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Gut microbiota and intervertebral disc degeneration: a bidirectional two-sample Mendelian randomization study

BACKGROUND: Although previous studies have suggested a close association between gut microbiota (GM) and intervertebral disc degeneration (IVDD), the causal relationship between them remains unclear. Hence, we thoroughly investigate their causal relationship by means of a two-sample Mendelian random...

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Autores principales: Geng, Ziming, Wang, Jian, Chen, Guangdong, Liu, Jianchao, Lan, Jie, Zhang, Zepei, Miao, Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10424333/
https://www.ncbi.nlm.nih.gov/pubmed/37580794
http://dx.doi.org/10.1186/s13018-023-04081-0
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author Geng, Ziming
Wang, Jian
Chen, Guangdong
Liu, Jianchao
Lan, Jie
Zhang, Zepei
Miao, Jun
author_facet Geng, Ziming
Wang, Jian
Chen, Guangdong
Liu, Jianchao
Lan, Jie
Zhang, Zepei
Miao, Jun
author_sort Geng, Ziming
collection PubMed
description BACKGROUND: Although previous studies have suggested a close association between gut microbiota (GM) and intervertebral disc degeneration (IVDD), the causal relationship between them remains unclear. Hence, we thoroughly investigate their causal relationship by means of a two-sample Mendelian randomization (MR) study, aiming to determine the impact of gut microbiota on the risk of developing intervertebral disc degeneration. METHODS: Summary data from genome-wide association studies of GM (the MiBioGen) and IVDD (the FinnGen biobank) have been acquired. The inverse variance weighted (IVW) method was utilized as the primary MR analysis approach. Weighted median, MR-Egger regression, weighted mode, and simple mode were used as supplements. The Mendelian randomization pleiotropy residual sum and outlier (MR-PRESSO) and MR-Egger regression were performed to assess horizontal pleiotropy. Cochran's Q test evaluated heterogeneity. Leave-one-out sensitivity analysis was further conducted to determine the reliability of the causal relationship. A reverse MR analysis was conducted to assess potential reverse causation. RESULTS: We identified nine gut microbial taxa that were causally associated with IVDD (P < 0.05). Following the Benjamini–Hochberg corrected test, the association between the phylum Bacteroidetes and a higher risk of IVDD remained significant (IVW FDR-corrected P = 0.0365). The results of the Cochrane Q test did not indicate heterogeneity (P > 0.05). Additionally, both the MR-Egger intercept test and the MR-PRESSO global test revealed that our results were not influenced by horizontal pleiotropy (P > 0.05). Furthermore, the leave-one-out analysis substantiated the reliability of the causal relationship. In the reverse analysis, no evidence was found to suggest that IVDD has an impact on the gut microbiota. CONCLUSION: Our results validate the potential causal impact of particular GM taxa on IVDD, thus providing fresh insights into the gut microbiota-mediated mechanism of IVDD and laying the groundwork for further research into targeted preventive measures. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13018-023-04081-0.
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spelling pubmed-104243332023-08-15 Gut microbiota and intervertebral disc degeneration: a bidirectional two-sample Mendelian randomization study Geng, Ziming Wang, Jian Chen, Guangdong Liu, Jianchao Lan, Jie Zhang, Zepei Miao, Jun J Orthop Surg Res Research Article BACKGROUND: Although previous studies have suggested a close association between gut microbiota (GM) and intervertebral disc degeneration (IVDD), the causal relationship between them remains unclear. Hence, we thoroughly investigate their causal relationship by means of a two-sample Mendelian randomization (MR) study, aiming to determine the impact of gut microbiota on the risk of developing intervertebral disc degeneration. METHODS: Summary data from genome-wide association studies of GM (the MiBioGen) and IVDD (the FinnGen biobank) have been acquired. The inverse variance weighted (IVW) method was utilized as the primary MR analysis approach. Weighted median, MR-Egger regression, weighted mode, and simple mode were used as supplements. The Mendelian randomization pleiotropy residual sum and outlier (MR-PRESSO) and MR-Egger regression were performed to assess horizontal pleiotropy. Cochran's Q test evaluated heterogeneity. Leave-one-out sensitivity analysis was further conducted to determine the reliability of the causal relationship. A reverse MR analysis was conducted to assess potential reverse causation. RESULTS: We identified nine gut microbial taxa that were causally associated with IVDD (P < 0.05). Following the Benjamini–Hochberg corrected test, the association between the phylum Bacteroidetes and a higher risk of IVDD remained significant (IVW FDR-corrected P = 0.0365). The results of the Cochrane Q test did not indicate heterogeneity (P > 0.05). Additionally, both the MR-Egger intercept test and the MR-PRESSO global test revealed that our results were not influenced by horizontal pleiotropy (P > 0.05). Furthermore, the leave-one-out analysis substantiated the reliability of the causal relationship. In the reverse analysis, no evidence was found to suggest that IVDD has an impact on the gut microbiota. CONCLUSION: Our results validate the potential causal impact of particular GM taxa on IVDD, thus providing fresh insights into the gut microbiota-mediated mechanism of IVDD and laying the groundwork for further research into targeted preventive measures. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13018-023-04081-0. BioMed Central 2023-08-14 /pmc/articles/PMC10424333/ /pubmed/37580794 http://dx.doi.org/10.1186/s13018-023-04081-0 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 Article
Geng, Ziming
Wang, Jian
Chen, Guangdong
Liu, Jianchao
Lan, Jie
Zhang, Zepei
Miao, Jun
Gut microbiota and intervertebral disc degeneration: a bidirectional two-sample Mendelian randomization study
title Gut microbiota and intervertebral disc degeneration: a bidirectional two-sample Mendelian randomization study
title_full Gut microbiota and intervertebral disc degeneration: a bidirectional two-sample Mendelian randomization study
title_fullStr Gut microbiota and intervertebral disc degeneration: a bidirectional two-sample Mendelian randomization study
title_full_unstemmed Gut microbiota and intervertebral disc degeneration: a bidirectional two-sample Mendelian randomization study
title_short Gut microbiota and intervertebral disc degeneration: a bidirectional two-sample Mendelian randomization study
title_sort gut microbiota and intervertebral disc degeneration: a bidirectional two-sample mendelian randomization study
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10424333/
https://www.ncbi.nlm.nih.gov/pubmed/37580794
http://dx.doi.org/10.1186/s13018-023-04081-0
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