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Integrative Approach to Reveal Cell Type Specificity and Gene Candidates for Psoriatic Arthritis Outside the MHC
We recently conducted a large association analysis to compare the genetic profiles between patients with psoriatic arthritis (PsA) and cutaneous-only psoriasis (PsC). Despite including over 7,000 genotyped patients, only the MHC achieved genome-wide significance. In this study, we hypothesized that...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6470186/ https://www.ncbi.nlm.nih.gov/pubmed/31031798 http://dx.doi.org/10.3389/fgene.2019.00304 |
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author | Patrick, Matthew T. Stuart, Philip E. Raja, Kalpana Chi, Sunyi He, Zhi Voorhees, John J. Tejasvi, Trilokraj Gudjonsson, Johann E. Kahlenberg, J. Michelle Chandran, Vinod Rahman, Proton Gladman, Dafna D. Nair, Rajan P. Elder, James T. Tsoi, Lam C. |
author_facet | Patrick, Matthew T. Stuart, Philip E. Raja, Kalpana Chi, Sunyi He, Zhi Voorhees, John J. Tejasvi, Trilokraj Gudjonsson, Johann E. Kahlenberg, J. Michelle Chandran, Vinod Rahman, Proton Gladman, Dafna D. Nair, Rajan P. Elder, James T. Tsoi, Lam C. |
author_sort | Patrick, Matthew T. |
collection | PubMed |
description | We recently conducted a large association analysis to compare the genetic profiles between patients with psoriatic arthritis (PsA) and cutaneous-only psoriasis (PsC). Despite including over 7,000 genotyped patients, only the MHC achieved genome-wide significance. In this study, we hypothesized that appropriate epigenomic elements (H3K27ac marks for active enhancers) can guide us to reveal valuable information about the loci with suggestive evidence of association. Our aim is to investigate these loci and explore how they may lead to the development of PsA. We evaluated this potential by investigating the genes connected with these loci from the perspective of pharmacogenomics and gene expression. We illustrated that markers with suggestive evidence of association outside the MHC region are enriched in H3K27ac marks for osteoblast and chondrogenic differentiated cells; using pharmacogenomics resources, we showed that genes near these markers are targeted by existing drugs used to treat psoriatic arthritis. Significantly, six of the ten suggestive significant loci overlapping the regulatory elements encompass genes differentially expressed (FDR < 5%) in differentiated osteoblasts, including genes participating in the Wnt signaling such as RUNX1, FUT8, and CTNNAL1. Our approach shows that epigenomic information can be used as cost-effective approach to enhance the inferences for GWAS results, especially in situations when few genome-wide significant loci are available. Our results also point the way to more directed investigations comparing the genetics of PsA and PsC. |
format | Online Article Text |
id | pubmed-6470186 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-64701862019-04-26 Integrative Approach to Reveal Cell Type Specificity and Gene Candidates for Psoriatic Arthritis Outside the MHC Patrick, Matthew T. Stuart, Philip E. Raja, Kalpana Chi, Sunyi He, Zhi Voorhees, John J. Tejasvi, Trilokraj Gudjonsson, Johann E. Kahlenberg, J. Michelle Chandran, Vinod Rahman, Proton Gladman, Dafna D. Nair, Rajan P. Elder, James T. Tsoi, Lam C. Front Genet Genetics We recently conducted a large association analysis to compare the genetic profiles between patients with psoriatic arthritis (PsA) and cutaneous-only psoriasis (PsC). Despite including over 7,000 genotyped patients, only the MHC achieved genome-wide significance. In this study, we hypothesized that appropriate epigenomic elements (H3K27ac marks for active enhancers) can guide us to reveal valuable information about the loci with suggestive evidence of association. Our aim is to investigate these loci and explore how they may lead to the development of PsA. We evaluated this potential by investigating the genes connected with these loci from the perspective of pharmacogenomics and gene expression. We illustrated that markers with suggestive evidence of association outside the MHC region are enriched in H3K27ac marks for osteoblast and chondrogenic differentiated cells; using pharmacogenomics resources, we showed that genes near these markers are targeted by existing drugs used to treat psoriatic arthritis. Significantly, six of the ten suggestive significant loci overlapping the regulatory elements encompass genes differentially expressed (FDR < 5%) in differentiated osteoblasts, including genes participating in the Wnt signaling such as RUNX1, FUT8, and CTNNAL1. Our approach shows that epigenomic information can be used as cost-effective approach to enhance the inferences for GWAS results, especially in situations when few genome-wide significant loci are available. Our results also point the way to more directed investigations comparing the genetics of PsA and PsC. Frontiers Media S.A. 2019-04-11 /pmc/articles/PMC6470186/ /pubmed/31031798 http://dx.doi.org/10.3389/fgene.2019.00304 Text en Copyright © 2019 Patrick, Stuart, Raja, Chi, He, Voorhees, Tejasvi, Gudjonsson, Kahlenberg, Chandran, Rahman, Gladman, Nair, Elder and Tsoi. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Genetics Patrick, Matthew T. Stuart, Philip E. Raja, Kalpana Chi, Sunyi He, Zhi Voorhees, John J. Tejasvi, Trilokraj Gudjonsson, Johann E. Kahlenberg, J. Michelle Chandran, Vinod Rahman, Proton Gladman, Dafna D. Nair, Rajan P. Elder, James T. Tsoi, Lam C. Integrative Approach to Reveal Cell Type Specificity and Gene Candidates for Psoriatic Arthritis Outside the MHC |
title | Integrative Approach to Reveal Cell Type Specificity and Gene Candidates for Psoriatic Arthritis Outside the MHC |
title_full | Integrative Approach to Reveal Cell Type Specificity and Gene Candidates for Psoriatic Arthritis Outside the MHC |
title_fullStr | Integrative Approach to Reveal Cell Type Specificity and Gene Candidates for Psoriatic Arthritis Outside the MHC |
title_full_unstemmed | Integrative Approach to Reveal Cell Type Specificity and Gene Candidates for Psoriatic Arthritis Outside the MHC |
title_short | Integrative Approach to Reveal Cell Type Specificity and Gene Candidates for Psoriatic Arthritis Outside the MHC |
title_sort | integrative approach to reveal cell type specificity and gene candidates for psoriatic arthritis outside the mhc |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6470186/ https://www.ncbi.nlm.nih.gov/pubmed/31031798 http://dx.doi.org/10.3389/fgene.2019.00304 |
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