Depressive relapse following acute tryptophan depletion in patients with major depressive disorder
Bibliographic record
Abstract
Acute tryptophan depletion (ATD) lowers serotonin synthesis and elicits depressive symptoms in some, though not all, remitted patients with major depressive disorder (MDD). In the present study, eight medication-free remitted patients with MDD, seasonal pattern, were tested twice, once following the ingestion of a tryptophan-containing mixture, once following ATD. ATD significantly increased Hamilton depression scores (p < 0.001). Four of the patients had a family history of psychiatric disorders: substance abuse (n = 4), mood disorders (n = 3) or Cluster B personality disorders (n = 3). The mood-lowering response to ATD was significantly greater in those patients with, than without, affected relatives (p < 0.001). These preliminary findings (1) support the hypothesis that depressed states are related to disturbed serotonin neurotransmission and (2) suggest that depressive symptoms following ATD might identify a subgroup of patients at high genetic risk for disorders associated with affective lability and dysregulated impulse-control, conditions thought to be related to low serotonin neurotransmission.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".