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药物使用与焦虑和抑郁中独特的微生物特征相关。

Medication use is associated with distinct microbial features in anxiety and depression.

作者信息

Dilmore Amanda Hazel, Kuplicki Rayus, McDonald Daniel, Kumar Megha, Estaki Mehrbod, Youngblut Nicholas, Tyakht Alexander, Ackermann Gail, Blach Colette, MahmoudianDehkordi Siamak, Dunlop Boadie W, Bhattacharyya Sudeepa, Guinjoan Salvador, Mandaviya Pooja, Ley Ruth E, Kaddaruh-Dauok Rima, Paulus Martin P, Knight Rob

机构信息

Department of Pediatrics, University of California San Diego, La Jolla, CA, USA.

Biomedical Sciences Graduate Program, University of California San Diego, La Jolla, CA, USA.

出版信息

Mol Psychiatry. 2025 Jun;30(6):2545-2557. doi: 10.1038/s41380-024-02857-2. Epub 2025 Jan 10.

Abstract

This study investigated the relationship between gut microbiota and neuropsychiatric disorders (NPDs), specifically anxiety disorder (ANXD) and/or major depressive disorder (MDD), as defined by Diagnostic and Statistical Manual of Mental Disorders (DSM)-IV or V criteria. The study also examined the influence of medication use, particularly antidepressants and/or anxiolytics, classified through the Anatomical Therapeutic Chemical (ATC) Classification System, on the gut microbiota. Both 16S rRNA gene amplicon sequencing (16S) and shallow shotgun sequencing (WGS) were performed on DNA extracted from 666 fecal samples from the Tulsa-1000 and Neurocomputational Mechanisms of Affiliation and Personality Study Center for Biomedical Research Excellence (NeuroMAP CoBRE) cohorts. The results highlight the significant influence of medication use; antidepressant use is associated with significant differences in gut microbiota beta diversity and has a larger effect size than NPD diagnosis. Next, specific microbes were associated with ANXD and MDD, highlighting their potential for non-pharmacological intervention. Finally, the study demonstrated the capability of Random Forest classifiers to predict diagnoses of NPD and medication use from microbial profiles, suggesting a promising direction for the use of gut microbiota as biomarkers for NPD. Though the effect sizes were larger in females than males, similar trends emerged for both sexes. These findings encourage future research on the gut microbiota's role in NPD and its interactions with pharmacological treatments.

摘要

本研究调查了肠道微生物群与神经精神疾病(NPDs)之间的关系,特别是根据《精神疾病诊断与统计手册》(DSM)-IV或V标准定义的焦虑症(ANXD)和/或重度抑郁症(MDD)。该研究还考察了通过解剖学治疗学化学(ATC)分类系统分类的药物使用,特别是抗抑郁药和/或抗焦虑药,对肠道微生物群的影响。对从塔尔萨-1000队列和卓越生物医学研究附属与人格神经计算机制研究中心(NeuroMAP CoBRE)队列的666份粪便样本中提取的DNA进行了16S rRNA基因扩增子测序(16S)和浅层鸟枪法测序(WGS)。结果突出了药物使用的显著影响;使用抗抑郁药与肠道微生物群β多样性的显著差异相关,且效应大小比NPD诊断更大。其次,特定微生物与ANXD和MDD相关,突出了它们在非药物干预方面的潜力。最后,该研究证明了随机森林分类器能够根据微生物谱预测NPD诊断和药物使用情况,这为将肠道微生物群用作NPD生物标志物指明了一个有前景的方向。尽管女性的效应大小大于男性,但两性都出现了类似的趋势。这些发现鼓励未来对肠道微生物群在NPD中的作用及其与药物治疗的相互作用进行研究。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ba92/12092254/766b29a0209d/41380_2024_2857_Fig1_HTML.jpg

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