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Ageing as an Endpoint: Who Decides What Counts as Evidence That Ageing Has Slowed, by When, and What Reopens It · Part I · Ageing as an Endpoint: Who Decides What Counts as Evidence That Ageing Has Slowed, by When, and What Reopens It

Chapter 2. Appendix: The sources read

By RISCON Labs AI from public-domain and openly licensed sources on ageing research · not medical advice · the readings through the works named are this study's interpretation · First edition · October 2026

AI-generated editorial illustration: A compartmented sample holder stands beside an unmarked measuring ring.
In this part
  1. Gems, The aging-disease false dichotomy (2015)
  2. Barzilai, Healthy life extension (2026)
  3. Scott and others, The economic value of targeting aging (2021)
  4. Horvath, DNA methylation age of human tissues and cell types (2013)
  5. Belsky and others, Pace of biological aging (2020)
  6. Fahy and others, Reversal of epigenetic aging (2019)
  7. Mattison and others, Caloric restriction in rhesus monkeys (2017)
  8. Waziry and others, CALERIE DNA methylation analysis (2023)
  9. ARPA-H, PROSPR programme page

These are further passages of the nine texts this paper read, word for word, grouped by text. The government work is in the public domain; the eight articles are published under a Creative Commons Attribution licence. Findings are their authors', with the limits their authors state, and the paper's reading of them is its own interpretation.

Gems, The aging-disease false dichotomy (2015)

An essay by a biogerontologist arguing that ageing is best understood as pathology.

Is senescence a disease? The very word senescence, denoting deterioration leading to death, certainly carries that implication.
Gems, The aging-disease false dichotomy, Aging is Disease (gems-2015-aging-disease-false-dichotomy)
Life extending treatments in the laboratory invariably decelerate aging (rather than stopping or reversing it); this results in a delay in the appearance of age-related pathology (extending youthspan), but then such pathologies still eventually appear, causing illness, and death.
Gems, The aging-disease false dichotomy, Aging is Disease (gems-2015-aging-disease-false-dichotomy)
The question of how to define anti-aging (or geroprotective) treatments is an open one, and I have discussed it more fully elsewhere (Gems, 2014).
Gems, The aging-disease false dichotomy, Biogerontological Utopianism (gems-2015-aging-disease-false-dichotomy)
I suspect that the more utopian definition of geroprotection, though inspiring to biogerontologists, is a turn-off for clinicians, who view it as unrealistic.
Gems, The aging-disease false dichotomy, Biogerontological Utopianism (gems-2015-aging-disease-false-dichotomy)

Barzilai, Healthy life extension (2026)

A commentary by a physician on the goal of geroscience and the outcomes by which it should be judged.

The only mission that is both scientifically coherent and clinically meaningful is healthy life extension: more years in full health.
Barzilai, Healthy life extension, opening (barzilai-2026-healthy-life-extension-geroscience)
Blagosklonny’s insistence on lifespan evidence was field-building: a protest against a literature that celebrates “healthspan” using endpoints so elastic that they cannot fail.
Barzilai, Healthy life extension, Blagosklonny's disciplined provocation (barzilai-2026-healthy-life-extension-geroscience)
The practical bridge is to demand the right kinds of rigor, namely replicable lifespan effects in mammals where feasible, paired with human endpoints that map to health-adjusted survival, including delayed multimorbidity, frailty, function, and immune resilience.
Barzilai, Healthy life extension, Blagosklonny's disciplined provocation (barzilai-2026-healthy-life-extension-geroscience)
Frailty and function are not soft outcomes.
Barzilai, Healthy life extension, The physician's perspective (barzilai-2026-healthy-life-extension-geroscience)

Scott and others, The economic value of targeting aging (2021)

An article in economics, calibrated to United States data, comparing four imagined ways of changing how people age.

