Abstract 906: Age-Dependent Modifications in Cardiac Myofilament Proteins are Graded by Overall Health, Measured as Frailty, in Aging Male and Female C57BL/6 Mice
Bibliographic record
Abstract
Previously, we showed that the age-dependent decline in ventricular function in male mice is proportional to overall health, as quantified with a frailty index (FI) tool. This tool is based on the accumulation of deficits in health across many systems, but not the cardiovascular system per se . Here we investigated whether frailty grades age-dependent modifications in myofilaments in young and aged mice of both sexes. Myofilaments were isolated from ventricles of adult (12-13 mos; n=5 males, 5 females) and aged (22-23 mos; n=6 males, 5 females) mice. FI scores were obtained from all mice. Actomyosin Mg-ATPase activity as a function of increasing calcium concentration and phosphorylation of major myofilament proteins were quantified and compared between groups. Results showed that myofilament calcium sensitivity (EC 50 values) was similar regardless of age or sex and was not affected by FI score. Maximal actomyosin Mg-ATPase activity increased with age in females, but this was not linked to frailty. Hill coefficients declined with age in males only and were lower than females in the older group (p<0.05). However when all mice were examined, Hill coefficients declined as frailty increased (r=0.68, p=0.001). Total phosphorylation levels of myosin-binding protein C (MyBP-C), desmin, tropomyosin and essential myosin light chain (ELC) increased with age, but only in males. Interestingly, phosphorylation of MyBP-C (r=0.49; p=0.03), desmin (r=0.65; p=0.003), tropomyosin (r=0.62; p=0.004) and ELC (r=0.71; p=0.001) were highly correlated with overall health (FI scores). By contrast there was no link between frailty and phosphorylation of actin, troponin T and troponin I. These findings suggest that poor overall health, quantified in an FI, predicts changes in the myofilaments across the life course in both sexes. This may contribute to changes in cardiac contractile function in frail older adults.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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".