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

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.

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Publication Details

Journal
Molecular Psychiatry
Published
2025-01-10
DOI
https://doi.org/10.1038/s41380-024-02857-2
Citations
9
Primary Topic
Gut microbiota and health
Type
article
Field-Weighted Citation Impact
7.25

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article

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

Alexander Tyakht, Colette Blach, Rima F Kaddurah-Daouk, Rob Knight et al.
9 citations
Molecular Psychiatry
Gut microbiota and health
7.25
article

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

Alexander Tyakht, Colette Blach, Rima F Kaddurah-Daouk, Rob Knight, Nicholas D. Youngblut, Salvador M. Guinjoan, Rayus Kuplicki, Mehrbod Estaki, Boadie W. Dunlop, Sudeepa Bhattacharyya, Amanda Hazel Dilmore, Ruth E. Ley, Siamak MahmoudianDehkordi, Gail Ackermann, Martin P. Paulus, Pooja R. Mandaviya, Megha Kumar, Daniel McDonald
article en
9 citations

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.

Molecular PsychiatryVol. 30(6)
Arkansas State University (US), Emory University (US), Duke University (US), UC San Diego Health System (US), Erasmus MC (NL), University of California San Diego (US), La Jolla Bioengineering Institute (US), Arkansas Biosciences Institute (US), Laureate Institute for Brain Research (US), Max Planck Institute for Biology (DE)
National Institute on Aging
Good health and well-being
Openalex Percentile: Top 3%
Gut microbiota and health
7.25
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