What are the gains from targeting aging itself compared to efforts to eradicate specific diseases?
Scott and others, The economic value of targeting aging, Abstract (scott-2021-economic-value-targeting-aging)
We show that a slowdown in aging that increases life expectancy by 1 year is worth US$38 trillion, and by 10 years, US$367 trillion.
Scott and others, The economic value of targeting aging, Abstract (scott-2021-economic-value-targeting-aging)
Although our dollar WTP values are sensitive to the precise calibration of our model, the relative importance of different treatments for aging is not.
Scott and others, The economic value of targeting aging, Results (scott-2021-economic-value-targeting-aging)
Our estimates abstract from both inequalities in health and income.
Scott and others, The economic value of targeting aging, Conclusion (scott-2021-economic-value-targeting-aging)
In other words, measurement of aging biologically rather than chronologically leads to increasing returns for aging at the individual level, feeding into even greater increasing returns at the aggregate level.
Scott and others, The economic value of targeting aging, Aggregate gains (scott-2021-economic-value-targeting-aging)

Horvath, DNA methylation age of human tissues and cell types (2013)

The article that introduced a predictor of age from DNA methylation across most tissues and cell types.

It is not yet known whether DNA methylation levels can be used to accurately predict age across a broad spectrum of human tissues and cell types, nor whether the resulting age prediction is a biologically meaningful measure.
Horvath, DNA methylation age, Abstract, Background (horvath-2013-dna-methylation-age-human)
I propose that DNA methylation age measures the cumulative effect of an epigenetic maintenance system.
Horvath, DNA methylation age, Abstract, Conclusions (horvath-2013-dna-methylation-age-human)
It remains to be seen whether the DNAm age of easily accessible fluids/tissues (for example, saliva, buccal cells, blood, skin) can serve as a surrogate marker for inaccessible tissues (for example, brain, kidney, liver).
Horvath, DNA methylation age, Conclusions (horvath-2013-dna-methylation-age-human)
Future research will need to clarify whether DNAm age is only a marker of aging or relates to an effector of aging.
Horvath, DNA methylation age, Conclusions (horvath-2013-dna-methylation-age-human)

Belsky and others, Pace of biological aging (2020)

The article that built a blood test for the pace of ageing from a birth cohort followed over twelve years.

A useful measure should be non-invasive, inexpensive, reliable, and highly sensitive to biological change.
Belsky and others, Pace of biological aging, Introduction (belsky-2020-quantification-pace-biological-aging)
As a result, the clocks confound methylation patterns arising from early-life exposures to methylation-altering factors with methylation patterns related to biological aging during adulthood.
Belsky and others, Pace of biological aging, Introduction (belsky-2020-quantification-pace-biological-aging)
Ultimately, data on DunedinPoAm for all CALERIE participants (and participants in other geroprotector trails) at trial baseline and follow-up will be needed to establish utility of DunedinPoAm as a surrogate endpoint.
Belsky and others, Pace of biological aging, Discussion (belsky-2020-quantification-pace-biological-aging)
Foremost, DunedinPoAm is a first step toward a single-assay cross-sectional measurement of Pace of Aging.
Belsky and others, Pace of biological aging, Discussion (belsky-2020-quantification-pace-biological-aging)
Follow-up of DunedinPoAm in more diverse samples is needed to establish cross-population validity.
Belsky and others, Pace of biological aging, Discussion (belsky-2020-quantification-pace-biological-aging)

Fahy and others, Reversal of epigenetic aging (2019)

A report of a small pilot trial in healthy men, read here for how it uses epigenetic clocks as evidence.

Epigenetic “clocks” can now surpass chronological age in accuracy for estimating biological age.
Fahy and others, Reversal of epigenetic aging, Abstract (fahy-2019-reversal-epigenetic-aging-immunosenescent)
The present study strongly supports this approach, having demonstrated regression of epigenetic age with high statistical significance even in a one‐year pilot trial involving only 9 volunteers.
Fahy and others, Reversal of epigenetic aging, Discussion (fahy-2019-reversal-epigenetic-aging-immunosenescent)
It remains to be seen whether follow‐up measurements of epigenetic aging using the GrimAge clock will show a persistent 2‐year gain in predicted life expectancy or a gradual loss of increased life expectancy compared to baseline.
Fahy and others, Reversal of epigenetic aging, Discussion (fahy-2019-reversal-epigenetic-aging-immunosenescent)
Although much more remains to be done, the general prospects for meaningful amelioration of human aging appear to be remarkably promising.
Fahy and others, Reversal of epigenetic aging, Discussion (fahy-2019-reversal-epigenetic-aging-immunosenescent)

Mattison and others, Caloric restriction in rhesus monkeys (2017)

A comparison of two long-running studies in monkeys that had reported different effects on survival.

