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The causal association between systemic inflammatory regulators and primary ovarian insufficiency: a bidirectional mendelian randomization study
BACKGROUND: Recent studies have suggested a potential link between systemic inflammatory regulators and primary ovarian insufficiency (POI); however, a causal relationship between them remains unclear. In this study, we explored the causal link between systemic inflammatory regulators and POI risk u...
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/PMC10502980/ https://www.ncbi.nlm.nih.gov/pubmed/37710281 http://dx.doi.org/10.1186/s13048-023-01272-5 |
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author | Wang, Jiahui Zhao, Xia Luo, Rong Xia, Di Liu, Yi Shen, Tao Liang, Yuanjiao |
author_facet | Wang, Jiahui Zhao, Xia Luo, Rong Xia, Di Liu, Yi Shen, Tao Liang, Yuanjiao |
author_sort | Wang, Jiahui |
collection | PubMed |
description | BACKGROUND: Recent studies have suggested a potential link between systemic inflammatory regulators and primary ovarian insufficiency (POI); however, a causal relationship between them remains unclear. In this study, we explored the causal link between systemic inflammatory regulators and POI risk using a bidirectional, two-sample Mendelian randomization (MR) strategy. RESULTS: This approach utilized the most extensive genome-wide association study involving 41 systemic inflammatory regulators in a sample of 8,293 Finnish individuals and POI data from the FinnGen consortium (254 cases vs. 118,228 controls). The inverse variance weighting approach served as a primary MR method, and four additional MR techniques (Maximum Likelihood, MR-Egger, Weighted Median, and constrained maximum likelihood and model averaging Bayesian information criterion ) were applied to support and validate results. Cochran’s Q statistics were used to assess the heterogeneity of instrumental variables, whereas the MR-Egger and MR Pleiotropy Residual Sum and Outlier tests detected horizontal pleiotropy. The MR Steiger test evaluated the strength of a causal association. Our findings suggest that lower levels of vascular endothelial growth factor (odds ratio [OR] = 0.73, 95% confidence interval [CI]: 0.54–0.99, P = 0.046) and interleukin-10 (OR = 0.54, 95% CI: 0.33–0.85, P = 0.021) are associated with an increased risk of POI. Reverse MR analysis revealed no significant effect of POI on the expression of these 41 systemic inflammatory regulators. No notable heterogeneity or horizontal pleiotropy was observed in the instrumental variables. CONCLUSIONS: This study revealed a causal association between 41 systemic inflammatory regulators and POI, demonstrating that decreased levels of VEGF and IL-10 are linked to an elevated risk of POI. Further investigations are necessary to assess the potential of these biomarkers as early predictors, preventive strategies, and therapeutic targets for POI. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13048-023-01272-5. |
format | Online Article Text |
id | pubmed-10502980 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-105029802023-09-16 The causal association between systemic inflammatory regulators and primary ovarian insufficiency: a bidirectional mendelian randomization study Wang, Jiahui Zhao, Xia Luo, Rong Xia, Di Liu, Yi Shen, Tao Liang, Yuanjiao J Ovarian Res Research BACKGROUND: Recent studies have suggested a potential link between systemic inflammatory regulators and primary ovarian insufficiency (POI); however, a causal relationship between them remains unclear. In this study, we explored the causal link between systemic inflammatory regulators and POI risk using a bidirectional, two-sample Mendelian randomization (MR) strategy. RESULTS: This approach utilized the most extensive genome-wide association study involving 41 systemic inflammatory regulators in a sample of 8,293 Finnish individuals and POI data from the FinnGen consortium (254 cases vs. 118,228 controls). The inverse variance weighting approach served as a primary MR method, and four additional MR techniques (Maximum Likelihood, MR-Egger, Weighted Median, and constrained maximum likelihood and model averaging Bayesian information criterion ) were applied to support and validate results. Cochran’s Q statistics were used to assess the heterogeneity of instrumental variables, whereas the MR-Egger and MR Pleiotropy Residual Sum and Outlier tests detected horizontal pleiotropy. The MR Steiger test evaluated the strength of a causal association. Our findings suggest that lower levels of vascular endothelial growth factor (odds ratio [OR] = 0.73, 95% confidence interval [CI]: 0.54–0.99, P = 0.046) and interleukin-10 (OR = 0.54, 95% CI: 0.33–0.85, P = 0.021) are associated with an increased risk of POI. Reverse MR analysis revealed no significant effect of POI on the expression of these 41 systemic inflammatory regulators. No notable heterogeneity or horizontal pleiotropy was observed in the instrumental variables. CONCLUSIONS: This study revealed a causal association between 41 systemic inflammatory regulators and POI, demonstrating that decreased levels of VEGF and IL-10 are linked to an elevated risk of POI. Further investigations are necessary to assess the potential of these biomarkers as early predictors, preventive strategies, and therapeutic targets for POI. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13048-023-01272-5. BioMed Central 2023-09-14 /pmc/articles/PMC10502980/ /pubmed/37710281 http://dx.doi.org/10.1186/s13048-023-01272-5 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 Wang, Jiahui Zhao, Xia Luo, Rong Xia, Di Liu, Yi Shen, Tao Liang, Yuanjiao The causal association between systemic inflammatory regulators and primary ovarian insufficiency: a bidirectional mendelian randomization study |
title | The causal association between systemic inflammatory regulators and primary ovarian insufficiency: a bidirectional mendelian randomization study |
title_full | The causal association between systemic inflammatory regulators and primary ovarian insufficiency: a bidirectional mendelian randomization study |
title_fullStr | The causal association between systemic inflammatory regulators and primary ovarian insufficiency: a bidirectional mendelian randomization study |
title_full_unstemmed | The causal association between systemic inflammatory regulators and primary ovarian insufficiency: a bidirectional mendelian randomization study |
title_short | The causal association between systemic inflammatory regulators and primary ovarian insufficiency: a bidirectional mendelian randomization study |
title_sort | causal association between systemic inflammatory regulators and primary ovarian insufficiency: a bidirectional mendelian randomization study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10502980/ https://www.ncbi.nlm.nih.gov/pubmed/37710281 http://dx.doi.org/10.1186/s13048-023-01272-5 |
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