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1.
Mol Syst Biol ; 12(2): 857, 2016 Feb 16.
Artigo em Inglês | MEDLINE | ID: mdl-26883383

RESUMO

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.


Assuntos
Regulação Fúngica da Expressão Gênica , Genoma Fúngico , RNA Fúngico/genética , RNA Mensageiro/genética , Schizosaccharomyces/genética , Íntrons , Interferência de RNA , Splicing de RNA , RNA Antissenso/genética , Análise de Sequência de RNA , Transcrição Gênica
2.
Nat Med ; 20(11): 1340-1347, 2014 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-25326799

RESUMO

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.


Assuntos
Carcinoma Ductal Pancreático/patologia , Engenharia Genética/métodos , Terapia de Alvo Molecular , Medicina de Precisão/métodos , Recombinases/metabolismo , Adenocarcinoma/metabolismo , Adenocarcinoma/patologia , Animais , Carcinoma Ductal Pancreático/metabolismo , Linhagem da Célula , Feminino , Proteínas de Fluorescência Verde/metabolismo , Masculino , Mastócitos/metabolismo , Mastócitos/patologia , Camundongos , Modelos Biológicos , Metástase Neoplásica , Oncogenes , Pâncreas/patologia , Lesões Pré-Cancerosas/metabolismo , Lesões Pré-Cancerosas/patologia , Proteínas Proto-Oncogênicas p21(ras)/metabolismo , Reprodutibilidade dos Testes , Especificidade da Espécie , Células Estromais/metabolismo , Células Estromais/patologia , Tamoxifeno , Fatores de Tempo
3.
Mol Syst Biol ; 10: 717, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-24489117

RESUMO

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.


Assuntos
Perfilação da Expressão Gênica , Genes cdc , Estabilidade de RNA/genética , RNA Mensageiro/biossíntese , Ciclo Celular/genética , Regulação Fúngica da Expressão Gênica , Genoma Fúngico , Regiões Promotoras Genéticas , Saccharomyces cerevisiae/genética , Saccharomyces cerevisiae/metabolismo , Fatores de Transcrição/biossíntese , Fatores de Transcrição/genética , Transcrição Gênica
4.
Oncotarget ; 4(2): 277-88, 2013 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-23470560

RESUMO

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.


Assuntos
Carcinoma Ductal Pancreático/tratamento farmacológico , Inibidor de Quinase Dependente de Ciclina p27/metabolismo , Proteínas da Matriz Extracelular/metabolismo , Neoplasias Pancreáticas/tratamento farmacológico , Inibidores de Proteínas Quinases/farmacologia , Serina-Treonina Quinases TOR/antagonistas & inibidores , Animais , Carcinoma Ductal Pancreático/metabolismo , Carcinoma Ductal Pancreático/patologia , Processos de Crescimento Celular/efeitos dos fármacos , Linhagem Celular Tumoral , Modelos Animais de Doenças , Humanos , Camundongos , Camundongos Knockout , Neoplasias Pancreáticas/metabolismo , Neoplasias Pancreáticas/patologia , Fosfatidilinositol 3-Quinase/metabolismo , Transdução de Sinais , Serina-Treonina Quinases TOR/metabolismo , Transfecção , Ensaios Antitumorais Modelo de Xenoenxerto
5.
Proc Natl Acad Sci U S A ; 108(24): 9945-50, 2011 Jun 14.
Artigo em Inglês | MEDLINE | ID: mdl-21628592

RESUMO

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.


Assuntos
Carcinoma Ductal Pancreático/diagnóstico , Imagem Molecular/métodos , Neoplasias Pancreáticas/diagnóstico , Lesões Pré-Cancerosas/diagnóstico , Animais , Carcinoma Ductal Pancreático/genética , Carcinoma Ductal Pancreático/metabolismo , Catepsinas/genética , Catepsinas/metabolismo , Feminino , Corantes Fluorescentes/metabolismo , Perfilação da Expressão Gênica , Humanos , Imuno-Histoquímica , Masculino , Camundongos , Microscopia Confocal , Microscopia de Fluorescência , Estadiamento de Neoplasias , Análise de Sequência com Séries de Oligonucleotídeos , Neoplasias Pancreáticas/genética , Neoplasias Pancreáticas/metabolismo , Lesões Pré-Cancerosas/genética , Lesões Pré-Cancerosas/metabolismo , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
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