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An integrated software system for analyzing ChIP-chip and ChIP-seq data

delete2008-11-02
delete684
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OA
AI
H
Hongkai Ji
H
Hui Jiang
W
Wenxiu Ma
D
David S. Johnson
R
R Myers
W
Wing Hung Wong *
DOI:10.1038/nbt.1505delete
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摘要

摘要

En 中文
We present CisGenome, a software system for analyzing genome-wide chromatin immunoprecipitation (hIP) data. CisGenome is designed to meet all basic needs of ChIP data analyses, including visualization, data normalization, peak detection, false discovery rate computation, gene-peak association, and sequence and motif analysis. In addition to implementing previously published ChIP-microarray (ChIP-chip) analysis methods, the software contains statistical methods designed specifically for ChlP sequencing (ChIP-seq) data obtained by coupling ChIP with massively parallel sequencing. The modular design of CisGenome enables it to support interactive analyses through a graphic user interface as well as customized batch-mode computation for advanced data mining. A built-in browser allows visualization of array images, signals, gene structure, conservation, and DNA sequence and motif information. We demonstrate the use of these tools by a comparative analysis of ChIP-chip and ChIP-seq data for the transcription factor NRSF/REST, a study of ChIP-seq analysis with or without a negative control sample, and an analysis of a new motif in Nanog- and Sox2-binding regions.
Keyword:
EMBRYONIC STEM-CELLS
TRANSCRIPTIONAL REGULATORY CIRCUITRY
FACTOR-BINDING SITES
GENOME-WIDE ANALYSIS
MODEL-BASED ANALYSIS
CHROMATIN-IMMUNOPRECIPITATION
IN-VIVO
DNA-BINDING
PROTEIN
ARRAYS
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期刊

Nature Biotechnology 封面图
Nature Biotechnology
IF:
41.7
论文数:
1.2W
被引数:
10.1W

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S
Stanford University
学者数:
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论文数: 8.2W
被引数: 17.0W
J
Johns Hopkins University
学者数:
10.2W
论文数: 8.8W
被引数: 13.0W
J
johns hopkins bloomberg school of public health
学者数:
1.7W
论文数: 1.4W
被引数: 18
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