Abstract 4129195: Mechanisms of Healthy Aging in the Prevention of Atrial Fibrillation
Bibliographic record
Abstract
Introduction: Atrial Fibrillation (AF) is the most frequent cardiac arrhythmia. AF can lead to severe complications such as myocardial infarction, strokes, and sudden death. With 70% of AF patients aged 65 and older, aging stands as the major risk factor for AF. Our group have recently contributed to reveal that old Wistar rats (20 months) are more susceptible to AF than younger rats (5 months). Interestingly, Lou/c/jall (LOU) rats, a model of healthy aging derived from Wistar rats, can live up to ~35 months old (equivalent to 100 human years). LOU rats have been identified as resistant to age-related diseases such as obesity, hypertension, and neurodegenerative disorders, which are major risk factors for AF. However, the susceptibility of LOU rats to AF have never been reported. Hypothesis: LOU rats may carry specific molecular adaptations conferring resistance to age-related cardiac remodeling and low AF vulnerability. Objectives: Characterize the vulnerability of very old LOU rats (32 months) to AF compared to old Wistar rats (22 months). Determine the atrial inflammatory profile of LOU rats and identify the molecular adaptations that may explain their resistance to AF Methods: Male and Female rats were divided into five groups: LOU and Wistar rats of 5 months (young), 20 months (old), and 32 months (very old: LOU/c rats only). AF inducibility was assessed in vivo using transesophageal electrophysiological study and cardiac structure and function were analyzed by in vivo echocardiography. Atrial electrical conduction was examined using ex vivo optical mapping. Histological analyses were performed to assess atrial fibrosis. Additionally, immunoblot analysis, qPCR, and RNA sequencing were employed to investigate the levels of biomarkers involved in atrial inflammation and fibrosis. Result: Old Wistar rats were more vulnerable to AF than young rats. Old and very old LOU were significantly more resistant to AF than old Wistar animals. LOU rats’ low susceptibility to AF was accompanied with absence of cardiac structural and functional remodeling and low levels of atrial fibrosis compared to old Wistar. Additionally, advanced age did not affect LOU rats’ atrial electrical conduction properties as compared to old Wistar rats. Conclusion: Promotion of healthy aging conditions mimicking LOU rats’ resistance to cardiac remodeling and reduction of atrial fibrosis may contribute to prevent AF in subjects with pathological aging.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 0.002 |
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".