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MANTA2, update of the Mongo database for the analysis of transcription factor binding site alterations

Interpreting the functional impact of noncoding variants is an ongoing challenge in the field of genome analysis. With most noncoding variants associated with complex traits and disease residing in regulatory regions, altered transcription factor (TF) binding has been proposed as a mechanism of acti...

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Autores principales: Fornes, Oriol, Gheorghe, Marius, Richmond, Phillip A., Arenillas, David J., Wasserman, Wyeth W., Mathelier, Anthony
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6057437/
https://www.ncbi.nlm.nih.gov/pubmed/30040077
http://dx.doi.org/10.1038/sdata.2018.141
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author Fornes, Oriol
Gheorghe, Marius
Richmond, Phillip A.
Arenillas, David J.
Wasserman, Wyeth W.
Mathelier, Anthony
author_facet Fornes, Oriol
Gheorghe, Marius
Richmond, Phillip A.
Arenillas, David J.
Wasserman, Wyeth W.
Mathelier, Anthony
author_sort Fornes, Oriol
collection PubMed
description Interpreting the functional impact of noncoding variants is an ongoing challenge in the field of genome analysis. With most noncoding variants associated with complex traits and disease residing in regulatory regions, altered transcription factor (TF) binding has been proposed as a mechanism of action. It is therefore imperative to develop methods that predict the impact of noncoding variants at TF binding sites (TFBSs). Here, we describe the update of our MANTA database that stores: 1) TFBS predictions in the human genome, and 2) the potential impact on TF binding for all possible single nucleotide variants (SNVs) at these TFBSs. TFBSs were predicted by combining experimental ChIP-seq data from ReMap and computational position weight matrices (PWMs) derived from JASPAR. Impact of SNVs at these TFBSs was assessed by means of PWM scores computed on the alternate alleles. The updated database, MANTA2, provides the scientific community with a critical map of TFBSs and SNV impact scores to improve the interpretation of noncoding variants in the human genome.
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spelling pubmed-60574372018-07-27 MANTA2, update of the Mongo database for the analysis of transcription factor binding site alterations Fornes, Oriol Gheorghe, Marius Richmond, Phillip A. Arenillas, David J. Wasserman, Wyeth W. Mathelier, Anthony Sci Data Data Descriptor Interpreting the functional impact of noncoding variants is an ongoing challenge in the field of genome analysis. With most noncoding variants associated with complex traits and disease residing in regulatory regions, altered transcription factor (TF) binding has been proposed as a mechanism of action. It is therefore imperative to develop methods that predict the impact of noncoding variants at TF binding sites (TFBSs). Here, we describe the update of our MANTA database that stores: 1) TFBS predictions in the human genome, and 2) the potential impact on TF binding for all possible single nucleotide variants (SNVs) at these TFBSs. TFBSs were predicted by combining experimental ChIP-seq data from ReMap and computational position weight matrices (PWMs) derived from JASPAR. Impact of SNVs at these TFBSs was assessed by means of PWM scores computed on the alternate alleles. The updated database, MANTA2, provides the scientific community with a critical map of TFBSs and SNV impact scores to improve the interpretation of noncoding variants in the human genome. Nature Publishing Group 2018-07-24 /pmc/articles/PMC6057437/ /pubmed/30040077 http://dx.doi.org/10.1038/sdata.2018.141 Text en Copyright © 2018, The Author(s) http://creativecommons.org/licenses/by/4.0/ Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ The Creative Commons Public Domain Dedication waiver http://creativecommons.org/publicdomain/zero/1.0/ applies to the metadata files made available in this article.
spellingShingle Data Descriptor
Fornes, Oriol
Gheorghe, Marius
Richmond, Phillip A.
Arenillas, David J.
Wasserman, Wyeth W.
Mathelier, Anthony
MANTA2, update of the Mongo database for the analysis of transcription factor binding site alterations
title MANTA2, update of the Mongo database for the analysis of transcription factor binding site alterations
title_full MANTA2, update of the Mongo database for the analysis of transcription factor binding site alterations
title_fullStr MANTA2, update of the Mongo database for the analysis of transcription factor binding site alterations
title_full_unstemmed MANTA2, update of the Mongo database for the analysis of transcription factor binding site alterations
title_short MANTA2, update of the Mongo database for the analysis of transcription factor binding site alterations
title_sort manta2, update of the mongo database for the analysis of transcription factor binding site alterations
topic Data Descriptor
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6057437/
https://www.ncbi.nlm.nih.gov/pubmed/30040077
http://dx.doi.org/10.1038/sdata.2018.141
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