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1.
Nature ; 555(7697): 469-474, 2018 03 22.
Artigo em Inglês | MEDLINE | ID: mdl-29539639

RESUMO

Accurate pathological diagnosis is crucial for optimal management of patients with cancer. For the approximately 100 known tumour types of the central nervous system, standardization of the diagnostic process has been shown to be particularly challenging-with substantial inter-observer variability in the histopathological diagnosis of many tumour types. Here we present a comprehensive approach for the DNA methylation-based classification of central nervous system tumours across all entities and age groups, and demonstrate its application in a routine diagnostic setting. We show that the availability of this method may have a substantial impact on diagnostic precision compared to standard methods, resulting in a change of diagnosis in up to 12% of prospective cases. For broader accessibility, we have designed a free online classifier tool, the use of which does not require any additional onsite data processing. Our results provide a blueprint for the generation of machine-learning-based tumour classifiers across other cancer entities, with the potential to fundamentally transform tumour pathology.


Assuntos
Neoplasias do Sistema Nervoso Central/diagnóstico , Neoplasias do Sistema Nervoso Central/genética , Metilação de DNA , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Neoplasias do Sistema Nervoso Central/classificação , Neoplasias do Sistema Nervoso Central/patologia , Criança , Pré-Escolar , Estudos de Coortes , Feminino , Humanos , Lactente , Masculino , Pessoa de Meia-Idade , Reprodutibilidade dos Testes , Aprendizado de Máquina não Supervisionado , Adulto Jovem
3.
Methods Mol Biol ; 606: 439-55, 2010.
Artigo em Inglês | MEDLINE | ID: mdl-20013414

RESUMO

By monitoring the efficiency of fluorescence resonance energy transfer of dyes attached to the different strands of siRNA, the structural integrity of the latter can be traced inside cells. Here, the experimental details of dye-labeled siRNA construction, tissue culture, and transfection with liposomally formulated siRNAs are given, as well as the conditions for confocal microscopy and an algorithm allowing the visualization of intact siRNA after image data treatment. The method allows rapid screening of different liposomal siRNA formulations, obtained by small scale dual asymmetric centrifugation with high entrapping efficiency.


Assuntos
Transferência Ressonante de Energia de Fluorescência/métodos , Lipossomos , RNA Interferente Pequeno/administração & dosagem , RNA Interferente Pequeno/análise , Animais , Linhagem Celular , Células Endoteliais/citologia , Transferência Ressonante de Energia de Fluorescência/economia , Corantes Fluorescentes/análise , Humanos , Lipossomos/química , Microinjeções , Ratos , Fixação de Tecidos , Transfecção
4.
Nucleic Acids Res ; 35(18): e124, 2007.
Artigo em Inglês | MEDLINE | ID: mdl-17890733

RESUMO

Techniques for investigation of exogenous small interfering RNA (siRNA) after penetration of the cell are of substantial interest to the development of efficient transfection methods as well as to potential medical formulations of siRNA. A FRET-based visualization method including the commonplace dye labels fluorescein and tetramethylrhodamin (TMR) on opposing strands of siRNA was found compatible with RNA interference (RNAi). Investigation of spectral properties of three labelled siRNAs with differential FRET efficiencies in the cuvette, including pH dependence and FRET efficiency in lipophilic environments, identified the ratio of red and green fluorescence (R/G-ratio) as a sensitive parameter, which reliably identifies samples containing >90% un-degraded siRNA. Spectral imaging of siRNAs microinjected into cells showed emission spectra indistinguishable from those measured in the cuvette. These were used to establish a calibration curve for assessing the degradation state of siRNA in volume elements inside cells. An algorithm, applied to fluorescence images recorded in standard green and red fluorescence channels, produces R/G-ratio images of high spatial resolution, identifying volume elements in the cell with high populations of intact siRNA with high fidelity. To demonstrate the usefulness of this technique, the movement of intact siRNA molecules are observed after introduction into the cytosol by microinjection, standard transfection and lipofection with liposomes.


Assuntos
Transferência Ressonante de Energia de Fluorescência , Microscopia de Fluorescência , Interferência de RNA , RNA Interferente Pequeno/química , Algoritmos , Animais , Linhagem Celular , Fluoresceína/química , Corantes Fluorescentes/química , Lipídeos , Microinjeções , Microscopia Confocal , Estabilidade de RNA , RNA Interferente Pequeno/administração & dosagem , RNA Interferente Pequeno/análise , Ratos , Rodaminas/química , Transfecção
5.
J Virol ; 80(22): 11040-54, 2006 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-16956943

