Differential protein expression in brain capillary endothelial cells induced by hypoxia and posthypoxic reoxygenation
Bibliographic record
Abstract
Cerebral ischemia causes functional alteration of the blood-brain barrier, formed by brain capillary endothelial cells (BCEC). Changes in protein expression and activity of selected differentially expressed enzymes were investigated in BCEC subjected to hypoxia (24 h) alone or followed by a 24-h reoxygenation. BCEC proteins were isolated, separated by 2-DE, and identified by MALDI-MS. Computer-based 2-D gel analysis identified 21 up-regulated proteins and 4 down-regulated proteins after hypoxia alone and 9 proteins that were further up-regulated after posthypoxic reoxygenation. The expression of the majority of hypoxia-induced proteins was reduced toward control levels during reoxygenation. The most prominent changes were identified for glycolytic enzymes (e.g., phosphoglycerate kinase), proteins of the ER (e.g., calreticulin), and cytoskeletal (e.g., vimentin) proteins. The results indicate that BCEC respond to hypoxia/reoxygenation by adaptive up-regulation of proteins involved in the glycolysis, protein synthesis, and stress response.
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.
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) | 0.000 | 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 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".