Epigenomic k-mer dictionaries: shedding light on how sequence composition influences in vivo nucleosome positioning
Author(s) -
Raffaele Giancarlo,
Simona E. Rombo,
Filippo Utro
Publication year - 2015
Publication title -
bioinformatics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 3.599
H-Index - 390
eISSN - 1367-4811
pISSN - 1367-4803
DOI - 10.1093/bioinformatics/btv295
Subject(s) - nucleosome , epigenomics , chromatin , computational biology , composition (language) , biology , r package , computer science , k mer , variety (cybernetics) , dna sequencing , evolutionary biology , genetics , dna , artificial intelligence , gene , dna methylation , linguistics , gene expression , philosophy , computational science
Information-theoretic and compositional analysis of biological sequences, in terms of k-mer dictionaries, has a well established role in genomic and proteomic studies. Much less so in epigenomics, although the role of k-mers in chromatin organization and nucleosome positioning is particularly relevant. Fundamental questions concerning the informational content and compositional structure of nucleosome favouring and disfavoring sequences with respect to their basic building blocks still remain open.
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