RESUMO

Common features of parvovirus capsids are open pores at the fivefold symmetry axes that traverse the virion shell. Upon limited heat treatment in vitro, the pores can function as portals to externalize VP1/VP2 protein N-terminal sequences which harbor infection-relevant functional domains, such as a phospholipase A(2) catalytic domain. Here we show that adeno-associated virus type 2 (AAV2) also exposes its VP1/VP2 N termini in vivo during infection, presumably in the endosomal compartment. This conformational change is influenced by treatment with lysosomotropic reagents. While incubation of cells with bafilomycin A1 reduced exposure of VP1/VP2 N termini, incubation with chloroquine stimulated externalization transiently. N-terminally located basic amino acid clusters with nuclear localization activity also become exposed in this process and are accessible on the virus capsid when it enters the cytoplasm. This is an obligatory step in AAV2 infection. However, a direct role of these sequences in nuclear translocation of viral capsids could not be determined by microinjection of wild-type or mutant viruses. This suggests that further modifications of the capsid have to take place in a precytoplasmic entry step that prepares the virus for nuclear entry. Microinjection of several capsid-specific antibodies into the cell nucleus blocked AAV2 infection completely, supporting the conclusion that AAV2 capsids bring the infectious genome into the nucleus.


Assuntos
Proteínas do Capsídeo/metabolismo , Dependovirus/fisiologia , Sinais de Localização Nuclear/metabolismo , Proteínas do Capsídeo/química , Linhagem Celular , Núcleo Celular/virologia , Cloroquina , Citoplasma/virologia , Endossomos/efeitos dos fármacos , Humanos , Macrolídeos , Conformação Proteica , Estrutura Terciária de Proteína , Internalização do Vírus
6.
Exp Cell Res ; 312(12): 2379-93, 2006 Jul 15.
Artigo em Inglês | MEDLINE | ID: mdl-16730001

RESUMO

Over the past several years, it has become clear that the Rho family of GTPases plays an important role in various aspects of neuronal development including cytoskeleton dynamics and cell adhesion processes. We have analysed the role of MEGAP, a GTPase-activating protein that acts towards Rac1 and Cdc42 in vitro and in vivo, with respect to its putative regulation of cytoskeleton dynamics and cell migration. To investigate the effects of MEGAP on these cellular processes, we have established an inducible cell culture model consisting of a stably transfected neuroblastoma SHSY-5Y cell line that endogenously expresses MEGAP albeit at low levels. We can show that the induced expression of MEGAP leads to the loss of filopodia and lamellipodia protrusions, whereas constitutively activated Rac1 and Cdc42 can rescue the formation of these structures. We have also established quantitative assays for evaluating actin dynamics and cellular migration. By time-lapse microscopy, we show that induced MEGAP expression reduces cell migration by 3.8-fold and protrusion formation by 9-fold. MEGAP expressing cells also showed impeded microtubule dynamics as demonstrated in the TC-7 3x-GFP epithelial kidney cells. In contrast to the wild type, overexpression of MEGAP harbouring an artificially introduced missense mutation R542I within the functionally important GAP domain did not exert a visible effect on actin and microtubule cytoskeleton remodelling. These data suggest that MEGAP negatively regulates cell migration by perturbing the actin and microtubule cytoskeleton and by hindering the formation of focal complexes.


Assuntos
Actinas/metabolismo , Movimento Celular/genética , Adesões Focais/genética , Proteínas Ativadoras de GTPase/genética , Microtúbulos/metabolismo , Linhagem Celular Tumoral , Forma Celular/genética , Extensões da Superfície Celular/genética , Doxiciclina/farmacologia , Proteínas Ativadoras de GTPase/metabolismo , Proteínas Ativadoras de GTPase/fisiologia , Expressão Gênica/efeitos dos fármacos , Guanosina Trifosfato/metabolismo , Humanos , Proteínas Repressoras/genética , Transdução de Sinais/genética , Transfecção , Proteína cdc42 de Ligação ao GTP/genética , Proteína cdc42 de Ligação ao GTP/metabolismo , Proteínas rac1 de Ligação ao GTP/genética , Proteínas rac1 de Ligação ao GTP/metabolismo , Proteína rhoA de Ligação ao GTP/metabolismo
7.
Int J Dev Biol ; 46(3): 309-16, 2002 May.
Artigo em Inglês | MEDLINE | ID: mdl-12068952

RESUMO

The intracellular localisation and mobility of exogenous DNA introduced into Xenopus laevis oocytes is largely unknown. In this paper, we report a new technique to investigate the cytoplasmic/nuclear transport of a random pool of linear, double-stranded, oligomeric DNA of 147 bp in length. We chose a combinatorial approach which made use of repetitive rounds of selection and amplification to search for new cis elements mediating nuclear import or retention. A new PCR-based methodology was established to reliably detect exogenous DNA in subcellular and total extracts prepared from Xenopus laevis oocytes. Studies in vivo and with cellular extracts indicate the presence of a highly efficient nuclease activity in the nuclear compartment. The described combinatorial approach constitutes a promising tool for the isolation of novel DNA cis elements which may play an important role in the nuclear internalisation and retention of exogenous DNA in Xenopus laevis oocytes.


Assuntos
DNA/genética , Oócitos/fisiologia , Plasmídeos , Xenopus laevis/genética , Animais , Animais Geneticamente Modificados , Sequência de Bases , Núcleo Celular/genética , Citoplasma/genética , Primers do DNA , Feminino , Reação em Cadeia da Polimerase/métodos
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