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1.
Nat Commun ; 14(1): 5466, 2023 09 25.
Artigo em Inglês | MEDLINE | ID: mdl-37749075

RESUMO

The interplay between 3D chromatin architecture and gene silencing is incompletely understood. Here, we report a novel point mutation in the non-canonical SMC protein SMCHD1 that enhances its silencing capacity at endogenous developmental targets. Moreover, it also results in enhanced silencing at the facioscapulohumeral muscular dystrophy associated macrosatellite-array, D4Z4, resulting in enhanced repression of DUX4 encoded by this repeat. Heightened SMCHD1 silencing perturbs developmental Hox gene activation, causing a homeotic transformation in mice. Paradoxically, the mutant SMCHD1 appears to enhance insulation against other epigenetic regulators, including PRC2 and CTCF, while depleting long range chromatin interactions akin to what is observed in the absence of SMCHD1. These data suggest that SMCHD1's role in long range chromatin interactions is not directly linked to gene silencing or insulating the chromatin, refining the model for how the different levels of SMCHD1-mediated chromatin regulation interact to bring about gene silencing in normal development and disease.


Assuntos
Cromatina , Proteínas Cromossômicas não Histona , Distrofia Muscular Facioescapuloumeral , Animais , Camundongos , Cromatina/genética , Epigenômica , Inativação Gênica , Genes Homeobox , Distrofia Muscular Facioescapuloumeral/genética , Proteínas Cromossômicas não Histona/genética
2.
Stem Cell Reports ; 18(10): 1954-1971, 2023 10 10.
Artigo em Inglês | MEDLINE | ID: mdl-37774701

RESUMO

Skeletal muscle research is transitioning toward 3D tissue engineered in vitro models reproducing muscle's native architecture and supporting measurement of functionality. Human induced pluripotent stem cells (hiPSCs) offer high yields of cells for differentiation. It has been difficult to differentiate high-quality, pure 3D muscle tissues from hiPSCs that show contractile properties comparable to primary myoblast-derived tissues. Here, we present a transgene-free method for the generation of purified, expandable myogenic progenitors (MPs) from hiPSCs grown under feeder-free conditions. We defined a protocol with optimal hydrogel and medium conditions that allowed production of highly contractile 3D tissue engineered skeletal muscles with forces similar to primary myoblast-derived tissues. Gene expression and proteomic analysis between hiPSC-derived and primary myoblast-derived 3D tissues revealed a similar expression profile of proteins involved in myogenic differentiation and sarcomere function. The protocol should be generally applicable for the study of personalized human skeletal muscle tissue in health and disease.


Assuntos
Células-Tronco Pluripotentes Induzidas , Humanos , Proteômica , Células Cultivadas , Músculo Esquelético , Engenharia Tecidual/métodos , Mioblastos/metabolismo , Diferenciação Celular/genética
3.
Cell Death Dis ; 14(3): 231, 2023 03 31.
Artigo em Inglês | MEDLINE | ID: mdl-37002195

RESUMO

The ubiquitin proteasomal system is a critical regulator of muscle physiology, and impaired UPS is key in many muscle pathologies. Yet, little is known about the function of deubiquitinating enzymes (DUBs) in the muscle cell context. We performed a genetic screen to identify DUBs as potential regulators of muscle cell differentiation. Surprisingly, we observed that the depletion of ubiquitin-specific protease 18 (USP18) affected the differentiation of muscle cells. USP18 depletion first stimulated differentiation initiation. Later, during differentiation, the absence of USP18 expression abrogated myotube maintenance. USP18 enzymatic function typically attenuates the immune response by removing interferon-stimulated gene 15 (ISG15) from protein substrates. However, in muscle cells, we found that USP18, predominantly nuclear, regulates differentiation independent of ISG15 and the ISG response. Exploring the pattern of RNA expression profiles and protein networks whose levels depend on USP18 expression, we found that differentiation initiation was concomitant with reduced expression of the cell-cycle gene network and altered expression of myogenic transcription (co) factors. We show that USP18 depletion altered the calcium channel gene network, resulting in reduced calcium flux in myotubes. Additionally, we show that reduced expression of sarcomeric proteins in the USP18 proteome was consistent with reduced contractile force in an engineered muscle model. Our results revealed nuclear USP18 as a critical regulator of differentiation initiation and maintenance, independent of ISG15 and its role in the ISG response.


Assuntos
Citocinas , Ubiquitinas , Citocinas/metabolismo , Ubiquitinas/metabolismo , Interferons , Diferenciação Celular/genética , Músculos/metabolismo , Ubiquitina Tiolesterase/genética , Ubiquitina Tiolesterase/metabolismo
4.
Mol Ther Nucleic Acids ; 26: 813-827, 2021 Dec 03.
Artigo em Inglês | MEDLINE | ID: mdl-34729250

RESUMO

Facioscapulohumeral muscular dystrophy (FSHD) is one of the most prevalent skeletal muscle dystrophies. Skeletal muscle pathology in individuals with FSHD is caused by inappropriate expression of the transcription factor DUX4, which activates different myotoxic pathways. At the moment there is no molecular therapy that can delay or prevent skeletal muscle wasting in FSHD. In this study, a systemically delivered antisense oligonucleotide (ASO) targeting the DUX4 transcript was tested in vivo in ACTA1-MCM;FLExDUX4 mice that express DUX4 in skeletal muscles. We show that the DUX4 ASO was well tolerated and repressed the DUX4 transcript, DUX4 protein, and mouse DUX4 target gene expression in skeletal muscles. In addition, the DUX4 ASO alleviated the severity of skeletal muscle pathology and partially prevented the dysregulation of inflammatory and extracellular matrix genes. DUX4 ASO-treated ACTA1-MCM;FLExDUX4 mice performed better on a treadmill; however, the hanging grid and four-limb grip strength tests were not improved compared to control ASO-treated ACTA1-MCM;FLExDUX4 mice. This study shows that systemic delivery of ASOs targeting DUX4 is a promising therapeutic strategy for FSHD and strategies that further improve the ASO efficacy in skeletal muscle are warranted.

5.
Skelet Muscle ; 10(1): 27, 2020 10 01.
Artigo em Inglês | MEDLINE | ID: mdl-33004076

RESUMO

BACKGROUND: Facioscapulohumeral muscular dystrophy (FSHD) is a skeletal muscle disorder that is caused by derepression of the transcription factor DUX4 in skeletal muscle cells. Apart from SMCHD1, DNMT3B was recently identified as a disease gene and disease modifier in FSHD. However, the exact role of DNMT3B at the D4Z4 repeat array remains unknown. METHODS: To determine the role of Dnmt3b on DUX4 repression, hemizygous mice with a FSHD-sized D4Z4 repeat array (D4Z4-2.5 mice) were cross-bred with mice carrying an in-frame exon skipping mutation in Dnmt3b (Dnmt3bMommeD14 mice). Additionally, siRNA knockdowns of Dnmt3b were performed in mouse embryonic stem cells (mESCs) derived from the D4Z4-2.5 mouse model. RESULTS: In mESCs derived from D4Z4-2.5 mice, Dnmt3b was enriched at the D4Z4 repeat array and DUX4 transcript levels were upregulated after a knockdown of Dnmt3b. In D4Z4-2.5/Dnmt3bMommeD14 mice, Dnmt3b protein levels were reduced; however, DUX4 RNA levels in skeletal muscles were not enhanced and no pathology was observed. Interestingly, D4Z4-2.5/Dnmt3bMommeD14 mice showed a loss of DNA methylation at the D4Z4 repeat array and significantly higher DUX4 transcript levels in secondary lymphoid organs. As these lymphoid organs seem to be more sensitive to epigenetic modifiers of the D4Z4 repeat array, different immune cell populations were quantified in the spleen and inguinal lymph nodes of D4Z4-2.5 mice crossed with Dnmt3bMommeD14 mice or Smchd1MommeD1 mice. Only in D4Z4-2.5/Smchd1MommeD1 mice the immune cell populations were disturbed. CONCLUSIONS: Our data demonstrates that loss of Dnmt3b results in derepression of DUX4 in lymphoid tissues and mESCs but not in myogenic cells of D4Z4-2.5/Dnmt3bMommeD14 mice. In addition, the Smchd1MommeD1 variant seems to have a more potent role in DUX4 derepression. Our studies suggest that the immune system is particularly but differentially sensitive to D4Z4 chromatin modifiers which may provide a molecular basis for the yet underexplored immune involvement in FSHD.


