Increased tryptophan hydroxylase immunoreactivity in the dorsal raphe nucleus of alcohol-dependent, depressed suicide subjects is restricted to the dorsal subnucleus
Bibliographic record
Abstract
Considerable evidence suggests that alcoholics with co-occurring depressive disorder are at greater risk for developing psychosocial problems particularly suicidal behavior. Moreover, dysfunction in serotonin (5-HT) neurotransmission has been implicated in depression, suicide and alcoholism. In the present study, we measured the levels of tryptophan hydroxylase (TPH), the main synthetic enzyme of 5-HT synthesis, in specific nuclei of the dorsal raphe (DR) in depressed suicide victims with alcohol dependence and matched psychiatrically normal controls. TPH immunoreactivity (IR) was quantified in frozen tissue sections containing the DR from 8 suicide victims with a diagnosis of major depression and alcohol dependence, and 8 psychiatrically normal control subjects by using immunoautoradiographic methods. We found that the levels of TPH-IR were significantly increased by 46% in the dorsal subnucleus of the DR in depressed suicide victims with alcohol dependence when compared with controls. In contrast, TPH-IR levels did not significantly differ in the other DR subnuclei between depressed, alcoholic suicide subjects, and controls. Our results indicate that abnormalities in 5-HT biosynthesis in the brain of depressed alcoholic suicide subjects are restricted within distinct regions of the DR.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| 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 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".