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Causal Effects of Gut Microbiome on Systemic Lupus Erythematosus: A Two-Sample Mendelian Randomization Study
The observational association between gut microbiome and systemic lupus erythematosus (SLE) has been well documented. However, whether the association is causal remains unclear. The present study used publicly available genome-wide association study (GWAS) summary data to perform two-sample Mendelia...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8453215/ https://www.ncbi.nlm.nih.gov/pubmed/34557183 http://dx.doi.org/10.3389/fimmu.2021.667097 |
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author | Xiang, Kun Wang, Peng Xu, Zhiwei Hu, Yu-Qian He, Yi-Sheng Chen, Yue Feng, Ya-Ting Yin, Kang-Jia Huang, Ji-Xiang Wang, Jie Wu, Zheng-Dong Yang, Xiao-Ke Wang, De-Guang Ye, Dong-Qing Pan, Hai-Feng |
author_facet | Xiang, Kun Wang, Peng Xu, Zhiwei Hu, Yu-Qian He, Yi-Sheng Chen, Yue Feng, Ya-Ting Yin, Kang-Jia Huang, Ji-Xiang Wang, Jie Wu, Zheng-Dong Yang, Xiao-Ke Wang, De-Guang Ye, Dong-Qing Pan, Hai-Feng |
author_sort | Xiang, Kun |
collection | PubMed |
description | The observational association between gut microbiome and systemic lupus erythematosus (SLE) has been well documented. However, whether the association is causal remains unclear. The present study used publicly available genome-wide association study (GWAS) summary data to perform two-sample Mendelian randomization (MR), aiming to examine the causal links between gut microbiome and SLE. Two sets of MR analyses were conducted. A group of single nucleotide polymorphisms (SNPs) that less than the genome-wide statistical significance threshold (5 × 10(-8)) served as instrumental variables. To obtain a comprehensive conclusion, the other group where SNPs were smaller than the locus-wide significance level (1 × 10(-5)) were selected as instrumental variables. Based on the locus-wide significance level, the results indicated that there were causal effects of gut microbiome components on SLE risk. The inverse variance weighted (IVW) method suggested that Bacilli and Lactobacillales were positively correlated with the risk of SLE and Bacillales, Coprobacter and Lachnospira were negatively correlated with SLE risk. The results of weighted median method supported that Bacilli, Lactobacillales, and Eggerthella were risk factors for SLE and Bacillales and Coprobacter served as protective factors for SLE. The estimates of MR Egger suggested that genetically predicted Ruminiclostridium6 was negatively associated with SLE. Based on the genome-wide statistical significance threshold, the results showed that Actinobacteria might reduce the SLE risk. However, Mendelian randomization pleiotropy residual sum and outlier (MR-PRESSO) detected significant horizontal pleiotropy between the instrumental variables of Ruminiclostridium6 and outcome. This study support that there are beneficial or detrimental causal effects of gut microbiome components on SLE risk. |
format | Online Article Text |
id | pubmed-8453215 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-84532152021-09-22 Causal Effects of Gut Microbiome on Systemic Lupus Erythematosus: A Two-Sample Mendelian Randomization Study Xiang, Kun Wang, Peng Xu, Zhiwei Hu, Yu-Qian He, Yi-Sheng Chen, Yue Feng, Ya-Ting Yin, Kang-Jia Huang, Ji-Xiang Wang, Jie Wu, Zheng-Dong Yang, Xiao-Ke Wang, De-Guang Ye, Dong-Qing Pan, Hai-Feng Front Immunol Immunology The observational association between gut microbiome and systemic lupus erythematosus (SLE) has been well documented. However, whether the association is causal remains unclear. The present study used publicly available genome-wide association study (GWAS) summary data to perform two-sample Mendelian randomization (MR), aiming to examine the causal links between gut microbiome and SLE. Two sets of MR analyses were conducted. A group of single nucleotide polymorphisms (SNPs) that less than the genome-wide statistical significance threshold (5 × 10(-8)) served as instrumental variables. To obtain a comprehensive conclusion, the other group where SNPs were smaller than the locus-wide significance level (1 × 10(-5)) were selected as instrumental variables. Based on the locus-wide significance level, the results indicated that there were causal effects of gut microbiome components on SLE risk. The inverse variance weighted (IVW) method suggested that Bacilli and Lactobacillales were positively correlated with the risk of SLE and Bacillales, Coprobacter and Lachnospira were negatively correlated with SLE risk. The results of weighted median method supported that Bacilli, Lactobacillales, and Eggerthella were risk factors for SLE and Bacillales and Coprobacter served as protective factors for SLE. The estimates of MR Egger suggested that genetically predicted Ruminiclostridium6 was negatively associated with SLE. Based on the genome-wide statistical significance threshold, the results showed that Actinobacteria might reduce the SLE risk. However, Mendelian randomization pleiotropy residual sum and outlier (MR-PRESSO) detected significant horizontal pleiotropy between the instrumental variables of Ruminiclostridium6 and outcome. This study support that there are beneficial or detrimental causal effects of gut microbiome components on SLE risk. Frontiers Media S.A. 2021-09-07 /pmc/articles/PMC8453215/ /pubmed/34557183 http://dx.doi.org/10.3389/fimmu.2021.667097 Text en Copyright © 2021 Xiang, Wang, Xu, Hu, He, Chen, Feng, Yin, Huang, Wang, Wu, Yang, Wang, Ye and Pan https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Xiang, Kun Wang, Peng Xu, Zhiwei Hu, Yu-Qian He, Yi-Sheng Chen, Yue Feng, Ya-Ting Yin, Kang-Jia Huang, Ji-Xiang Wang, Jie Wu, Zheng-Dong Yang, Xiao-Ke Wang, De-Guang Ye, Dong-Qing Pan, Hai-Feng Causal Effects of Gut Microbiome on Systemic Lupus Erythematosus: A Two-Sample Mendelian Randomization Study |
title | Causal Effects of Gut Microbiome on Systemic Lupus Erythematosus: A Two-Sample Mendelian Randomization Study |
title_full | Causal Effects of Gut Microbiome on Systemic Lupus Erythematosus: A Two-Sample Mendelian Randomization Study |
title_fullStr | Causal Effects of Gut Microbiome on Systemic Lupus Erythematosus: A Two-Sample Mendelian Randomization Study |
title_full_unstemmed | Causal Effects of Gut Microbiome on Systemic Lupus Erythematosus: A Two-Sample Mendelian Randomization Study |
title_short | Causal Effects of Gut Microbiome on Systemic Lupus Erythematosus: A Two-Sample Mendelian Randomization Study |
title_sort | causal effects of gut microbiome on systemic lupus erythematosus: a two-sample mendelian randomization study |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8453215/ https://www.ncbi.nlm.nih.gov/pubmed/34557183 http://dx.doi.org/10.3389/fimmu.2021.667097 |
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