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Dissecting the genomic activity of a transcriptional regulator by the integrative analysis of omics data
- Source :
- Scientific Reports, Vol 7, Iss 1, Pp 1-13 (2017), Scientific Reports
- Publication Year :
- 2017
- Publisher :
- Nature Portfolio, 2017.
-
Abstract
- In the study of genomic regulation, strategies to integrate the data produced by Next Generation Sequencing (NGS)-based technologies in a meaningful ensemble are eagerly awaited and must continuously evolve. Here, we describe an integrative strategy for the analysis of data generated by chromatin immunoprecipitation followed by NGS which combines algorithms for data overlap, normalization and epigenetic state analysis. The performance of our strategy is illustrated by presenting the analysis of data relative to the transcriptional regulator Estrogen Receptor alpha (ERα) in MCF-7 breast cancer cells and of Glucocorticoid Receptor (GR) in A549 lung cancer cells. We went through the definition of reference cistromes for different experimental contexts, the integration of data relative to co-regulators and the overlay of chromatin states as defined by epigenetic marks in MCF-7 cells. With our strategy, we identified novel features of estrogen-independent ERα activity, including FoxM1 interaction, eRNAs transcription and a peculiar ontology of connected genes.
- Subjects :
- 0301 basic medicine
Chromatin Immunoprecipitation
Science
Genomics
Computational biology
Biology
Article
03 medical and health sciences
Receptors, Glucocorticoid
Neoplasms
Transcriptional regulation
Humans
Epigenetics
Genetics
Regulation of gene expression
Multidisciplinary
Forkhead Box Protein M1
Estrogen Receptor alpha
High-Throughput Nucleotide Sequencing
Chromatin
Gene Expression Regulation, Neoplastic
030104 developmental biology
A549 Cells
MCF-7 Cells
FOXM1
Medicine
Estrogen receptor alpha
Chromatin immunoprecipitation
Subjects
Details
- Language :
- English
- ISSN :
- 20452322
- Volume :
- 7
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- Scientific Reports
- Accession number :
- edsair.doi.dedup.....c56906d1a4779b299a8d7450ff4c29ed