DOI: 10.1128/spectrum.03153-24 ISSN: 2165-0497
Exploring the hypothetical role of
Bacteroides
species in depression progression: insights from metagenomic analysis
Zihua Li, Jingxi Sun, Jinlong Yang, Panpan Han, Liping Min, Yongkang Cheng, Yuanqiang Zou, Zhuhua Liu ABSTRACT
Depression, a psychiatric disorder with significant morbidity and mortality, has a complex etiology. Recent advances in microbiome research have highlighted the potential role of fecal microbiota in depression pathogenesis. This study utilized shotgun metagenomic sequencing to compare the fecal microbiota of 28 depression patients and 26 healthy individuals. Significant differences in fecal microbiota composition were observed between the two groups. We generated 350 non-redundant high-quality metagenome-assembled genomes (MAGs) by binning and conducted comparisons between the depression and control groups. Notably, we found that the MAGs enriched in people with depression mostly belonged to
Bacteroides,
indicating a close link between
Bacteroides
abundance and the development of depression, suggesting that
Bacteroides
might be a potential culprit for depression. In the depression group, we found that the module of nitric oxide synthesis was remarkably enriched, and all
Bacteroides
MAGs contained genes annotated as nitric oxide synthase, suggesting that increased levels of
Bacteroides
may contribute to elevated nitric oxide synthesis. A distinct microbial signature consisting of
Arthrobacter
sp.
_U41
,
Bacillus cereus
,
Campylobacter rectus,
and
Pasteurella dagmatis
accurately discriminates between depressed individuals and healthy controls, achieving an average area under the receiver operating characteristic curve of 0.950. This research sheds light on the potential role of fecal microbiota in depression and highlights specific metabolic pathways and microbial markers for further investigation.
IMPORTANCE
This research highlighted significant differences in the composition and function of fecal microbiota between individuals with depression and healthy individuals, particularly the enrichment of
Bacteroides
metagenome-assembled genomes (MAGs) in depression patients. The upregulation of the nitric oxide synthesis pathway associated with these MAGs belonging to
Bacteroides
in the gut of depression patients had also been observed. The selected bacterial biomarkers reliably differentiate depression cases from healthy controls with high diagnostic accuracy (mean area under the receiver operating characteristic curve = 0.950). Our results suggest the importance of exploring microbial markers as potential diagnostic and therapeutic targets in managing depression.