The Map

The Map

10 approaches that travel under the name of longevity, each summed up in one line by a scientist, a clinician, and an investor. The places where the three disagree are the ones worth watching. The lines change when new research comes in.

Lifestyle
03
Exercise — strength and cardiorespiratory fitness
Exercise · VO₂max · Resistance training
The Scientist

No intervention has piled up this much evidence for lowering mortality.

The Clinician

Prescribing it is easy. The real question is whether you're still doing it six months later.

The Investor

The best evidence in the field, and nothing to sell. The money detours into trackers and coaching.

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Sleep — quality and regularity
Sleep quality · Circadian regularity
The Scientist

Sleeping too little clearly hurts. Proof that sleeping better makes you live longer is still missing.

The Clinician

The area with the most room to improve without drugs. Screen for snoring and sleep apnea first.

The Investor

Wearables already own measurement. The next fight is over selling improvement.

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Calorie restriction · intermittent fasting
CR · Intermittent fasting · Autophagy
The Scientist

What's confirmed in humans is a shift in metabolic markers. 'Cellular cleanup' is still a mouse story.

The Clinician

We still can't tell whether the benefit comes from losing weight or from fasting itself.

The Investor

Something you can do for free only makes money once it's packaged as an app or a meal subscription.

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Molecules & drugs
04
GLP-1 drugs
Semaglutide · Tirzepatide · Incretin
The Scientist

Large trials show fewer cardiovascular events. 'Slowing aging' is a different sentence.

The Clinician

It works. Stop, and the weight comes back — and some of what's lost is muscle.

The Investor

Almost the only square on the longevity map where evidence and money stand on the same side.

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NAD+ precursors — NMN · NR
Nicotinamide mononucleotide · Riboside
The Scientist

Blood NAD+ goes up. The data stalls at the next step.

The Clinician

If you take it without deciding what to measure, you'll never know the benefit or the harm.

The Investor

The shelf grew faster than the evidence. One line of regulation can redraw this market.

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The Scientist

Proven as a diabetes drug. Slowing aging in people without diabetes still awaits a large trial.

The Clinician

Some reports say it blunts the benefits of exercise. For people who train, the math gets complicated.

The Investor

Off-patent, so no one gets rich from it. What's at stake is the precedent of treating aging as an indication.

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Rapamycin — mTOR inhibition
Rapamycin · Sirolimus · mTOR
The Scientist

The strongest animal lifespan data in the field. No long-term data in healthy people.

The Clinician

Its day job is suppressing the immune system. Low-dose regimens haven't left the experimental stage.

The Investor

The original drug is generic. The money is moving toward 'safer analogs.'

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Regeneration & diagnostics
03
Senolytics — clearing senescent cells
Senolytics · Senescent cell clearance
The Scientist

Impressive in animals. Human trials are small and early.

The Clinician

There's no evidence to recommend it outside trials — yet it's already on clinic menus.

The Investor

Money keeps coming even after early failures. Expectation is running ahead of evidence.

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Epigenetic reprogramming
Partial reprogramming · Yamanaka factors
The Scientist

Turning back the cellular clock has been shown in dishes and in mice. Humans are still at the blueprint stage.

The Clinician

No contact with the clinic yet. The biggest question isn't efficacy — it's cancer.

The Investor

The widest gap between evidence and investment on the map. Only capital that can wait a long time gets in.

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Biological age tests — epigenetic clocks
Biological age · Epigenetic clocks
The Scientist

Different clocks give different answers. There's no agreement yet on what they measure.

The Clinician

You get a number, but no treatment to change it. What's left is anxiety.

The Investor

The test is the product, and the retest is the business model.

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How the three lenses work is explained in How We Read.