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Medication Use is Associated with Distinct Microbial Features in Anxiety and Depression.
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.
Affiliation
  • Dilmore AH; Department of Pediatrics, University of California San Diego, La Jolla, California, USA.
  • Kuplicki R; Biomedical Sciences Graduate Program, University of California San Diego, La Jolla, California, USA.
  • McDonald D; Laureate Institute for Brain Research, Tulsa, Oklahoma, USA.
  • Kumar M; Department of Pediatrics, University of California San Diego, La Jolla, California, USA.
  • Estaki M; Department of Pediatrics, University of California San Diego, La Jolla, California, USA.
  • Youngblut N; Department of Pediatrics, University of California San Diego, La Jolla, California, USA.
  • Tyakht A; Department of Microbiome Science, Max Planck Institute for Biology, Tübingen, Germany.
  • Ackermann G; Department of Microbiome Science, Max Planck Institute for Biology, Tübingen, Germany.
  • Blach C; Department of Pediatrics, University of California San Diego, La Jolla, California, USA.
  • MahmoudianDehkordi S; Department of Psychiatry and Behavioral Sciences, Duke University, Durham, North Carolina, USA.
  • Dunlop BW; Department of Medicine, Duke University, Durham, North Carolina, USA.
  • Bhattacharyya S; Duke Institute of Brain Sciences, Duke University, Durham, North Carolina, USA.
  • Guinjoan S; Department of Psychiatry and Behavioral Sciences, Duke University, Durham, North Carolina, USA.
  • Mandaviya P; Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA.
  • Ley RE; Department of Biological Sciences, Arkansas Biosciences Institute, Arkansas State University, Jonesboro, AR, USA.
  • Kaddaruh-Dauok R; Laureate Institute for Brain Research, Tulsa, Oklahoma, USA.
  • Paulus MP; Department of Epidemiology, Erasmus University Medical Center, Rotterdam, the Netherlands.
  • Knight R; Department of Microbiome Science, Max Planck Institute for Biology, Tübingen, Germany.
bioRxiv ; 2024 Mar 19.
Article in En | MEDLINE | ID: mdl-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.

Full text: 1 Collection: 01-internacional Database: MEDLINE Language: En Journal: BioRxiv Year: 2024 Document type: Article Affiliation country:

Full text: 1 Collection: 01-internacional Database: MEDLINE Language: En Journal: BioRxiv Year: 2024 Document type: Article Affiliation country: