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Age at menarche, age at natural menopause, and risk of rheumatoid arthritis — a Mendelian randomization study
BACKGROUND: Hormonal reproductive factors have been suggested to play an important role in the etiology of rheumatoid arthritis (RA), an autoimmune inflammatory disorder affecting primarily women. We conducted a two-sample Mendelian randomization (MR) study examining three relevant exposures, age at...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8034136/ https://www.ncbi.nlm.nih.gov/pubmed/33836822 http://dx.doi.org/10.1186/s13075-021-02495-x |
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author | Zhu, Jingjing Niu, Zheng Alfredsson, Lars Klareskog, Lars Padyukov, Leonid Jiang, Xia |
author_facet | Zhu, Jingjing Niu, Zheng Alfredsson, Lars Klareskog, Lars Padyukov, Leonid Jiang, Xia |
author_sort | Zhu, Jingjing |
collection | PubMed |
description | BACKGROUND: Hormonal reproductive factors have been suggested to play an important role in the etiology of rheumatoid arthritis (RA), an autoimmune inflammatory disorder affecting primarily women. We conducted a two-sample Mendelian randomization (MR) study examining three relevant exposures, age at menarche (AAM), age at natural menopause (ANM), and age at first birth (AFB) with the risk of RA. METHODS: We collected summary statistics from the hitherto largest GWAS conducted in AAM (N = 329,345), ANM (N = 69,360), AFB (N = 251,151), and RA (N(case) = 14,361, N(control) = 43,923), all of European ancestry. We constructed strong instruments using hundreds of exposure-associated genetic variants and estimated causal relationship through different MR approaches including an inverse-variance weighted method, an MR-Egger regression and a weighted median method. We conducted a multivariable MR to control for pleiotropic effect acting in particular through obesity and socioeconomic status. We also performed important sensitivity analyses to verify model assumptions. RESULTS: We did not find any evidence in support for a causal association between genetically predicted reproductive factors and risk of RA (OR(per-SD increment in AAM) = 1.06 [0.98–1.15]; OR(per-SD increment in ANM) = 1.05 [0.98–1.11], OR (per-SD increment in AFB) = 0.85 [0.65–1.10]). Results remained consistent after removing palindromic SNPs (OR(per-SD increment in AAM) = 1.06 [0.97–1.15], OR(per-SD increment in ANM) = 1.05 [0.98–1.13], OR(per-SD increment in AFB) = 0.81 [0.61–1.07]) or excluding SNPs associated with potential confounding traits (OR(per-SD increment in AAM) = 1.03 [0.94–1.12], OR(per-SD increment in ANM) = 1.04 [0.95–1.14]). No outlying instrument was identified through the leave-one-out analysis. CONCLUSIONS: Our MR study does not convincingly support a casual effect of reproductive factors, as reflected by age at menarche, age at menopause, and age at first birth, on the development of RA. Despite the largely augmented set of instruments we used, these instruments only explained a modest proportion of phenotypic variance of exposures. Our knowledge regarding this topic is still insufficient and future studies with larger sample size should be designed to replicate or dispute our findings. |
format | Online Article Text |
id | pubmed-8034136 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-80341362021-04-12 Age at menarche, age at natural menopause, and risk of rheumatoid arthritis — a Mendelian randomization study Zhu, Jingjing Niu, Zheng Alfredsson, Lars Klareskog, Lars Padyukov, Leonid Jiang, Xia Arthritis Res Ther Research Article BACKGROUND: Hormonal reproductive factors have been suggested to play an important role in the etiology of rheumatoid arthritis (RA), an autoimmune inflammatory disorder affecting primarily women. We conducted a two-sample Mendelian randomization (MR) study examining three relevant exposures, age at menarche (AAM), age at natural menopause (ANM), and age at first birth (AFB) with the risk of RA. METHODS: We collected summary statistics from the hitherto largest GWAS conducted in AAM (N = 329,345), ANM (N = 69,360), AFB (N = 251,151), and RA (N(case) = 14,361, N(control) = 43,923), all of European ancestry. We constructed strong instruments using hundreds of exposure-associated genetic variants and estimated causal relationship through different MR approaches including an inverse-variance weighted method, an MR-Egger regression and a weighted median method. We conducted a multivariable MR to control for pleiotropic effect acting in particular through obesity and socioeconomic status. We also performed important sensitivity analyses to verify model assumptions. RESULTS: We did not find any evidence in support for a causal association between genetically predicted reproductive factors and risk of RA (OR(per-SD increment in AAM) = 1.06 [0.98–1.15]; OR(per-SD increment in ANM) = 1.05 [0.98–1.11], OR (per-SD increment in AFB) = 0.85 [0.65–1.10]). Results remained consistent after removing palindromic SNPs (OR(per-SD increment in AAM) = 1.06 [0.97–1.15], OR(per-SD increment in ANM) = 1.05 [0.98–1.13], OR(per-SD increment in AFB) = 0.81 [0.61–1.07]) or excluding SNPs associated with potential confounding traits (OR(per-SD increment in AAM) = 1.03 [0.94–1.12], OR(per-SD increment in ANM) = 1.04 [0.95–1.14]). No outlying instrument was identified through the leave-one-out analysis. CONCLUSIONS: Our MR study does not convincingly support a casual effect of reproductive factors, as reflected by age at menarche, age at menopause, and age at first birth, on the development of RA. Despite the largely augmented set of instruments we used, these instruments only explained a modest proportion of phenotypic variance of exposures. Our knowledge regarding this topic is still insufficient and future studies with larger sample size should be designed to replicate or dispute our findings. BioMed Central 2021-04-09 2021 /pmc/articles/PMC8034136/ /pubmed/33836822 http://dx.doi.org/10.1186/s13075-021-02495-x Text en © The Author(s) 2021 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 Zhu, Jingjing Niu, Zheng Alfredsson, Lars Klareskog, Lars Padyukov, Leonid Jiang, Xia Age at menarche, age at natural menopause, and risk of rheumatoid arthritis — a Mendelian randomization study |
title | Age at menarche, age at natural menopause, and risk of rheumatoid arthritis — a Mendelian randomization study |
title_full | Age at menarche, age at natural menopause, and risk of rheumatoid arthritis — a Mendelian randomization study |
title_fullStr | Age at menarche, age at natural menopause, and risk of rheumatoid arthritis — a Mendelian randomization study |
title_full_unstemmed | Age at menarche, age at natural menopause, and risk of rheumatoid arthritis — a Mendelian randomization study |
title_short | Age at menarche, age at natural menopause, and risk of rheumatoid arthritis — a Mendelian randomization study |
title_sort | age at menarche, age at natural menopause, and risk of rheumatoid arthritis — a mendelian randomization study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8034136/ https://www.ncbi.nlm.nih.gov/pubmed/33836822 http://dx.doi.org/10.1186/s13075-021-02495-x |
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