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Causal association between body mass index and autoimmune thyroiditis: evidence from Mendelian randomization
BACKGROUND: Recent studies have reported associations between body mass index (BMI) and various autoimmune disorders. However, it is still uncertain whether there exists a direct cause-and-effect relationship between BMI and autoimmune thyroiditis (AIT). The aim of our study is to investigate the ca...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10652572/ https://www.ncbi.nlm.nih.gov/pubmed/37974233 http://dx.doi.org/10.1186/s40001-023-01480-1 |
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author | Huo, Jinlong Xu, Yaxuan Yu, Jie Guo, Youming Hu, Xiaochi Ou, Dong Qu, Rui Zhao, Lijin |
author_facet | Huo, Jinlong Xu, Yaxuan Yu, Jie Guo, Youming Hu, Xiaochi Ou, Dong Qu, Rui Zhao, Lijin |
author_sort | Huo, Jinlong |
collection | PubMed |
description | BACKGROUND: Recent studies have reported associations between body mass index (BMI) and various autoimmune disorders. However, it is still uncertain whether there exists a direct cause-and-effect relationship between BMI and autoimmune thyroiditis (AIT). The aim of our study is to investigate the causal association between BMI and AIT. METHODS: We conducted a two-sample summary data Mendelian randomization (MR) analysis using genome-wide association studies (GWAS) summary statistics data related to BMI as exposure, and GWAS summary statistic data sets for AIT as the outcome. Robustly associated single-nucleotide polymorphisms (SNPs) for BMI were selected as instrumental variables (IVs). We used the inverse variance weighted (IVW) method as the primary method and performed other MR methods such as MR-Egger regression, weighted median, simple mode, and weighted mode analyses for further validation. The slope of MR-Egger regression was used to correct for pleiotropy and provide estimates of causality. The p-value for the intercept in MR-Egger was utilized to detect any directional pleiotropic effects. Heterogeneity and sensitivity analyses were performed to assess the robustness of our findings. RESULTS: Seventy-eight SNPs were selected from GWAS on BMI as the IVs. Our MR analysis using the IVW method showed a potential causal association between BMI and AIT (OR = 3.071, 95% CI 1.324–7.118). Findings from other MR methods are non-significant, although the direction of effect is consistent. There was no evidence that the result was affected by genetic pleiotropy (MR-Egger regression intercept = 0.01, SE = 0.00025, p = 0.719). Heterogeneity and sensitivity analyses revealed no significant heterogeneity among SNPs, and no single SNP drove the observed associations. CONCLUSION: Our findings suggest a potential causal association between BMI and AIT, which may provide a basis for further investigation into the relationship between BMI and AIT. Further studies are required as only the IVW method shows significant results, and the case sample size is small. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40001-023-01480-1. |
format | Online Article Text |
id | pubmed-10652572 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-106525722023-11-16 Causal association between body mass index and autoimmune thyroiditis: evidence from Mendelian randomization Huo, Jinlong Xu, Yaxuan Yu, Jie Guo, Youming Hu, Xiaochi Ou, Dong Qu, Rui Zhao, Lijin Eur J Med Res Research BACKGROUND: Recent studies have reported associations between body mass index (BMI) and various autoimmune disorders. However, it is still uncertain whether there exists a direct cause-and-effect relationship between BMI and autoimmune thyroiditis (AIT). The aim of our study is to investigate the causal association between BMI and AIT. METHODS: We conducted a two-sample summary data Mendelian randomization (MR) analysis using genome-wide association studies (GWAS) summary statistics data related to BMI as exposure, and GWAS summary statistic data sets for AIT as the outcome. Robustly associated single-nucleotide polymorphisms (SNPs) for BMI were selected as instrumental variables (IVs). We used the inverse variance weighted (IVW) method as the primary method and performed other MR methods such as MR-Egger regression, weighted median, simple mode, and weighted mode analyses for further validation. The slope of MR-Egger regression was used to correct for pleiotropy and provide estimates of causality. The p-value for the intercept in MR-Egger was utilized to detect any directional pleiotropic effects. Heterogeneity and sensitivity analyses were performed to assess the robustness of our findings. RESULTS: Seventy-eight SNPs were selected from GWAS on BMI as the IVs. Our MR analysis using the IVW method showed a potential causal association between BMI and AIT (OR = 3.071, 95% CI 1.324–7.118). Findings from other MR methods are non-significant, although the direction of effect is consistent. There was no evidence that the result was affected by genetic pleiotropy (MR-Egger regression intercept = 0.01, SE = 0.00025, p = 0.719). Heterogeneity and sensitivity analyses revealed no significant heterogeneity among SNPs, and no single SNP drove the observed associations. CONCLUSION: Our findings suggest a potential causal association between BMI and AIT, which may provide a basis for further investigation into the relationship between BMI and AIT. Further studies are required as only the IVW method shows significant results, and the case sample size is small. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40001-023-01480-1. BioMed Central 2023-11-16 /pmc/articles/PMC10652572/ /pubmed/37974233 http://dx.doi.org/10.1186/s40001-023-01480-1 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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 Huo, Jinlong Xu, Yaxuan Yu, Jie Guo, Youming Hu, Xiaochi Ou, Dong Qu, Rui Zhao, Lijin Causal association between body mass index and autoimmune thyroiditis: evidence from Mendelian randomization |
title | Causal association between body mass index and autoimmune thyroiditis: evidence from Mendelian randomization |
title_full | Causal association between body mass index and autoimmune thyroiditis: evidence from Mendelian randomization |
title_fullStr | Causal association between body mass index and autoimmune thyroiditis: evidence from Mendelian randomization |
title_full_unstemmed | Causal association between body mass index and autoimmune thyroiditis: evidence from Mendelian randomization |
title_short | Causal association between body mass index and autoimmune thyroiditis: evidence from Mendelian randomization |
title_sort | causal association between body mass index and autoimmune thyroiditis: evidence from mendelian randomization |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10652572/ https://www.ncbi.nlm.nih.gov/pubmed/37974233 http://dx.doi.org/10.1186/s40001-023-01480-1 |
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