Electrical field stimulation induces cardiac fibroblast proliferation through the calcineurin–NFAT pathway
Bibliographic record
Abstract
Most cardiac diseases are associated with fibrosis. Calcineurin (CaN) is regulated by Ca(2+)/calmodulin (CaM). The CaN-NFAT (nuclear factor of activated T cell) pathway is involved in the process of cardiac diseases, such as cardiac hypertrophy, but its effect on myocardial fibrosis remains unclear. The present study investigates whether the CaN-NFAT pathway is involved in cardiac fibroblast (CF) proliferation induced by electrical field stimulation (EFS), which recently became a popular treatment for heart failure and cardiac tissue engineering. CF proliferation was evaluated by a cell survival assay (MTT) and cell counts. Myocardial fibrosis was assessed by collagen I and collagen III protein expression. Green fluorescent protein (GFP)-tagged NFAT was used to detect NFAT nuclear translocation. CF proliferation, myocardial fibrosis, CaN activity, and NFAT nuclear translocation were enhanced by EFS. More importantly, these effects were abolished by CaN inhibitors, dominant negative CaN (DN-CaN), and CaN gene silenced with siRNA. Furthermore, buffering intracellular Ca(2+) with BAPTA-AM and blocking Ca(2+) influx with nifedipine suppressed EFS-induced increase in intracellular Ca(2+) and CF proliferation. These results suggested that the CaN-NFAT pathway mediates CF proliferation, and that the CaN-NFAT pathway might be a possible therapeutic target for EFS-induced myocardial fibrosis and cardiac tissue engineering.
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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".