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Multi-Omics Analysis Reveals Aberrant Gut-Metabolome-Immune Network in Schizophrenia
Yajuan Fan1,2,3, Yuan Gao1,2,3, Qingyan Ma1,2,3
1Department of Psychiatry, The First Afffliated Hospital of Xi'an Jiaotong University, Xi'an, China.
Frontiers in Immunology
|March 21, 2022
Summary
Schizophrenia (SCZ) involves immune issues linked to gut bacteria and metabolites. Altered gut bacteria and metabolites significantly impact immune responses, offering new diagnostic and treatment avenues for SCZ.
Area of Science:
- Neuroimmunology
- Microbiome Research
- Metabolomics
Background:
- Schizophrenia (SCZ) is linked to immune system dysfunction, notably increased pro-inflammatory cytokines.
- Intestinal microbiota alterations are observed in SCZ patients.
- Microorganisms and their metabolites can modulate immune system activity.
Purpose of the Study:
- To systematically investigate the aberrant gut-metabolome-immune network in schizophrenia.
- To explore the correlations between gut microbiota, serum metabolome, and inflammatory cytokines in SCZ.
- To identify potential microbial-derived metabolites influencing immune responses in SCZ.
Main Methods:
- Integrative multi-omics analysis of intestinal microbiota, serum metabolome, and serum inflammatory cytokines.
- Comparison between 63 SCZ patients and 57 healthy controls.
- Development of a random forest model using omics data.
Main Results:
- Eighteen differentially abundant metabolite clusters were altered in SCZ patients, showing increased pro-inflammatory and decreased anti-inflammatory metabolites.
- Gut bacterial groups correlated more strongly with circulating metabolites than with cytokines.
- A model using seven serum metabolites accurately distinguished SCZ patients from controls (AUC=0.99), linked to cytokines and gut microbiota alpha-diversity.
Conclusions:
- An aberrant gut-metabolome-immune network exists in SCZ.
- Gut microbiota may influence immune responses by regulating host metabolic processes.
- Findings suggest microbial metabolites regulate inflammatory cytokines, offering insights for diagnosing and treating mental disorders.
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