Investigation of blood-brain barrier disruption in an animal model of mania induced by D-amphetamine
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
High levels of inflammation and oxidative stress are observed in bipolar disorder (BD) being further associated with mood symptoms and cognitive dysfunction. Due to the crosstalk between the periphery and central nervous system, the blood-brain barrier (BBB) disruption has been considered a key mechanism of the BD pathophysiology. This study aimed to evaluate claudin-5 expression in the brain of a model of mania induced by D-amphetamine (AMPH). Wistar rats were injected with AMPH (2 mg/kg i.p.) and treated with lithium (47.5 mg/kg i.p.). Locomotor behavior was assessed, followed by euthanasia, blood collection, and brain removal. Tumor necrosis factor (TNF) α and thiobarbituric acid reactive substances (TBARS) were quantified in the serum and brain tissue, and claudin-5 was quantified in the brain. AMPH-injected animals exhibited increased locomotor activity. In the serum, TBARS levels were augmented in lithium-treated groups, while TNFα was not detected. In the brain, TBARS and TNFα did not differ between groups but were positively andstrongly correlated in the striatum of AMPH-injected rats. Contrary to our hypothesis, AMPH and lithium injections did not affect claudin-5 levels in the brain. The main limitations include the lack of a dynamic marker of BBB integrity and limited number of biomarkers analyzed. This is one of the first attempts to investigate the effects of AMPH on BBB integrity, and no disruption was observed. Still, we provide rationale for future research to elucidate the importance of BBB disruption in BD, recently proposed as a marker of illness progression.
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.
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 | 0.001 | 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) | 0.000 | 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 it