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Record W4412156860 · doi:10.64719/pb.4539

Exploring the Potential Psychopharmacological Mechanisms Behind the Manicogenic Properties of Clozapine

2025· letter· en· W4412156860 on OpenAlexaff
Samuel Cholette-Tétrault

Bibliographic record

VenuePsychopharmacology Bulletin · 2025
Typeletter
Languageen
FieldNeuroscience
TopicNeurology and Historical Studies
Canadian institutionsMcGill University
Fundersnot available
KeywordsClozapineMedicinePsychologySchizophrenia (object-oriented programming)Psychiatry

Abstract

fetched live from OpenAlex

In an article published on April 8, 2025 titled “A Case of Clozapine Induced Mania-Like Symptoms in the Treatment of Schizophrenia”,1 we recognized a clinical scenario similar to one we encountered in a 23-year-old African American male with no history of mania or hypomania who also appeared to have suffered mania-like symptoms from Clozapine initiation. At the time, Düşünen Adam was the only scientific journal presenting a case report and offering a possible mechanistic explanation via 5-HT2C, D4, and D1 receptor activation. It appears that the new publication in your journal agrees with their proposition as a probable explanation. In this present letter, we aim to propose further mechanisms to explain the suspected manicogenic properties of Clozapine. In addition to the mechanisms described in the published paper, we further hypothesize that, as shown with other atypical antipsychotics, selective blockade of 5-HT2A increasing dopamine in the mesolimbic pathway as well as the partial agonism of D2 and D3 by Norclozapine might contribute to the manic shift.2–6 Review of the literature and the mechanism of action of Clozapine and Norclozapine demonstrate action on many other targets in the brain, notably 5-HT1A agonism and muscarinic M1 antagonism.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.120
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0010.002
Scholarly communication0.0000.000
Open science0.0030.001
Research integrity0.0010.005
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 head0.106
GPT teacher head0.282
Teacher spread0.177 · 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.

Study designNot applicable
Domainnot available
GenreCommentary

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

Citations0
Published2025
Admission routes1
Has abstractyes

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