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1.
Hum Mol Genet ; 32(15): 2455-2463, 2023 07 20.
Artigo em Inglês | MEDLINE | ID: mdl-37145099

RESUMO

Duchene muscular dystrophy (DMD) and Becker muscular dystrophy (BMD) are genetic neuromuscular disorders that affect skeletal and cardiac muscle resulting from mutations in the dystrophin gene (DMD), coding for dystrophin protein. Read-through therapies hold great promise for the treatment of genetic diseases harboring nonsense mutations, such as DMD/BMD, as they enable a complete translation of the affected mRNA. However, to date, most read-through drugs have not achieved a cure for patients. One possible explanation for the limitation of these therapies for DMD/BMD is that they rely on the presence of mutant dystrophin mRNAs. However, the mutant mRNAs containing premature termination codons are identified by the cellular surveillance mechanism, the nonsense-mediated mRNA decay (NMD) process, and are degraded. Here, we show that the combination of read-through drugs together with known NMD inhibitors have a synergistic effect on the levels of nonsense-containing mRNAs, among them the mutant dystrophin mRNA. This synergistic effect may enhance read-through therapies' efficacy and improve the current treatment for patients.


Assuntos
Distrofia Muscular de Duchenne , Humanos , Distrofia Muscular de Duchenne/tratamento farmacológico , Distrofia Muscular de Duchenne/genética , Distrofia Muscular de Duchenne/metabolismo , Distrofina/genética , Distrofina/metabolismo , Códon de Terminação/genética , Degradação do RNAm Mediada por Códon sem Sentido , Mutação
2.
Nature ; 617(7959): 147-153, 2023 05.
Artigo em Inglês | MEDLINE | ID: mdl-36949200

RESUMO

Pancreatic ductal adenocarcinoma (PDA) is characterized by aggressive local invasion and metastatic spread, leading to high lethality. Although driver gene mutations during PDA progression are conserved, no specific mutation is correlated with the dissemination of metastases1-3. Here we analysed RNA splicing data of a large cohort of primary and metastatic PDA tumours to identify differentially spliced events that correlate with PDA progression. De novo motif analysis of these events detected enrichment of motifs with high similarity to the RBFOX2 motif. Overexpression of RBFOX2 in a patient-derived xenograft (PDX) metastatic PDA cell line drastically reduced the metastatic potential of these cells in vitro and in vivo, whereas depletion of RBFOX2 in primary pancreatic tumour cell lines increased the metastatic potential of these cells. These findings support the role of RBFOX2 as a potent metastatic suppressor in PDA. RNA-sequencing and splicing analysis of RBFOX2 target genes revealed enrichment of genes in the RHO GTPase pathways, suggesting a role of RBFOX2 splicing activity in cytoskeletal organization and focal adhesion formation. Modulation of RBFOX2-regulated splicing events, such as via myosin phosphatase RHO-interacting protein (MPRIP), is associated with PDA metastases, altered cytoskeletal organization and the induction of focal adhesion formation. Our results implicate the splicing-regulatory function of RBFOX2 as a tumour suppressor in PDA and suggest a therapeutic approach for metastatic PDA.


Assuntos
Processamento Alternativo , Carcinoma Ductal Pancreático , Neoplasias Pancreáticas , Humanos , Processamento Alternativo/genética , Carcinoma Ductal Pancreático/genética , Carcinoma Ductal Pancreático/patologia , Linhagem Celular Tumoral , Neoplasias Pancreáticas/genética , Neoplasias Pancreáticas/patologia , Proteínas Repressoras/genética , Proteínas Repressoras/metabolismo , Fatores de Processamento de RNA/genética , Fatores de Processamento de RNA/metabolismo , Animais , Metástase Neoplásica , Adesões Focais
3.
RNA ; 29(4): 506-515, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-36697261

RESUMO

Alternative splicing (AS) of mRNAs is an essential regulatory mechanism in eukaryotic gene expression. AS misregulation, caused by either dysregulation or mutation of splicing factors, has been shown to be involved in cancer development and progression, making splicing factors suitable targets for cancer therapy. In recent years, various types of pharmacological modulators, such as small molecules and oligonucleotides, targeting distinct components of the splicing machinery, have been under development to treat multiple disorders. Although these approaches have promise, targeting the core spliceosome components disrupts the early stages of spliceosome assembly and can lead to nonspecific and toxic effects. New research directions have been focused on targeting specific splicing factors for a more precise effect. In this Perspective, we will highlight several approaches for targeting splicing factors and their functions and suggest ways to improve their specificity.


