Jiang Ying, Qu Yucai, Shi Lingyi, Ou Mengmeng, Du Zhiqiang, Zhou Zhenhe, Zhou Hongliang, Zhu Haohao
Affiliated Mental Health Center of Jiangnan University, Wuxi, Jiangsu, China.
Department of Psychology, The Affiliated Hospital of Jiangnan University, Wuxi, Jiangsu, China.
Transl Psychiatry. 2024 Dec 18;14(1):493. doi: 10.1038/s41398-024-03208-z.
This study aims to explore the mechanism by which gut microbiota influences the antidepressant effects of serotonin reuptake inhibitors (SSRIs) through metabolic pathways. A total of 126 patients were analyzed for their gut microbiota and metabolomics. Patients received SSRI treatment and were categorized into responder and non-responder groups based on changes in their Hamilton Depression Rating Scale (HAMD-17) scores before and after treatment. The association between gut microbiota composition and the efficacy of SSRIs was investigated through 16S rRNA gene sequencing and metabolomic analysis, and a predictive model was developed. As a result, the study found significant differences in gut microbiota composition between the responder and resistant groups. Specific taxa, such as Ruminococcus, Bifidobacterium, and Faecalibacterium, were more abundant in the responder group. Functional analysis revealed upregulation of acetate degradation and neurotransmitter synthesis pathways in the responder group. The machine learning model indicated that gut microbiota and metabolites are potential biomarkers for predicting SSRIs efficacy. In conclusion, gut microbiota influences the antidepressant effects of SSRIs through metabolic pathways. The diversity and function of gut microbiota can serve as biomarkers for predicting the treatment response, providing new insights for personalized treatment.
本研究旨在探讨肠道微生物群通过代谢途径影响5-羟色胺再摄取抑制剂(SSRI)抗抑郁作用的机制。对126例患者的肠道微生物群和代谢组学进行了分析。患者接受SSRI治疗,并根据治疗前后汉密尔顿抑郁量表(HAMD-17)评分的变化分为有效组和无效组。通过16S rRNA基因测序和代谢组学分析研究了肠道微生物群组成与SSRI疗效之间的关联,并建立了预测模型。结果,该研究发现有效组和抵抗组之间肠道微生物群组成存在显著差异。特定的分类群,如瘤胃球菌、双歧杆菌和粪杆菌,在有效组中更为丰富。功能分析显示有效组中乙酸盐降解和神经递质合成途径上调。机器学习模型表明,肠道微生物群和代谢产物是预测SSRI疗效的潜在生物标志物。总之,肠道微生物群通过代谢途径影响SSRI的抗抑郁作用。肠道微生物群的多样性和功能可作为预测治疗反应的生物标志物,为个性化治疗提供新的见解。