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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...

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Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2014
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.
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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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