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In-Silico Analysis of Inflammatory Bowel Disease (IBD) GWAS Loci to Novel Connections
Genome-wide association studies (GWASs) for many complex diseases, including inflammatory bowel disease (IBD), produced hundreds of disease-associated loci—the majority of which are noncoding. The number of GWAS loci is increasing very rapidly, but the process of translating single nucleotide polymo...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4364731/ https://www.ncbi.nlm.nih.gov/pubmed/25786114 http://dx.doi.org/10.1371/journal.pone.0119420 |
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author | Mesbah-Uddin, Md. Elango, Ramu Banaganapalli, Babajan Shaik, Noor Ahmad Al-Abbasi, Fahad A. |
author_facet | Mesbah-Uddin, Md. Elango, Ramu Banaganapalli, Babajan Shaik, Noor Ahmad Al-Abbasi, Fahad A. |
author_sort | Mesbah-Uddin, Md. |
collection | PubMed |
description | Genome-wide association studies (GWASs) for many complex diseases, including inflammatory bowel disease (IBD), produced hundreds of disease-associated loci—the majority of which are noncoding. The number of GWAS loci is increasing very rapidly, but the process of translating single nucleotide polymorphisms (SNPs) from these loci to genomic medicine is lagging. In this study, we investigated 4,734 variants from 152 IBD associated GWAS loci (IBD associated 152 lead noncoding SNPs identified from pooled GWAS results + 4,582 variants in strong linkage-disequilibrium (LD) (r(2) ≥0.8) for EUR population of 1K Genomes Project) using four publicly available bioinformatics tools, e.g. dbPSHP, CADD, GWAVA, and RegulomeDB, to annotate and prioritize putative regulatory variants. Of the 152 lead noncoding SNPs, around 11% are under strong negative selection (GERP++ RS ≥2); and ~30% are under balancing selection (Tajima’s D score >2) in CEU population (1K Genomes Project)—though these regions are positively selected (GERP++ RS <0) in mammalian evolution. The analysis of 4,734 variants using three integrative annotation tools produced 929 putative functional SNPs, of which 18 SNPs (from 15 GWAS loci) are in concordance with all three classifiers. These prioritized noncoding SNPs may contribute to IBD pathogenesis by dysregulating the expression of nearby genes. This study showed the usefulness of integrative annotation for prioritizing fewer functional variants from a large number of GWAS markers. |
format | Online Article Text |
id | pubmed-4364731 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-43647312015-03-23 In-Silico Analysis of Inflammatory Bowel Disease (IBD) GWAS Loci to Novel Connections Mesbah-Uddin, Md. Elango, Ramu Banaganapalli, Babajan Shaik, Noor Ahmad Al-Abbasi, Fahad A. PLoS One Research Article Genome-wide association studies (GWASs) for many complex diseases, including inflammatory bowel disease (IBD), produced hundreds of disease-associated loci—the majority of which are noncoding. The number of GWAS loci is increasing very rapidly, but the process of translating single nucleotide polymorphisms (SNPs) from these loci to genomic medicine is lagging. In this study, we investigated 4,734 variants from 152 IBD associated GWAS loci (IBD associated 152 lead noncoding SNPs identified from pooled GWAS results + 4,582 variants in strong linkage-disequilibrium (LD) (r(2) ≥0.8) for EUR population of 1K Genomes Project) using four publicly available bioinformatics tools, e.g. dbPSHP, CADD, GWAVA, and RegulomeDB, to annotate and prioritize putative regulatory variants. Of the 152 lead noncoding SNPs, around 11% are under strong negative selection (GERP++ RS ≥2); and ~30% are under balancing selection (Tajima’s D score >2) in CEU population (1K Genomes Project)—though these regions are positively selected (GERP++ RS <0) in mammalian evolution. The analysis of 4,734 variants using three integrative annotation tools produced 929 putative functional SNPs, of which 18 SNPs (from 15 GWAS loci) are in concordance with all three classifiers. These prioritized noncoding SNPs may contribute to IBD pathogenesis by dysregulating the expression of nearby genes. This study showed the usefulness of integrative annotation for prioritizing fewer functional variants from a large number of GWAS markers. Public Library of Science 2015-03-18 /pmc/articles/PMC4364731/ /pubmed/25786114 http://dx.doi.org/10.1371/journal.pone.0119420 Text en © 2015 Mesbah-Uddin 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 Mesbah-Uddin, Md. Elango, Ramu Banaganapalli, Babajan Shaik, Noor Ahmad Al-Abbasi, Fahad A. In-Silico Analysis of Inflammatory Bowel Disease (IBD) GWAS Loci to Novel Connections |
title |
In-Silico Analysis of Inflammatory Bowel Disease (IBD) GWAS Loci to Novel Connections |
title_full |
In-Silico Analysis of Inflammatory Bowel Disease (IBD) GWAS Loci to Novel Connections |
title_fullStr |
In-Silico Analysis of Inflammatory Bowel Disease (IBD) GWAS Loci to Novel Connections |
title_full_unstemmed |
In-Silico Analysis of Inflammatory Bowel Disease (IBD) GWAS Loci to Novel Connections |
title_short |
In-Silico Analysis of Inflammatory Bowel Disease (IBD) GWAS Loci to Novel Connections |
title_sort | in-silico analysis of inflammatory bowel disease (ibd) gwas loci to novel connections |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4364731/ https://www.ncbi.nlm.nih.gov/pubmed/25786114 http://dx.doi.org/10.1371/journal.pone.0119420 |
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