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Allele specific chromatin signals, 3D interactions, and motif predictions for immune and B cell related diseases

Several Genome Wide Association Studies (GWAS) have reported variants associated to immune diseases. However, the identified variants are rarely the drivers of the associations and the molecular mechanisms behind the genetic contributions remain poorly understood. ChIP-seq data for TFs and histone m...

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Autores principales: Cavalli, Marco, Baltzer, Nicholas, Umer, Husen M., Grau, Jan, Lemnian, Ioana, Pan, Gang, Wallerman, Ola, Spalinskas, Rapolas, Sahlén, Pelin, Grosse, Ivo, Komorowski, Jan, Wadelius, Claes
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6389883/
https://www.ncbi.nlm.nih.gov/pubmed/30804403
http://dx.doi.org/10.1038/s41598-019-39633-0
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author Cavalli, Marco
Baltzer, Nicholas
Umer, Husen M.
Grau, Jan
Lemnian, Ioana
Pan, Gang
Wallerman, Ola
Spalinskas, Rapolas
Sahlén, Pelin
Grosse, Ivo
Komorowski, Jan
Wadelius, Claes
author_facet Cavalli, Marco
Baltzer, Nicholas
Umer, Husen M.
Grau, Jan
Lemnian, Ioana
Pan, Gang
Wallerman, Ola
Spalinskas, Rapolas
Sahlén, Pelin
Grosse, Ivo
Komorowski, Jan
Wadelius, Claes
author_sort Cavalli, Marco
collection PubMed
description Several Genome Wide Association Studies (GWAS) have reported variants associated to immune diseases. However, the identified variants are rarely the drivers of the associations and the molecular mechanisms behind the genetic contributions remain poorly understood. ChIP-seq data for TFs and histone modifications provide snapshots of protein-DNA interactions allowing the identification of heterozygous SNPs showing significant allele specific signals (AS-SNPs). AS-SNPs can change a TF binding site resulting in altered gene regulation and are primary candidates to explain associations observed in GWAS and expression studies. We identified 17,293 unique AS-SNPs across 7 lymphoblastoid cell lines. In this set of cell lines we interrogated 85% of common genetic variants in the population for potential regulatory effect and we identified 237 AS-SNPs associated to immune GWAS traits and 714 to gene expression in B cells. To elucidate possible regulatory mechanisms we integrated long-range 3D interactions data to identify putative target genes and motif predictions to identify TFs whose binding may be affected by AS-SNPs yielding a collection of 173 AS-SNPs associated to gene expression and 60 to B cell related traits. We present a systems strategy to find functional gene regulatory variants, the TFs that bind differentially between alleles and novel strategies to detect the regulated genes.
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spelling pubmed-63898832019-02-28 Allele specific chromatin signals, 3D interactions, and motif predictions for immune and B cell related diseases Cavalli, Marco Baltzer, Nicholas Umer, Husen M. Grau, Jan Lemnian, Ioana Pan, Gang Wallerman, Ola Spalinskas, Rapolas Sahlén, Pelin Grosse, Ivo Komorowski, Jan Wadelius, Claes Sci Rep Article Several Genome Wide Association Studies (GWAS) have reported variants associated to immune diseases. However, the identified variants are rarely the drivers of the associations and the molecular mechanisms behind the genetic contributions remain poorly understood. ChIP-seq data for TFs and histone modifications provide snapshots of protein-DNA interactions allowing the identification of heterozygous SNPs showing significant allele specific signals (AS-SNPs). AS-SNPs can change a TF binding site resulting in altered gene regulation and are primary candidates to explain associations observed in GWAS and expression studies. We identified 17,293 unique AS-SNPs across 7 lymphoblastoid cell lines. In this set of cell lines we interrogated 85% of common genetic variants in the population for potential regulatory effect and we identified 237 AS-SNPs associated to immune GWAS traits and 714 to gene expression in B cells. To elucidate possible regulatory mechanisms we integrated long-range 3D interactions data to identify putative target genes and motif predictions to identify TFs whose binding may be affected by AS-SNPs yielding a collection of 173 AS-SNPs associated to gene expression and 60 to B cell related traits. We present a systems strategy to find functional gene regulatory variants, the TFs that bind differentially between alleles and novel strategies to detect the regulated genes. Nature Publishing Group UK 2019-02-25 /pmc/articles/PMC6389883/ /pubmed/30804403 http://dx.doi.org/10.1038/s41598-019-39633-0 Text en © The Author(s) 2019 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/.
spellingShingle Article
Cavalli, Marco
Baltzer, Nicholas
Umer, Husen M.
Grau, Jan
Lemnian, Ioana
Pan, Gang
Wallerman, Ola
Spalinskas, Rapolas
Sahlén, Pelin
Grosse, Ivo
Komorowski, Jan
Wadelius, Claes
Allele specific chromatin signals, 3D interactions, and motif predictions for immune and B cell related diseases
title Allele specific chromatin signals, 3D interactions, and motif predictions for immune and B cell related diseases
title_full Allele specific chromatin signals, 3D interactions, and motif predictions for immune and B cell related diseases
title_fullStr Allele specific chromatin signals, 3D interactions, and motif predictions for immune and B cell related diseases
title_full_unstemmed Allele specific chromatin signals, 3D interactions, and motif predictions for immune and B cell related diseases
title_short Allele specific chromatin signals, 3D interactions, and motif predictions for immune and B cell related diseases
title_sort allele specific chromatin signals, 3d interactions, and motif predictions for immune and b cell related diseases
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6389883/
https://www.ncbi.nlm.nih.gov/pubmed/30804403
http://dx.doi.org/10.1038/s41598-019-39633-0
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