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Record W3156730503 · doi:10.21203/rs.3.rs-374466/v1

The Safety, Efficacy, and Tolerability of Microbial Ecosystem Therapeutic-2 in People With Major Depressive Disorder and/or Generalized Anxiety Disorder: A Phase 1, Open-Label Study

2021· preprint· en· W3156730503 on OpenAlexaff
Arthi Chinna Meyyappan, Evan Forth, Roumen Milev

Bibliographic record

VenueResearch Square · 2021
Typepreprint
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicGut microbiota and health
Canadian institutionsQueen's University
Fundersnot available
KeywordsTolerabilityAnxietyAdverse effectGeneralized anxiety disorderMicrobiomeRandomized controlled trialMajor depressive disorderMedicineInternal medicineClinical trialDepression (economics)PsychiatryBioinformaticsMoodBiology

Abstract

fetched live from OpenAlex

Abstract Background: Recent studies have investigated the potential of treatments that modify the gut microbiome, such as fecal microbiota transplantation (FMT) and probiotics, in individuals with psychiatric illnesses. The aim of this study was to investigate the safety, tolerability, and efficacy of a novel gut microbiome therapeutic, Microbial Ecosystem Therapuetic-2 (MET-2), in people with depression and anxiety. Methods: In this phase 1, open-label trial, twelve adults diagnosed with Major Depressive Disorder and/or Generalized Anxiety Disorder were recruited. Participants consumed orally once daily an encapsulated microbial therapeutic, containing 40 strains of bacteria purified and lab-grown from a single healthy donor stool, for 8 weeks. Participants were assessed biweekly using clinical scales and questionnaires in order to evaluate the safety, efficacy, and tolerability of the therapeutic. Results: The therapeutic was found to be generally safe and tolerable, with limited adverse events and side effects, and no serious adverse events. Of the twelve individuals included in this study, nine responded to treatment (50% improvement in MADRS and/or GAD-7 scores from baseline to week 8 visit). Over the course of 10 weeks MET-2 significantly decreased mean MADRS and GAD-7 scores, MADRS [F (5, 55) = 8.784, p<0.0001 and GAD-7 F (5,55) = 9.638, p<0.0001]. Conclusion: The findings of this study are the first to provide evidence for the role of microbial ecosystem therapy in treating depression and anxiety. However, a double-blind, randomized controlled trial with a larger sample size is needed for more conclusive results. Trial Registration: This study was registered with clinicaltrials.gov (NCT04052451) on 09/08/2019.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Non-randomized trial · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.010

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0020.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.038
GPT teacher head0.396
Teacher spread0.357 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNon-randomized trial
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2021
Admission routes1
Has abstractyes

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