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...
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Veröffentlicht in: | Frontiers in immunology 2021-09, Vol.12, p.667097-667097 |
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Zusammenfassung: | 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. |
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ISSN: | 1664-3224 1664-3224 |
DOI: | 10.3389/fimmu.2021.667097 |