Assuntos
DNA (Citosina-5-)-Metiltransferases/genética , Proteínas de Homeodomínio/metabolismo , Distrofia Muscular Facioescapuloumeral/genética , Animais , Células Cultivadas , DNA (Citosina-5-)-Metiltransferases/metabolismo , Proteínas de Homeodomínio/genética , Linfonodos/metabolismo , Camundongos , Camundongos Endogâmicos C57BL , Células-Tronco Embrionárias Murinas/metabolismo , Músculo Esquelético/metabolismo , Distrofia Muscular Facioescapuloumeral/metabolismo , Mutação , Baço/metabolismo , DNA Metiltransferase 3B
6.
Stem Cell Res ; 40: 101560, 2019 10.
Artigo em Inglês | MEDLINE | ID: mdl-31518905

RESUMO

Facioscapulohumeral dystrophy type 1 (FSHD1) is caused by contraction of the D4Z4 repeat array on chromosome 4q resulting in sporadic misexpression of the transcription factor DUX4 in skeletal muscle tissue. In ~4% of families, de novo D4Z4 contractions occur after fertilization resulting in somatic mosaicism with control and FSHD1 cell populations present within the same patient. Reprogramming of mosaic fibroblasts from two FSHD1 patients into human induced pluripotent stem cells (hiPSCs) generated genetically matched control and FSHD1 hiPSC lines. All hiPSC lines contained a normal karyotype, expressed pluripotency genes and differentiated into cells from the three germ layers.


Assuntos
Linhagem Celular/citologia , Células-Tronco Pluripotentes Induzidas/citologia , Distrofia Muscular Facioescapuloumeral/genética , Diferenciação Celular , Linhagem Celular/metabolismo , Reprogramação Celular , Fibroblastos/citologia , Fibroblastos/metabolismo , Proteínas de Homeodomínio/genética , Proteínas de Homeodomínio/metabolismo , Humanos , Células-Tronco Pluripotentes Induzidas/metabolismo , Masculino , Pessoa de Meia-Idade , Distrofia Muscular Facioescapuloumeral/metabolismo , Distrofia Muscular Facioescapuloumeral/fisiopatologia , Mutação
7.
Hum Mol Genet ; 27(4): 716-731, 2018 02 15.
Artigo em Inglês | MEDLINE | ID: mdl-29281018

RESUMO

In humans, a copy of the DUX4 retrogene is located in each unit of the D4Z4 macrosatellite repeat that normally comprises 8-100 units. The D4Z4 repeat has heterochromatic features and does not express DUX4 in somatic cells. Individuals with facioscapulohumeral muscular dystrophy (FSHD) have a partial failure of somatic DUX4 repression resulting in the presence of DUX4 protein in sporadic muscle nuclei. Somatic DUX4 derepression is caused by contraction of the D4Z4 repeat to 1-10 units (FSHD1) or by heterozygous mutations in genes responsible for maintaining the D4Z4 chromatin structure in a repressive state (FSHD2). One of the FSHD2 genes is the structural maintenance of chromosomes hinge domain 1 (SMCHD1) gene. SMCHD1 mutations have also been identified in FSHD1; patients carrying a contracted D4Z4 repeat and a SMCHD1 mutation are more severely affected than relatives with only a contracted repeat or a SMCHD1 mutation. To evaluate the modifier role of SMCHD1, we crossbred mice carrying a contracted D4Z4 repeat (D4Z4-2.5 mice) with mice that are haploinsufficient for Smchd1 (Smchd1MommeD1 mice). D4Z4-2.5/Smchd1MommeD1 mice presented with a significantly reduced body weight and developed skin lesions. The same skin lesions, albeit in a milder form, were also observed in D4Z4-2.5 mice, suggesting that reduced Smchd1 levels aggravate disease in the D4Z4-2.5 mouse model. Our study emphasizes the evolutionary conservation of the SMCHD1-dependent epigenetic regulation of the D4Z4 repeat array and further suggests that the D4Z4-2.5/Smchd1MommeD1 mouse model may be used to unravel the function of DUX4 in non-muscle tissues like the skin.


