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1.
Cell Mol Gastroenterol Hepatol ; 13(6): 1701-1716, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35219894

RESUMO

BACKGROUND & AIMS: Liver fibrosis arises from long-term chronic liver injury, accompanied by an accelerated wound healing response with interstitial accumulation of extracellular matrix (ECM). Activated hepatic stellate cells (HSC) are the main source for ECM production. MicroRNA29a (miR-29a) is a crucial antifibrotic miRNA that is repressed during fibrosis, resulting in up-regulation of collagen synthesis. METHODS: Intracellular and extracellular miRNA levels of primary and immortalized myofibroblastic HSC in response to profibrogenic stimulation by transforming growth factor ß (TGFß) or platelet-derived growth factor-BB (PDGF-BB) or upon inhibition of vesicular transport and autophagy processes were determined by quantitative polymerase chain reaction. Autophagy flux was studied by electron microscopy, flow cytometry, immunoblotting, and immunocytochemistry. Hepatic and serum miR-29a levels were quantified by using both liver tissue and serum samples from a cohort of chronic hepatitis C virus patients and a murine CCl4 induced liver fibrosis model. RESULTS: In our study, we show that TGFß and PDGF-BB resulted in decrease of intracellular miR-29a and a pronounced increase of vesicular miR-29a release into the supernatant. Strikingly, miR-29a vesicular release was accompanied by enhanced autophagic activity and up-regulation of the autophagy marker protein LC3. Moreover, autophagy inhibition strongly prevented miR-29a secretion and repressed its targets' expression such as Col1A1. Consistently, hepatic miR-29a loss and increased LC3 expression in myofibroblastic HSC were associated with increased serum miR-29a levels in CCl4-treated murine liver fibrosis and specimens of hepatitis C virus patients with chronic liver disease. CONCLUSIONS: We provide evidence that activation-associated autophagy in HSC induces release of miR-29a, whereas inhibition of autophagy represses fibrogenic gene expression in part through attenuated miR-29a secretion.


Assuntos
Hepatite C Crônica , MicroRNAs/genética , Animais , Autofagia , Becaplermina/metabolismo , Células Estreladas do Fígado/patologia , Hepatite C Crônica/metabolismo , Hepatite C Crônica/patologia , Humanos , Cirrose Hepática/patologia , Camundongos , MicroRNAs/metabolismo , Fator de Crescimento Transformador beta/metabolismo
2.
Hepatology ; 61(1): 46-55, 2015 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-25125218

RESUMO

UNLABELLED: Human immunodeficiency virus (HIV) and hepatitis virus coinfection amplify and accelerate hepatic injury. MicroRNAs (miRNAs) are small regulatory RNAs suggested as biomarkers for liver injury. We analyzed the circulating levels of miRNAs in HIV patients with regard to the extent and etiology of liver injury. Total RNA was extracted from 335 serum samples of HIV patients and 22 healthy control participants using Qiazol. Comprehensive polymerase chain reaction (PCR) array analyses (768 miRNA) were performed in serum samples of eight HIV, eight HIV/HCV (hepatitis C virus), six HCV patients, and three healthy controls. Reverse transcription (RT)-PCR measured levels of miRNA-122, miRNA-22, and miRNA-34a in serum samples of 335 patients and 19 healthy control participants. Liver injury and fibrosis in these patients were defined using aspartate aminotransferase (AST) levels, fibrosis-4 (FIB-4) index and AST-to-platelet ratio index (APRI) score. The miRNA pattern of HIV/HCV samples showed altered expression of 57 and 33 miRNA compared to HCV and HIV infection, respectively. miRNA-122, miRNA-22, and miRNA-34a were highly up-regulated in HIV/HCV patients. Analyzing the entire cohort, these miRNAs were correlated with liver function tests and were independent predictors of liver injury (AST >2 × ULN). miRNA-122 and miRNA-22 were associated with relevant fibrosis (FIB-4 >1.45; APRI >1). Circulating levels of miRNA-122 were independent predictors for relevant fibrosis in HIV patients. Interestingly, miRNA-122 and miRNA-34a levels were higher in HIV/HCV patients, miRNA-22 levels were highest in HIV/HBV patients, and circulating levels of miRNA-34a correlated positively with illicit drug use and ethanol consumption. CONCLUSION: Circulating miRNA-122, miRNA-22, and miRNA-34a correlates with the etiology of liver injury in HIV patients. These biomarkers not only mirror different mechanisms of hepatic injury, but also are independent predictors of liver injury in HIV patients.


