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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...

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Autores principales: Hayes, James E., Trynka, Gosia, Vijai, Joseph, Offit, Kenneth, Raychaudhuri, Soumya, Klein, Robert J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
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.
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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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