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Spatial chromatin architecture alteration by structural variations in human genomes at the population scale
BACKGROUND: The number of reported examples of chromatin architecture alterations involved in the regulation of gene transcription and in disease is increasing. However, no genome-wide testing has been performed to assess the abundance of these events and their importance relative to other factors a...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6664780/ https://www.ncbi.nlm.nih.gov/pubmed/31362752 http://dx.doi.org/10.1186/s13059-019-1728-x |
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author | Sadowski, Michal Kraft, Agnieszka Szalaj, Przemyslaw Wlasnowolski, Michal Tang, Zhonghui Ruan, Yijun Plewczynski, Dariusz |
author_facet | Sadowski, Michal Kraft, Agnieszka Szalaj, Przemyslaw Wlasnowolski, Michal Tang, Zhonghui Ruan, Yijun Plewczynski, Dariusz |
author_sort | Sadowski, Michal |
collection | PubMed |
description | BACKGROUND: The number of reported examples of chromatin architecture alterations involved in the regulation of gene transcription and in disease is increasing. However, no genome-wide testing has been performed to assess the abundance of these events and their importance relative to other factors affecting genome regulation. This is particularly interesting given that a vast majority of genetic variations identified in association studies are located outside coding sequences. This study attempts to address this lack by analyzing the impact on chromatin spatial organization of genetic variants identified in individuals from 26 human populations and in genome-wide association studies. RESULTS: We assess the tendency of structural variants to accumulate in spatially interacting genomic segments and design an algorithm to model chromatin conformational changes caused by structural variations. We show that differential gene transcription is closely linked to the variation in chromatin interaction networks mediated by RNA polymerase II. We also demonstrate that CTCF-mediated interactions are well conserved across populations, but enriched with disease-associated SNPs. Moreover, we find boundaries of topological domains as relatively frequent targets of duplications, which suggest that these duplications can be an important evolutionary mechanism of genome spatial organization. CONCLUSIONS: This study assesses the critical impact of genetic variants on the higher-order organization of chromatin folding and provides insight into the mechanisms regulating gene transcription at the population scale, of which local arrangement of chromatin loops seems to be the most significant. It provides the first insight into the variability of the human 3D genome at the population scale. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13059-019-1728-x) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6664780 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-66647802019-08-05 Spatial chromatin architecture alteration by structural variations in human genomes at the population scale Sadowski, Michal Kraft, Agnieszka Szalaj, Przemyslaw Wlasnowolski, Michal Tang, Zhonghui Ruan, Yijun Plewczynski, Dariusz Genome Biol Research BACKGROUND: The number of reported examples of chromatin architecture alterations involved in the regulation of gene transcription and in disease is increasing. However, no genome-wide testing has been performed to assess the abundance of these events and their importance relative to other factors affecting genome regulation. This is particularly interesting given that a vast majority of genetic variations identified in association studies are located outside coding sequences. This study attempts to address this lack by analyzing the impact on chromatin spatial organization of genetic variants identified in individuals from 26 human populations and in genome-wide association studies. RESULTS: We assess the tendency of structural variants to accumulate in spatially interacting genomic segments and design an algorithm to model chromatin conformational changes caused by structural variations. We show that differential gene transcription is closely linked to the variation in chromatin interaction networks mediated by RNA polymerase II. We also demonstrate that CTCF-mediated interactions are well conserved across populations, but enriched with disease-associated SNPs. Moreover, we find boundaries of topological domains as relatively frequent targets of duplications, which suggest that these duplications can be an important evolutionary mechanism of genome spatial organization. CONCLUSIONS: This study assesses the critical impact of genetic variants on the higher-order organization of chromatin folding and provides insight into the mechanisms regulating gene transcription at the population scale, of which local arrangement of chromatin loops seems to be the most significant. It provides the first insight into the variability of the human 3D genome at the population scale. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13059-019-1728-x) contains supplementary material, which is available to authorized users. BioMed Central 2019-07-30 /pmc/articles/PMC6664780/ /pubmed/31362752 http://dx.doi.org/10.1186/s13059-019-1728-x Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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 Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Sadowski, Michal Kraft, Agnieszka Szalaj, Przemyslaw Wlasnowolski, Michal Tang, Zhonghui Ruan, Yijun Plewczynski, Dariusz Spatial chromatin architecture alteration by structural variations in human genomes at the population scale |
title | Spatial chromatin architecture alteration by structural variations in human genomes at the population scale |
title_full | Spatial chromatin architecture alteration by structural variations in human genomes at the population scale |
title_fullStr | Spatial chromatin architecture alteration by structural variations in human genomes at the population scale |
title_full_unstemmed | Spatial chromatin architecture alteration by structural variations in human genomes at the population scale |
title_short | Spatial chromatin architecture alteration by structural variations in human genomes at the population scale |
title_sort | spatial chromatin architecture alteration by structural variations in human genomes at the population scale |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6664780/ https://www.ncbi.nlm.nih.gov/pubmed/31362752 http://dx.doi.org/10.1186/s13059-019-1728-x |
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