Rapid electrical pacing of cardiomyocytes alters the behavior of cardiac fibroblasts: Implications for atrial fibrillations
Bibliographic record
Abstract
Background: Atrial fibrillation (AF) produces atrial tachycardia-related changes in atrial electrophysiology, providing a possible explanation for the progressive nature of the arrhythmia. Structural remodeling results from ventricular dysfunction due to a rapid response to AF, but whether AF itself can cause atrial fibrosis remains unclear. This study investigated the hypothesis that rapid atrial cardiomyocyte activation produces factors that influence atrial fibroblast proliferation and secretory functions. Methods: Cultured canine atrial fibroblasts were treated with medium from rapidly-paced atrial cardiomyocytes (group 5Hz), non-paced cardiomyocytes (group NP) and cardiomyocyte pacing medium alone (group Ø), and analyzed by [3H]thymidine incorporation, Western-blot and real-time RT-PCR. Results: Rapidly-paced cardiomyocyte-conditioned medium had a potent anti-proliferative effect, reducing [3H]thymidine uptake compared to non-paced cardiomyocyte-conditioned medium and medium alone (2,143±1,490** vs. 15,870±3,343 and 16,440±4,193 respectively, **P < 0.01 vs. both NP and Ø). Conditioned medium from rapidly-paced cardiomyocytes increased αSMA protein reflecting an activated myofibroblast phenotype (1.62±0.20** vs. 1.08±0.26 and 1.01±0.24), collagen-1 (2.41±0.22* vs. 1.49±0.33 and 1.10±0.19, *P < 0.05 both NP and Ø) and fibronectin-1 (3.05±0.28* vs. 1.80±0.45 and 1.20±0.19) mRNA expression compared to control cells. Treatment of the conditioned medium with the AT1 receptor blocker valsartan, partially attenuated the pacing-induced αSMA increase but had no effect on fibroblast proliferation. Atrial tissue from 1-week atrial-tachypaced dogs with AV block/ventricular pacing to control ventricular rate similarly showed upregulation of collagen-1 (2.6±0.5 vs. 0.7±0.3, P < 0.01) and fibronectin-1 (4.9±0.6 vs. 1.1±0.4, P < 0.001) mRNA versus unpaced shams. Conclusion: Rapidly-paced cardiomyocytes release substances that profoundly alter cardiac fibroblast function and induce an activated myofibroblast phenotype that is reflected by altered ECM-gene expression in vivo. These findings are consistent with recent observations that AF per se causes ECM remodeling and may have important consequences for understanding and preventing the mechanisms underlying AF progression.
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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 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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".