Assuntos
Neoplasias , Splicing de RNA , Humanos , Fatores de Processamento de RNA/genética , Fatores de Processamento de RNA/metabolismo , Splicing de RNA/genética , Processamento Alternativo , Spliceossomos/genética , Spliceossomos/metabolismo , Neoplasias/tratamento farmacológico , Neoplasias/genética
4.
Elife ; 112022 10 03.
Artigo em Inglês | MEDLINE | ID: mdl-36189922

RESUMO

The mTORC1 substrate, S6 Kinase 1 (S6K1), is involved in the regulation of cell growth, ribosome biogenesis, glucose homeostasis, and adipogenesis. Accumulating evidence has suggested a role for mTORC1 signaling in the DNA damage response. This is mostly based on the findings that mTORC1 inhibitors sensitized cells to DNA damage. However, a direct role of the mTORC1-S6K1 signaling pathway in DNA repair and the mechanism by which this signaling pathway regulates DNA repair is unknown. In this study, we discovered a novel role for S6K1 in regulating DNA repair through the coordinated regulation of the cell cycle, homologous recombination (HR) DNA repair (HRR) and mismatch DNA repair (MMR) mechanisms. Here, we show that S6K1 orchestrates DNA repair by phosphorylation of Cdk1 at serine 39, causing G2/M cell cycle arrest enabling homologous recombination and by phosphorylation of MSH6 at serine 309, enhancing MMR. Moreover, breast cancer cells harboring RPS6KB1 gene amplification show increased resistance to several DNA damaging agents and S6K1 expression is associated with poor survival of breast cancer patients treated with chemotherapy. Our findings reveal an unexpected function of S6K1 in the DNA repair pathway, serving as a tumorigenic barrier by safeguarding genomic stability.


Damage to the DNA in our cells can cause harmful changes that, if unchecked, can lead to the development of cancer. To help prevent this, cellular mechanisms are in place to repair defects in the DNA. A particular process, known as the mTORC1-S6K1 pathway is suspected to be important for repair because when this pathway is blocked, cells become more sensitive to DNA damage. It is still unknown how the various proteins involved in the mTORC1-S6K1 pathway contribute to repairing DNA. One of these proteins, S6K1, is an enzyme involved in coordinating cell growth and survival. The tumor cells in some forms of breast cancer produce more of this protein than normal, suggesting that S6K1 benefits these cells' survival. However, it is unclear exactly how the enzyme does this. Amar-Schwartz, Ben-Hur, Jbara et al. studied the role of S6K1 using genetically manipulated mouse cells and human cancer cells. These experiments showed that the protein interacts with two other proteins involved in DNA repair and activates them, regulating two different repair mechanisms and protecting cells against damage. These results might explain why some breast cancer tumors are resistant to radiotherapy and chemotherapy treatments, which aim to kill tumor cells by damaging their DNA. If this is the case, these findings could help clinicians choose more effective treatment options for people with cancers that produce additional S6K1. In the future, drugs that block the activity of the enzyme could make cancer cells more susceptible to chemotherapy.