Assuntos
Proteínas Cromossômicas não Histona/metabolismo , Haploinsuficiência/fisiologia , Animais , Western Blotting , Células Cultivadas , Proteínas Cromossômicas não Histona/genética , Metilação de DNA/genética , Metilação de DNA/fisiologia , Fibroblastos/metabolismo , Citometria de Fluxo , Haploinsuficiência/genética , Proteínas de Homeodomínio/genética , Proteínas de Homeodomínio/metabolismo , Humanos , Queratinócitos/metabolismo , Camundongos , Camundongos Transgênicos , Músculo Esquelético/metabolismo , Distrofia Muscular Facioescapuloumeral/genética , Distrofia Muscular Facioescapuloumeral/metabolismo , Fenótipo , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Pele , Timócitos
8.
J Cell Sci ; 129(20): 3816-3831, 2016 10 15.
Artigo em Inglês | MEDLINE | ID: mdl-27744317

RESUMO

Skeletal muscle wasting in facioscapulohumeral muscular dystrophy (FSHD) results in substantial morbidity. On a disease-permissive chromosome 4qA haplotype, genomic and/or epigenetic changes at the D4Z4 macrosatellite repeat allows transcription of the DUX4 retrogene. Analysing transgenic mice carrying a human D4Z4 genomic locus from an FSHD-affected individual showed that DUX4 was transiently induced in myoblasts during skeletal muscle regeneration. Centromeric to the D4Z4 repeats is an inverted D4Z4 unit encoding DUX4c. Expression of DUX4, DUX4c and DUX4 constructs, including constitutively active, dominant-negative and truncated versions, revealed that DUX4 activates target genes to inhibit proliferation and differentiation of satellite cells, but that it also downregulates target genes to suppress myogenic differentiation. These transcriptional changes elicited by DUX4 in mouse have significant overlap with genes regulated by DUX4 in man. Comparison of DUX4 and DUX4c transcriptional perturbations revealed that DUX4 regulates genes involved in cell proliferation, whereas DUX4c regulates genes engaged in angiogenesis and muscle development, with both DUX4 and DUX4c modifing genes involved in urogenital development. Transcriptomic analysis showed that DUX4 operates through both target gene activation and repression to orchestrate a transcriptome characteristic of a less-differentiated cell state.


Assuntos
Diferenciação Celular/genética , Proteínas de Homeodomínio/metabolismo , Desenvolvimento Muscular/genética , Transcriptoma/genética , Animais , Apoptose/genética , Forma Celular/genética , Proteínas de Homeodomínio/genética , Humanos , Masculino , Camundongos Endogâmicos C57BL , Camundongos Transgênicos , Fibras Musculares Esqueléticas/metabolismo , Músculo Esquelético/metabolismo , Mioblastos/metabolismo , Regeneração , Células Satélites de Músculo Esquelético/metabolismo , Células-Tronco/metabolismo , Ativação Transcricional/genética
9.
Hum Mol Genet ; 25(18): 4041-4051, 2016 09 15.
Artigo em Inglês | MEDLINE | ID: mdl-27466202

