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Genetic and Epigenetic Fine-Mapping of Causal Autoimmune Disease Variants
Genome-wide association studies have identified loci underlying human diseases, but the causal nucleotide changes and mechanisms remain largely unknown. Here we developed a fine-mapping algorithm to identify candidate causal variants for 21 autoimmune diseases from genotyping data. We integrated the...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4336207/ https://www.ncbi.nlm.nih.gov/pubmed/25363779 http://dx.doi.org/10.1038/nature13835 |
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author | Farh, Kyle Kai-How Marson, Alexander Zhu, Jiang Kleinewietfeld, Markus Housley, William J. Beik, Samantha Shoresh, Noam Whitton, Holly Ryan, Russell J.H. Shishkin, Alexander A. Hatan, Meital Carrasco-Alfonso, Marlene J. Mayer, Dita Luckey, C. John Patsopoulos, Nikolaos A. De Jager, Philip L. Kuchroo, Vijay K. Epstein, Charles B Daly, Mark J. Hafler, David A. Bernstein, Bradley E. |
author_facet | Farh, Kyle Kai-How Marson, Alexander Zhu, Jiang Kleinewietfeld, Markus Housley, William J. Beik, Samantha Shoresh, Noam Whitton, Holly Ryan, Russell J.H. Shishkin, Alexander A. Hatan, Meital Carrasco-Alfonso, Marlene J. Mayer, Dita Luckey, C. John Patsopoulos, Nikolaos A. De Jager, Philip L. Kuchroo, Vijay K. Epstein, Charles B Daly, Mark J. Hafler, David A. Bernstein, Bradley E. |
author_sort | Farh, Kyle Kai-How |
collection | PubMed |
description | Genome-wide association studies have identified loci underlying human diseases, but the causal nucleotide changes and mechanisms remain largely unknown. Here we developed a fine-mapping algorithm to identify candidate causal variants for 21 autoimmune diseases from genotyping data. We integrated these predictions with transcription and cis-regulatory element annotations, derived by mapping RNA and chromatin in primary immune cells, including resting and stimulated CD4(+) T-cell subsets, regulatory T-cells, CD8(+) T-cells, B-cells, and monocytes. We find that ~90% of causal variants are noncoding, with ~60% mapping to immune-cell enhancers, many of which gain histone acetylation and transcribe enhancer-associated RNA upon immune stimulation. Causal variants tend to occur near binding sites for master regulators of immune differentiation and stimulus-dependent gene activation, but only 10–20% directly alter recognizable transcription factor binding motifs. Rather, most noncoding risk variants, including those that alter gene expression, affect non-canonical sequence determinants not well-explained by current gene regulatory models. |
format | Online Article Text |
id | pubmed-4336207 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
record_format | MEDLINE/PubMed |
spelling | pubmed-43362072015-08-19 Genetic and Epigenetic Fine-Mapping of Causal Autoimmune Disease Variants Farh, Kyle Kai-How Marson, Alexander Zhu, Jiang Kleinewietfeld, Markus Housley, William J. Beik, Samantha Shoresh, Noam Whitton, Holly Ryan, Russell J.H. Shishkin, Alexander A. Hatan, Meital Carrasco-Alfonso, Marlene J. Mayer, Dita Luckey, C. John Patsopoulos, Nikolaos A. De Jager, Philip L. Kuchroo, Vijay K. Epstein, Charles B Daly, Mark J. Hafler, David A. Bernstein, Bradley E. Nature Article Genome-wide association studies have identified loci underlying human diseases, but the causal nucleotide changes and mechanisms remain largely unknown. Here we developed a fine-mapping algorithm to identify candidate causal variants for 21 autoimmune diseases from genotyping data. We integrated these predictions with transcription and cis-regulatory element annotations, derived by mapping RNA and chromatin in primary immune cells, including resting and stimulated CD4(+) T-cell subsets, regulatory T-cells, CD8(+) T-cells, B-cells, and monocytes. We find that ~90% of causal variants are noncoding, with ~60% mapping to immune-cell enhancers, many of which gain histone acetylation and transcribe enhancer-associated RNA upon immune stimulation. Causal variants tend to occur near binding sites for master regulators of immune differentiation and stimulus-dependent gene activation, but only 10–20% directly alter recognizable transcription factor binding motifs. Rather, most noncoding risk variants, including those that alter gene expression, affect non-canonical sequence determinants not well-explained by current gene regulatory models. 2014-10-29 2015-02-19 /pmc/articles/PMC4336207/ /pubmed/25363779 http://dx.doi.org/10.1038/nature13835 Text en http://www.nature.com/authors/editorial_policies/license.html#terms Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use:http://www.nature.com/authors/editorial_policies/license.html#terms |
spellingShingle | Article Farh, Kyle Kai-How Marson, Alexander Zhu, Jiang Kleinewietfeld, Markus Housley, William J. Beik, Samantha Shoresh, Noam Whitton, Holly Ryan, Russell J.H. Shishkin, Alexander A. Hatan, Meital Carrasco-Alfonso, Marlene J. Mayer, Dita Luckey, C. John Patsopoulos, Nikolaos A. De Jager, Philip L. Kuchroo, Vijay K. Epstein, Charles B Daly, Mark J. Hafler, David A. Bernstein, Bradley E. Genetic and Epigenetic Fine-Mapping of Causal Autoimmune Disease Variants |
title | Genetic and Epigenetic Fine-Mapping of Causal Autoimmune Disease Variants |
title_full | Genetic and Epigenetic Fine-Mapping of Causal Autoimmune Disease Variants |
title_fullStr | Genetic and Epigenetic Fine-Mapping of Causal Autoimmune Disease Variants |
title_full_unstemmed | Genetic and Epigenetic Fine-Mapping of Causal Autoimmune Disease Variants |
title_short | Genetic and Epigenetic Fine-Mapping of Causal Autoimmune Disease Variants |
title_sort | genetic and epigenetic fine-mapping of causal autoimmune disease variants |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4336207/ https://www.ncbi.nlm.nih.gov/pubmed/25363779 http://dx.doi.org/10.1038/nature13835 |
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