Assuntos
Neoplasias da Mama , Reparo do DNA , Proteínas de Ligação a DNA/metabolismo , Proteínas Quinases S6 Ribossômicas 70-kDa/metabolismo , Neoplasias da Mama/genética , Proteína Quinase CDC2/metabolismo , DNA , Feminino , Pontos de Checagem da Fase G2 do Ciclo Celular , Glucose , Humanos , Alvo Mecanístico do Complexo 1 de Rapamicina/metabolismo , Proteínas Quinases S6 Ribossômicas 70-kDa/genética , Serina/genética
5.
Curr Opin Pharmacol ; 59: 140-148, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-34217945

RESUMO

In light of recent advances in RNA splicing modulation as therapy for specific genetic diseases, there is great optimism that this approach can be applied to treatment of cancer as well. Dysregulation of alternative RNA splicing is a common aberration detected in many cancers and thus, provides an attractive target for therapeutics. Here, we present and compare two promising approaches that are currently being investigated to manipulate alternative splicing and their potential use in therapy. The first strategy makes use of splice-switching oligonucleotides, whereas the second strategy uses CRISPR (clustered regularly interspaced short palindromic repeat Cas (CRISPR-associated) technology. We will discuss both the challenges and limitations of these technologies and progress being made to implement splice-switching as a potential cancer therapy.


Assuntos
Edição de Genes , Neoplasias , Sistemas CRISPR-Cas/genética , Terapia Genética , Humanos , Neoplasias/tratamento farmacológico , Neoplasias/genética , Splicing de RNA
6.
Curr Opin Genet Dev ; 48: 16-21, 2018 02.
Artigo em Inglês | MEDLINE | ID: mdl-29080552

RESUMO

One of the major challenges in cancer treatment today is that many patients develop resistance to the therapeutic agents, resulting in treatment failure. Alternative splicing can significantly alter the coding region of drug targets. Here, we highlight several reports that provide key examples of alternative splicing events that occur in various cancers and play a role in resistance to cancer therapy. These examples present prime targets for future study and development of splicing modulation therapy. Modulation of alternative splicing has recently been approved as treatment for several diseases, although not yet for cancer. We propose that a similar approach may be successfully adapted to combat cancer therapy resistance, in cases where alternative splicing is known to be the mechanism that contributes to the resistance.


Assuntos
Processamento Alternativo , Resistencia a Medicamentos Antineoplásicos , Neoplasias/tratamento farmacológico , Neoplasias/genética , Animais , Humanos
7.
Hum Genet ; 136(9): 1113-1127, 2017 09.
Artigo em Inglês | MEDLINE | ID: mdl-28429085

RESUMO

Tumor cells alter their metabolism by a wide array of mechanisms to promote growth and proliferation. Dysregulated expression and/or somatic mutations of key components of the glycolytic pathway/TCA cycle as well as other metabolic pathways allow tumor cells to improve their ability to survive harsh conditions such as hypoxia and the presence of reactive oxygen species, as well as the ability to obtain nutrients to increase lipids, protein, and nucleic acids biogenesis. Approximately 95% of the human protein encoding genes undergo alternative splicing (AS), a regulated process of gene expression that greatly diversifies the proteome by creating multiple proteins from a single gene. In recent years, a growing body of evidence suggests that unbalanced AS, the formation of certain pro-tumorigenic isoforms and the reduction of anti-tumorigenic isoforms, is implicated in a variety of cancers. It is becoming increasingly clear that cancer-associated AS contributes to increased growth and proliferation, partially due to effects on metabolic reprogramming. Here, we summarize the known roles of AS in regulating cancer metabolism. We present evidence supporting the idea that AS, in many types of cancer, acts as a molecular switch that alters metabolism to drive tumorigenesis. We propose that the elucidation of misregulated AS and its downstream effects on cancer metabolism emphasizes the need for new therapeutic approaches aiming to modulate the splicing machinery to selectively target cancer cells.


Assuntos
Processamento Alternativo , Ciclo do Ácido Cítrico/genética , Glicólise/genética , Neoplasias , RNA Neoplásico , Animais , Humanos , Neoplasias/genética , Neoplasias/metabolismo , RNA Neoplásico/genética , RNA Neoplásico/metabolismo
8.
Mol Cell Oncol ; 2(1): e970955, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-27308389

RESUMO

In past decades, cancer research has focused on genetic alterations that are detected in malignant tissues and contribute to the initiation and progression of cancer. These changes include mutations, copy number variations, and translocations. However, it is becoming increasingly clear that epigenetic changes, including alternative splicing, play a major role in cancer development and progression. There are relatively few studies on the contribution of alternative splicing and the splicing factors that regulate this process to cancer development and progression. Recently, multiple studies have revealed altered splicing patterns in cancers and several splicing factors were found to contribute to tumor development. Studies using high-throughput genomic analysis have identified mutations in components of the core splicing machinery and in splicing factors in several cancers. In this review, we will highlight new findings on the role of alternative splicing and its regulators in cancer initiation and progression, in addition to novel approaches to correct oncogenic splicing.

