Longevity: The Science and Business of Aging
The biology of aging, what can slow it, who is funding the cure, and why there is still no approved drug.
Aging is the largest shared risk factor for death, disease and cost on Earth, and a century of animal data says it can be slowed. Yet not one drug is approved to treat it. The gap between what the biology allows and what the market has delivered is the entire investment story.
What this argues
- Aging drives the disease burdenIt drives the fiscal burden too: trillions, unnamed.
- Slowing it is proven in animalsCalorie restriction and rapamycin, repeatedly.
- Humans remain unprovenHype has outrun human evidence for decades.
- Regulation is the real barrierAging is not yet an approvable indication.
- Watch the endpoints, not the micePROSPR, Loyal, and the first human wins.
What has changed
Updated November 2026
ARPA-H funded seven PROSPR teams
- Up to $144M over five years, structured as milestone-based contracts rather than grants (Longevity.Technology, 25 Feb 2026).
- Teams include Cambrian BioPharma (up to $30.8M, an oral rapamycin analog), Linnaeus Therapeutics (up to $22M), and a UT Health San Antonio phase 3 hybrid trial of an SGLT2 inhibitor, rapamycin and semaglutide.
- Stanford and Columbia work on biomarkers, harmonized data and endpoints; the aim is early surrogate endpoints that show an aging shift within one to three years.
Loyal raised $100M and cleared the safety step
Loyal announced a $100M Series C led by age1 on 11 Feb 2026 (Loyal press release), bringing total capital to over $250M. Its LOY-002 dog pill has had the effectiveness and target animal safety sections accepted by FDA CVM for Expanded Conditional Approval (safety accepted January 2026); the third requirement was in progress and Loyal planned to submit it later in 2026. The 1,300-dog STAY study had completed enrollment and has no final results yet (Fortune, 11 Apr 2026). No approval was found as of the sources read.
First patient dosed in a human reprogramming trial
Life Biosciences announced on 9 Jun 2026 that the first participant was dosed in a Phase 1 trial of ER-100 (OSK partial reprogramming) for open-angle glaucoma and NAION, registered as NCT07290244. The trial primarily tests safety and tolerability, with visual function as additional endpoints (Life Biosciences release).
Large private rounds continued
- NewLimit: $435M Series C, 2 Jun 2026, to take its first epigenetic reprogramming medicine toward human trials (Cure longevity funding tracker, Jul 2026).
- Retro Biosciences: initial close of a new round at a $1.8B pre-money valuation, 22 May 2026 (same tracker); amount undisclosed.
- Life Biosciences: $80M Series D, 8 Apr 2026 (same tracker).
Not refreshed: capital-raised chart totals for Calico, Altos, NewLimit, eGenesis and Life Biosciences (cumulative figures could not be reconciled with the new rounds); Altos Labs 2026 funding (nothing found); TriviumVet cat approval status; organ-transplant counts; pharma pipeline percentages; demographic and GDP figures; the 30-year trial estimate.
Orientation
How to read this deck
How to read this deck
- Aging is one process. We treat it as a single risk factor, not a list of diseases.
- Separate proof from hype. We flag what is shown in mice, in humans, and merely claimed.
- Follow the money and the rules. The bottleneck is regulatory and financial, not biological.
- Every figure is dated. Sourced to primary studies; estimates are marked as such.
The Master Risk Factor
Why aging matters
Aging is the largest shared risk factor for death, disease and cost on Earth, and a century of animal data says it can be slowed. Yet not one drug is approved to treat it. The gap between what the biology allows and what the market has delivered is the entire investment story.
Longevity, in four numbers
The single biggest risk factor for a heart attack is not smoking, blood pressure or cholesterol. It is age. A healthy 75-year-old is likelier to have a heart attack than a 20-year-old smoker with high blood pressure, high cholesterol and diabetes. Age is the master variable.
After 30, your risk of dying doubles every eight years
A line chart on a log scale plots annual risk of death (%) against age, from 25 to 100. The line climbs steadily across the whole range, rising by roughly two orders of magnitude between age 25 and age 100. Source: Gompertz-Makeham law of mortality.
