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1.
Bioinformatics ; 35(4): 674-676, 2019 02 15.
Artículo en Inglés | MEDLINE | ID: mdl-30052804

RESUMEN

SUMMARY: In recent years, major initiatives such as the International Human Epigenome Consortium have generated thousands of high-quality genome-wide datasets for a large variety of assays and cell types. This data can be used as a reference to assess whether the signal from a user-provided dataset corresponds to its expected experiment, as well as to help reveal unexpected biological associations. We have developed the epiGenomic Efficient Correlator (epiGeEC) tool to enable genome-wide comparisons of very large numbers of datasets. A public Galaxy implementation of epiGeEC allows comparison of user datasets with thousands of public datasets in a few minutes. AVAILABILITY AND IMPLEMENTATION: The source code is available at https://bitbucket.org/labjacquespe/epigeec and the Galaxy implementation at http://epigeec.genap.ca. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Asunto(s)
Epigenómica , Programas Informáticos , Animales , Biología Computacional , Conjuntos de Datos como Asunto , Genoma , Humanos , Ratones
2.
Nucleic Acids Res ; 43(20): 9742-56, 2015 Nov 16.
Artículo en Inglés | MEDLINE | ID: mdl-26319018

RESUMEN

Gene regulatory programs in different cell types are largely defined through cell-specific enhancers activity. The histone variant H2A.Z has been shown to play important roles in transcription mainly by controlling proximal promoters, but its effect on enhancer functions remains unclear. Here, we demonstrate by genome-wide approaches that H2A.Z is present at a subset of active enhancers bound by the estrogen receptor alpha (ERα). We also determine that H2A.Z does not influence the local nucleosome positioning around ERα enhancers using ChIP sequencing at nucleosomal resolution and unsupervised pattern discovery. We further highlight that H2A.Z-enriched enhancers are associated with chromatin accessibility, H3K122ac enrichment and hypomethylated DNA. Moreover, upon estrogen stimulation, the enhancers occupied by H2A.Z produce enhancer RNAs (eRNAs), and recruit RNA polymerase II as well as RAD21, a member of the cohesin complex involved in chromatin interactions between enhancers and promoters. Importantly, their recruitment and eRNAs production are abolished by H2A.Z depletion, thereby revealing a novel functional link between H2A.Z occupancy and enhancer activity. Taken together, our findings suggest that H2A.Z acts as an important player for enhancer functions by establishing and maintaining a chromatin environment required for RNA polymerase II recruitment, eRNAs transcription and enhancer-promoters interactions, all essential attributes of enhancer activity.


Asunto(s)
Elementos de Facilitación Genéticos , Histonas/metabolismo , Activación Transcripcional , Proteínas de Ciclo Celular/metabolismo , Cromatina/metabolismo , Proteínas Cromosómicas no Histona/metabolismo , Metilación de ADN , Estradiol/farmacología , Receptor alfa de Estrógeno/metabolismo , Genómica , Código de Histonas , Células MCF-7 , Nucleosomas/metabolismo , ARN Polimerasa II/metabolismo , Cohesinas
3.
Nucleic Acids Res ; 42(Web Server issue): W485-93, 2014 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-24753414

RESUMEN

The analysis of genomic data such as ChIP-Seq usually involves representing the signal intensity level over genes or other genetic features. This is often illustrated as a curve (representing the aggregate profile of a group of genes) or as a heatmap (representing individual genes). However, no specific resource dedicated to easily generating such profiles is currently available. We therefore built the versatile aggregate profiler (VAP), designed to be used by experimental and computational biologists to generate profiles of genomic datasets over groups of regions of interest, using either an absolute or a relative method. Graphical representation of the results is automatically generated, and subgrouping can be performed easily, based on the orientation of the flanking annotations. The outputs include statistical measures to facilitate comparisons between groups or datasets. We show that, through its intuitive design and flexibility, VAP can help avoid misinterpretations of genomics data. VAP is highly efficient and designed to run on laptop computers by using a memory footprint control, but can also be easily compiled and run on servers. VAP is accessible at http://lab-jacques.recherche.usherbrooke.ca/vap/.


Asunto(s)
Genómica/métodos , Programas Informáticos , Internet
4.
EMBO J ; 30(19): 3947-61, 2011 Aug 12.
Artículo en Inglés | MEDLINE | ID: mdl-21841772

RESUMEN

Chromatin represents a repressive barrier to the process of ligand-dependent transcriptional activity of nuclear receptors. Here, we show that H3K27 methylation imposes ligand-dependent regulation of the oestrogen receptor α (ERα)-dependent apoptotic response via Bcl-2 in breast cancer cells. The activation of BCL2 transcription is dependent on the simultaneous inactivation of the H3K27 methyltransferase, EZH2, and the demethylation of H3K27 at a poised enhancer by the ERα-dependent recruitment of JMJD3 in hormone-dependent breast cancer cells. We also provide evidence that this pathway is modified in cells resistant to anti-oestrogen (AE), which constitutively express BCL2. We show that the lack of H3K27 methylation at BCL2 regulatory elements due to the inactivation of EZH2 by the HER2 pathway leads to this constitutive activation of BCL2 in these AE-resistant cells. Our results describe a mechanism in which the epigenetic state of chromatin affects ligand dependency during ERα-regulated gene expression.


Asunto(s)
Apoptosis , Receptor alfa de Estrógeno/metabolismo , Histona Demetilasas con Dominio de Jumonji/metabolismo , Proteínas Proto-Oncogénicas c-bcl-2/metabolismo , Neoplasias de la Mama/metabolismo , Línea Celular Tumoral , Proliferación Celular , Cromatina/metabolismo , Metilación de ADN , Elementos de Facilitación Genéticos , Femenino , Regulación Neoplásica de la Expresión Génica , Glutatión Transferasa/metabolismo , Humanos , Ligandos , Modelos Biológicos
5.
Bioinformatics ; 29(15): 1893-4, 2013 Aug 01.
Artículo en Inglés | MEDLINE | ID: mdl-23736531

RESUMEN

MOTIVATION: The development of computational tools to enable testing and analysis of high-throughput-sequencing data is essential to modern genomics research. However, although multiple frameworks have been developed to facilitate access to these tools, comparatively little effort has been made at implementing low-level programming libraries to increase the speed and ease of their development. RESULTS: We propose NGS++, a programming library in C++11 specialized in manipulating both next-generation sequencing (NGS) datasets and genomic information files. This library allows easy integration of new formats and rapid prototyping of new functionalities with a focus on the analysis of genomic regions and features. It offers a powerful, yet versatile and easily extensible interface to read, write and manipulate multiple genomic file formats. By standardizing the internal data structures and presenting a common interface to the data parser, NGS++ offers an effective framework for epigenomics tool development. AVAILABILITY: NGS++ was written in C++ using the C++11 standard. It requires minimal efforts to build and is well-documented via a complete docXygen guide, online documentation and tutorials. Source code, tests, code examples and documentation are available via the website at http://www.ngsplusplus.ca and the github repository at https://github.com/NGS-lib/NGSplusplus. CONTACT: nicolas.gevry@usherbrooke.ca or arnaud.droit@crchuq.ulaval.ca.


Asunto(s)
Epigenómica/métodos , Secuenciación de Nucleótidos de Alto Rendimiento , Programas Informáticos
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