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Tissue-Specific Enrichment of Lymphoma Risk Loci in Regulatory Elements
Though numerous polymorphisms have been associated with risk of developing lymphoma, how these variants function to promote tumorigenesis is poorly understood. Here, we report that lymphoma risk SNPs, especially in the non-Hodgkin’s lymphoma subtype chronic lymphocytic leukemia, are significantly en...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4589387/ https://www.ncbi.nlm.nih.gov/pubmed/26422229 http://dx.doi.org/10.1371/journal.pone.0139360 |
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author | Hayes, James E. Trynka, Gosia Vijai, Joseph Offit, Kenneth Raychaudhuri, Soumya Klein, Robert J. |
author_facet | Hayes, James E. Trynka, Gosia Vijai, Joseph Offit, Kenneth Raychaudhuri, Soumya Klein, Robert J. |
author_sort | Hayes, James E. |
collection | PubMed |
description | Though numerous polymorphisms have been associated with risk of developing lymphoma, how these variants function to promote tumorigenesis is poorly understood. Here, we report that lymphoma risk SNPs, especially in the non-Hodgkin’s lymphoma subtype chronic lymphocytic leukemia, are significantly enriched for co-localization with epigenetic marks of active gene regulation. These enrichments were seen in a lymphoid-specific manner for numerous ENCODE datasets, including DNase-hypersensitivity as well as multiple segmentation-defined enhancer regions. Furthermore, we identify putatively functional SNPs that are both in regulatory elements in lymphocytes and are associated with gene expression changes in blood. We developed an algorithm, UES, that uses a Monte Carlo simulation approach to calculate the enrichment of previously identified risk SNPs in various functional elements. This multiscale approach integrating multiple datasets helps disentangle the underlying biology of lymphoma, and more broadly, is generally applicable to GWAS results from other diseases as well. |
format | Online Article Text |
id | pubmed-4589387 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-45893872015-10-02 Tissue-Specific Enrichment of Lymphoma Risk Loci in Regulatory Elements Hayes, James E. Trynka, Gosia Vijai, Joseph Offit, Kenneth Raychaudhuri, Soumya Klein, Robert J. PLoS One Research Article Though numerous polymorphisms have been associated with risk of developing lymphoma, how these variants function to promote tumorigenesis is poorly understood. Here, we report that lymphoma risk SNPs, especially in the non-Hodgkin’s lymphoma subtype chronic lymphocytic leukemia, are significantly enriched for co-localization with epigenetic marks of active gene regulation. These enrichments were seen in a lymphoid-specific manner for numerous ENCODE datasets, including DNase-hypersensitivity as well as multiple segmentation-defined enhancer regions. Furthermore, we identify putatively functional SNPs that are both in regulatory elements in lymphocytes and are associated with gene expression changes in blood. We developed an algorithm, UES, that uses a Monte Carlo simulation approach to calculate the enrichment of previously identified risk SNPs in various functional elements. This multiscale approach integrating multiple datasets helps disentangle the underlying biology of lymphoma, and more broadly, is generally applicable to GWAS results from other diseases as well. Public Library of Science 2015-09-30 /pmc/articles/PMC4589387/ /pubmed/26422229 http://dx.doi.org/10.1371/journal.pone.0139360 Text en © 2015 Hayes et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Hayes, James E. Trynka, Gosia Vijai, Joseph Offit, Kenneth Raychaudhuri, Soumya Klein, Robert J. Tissue-Specific Enrichment of Lymphoma Risk Loci in Regulatory Elements |
title | Tissue-Specific Enrichment of Lymphoma Risk Loci in Regulatory Elements |
title_full | Tissue-Specific Enrichment of Lymphoma Risk Loci in Regulatory Elements |
title_fullStr | Tissue-Specific Enrichment of Lymphoma Risk Loci in Regulatory Elements |
title_full_unstemmed | Tissue-Specific Enrichment of Lymphoma Risk Loci in Regulatory Elements |
title_short | Tissue-Specific Enrichment of Lymphoma Risk Loci in Regulatory Elements |
title_sort | tissue-specific enrichment of lymphoma risk loci in regulatory elements |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4589387/ https://www.ncbi.nlm.nih.gov/pubmed/26422229 http://dx.doi.org/10.1371/journal.pone.0139360 |
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