Medication Use is Associated with Distinct Microbial Features in Anxiety and Depression
Document Type
Article
Publication Title
bioRxiv : the preprint server for biology
PubMed ID
38562901
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 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 and shallow shotgun sequencing were performed on DNA extracted from 666 fecal samples from the Tulsa-1000 and 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. The findings suggest that future research on the gut microbiota's role in NPD and its interactions with pharmacological treatments are needed.
DOI
10.1101/2024.03.19.585820
Publication Date
3-19-2024
Recommended Citation
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.; and Knight, Rob, "Medication Use is Associated with Distinct Microbial Features in Anxiety and Depression" (2024). Arkansas Biosciences Institute. 7.
https://arch.astate.edu/abi/7