Assuntos
Infecções por HIV/complicações , Insuficiência Hepática/sangue , Hepatite Viral Humana/complicações , Cirrose Hepática/sangue , MicroRNAs/sangue , Adulto , Idoso , Idoso de 80 Anos ou mais , Consumo de Bebidas Alcoólicas/sangue , Biomarcadores/sangue , Estudos de Casos e Controles , Coinfecção/sangue , Feminino , Infecções por HIV/sangue , Voluntários Saudáveis , Insuficiência Hepática/diagnóstico , Insuficiência Hepática/virologia , Hepatite Viral Humana/sangue , Hepatite Viral Humana/virologia , Humanos , Cirrose Hepática/diagnóstico , Cirrose Hepática/virologia , Masculino , Pessoa de Meia-Idade , Análise Multivariada , Adulto Jovem
3.
Biochim Biophys Acta ; 1833(5): 1190-8, 2013 May.
Artigo em Inglês | MEDLINE | ID: mdl-23391410

RESUMO

Hepatocellular carcinoma (HCC) is one of the leading causes of cancer deaths, worldwide. MicroRNAs, inhibiting gene expression by targeting various transcripts, are involved in genomic dysregulation during hepatocellular tumorigenesis. In previous studies, microRNA-198 (miR-198) was shown to be significantly downregulated in HCV-positive hepatocellular carcinoma (HCC). Herein, the function of miR-198 in hepatocellular carcinoma cell growth and gene expression was studied. In hepatoma cell-types with low levels of liver-specific transcription factor HNF1α indicating a low differentiation grade, miR-198 expression was most downregulated. However, miR-198 treatment did not restore the expression of the liver-specific transcription factors HNF1α or HNF4α. Importantly, overexpression of miR-198 in Pop10 hepatoma cells markedly reduced cell growth. In agreement, comprehensive gene expression profiling by microarray hybridisation and real-time quantification revealed that central signal transducers of proliferation pathways were downregulated by miR-198. In contrast, genes mediating cellular adherence were highly upregulated by miR-198. Thus, the low expression of E-cadherin and claudin-1, involved in cell adhesion and cell-cell contacts, was abolished in hepatoma cells after miR-198 overexpression. This definite induction of both proteins by miR-198 was shown to be accompanied by a significantly impaired migration activity of hepatoma Pop10 cells. In conclusion, miR-198 acts as a tumor suppressor by repression of mitogenic and motogenic pathways diminishing cell growth and migration.


Assuntos
Carcinoma Hepatocelular , Transformação Celular Neoplásica , Regulação Neoplásica da Expressão Gênica , MicroRNAs , Caderinas/metabolismo , Carcinoma Hepatocelular/genética , Carcinoma Hepatocelular/metabolismo , Linhagem Celular Tumoral , Movimento Celular , Proliferação de Células , Claudina-1/metabolismo , Fator 1-alfa Nuclear de Hepatócito/metabolismo , Fator 4 Nuclear de Hepatócito/metabolismo , Humanos , MicroRNAs/genética , MicroRNAs/metabolismo
4.
Methods Mol Biol ; 919: 287-96, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-22976109

RESUMO

Microsatellites are short repetitive sequences of two, three, or four bases, prone to base mispairing. Microsatellite instability (MSI) occurs frequently in various types of cancer due to a defective DNA mismatch repair system. Therefore, MSI analysis is an important tool in clinical research and molecular diagnostics. Mostly, polyacrylamide gel electrophoresis or capillary electrophoresis of labeled microsatellite sequences is used for the detection of MSI. Here we present a microfluidic-based electrophoresis technology for MSI analyses. Defined loci of microsatellites were PCR amplified and amplicons were analyzed by microfluidic-based electrophoresis. The electropherogram profiles of tumor and non-tumor derived DNA clearly revealed an individual pattern identifying differences in tumor-associated microsatellites. Detection of MSI by microfluidics turned out to be a simple and efficient procedure but less laborious than conventional approaches. Thus, the chip-based microfluidic electrophoresis is a simple, reliable, and robust technology for MSI detection, which allows label-free analyses of microsatellite amplicons within 30 min.