Caloric restriction (CR) without malnutrition extends lifespan and delays the onset of age-related disorders in most species but its impact in nonhuman primates has been controversial.
Mattison and others, Caloric restriction in rhesus monkeys, Abstract (mattison-2017-caloric-restriction-improves-health)
The University of Wisconsin study reported a significant positive impact of CR on survival, but the National Institute on Aging study detected no significant survival effect.
Mattison and others, Caloric restriction in rhesus monkeys, Abstract (mattison-2017-caloric-restriction-improves-health)
The initial goal of both NIA and UW studies was to determine the impact of CR on the health of rhesus monkeys, as it was not a foregone conclusion that CR would be an appropriate intervention in long-lived species.
Mattison and others, Caloric restriction in rhesus monkeys, Impact of CR on survival (mattison-2017-caloric-restriction-improves-health)
The rationale for these design features at UW was to implement a study as it might have been conducted in humans.
Mattison and others, Caloric restriction in rhesus monkeys, Intrinsic differences in study design (mattison-2017-caloric-restriction-improves-health)
Although the numerical values for estimated survival were lower in CR groups than in controls, the impact of juvenile onset CR on survival remains undetermined, as the mortality curves for both NIA J/A cohorts are incomplete.
Mattison and others, Caloric restriction in rhesus monkeys, Discussion (mattison-2017-caloric-restriction-improves-health)

Waziry and others, CALERIE DNA methylation analysis (2023)

A post hoc analysis of DNA methylation measures of ageing in a randomized trial of caloric restriction in adults.

The finding that CR modified DunedinPACE in a randomized controlled trial supports the geroscience hypothesis, building on evidence from small and uncontrolled studies
Waziry and others, CALERIE DNA methylation analysis, Abstract (waziry-2023-effect-long-term-caloric)
Ultimately, a conclusive test of the geroscience hypothesis will require trials with long-term follow-up to establish effects of intervention on primary healthy-aging endpoints, including incidence of chronic disease and mortality
Waziry and others, CALERIE DNA methylation analysis, Abstract (waziry-2023-effect-long-term-caloric)
However, these DNAm measures were developed using different methods and reflect different models of aging.
Waziry and others, CALERIE DNA methylation analysis, Main (waziry-2023-effect-long-term-caloric)
The CALERIE Trial sample does not represent the general population and treatment effects may not generalize beyond the population of healthy volunteers recruited to participate.
Waziry and others, CALERIE DNA methylation analysis, Main (waziry-2023-effect-long-term-caloric)
Whether treatment and any slowing in biological aging that resulted from it translated to long-term clinical benefit is currently unknown.
Waziry and others, CALERIE DNA methylation analysis, Main (waziry-2023-effect-long-term-caloric)

ARPA-H, PROSPR programme page

The programme page of a United States federal research programme on healthspan, a public-domain government work.

What if we had therapies to extend healthspan and prevent the onset of age-related diseases?
ARPA-H, PROSPR programme page, The Big Question (arpa-h-prospr-program-page)
In response to these issues, the PROactive Solutions for Prolonging Resilience (PROSPR) program aims to identify biochemical and physiological markers and develop assessment tools that will allow researchers to better understand and target the underlying causes of age-related disease.
ARPA-H, PROSPR programme page, The Solution (arpa-h-prospr-program-page)
If successful, PROSPR will build a new therapeutic industry with interventions focused on maintaining health during aging.
ARPA-H, PROSPR programme page, The Solution (arpa-h-prospr-program-page)
A revolutionary approach to extending the healthspan of people across the U.S. requires a comfort with calculated research that only a funding agency such as ARPA-H can provide.
ARPA-H, PROSPR programme page, Why ARPA-H? (arpa-h-prospr-program-page)
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