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Published on: January 20, 2023
Causal relationships between gut microbiota and programmed cell death protein 1/programmed cell death-ligand 1: A
Yu-Feng Huang1, Wei-Ming Zhang2, Zhi-Song Wei2
1The First Clinical College, Shanxi Medical University, Jinzhong, China.
This study reveals specific gut bacteria linked to PD-1/PD-L1 expression, offering potential biomarkers for immune checkpoint blockade (ICB) therapy effectiveness. Findings clarify the causal relationship between the gut microbiota and ICB response.
Area of Science:
- Microbiome research
- Immunotherapy
- Genetics
Background:
- Clinical studies suggest gut microbiota impacts immune checkpoint blockade (ICB) therapy efficacy.
- The precise causal relationship and specific microbial players remain unclear due to confounding factors.
- Identifying these microbes is crucial for optimizing ICB treatment outcomes.
Purpose of the Study:
- To establish a causal link between the gut microbiota and PD-1/PD-L1 expression.
- To identify specific microbial species that could serve as biomarkers for ICB therapy.
- To enhance the predictive power of immunotherapy response through microbiome analysis.
Main Methods:
- Utilized bidirectional two-sample Mendelian randomization (MR) to investigate causality.
- Employed two distinct data thresholds for robust analysis.
- Conducted species-level microbiota genome-wide association studies (GWAS) for validation.
Main Results:
- Genus_Holdemanella negatively correlated with PD-1; Genus_Prevotella9 positively correlated with PD-1.
- Several bacteria, including Rhodospirillales, Ruminococcaceae_UCG005, and Coprococcus_2, showed positive correlations with PD-L1.
- Firmicutes and specific ClostridialesvadinBB60group, Ruminococcaceae, and Ruminococcaceae_UCG014 showed negative correlations with PD-L1.
- Species_Parabacteroides_unclassified was identified as a significant species in further analysis.
Conclusions:
- Established causal relationships between specific gut bacteria and PD-1/PD-L1 levels.
- Identified potential microbial biomarkers for predicting response to immune checkpoint blockade therapy.
- MR analyses were robust, with no significant heterogeneity or pleiotropy detected.
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