Assuntos
Eletroforese Capilar/métodos , Microfluídica/métodos , Instabilidade de Microssatélites , Sequência de Bases , DNA de Neoplasias/genética , DNA de Neoplasias/isolamento & purificação , Interpretação Estatística de Dados , Humanos , Repetições de Microssatélites/genética , Neoplasias/genética , Reação em Cadeia da Polimerase
5.
J Hepatol ; 58(2): 335-41, 2013 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-23041308

RESUMO

BACKGROUND & AIMS: After myofibroblastic transdifferentiation, hepatic stellate cells (HSC), mainly involved in liver fibrosis by extracellular matrix production, exhibit an altered growth factor profile including increased expression of neuronal mediators. Here, we analyzed putative targets of neuronal microRNAs miR-9, miR-125b, and miR-128 by deep sequencing of the transcript population, interacting with the miRNA/Argonaute 2 (Ago2) complex in myofibroblastic HSC. METHODS: MicroRNA expression was quantified by real-time PCR in primary HSC, isolated from the rat or human liver. Myofibroblastic HSC were transfected either with mimics or inhibitors of miR-9, miR-125b, and miR-128. RNA from immunoprecipitated Ago2-miRNA/transcript complexes was purified and used for next generation sequencing. Additionally, gene expression was investigated in quiescent and activated primary HSC, treated with the miR-128 mimic or inhibitor, by microarray analysis. RESULTS: During myofibroblastic transdifferentiation of HSC, miR-9, miR-125b, and miR-128 expression was markedly increased. Transcriptome analysis of Ago2 bound mRNA by deep sequencing identified a broad spectrum of transcripts that interact with neuronal miRNAs in myofibroblastic HSC. In particular, in HSC overexpressing miR-128, many members of the chemokine family were bound to the Ago2 repression complex. Furthermore, a comprehensive profiling of gene expression demonstrates the high impact of neuronal miRNAs on the chemokine network. CONCLUSIONS: Ago2 immunoprecipitation followed by deep sequencing is a useful tool to identify novel miRNA targets. Upregulation of neuronal miR-9, miR-125b, and miR-128 during myofibroblastic transition and the identified interaction with a wide range of chemokines and chemokine receptors suggest a prominent role of neuronal miRNAs in the inflammatory response of HSC during fibrosis.


Assuntos
Proteínas Argonautas/genética , Proteínas Argonautas/metabolismo , Quimiocinas/metabolismo , Células Estreladas do Fígado/metabolismo , MicroRNAs/metabolismo , Neurônios/metabolismo , Transcriptoma/genética , Animais , Diferenciação Celular , Células Cultivadas , Modelos Animais de Doenças , Células Estreladas do Fígado/patologia , Humanos , Imunoprecipitação , Cirrose Hepática/metabolismo , Cirrose Hepática/patologia , Miofibroblastos/metabolismo , Miofibroblastos/patologia , Ratos , Regulação para Cima
6.
J Hepatol ; 58(2): 234-9, 2013 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-23085648

RESUMO

BACKGROUND & AIMS: The progression of liver fibrosis in patients with chronic hepatitis C (CHC) is important to decide on the treatment of the virus. As liver biopsy and liver stiffness measurement for staging of fibrosis present limitations, circulating levels of miR-122 have been suggested as a novel biomarker to predict the extent of liver injury. We evaluated the potential of miR-122 as an indicator of fibrosis progression in CHC infection and performed, for the first time, a comprehensive analysis of hepatic and circulating miR-122 levels in patients with CHC. METHODS: Patients with well-documented CHC infection were selected from the database of HepNet, the German-Competence-Network on Viral Hepatitis. All patients underwent blood sampling and liver biopsy with grading of inflammation and staging of fibrosis. RNA was extracted from 84 liver biopsies and 164 serum samples of CHC patients. miR-122 levels in liver and serum samples were quantified by real-time PCR normalized to RNU6 or spiked-in RNA, respectively. RESULTS: Hepatic levels of miR-122 decreased significantly with the severity of fibrosis (p = 0.001). In addition, circulating miR-122 levels correlated negatively with increasing stages of fibrosis, although the inverse correlation was moderate due to a two-phase miR-122 pattern during fibrosis progression. Thus, circulating miR-122 levels decreased in patients with severe fibrosis (F3, F4), while at early stages with distinct fibrotic structures (F2) and high inflammatory activity, miR-122 serum levels were elevated. CONCLUSIONS: We conclude that during progression of fibrosis less miR-122 is released into the blood stream due to the loss of liver cells and the decrease of hepatic miR-122 levels. Although the release of circulating miR-122 possibly mirrors acute liver injury, in chronic liver disease and fibrosis, the loss of liver cells and the decreased hepatocellular miR-122 expression render miR-122 an inappropriate marker, when exclusively used for interpretation of fibrosis progression.


