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Universal correction of enzymatic sequence bias reveals molecular signatures of protein/DNA interactions
Coupling molecular biology to high-throughput sequencing has revolutionized the study of biology. Molecular genomics techniques are continually refined to provide higher resolution mapping of nucleic acid interactions and structure. Sequence preferences of enzymes can interfere with the accurate int...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5778497/ https://www.ncbi.nlm.nih.gov/pubmed/29126307 http://dx.doi.org/10.1093/nar/gkx1053 |
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author | Martins, André L Walavalkar, Ninad M Anderson, Warren D Zang, Chongzhi Guertin, Michael J |
author_facet | Martins, André L Walavalkar, Ninad M Anderson, Warren D Zang, Chongzhi Guertin, Michael J |
author_sort | Martins, André L |
collection | PubMed |
description | Coupling molecular biology to high-throughput sequencing has revolutionized the study of biology. Molecular genomics techniques are continually refined to provide higher resolution mapping of nucleic acid interactions and structure. Sequence preferences of enzymes can interfere with the accurate interpretation of these data. We developed seqOutBias to characterize enzymatic sequence bias from experimental data and scale individual sequence reads to correct intrinsic enzymatic sequence biases. SeqOutBias efficiently corrects DNase-seq, TACh-seq, ATAC-seq, MNase-seq and PRO-seq data. We show that seqOutBias correction facilitates identification of true molecular signatures resulting from transcription factors and RNA polymerase interacting with DNA. |
format | Online Article Text |
id | pubmed-5778497 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-57784972018-01-30 Universal correction of enzymatic sequence bias reveals molecular signatures of protein/DNA interactions Martins, André L Walavalkar, Ninad M Anderson, Warren D Zang, Chongzhi Guertin, Michael J Nucleic Acids Res Methods Online Coupling molecular biology to high-throughput sequencing has revolutionized the study of biology. Molecular genomics techniques are continually refined to provide higher resolution mapping of nucleic acid interactions and structure. Sequence preferences of enzymes can interfere with the accurate interpretation of these data. We developed seqOutBias to characterize enzymatic sequence bias from experimental data and scale individual sequence reads to correct intrinsic enzymatic sequence biases. SeqOutBias efficiently corrects DNase-seq, TACh-seq, ATAC-seq, MNase-seq and PRO-seq data. We show that seqOutBias correction facilitates identification of true molecular signatures resulting from transcription factors and RNA polymerase interacting with DNA. Oxford University Press 2018-01-25 2017-11-08 /pmc/articles/PMC5778497/ /pubmed/29126307 http://dx.doi.org/10.1093/nar/gkx1053 Text en © The Author(s) 2017. Published by Oxford University Press on behalf of Nucleic Acids Research. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Methods Online Martins, André L Walavalkar, Ninad M Anderson, Warren D Zang, Chongzhi Guertin, Michael J Universal correction of enzymatic sequence bias reveals molecular signatures of protein/DNA interactions |
title | Universal correction of enzymatic sequence bias reveals molecular signatures of protein/DNA interactions |
title_full | Universal correction of enzymatic sequence bias reveals molecular signatures of protein/DNA interactions |
title_fullStr | Universal correction of enzymatic sequence bias reveals molecular signatures of protein/DNA interactions |
title_full_unstemmed | Universal correction of enzymatic sequence bias reveals molecular signatures of protein/DNA interactions |
title_short | Universal correction of enzymatic sequence bias reveals molecular signatures of protein/DNA interactions |
title_sort | universal correction of enzymatic sequence bias reveals molecular signatures of protein/dna interactions |
topic | Methods Online |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5778497/ https://www.ncbi.nlm.nih.gov/pubmed/29126307 http://dx.doi.org/10.1093/nar/gkx1053 |
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