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1.
Genome Res ; 20(8): 1037-51, 2010 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-20551221

RESUMEN

The liver and pancreas share a common origin and coexpress several transcription factors. To gain insight into the transcriptional networks regulating the function of these tissues, we globally identify binding sites for FOXA2 in adult mouse islets and liver, PDX1 in islets, and HNF4A in liver. Because most eukaryotic transcription factors bind thousands of loci, many of which are thought to be inactive, methods that can discriminate functionally active binding events are essential for the interpretation of genome-wide transcription factor binding data. To develop such a method, we also generated genome-wide H3K4me1 and H3K4me3 localization data in these tissues. By analyzing our binding and histone methylation data in combination with comprehensive gene expression data, we show that H3K4me1 enrichment profiles discriminate transcription factor occupied loci into three classes: those that are functionally active, those that are poised for activation, and those that reflect pioneer-like transcription factor activity. Furthermore, we demonstrate that the regulated presence of H3K4me1-marked nucleosomes at transcription factor occupied promoters and enhancers controls their activity, implicating both tissue-specific transcription factor binding and nucleosome remodeling complex recruitment in determining tissue-specific gene expression. Finally, we apply these approaches to generate novel insights into how FOXA2, PDX1, and HNF4A cooperate to drive islet- and liver-specific gene expression.


Asunto(s)
Sitios Genéticos , Factor Nuclear 3-beta del Hepatocito/genética , Factor Nuclear 4 del Hepatocito/genética , Histonas/genética , Proteínas de Homeodominio/genética , Islotes Pancreáticos/metabolismo , Hígado/metabolismo , Nucleosomas/genética , Transactivadores/genética , Animales , Secuencia de Bases , Sitios de Unión , Perfilación de la Expresión Génica , Factor Nuclear 3-beta del Hepatocito/metabolismo , Factor Nuclear 4 del Hepatocito/metabolismo , Histonas/metabolismo , Proteínas de Homeodominio/metabolismo , Ratones , Datos de Secuencia Molecular , Nucleosomas/metabolismo , Secuencias Reguladoras de Ácidos Nucleicos , Transactivadores/metabolismo
2.
Nat Methods ; 7(11): 909-12, 2010 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-20935650

RESUMEN

We describe Trans-ABySS, a de novo short-read transcriptome assembly and analysis pipeline that addresses variation in local read densities by assembling read substrings with varying stringencies and then merging the resulting contigs before analysis. Analyzing 7.4 gigabases of 50-base-pair paired-end Illumina reads from an adult mouse liver poly(A) RNA library, we identified known, new and alternative structures in expressed transcripts, and achieved high sensitivity and specificity relative to reference-based assembly methods.


Asunto(s)
Biología Computacional/métodos , Perfilación de la Expresión Génica , Análisis de Secuencia de ADN/métodos , Animales , Ratones
3.
Epigenomics ; 12(12): 1053-1070, 2020 06.
Artículo en Inglés | MEDLINE | ID: mdl-32677466

RESUMEN

Aim: To provide a comprehensive understanding of gene regulatory networks in the developing human brain and a foundation for interpreting pathogenic deregulation. Materials & methods: We generated reference epigenomes and transcriptomes of dissected brain regions and primary neural progenitor cells (NPCs) derived from cortical and ganglionic eminence tissues of four normal human fetuses. Results: Integration of these data across developmental stages revealed a directional increase in active regulatory states, transcription factor activities and gene transcription with developmental stage. Consistent with differences in their biology, NPCs derived from cortical and ganglionic eminence regions contained common, region specific, and gestational week specific regulatory states. Conclusion: We provide a high-resolution regulatory network for NPCs from different brain regions as a comprehensive reference for future studies.