Assuntos
Hepatite C Crônica/complicações , Hepatite C Crônica/metabolismo , Cirrose Hepática/etiologia , Cirrose Hepática/metabolismo , Fígado/metabolismo , MicroRNAs/metabolismo , Biomarcadores/metabolismo , Biópsia , Progressão da Doença , Feminino , Genótipo , Hepacivirus/genética , Humanos , Fígado/patologia , Masculino , Índice de Gravidade de Doença
7.
Front Physiol ; 3: 476, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-23267332

RESUMO

Acute liver failure as life threatening condition comprises a difficult diagnostic situation to evaluate potential outcomes and therapeutic options. Thus, prognostic indicators are urgently needed for evaluation of progression of liver injury, clinical outcome, prognosis, and for therapeutic response. Recently, circulating microRNA, in particular miR-122, was described as a potential biomarker of acute liver injury after intoxication of mice. Circulating microRNA (miRNA) molecules are very stable and RNase-resistant due to protein aggregation and vesicle enclosure. Since miRNA species are known to be associated with chronic liver damage or with liver cancer, circulating miRNA patterns are suggested to serve also as reporters for progression of acute liver failure. miRNA profiling analyses using PCR arrays or next generation sequencing, may achieve identification of miRNA species that are linked to the rapid progression of acute liver injury, to the outcome of liver failure, or to the therapeutic response. Therefore, circulating miRNAs are promising, non-invasive biomarkers of future diagnostic approaches. However, normalisation of circulating miRNA levels is essential and further standardisation of miRNA quantification assays is needed.

8.
Lab Invest ; 92(7): 978-87, 2012 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-22565577

RESUMO

MicroRNAs are short noncoding, endogenous RNA species that posttranscriptionally inhibit gene expression by targeting the untranslated region (UTR) of mRNAs. Recently, it was shown that miR-29 inhibits expression of extracellular matrix proteins such as collagens, suggesting an antifibrotic function of miR-29. In the present study, we now investigated the role of miR-29 in profibrogenic growth factor expression as a further central mechanism of fibrosis. Screening of databases revealed putative miR-29 target sequences in the mRNA of platelet-derived growth factor (PDGF)-B, PDGF-B receptor, PDGF-C, vascular endothelial growth factor-A, and insulin-like growth factor (IGF)-I. To analyze miR-29 interaction with the predicted binding sites, we cloned the 3'-UTR sequences of the putative targets in fusion to the luciferase-reporter coding sequence. Functional miR-29 binding to PDGF-C and IGF-I mRNA sequences, but not to the corresponding mutants, was then proven by reporter assays. Hepatic stellate cells (HSC) that transdifferentiate into myofibroblasts, producing extracellular matrix proteins and profibrogenic growth factors, for example, the members of the PDGF family, are crucial for liver fibrosis. Myofibroblastic transition of primary HSC resulted in the loss of miR-29, but in a significant increase of PDGF-C and IGF-I. Compensation of reduced miR-29 levels by miR-29 overexpression in myofibroblastic HSC was followed by a definitive repression of IGF-I and PDGF-C synthesis. After experimental fibrosis, induced by bile-duct occlusion, miR-29 expression was shown to be reduced, but IGF-I and PDGF-C expression was upregulated, correlating inversely to the miR-29 pattern. Thus, we conclude that miR-29, downregulated during fibrosis, acts as an antifibrogenic mediator not only by targeting collagen biosynthesis, but also by interfering with profibrogenic cell communication via PDGF-C and IGF-I.


