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Updated: Jul 2, 2025

Assessment of Morphine-induced Hyperalgesia and Analgesic Tolerance in Mice Using Thermal and Mechanical Nociceptive Modalities
Published on: July 29, 2014
Genetically supported causality between gut microbiota, immune cells and morphine tolerance: a two-sample Mendelian
Shuai Han1,2, Jiapei Gao2, Zi Wang1,2
1Department of Anesthesiology, Northern Jiangsu People's Hospital, Clinical Medical School, Yangzhou University, Yangzhou, China.
Background:
Previous researches have suggested a significant connection between the gut microbiota/immune cells and morphine tolerance (MT), but there is still uncertainty regarding their causal relationship. Hence, our objective is to inverstigate this causal association and reveal the impact of gut microbiota/immune cells on the risk of developing MT using a two-sample Mendelian randomization (MR) study.
Methods:
We conducted a comprehensive analysis using genome-wide association study (GWAS) summary statistics for gut microbiota, immune cells, and MT. The main approach employed was the inverse variance-weighted (IVW) method in MR. To assess horizontal pleiotropy and remove outlier single-nucleotide polymorphisms (SNPs), we utilized the Mendelian randomization pleiotropy residual sum and outlier (MR-PRESSO) technique as well as MR-Egger regression. Heterogeneity detection was performed using Cochran's Q-test. Additionally, leave-one-out analysis was carried out to determine if any single SNP drove the causal association signals. Finally, we conducted a reverse MR to evaluate the potential of reverse causation.
Results:
We discovered that 6 gut microbial taxa and 16 immune cells were causally related to MT (p < 0.05). Among them, 2 bacterial features and 9 immunophenotypes retained a strong causal relationship with lower risk of MT: genus. Lachnospiraceae NK4A136group (OR: 0.962, 95% CI: 0.940-0.987, p = 0.030), genus. RuminococcaceaeUCG011 (OR: 0.960, 95% CI: 0.946-0.976, p = 0.003), BAFF-R on B cell (OR: 0.972, 95% CI: 0.947-0.998, p = 0.013). Furthermore, 4 bacterial features and 7 immunophenotypes were identified to be significantly associated with MT risk: genus. Flavonifractor (OR: 1.044, 95% CI: 1.017-1.069, p = 0.029), genus. Prevotella9 (OR: 1.054, 95% CI: 1.020-1.090, p = 0.037), B cell % CD3-lymphocyte (OR: 1.976, 95% CI: 1.027-1.129, p = 0.026). The Cochrane's Q test revealed no heterogeneity (p > 0.05). Furthermore, the MR-Egger and MR-PRESSO analyses reveal no instances of horizontal pleiotropy (p > 0.05). Besides, leave-one-out analysis confirmed the robustness of MR results. After adding BMI to the multivariate MR analysis, the gut microbial taxa and immune cells exposure-outcome effect were attenuated.
Conclusion:
Our research confirm the potential link between gut microbiota and immune cells with MT, shedding light on the mechanism by which gut microbiota and immune cells may contribute to MT. These findings lay the groundwork for future investigations into targeted prevention strategies.
Insights
This study used Mendelian randomization to investigate the causal link between gut microbiota, immune cells, and morphine tolerance (MT). Certain gut bacteria and immune cells were found to influence MT risk, suggesting potential therapeutic targets.
Area of Science:
- Genetics
- Immunology
- Microbiology
Background:
- Previous research suggests a link between gut microbiota/immune cells and morphine tolerance (MT).
- The causal relationship between these factors and MT remains uncertain.
- Investigating this association is crucial for understanding MT development.
Purpose of the Study:
- To investigate the causal association between gut microbiota/immune cells and morphine tolerance (MT).
- To reveal the impact of gut microbiota/immune cells on the risk of developing MT.
- To utilize a two-sample Mendelian randomization (MR) study for causal inference.
Main Methods:
- Employed two-sample Mendelian randomization (MR) using genome-wide association study (GWAS) summary statistics.
- Utilized inverse variance-weighted (IVW) method as the primary analysis approach.
- Applied MR-PRESSO, MR-Egger regression, Cochran's Q-test, and leave-one-out analysis to ensure robustness and assess pleiotropy and heterogeneity.
Main Results:
- Identified 6 gut microbial taxa and 16 immune cells causally related to MT.
- Found 2 bacterial features and 9 immunophenotypes associated with a lower risk of MT.
- Detected 4 bacterial features and 7 immunophenotypes significantly associated with an increased MT risk.
- Confirmed robustness of findings through heterogeneity, pleiotropy, and sensitivity analyses.
Conclusions:
- Confirmed a potential causal link between gut microbiota, immune cells, and MT.
- Elucidated potential mechanisms by which gut microbiota and immune cells contribute to MT.
- Provided a foundation for developing targeted prevention strategies for MT.
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