One driver, many failures
Ways aging shows up
| Failure | How it shows up |
|---|---|
| Cardiovascular | heart attack and stroke; age is the No. 1 risk factor. |
| Cancer | incidence climbs steeply with every decade of life. |
| Dementia | neurodegeneration rises sharply after 65. |
| Endurance | VO2 max falls; elite runners at 20 struggle on stairs at 70. |
| Strength | muscle and grip decline, often before any visible loss. |
| Cognition & fertility | processing speed, memory and fertility all fall with age. |
Slowing aging beats curing any single disease
View the data
| Added life-years | |
|---|---|
| Cure all cancers | 3 |
| Cure heart disease | 4 |
| Cure both + diabetes | 7 |
| Slow aging | 10 |
Source: Science; The Milbank Quarterly (illustrative)
Why this is a fiscal problem, not just a medical one
What Aging Is
The biology, honestly
There are almost as many theories of aging as there are researchers, but nearly all agree the genome sets the range, and damage fills it in. From a 58-day worm to a ~392-year shark, the same molecular parts yield wildly different lifespans. What divides the theories is whether aging is a program to switch off or damage to clean up.
The same biochemistry, a ~2,500-fold range in lifespan
Lifespan, from days to centuries
| Species | Lifespan |
|---|---|
| Worm | ~58 days |
| Mouse | ~4 years |
| Human | ~122 years |
| Bowhead whale | ~211 years |
| Greenland shark | ~392 years |
Is aging something the body does, or something that happens to it?
Two families of theory
| Program-based theories | Damage-based theories | |
|---|---|---|
| Claim | aging is a genetic program still running | aging is passive wear and byproducts |
| Evidence | salmon 'suicide', ant queens, single-gene worms | DNA mutations, protein tangles, stiff matrix |
| The fix | switch the program off | clean and prevent the damage |
| Weak spot | the examples may not generalize to humans | damage may be too diverse to ever fully repair |
Four ways bodies wear out
Types of damage
| Damage | What it is |
|---|---|
| DNA mutations | typos in the code that accumulate as cells divide; a driver of cancer. |
| Protein aggregation | misfolded proteins clump, the signature of Alzheimer's and Parkinson's. |
| Matrix crosslinking | sugars stiffen collagen and elastin: rigid arteries, aged skin. |
| Epigenetic drift | the tags that tell a cell what to be drift out of place over time. |
The Hallmarks of Aging, in three layers
Hallmarks of aging
| Layer | What it covers |
|---|---|
| Integrative hallmarks | the visible failures: stem-cell exhaustion, altered signaling, chronic inflammation, dysbiosis. |
| Antagonistic hallmarks | protective responses gone bad: cellular senescence, deregulated nutrient-sensing, mitochondrial dysfunction. |
| Primary hallmarks | the root damage: genomic instability, telomere attrition, epigenetic drift, lost proteostasis, disabled autophagy. |
Proof It Can Be Slowed
The animal evidence
Species whose death risk barely rises with age
Negligibly senescent species
| Species | Notes |
|---|---|
| Naked mole-rat | 30+ years; death risk does not rise with age, and cancer is rare. |
| Blanding's turtle | ~77 years; older females can reproduce better, not worse. |
| Rougheye rockfish | 200+ years; little sign of reproductive decline. |
| Red sea urchin | 100+ years (estimates run to 200); a textbook case of negligible senescence. |
| Greenland shark | ~392 years (est.); among Earth's longest-lived vertebrates. |
| Bowhead whale | ~211 years (est.); resists the cancers that should scale with its size. |
Every bar is a mouse that lived materially longer
View the data
| Lifespan extension | |
|---|---|
| Ames dwarf + CR | 75 |
| Calorie restriction | 50 |
| Ames dwarf (1 gene) | 50 |
| Rapamycin + trametinib | 30 |
| Rapamycin | 20 |
| Young-donor stem cells | 12 |
| Partial reprogramming | 9 |
Source: Various studies
The evidence base, stage by stage
- Gompertz's law: mortality found to double roughly every 8 years.
- Calorie restriction: underfed rodents live 30-50% longer, the first reliable lever.
- Yamanaka factors: adult cells can be reset toward youth; the seed of reprogramming.
- Rapamycin (NIH ITP): extends mouse lifespan even when started late.
- Drug combinations: rapamycin + trametinib add ~30% to mouse lifespan.
It works even when started late in life, by damping mTOR, the cell's nutrient-and-growth sensor, so cells shift from growth toward repair. Yet it has never run a large human aging trial: it is off-patent, so no company will fund one.
Hype vs Evidence
The honest chapter
Why most 'miracles' don't survive contact with rigor
- The gold standard. NIH's Interventions Testing Program retests claims across three independent labs.
- Most claims fail. Resveratrol, fish oil, curcumin and nicotinamide riboside showed no mouse lifespan benefit.
- Rapamycin passed. One of the very few compounds to replicate, repeatedly.
- Combinations can stack. Rapamycin + trametinib beat either drug alone (~30%).