Asunto(s)
Encéfalo/embriología , Epigénesis Genética , Regulación del Desarrollo de la Expresión Génica , Epigenoma , Femenino , Feto , Humanos , Células-Madre Neurales , Embarazo , Transcriptoma , Gemelos
4.
Nat Commun ; 6: 6351, 2015 Feb 18.
Artículo en Inglés | MEDLINE | ID: mdl-25690954

RESUMEN

While significant effort has been dedicated to the characterization of epigenetic changes associated with prenatal differentiation, relatively little is known about the epigenetic changes that accompany post-natal differentiation where fully functional differentiated cell types with limited lifespans arise. Here we sought to address this gap by generating epigenomic and transcriptional profiles from primary human breast cell types isolated from disease-free human subjects. From these data we define a comprehensive human breast transcriptional network, including a set of myoepithelial- and luminal epithelial-specific intronic retention events. Intersection of epigenetic states with RNA expression from distinct breast epithelium lineages demonstrates that mCpG provides a stable record of exonic and intronic usage, whereas H3K36me3 is dynamic. We find a striking asymmetry in epigenomic reprogramming between luminal and myoepithelial cell types, with the genomes of luminal cells harbouring more than twice the number of hypomethylated enhancer elements compared with myoepithelial cells.


Asunto(s)
Mama/metabolismo , Epigénesis Genética , Regulación de la Expresión Génica , Mama/citología , Ciclo Celular , Diferenciación Celular , Separación Celular , Cromatina/química , Inmunoprecipitación de Cromatina , Islas de CpG , Epigenómica , Células Epiteliales/citología , Exones , Femenino , Citometría de Flujo , Genoma Humano , Histonas/química , Humanos , Intrones , Cariotipificación , MicroARNs/metabolismo , Análisis de Secuencia de ARN , Transcripción Genética
5.
Nat Genet ; 45(7): 836-41, 2013 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-23708189

RESUMEN

Transposable element (TE)-derived sequences comprise half of the human genome and DNA methylome and are presumed to be densely methylated and inactive. Examination of genome-wide DNA methylation status within 928 TE subfamilies in human embryonic and adult tissues identified unexpected tissue-specific and subfamily-specific hypomethylation signatures. Genes proximal to tissue-specific hypomethylated TE sequences were enriched for functions important for the relevant tissue type, and their expression correlated strongly with hypomethylation within the TEs. When hypomethylated, these TE sequences gained tissue-specific enhancer marks, including monomethylation of histone H3 at lysine 4 (H3K4me1) and occupancy by p300, and a majority exhibited enhancer activity in reporter gene assays. Many such TEs also harbored binding sites for transcription factors that are important for tissue-specific functions and showed evidence of evolutionary selection. These data suggest that sequences derived from TEs may be responsible for wiring tissue type-specific regulatory networks and may have acquired tissue-specific epigenetic regulation.


Asunto(s)
Metilación de ADN , Elementos Transponibles de ADN/genética , Elementos de Facilitación Genéticos/genética , Familia de Multigenes/genética , Adulto , Sitios de Unión/genética , Células Cultivadas , Mapeo Cromosómico , Embrión de Mamíferos , Epigénesis Genética , Genoma Humano , Histonas/genética , Histonas/metabolismo , Humanos , Especificidad de Órganos/genética
6.
Nat Genet ; 45(3): 279-84, 2013 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-23334666

RESUMEN

Neuroblastoma is a malignancy of the developing sympathetic nervous system that often presents with widespread metastatic disease, resulting in survival rates of less than 50%. To determine the spectrum of somatic mutation in high-risk neuroblastoma, we studied 240 affected individuals (cases) using a combination of whole-exome, genome and transcriptome sequencing as part of the Therapeutically Applicable Research to Generate Effective Treatments (TARGET) initiative. Here we report a low median exonic mutation frequency of 0.60 per Mb (0.48 nonsilent) and notably few recurrently mutated genes in these tumors. Genes with significant somatic mutation frequencies included ALK (9.2% of cases), PTPN11 (2.9%), ATRX (2.5%, and an additional 7.1% had focal deletions), MYCN (1.7%, causing a recurrent p.Pro44Leu alteration) and NRAS (0.83%). Rare, potentially pathogenic germline variants were significantly enriched in ALK, CHEK2, PINK1 and BARD1. The relative paucity of recurrent somatic mutations in neuroblastoma challenges current therapeutic strategies that rely on frequently altered oncogenic drivers.


Asunto(s)
Exoma , Mutación , Neuroblastoma , Línea Celular Tumoral , Predisposición Genética a la Enfermedad , Genoma Humano , Humanos , Neuroblastoma/genética , Neuroblastoma/fisiopatología , Polimorfismo de Nucleótido Simple , Análisis de Secuencia de ADN , Transcriptoma
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