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Functional Relevance for Associations between Genetic Variants and Systemic Lupus Erythematosus
Systemic lupus erythematosus (SLE) is a serious prototype autoimmune disease characterized by chronic inflammation, auto-antibody production and multi-organ damage. Recent association studies have identified a long list of loci that were associated with SLE with relatively high statistical power. Ho...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3544818/ https://www.ncbi.nlm.nih.gov/pubmed/23341919 http://dx.doi.org/10.1371/journal.pone.0053037 |
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author | Deng, Fei-Yan Lei, Shu-Feng Zhang, Yong-Hong Zhang, Zeng-Li Guo, Yu-Fan |
author_facet | Deng, Fei-Yan Lei, Shu-Feng Zhang, Yong-Hong Zhang, Zeng-Li Guo, Yu-Fan |
author_sort | Deng, Fei-Yan |
collection | PubMed |
description | Systemic lupus erythematosus (SLE) is a serious prototype autoimmune disease characterized by chronic inflammation, auto-antibody production and multi-organ damage. Recent association studies have identified a long list of loci that were associated with SLE with relatively high statistical power. However, most of them only established the statistical associations of genetic markers and SLE at the DNA level without supporting evidence of functional relevance. Here, using publically available datasets, we performed integrative analyses (gene relationship across implicated loci analysis, differential gene expression analysis and functional annotation clustering analysis) and combined with expression quantitative trait loci (eQTLs) results to dissect functional mechanisms underlying the associations for SLE. We found that 14 SNPs, which were significantly associated with SLE in previous studies, have cis-regulation effects on four eQTL genes (HLA-DQA1, HLA-DQB1, HLA-DQB2, and IRF5) that were also differentially expressed in SLE-related cell groups. The functional evidence, taken together, suggested the functional mechanisms underlying the associations of 14 SNPs and SLE. The study may serve as an example of mining publically available datasets and results in validation of significant disease-association results. Utilization of public data resources for integrative analyses may provide novel insights into the molecular genetic mechanisms underlying human diseases. |
format | Online Article Text |
id | pubmed-3544818 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-35448182013-01-22 Functional Relevance for Associations between Genetic Variants and Systemic Lupus Erythematosus Deng, Fei-Yan Lei, Shu-Feng Zhang, Yong-Hong Zhang, Zeng-Li Guo, Yu-Fan PLoS One Research Article Systemic lupus erythematosus (SLE) is a serious prototype autoimmune disease characterized by chronic inflammation, auto-antibody production and multi-organ damage. Recent association studies have identified a long list of loci that were associated with SLE with relatively high statistical power. However, most of them only established the statistical associations of genetic markers and SLE at the DNA level without supporting evidence of functional relevance. Here, using publically available datasets, we performed integrative analyses (gene relationship across implicated loci analysis, differential gene expression analysis and functional annotation clustering analysis) and combined with expression quantitative trait loci (eQTLs) results to dissect functional mechanisms underlying the associations for SLE. We found that 14 SNPs, which were significantly associated with SLE in previous studies, have cis-regulation effects on four eQTL genes (HLA-DQA1, HLA-DQB1, HLA-DQB2, and IRF5) that were also differentially expressed in SLE-related cell groups. The functional evidence, taken together, suggested the functional mechanisms underlying the associations of 14 SNPs and SLE. The study may serve as an example of mining publically available datasets and results in validation of significant disease-association results. Utilization of public data resources for integrative analyses may provide novel insights into the molecular genetic mechanisms underlying human diseases. Public Library of Science 2013-01-14 /pmc/articles/PMC3544818/ /pubmed/23341919 http://dx.doi.org/10.1371/journal.pone.0053037 Text en © 2013 Deng 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 Deng, Fei-Yan Lei, Shu-Feng Zhang, Yong-Hong Zhang, Zeng-Li Guo, Yu-Fan Functional Relevance for Associations between Genetic Variants and Systemic Lupus Erythematosus |
title | Functional Relevance for Associations between Genetic Variants and Systemic Lupus Erythematosus |
title_full | Functional Relevance for Associations between Genetic Variants and Systemic Lupus Erythematosus |
title_fullStr | Functional Relevance for Associations between Genetic Variants and Systemic Lupus Erythematosus |
title_full_unstemmed | Functional Relevance for Associations between Genetic Variants and Systemic Lupus Erythematosus |
title_short | Functional Relevance for Associations between Genetic Variants and Systemic Lupus Erythematosus |
title_sort | functional relevance for associations between genetic variants and systemic lupus erythematosus |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3544818/ https://www.ncbi.nlm.nih.gov/pubmed/23341919 http://dx.doi.org/10.1371/journal.pone.0053037 |
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