RESUMO

For genetically heterogeneous diseases a better understanding of how the underlying gene defects are functionally interconnected will be important for dissecting disease etiology. The Immunodeficiency, Centromeric instability, Facial anomalies (ICF) syndrome is a chromatin disorder characterized by mutations in DNMT3B, ZBTB24, CDCA7 or HELLS Here, we generated a Zbtb24 BTB domain deletion mouse and found that loss of functional Zbtb24 leads to early embryonic lethality. Transcriptome analysis identified Cdca7 as the top down-regulated gene in Zbtb24 homozygous mutant mESCs, which can be restored by ectopic ZBTB24 expression. We further demonstrate enrichment of ZBTB24 at the CDCA7 promoter suggesting that ZBTB24 can function as a transcription factor directly controlling Cdca7 expression. Finally, we show that this regulation is conserved between species and that CDCA7 levels are reduced in patients carrying ZBTB24 nonsense mutations. Together, our findings demonstrate convergence of the two ICF genes ZBTB24 and CDCA7 at the level of transcription.


Assuntos
Face/anormalidades , Síndromes de Imunodeficiência/genética , Proteínas Nucleares/genética , Proteínas Repressoras/genética , Transcrição Gênica , Animais , Códon sem Sentido/genética , DNA (Citosina-5-)-Metiltransferases/genética , DNA Helicases/genética , Face/fisiopatologia , Feminino , Regulação da Expressão Gênica no Desenvolvimento , Humanos , Síndromes de Imunodeficiência/fisiopatologia , Masculino , Camundongos , Células-Tronco Embrionárias Murinas/metabolismo , Proteínas Nucleares/biossíntese , Doenças da Imunodeficiência Primária , Transcriptoma/genética , DNA Metiltransferase 3B
10.
PLoS Genet ; 9(4): e1003415, 2013 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-23593020

RESUMO

Facioscapulohumeral dystrophy (FSHD) is a progressive muscular dystrophy caused by decreased epigenetic repression of the D4Z4 macrosatellite repeats and ectopic expression of DUX4, a retrogene encoding a germline transcription factor encoded in each repeat. Unaffected individuals generally have more than 10 repeats arrayed in the subtelomeric region of chromosome 4, whereas the most common form of FSHD (FSHD1) is caused by a contraction of the array to fewer than 10 repeats, associated with decreased epigenetic repression and variegated expression of DUX4 in skeletal muscle. We have generated transgenic mice carrying D4Z4 arrays from an FSHD1 allele and from a control allele. These mice recapitulate important epigenetic and DUX4 expression attributes seen in patients and controls, respectively, including high DUX4 expression levels in the germline, (incomplete) epigenetic repression in somatic tissue, and FSHD-specific variegated DUX4 expression in sporadic muscle nuclei associated with D4Z4 chromatin relaxation. In addition we show that DUX4 is able to activate similar functional gene groups in mouse muscle cells as it does in human muscle cells. These transgenic mice therefore represent a valuable animal model for FSHD and will be a useful resource to study the molecular mechanisms underlying FSHD and to test new therapeutic intervention strategies.


Assuntos
Epigênese Genética/genética , Proteínas de Homeodomínio , Distrofia Muscular Facioescapuloumeral/genética , Sequências Repetitivas de Ácido Nucleico/genética , Animais , Células Cultivadas , Cromatina/genética , Metilação de DNA/genética , Modelos Animais de Doenças , Desenvolvimento Embrionário/genética , Regulação da Expressão Gênica no Desenvolvimento , Células Germinativas/metabolismo , Proteínas de Homeodomínio/genética , Proteínas de Homeodomínio/metabolismo , Humanos , Camundongos , Camundongos Transgênicos , Músculo Esquelético/metabolismo , Distrofia Muscular Facioescapuloumeral/metabolismo
11.
Am J Pathol ; 181(4): 1387-401, 2012 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-22871573

