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Gut proinflammatory bacteria is associated with abnormal functional connectivity of hippocampus in unmedicated
Shu Xiao1,2, Zibin Yang1,2, Hong Yan1,2
1Medical Imaging Center, First Affiliated Hospital of Jinan University, Guangzhou, China.
Abstract:
Accumulating evidence has revealed the gut bacteria dysbiosis and brain hippocampal functional and structural alterations in major depressive disorder (MDD). However, the potential relationship between the gut microbiota and hippocampal function alterations in patients with MDD is still very limited. Data of resting-state functional magnetic resonance imaging were acquired from 44 unmedicated MDD patients and 42 demographically matched healthy controls (HCs). Severn pairs of hippocampus subregions (the bilateral cornu ammonis [CA1-CA3], dentate gyrus (DG), entorhinal cortex, hippocampal-amygdaloid transition area, and subiculum) were selected as the seeds in the functional connectivity (FC) analysis. Additionally, fecal samples of participants were collected and 16S rDNA amplicon sequencing was used to identify the altered relative abundance of gut microbiota. Then, association analysis was conducted to investigate the potential relationships between the abnormal hippocampal subregions FC and microbiome features. Also, the altered hippocampal subregion FC values and gut microbiota levels were used as features separately or together in the support vector machine models distinguishing the MDD patients and HCs. Compared with HCs, patients with MDD exhibited increased FC between the left hippocampus (CA2, CA3 and DG) and right hippocampus (CA2 and CA3), and decreased FC between the right hippocampal CA3 and bilateral posterior cingulate cortex. In addition, we found that the level of proinflammatory bacteria (i.e., Enterobacteriaceae) was significantly increased, whereas the level of short-chain fatty acids producing-bacteria (i.e., Prevotellaceae, Agathobacter and Clostridium) were significantly decreased in MDD patients. Furthermore, FC values of the left hippocampal CA3- right hippocampus (CA2 and CA3) was positively correlated with the relative abundance of Enterobacteriaceae in patients with MDD. Moreover, altered hippocampal FC patterns and gut microbiota level were considered in combination, the best discrimination was obtained (AUC = 0.92). These findings may provide insights into the potential role of gut microbiota in the underlying neuropathology of MDD patients.
Insights
Major depressive disorder (MDD) is linked to gut bacteria changes and altered hippocampus function. This study found a connection between gut microbiota and hippocampus connectivity in MDD patients, aiding diagnosis.
Area of Science:
- Neuroscience
- Microbiology
- Psychiatry
Background:
- Major depressive disorder (MDD) is associated with gut dysbiosis and hippocampal alterations.
- The link between gut microbiota and hippocampal function in MDD remains unclear.
Purpose of the Study:
- To investigate the relationship between gut microbiota and hippocampal functional connectivity (FC) in MDD patients.
- To explore the diagnostic potential of combining gut microbiota and hippocampal FC data for MDD.
Main Methods:
- Resting-state functional magnetic resonance imaging (fMRI) for hippocampal FC analysis in 44 MDD patients and 42 healthy controls (HCs).
- 16S rDNA amplicon sequencing of fecal samples to assess gut microbiota composition.
- Association analysis and support vector machine (SVM) models to evaluate diagnostic performance.
Main Results:
- MDD patients showed increased FC in specific left hippocampus subregions (CA2, CA3, DG) and decreased FC in the right hippocampus (CA3) to posterior cingulate cortex.
- MDD patients had higher levels of proinflammatory bacteria (Enterobacteriaceae) and lower levels of short-chain fatty acid-producing bacteria (Prevotellaceae, Agathobacter, Clostridium).
- Hippocampal FC and gut microbiota combined achieved high diagnostic accuracy (AUC = 0.92) for MDD.
Conclusions:
- Gut microbiota alterations are associated with altered hippocampal functional connectivity in MDD.
- The gut-brain axis plays a potential role in MDD pathophysiology.
- Combined gut microbiota and hippocampal FC data offer a promising biomarker for MDD diagnosis.
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