MétaCan
Menu
Back to cohort

Gut Emotions - Mechanisms of Action of Probiotics as Novel Therapeutic Targets for Depression and Anxiety Disorders

2015· review· en· W2131691977 on OpenAlexaff
Anastasiya Slyepchenko, André F. Carvalho, Danielle Cha, Siegfried Kasper, Roger S. McIntyre

Bibliographic record

VenueCNS & Neurological Disorders - Drug Targets · 2015
Typereview
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicGut microbiota and health
Canadian institutionsUniversity Health Network
Fundersnot available
KeywordsAnxietyGut floraAnxiolyticMoodGut–brain axisMood disordersAntidepressantMicrobiomeProbioticGeneralized anxiety disorderIrritable bowel syndromeDepression (economics)MedicinePsychologyClinical psychologyBioinformaticsPsychiatryImmunologyBiology

Abstract

fetched live from OpenAlex

A priority clinical and research agenda in mood and anxiety disorders is to identify determinants that influence illness trajectory and outcome. Over the past decade, studies have demonstrated a bidirectional relationship between the gut microbiome and brain function (i.e., the microbiota-gut-brain axis). Probiotic treatments and developmental analysis of the microbiome may provide potential treatments and preventative measures for depressive and anxiety disorders. This systematic literature review aims to identify original studies linking the gut microbiota to major depressive disorder and anxiety disorders. Furthermore, this review searched for original reports focusing on possible therapeutic and preventative effects of probiotics for these debilitating conditions. Accumulating data indicate that the gut microbiota communicates with the CNS through neural, endocrine and immune pathways. Studies in germ-free animals indicate that the microbiota is involved in the regulation of the stress response (e.g., hypothalamic-pituitary-adrenal axis) and in CNS development at critical stages. Probiotics attenuate anxiety and depressive-like behaviors in experimental animal models. Notwithstanding some inconsistencies and methodological limitations across trials, clinical studies suggest that probiotics may mitigate anxiety symptoms. However, future studies should investigate the anxiolytic and antidepressant effects of probiotics in more phenotypically homogeneous populations. In conclusion, the emerging concept of a gut microbiota-brain axis suggests that the modulation of the gut microbiota may provide a novel therapeutic target for the treatment and/or prevention of mood and anxiety disorders.

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)0.001
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: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.003
Threshold uncertainty score0.011

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.001

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 head0.035
GPT teacher head0.326
Teacher spread0.291 · 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 designNot applicable
Domainnot available
GenreReview

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

Citations71
Published2015
Admission routes1
Has abstractyes

Explore more

Same venueCNS & Neurological Disorders - Drug TargetsSame topicGut microbiota and healthFrench-language works237,207