9.
Int J Cell Biol ; 2013: 568931, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-24078813

RESUMO

Alternative splicing is a fundamental step in regulation of gene expression of many tumor suppressors and oncogenes in cancer. Signalling through the Ras-MAPK and PI3K-mTOR pathways is misregulated and hyperactivated in most types of cancer. However, the regulation of the Ras-MAPK and PI3K-mTOR signalling pathways by alternative splicing is less well established. Recent studies have shown the contribution of alternative splicing regulation of these signalling pathways which can lead to cellular transformation, cancer development, and tumor maintenance. This review will discuss findings in the literature which describe new modes of regulation of components of the Ras-MAPK and PI3K-mTOR signalling pathways by alternative splicing. We will also describe the mechanisms by which signals from extracellular stimuli can be communicated to the splicing machinery and to specific RNA-binding proteins that ultimately control exon definition events.

10.
Cell Rep ; 3(1): 103-15, 2013 Jan 31.
Artigo em Inglês | MEDLINE | ID: mdl-23273915

RESUMO

Ribosomal S6 kinase 1 (S6K1) is a major mTOR downstream signaling molecule that regulates cell size and translation efficiency. Here, we report that short isoforms of S6K1 are overproduced in breast cancer cell lines and tumors. Overexpression of S6K1 short isoforms induces transformation of human breast epithelial cells. The long S6K1 variant (Iso-1) induced opposite effects. It inhibits Ras-induced transformation and tumor formation, while its knockdown or knockout induces transformation, suggesting that Iso-1 has a tumor-suppressor activity. Furthermore, we found that S6K1 short isoforms bind and activate mTORC1, elevating 4E-BP1 phosphorylation, cap-dependent translation, and Mcl-1 protein levels. Both a phosphorylation-defective 4E-BP1 mutant and the mTORC1 inhibitor rapamycin partially blocked the oncogenic effects of S6K1 short isoforms, suggesting that these are mediated by mTORC1 and 4E-BP1. Thus, alternative splicing of S6K1 acts as a molecular switch in breast cancer cells, elevating oncogenic isoforms that activate mTORC1.


Assuntos
Processamento Alternativo/genética , Complexos Multiproteicos/metabolismo , Proteínas Quinases S6 Ribossômicas 70-kDa/genética , Proteínas Quinases S6 Ribossômicas 90-kDa/genética , Serina-Treonina Quinases TOR/metabolismo , Células Acinares/metabolismo , Células Acinares/patologia , Proteínas Adaptadoras de Transdução de Sinal/metabolismo , Animais , Sequência de Bases , Adesão Celular , Proteínas de Ciclo Celular , Linhagem Celular Tumoral , Movimento Celular , Proliferação de Células , Transformação Celular Neoplásica/genética , Transformação Celular Neoplásica/patologia , Células Epiteliais/enzimologia , Células Epiteliais/patologia , Humanos , Isoenzimas/genética , Isoenzimas/metabolismo , Alvo Mecanístico do Complexo 1 de Rapamicina , Camundongos , Modelos Biológicos , Dados de Sequência Molecular , Proteína de Sequência 1 de Leucemia de Células Mieloides , Células NIH 3T3 , Fosfoproteínas/metabolismo , Fosforilação , Biossíntese de Proteínas , Proteínas Proto-Oncogênicas c-bcl-2/metabolismo , Capuzes de RNA/metabolismo , Proteínas Quinases S6 Ribossômicas 70-kDa/metabolismo , Proteínas Quinases S6 Ribossômicas 90-kDa/metabolismo , Regulação para Cima , Proteínas ras/metabolismo
11.
J Pathol ; 229(4): 630-9, 2013 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-23132731