RESUMO

In most cases facioscapulohumeral muscular dystrophy (FSHD) is caused by contraction of the D4Z4 repeat in the 4q subtelomere. This contraction is associated with local chromatin decondensation and derepression of the DUX4 retrogene. Its complex genetic and epigenetic cause and high clinical variability in disease severity complicate investigations on the pathogenic mechanism underlying FSHD. A validated cellular model bypassing the considerable heterogeneity would facilitate mechanistic and therapeutic studies of FSHD. Taking advantage of the high incidence of somatic mosaicism for D4Z4 repeat contraction in de novo FSHD, we have established a clonal myogenic cell model from a mosaic patient. Individual clones are genetically identical except for the size of the D4Z4 repeat array, being either normal or FSHD sized. These clones retain their myogenic characteristics, and D4Z4 contracted clones differ from the noncontracted clones by the bursts of expression of DUX4 in sporadic nuclei, showing that this burst-like phenomenon is a locus-intrinsic feature. Consequently, downstream effects of DUX4 expression can be observed in D4Z4 contracted clones, like differential expression of DUX4 target genes. We also show their participation to in vivo regeneration with immunodeficient mice, further expanding the potential of these clones for mechanistic and therapeutic studies. These cell lines will facilitate pairwise comparisons to identify FSHD-specific differences and are expected to create new opportunities for high-throughput drug screens.


Assuntos
Modelos Biológicos , Mosaicismo , Células Musculares/patologia , Contração Muscular/genética , Distrofia Muscular Facioescapuloumeral/patologia , Distrofia Muscular Facioescapuloumeral/fisiopatologia , Sequências Repetitivas de Ácido Nucleico/genética , Adulto , Animais , Biomarcadores/metabolismo , Diferenciação Celular/genética , Linhagem Celular Transformada , Proliferação de Células , Células Clonais , Eletroforese em Gel de Campo Pulsado , Regulação da Expressão Gênica , Humanos , Camundongos , Pessoa de Meia-Idade , Células Musculares/metabolismo , Desenvolvimento Muscular/genética , Fibras Musculares Esqueléticas/metabolismo , Distrofia Muscular Facioescapuloumeral/genética , Mioblastos/metabolismo , Regeneração/genética , Telômero/genética
12.
J Thorac Oncol ; 7(1): 105-14, 2012 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-22134068

RESUMO

INTRODUCTION: A challenge of cancer therapy is to optimize therapeutical options to individual patients. Cancers with similar histology may show dramatically different responses to therapy, indicating that a refined approach needs to be developed to classify tumors by intrinsic characteristics that may predict response to chemotherapy. Global expression profile-based classification has the potential to identify such tumor-intrinsic subclasses. Pemetrexed effectiveness has been related to the expression of its target thymidylate synthase. The relatively frequent resistance of squamous cell carcinoma to Pemetrexed is correlated with high levels of thymidylate synthase expression. METHODS: A global expression profile-based molecular classification of non-small cell lung cancer (NSCLC) was performed. Gene expression was used to predict Pemetrexed responsiveness. The distinct molecular attributes of NSCLCs predicted likely to be resistant to Pemetrexed were bioinformatically characterized. We tested if routine immunohistochemical markers can be used to distinguish putative Pemetrexed responders, predicted by gene signatures, from nonresponders. RESULTS: Ninety NSCLCs were divided into six subclasses by gene expression signatures. The relevance of this novel phenotyping was linked to other tumor characteristics. Two of the subclasses correlated to putative Pemetrexed resistance. In addition, the identified signature genes characterizing putative Pemetrexed responsiveness predicted therapeutic benefit in a subset of squamous cell carcinoma. CONCLUSIONS: Gene expression signatures can be used to identify NSCLC subgroups and have potential to predict resistance to Pemetrexed therapy. We suggest that a combination of classical pathological markers can be used to identify molecular tumor subclasses associated with predicted Pemetrexed response.


