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Investigation of the causal relationship between ALS and autoimmune disorders: a Mendelian randomization study
BACKGROUND: Epidemiological studies have reported an association between amyotrophic lateral sclerosis (ALS) and different autoimmune disorders. This study aims to explore the causal relationship between autoimmune disorders and ALS using Mendelian randomization (MR). METHODS: To test the geneticall...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9628014/ https://www.ncbi.nlm.nih.gov/pubmed/36320012 http://dx.doi.org/10.1186/s12916-022-02578-9 |
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author | Alipour, Paria Senkevich, Konstantin Ross, Jay P. Spiegelman, Dan Manousaki, Despoina Dion, Patrick A. Rouleau, Guy A. |
author_facet | Alipour, Paria Senkevich, Konstantin Ross, Jay P. Spiegelman, Dan Manousaki, Despoina Dion, Patrick A. Rouleau, Guy A. |
author_sort | Alipour, Paria |
collection | PubMed |
description | BACKGROUND: Epidemiological studies have reported an association between amyotrophic lateral sclerosis (ALS) and different autoimmune disorders. This study aims to explore the causal relationship between autoimmune disorders and ALS using Mendelian randomization (MR). METHODS: To test the genetically predicted effects of liability towards immune-related outcomes on ALS risk, we used summary statistics from the largest European genome-wide association studies (GWAS) for these disorders in a two-sample MR setting. To do this, we extracted single nucleotide polymorphisms (SNPs) from the GWAS, which strongly associated with the 12 traits, and queried their effects in a large European ALS GWAS (27,265 cases and 110,881 controls). To avoid bias in our MR instruments related to the complex linkage disequilibrium structure of the human leukocyte antigen (HLA) region, we excluded SNPs within this region from the analyses. We computed inverse-variance weighted (IVW) MR estimates and undertook sensitivity analyses using MR methods robust to horizontal pleiotropy. We also performed a reverse MR analysis testing the causal effects of ALS on the above autoimmune traits. RESULTS: After applying Bonferroni correction for multiple testing, our MR analyses showed that the liability to autoimmune disorders does not affect ALS risk. Our reverse MR analysis also did not support the effects of liability to ALS on other autoimmune disorders. The results of the main IVW MR analyses were generally supported by our sensitivity MR analyses. The variance in the exposures explained by the sets of SNPs used as MR instruments ranged from 8.1 × 10(−4) to 0.31. Our MR study was well-powered to detect effects as small as an odds ratio (OR) of 1.045 for ALS in the main MR and as small as an OR of 1.32 in the reverse MR. CONCLUSION: Our MR study does not support a relationship between liability to autoimmune disorders and ALS risk in the European population. The associations observed in epidemiological studies could be partly attributed to shared biology or environmental confounders. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-022-02578-9. |
format | Online Article Text |
id | pubmed-9628014 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-96280142022-11-03 Investigation of the causal relationship between ALS and autoimmune disorders: a Mendelian randomization study Alipour, Paria Senkevich, Konstantin Ross, Jay P. Spiegelman, Dan Manousaki, Despoina Dion, Patrick A. Rouleau, Guy A. BMC Med Research Article BACKGROUND: Epidemiological studies have reported an association between amyotrophic lateral sclerosis (ALS) and different autoimmune disorders. This study aims to explore the causal relationship between autoimmune disorders and ALS using Mendelian randomization (MR). METHODS: To test the genetically predicted effects of liability towards immune-related outcomes on ALS risk, we used summary statistics from the largest European genome-wide association studies (GWAS) for these disorders in a two-sample MR setting. To do this, we extracted single nucleotide polymorphisms (SNPs) from the GWAS, which strongly associated with the 12 traits, and queried their effects in a large European ALS GWAS (27,265 cases and 110,881 controls). To avoid bias in our MR instruments related to the complex linkage disequilibrium structure of the human leukocyte antigen (HLA) region, we excluded SNPs within this region from the analyses. We computed inverse-variance weighted (IVW) MR estimates and undertook sensitivity analyses using MR methods robust to horizontal pleiotropy. We also performed a reverse MR analysis testing the causal effects of ALS on the above autoimmune traits. RESULTS: After applying Bonferroni correction for multiple testing, our MR analyses showed that the liability to autoimmune disorders does not affect ALS risk. Our reverse MR analysis also did not support the effects of liability to ALS on other autoimmune disorders. The results of the main IVW MR analyses were generally supported by our sensitivity MR analyses. The variance in the exposures explained by the sets of SNPs used as MR instruments ranged from 8.1 × 10(−4) to 0.31. Our MR study was well-powered to detect effects as small as an odds ratio (OR) of 1.045 for ALS in the main MR and as small as an OR of 1.32 in the reverse MR. CONCLUSION: Our MR study does not support a relationship between liability to autoimmune disorders and ALS risk in the European population. The associations observed in epidemiological studies could be partly attributed to shared biology or environmental confounders. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-022-02578-9. BioMed Central 2022-11-02 /pmc/articles/PMC9628014/ /pubmed/36320012 http://dx.doi.org/10.1186/s12916-022-02578-9 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Alipour, Paria Senkevich, Konstantin Ross, Jay P. Spiegelman, Dan Manousaki, Despoina Dion, Patrick A. Rouleau, Guy A. Investigation of the causal relationship between ALS and autoimmune disorders: a Mendelian randomization study |
title | Investigation of the causal relationship between ALS and autoimmune disorders: a Mendelian randomization study |
title_full | Investigation of the causal relationship between ALS and autoimmune disorders: a Mendelian randomization study |
title_fullStr | Investigation of the causal relationship between ALS and autoimmune disorders: a Mendelian randomization study |
title_full_unstemmed | Investigation of the causal relationship between ALS and autoimmune disorders: a Mendelian randomization study |
title_short | Investigation of the causal relationship between ALS and autoimmune disorders: a Mendelian randomization study |
title_sort | investigation of the causal relationship between als and autoimmune disorders: a mendelian randomization study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9628014/ https://www.ncbi.nlm.nih.gov/pubmed/36320012 http://dx.doi.org/10.1186/s12916-022-02578-9 |
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