No drug has ever been approved, anywhere, to treat aging, not because the science says it can't be done, but because the trial to prove it is nearly impossible to run. Aging isn't a recognized disease, all-cause-mortality trials take decades, and by the time one finished the patent would be long gone.
A trial of 3,000 40-year-olds testing a drug that cuts death risk 20% would need roughly three decades and $300-350M to reach statistical significance, long after the patent expires. That math, not a lack of will, is why the trials don't happen.
Real, proven drugs, but for disease, not aging
View the data
| Reduction in all-cause mortality | |
|---|---|
| Statins | 14 |
| SGLT2 inhibitors | 13 |
| GLP-1 agonists | 12 |
Source: Cochrane Library; trial data
The test: acting on many diseases at once
| Drug | All-cause mortality | Acts beyond one disease? |
|---|---|---|
| Statins | ~14% lower | No: the benefit is all cardiovascular |
| SGLT2 inhibitors | ~11-14% lower | Partly: heart, kidney and diabetes |
| GLP-1 agonists | ~12% lower | Emerging: heart, weight, a dementia signal |
| Metformin | No proven benefit | No: the aging case collapsed on review |
How easily hope outruns the data
| The 2014 claim | The 2022 correction | |
|---|---|---|
| Finding: diabetics on metformin outlived non-diabetics | Flaw: the study quietly excluded sicker patients | |
| Reaction: became the icon of anti-aging pharma | Redo: corrected, the survival edge vanished | |
| Follow-on: inspired the TAME aging-trial effort | Mouse test: NIH's ITP found no lifespan benefit (2016) | |
| Appeal: cheap, safe, ubiquitous | Lesson: extraordinary claims need replication |
Promising, but not yet proven in humans
Claims not yet proven
| Claim | Status |
|---|---|
| Senolytics | clear damaged 'zombie' cells; Unity's UBX0101 failed in knee osteoarthritis; none proven in humans. |
| Rapamycin in humans | strong in mice; off-patent, so untested at scale; proprietary analogs failed in the elderly. |
| Peptides & supplements | BPC-157, epitalon, NMN, methylene blue: little or no rigorous human data. |
| Blue zones | the famous 'longevity hotspots': recent audits question the underlying records. |
Four Strategies
The map of the field
Every longevity bet sits in one of four boxes
A two-by-two map. The horizontal axis runs from 'Buys time' to 'Stops & reverses aging'; the vertical axis runs from 'No deep theory' to 'Requires understanding aging'. Traditional Pharma and Advanced Bioengineering sit in the 'requires understanding aging' half (Traditional Pharma toward 'buys time', Advanced Bioengineering toward 'stops & reverses'); Biostasis and Replacement sit in the 'no deep theory' half (Biostasis toward 'buys time', Replacement toward 'stops & reverses').
Each strategy is a different bet on what aging is
| Strategy | The bet |
|---|---|
| Traditional Pharma | modulate existing biology one target at a time; the default, best-funded path. |
| Advanced Bioengineering | add new capabilities: partial reprogramming, gene and cell editing. |
| Replacement | swap out aged parts: organs, tissues, ultimately (in theory) the whole body. |
| Biostasis | pause biology with extreme cold until better medicine exists. |
The default path, and its cleverest workaround
- Reuses the machinery. Leans on today's drug, regulatory and commercial infrastructure.
- Back-door drugs. Rapamycin, SGLT2 inhibitors, GLP-1s: approved for disease, studied for aging.
- Loyal (dogs). STAY trial in 1,300 senior dogs, enrollment complete: the first FDA-recognized aging study. Safety and effectiveness sections accepted; manufacturing section still pending (Feb 2026).
- TriviumVet (cats). Extended-release rapamycin won FDA conditional approval, 2025.
The partial-reprogramming pathway
- Yamanaka factors (2006): four proteins reset an adult cell toward a stem-like state; Nobel 2012.
- Full to partial: brief exposure rejuvenates molecular markers without erasing cell identity.
- Animal results: muscle and nerve regeneration, less scarring, ~7-12% longer life in normal mice.
- First human trial (2026): Life Biosciences dosed its first patient in June 2026 (ER-100, glaucoma and NAION), not whole-body aging.