Assuntos
Adenocarcinoma/genética , Antineoplásicos/uso terapêutico , Carcinoma de Células Grandes/genética , Carcinoma Pulmonar de Células não Pequenas/genética , Carcinoma de Células Escamosas/genética , Resistencia a Medicamentos Antineoplásicos , Glutamatos/uso terapêutico , Guanina/análogos & derivados , Neoplasias Pulmonares/genética , Adenocarcinoma/tratamento farmacológico , Adenocarcinoma/metabolismo , Fatores de Transcrição Hélice-Alça-Hélice Básicos/metabolismo , Biomarcadores Tumorais/genética , Biomarcadores Tumorais/metabolismo , Tumor Carcinoide/tratamento farmacológico , Tumor Carcinoide/genética , Tumor Carcinoide/metabolismo , Carcinoma de Células Grandes/tratamento farmacológico , Carcinoma de Células Grandes/metabolismo , Carcinoma Neuroendócrino/tratamento farmacológico , Carcinoma Neuroendócrino/genética , Carcinoma Neuroendócrino/metabolismo , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Carcinoma Pulmonar de Células não Pequenas/metabolismo , Carcinoma de Células Escamosas/tratamento farmacológico , Carcinoma de Células Escamosas/metabolismo , Proteínas de Ciclo Celular/metabolismo , Proteínas de Ligação a DNA/metabolismo , Receptores ErbB/metabolismo , Receptor 1 de Folato/metabolismo , Perfilação da Expressão Gênica , Guanina/uso terapêutico , Humanos , Queratina-5/metabolismo , Neoplasias Pulmonares/tratamento farmacológico , Neoplasias Pulmonares/metabolismo , Análise em Microsséries , Proteínas Associadas aos Microtúbulos/metabolismo , Componente 6 do Complexo de Manutenção de Minicromossomo , Proteínas Associadas à Resistência a Múltiplos Medicamentos/metabolismo , Proteínas Nucleares/metabolismo , Pemetrexede , Proteínas Serina-Treonina Quinases/metabolismo , Proteína Carregadora de Folato Reduzido/metabolismo , Timidilato Sintase/metabolismo , Fatores de Transcrição , Proteína Supressora de Tumor p53/metabolismo
13.
PLoS One ; 5(4): e10312, 2010 Apr 22.
Artigo em Inglês | MEDLINE | ID: mdl-20421987

RESUMO

BACKGROUND: Current clinical therapy of non-small cell lung cancer depends on histo-pathological classification. This approach poorly predicts clinical outcome for individual patients. Gene expression profiling holds promise to improve clinical stratification, thus paving the way for individualized therapy. METHODOLOGY AND PRINCIPAL FINDINGS: A genome-wide gene expression analysis was performed on a cohort of 91 patients. We used 91 tumor- and 65 adjacent normal lung tissue samples. We defined sets of predictor genes (probe sets) with the expression profiles. The power of predictor genes was evaluated using an independent cohort of 96 non-small cell lung cancer- and 6 normal lung samples. We identified a tumor signature of 5 genes that aggregates the 156 tumor and normal samples into the expected groups. We also identified a histology signature of 75 genes, which classifies the samples in the major histological subtypes of non-small cell lung cancer. Correlation analysis identified 17 genes which showed the best association with post-surgery survival time. This signature was used for stratification of all patients in two risk groups. Kaplan-Meier survival curves show that the two groups display a significant difference in post-surgery survival time (p = 5.6E-6). The performance of the signatures was validated using a patient cohort of similar size (Duke University, n = 96). Compared to previously published prognostic signatures for NSCLC, the 17 gene signature performed well on these two cohorts. CONCLUSIONS: The gene signatures identified are promising tools for histo-pathological classification of non-small cell lung cancer, and may improve the prediction of clinical outcome.


Assuntos
Carcinoma Pulmonar de Células não Pequenas/genética , Perfilação da Expressão Gênica , Genes Neoplásicos , Valor Preditivo dos Testes , Idoso , Carcinoma Pulmonar de Células não Pequenas/classificação , Carcinoma Pulmonar de Células não Pequenas/diagnóstico , Carcinoma Pulmonar de Células não Pequenas/mortalidade , Estudos de Casos e Controles , Feminino , Regulação Neoplásica da Expressão Gênica , Humanos , Estimativa de Kaplan-Meier , Masculino , Pessoa de Meia-Idade , Redes Neurais de Computação , Medicina de Precisão/métodos , Prognóstico , RNA Neoplásico/análise , Taxa de Sobrevida
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