Fatty acid composition in postmortem brains of people who completed suicide
Bibliographic record
Abstract
OBJECTIVE: Cholesterol levels have been reported to be lower in suicidal patients, and alterations in blood levels of polyunsaturated fatty acids have been found in people with depression. Given that the evidence for the link between lipid metabolism and psychopathology thus far has almost exclusively hinged on alterations of these variables in blood, this study aimed to address whether similar alterations in fatty acids would be evident in the brains of people who complete suicide. METHODS: Using gas chromatography, we measured 49 different fatty acids in the orbitofrontal cortex and the ventral prefrontal cortex of people who had completed suicide with (n = 16) and without (n = 23) major depression and in control subjects (n = 19) with no current psychopathology and whose cause of death was sudden. RESULTS: Comparisons of fatty acids between the 3 groups did not reveal significant differences. CONCLUSION: Further research is required to better understand the link between fatty acids in the peripheral circulation and those in the central nervous system before determining whether fatty acids play a mediating role in suicidal behaviour.
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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 | 0.001 | 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".