DocumentCode :
2131256
Title :
Peak detection of histone modifications based on ChIP-seq data in human genome
Author :
Haiying Zheng ; Liping Zhang ; Changgui Linghu ; Juhua Zhang
Author_Institution :
Dept. Sch. of Life Sci., Beijing Inst. of Technol., Beijing, China
fYear :
2012
fDate :
16-18 Oct. 2012
Firstpage :
898
Lastpage :
901
Abstract :
Histone modifications include histone methylation, acetylation, phosphorylation, and so on. Variable combinations of modifications types, the appearance time, and the position, are of great biological significances. These important epigenetic marks can be regarded as “Histone code”. Histone-DNA interactions can determine the cells´ gene expression level. Sequencing data measured by ChIP-Seq experiments carry great challenge for researchers in forecasting or positioning the true binding site called “Peak”. Peak detection is the basis of other further studies. In this paper we present a stable algorithm to detect the histone-DNA biding site. Using signal processing method for reference, we designed a five-step algorithm to achieve peak detection. Genome wide maps of 38 histone modifications were drawn by our algorithm. By changing the main parameters, we achieved the best results. Those modification maps could be used in analyzing the combinational pattern of modifications or the relationship between epigenetic marks and diseases.
Keywords :
DNA; bioinformatics; genomics; molecular configurations; ChIP-Seq experiments; ChIP-seq data; cellular gene expression level; epigenetic marks; histone acetylation; histone code; histone methylation; histone modification peak detection; histone phosphorylation; histone-DNA biding site; histone-DNA interactions; human genome; modification appearance time; modification position; modification type; sequencing data; signal processing method; ChIP-seq; histone modification; peak detection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biomedical Engineering and Informatics (BMEI), 2012 5th International Conference on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4673-1183-0
Type :
conf
DOI :
10.1109/BMEI.2012.6512920
Filename :
6512920
Link To Document :
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