Exciting and over-funded at the same time
| What it can do | What it can't |
|---|---|
| Rejuvenate. Resets epigenetic drift toward a younger state | DNA mutations. Survive reprogramming untouched |
| Regenerate. Optic nerve, muscle, less scarring in animals | Matrix crosslinks. Stiff collagen is unaffected |
| Extend life. ~7-12% in normal mice (two studies) | Cancer risk. A full reset can turn cells tumorigenic |
| Reach humans. First FDA-cleared trial dosed its first patient in June 2026 | Close the gap. Billions raised; human evidence still thin |
The ceiling is supply, not science
View the data
| Count (thousands) | |
|---|---|
| Waitlist adds (US, 2025) | 81 |
| Transplants (US, 2025) | 49 |
| End-stage deaths (2011) | 730 |
Source: OPTN; organ-preservation literature
Stopping the clock
- The idea. Cool the body until molecular decay effectively stops.
- Proof it scales down. A rat kidney frozen to -150C, stored 100 days, was transplanted and worked (2023).
- Nature's precedent. Wood frogs freeze solid; 46,000-year-old worms revived from permafrost.
- The reality. 500+ people are already preserved; whole-body recovery remains unproven.
The Money
Where capital is flowing
A handful of platforms hold most of the money
View the data
| Capital raised | |
|---|---|
| Calico | 3500 |
| Altos Labs | 3000 |
| NewLimit | 755 |
| eGenesis | 481 |
| Life Biosciences | 250 |
| Loyal | 250 |
| Retro Biosciences | 180 |
Source: Company disclosures
Who is building, and on what
| Company | Raised and focus |
|---|---|
| Altos Labs | $3B; reprogramming; Bezos and Yuri Milner, the field's moonshot. |
| Calico | $3.5B; Alphabet's secretive aging lab, running since 2013. |
| Retro Biosciences | $180M (+$1B rumored; initial close of a new round at a $1.8B pre-money valuation, May 2026); Sam Altman-backed; reprogramming + pharma. |
| NewLimit | $755M; Brian Armstrong; reprogramming, machine-learning-driven. |
| Life Biosciences | $250M (before an $80M Series D in Apr 2026); first FDA-cleared reprogramming trial, first patient dosed June 2026 (the eye). |
| Unity Biotechnology | senolytics pioneer; its lead drug failed, a public cautionary tale. |
Most incumbents have no aging team, yet a third of their pipeline already targets aging
| Company | Dedicated aging group? | % pipeline age-related |
|---|---|---|
| Eli Lilly | No internal group | ~34% |
| Novartis | 50+ staff | ~18% |
| Novo Nordisk | No internal group | ~34% |
| AbbVie | No (Calico deal ended) | ~12% |
| Regeneron | 10-20 staff | ~16% |
The longevity capital flywheel, with a warning label
- Billionaire and VC capital
- Elite talent and platforms
- Bigger, faster experiments
- Credible milestones
- Higher valuations, more capital
About $1-2B a year worldwide, less than a single big drug's Phase III budget. Alzheimer's research alone receives roughly 8x more than the study of aging itself, despite aging being its largest risk factor.
No Approved Drug
The real bottleneck
Aging biology is dwarfed by the diseases it causes
View the data
| Funding | |
|---|---|
| Biology of aging | 0.5 |
| Children's health | 7 |
| Rare diseases | 7 |
| Infectious diseases | 15 |
| Late-stage aging diseases | 18 |
Source: Silver Linings; NIH
Five interlocking barriers
- Credibility. Decades of over-claiming left the field a snake-oil reputation.
- No precedent. No regulator has ever approved a drug for aging.
- No pathway. Aging isn't a recognized indication; no trial guidance exists.
- No constituency. Patients rally for named diseases, not for 'aging' itself.
- Capital defaults to disease. So even aging-derived drugs are tested one disease at a time.
Alternatives to the impossible mortality trial
Trial endpoints, from hardest to easiest
| Endpoint | Description |
|---|---|
| 04 All-cause mortality | the gold standard: unambiguous, but ~30 years and $300M+, effectively impractical. |
| 03 Disease-prevention endpoints | one drug delays several age-related diseases; years and $10s-100s M; the FDA is seen as open to this. |
| 02 Functional parameters | grip strength, gait speed, cognition; months to years; no agreed measure yet. |
| 01 Biomarkers & aging clocks | blood and epigenetic patterns that predict risk; fast and cheap, but unvalidated. |
The PROSPR program (up to $144M in contracts to seven teams, announced February 2026) is building an 'intrinsic capacity' score from wearables, blood biomarkers and function tests to predict 20-year outcomes, a possible stand-in for the impossible mortality trial. It plans to test rapamycin, SGLT2 inhibitors and GLP-1s against it.
