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Exploring Impact of Rare Variation in Systemic Lupus Erythematosus by a Genome Wide Imputation Approach

The importance of low frequency and rare variation in complex disease genetics is difficult to estimate in patient populations. Genome-wide association studies are therefore, underpowered to detect rare variation. We have used a combined approach of genome-wide-based imputation with a highly stringe...

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Autores principales: Martínez-Bueno, Manuel, Alarcón-Riquelme, Marta E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6399402/
https://www.ncbi.nlm.nih.gov/pubmed/30863397
http://dx.doi.org/10.3389/fimmu.2019.00258
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author Martínez-Bueno, Manuel
Alarcón-Riquelme, Marta E.
author_facet Martínez-Bueno, Manuel
Alarcón-Riquelme, Marta E.
author_sort Martínez-Bueno, Manuel
collection PubMed
description The importance of low frequency and rare variation in complex disease genetics is difficult to estimate in patient populations. Genome-wide association studies are therefore, underpowered to detect rare variation. We have used a combined approach of genome-wide-based imputation with a highly stringent sequence kernel association (SKAT) test and a case-control burden test. We identified 98 candidate genes containing rare variation that in aggregate show association with SLE many of which have recognized immunological function, but also function and expression related to relevant tissues such as the joints, skin, blood or central nervous system. In addition we also find that there is a significant enrichment of genes annotated for disease-causing mutations in the OMIM database, suggesting that in complex diseases such as SLE, such mutations may be involved in subtle or combined phenotypes or could accelerate specific organ abnormalities found in the disease. We here provide an important resource of candidate genes for SLE.
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spelling pubmed-63994022019-03-12 Exploring Impact of Rare Variation in Systemic Lupus Erythematosus by a Genome Wide Imputation Approach Martínez-Bueno, Manuel Alarcón-Riquelme, Marta E. Front Immunol Immunology The importance of low frequency and rare variation in complex disease genetics is difficult to estimate in patient populations. Genome-wide association studies are therefore, underpowered to detect rare variation. We have used a combined approach of genome-wide-based imputation with a highly stringent sequence kernel association (SKAT) test and a case-control burden test. We identified 98 candidate genes containing rare variation that in aggregate show association with SLE many of which have recognized immunological function, but also function and expression related to relevant tissues such as the joints, skin, blood or central nervous system. In addition we also find that there is a significant enrichment of genes annotated for disease-causing mutations in the OMIM database, suggesting that in complex diseases such as SLE, such mutations may be involved in subtle or combined phenotypes or could accelerate specific organ abnormalities found in the disease. We here provide an important resource of candidate genes for SLE. Frontiers Media S.A. 2019-02-26 /pmc/articles/PMC6399402/ /pubmed/30863397 http://dx.doi.org/10.3389/fimmu.2019.00258 Text en Copyright © 2019 Martínez-Bueno and Alarcón-Riquelme. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Immunology
Martínez-Bueno, Manuel
Alarcón-Riquelme, Marta E.
Exploring Impact of Rare Variation in Systemic Lupus Erythematosus by a Genome Wide Imputation Approach
title Exploring Impact of Rare Variation in Systemic Lupus Erythematosus by a Genome Wide Imputation Approach
title_full Exploring Impact of Rare Variation in Systemic Lupus Erythematosus by a Genome Wide Imputation Approach
title_fullStr Exploring Impact of Rare Variation in Systemic Lupus Erythematosus by a Genome Wide Imputation Approach
title_full_unstemmed Exploring Impact of Rare Variation in Systemic Lupus Erythematosus by a Genome Wide Imputation Approach
title_short Exploring Impact of Rare Variation in Systemic Lupus Erythematosus by a Genome Wide Imputation Approach
title_sort exploring impact of rare variation in systemic lupus erythematosus by a genome wide imputation approach
topic Immunology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6399402/
https://www.ncbi.nlm.nih.gov/pubmed/30863397
http://dx.doi.org/10.3389/fimmu.2019.00258
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