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Expression profiles of long non-coding RNAs located in autoimmune disease-associated regions reveal immune cell-type specificity

BACKGROUND: Although genome-wide association studies (GWAS) have identified hundreds of variants associated with a risk for autoimmune and immune-related disorders (AID), our understanding of the disease mechanisms is still limited. In particular, more than 90% of the risk variants lie in non-coding...

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Autores principales: Hrdlickova, Barbara, Kumar, Vinod, Kanduri, Kartiek, Zhernakova, Daria V, Tripathi, Subhash, Karjalainen, Juha, Lund, Riikka J, Li, Yang, Ullah, Ubaid, Modderman, Rutger, Abdulahad, Wayel, Lähdesmäki, Harri, Franke, Lude, Lahesmaa, Riitta, Wijmenga, Cisca, Withoff, Sebo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4240855/
https://www.ncbi.nlm.nih.gov/pubmed/25419237
http://dx.doi.org/10.1186/s13073-014-0088-0
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author Hrdlickova, Barbara
Kumar, Vinod
Kanduri, Kartiek
Zhernakova, Daria V
Tripathi, Subhash
Karjalainen, Juha
Lund, Riikka J
Li, Yang
Ullah, Ubaid
Modderman, Rutger
Abdulahad, Wayel
Lähdesmäki, Harri
Franke, Lude
Lahesmaa, Riitta
Wijmenga, Cisca
Withoff, Sebo
author_facet Hrdlickova, Barbara
Kumar, Vinod
Kanduri, Kartiek
Zhernakova, Daria V
Tripathi, Subhash
Karjalainen, Juha
Lund, Riikka J
Li, Yang
Ullah, Ubaid
Modderman, Rutger
Abdulahad, Wayel
Lähdesmäki, Harri
Franke, Lude
Lahesmaa, Riitta
Wijmenga, Cisca
Withoff, Sebo
author_sort Hrdlickova, Barbara
collection PubMed
description BACKGROUND: Although genome-wide association studies (GWAS) have identified hundreds of variants associated with a risk for autoimmune and immune-related disorders (AID), our understanding of the disease mechanisms is still limited. In particular, more than 90% of the risk variants lie in non-coding regions, and almost 10% of these map to long non-coding RNA transcripts (lncRNAs). lncRNAs are known to show more cell-type specificity than protein-coding genes. METHODS: We aimed to characterize lncRNAs and protein-coding genes located in loci associated with nine AIDs which have been well-defined by Immunochip analysis and by transcriptome analysis across seven populations of peripheral blood leukocytes (granulocytes, monocytes, natural killer (NK) cells, B cells, memory T cells, naive CD4(+) and naive CD8(+) T cells) and four populations of cord blood-derived T-helper cells (precursor, primary, and polarized (Th1, Th2) T-helper cells). RESULTS: We show that lncRNAs mapping to loci shared between AID are significantly enriched in immune cell types compared to lncRNAs from the whole genome (α <0.005). We were not able to prioritize single cell types relevant for specific diseases, but we observed five different cell types enriched (α <0.005) in five AID (NK cells for inflammatory bowel disease, juvenile idiopathic arthritis, primary biliary cirrhosis, and psoriasis; memory T and CD8(+) T cells in juvenile idiopathic arthritis, primary biliary cirrhosis, psoriasis, and rheumatoid arthritis; Th0 and Th2 cells for inflammatory bowel disease, juvenile idiopathic arthritis, primary biliary cirrhosis, psoriasis, and rheumatoid arthritis). Furthermore, we show that co-expression analyses of lncRNAs and protein-coding genes can predict the signaling pathways in which these AID-associated lncRNAs are involved. CONCLUSIONS: The observed enrichment of lncRNA transcripts in AID loci implies lncRNAs play an important role in AID etiology and suggests that lncRNA genes should be studied in more detail to interpret GWAS findings correctly. The co-expression results strongly support a model in which the lncRNA and protein-coding genes function together in the same pathways. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13073-014-0088-0) contains supplementary material, which is available to authorized users.
