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Integrated genomic and prospective clinical studies show the importance of modular pleiotropy for disease susceptibility, diagnosis and treatment
BACKGROUND: Translational research typically aims to identify and functionally validate individual, disease-specific genes. However, reaching this aim is complicated by the involvement of thousands of genes in common diseases, and that many of those genes are pleiotropic, that is, shared by several...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4064311/ https://www.ncbi.nlm.nih.gov/pubmed/24571673 http://dx.doi.org/10.1186/gm534 |
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author | Gustafsson, Mika Edström, Måns Gawel, Danuta Nestor, Colm E Wang, Hui Zhang, Huan Barrenäs, Fredrik Tojo, James Kockum, Ingrid Olsson, Tomas Serra-Musach, Jordi Bonifaci, Núria Pujana, Miguel Angel Ernerudh, Jan Benson, Mikael |
author_facet | Gustafsson, Mika Edström, Måns Gawel, Danuta Nestor, Colm E Wang, Hui Zhang, Huan Barrenäs, Fredrik Tojo, James Kockum, Ingrid Olsson, Tomas Serra-Musach, Jordi Bonifaci, Núria Pujana, Miguel Angel Ernerudh, Jan Benson, Mikael |
author_sort | Gustafsson, Mika |
collection | PubMed |
description | BACKGROUND: Translational research typically aims to identify and functionally validate individual, disease-specific genes. However, reaching this aim is complicated by the involvement of thousands of genes in common diseases, and that many of those genes are pleiotropic, that is, shared by several diseases. METHODS: We integrated genomic meta-analyses with prospective clinical studies to systematically investigate the pathogenic, diagnostic and therapeutic roles of pleiotropic genes. In a novel approach, we first used pathway analysis of all published genome-wide association studies (GWAS) to find a cell type common to many diseases. RESULTS: The analysis showed over-representation of the T helper cell differentiation pathway, which is expressed in T cells. This led us to focus on expression profiling of CD4(+) T cells from highly diverse inflammatory and malignant diseases. We found that pleiotropic genes were highly interconnected and formed a pleiotropic module, which was enriched for inflammatory, metabolic and proliferative pathways. The general relevance of this module was supported by highly significant enrichment of genetic variants identified by all GWAS and cancer studies, as well as known diagnostic and therapeutic targets. Prospective clinical studies of multiple sclerosis and allergy showed the importance of both pleiotropic and disease specific modules for clinical stratification. CONCLUSIONS: In summary, this translational genomics study identified a pleiotropic module, which has key pathogenic, diagnostic and therapeutic roles. |
format | Online Article Text |
id | pubmed-4064311 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-40643112014-06-21 Integrated genomic and prospective clinical studies show the importance of modular pleiotropy for disease susceptibility, diagnosis and treatment Gustafsson, Mika Edström, Måns Gawel, Danuta Nestor, Colm E Wang, Hui Zhang, Huan Barrenäs, Fredrik Tojo, James Kockum, Ingrid Olsson, Tomas Serra-Musach, Jordi Bonifaci, Núria Pujana, Miguel Angel Ernerudh, Jan Benson, Mikael Genome Med Research BACKGROUND: Translational research typically aims to identify and functionally validate individual, disease-specific genes. However, reaching this aim is complicated by the involvement of thousands of genes in common diseases, and that many of those genes are pleiotropic, that is, shared by several diseases. METHODS: We integrated genomic meta-analyses with prospective clinical studies to systematically investigate the pathogenic, diagnostic and therapeutic roles of pleiotropic genes. In a novel approach, we first used pathway analysis of all published genome-wide association studies (GWAS) to find a cell type common to many diseases. RESULTS: The analysis showed over-representation of the T helper cell differentiation pathway, which is expressed in T cells. This led us to focus on expression profiling of CD4(+) T cells from highly diverse inflammatory and malignant diseases. We found that pleiotropic genes were highly interconnected and formed a pleiotropic module, which was enriched for inflammatory, metabolic and proliferative pathways. The general relevance of this module was supported by highly significant enrichment of genetic variants identified by all GWAS and cancer studies, as well as known diagnostic and therapeutic targets. Prospective clinical studies of multiple sclerosis and allergy showed the importance of both pleiotropic and disease specific modules for clinical stratification. CONCLUSIONS: In summary, this translational genomics study identified a pleiotropic module, which has key pathogenic, diagnostic and therapeutic roles. BioMed Central 2014-02-26 /pmc/articles/PMC4064311/ /pubmed/24571673 http://dx.doi.org/10.1186/gm534 Text en Copyright © 2014 Gustafsson et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Gustafsson, Mika Edström, Måns Gawel, Danuta Nestor, Colm E Wang, Hui Zhang, Huan Barrenäs, Fredrik Tojo, James Kockum, Ingrid Olsson, Tomas Serra-Musach, Jordi Bonifaci, Núria Pujana, Miguel Angel Ernerudh, Jan Benson, Mikael Integrated genomic and prospective clinical studies show the importance of modular pleiotropy for disease susceptibility, diagnosis and treatment |
title | Integrated genomic and prospective clinical studies show the importance of modular pleiotropy for disease susceptibility, diagnosis and treatment |
title_full | Integrated genomic and prospective clinical studies show the importance of modular pleiotropy for disease susceptibility, diagnosis and treatment |
title_fullStr | Integrated genomic and prospective clinical studies show the importance of modular pleiotropy for disease susceptibility, diagnosis and treatment |
title_full_unstemmed | Integrated genomic and prospective clinical studies show the importance of modular pleiotropy for disease susceptibility, diagnosis and treatment |
title_short | Integrated genomic and prospective clinical studies show the importance of modular pleiotropy for disease susceptibility, diagnosis and treatment |
title_sort | integrated genomic and prospective clinical studies show the importance of modular pleiotropy for disease susceptibility, diagnosis and treatment |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4064311/ https://www.ncbi.nlm.nih.gov/pubmed/24571673 http://dx.doi.org/10.1186/gm534 |
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