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Causal Mediation Role of Immune Cells in Gut Microbiota-Pneumonia Associations: A Mendelian Randomisation Study
Nianzong Hou1,2, Zhenhong Zhang3, Weiwei Song4
1Center of Gallbladder Disease, Shanghai East Hospital, Institute of Gallstone Disease, School of Medicine, Tongji University, Shanghai, China.
Abstract:
The gut-lung axis plays a pivotal role in pneumonia pathogenesis, with immune regulation serving as a key mechanistic link between gut microbiota and disease progression. Despite established associations among gut microbiota, immune cell traits and pneumonia, their causal interplay and underlying mechanisms remain poorly elucidated. To investigate the causal relationships between gut microbiota and pneumonia and quantify the mediating effects of immune cell traits using Mendelian randomisation (MR), we performed a two-sample MR and multivariable MR (MVMR) analysis employing inverse-variance weighted (IVW) as the primary method. Genetic instruments for 211 gut microbiota taxa and 731 immune cell traits were derived from genome-wide association studies (GWAS). Mediation analysis was conducted to estimate immune cell-mediated effects on microbiota-pneumonia associations. Genetically predicted abundance of the Oxalobacteraceae family was positively associated with pneumonia risk (OR: 1.090; 95% CI: 1.010-1.175; p = 0.026). Mediation analysis revealed that CD16+ monocytes significantly mediated this relationship (Mediated Effect: 0.025, proportion mediated: 29.1%). This study provides genetic evidence supporting Oxalobacteraceae as a causal risk factor for pneumonia, partially mediated through CD16+ monocyte regulation. These findings offer novel insights into microbiome-directed immunomodulatory strategies for pneumonia prevention.
Insights
The Oxalobacteraceae gut bacteria family increases pneumonia risk. This effect is partly mediated by CD16+ monocytes, suggesting new microbiome-based strategies for pneumonia prevention.
Area of Science:
- Microbiome research
- Immunology
- Genetics
Background:
- The gut-lung axis links gut microbiota to pneumonia pathogenesis via immune regulation.
- Causal links between gut microbiota, immune cells, and pneumonia are not well understood.
Purpose of the Study:
- To investigate causal relationships between gut microbiota and pneumonia.
- To quantify immune cell mediation in microbiota-pneumonia associations using Mendelian randomization (MR).
Main Methods:
- Two-sample and multivariable MR (MVMR) analyses.
- Used genome-wide association study (GWAS) data for 211 gut microbiota taxa and 731 immune cell traits.
- Employed inverse-variance weighted (IVW) as the primary analysis method and mediation analysis.
Main Results:
- Genetically predicted Oxalobacteraceae abundance showed a positive association with pneumonia risk (OR: 1.090).
- CD16+ monocytes significantly mediated the relationship between Oxalobacteraceae and pneumonia (Proportion mediated: 29.1%).
Conclusions:
- Provides genetic evidence for Oxalobacteraceae as a causal risk factor for pneumonia.
- Highlights the role of CD16+ monocyte regulation in this association.
- Suggests potential for microbiome-directed immunomodulatory strategies in pneumonia prevention.
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