CpGmotifs : a tool to discover DNA motifs associated to CpG methylation events

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Pysyväisosoite

http://hdl.handle.net/10138/332508

Lähdeviite

Scala , G , Federico , A & Greco , D 2021 , ' CpGmotifs : a tool to discover DNA motifs associated to CpG methylation events ' , BMC Bioinformatics , vol. 22 , no. 1 , 278 . https://doi.org/10.1186/s12859-021-04191-8

Julkaisun nimi: CpGmotifs : a tool to discover DNA motifs associated to CpG methylation events
Tekijä: Scala, Giovanni; Federico, Antonio; Greco, Dario
Tekijän organisaatio: Institute of Biotechnology
Päiväys: 2021-05-26
Kieli: eng
Sivumäärä: 10
Kuuluu julkaisusarjaan: BMC Bioinformatics
ISSN: 1471-2105
DOI-tunniste: https://doi.org/10.1186/s12859-021-04191-8
URI: http://hdl.handle.net/10138/332508
Tiivistelmä: BackgroundThe investigation of molecular alterations associated with the conservation and variation of DNA methylation in eukaryotes is gaining interest in the biomedical research community. Among the different determinants of methylation stability, the DNA composition of the CpG surrounding regions has been shown to have a crucial role in the maintenance and establishment of methylation statuses. This aspect has been previously characterized in a quantitative manner by inspecting the nucleotidic composition in the region. Research in this field still lacks a qualitative perspective, linked to the identification of certain sequences (or DNA motifs) related to particular DNA methylation phenomena.ResultsHere we present a novel computational strategy based on short DNA motif discovery in order to characterize sequence patterns related to aberrant CpG methylation events. We provide our framework as a user-friendly, shiny-based application, CpGmotifs, to easily retrieve and characterize DNA patterns related to CpG methylation in the human genome. Our tool supports the functional interpretation of deregulated methylation events by predicting transcription factors binding sites (TFBS) encompassing the identified motifs.ConclusionsCpGmotifs is an open source software. Its source code is available on GitHub https://github.com/Greco-Lab/CpGmotifs and a ready-to-use docker image is provided on DockerHub at https://hub.docker.com/r/grecolab/cpgmotifs.
Avainsanat: DNA methylation
DNA motifs
DNA methylation signature
Transcription factors
R-Shiny
1182 Biochemistry, cell and molecular biology
Vertaisarvioitu: Kyllä
Tekijänoikeustiedot: cc_by
Pääsyrajoitteet: openAccess
Rinnakkaistallennettu versio: publishedVersion


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