# Investigating the Relationships Among Gut Microbiota, Inflammatory Cytokines, Cerebrovascular Diseases, and the Mediation Pathways

**Authors:** Qi Li, Xinpeng Liu, Xiang Deng, Houxiang Huang, Xinrui Wu

PMC · DOI: 10.1155/mi/8623083 · Mediators of Inflammation · 2026-02-23

## TL;DR

This study explores how gut microbes and inflammatory signals may cause cerebrovascular diseases, revealing new insights for prevention and treatment.

## Contribution

The study identifies novel causal pathways from gut microbiota to cerebrovascular diseases mediated by inflammatory cytokines using genetic evidence.

## Key findings

- 33 gut microbiota taxa were significantly associated with cerebrovascular disease subtypes.
- Eighteen inflammatory cytokines showed significant associations with different cerebrovascular disease subtypes.
- Ten causal pathways from gut microbiota to cerebrovascular disease were mediated by inflammatory cytokines.

## Abstract

Cerebrovascular disease (CeVD), the second leading global cause of death, has an incompletely understood pathogenesis. This study aimed to investigate causal relationships among gut microbiota, inflammatory cytokines, and CeVD, specifically examining inflammatory cytokine‐mediated pathways.

Genome‐wide association study (GWAS) summary statistics for 209 gut microbial taxa, 91 inflammatory cytokines, and three CeVD subtypes were obtained from publicly available datasets. Causal effects were estimated by applying four complementary two‐sample Mendelian randomization (MR) methods. Reverse MR and comprehensive sensitivity analyses were performed to validate the robustness of the findings. Multivariable MR (MVMR) analyses were conducted to account for potential confounders. Mediation analysis was conducted to elucidate the pathways from gut microbiota to CeVD, mediated by inflammatory cytokines.

Our study identified 33 gut microbiota significantly associated with CeVD, including nine with ischemic stroke (IS), 14 with intracerebral hemorrhage (ICH), and 10 with subarachnoid hemorrhage (SAH). Eighteen inflammatory cytokines showed significant associations with different CeVD subtypes. Mediation analysis revealed 10 causal pathways from gut microbiota to CeVD mediated by inflammatory cytokines; among these, three inflammatory cytokines mediated more than two pathways.

This study demonstrated that inflammatory cytokines mediated the gut microbiota–CeVD causal pathway through genetic evidence, elucidating novel disease mechanisms, thereby providing actionable insights for developing CeVD prevention and treatment strategies.

## Linked entities

- **Diseases:** cerebrovascular disease (MONDO:0011057), ischemic stroke (MONDO:1060198), intracerebral hemorrhage (MONDO:0013792), subarachnoid hemorrhage (MONDO:0005099)

## Full-text entities

- **Genes:** CKLF (chemokine like factor) [NCBI Gene 51192] {aka C32, CKLF1, CKLF2, CKLF3, CKLF4, HSPC224}, CXCL9 (C-X-C motif chemokine ligand 9) [NCBI Gene 4283] {aka CMK, Humig, MIG, SCYB9, crg-10}, CD5 (CD5 molecule) [NCBI Gene 921] {aka LEU1, T1}, IL10 (interleukin 10) [NCBI Gene 428264] {aka IL-10, interleukin-10}, IL17A (interleukin 17A) [NCBI Gene 395111] {aka ChIL-17, ChIL-17F, IL-17, IL-17A, IL17, IL17F}, AXIN1 (axin 1) [NCBI Gene 8312] {aka AXIN, CMDOH, PPP1R49}, MMP10 (matrix metallopeptidase 10) [NCBI Gene 4319] {aka SL-2, STMY2}
- **Diseases:** chronic diseases (MESH:D002908), brain tissue damage (MESH:D017695), endothelial (MESH:D005642), bleeding (MESH:D006470), abnormalities in the blood vessels (MESH:D009383), infarct (MESH:D007238), brain hemorrhage (MESH:D020300), brain edema (MESH:D001929), atherosclerotic stroke (MESH:D002537), stroke (MESH:D020521), IS (MESH:D002544), calcification (MESH:D002114), diabetes (MESH:D003920), Alzheimer's disease (MESH:D000544), neuroinflammation (MESH:D000090862), chronic kidney disease (MESH:D051436), CeVD (MESH:D002561), carotid plaques (MESH:D016893), hematoma (MESH:D006406), rheumatoid arthritis (MESH:D001172), periodontitis (MESH:D010518), Inflammation (MESH:D007249), neurodegeneration (MESH:D019636), atherosclerosis (MESH:D050197), ICH (MESH:D002543), SAH (MESH:D013345), death (MESH:D003643), brain injury (MESH:D001930), hypertension (MESH:D006973)
- **Chemicals:** alcohol (MESH:D000438), glucose (MESH:D005947), glycogen (MESH:D006003)
- **Species:** Enterococcus (genus) [taxon 1350], Gallus gallus (bantam, species) [taxon 9031], Faecalicoccus (genus) [taxon 1573536], Clostridium saudiense (species) [taxon 1414720], Bacillota (clostridial firmicutes, phylum) [taxon 1239], Prevotella sp. CAG:873 (species) [taxon 1262936], Mus musculus (house mouse, species) [taxon 10090], Prevotella (genus) [taxon 838], Rattus norvegicus (brown rat, species) [taxon 10116], Alistipes shahii (species) [taxon 328814], Faecalicoccus pleomorphus (species) [taxon 1323], Homo sapiens (human, species) [taxon 9606], Provencibacterium massiliense (species) [taxon 1841868], Akkermansia muciniphila (species) [taxon 239935], Faecalitalea cylindroides (species) [taxon 39483]

## Full text

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## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12929643/full.md

## References

52 references — full list in the complete paper: https://tomesphere.com/paper/PMC12929643/full.md

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Source: https://tomesphere.com/paper/PMC12929643