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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...

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Autores principales: Li, Jin, Wang, Limei, Jiang, Tao, Wang, Jizhe, Li, Xue, Liu, Xiaoyan, Wang, Chunyu, Teng, Zhixia, Zhang, Ruijie, Lv, Hongchao, Guo, Maozu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
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.
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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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