Mendelian Randomization Reveals a Causal Relationship between the Effects of Gut Microbiota and Progression of CKD

Background: To reveal the causal relationship between gut microbiota and the progression of Chronic Kidney Disease (CKD) using Mendelian Randomization (MR). Methods: A two-sample MR Analysis combined with Genome-Wide Association Studies (GWAS) data was used to evaluate the potential impact of 195 bacterial groups on CKD progression. Inverse Variance Weighted (IVW) method was used as the main analysis tool. Robustness was verified by weighted median, MR-Egger regression, MR-PRESSO detection and Model-Based Estimation (MBE). The Bonferroni correction method was used to adjust the risk of false positives in multiple comparisons. Results: MR Analysis showed that Desulfovibrionales, Eubacterium eligens, Desulfovibrionaceae, Mucoraceae UCG-002, Proteobacteria, and Clostridium increased significantly with CKD risk (P<0.05). Sensitivity analysis showed that the main MR Analysis results were robust. Conclusion: This study provides evidence of a causal relationship between the gut microbiota and the progression of CKD, and in particular an increased abundance of Desulfovibrionales is associated with an increased risk of CKD. These findings reinforce the important role of gut microbes in the pathogenesis of CKD and provide directions for future research and potential clinical interventions.

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Publication Details

Journal
Journal of the American Society of Nephrology
Published
2024-10-01
DOI
https://doi.org/10.1681/asn.2024w7np6vf3
Primary Topic
Diet and metabolism studies
Type
article
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article

Mendelian Randomization Reveals a Causal Relationship between the Effects of Gut Microbiota and Progression of CKD

Chiehlun Yang
Journal of the American Society of Nephrology
Diet and metabolism studies
article

Mendelian Randomization Reveals a Causal Relationship between the Effects of Gut Microbiota and Progression of CKD

Chiehlun Yang
article en

Abstract

Background: To reveal the causal relationship between gut microbiota and the progression of Chronic Kidney Disease (CKD) using Mendelian Randomization (MR). Methods: A two-sample MR Analysis combined with Genome-Wide Association Studies (GWAS) data was used to evaluate the potential impact of 195 bacterial groups on CKD progression. Inverse Variance Weighted (IVW) method was used as the main analysis tool. Robustness was verified by weighted median, MR-Egger regression, MR-PRESSO detection and Model-Based Estimation (MBE). The Bonferroni correction method was used to adjust the risk of false positives in multiple comparisons. Results: MR Analysis showed that Desulfovibrionales, Eubacterium eligens, Desulfovibrionaceae, Mucoraceae UCG-002, Proteobacteria, and Clostridium increased significantly with CKD risk (P<0.05). Sensitivity analysis showed that the main MR Analysis results were robust. Conclusion: This study provides evidence of a causal relationship between the gut microbiota and the progression of CKD, and in particular an increased abundance of Desulfovibrionales is associated with an increased risk of CKD. These findings reinforce the important role of gut microbes in the pathogenesis of CKD and provide directions for future research and potential clinical interventions.

Journal of the American Society of NephrologyVol. 35(10S)
Xiamen Chang Gung Hospital (CN)
Zero hunger
Openalex Percentile: Top 74%
Diet and metabolism studies
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