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Association between gut microbiota and preeclampsia-eclampsia: a two-sample Mendelian randomization study

BACKGROUND: Several recent observational studies have reported that gut microbiota composition is associated with preeclampsia. However, the causal effect of gut microbiota on preeclampsia-eclampsia is unknown. METHODS: A two-sample Mendelian randomization study was performed using the summary stati...

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Autores principales: Li, Pengsheng, Wang, Haiyan, Guo, Lan, Gou, Xiaoyan, Chen, Gengdong, Lin, Dongxin, Fan, Dazhi, Guo, Xiaoling, Liu, Zhengping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9667679/
https://www.ncbi.nlm.nih.gov/pubmed/36380372
http://dx.doi.org/10.1186/s12916-022-02657-x
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author Li, Pengsheng
Wang, Haiyan
Guo, Lan
Gou, Xiaoyan
Chen, Gengdong
Lin, Dongxin
Fan, Dazhi
Guo, Xiaoling
Liu, Zhengping
author_facet Li, Pengsheng
Wang, Haiyan
Guo, Lan
Gou, Xiaoyan
Chen, Gengdong
Lin, Dongxin
Fan, Dazhi
Guo, Xiaoling
Liu, Zhengping
author_sort Li, Pengsheng
collection PubMed
description BACKGROUND: Several recent observational studies have reported that gut microbiota composition is associated with preeclampsia. However, the causal effect of gut microbiota on preeclampsia-eclampsia is unknown. METHODS: A two-sample Mendelian randomization study was performed using the summary statistics of gut microbiota from the largest available genome-wide association study meta-analysis (n=13,266) conducted by the MiBioGen consortium. The summary statistics of preeclampsia-eclampsia were obtained from the FinnGen consortium R7 release data (5731 cases and 160,670 controls). Inverse variance weighted, maximum likelihood, MR-Egger, weighted median, weighted model, MR-PRESSO, and cML-MA were used to examine the causal association between gut microbiota and preeclampsia-eclampsia. Reverse Mendelian randomization analysis was performed on the bacteria that were found to be causally associated with preeclampsia-eclampsia in forward Mendelian randomization analysis. Cochran’s Q statistics were used to quantify the heterogeneity of instrumental variables. RESULTS: Inverse variance weighted estimates suggested that Bifidobacterium had a protective effect on preeclampsia-eclampsia (odds ratio = 0.76, 95% confidence interval: 0.64–0.89, P = 8.03 × 10(−4)). In addition, Collinsella (odds ratio = 0.77, 95% confidence interval: 0.60–0.98, P = 0.03), Enterorhabdus (odds ratio = 0.76, 95% confidence interval: 0.62–0.93, P = 8.76 × 10(−3)), Eubacterium (ventriosum group) (odds ratio = 0.76, 95% confidence interval: 0.63–0.91, P = 2.43 × 10(−3)), Lachnospiraceae (NK4A136 group) (odds ratio = 0.77, 95% confidence interval: 0.65–0.92, P = 3.77 × 10(−3)), and Tyzzerella 3 (odds ratio = 0.85, 95% confidence interval: 0.74–0.97, P = 0.01) presented a suggestive association with preeclampsia-eclampsia. According to the results of reverse MR analysis, no significant causal effect of preeclampsia-eclampsia was found on gut microbiota. No significant heterogeneity of instrumental variables or horizontal pleiotropy was found. CONCLUSIONS: This two-sample Mendelian randomization study found that Bifidobacterium was causally associated with preeclampsia-eclampsia. Further randomized controlled trials are needed to clarify the protective effect of probiotics on preeclampsia-eclampsia and their specific protective mechanisms. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-022-02657-x.
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spelling pubmed-96676792022-11-17 Association between gut microbiota and preeclampsia-eclampsia: a two-sample Mendelian randomization study Li, Pengsheng Wang, Haiyan Guo, Lan Gou, Xiaoyan Chen, Gengdong Lin, Dongxin Fan, Dazhi Guo, Xiaoling Liu, Zhengping BMC Med Research Article BACKGROUND: Several recent observational studies have reported that gut microbiota composition is associated with preeclampsia. However, the causal effect of gut microbiota on preeclampsia-eclampsia is unknown. METHODS: A two-sample Mendelian randomization study was performed using the summary statistics of gut microbiota from the largest available genome-wide association study meta-analysis (n=13,266) conducted by the MiBioGen consortium. The summary statistics of preeclampsia-eclampsia were obtained from the FinnGen consortium R7 release data (5731 cases and 160,670 controls). Inverse variance weighted, maximum likelihood, MR-Egger, weighted median, weighted model, MR-PRESSO, and cML-MA were used to examine the causal association between gut microbiota and preeclampsia-eclampsia. Reverse Mendelian randomization analysis was performed on the bacteria that were found to be causally associated with preeclampsia-eclampsia in forward Mendelian randomization analysis. Cochran’s Q statistics were used to quantify the heterogeneity of instrumental variables. RESULTS: Inverse variance weighted estimates suggested that Bifidobacterium had a protective effect on preeclampsia-eclampsia (odds ratio = 0.76, 95% confidence interval: 0.64–0.89, P = 8.03 × 10(−4)). In addition, Collinsella (odds ratio = 0.77, 95% confidence interval: 0.60–0.98, P = 0.03), Enterorhabdus (odds ratio = 0.76, 95% confidence interval: 0.62–0.93, P = 8.76 × 10(−3)), Eubacterium (ventriosum group) (odds ratio = 0.76, 95% confidence interval: 0.63–0.91, P = 2.43 × 10(−3)), Lachnospiraceae (NK4A136 group) (odds ratio = 0.77, 95% confidence interval: 0.65–0.92, P = 3.77 × 10(−3)), and Tyzzerella 3 (odds ratio = 0.85, 95% confidence interval: 0.74–0.97, P = 0.01) presented a suggestive association with preeclampsia-eclampsia. According to the results of reverse MR analysis, no significant causal effect of preeclampsia-eclampsia was found on gut microbiota. No significant heterogeneity of instrumental variables or horizontal pleiotropy was found. CONCLUSIONS: This two-sample Mendelian randomization study found that Bifidobacterium was causally associated with preeclampsia-eclampsia. Further randomized controlled trials are needed to clarify the protective effect of probiotics on preeclampsia-eclampsia and their specific protective mechanisms. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-022-02657-x. BioMed Central 2022-11-15 /pmc/articles/PMC9667679/ /pubmed/36380372 http://dx.doi.org/10.1186/s12916-022-02657-x 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
Li, Pengsheng
Wang, Haiyan
Guo, Lan
Gou, Xiaoyan
Chen, Gengdong
Lin, Dongxin
Fan, Dazhi
Guo, Xiaoling
Liu, Zhengping
Association between gut microbiota and preeclampsia-eclampsia: a two-sample Mendelian randomization study
title Association between gut microbiota and preeclampsia-eclampsia: a two-sample Mendelian randomization study
title_full Association between gut microbiota and preeclampsia-eclampsia: a two-sample Mendelian randomization study
title_fullStr Association between gut microbiota and preeclampsia-eclampsia: a two-sample Mendelian randomization study
title_full_unstemmed Association between gut microbiota and preeclampsia-eclampsia: a two-sample Mendelian randomization study
title_short Association between gut microbiota and preeclampsia-eclampsia: a two-sample Mendelian randomization study
title_sort association between gut microbiota and preeclampsia-eclampsia: a two-sample mendelian randomization study
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9667679/
https://www.ncbi.nlm.nih.gov/pubmed/36380372
http://dx.doi.org/10.1186/s12916-022-02657-x
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