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Record W4402000464 · doi:10.12923/2353-8627/2024-0016

The role of unsaturated fatty acids in depression treatment - international clinical guidelines and recommendation of psychiatric associations

2024· article· en· W4402000464 on OpenAlexaboutno aff
Kaja Karakuła, Agnieszka Banaszek, Ryszard Sitarz, Zuzanna Wingralek, Joanna Róg, Zuzanna Rząd, Dariusz Juchnowicz, Hanna Karakuła‐Juchnowicz

Bibliographic record

VenueCurrent Problems of Psychiatry · 2024
Typearticle
Languageen
FieldMedicine
TopicDiet and metabolism studies
Canadian institutionsnot available
Fundersnot available
KeywordsDepression (economics)PharmacyPsychiatryMedicineFamily medicine

Abstract

fetched live from OpenAlex

Introduction: Nutritional psychiatry examines how diet and specific nutrients affect mental health and well-being. The potential role of polyunsaturated fatty acids, especially omega-3 fatty acids (n-3 PUFAs), in the treatment of major depressive disorder (MDD) has gained significant interest in recent years. Objective: To review and present guidelines on the use of omega-3 PUFAs in the treatment of MDD and to highlight recommendations from psychiatric associations worldwide. Method: A comprehensive literature review was conducted using articles from Web of Science, Google Scholar, Medline/ PubMed. The analysis included guidelines and recommendations from psychiatric associations published between 2014 and 2024. Keywords such as polyunsaturated fatty acids, PUFA, nutritional psychiatry, recommendations, guidelines, depressive disorders, and omega-3 were used in the search strategy. Articles in English and Polish were included. Results: Evidence suggests that omega-3 PUFAs, such as eicosapentaenoic acid (EPA) and docosahexaenoic acid (DHA) (especially EPA), can serve as effective adjunctive treatments in combination with standard antidepressant medications, though they are not recommended as monotherapy. Several psychiatric associations, including the International Society of Nutritional Psychiatry Research (ISNPR), the World Federation of Societies of Biological Psychiatry (WFSBP), and the Canadian Network for Mood and Anxiety Treatment (CANMAT), have published guidelines supporting the use of n-3 PUFAs in MDD treatment, particularly in specific populations like pregnant women, the elderly, individuals with raised inflammation, with obesity. Conclusions: The promising findings from multiple studies and the support from scientific psychiatric associations highlight the significant potential of omega-3 PUFAs as a beneficial addition to standard MDD treatments. The growing body of evidence underscores the importance of integrating dietary interventions into mental health care. With continued research and clinical application, n-3 PUFAs could play a crucial role in enhancing treatment outcomes and improving the quality of life for individuals with depressive disorders. Keywords: polyunsaturated fatty acids, PUFA, nutritional psychiatry, depressive disorders, omega-3 supplementation, clinical guidelines, therapeutic interventions

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.256
Threshold uncertainty score0.256

Codex and Gemma teacher scores by category

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

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 head0.063
GPT teacher head0.407
Teacher spread0.344 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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
Published2024
Admission routes1
Has abstractyes

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