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eSNPO: An eQTL-based SNP Ontology and SNP functional enrichment analysis platform
Genome-wide association studies (GWASs) have mined many common genetic variants associated with human complex traits like diseases. After that, the functional annotation and enrichment analysis of significant SNPs are important tasks. Classic methods are always based on physical positions of SNPs an...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4965794/ https://www.ncbi.nlm.nih.gov/pubmed/27470167 http://dx.doi.org/10.1038/srep30595 |
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author | Li, Jin Wang, Limei Jiang, Tao Wang, Jizhe Li, Xue Liu, Xiaoyan Wang, Chunyu Teng, Zhixia Zhang, Ruijie Lv, Hongchao Guo, Maozu |
author_facet | Li, Jin Wang, Limei Jiang, Tao Wang, Jizhe Li, Xue Liu, Xiaoyan Wang, Chunyu Teng, Zhixia Zhang, Ruijie Lv, Hongchao Guo, Maozu |
author_sort | Li, Jin |
collection | PubMed |
description | Genome-wide association studies (GWASs) have mined many common genetic variants associated with human complex traits like diseases. After that, the functional annotation and enrichment analysis of significant SNPs are important tasks. Classic methods are always based on physical positions of SNPs and genes. Expression quantitative trait loci (eQTLs) are genomic loci that contribute to variation in gene expression levels and have been proven efficient to connect SNPs and genes. In this work, we integrated the eQTL data and Gene Ontology (GO), constructed associations between SNPs and GO terms, then performed functional enrichment analysis. Finally, we constructed an eQTL-based SNP Ontology and SNP functional enrichment analysis platform. Taking Parkinson Disease (PD) as an example, the proposed platform and method are efficient. We believe eSNPO will be a useful resource for SNP functional annotation and enrichment analysis after we have got significant disease related SNPs. |
format | Online Article Text |
id | pubmed-4965794 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-49657942016-08-08 eSNPO: An eQTL-based SNP Ontology and SNP functional enrichment analysis platform Li, Jin Wang, Limei Jiang, Tao Wang, Jizhe Li, Xue Liu, Xiaoyan Wang, Chunyu Teng, Zhixia Zhang, Ruijie Lv, Hongchao Guo, Maozu Sci Rep Article Genome-wide association studies (GWASs) have mined many common genetic variants associated with human complex traits like diseases. After that, the functional annotation and enrichment analysis of significant SNPs are important tasks. Classic methods are always based on physical positions of SNPs and genes. Expression quantitative trait loci (eQTLs) are genomic loci that contribute to variation in gene expression levels and have been proven efficient to connect SNPs and genes. In this work, we integrated the eQTL data and Gene Ontology (GO), constructed associations between SNPs and GO terms, then performed functional enrichment analysis. Finally, we constructed an eQTL-based SNP Ontology and SNP functional enrichment analysis platform. Taking Parkinson Disease (PD) as an example, the proposed platform and method are efficient. We believe eSNPO will be a useful resource for SNP functional annotation and enrichment analysis after we have got significant disease related SNPs. Nature Publishing Group 2016-07-29 /pmc/articles/PMC4965794/ /pubmed/27470167 http://dx.doi.org/10.1038/srep30595 Text en Copyright © 2016, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Li, Jin Wang, Limei Jiang, Tao Wang, Jizhe Li, Xue Liu, Xiaoyan Wang, Chunyu Teng, Zhixia Zhang, Ruijie Lv, Hongchao Guo, Maozu eSNPO: An eQTL-based SNP Ontology and SNP functional enrichment analysis platform |
title | eSNPO: An eQTL-based SNP Ontology and SNP functional enrichment analysis platform |
title_full | eSNPO: An eQTL-based SNP Ontology and SNP functional enrichment analysis platform |
title_fullStr | eSNPO: An eQTL-based SNP Ontology and SNP functional enrichment analysis platform |
title_full_unstemmed | eSNPO: An eQTL-based SNP Ontology and SNP functional enrichment analysis platform |
title_short | eSNPO: An eQTL-based SNP Ontology and SNP functional enrichment analysis platform |
title_sort | esnpo: an eqtl-based snp ontology and snp functional enrichment analysis platform |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4965794/ https://www.ncbi.nlm.nih.gov/pubmed/27470167 http://dx.doi.org/10.1038/srep30595 |
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