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Published on: July 14, 2016
Causal Effects of Gut Microbiota on Age-Related Macular Degeneration: A Mendelian Randomization Study
Deshen Mao1,2, Borui Tao2, Shuyan Sheng2
1Department of Ophthalmology, Anqing Municipal Hospital, Anqing, China.
Purpose:
Recently, the association between gut microbiota and age-related macular degeneration (AMD) through the gut-retina axis has attracted great interest. However, the causal relationship between them has not been elucidated. Using publicly available genome-wide association study summary statistics, we conducted a two-sample Mendelian randomization (MR) analysis to examine the causal relationship between the gut microbiota and the occurrence of AMD.
Methods:
The study used a variety of quality control techniques to select instrumental single nucleotide polymorphisms (SNPs) with strong exposure associations. We used a set of SNPs as instrumental variable that were below the genome-wide statistical significance threshold (5 × 10-8). Additionally, a separate group of SNPs below the locus-wide significance level (1 × 10-5) were selected as instrumental variables to ensure a comprehensive conclusion. Inverse variance-weighted (IVW) analysis was the primary technique we used to examine causality in order to confirm the validity of our findings. The MR-Egger intercept test, Cochran's Q test, and leave-one-out sensitivity analysis were used to evaluate the horizontal pleiotropy, heterogeneities, and stability of the genetic variants.
Results:
IVW results showed that genus Anaerotruncus (P = 5.00 × 10-3), genus Candidatus Soleaferrea (P = 1.83 × 10-2), and genus unknown id.2071 (P = 3.12 × 10-2) were protective factors for AMD. The Eubacterium oxidoreducens group (P = 3.17 × 10-2), genus Faecalibacterium (P = 2.67 × 10-2), and genus Ruminococcaceae UCG-011 (P = 4.04 × 10-2) were risk factors of AMD. No gut microbiota (GM) taxa were found to be causally related to AMD at the phylum, class, order, and family levels (P > 0.05). The robustness of MR results were confirmed by heterogeneity and pleiotropy analysis. (P > 0.05). We also performed a bidirectional analysis, which showed that genus Anaerotruncus, genus Candidatus Soleaferrea, genus unknown id.2071 and the Eubacterium oxidoreducens group had an interaction with AMD, whereas genus Faecalibacterium showed only a unilateral unfavorable effect on AMD.
Conclusions:
We confirmed a causal relationship between AMD and GM taxa, including the Eubacterium oxidoreducens group, Faecalibacterium, Ruminococcaceae UCG-011, Anaerotruncus, and Candidatus Soleaferrea. These strains have the potential to serve as new biomarkers, offering valuable insights into the treatment and prevention of AMD.
Insights
This study reveals specific gut bacteria linked to age-related macular degeneration (AMD). Certain gut microbiota act as protective factors, while others increase AMD risk, offering potential new biomarkers for prevention and treatment.
Area of Science:
- Ophthalmology
- Microbiology
- Genetics
Background:
- The gut-retina axis highlights the gut microbiota's role in age-related macular degeneration (AMD).
- A definitive causal link between gut microbiota and AMD remains to be established.
Purpose of the Study:
- To investigate the causal relationship between gut microbiota and the occurrence of age-related macular degeneration (AMD).
- To utilize genome-wide association study (GWAS) data and Mendelian randomization (MR) analysis for exploring gut microbiota-AMD associations.
Main Methods:
- A two-sample Mendelian randomization (MR) analysis was performed using publicly available GWAS summary statistics.
- Instrumental variables (SNPs) were selected based on stringent quality control and statistical significance thresholds.
- Causality was primarily assessed using Inverse Variance Weighted (IVW) analysis, with MR-Egger intercept, Cochran's Q, and leave-one-out analyses for robustness.
Main Results:
- Specific gut bacterial genera, including Anaerotruncus, Candidatus Soleaferrea, and an unknown id.2071, demonstrated a protective effect against AMD.
- The Eubacterium oxidoreducens group, Faecalibacterium, and Ruminococcaceae UCG-011 were identified as risk factors for AMD.
- No causal relationships were found at higher taxonomic levels (phylum to family), and bidirectional analysis indicated interactions between certain bacteria and AMD.
Conclusions:
- Confirmed causal links between specific gut microbiota taxa (Eubacterium oxidoreducens group, Faecalibacterium, Ruminococcaceae UCG-011, Anaerotruncus, Candidatus Soleaferrea) and AMD.
- These identified gut bacteria present potential as novel biomarkers for AMD.
- Findings offer insights for developing new strategies for AMD prevention and treatment.