Assuntos
Células Estreladas do Fígado/metabolismo , Fator de Crescimento Insulin-Like I/metabolismo , Linfocinas/metabolismo , MicroRNAs/metabolismo , Fator de Crescimento Derivado de Plaquetas/metabolismo , Regiões 3' não Traduzidas , Animais , Sequência de Bases , Comunicação Celular , Diferenciação Celular , Células Cultivadas , Expressão Gênica , Células Estreladas do Fígado/patologia , Fator de Crescimento Insulin-Like I/genética , Cirrose Hepática Experimental/genética , Cirrose Hepática Experimental/metabolismo , Cirrose Hepática Experimental/patologia , Cirrose Hepática Experimental/prevenção & controle , Linfocinas/genética , MicroRNAs/genética , Miofibroblastos/metabolismo , Miofibroblastos/patologia , Fator de Crescimento Derivado de Plaquetas/genética , Processamento Pós-Transcricional do RNA , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , Ratos , Ratos Wistar , Fator A de Crescimento do Endotélio Vascular/genética , Fator A de Crescimento do Endotélio Vascular/metabolismo
9.
Front Physiol ; 3: 49, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-22457651

RESUMO

MicroRNA (miRNA) are small non-coding RNA molecules that posttranscriptionally effect mRNA stability and translation by targeting the 3'-untranslated region (3'-UTR) of various transcripts. Thus, dysregulation of miRNA affects a wide range of cellular processes such as cell proliferation and differentiation involved in organ remodeling processes. Divergent miRNA patterns were observed during chronic liver diseases of various etiologies. Chronic liver diseases result in uncontrolled scar formation ending up in liver fibrosis or even cirrhosis. Since it has been shown that miR-29 dysregulation is involved in synthesis of extracellular matrix proteins, miR-29 is of special interest. The importance of miR-29 in hepatic collagen homeostasis is underlined by in vivo data showing that experimental severe fibrosis is associated with a prominent miR-29 decrease. The loss of miR-29 is due to the response of hepatic stellate cells to exposure to the profibrogenic mediators TGF-ß and PDGF-BB. Several putative binding sites for the Smad proteins and the Ap1 complex are located in the miR-29 promoter, which are suggested to mediate miR-29 decrease in fibrosis. Other miRNA are highly increased after profibrogenic stimulation, such as miR-21. miR-21 is transcriptionally upregulated in response to Smad-3 rather than Smad-2 activation after TGF-ß stimulation. In addition, TGF-ß promotes miR-21 expression by formation of a microprocessor complex containing Smad proteins. Elevated miR-21 may then act as a profibrogenic miRNA by its repression of the TGF-ß inhibitory Smad-7 protein.

10.
PLoS One ; 7(3): e32999, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-22412969

RESUMO

BACKGROUND AND AIMS: Micro-RNAs (miRNAs) have recently emerged as crucial modulators of molecular processes involved in chronic liver diseases. The few miRNAs with previously proposed roles in liver cirrhosis were identified in screening approaches on liver parenchyma, mostly in rodent models. Therefore, in the present study we performed a systematic screening approach in order to identify miRNAs with altered levels in the serum of patients with chronic liver disease and liver cirrhosis. METHODS: We performed a systematic, array-based miRNA expression analysis on serum samples from patients with liver cirrhosis. In functional experiments we evaluated the relationship between alterations of miRNA serum levels and their role in distinct cellular compartments involved in hepatic cirrhosis. RESULTS: The array analysis and the subsequent confirmation by qPCR in a larger patient cohort identified significant alterations in serum levels of miR-513-3p, miR-571 and miR-652, three previously uncharacterized miRNAs, in patients with alcoholic or hepatitis C induced liver cirrhosis. Of these, miR-571 serum levels closely correlated with disease stages, thus revealing potential as a novel biomarker for hepatic cirrhosis. Further analysis revealed that up-regulation of miR-571 in serum reflected a concordant regulation in cirrhotic liver tissue. In isolated primary human liver cells, miR-571 was up-regulated in human hepatocytes and hepatic stellate cells in response to the pro-fibrogenic cytokine TGF-ß. In contrast, alterations in serum levels of miR-652 were stage-independent, reflecting a concordant down-regulation of this miRNA in circulating monocytes of patients with liver cirrhosis, which was inducible by proinflammatory stimuli like bacterial lipopolysaccharide. CONCLUSION: Alterations of miR571 and miR-652 serum levels in patients with chronic liver disease reflect their putative roles in the mediation of fibrogenic and inflammatory processes in distinct cellular compartments involved in the pathogenesis of liver cirrhosis.


