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HOT or not: examining the basis of high-occupancy target regions
High-occupancy target (HOT) regions are segments of the genome with unusually high number of transcription factor binding sites. These regions are observed in multiple species and thought to have biological importance due to high transcription factor occupancy. Furthermore, they coincide with house-...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6582337/ https://www.ncbi.nlm.nih.gov/pubmed/31114922 http://dx.doi.org/10.1093/nar/gkz460 |
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author | Wreczycka, Katarzyna Franke, Vedran Uyar, Bora Wurmus, Ricardo Bulut, Selman Tursun, Baris Akalin, Altuna |
author_facet | Wreczycka, Katarzyna Franke, Vedran Uyar, Bora Wurmus, Ricardo Bulut, Selman Tursun, Baris Akalin, Altuna |
author_sort | Wreczycka, Katarzyna |
collection | PubMed |
description | High-occupancy target (HOT) regions are segments of the genome with unusually high number of transcription factor binding sites. These regions are observed in multiple species and thought to have biological importance due to high transcription factor occupancy. Furthermore, they coincide with house-keeping gene promoters and consequently associated genes are stably expressed across multiple cell types. Despite these features, HOT regions are solely defined using ChIP-seq experiments and shown to lack canonical motifs for transcription factors that are thought to be bound there. Although, ChIP-seq experiments are the golden standard for finding genome-wide binding sites of a protein, they are not noise free. Here, we show that HOT regions are likely to be ChIP-seq artifacts and they are similar to previously proposed ‘hyper-ChIPable’ regions. Using ChIP-seq data sets for knocked-out transcription factors, we demonstrate presence of false positive signals on HOT regions. We observe sequence characteristics and genomic features that are discriminatory of HOT regions, such as GC/CpG-rich k-mers, enrichment of RNA–DNA hybrids (R-loops) and DNA tertiary structures (G-quadruplex DNA). The artificial ChIP-seq enrichment on HOT regions could be associated to these discriminatory features. Furthermore, we propose strategies to deal with such artifacts for the future ChIP-seq studies. |
format | Online Article Text |
id | pubmed-6582337 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-65823372019-06-21 HOT or not: examining the basis of high-occupancy target regions Wreczycka, Katarzyna Franke, Vedran Uyar, Bora Wurmus, Ricardo Bulut, Selman Tursun, Baris Akalin, Altuna Nucleic Acids Res Genomics High-occupancy target (HOT) regions are segments of the genome with unusually high number of transcription factor binding sites. These regions are observed in multiple species and thought to have biological importance due to high transcription factor occupancy. Furthermore, they coincide with house-keeping gene promoters and consequently associated genes are stably expressed across multiple cell types. Despite these features, HOT regions are solely defined using ChIP-seq experiments and shown to lack canonical motifs for transcription factors that are thought to be bound there. Although, ChIP-seq experiments are the golden standard for finding genome-wide binding sites of a protein, they are not noise free. Here, we show that HOT regions are likely to be ChIP-seq artifacts and they are similar to previously proposed ‘hyper-ChIPable’ regions. Using ChIP-seq data sets for knocked-out transcription factors, we demonstrate presence of false positive signals on HOT regions. We observe sequence characteristics and genomic features that are discriminatory of HOT regions, such as GC/CpG-rich k-mers, enrichment of RNA–DNA hybrids (R-loops) and DNA tertiary structures (G-quadruplex DNA). The artificial ChIP-seq enrichment on HOT regions could be associated to these discriminatory features. Furthermore, we propose strategies to deal with such artifacts for the future ChIP-seq studies. Oxford University Press 2019-06-20 2019-05-22 /pmc/articles/PMC6582337/ /pubmed/31114922 http://dx.doi.org/10.1093/nar/gkz460 Text en © The Author(s) 2019. 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 | Genomics Wreczycka, Katarzyna Franke, Vedran Uyar, Bora Wurmus, Ricardo Bulut, Selman Tursun, Baris Akalin, Altuna HOT or not: examining the basis of high-occupancy target regions |
title | HOT or not: examining the basis of high-occupancy target regions |
title_full | HOT or not: examining the basis of high-occupancy target regions |
title_fullStr | HOT or not: examining the basis of high-occupancy target regions |
title_full_unstemmed | HOT or not: examining the basis of high-occupancy target regions |
title_short | HOT or not: examining the basis of high-occupancy target regions |
title_sort | hot or not: examining the basis of high-occupancy target regions |
topic | Genomics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6582337/ https://www.ncbi.nlm.nih.gov/pubmed/31114922 http://dx.doi.org/10.1093/nar/gkz460 |
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