The Causal Relationship Between Gut Microbiomes, Inflammatory Mediators, and Traumatic Brain Injury in Europeans: Evidence from Genetic Correlation and Functional Mapping Annotation Analyses

<b>Background:</b> The gut microbiome (GM) has been reported to play a role in traumatic brain injury (TBI). To investigate the causal relationship between GMs, inflammatory mediators, and TBI, a comprehensive Mendelian randomization (MR) analysis was conducted. <b>Methods:</b> We utilized Genome-Wide Association Study (GWAS) summary statistics to examine the causal relationships between GM and TBI. To assess the potential causal associations between GM and TBI, we employed the inverse-variance-weighted, MR-Egger, and weighted median methods. Mediation analysis was used to assess the possible mediating factors. Several sensitivity analyses methods were implemented to verify the stability of the results. Additionally, we utilized FUMA GWAS to map single-nucleotide polymorphisms to genes and conduct transcriptomic MR analysis. <b>Results:</b> We identified potential causal relationships between nine bacterial taxa and TBI. Notably, class <i>Methanobacteria</i>, family <i>Methanobacteriaceae</i>, and order <i>Methanobacteriales</i> (<i>p</i> = 0.0003) maintained a robust positive correlation with TBI. This causal association passed false discovery rate (FDR) correction (FDR < 0.05). Genetically determined 1 inflammatory protein, 30 immune cells and 3 inflammatory factors were significantly causally related to TBI. None of them mediated the relationship between GMs and TBI. The outcome of the sensitivity analysis corroborated the findings. Regarding the mapped genes of significant GMs, genes such as <i>CLK4</i>, <i>MTRF1</i>, <i>NAA16</i>, <i>SH3BP5</i>, and <i>ZNF354A</i> in class <i>Methanobacteria</i> showed a significant causal correlation with TBI. <b>Conclusions:</b> Our study reveals the potential causal effects of nine GMs, especially <i>Methanogens</i> on TBI, and there was no link between TBI and GM through inflammatory protein, immune cells, and inflammatory factors, which may offer fresh insights into TBI biomarkers and therapeutic targets through specific GMs.

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Publication Details

Journal
Biomedicines
Published
2025-03-20
DOI
https://doi.org/10.3390/biomedicines13030753
Citations
2
Primary Topic
Gut microbiota and health
Type
article
Field-Weighted Citation Impact
1.61

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article

The Causal Relationship Between Gut Microbiomes, Inflammatory Mediators, and Traumatic Brain Injury in Europeans: Evidence from Genetic Correlation and Functional Mapping Annotation Analyses

Minjia Xie, Aojie Duan, Youjia Qiu, Ziqian Yin et al.
2 citations
Biomedicines
Gut microbiota and health
1.61
article

The Causal Relationship Between Gut Microbiomes, Inflammatory Mediators, and Traumatic Brain Injury in Europeans: Evidence from Genetic Correlation and Functional Mapping Annotation Analyses

Minjia Xie, Aojie Duan, Youjia Qiu, Ziqian Yin, Zhouqing Chen, Chao Ma, Menghan Wang, Zilan Wang, Bingyi Song, Yuchen Tao
article en
2 citations

Abstract

<b>Background:</b> The gut microbiome (GM) has been reported to play a role in traumatic brain injury (TBI). To investigate the causal relationship between GMs, inflammatory mediators, and TBI, a comprehensive Mendelian randomization (MR) analysis was conducted. <b>Methods:</b> We utilized Genome-Wide Association Study (GWAS) summary statistics to examine the causal relationships between GM and TBI. To assess the potential causal associations between GM and TBI, we employed the inverse-variance-weighted, MR-Egger, and weighted median methods. Mediation analysis was used to assess the possible mediating factors. Several sensitivity analyses methods were implemented to verify the stability of the results. Additionally, we utilized FUMA GWAS to map single-nucleotide polymorphisms to genes and conduct transcriptomic MR analysis. <b>Results:</b> We identified potential causal relationships between nine bacterial taxa and TBI. Notably, class <i>Methanobacteria</i>, family <i>Methanobacteriaceae</i>, and order <i>Methanobacteriales</i> (<i>p</i> = 0.0003) maintained a robust positive correlation with TBI. This causal association passed false discovery rate (FDR) correction (FDR < 0.05). Genetically determined 1 inflammatory protein, 30 immune cells and 3 inflammatory factors were significantly causally related to TBI. None of them mediated the relationship between GMs and TBI. The outcome of the sensitivity analysis corroborated the findings. Regarding the mapped genes of significant GMs, genes such as <i>CLK4</i>, <i>MTRF1</i>, <i>NAA16</i>, <i>SH3BP5</i>, and <i>ZNF354A</i> in class <i>Methanobacteria</i> showed a significant causal correlation with TBI. <b>Conclusions:</b> Our study reveals the potential causal effects of nine GMs, especially <i>Methanogens</i> on TBI, and there was no link between TBI and GM through inflammatory protein, immune cells, and inflammatory factors, which may offer fresh insights into TBI biomarkers and therapeutic targets through specific GMs.

BiomedicinesVol. 13(3)
Soochow University (CN), First Affiliated Hospital of Soochow University (CN)
National Natural Science Foundation of China
Good health and well-being
Openalex Percentile: Top 18%
Gut microbiota and health
1.61
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