Role of NF-κB in Flow-Induced Vascular Remodeling
Bibliographic record
Abstract
Vascular remodeling associated with increased blood flow involves reactive oxygen species (ROS)-dependent activation of matrix metalloproteinases (MMPs). To investigate the potential role of NF-kappaB in this process, human umbilical vein endothelial cells were subjected to different flow conditions during a 24-h period. Normal (15 dynes/cm(2)) and high (30 dynes/cm(2)) shear stress induced IkappaBalpha degradation and NF-kappaB p65 phosphorylation, and activated MMP-2 and MMP-9. These effects were blunted in cells incubated with the NF-kappaB inhibitor pyrrolidine dithio-carbamate (PDTC). In mice, creation of a carotid artery-jugular vein arteriovenous fistula (AVF) increased carotid blood flow sixfold, triggering the increase in carotid diameter from 459 +/- 8 microm (before AVF) to 531 +/- 13 and 669 +/- 21 microm (7 and 21 days after AVF). ROS production and NF-kappaB activity were enhanced in fistulated carotids, but only the latter was blocked by PDTC, although PDTC blocked ROS production in vitro. In PDTC-treated mice, changes in carotid caliber and shear stress matched controls at 7 days, but carotids enlarged only marginally thereafter, reaching only 578 +/- 8 microm at 21 days (p < 0.01 vs. untreated). Similarly, both MMP-9 expression and activity were abrogated by PDTC at 3 weeks. Hence, induction of NF-kappaB by shear stress contributes to MMP induction and allows long-term flow-induced vascular enlargement.
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How this classification was reachedexpand
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 | 0.000 | 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 teacher head, 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".