RESUMO

An increasing body of evidence connects alterations in the process of alternative splicing with cancer development and progression. However, a direct role of splicing factors as drivers of cancer development is mostly unknown. We analysed the gene copy number of several splicing factors in colon and lung tumours, and found that the gene encoding for the splicing factor SRSF6 is amplified and over-expressed in these cancers. Moreover, over-expression of SRSF6 in immortal lung epithelial cells enhanced proliferation, protected them from chemotherapy-induced cell death and converted them to be tumourigenic in mice. In contrast, knock-down of SRSF6 in lung and colon cancer cell lines inhibited their tumourigenic abilities. SRSF6 up- or down-regulation altered the splicing of several tumour suppressors and oncogenes to generate the oncogenic isoforms and reduce the tumour-suppressive isoforms. Our data suggest that the splicing factor SRSF6 is an oncoprotein that regulates the proliferation and survival of lung and colon cancer cells.


Assuntos
Adenocarcinoma/genética , Neoplasias da Mama/genética , Neoplasias do Colo/genética , Neoplasias Pulmonares/genética , Proteínas Nucleares/genética , Proteínas Oncogênicas/genética , Fosfoproteínas/genética , Proteínas de Ligação a RNA/genética , Adenocarcinoma/metabolismo , Adenocarcinoma/patologia , Processamento Alternativo , Animais , Neoplasias da Mama/metabolismo , Neoplasias da Mama/patologia , Carcinoma Ductal/genética , Carcinoma Ductal/metabolismo , Carcinoma Ductal/patologia , Linhagem Celular Tumoral , Proliferação de Células , Sobrevivência Celular , Transformação Celular Neoplásica , Neoplasias do Colo/metabolismo , Neoplasias do Colo/patologia , Progressão da Doença , Regulação para Baixo , Feminino , Dosagem de Genes , Regulação Neoplásica da Expressão Gênica , Técnicas de Silenciamento de Genes , Humanos , Neoplasias Pulmonares/metabolismo , Neoplasias Pulmonares/patologia , Camundongos , Camundongos Endogâmicos NOD , Camundongos SCID , Proteínas Nucleares/metabolismo , Proteínas Oncogênicas/metabolismo , Fosfoproteínas/metabolismo , Isoformas de Proteínas , Splicing de RNA , Proteínas de Ligação a RNA/metabolismo , Fatores de Processamento de Serina-Arginina , Regulação para Cima
12.
Artigo em Inglês | MEDLINE | ID: mdl-20836034

RESUMO

Methylation of cytosines is the key epigenetic modification of DNA in eukaryotes and is associated with a repressed chromatin state and inhibition of gene expression. The methylation pattern in mammalian genomes is bimodal, with most of the genomes methylated except for short DNA stretches called CpG islands (CGIs), which are generally protected from methylation. Recent technical advances have made it possible to map DNA methylation patterns on a large scale. Several genomic studies have made significant progress in unraveling the intricate relationships between DNA methylation, chromatin structure, and gene expression. What is emerging is a more dynamic and complex association between DNA methylation and expression than previously known. Here we highlight several recent genomic studies with an emphasis on what new information is gained from these studies and what conclusions can be reached about the role of DNA methylation in controlling gene expression.


Assuntos
Metilação de DNA/genética , DNA/genética , Epigênese Genética/genética , Regulação da Expressão Gênica/genética , Modelos Genéticos , Transdução de Sinais/genética , Animais , Humanos
13.
BMC Genomics ; 11: 478, 2010 Aug 17.
Artigo em Inglês | MEDLINE | ID: mdl-20716365

