Measurements of damage and repair in aging mice and humans reveals that robustness and resilience decrease with age, operate over broad timescales, and are affected differently by interventions
Farrell, S.; Kane, A.; Bisset, E.; Howlett, S. E.; Rutenberg, A. D.
Show abstract
As an organism ages, its health-state is determined by a balance between the processes of damage and repair. Measuring these processes requires longitudinal data. We extract damage and repair rates from repeated observations of health deficits in mice and humans to explore the contribution of robustness and resilience, which respectively decrease damage rates and increase repair rates, to aging health. We find a conserved decline with age in robustness and resilience in mice and humans, implying that both contribute to worsening health in aging. A decline in robustness, however, has a greater effect than a decline in resilience on accelerating damage accumulation with age, and a greater association with reduced survival. We also find that deficits are damaged and repaired over a wide range of timescales ranging from the shortest measurement scales towards organismal lifetime timescales. We explore the effect of systemic interventions that have been shown to improve health, including the angiotensin-converting enzyme inhibitor enalapril and voluntary exercise for mice, and household wealth for humans. We find that these interventions affect both damage and repair rates - but in different proportions for different interventions. These findings have implications for how health in aging, and interventions targeting health, are conceptualized and assessed.
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Automated, high-dimensional evaluation of physiological aging and resilience in outbred mice 97%
- A mathematical model that predicts human biological age from physiological traits identifies environmental and genetic factors that influence aging 97%
- Inter-tissue convergence of gene expression during ageing suggests age-related loss of tissue and cellular identity 96%
Similar papers in this journal
Similar papers in this journal
- Compression of morbidity by interventions that steepen the survival curve 95%
- Longitudinal analysis of body weight reveals homeostatic and adaptive traits linked to lifespan in diversity outbred mice 94%
- Longitudinal analysis of blood markers reveals progressive loss of resilience and predicts ultimate limit of human lifespan 94%
Similar papers in this journal
Similar papers in this journal
- AnthropoAge, a novel approach to integrate body composition into the estimation of biological age 94%
- A Trans-Omic Mendelian Randomization Study of Parental Lifespan Uncovers Novel Aging Biology and Drug Candidates for Human Healthspan Extension 94%
- Epidermal Collagen Reduction Drives Selective Aspects of Aging in Sensory Neurons 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.