing hepatic function.


Assuntos
Acroleína/toxicidade , Reação de Fase Aguda/genética , Dislipidemias/induzido quimicamente , Hidroximetilglutaril-CoA Redutases/metabolismo , Animais , Apolipoproteínas E/genética , Colesterol/metabolismo , Dislipidemias/enzimologia , Regulação da Expressão Gênica/efeitos dos fármacos , Hidroximetilglutaril-CoA Redutases/genética , Fígado/efeitos dos fármacos , Fígado/metabolismo , Masculino , Proteínas de Membrana/genética , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Mutantes , Proteína Amiloide A Sérica/metabolismo , Sinvastatina/farmacologia , Testes de Toxicidade Aguda , Testes de Toxicidade Crônica , Triglicerídeos/sangue , Xenobióticos/metabolismo
20.
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
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