RESUMO

BACKGROUND: Regulation of meiosis and sporulation in Saccharomyces cerevisiae is a model for a highly regulated developmental process. Meiosis middle phase transcriptional regulation is governed by two transcription factors: the activator Ndt80 and the repressor Sum1. It has been suggested that the competition between Ndt80 and Sum1 determines the temporal expression of their targets during middle meiosis. RESULTS: Using a combination of ChIP-on-chip and expression profiling, we characterized a middle phase transcriptional network and studied the relationship between Ndt80 and Sum1 during middle and late meiosis. While finding a group of genes regulated by both factors in a feed forward loop regulatory motif, our data also revealed a large group of genes regulated solely by Ndt80. Measuring the expression of all Ndt80 target genes in various genetic backgrounds (WT, sum1Delta and MK-ER-Ndt80 strains), allowed us to dissect the exact transcriptional network regulating each gene, which was frequently different than the one inferred from the binding data alone. CONCLUSION: These results highlight the need to perform detailed genetic experiments to determine the relative contribution of interactions in transcriptional regulatory networks.


Assuntos
Regulação Fúngica da Expressão Gênica , Genes Fúngicos/genética , Genômica/métodos , Meiose/genética , Proteínas Repressoras/genética , Saccharomyces cerevisiae/citologia , Saccharomyces cerevisiae/genética , Imunoprecipitação da Cromatina , Análise por Conglomerados , Proteínas de Ligação a DNA/genética , Proteínas de Ligação a DNA/metabolismo , Perfilação da Expressão Gênica , Genótipo , Cinética , Modelos Genéticos , Proteínas Nucleares/genética , Proteínas Nucleares/metabolismo , Análise de Sequência com Séries de Oligonucleotídeos , Fenótipo , Regiões Promotoras Genéticas/genética , Ligação Proteica , Proteínas Repressoras/metabolismo , Reprodutibilidade dos Testes , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Proteínas de Saccharomyces cerevisiae/genética , Proteínas de Saccharomyces cerevisiae/metabolismo , Fatores de Tempo , Fatores de Transcrição/genética , Fatores de Transcrição/metabolismo
14.
Cancer Res ; 68(23): 9671-7, 2008 Dec 01.
Artigo em Inglês | MEDLINE | ID: mdl-19047144

RESUMO

The p53 tumor suppressor protein is a transcription factor that plays a key role in the cellular response to stress and cancer prevention. Upon activation, p53 regulates a large variety of genes causing cell cycle arrest, apoptosis, or senescence. We have developed a p53-focused array, which allows us to investigate, simultaneously, p53 interactions with most of its known target sequences using the chromatin immunoprecipitation (ChIP)-on-chip methodology. Applying this technique to multiple cell types under various growth conditions revealed a profound difference in p53 activity between primary cells and established cell lines. We found that, in peripheral blood mononuclear cells, p53 exists in a form that binds only a small subset of its target regions. Upon exposure to genotoxic stress, the extent of targets bound by p53 significantly increased. By contrast, in established cell lines, p53 binds to essentially all of its targets irrespective of stress and cellular fate (apoptosis or arrest). Analysis of gene expression in these established lines revealed little correlation between DNA binding and the induction of gene expression. Our results suggest that nonactivated p53 has limited binding activity, whereas upon activation it binds to essentially all its targets. Additional triggers are most likely required to activate the transcriptional program of p53.


Assuntos
Imunoprecipitação da Cromatina/métodos , DNA de Neoplasias/genética , DNA de Neoplasias/metabolismo , Proteína Supressora de Tumor p53/genética , Proteína Supressora de Tumor p53/metabolismo , Cromatina , Dano ao DNA , Doxorrubicina/farmacologia , Fibroblastos , Genes p53 , Células HCT116 , Humanos , Procedimentos Analíticos em Microchip/métodos , Regiões Promotoras Genéticas , Telomerase/genética
15.
Proc Natl Acad Sci U S A ; 105(3): 955-60, 2008 Jan 22.
Artigo em Inglês | MEDLINE | ID: mdl-18195366

