Hyperdynamic circulation in portal-hypertensive rats is dependent on central c-fos gene expression
Bibliographic record
Abstract
Portal hypertension is associated with hyperdynamic circulation, but the pathogenesis remains unclear. To clarify the role of central cardiovascular regulatory mechanisms, several protocols were conducted in rats with portal hypertension due to portal vein stenosis (PVS). Neuronal activation was quantified by immunohistochemical staining for Fos, the protein product of the c-fos gene. Fos expression in several brain nuclei with cardiovascular-regulatory roles was examined at 1, 3, 5, and 10 days following PVS surgery. This was correlated with development of cardiovascular changes measured at the same time points. Finally, Fos expression in the nucleus tractus solitarius (NTS) was blocked by local microinjection of c-fos antisense oligonucleotides twice daily for 5 days following PVS. The results showed that Fos-positive neurons were significantly increased in the paraventricular nucleus of hypothalamus, supraoptic nucleus, ventrolateral medulla, and NTS, detectable at day 1 and persistently increased at every day examined in the PVS rats. However, the hyperdynamic circulation developed between days 3 to 5. Administration of c-fos antisense oligonucleotides eliminated the hyperdynamic circulation in PVS rats, but had no effect on sham-operated controls. We conclude that the activation of central cardiovascular-regulatory nuclei, through a c-fos-dependent pathway, is necessary for development of hyperdynamic circulation in portal-hypertensive rats.
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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 | 0.001 |
| 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".