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1.
Mol Syst Biol ; 12(2): 857, 2016 Feb 16.
Artículo en Inglés | MEDLINE | ID: mdl-26883383

RESUMEN

To decrypt the regulatory code of the genome, sequence elements must be defined that determine the kinetics of RNA metabolism and thus gene expression. Here, we attempt such decryption in an eukaryotic model organism, the fission yeast S. pombe. We first derive an improved genome annotation that redefines borders of 36% of expressed mRNAs and adds 487 non-coding RNAs (ncRNAs). We then combine RNA labeling in vivo with mathematical modeling to obtain rates of RNA synthesis and degradation for 5,484 expressed RNAs and splicing rates for 4,958 introns. We identify functional sequence elements in DNA and RNA that control RNA metabolic rates and quantify the contributions of individual nucleotides to RNA synthesis, splicing, and degradation. Our approach reveals distinct kinetics of mRNA and ncRNA metabolism, separates antisense regulation by transcription interference from RNA interference, and provides a general tool for studying the regulatory code of genomes.


Asunto(s)
Regulación Fúngica de la Expresión Génica , Genoma Fúngico , ARN de Hongos/genética , ARN Mensajero/genética , Schizosaccharomyces/genética , Intrones , Interferencia de ARN , Empalme del ARN , ARN sin Sentido/genética , Análisis de Secuencia de ARN , Transcripción Genética
2.
Nat Med ; 20(11): 1340-1347, 2014 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-25326799

RESUMEN

Genetically engineered mouse models (GEMMs) have dramatically improved our understanding of tumor evolution and therapeutic resistance. However, sequential genetic manipulation of gene expression and targeting of the host is almost impossible using conventional Cre-loxP-based models. We have developed an inducible dual-recombinase system by combining flippase-FRT (Flp-FRT) and Cre-loxP recombination technologies to improve GEMMs of pancreatic cancer. This enables investigation of multistep carcinogenesis, genetic manipulation of tumor subpopulations (such as cancer stem cells), selective targeting of the tumor microenvironment and genetic validation of therapeutic targets in autochthonous tumors on a genome-wide scale. As a proof of concept, we performed tumor cell-autonomous and nonautonomous targeting, recapitulated hallmarks of human multistep carcinogenesis, validated genetic therapy by 3-phosphoinositide-dependent protein kinase inactivation as well as cancer cell depletion and show that mast cells in the tumor microenvironment, which had been thought to be key oncogenic players, are dispensable for tumor formation.


Asunto(s)
Carcinoma Ductal Pancreático/patología , Ingeniería Genética/métodos , Terapia Molecular Dirigida , Medicina de Precisión/métodos , Recombinasas/metabolismo , Adenocarcinoma/metabolismo , Adenocarcinoma/patología , Animales , Carcinoma Ductal Pancreático/metabolismo , Linaje de la Célula , Femenino , Proteínas Fluorescentes Verdes/metabolismo , Masculino , Mastocitos/metabolismo , Mastocitos/patología , Ratones , Modelos Biológicos , Metástasis de la Neoplasia , Oncogenes , Páncreas/patología , Lesiones Precancerosas/metabolismo , Lesiones Precancerosas/patología , Proteínas Proto-Oncogénicas p21(ras)/metabolismo , Reproducibilidad de los Resultados , Especificidad de la Especie , Células del Estroma/metabolismo , Células del Estroma/patología , Tamoxifeno , Factores de Tiempo
3.
Mol Syst Biol ; 10: 717, 2014.
Artículo en Inglés | MEDLINE | ID: mdl-24489117

RESUMEN

During the cell cycle, the levels of hundreds of mRNAs change in a periodic manner, but how this is achieved by alterations in the rates of mRNA synthesis and degradation has not been studied systematically. Here, we used metabolic RNA labeling and comparative dynamic transcriptome analysis (cDTA) to derive mRNA synthesis and degradation rates every 5 min during three cell cycle periods of the yeast Saccharomyces cerevisiae. A novel statistical model identified 479 genes that show periodic changes in mRNA synthesis and generally also periodic changes in their mRNA degradation rates. Peaks of mRNA degradation generally follow peaks of mRNA synthesis, resulting in sharp and high peaks of mRNA levels at defined times during the cell cycle. Whereas the timing of mRNA synthesis is set by upstream DNA motifs and their associated transcription factors (TFs), the synthesis rate of a periodically expressed gene is apparently set by its core promoter.


