Caloric Restriction Diet Induces Specific Epigenotypes Associated with Life Span Extension
Bibliographic record
Abstract
The lifespan of Wistar rats on caloric restriction diet (CRD) is correlated with the changes in prooxidant-antioxidant balance, in the contents of triiodothyronine, and thyroxin (epigenotype characteristics). It has been shown that in a month after the moment of one-month-old rats began to receive CRD the part (up to 15 %) of experimental animals died without any apparent cause, irrespective of the degree of calorie restriction (40 %, 57 % and 60 % weight-loss). The rest of animals with 40 %, 57 % and 60 % weight-loss had longer life span in comparison with control group. The CRD-induced life-span prolongation in animals was accompanied by the induction of specific epigenotypes featured by acceleration of the electron transfer rate in electron transport chain and subsequent reduced production of reactive oxygen species and increased antioxidant activity. The activity of glutathione reductase, glutathione transferase, NADH-cytochrome C reductase, isocitrate dehydrogenase was elevated. The activity of Se-dependent glutathione peroxidase was higher more than 30 times as compared with control. Likewise, the epigenotypes of animals with 40 %, 57 % and 60 % weight-loss CR, were characterized by 37, 43 and 56 % decrease in triiodothyronine and 50, 25, 39 % decrease in tyrosine, respectively. The observed induction of specific epigenotypes is associated with higher life-span and is related to the multivariant metabolic strategies of adaptation to CRD.
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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".