Assuntos
Cirrose Hepática/sangue , Cirrose Hepática/genética , MicroRNAs/sangue , Adulto , Idoso , Idoso de 80 Anos ou mais , Análise por Conglomerados , Progressão da Doença , Feminino , Fibrose/genética , Perfilação da Expressão Gênica , Células-Tronco Hematopoéticas/metabolismo , Humanos , Inflamação/genética , Espaço Intracelular/metabolismo , Cirrose Hepática/etiologia , Masculino , Pessoa de Meia-Idade , Monócitos/metabolismo , Transdução de Sinais , Adulto Jovem
11.
PLoS One ; 6(9): e24568, 2011.
Artigo em Inglês | MEDLINE | ID: mdl-21931759

RESUMO

BACKGROUND: In chronic liver disease, hepatic stellate cells (HSC) transdifferentiate into myofibroblasts, promoting extracellular matrix (ECM) synthesis and deposition. Stimulation of HSC by transforming growth factor-ß (TGF-ß) is a crucial event in liver fibrogenesis due to its impact on myofibroblastic transition and ECM induction. In contrast, hepatocyte growth factor (HGF), exerts antifibrotic activities. Recently, miR-29 has been reported to be involved in ECM synthesis. We therefore studied the influence of HGF and TGF-ß on the miR-29 collagen axis in HSC. METHODOLOGY: HSC, isolated from rats, were characterized for HGF and Met receptor expression by Real-Time PCR and Western blotting during culture induced myofibroblastic transition. Then, the levels of TGF-ß, HGF, collagen-I and -IV mRNA, in addition to miR-29a and miR-29b were determined after HGF and TGF-ß stimulation of HSC or after experimental fibrosis induced by bile-duct obstruction in rats. The interaction of miR-29 with 3'-untranslated mRNA regions (UTR) was analyzed by reporter assays. The repressive effect of miR-29 on collagen synthesis was studied in HSC treated with miR-29-mimicks by Real-Time PCR and immunoblotting. PRINCIPAL FINDINGS: The 3'-UTR of the collagen-1 and -4 subtypes were identified to bind miR-29. Hence, miR-29a/b overexpression in HSC resulted in a marked reduction of collagen-I and -IV synthesis. Conversely, a decrease in miR-29 levels is observed during collagen accumulation upon experimental fibrosis, in vivo, and after TGF-ß stimulation of HSC, in vitro. Finally, we show that during myofibroblastic transition and TGF-ß exposure the HGF-receptor, Met, is upregulated in HSC. Thus, whereas TGF-ß stimulation leads to a reduction in miR-29 expression and de-repression of collagen synthesis, stimulation with HGF was definitely associated with highly elevated miR-29 levels and markedly repressed collagen-I and -IV synthesis. CONCLUSIONS: Upregulation of miRNA-29 by HGF and downregulation by TGF-ß take part in the anti- or profibrogenic response of HSC, respectively.


Assuntos
Colágeno Tipo IV/metabolismo , Colágeno Tipo I/metabolismo , Células Estreladas do Fígado/citologia , Fator de Crescimento de Hepatócito/metabolismo , MicroRNAs/metabolismo , Regiões 3' não Traduzidas , Animais , Ductos Biliares/patologia , Diferenciação Celular , Biologia Computacional/métodos , Matriz Extracelular/metabolismo , Fibroblastos/metabolismo , Fibrose/patologia , Masculino , Proteínas Proto-Oncogênicas c-met/metabolismo , RNA Mensageiro/metabolismo , Ratos , Fator de Crescimento Transformador beta/metabolismo
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