Asunto(s)
Perfilación de la Expresión Génica , Genes cdc , Estabilidad del ARN/genética , ARN Mensajero/biosíntesis , Ciclo Celular/genética , Regulación Fúngica de la Expresión Génica , Genoma Fúngico , Regiones Promotoras Genéticas , Saccharomyces cerevisiae/genética , Saccharomyces cerevisiae/metabolismo , Factores de Transcripción/biosíntesis , Factores de Transcripción/genética , Transcripción Genética
4.
Oncotarget ; 4(2): 277-88, 2013 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-23470560

RESUMEN

Pancreatic ductal adenocarcinoma (PDAC) remains a dismal disease with a poor prognosis and targeted therapies have failed in the clinic so far. Several evidences point to the phosphatidylinositol 3-kinase (PI3K)-mTOR pathway as a promising signaling node for targeted therapeutic intervention. Markers, which predict responsiveness of PDAC cells towards PI3K inhibitors are unknown. However, such markers are needed and critical to better stratify patients in clinical trials. We used a large murine Kras(G12D)- and PI3K (p110α(H1047R))-driven PDAC cell line platform to unbiased define modulators of responsiveness towards the dual PI3K-mTOR inhibitor Bez235. In contrast to other tumor models, we show that Kras(G12D)- and PI3K (p110α(H1047R))-driven PDAC cell lines are equally sensitive towards Bez235. In an unbiased approach we found that the extracellular matrix protein Efemp1 controls sensitivity of murine PDAC cells towards Bez235. We show that Efemp1 expression is connected to the cyclin-dependent kinase inhibitor p27(Kip1). In a murine Kras(G12D)-driven PDAC model, p27(Kip1) haploinsufficiency accelerates cancer development in vivo. Furthermore, p27(Kip1) controls Bez235 sensitivity in a gene dose-dependent fashion in murine PDAC cells and lowering of p27(Kip1) decreases Bez235 responsiveness in murine PDAC models. Together, we define the Efemp1-p27(Kip1) axis as a potential marker module of PDAC cell sensitivity towards dual PI3K-mTOR inhibitors, which might help to better stratify patients in clinical trials.


Asunto(s)
Carcinoma Ductal Pancreático/tratamiento farmacológico , Inhibidor p27 de las Quinasas Dependientes de la Ciclina/metabolismo , Proteínas de la Matriz Extracelular/metabolismo , Neoplasias Pancreáticas/tratamiento farmacológico , Inhibidores de Proteínas Quinasas/farmacología , Serina-Treonina Quinasas TOR/antagonistas & inhibidores , Animales , Carcinoma Ductal Pancreático/metabolismo , Carcinoma Ductal Pancreático/patología , Procesos de Crecimiento Celular/efectos de los fármacos , Línea Celular Tumoral , Modelos Animales de Enfermedad , Humanos , Ratones , Ratones Noqueados , Neoplasias Pancreáticas/metabolismo , Neoplasias Pancreáticas/patología , Fosfatidilinositol 3-Quinasa/metabolismo , Transducción de Señal , Serina-Treonina Quinasas TOR/metabolismo , Transfección , Ensayos Antitumor por Modelo de Xenoinjerto
5.
Proc Natl Acad Sci U S A ; 108(24): 9945-50, 2011 Jun 14.
Artículo en Inglés | MEDLINE | ID: mdl-21628592

RESUMEN

Pancreatic ductal adenocarcinoma (PDAC) is a fatal disease with poor patient outcome often resulting from late diagnosis in advanced stages. To date methods to diagnose early-stage PDAC are limited and in vivo detection of pancreatic intraepithelial neoplasia (PanIN), a preinvasive precursor of PDAC, is impossible. Using a cathepsin-activatable near-infrared probe in combination with flexible confocal fluorescence lasermicroscopy (CFL) in a genetically defined mouse model of PDAC we were able to detect and grade murine PanIN lesions in real time in vivo. Our diagnostic approach is highly sensitive and specific and proved superior to clinically established fluorescein-enhanced imaging. Translation of this endoscopic technique into the clinic should tremendously improve detection of pancreatic neoplasia, thus reforming management of patients at risk for PDAC.


Asunto(s)
Carcinoma Ductal Pancreático/diagnóstico , Imagen Molecular/métodos , Neoplasias Pancreáticas/diagnóstico , Lesiones Precancerosas/diagnóstico , Animales , Carcinoma Ductal Pancreático/genética , Carcinoma Ductal Pancreático/metabolismo , Catepsinas/genética , Catepsinas/metabolismo , Femenino , Colorantes Fluorescentes/metabolismo , Perfilación de la Expresión Génica , Humanos , Inmunohistoquímica , Masculino , Ratones , Microscopía Confocal , Microscopía Fluorescente , Estadificación de Neoplasias , Análisis de Secuencia por Matrices de Oligonucleótidos , Neoplasias Pancreáticas/genética , Neoplasias Pancreáticas/metabolismo , Lesiones Precancerosas/genética , Lesiones Precancerosas/metabolismo , Reproducibilidad de los Resultados , Sensibilidad y Especificidad
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