The causality of gut microbiota on onset and progression of sepsis: a bi-directional Mendelian randomization analysis
Several observational studies have proposed a potential link between gut microbiota and the onset and progression of sepsis. Nevertheless, the causality of gut microbiota and sepsis remains debatable and warrants more comprehensive exploration. We conducted a two-sample Mendelian randomization (MR)...
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Veröffentlicht in: | Frontiers in immunology 2024-04, Vol.15, p.1266579-1266579 |
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Zusammenfassung: | Several observational studies have proposed a potential link between gut microbiota and the onset and progression of sepsis. Nevertheless, the causality of gut microbiota and sepsis remains debatable and warrants more comprehensive exploration.
We conducted a two-sample Mendelian randomization (MR) analysis to test the causality between gut microbiota and the onset and progression of sepsis. The genome-wide association study (GWAS) summary statistics for 196 bacterial traits were extracted from the MiBioGen consortium, whereas the GWAS summary statistics for sepsis and sepsis-related outcomes came from the UK Biobank. The inverse-variance weighted (IVW) approach was the primary method used to examine the causal association. To complement the IVW method, we utilized four additional MR methods. We performed a series of sensitivity analyses to examine the robustness of the causal estimates.
We assessed the causality of 196 bacterial traits on sepsis and sepsis-related outcomes. Genus
[odds ratio (OR) 0.81, 95% confidence interval (CI) (0.69-0.94),
= 0.007] and genus
(OR 0.85, 95% CI 0.74-0.97,
= 0.016) had a protective effect on sepsis, whereas genus
(OR 1.10, 95% CI 1.01-1.20,
= 0.024) increased the risk of sepsis. When it came to sepsis requiring critical care, genus
(OR 0.49, 95% CI 0.31-0.76,
= 0.002), genus
(OR 0.65, 95% CI 0.43-1.00,
= 0.049), and genus
(OR 0.51, 95% CI 0.34-0.77,
= 0.001) emerged as protective factors. Concerning 28-day mortality of sepsis, genus
(OR 0.67, 95% CI 0.48-0.94,
= 0.020), genus
(OR 0.48, 95% CI 0.27-0.86,
= 0.013), genus
(OR 0.70, 95% CI 0.52-0.95,
= 0.023), and genus
(OR 0.82, 95% CI 0.68-0.99,
= 0.042) presented a protective effect, whereas genus
(OR 1.53, 95% CI 1.00-2.35,
= 0.049), genus
(OR 1.25, 95% CI 1.04-1.50,
= 0.019), and genus
(OR 1.43, 95% CI 1.02-2.02,
= 0.040) presented a harmful effect. Furthermore, genus
(OR 0.42, 95% CI 0.19-0.92,
= 0.031), genus
(OR 0.34, 95% CI 0.14-0.83,
= 0.018), and genus
(OR 0.43, 95% CI 0.22-0.83,
= 0.012) were associated with a lower 28-day mortality of sepsis requiring critical care.
This MR analysis unveiled a causality between the 21 bacterial traits and sepsis and sepsis-related outcomes. Our findings may help the development of novel microbiota-based therapeutics to decrease the morbidity and mortality of sepsis. |
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ISSN: | 1664-3224 1664-3224 |
DOI: | 10.3389/fimmu.2024.1266579 |