RESUMO

Characterization of the transcriptional regulatory network of the normal cell cycle is essential for understanding the perturbations that lead to cancer. However, the complete set of cycling genes in primary cells has not yet been identified. Here, we report the results of genome-wide expression profiling experiments on synchronized primary human foreskin fibroblasts across the cell cycle. Using a combined experimental and computational approach to deconvolve measured expression values into "single-cell" expression profiles, we were able to overcome the limitations inherent in synchronizing nontransformed mammalian cells. This allowed us to identify 480 periodically expressed genes in primary human foreskin fibroblasts. Analysis of the reconstructed primary cell profiles and comparison with published expression datasets from synchronized transformed cells reveals a large number of genes that cycle exclusively in primary cells. This conclusion was supported by both bioinformatic analysis and experiments performed on other cell types. We suggest that this approach will help pinpoint genetic elements contributing to normal cell growth and cellular transformation.


Assuntos
Proteínas de Ciclo Celular/genética , Ciclo Celular/genética , Regulação da Expressão Gênica/genética , Genoma Humano/genética , Saúde , Neoplasias/genética , Transcrição Gênica/genética , Proteínas de Ciclo Celular/classificação , Células Cultivadas , Biologia Computacional , Citometria de Fluxo , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica/genética , Humanos , Neoplasias/patologia
16.
Nat Biotechnol ; 23(12): 1503-8, 2005 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-16333294

RESUMO

Expression profiling of time-series experiments is widely used to study biological systems. However, determining the quality of the resulting profiles remains a fundamental problem. Because of inadequate sampling rates, the effect of arrest-and-release methods and loss of synchronization, the measurements obtained from a series of time points may not accurately represent the underlying expression profiles. To solve this, we propose an approach that combines time-series and static (average) expression data analysis--for each gene, we determine whether its temporal expression profile can be reconciled with its static expression levels. We show that by combining synchronized and unsynchronized human cell cycle data, we can identify many cycling genes that are missed when using only time-series data. The algorithm also correctly distinguishes cycling genes from genes that specifically react to an environmental stimulus even if they share similar temporal expression profiles. Experimental validation of these results shows the utility of this analytical approach for determining the accuracy of gene expression patterns.


Assuntos
Algoritmos , Proteínas de Ciclo Celular/metabolismo , Análise por Conglomerados , Fibroblastos/metabolismo , Perfilação da Expressão Gênica/métodos , Análise de Sequência com Séries de Oligonucleotídeos/métodos , Reconhecimento Automatizado de Padrão/métodos , Inteligência Artificial , Células Cultivadas , Interpretação Estatística de Dados , Humanos , Software , Fatores de Tempo
17.
Physiol Behav ; 79(1): 39-45, 2003 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-12818708

RESUMO

Anorexia nervosa (AN) is an eating disorder of unknown origin that most commonly occurs in women and usually has its onset in adolescence. Patients with AN invariably have a disturbed body image and an intense fear of weight gain. There is currently no definitive treatment for this disease, which carries a 20% mortality over 20 years. Development of an appropriate animal model of AN has been difficult, as the etiology of this eating disorder likely involves a complex interaction between genetic, environmental, social, and cultural factors. In this review, we focus on several possible rodent models of AN. In our laboratory, we have developed and studied three different mouse models of AN based on clinical profiles of the disease; separation stress, activity, and diet restriction (DR). In addition, we discuss the spontaneous mouse mutation anx/anx and several mouse gene knockout models, which have resulted in an anorexic phenotype. We highlight what has been learned from each of these models and possibilities for future models. It is hoped that a combination of the study of such models, together with genetic and clinical studies in patients, will lead to more rational and successful prevention/treatment of this tragic, and often fatal, disease.


Assuntos
Anorexia Nervosa/fisiopatologia , Modelos Animais de Doenças , Adolescente , Animais , Anorexia Nervosa/genética , Nível de Alerta/genética , Nível de Alerta/fisiologia , Feminino , Humanos , Sistema Hipotálamo-Hipofisário/fisiopatologia , Camundongos , Camundongos Knockout , Camundongos Mutantes , Modelos Genéticos , Atividade Motora/fisiologia , Fenótipo , Sistema Hipófise-Suprarrenal/fisiopatologia , Isolamento Social , Inanição/genética , Inanição/fisiopatologia
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