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Updated: Jul 24, 2025

Microbiota Analysis Using Two-step PCR and Next-generation 16S rRNA Gene Sequencing
Published on: October 15, 2019
The causal role of gut microbiota in susceptibility and severity of COVID-19: A bidirectional Mendelian randomization
Han Chen1, Bixing Ye1, Wei Su1
1Department of Gastroenterology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China.
Abstract:
Growing evidence has shown that altered gut microbiota is associated with the pathogenesis of COVID-19, but their causal effects are still unclear. We conducted a bidirectional Mendelian randomization (MR) study to assess the causal effects of gut microbiota on COVID-19 susceptibility or severity, and vice versa. The microbiome genome-wide association studies (GWAS) data of 18 340 individuals and GWAS statistics from the COVID-19 host genetics initiative (38 984 European patients and 1 644 784 controls) were used as exposure and outcomes. The inverse variance weighted (IVW) was used as the primary MR analysis. Sensitivity analyses were performed to validate the robustness, pleiotropy, and heterogeneity of results. In the forward MR, we identified several microbial genera with causal effects on COVID-19 susceptibility (p < 0.05 and FDR < 0.1): Alloprevotella (odds ratio [OR]: 1.088, 95% confidence interval [CI]: 1.021-1.160), Coprococcus (OR: 1.159, 95% CI: 1.030-1.304), Parasutterella (OR: 0.902, 95% CI: 0.836-0.973), and Ruminococcaceae UCG014 (OR: 0.878, 95% CI: 0.777-0.992). The Reverse MR identified that exposure to COVID-19 had causal effects on the depletion of the families Lactobacillaceae (Beta [SE]: -0.220 [0.101]) and Lachnospiraceae (-0.129 [0.062]), the genera Flavonifractor (-0.180 [0.081]) and Lachnoclostridium [-0.181 [0.063]). Our findings supported the causal effect of gut microbiota on the pathogenesis of COVID-19, and infection of COVID-19 might further causally induce gut microbiota dysbiosis.
Insights
Altered gut microbiota causally impacts COVID-19 susceptibility. COVID-19 infection also leads to gut microbiota dysbiosis, highlighting a bidirectional relationship between the microbiome and the virus.
Area of Science:
- Microbiome research
- Infectious disease epidemiology
- Human genetics
Background:
- Altered gut microbiota composition is increasingly linked to COVID-19 pathogenesis.
- The precise causal relationship between gut microbes and COVID-19 remains to be fully elucidated.
Purpose of the Study:
- To investigate the causal effects of gut microbiota on COVID-19 susceptibility and severity.
- To examine the potential causal impact of COVID-19 on gut microbiota composition.
Main Methods:
- Utilized a bidirectional Mendelian randomization (MR) study design.
- Employed genome-wide association studies (GWAS) data for microbiome (18,340 individuals) and COVID-19 host genetics (38,984 cases, 1,644,784 controls).
- Applied inverse variance weighted (IVW) analysis and conducted sensitivity analyses for robustness.
Main Results:
- Forward MR identified causal effects of specific microbial genera on COVID-19 susceptibility, including increased risk associated with Alloprevotella and Coprococcus, and decreased risk with Parasutterella and Ruminococcaceae UCG014.
- Reverse MR indicated that COVID-19 exposure causally led to the depletion of Lactobacillaceae and Lachnospiraceae families, and Flavonifractor and Lachnoclostridium genera.
Conclusions:
- Findings provide evidence for a causal role of gut microbiota in COVID-19 pathogenesis.
- COVID-19 infection may induce gut microbiota dysbiosis, suggesting a bidirectional causal link.
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