From proven to purely theoretical
Evidence spectrum, from proven to speculative
| Intervention | Evidence status |
|---|---|
| Exercise & fitness | moves mortality, robustly |
| Statins, SGLT2, GLP-1 | proven for disease |
| Rapamycin | strong in mice, human gap |
| Partial reprogramming | first human trial, 2026 |
| Whole-body / cryonics | largely theoretical |
A genuinely large prize, genuinely guarded
| The bull case | The bear case |
|---|---|
| Huge market. Slowing aging is worth trillions in GDP | No human proof. Zero approved anti-aging drugs, ever |
| Real biology. A century of animal proof; tools improving fast | Long timelines. Trials take decades; patents do not wait |
| Rules may bend. ARPA-H, Loyal and new endpoints are emerging | Hype risk. A field with a long record of over-promising |
| Early innings. Today's valuations may later look cheap | Concentration. A few big failures could set the field back years |
Reference
Glossary and sources
We can already slow aging in a mouse and revive a worm frozen for forty-six thousand years. What we cannot yet do is run the trial that would let us sell the cure, and that, not the biology, is the bottleneck.
Plain-language glossary
| Term | Meaning |
|---|---|
| Geroscience hypothesis | aging is one shared process behind many diseases; target it once, prevent many. |
| Hallmarks of aging | a twelve-part catalogue of the molecular damage that accumulates with age. |
| Senescent cell | a damaged cell that stops dividing but lingers, leaking inflammation ('zombie cell'). |
| Senolytic | a drug meant to clear senescent cells; promising in mice, unproven in humans. |
| Partial reprogramming | briefly applying Yamanaka factors to rejuvenate a cell without erasing its identity. |
| Rapamycin / mTOR | an immune drug that slows the cell's growth sensor and extends mouse lifespan. |
| All-cause mortality | death from any cause: the gold-standard but impractical aging endpoint. |
| Healthspan vs lifespan | years lived in good health, versus total years lived. |
Sources & Further Reading
- Institute for Health Metrics and Evaluation (IHME): Global Burden of Disease (2023).
- Lopez-Otin et al.: 'Hallmarks of Aging: An Expanding Universe,' Cell (2013; 2023).
- NIH Interventions Testing Program: independent mouse lifespan results (2004-2025).
- Nature: rapamycin and rapamycin + trametinib lifespan studies (2009; 2025).
- Cochrane Library; Aging Cell: statin, SGLT2 and GLP-1 all-cause mortality analyses.
- age1: 1st Annual Pharma Aging Report Card (2025).
- ARPA-H: PROSPR program announcement (2026).
- Figures marked 'est.' or 'illustrative' are compilations of the above.
Sources cited
IHME (2023) · Gero · age1 (2025-26) · Gompertz-Makeham law of mortality · ACSM · Cambridge · Science · The Milbank Quarterly · UN/OWID · SSA · Silver Linings · GDP-of-Aging study · Nature · The Evolution of Aging · Cell · Lopez-Otin et al., Cell (2013; 2023) · J. Comparative Physiology B · AnAge, Human Ageing Genomic Resources (Tacutu et al., Nucleic Acids Research, 2018) · Congdon et al., Experimental Gerontology (2001); Ebert, Experimental Gerontology (2008); de Bruin et al., Biology of Reproduction (2004) · Ruby et al., eLife (2018); Keane et al., Cell Reports (2015) · NIH ITP (2004-2025) · Cochrane Library · Aging Cell · UK Biobank · Diabetes Obesity & Metabolism (2014) · Int'l J. Epidemiology (2022) · The Longevity Acceleration Roadmap · Loyal · Life Biosciences (2026) · OPTN · PLOS Genetics · MIT Tech Review · Company disclosures · NIH · National Law Review · How to Design a Clinical Trial for Aging · ARPA-H · Longevity.Technology (Feb 2026) · Loyal press release (Feb 2026) · Fortune (Apr 2026) · Life Biosciences (Jun 2026) · Cure longevity funding tracker (Jul 2026) · ARPA-H PROSPR (2026)
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Research, not investment advice. Figures as of , from the sources cited.
Legal information and disclosures
These are my own views as of the update shown on this page. They can change without notice, and I have no duty to update them. Past performance does not indicate future results, and any investment can lose money.
This is for education only. It is not investment, legal, tax, medical or accounting advice, and it is not an offer to sell or a solicitation to buy any security in any jurisdiction. It does not consider your goals or circumstances.
Figures from company filings, public agencies and other third parties are believed to be reliable, but I have not independently verified them and cannot guarantee them. Forecasts and anything marked as an estimate rest on assumptions that may prove wrong.
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