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MethMotif: an integrative cell specific database of transcription factor binding motifs coupled with DNA methylation profiles

Several recent studies have portrayed DNA methylation as a new player in the recruitment of transcription factors (TF) within chromatin, highlighting a need to connect TF binding sites (TFBS) with their respective DNA methylation profiles. However, current TFBS databases are restricted to DNA bindin...

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Autores principales: Xuan Lin, Quy Xiao, Sian, Stephanie, An, Omer, Thieffry, Denis, Jha, Sudhakar, Benoukraf, Touati
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6323897/
https://www.ncbi.nlm.nih.gov/pubmed/30380113
http://dx.doi.org/10.1093/nar/gky1005
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author Xuan Lin, Quy Xiao
Sian, Stephanie
An, Omer
Thieffry, Denis
Jha, Sudhakar
Benoukraf, Touati
author_facet Xuan Lin, Quy Xiao
Sian, Stephanie
An, Omer
Thieffry, Denis
Jha, Sudhakar
Benoukraf, Touati
author_sort Xuan Lin, Quy Xiao
collection PubMed
description Several recent studies have portrayed DNA methylation as a new player in the recruitment of transcription factors (TF) within chromatin, highlighting a need to connect TF binding sites (TFBS) with their respective DNA methylation profiles. However, current TFBS databases are restricted to DNA binding motif sequences. Here, we present MethMotif, a two-dimensional TFBS database that records TFBS position weight matrices along with cell type specific CpG methylation information computed from a combination of ChIP-seq and whole genome bisulfite sequencing datasets. Integrating TFBS motifs with TFBS DNA methylation better portrays the features of DNA loci recognised by TFs. In particular, we found that DNA methylation patterns within TFBS can be cell specific (e.g. MAFF). Furthermore, for a given TF, different DNA methylation profiles are associated with different DNA binding motifs (e.g. REST). To date, MethMotif database records over 500 TFBSs computed from over 2000 ChIP-seq datasets in 11 different cell types. MethMotif portal is accessible through an open source web interface (https://bioinfo-csi.nus.edu.sg/methmotif) that allows users to intuitively explore the entire dataset and perform both single, and batch queries.
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spelling pubmed-63238972019-01-10 MethMotif: an integrative cell specific database of transcription factor binding motifs coupled with DNA methylation profiles Xuan Lin, Quy Xiao Sian, Stephanie An, Omer Thieffry, Denis Jha, Sudhakar Benoukraf, Touati Nucleic Acids Res Database Issue Several recent studies have portrayed DNA methylation as a new player in the recruitment of transcription factors (TF) within chromatin, highlighting a need to connect TF binding sites (TFBS) with their respective DNA methylation profiles. However, current TFBS databases are restricted to DNA binding motif sequences. Here, we present MethMotif, a two-dimensional TFBS database that records TFBS position weight matrices along with cell type specific CpG methylation information computed from a combination of ChIP-seq and whole genome bisulfite sequencing datasets. Integrating TFBS motifs with TFBS DNA methylation better portrays the features of DNA loci recognised by TFs. In particular, we found that DNA methylation patterns within TFBS can be cell specific (e.g. MAFF). Furthermore, for a given TF, different DNA methylation profiles are associated with different DNA binding motifs (e.g. REST). To date, MethMotif database records over 500 TFBSs computed from over 2000 ChIP-seq datasets in 11 different cell types. MethMotif portal is accessible through an open source web interface (https://bioinfo-csi.nus.edu.sg/methmotif) that allows users to intuitively explore the entire dataset and perform both single, and batch queries. Oxford University Press 2019-01-08 2018-10-31 /pmc/articles/PMC6323897/ /pubmed/30380113 http://dx.doi.org/10.1093/nar/gky1005 Text en © The Author(s) 2018. Published by Oxford University Press on behalf of Nucleic Acids Research. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Database Issue
Xuan Lin, Quy Xiao
Sian, Stephanie
An, Omer
Thieffry, Denis
Jha, Sudhakar
Benoukraf, Touati
MethMotif: an integrative cell specific database of transcription factor binding motifs coupled with DNA methylation profiles
title MethMotif: an integrative cell specific database of transcription factor binding motifs coupled with DNA methylation profiles
title_full MethMotif: an integrative cell specific database of transcription factor binding motifs coupled with DNA methylation profiles
title_fullStr MethMotif: an integrative cell specific database of transcription factor binding motifs coupled with DNA methylation profiles
title_full_unstemmed MethMotif: an integrative cell specific database of transcription factor binding motifs coupled with DNA methylation profiles
title_short MethMotif: an integrative cell specific database of transcription factor binding motifs coupled with DNA methylation profiles
title_sort methmotif: an integrative cell specific database of transcription factor binding motifs coupled with dna methylation profiles
topic Database Issue
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6323897/
https://www.ncbi.nlm.nih.gov/pubmed/30380113
http://dx.doi.org/10.1093/nar/gky1005
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