DocumentCode
1772889
Title
A dynamic programming algorithm for nucleosome positions alignment
Author
Yiru Zhang ; Changchang Cao ; Hongde Liu ; Xiao Sun
Author_Institution
Sch. of Biol. Sci. & Med. Eng., Southeast Univ., Nanjing, China
fYear
2014
fDate
24-27 Oct. 2014
Firstpage
7
Lastpage
10
Abstract
Nucleosomes are the basic units of eukaryotic chromatin. The nucleosome positioning is dynamic for various cell types and biological states, resulting in specific gene regulation. Currently, there is no approach to find the correspondence between two sets of nucleosomes to reveal the difference of their positions. We develop a method for nucleosome positions alignment based on the dynamic programming algorithm, which can quantify the changes in nucleosome locations with scores and evaluate regional dynamics changes including translation and missing. Given the result of a peak list stands for nucleosome positions, to align the peaks from two samples, our method accumulate all pair scores for match, replacement or deletion and choose the maximum one as the optimal alignment. From nucleosome alignment we can find one-by-one correspondence between nucleosome positions in different cell stages and the conservative stable and variable regions, which can be used to recognize dynamic behaviors of nucleosome shift and eviction.
Keywords
DNA; cellular biophysics; dynamic programming; genetics; molecular biophysics; biological states; cell-type dynamics; dynamic programming algorithm; eukaryotic chromatin; nucleosome position alignment; specific gene regulation; Bioinformatics; Biological information theory; DNA; Genomics; Polymers; Sun; dynamic programming algorithm; nucleosome positioning; transcription regulation;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems Biology (ISB), 2014 8th International Conference on
Conference_Location
Qingdao
Type
conf
DOI
10.1109/ISB.2014.6990422
Filename
6990422
Link To Document