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spelling pubmed-42408552014-11-23 Expression profiles of long non-coding RNAs located in autoimmune disease-associated regions reveal immune cell-type specificity Hrdlickova, Barbara Kumar, Vinod Kanduri, Kartiek Zhernakova, Daria V Tripathi, Subhash Karjalainen, Juha Lund, Riikka J Li, Yang Ullah, Ubaid Modderman, Rutger Abdulahad, Wayel Lähdesmäki, Harri Franke, Lude Lahesmaa, Riitta Wijmenga, Cisca Withoff, Sebo Genome Med Research BACKGROUND: Although genome-wide association studies (GWAS) have identified hundreds of variants associated with a risk for autoimmune and immune-related disorders (AID), our understanding of the disease mechanisms is still limited. In particular, more than 90% of the risk variants lie in non-coding regions, and almost 10% of these map to long non-coding RNA transcripts (lncRNAs). lncRNAs are known to show more cell-type specificity than protein-coding genes. METHODS: We aimed to characterize lncRNAs and protein-coding genes located in loci associated with nine AIDs which have been well-defined by Immunochip analysis and by transcriptome analysis across seven populations of peripheral blood leukocytes (granulocytes, monocytes, natural killer (NK) cells, B cells, memory T cells, naive CD4(+) and naive CD8(+) T cells) and four populations of cord blood-derived T-helper cells (precursor, primary, and polarized (Th1, Th2) T-helper cells). RESULTS: We show that lncRNAs mapping to loci shared between AID are significantly enriched in immune cell types compared to lncRNAs from the whole genome (α <0.005). We were not able to prioritize single cell types relevant for specific diseases, but we observed five different cell types enriched (α <0.005) in five AID (NK cells for inflammatory bowel disease, juvenile idiopathic arthritis, primary biliary cirrhosis, and psoriasis; memory T and CD8(+) T cells in juvenile idiopathic arthritis, primary biliary cirrhosis, psoriasis, and rheumatoid arthritis; Th0 and Th2 cells for inflammatory bowel disease, juvenile idiopathic arthritis, primary biliary cirrhosis, psoriasis, and rheumatoid arthritis). Furthermore, we show that co-expression analyses of lncRNAs and protein-coding genes can predict the signaling pathways in which these AID-associated lncRNAs are involved. CONCLUSIONS: The observed enrichment of lncRNA transcripts in AID loci implies lncRNAs play an important role in AID etiology and suggests that lncRNA genes should be studied in more detail to interpret GWAS findings correctly. The co-expression results strongly support a model in which the lncRNA and protein-coding genes function together in the same pathways. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13073-014-0088-0) contains supplementary material, which is available to authorized users. BioMed Central 2014-10-28 /pmc/articles/PMC4240855/ /pubmed/25419237 http://dx.doi.org/10.1186/s13073-014-0088-0 Text en © Hrdlickova et al.; licensee BioMed Central Ltd. 2014 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), 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
Hrdlickova, Barbara
Kumar, Vinod
Kanduri, Kartiek
Zhernakova, Daria V
Tripathi, Subhash
Karjalainen, Juha
Lund, Riikka J
Li, Yang
Ullah, Ubaid
Modderman, Rutger
Abdulahad, Wayel
Lähdesmäki, Harri
Franke, Lude
Lahesmaa, Riitta
Wijmenga, Cisca
Withoff, Sebo
Expression profiles of long non-coding RNAs located in autoimmune disease-associated regions reveal immune cell-type specificity
title Expression profiles of long non-coding RNAs located in autoimmune disease-associated regions reveal immune cell-type specificity
title_full Expression profiles of long non-coding RNAs located in autoimmune disease-associated regions reveal immune cell-type specificity
title_fullStr Expression profiles of long non-coding RNAs located in autoimmune disease-associated regions reveal immune cell-type specificity
title_full_unstemmed Expression profiles of long non-coding RNAs located in autoimmune disease-associated regions reveal immune cell-type specificity
title_short Expression profiles of long non-coding RNAs located in autoimmune disease-associated regions reveal immune cell-type specificity
title_sort expression profiles of long non-coding rnas located in autoimmune disease-associated regions reveal immune cell-type specificity
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4240855/
https://www.ncbi.nlm.nih.gov/pubmed/25419237
http://dx.doi.org/10.1186/s13073-014-0088-0
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