How much of ageing is genetic?

"It runs in my family" is the most common reason people decide none of this is worth doing. The estimates do not support it — and the parts that genuinely are genetic are mostly identifiable, which changes what you do rather than whether you bother.

The heritability estimates

Twin studies have historically put the heritability of lifespan at roughly 20–30%. Later analyses using very large pedigrees suggested the true figure is lower still — possibly under 10% — because people tend to marry partners resembling themselves, which inflates apparent heritability in family data.

Either way, the large majority of variation in how long and how well people live is not explained by inherited genetics. That is the single most useful fact in this area and the least widely known.

Families share more than genes

Diet, smoking, activity, alcohol, body composition, sleep habits and attitudes to medical care all run in families without being inherited. A family history of early heart disease may be transmitting a dietary pattern as much as a genotype.

This is not a reason to dismiss family history — it is genuinely predictive and should raise your urgency. It is a reason not to read it as a verdict.

The genetics that do matter are specific

Lp(a) is the clearest example: largely genetically determined, barely responsive to lifestyle, and a strong independent risk factor. It is also measurable with a single ordinary blood test that almost nobody is offered.

Familial hypercholesterolaemia affects roughly 1 in 250 people and is substantially underdiagnosed. APOE status affects both lipid handling and Alzheimer's risk. Haemochromatosis is common, genetic, and entirely treatable once identified.

Each of these is actionable precisely because it is specific. Knowing you carry high Lp(a) does not mean nothing can be done; it means everything else — ApoB, blood pressure, smoking — should be managed more aggressively, because your baseline risk is higher.

What this means in practice

Measure the genetic factors that are measurable, once: Lp(a), and a lipid panel that would reveal familial hypercholesterolaemia. Those two tests resolve most of the genuinely inherited cardiovascular risk that matters.

Treat the rest as modifiable until proven otherwise, because for the large majority of variation it is. A family history should change your threshold for acting, not your assessment of whether acting works.

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Frequently asked questions

Is aging genetic?

"It runs in my family" is the most common reason people decide none of this is worth doing. The estimates do not support it — and the parts that genuinely are genetic are mostly identifiable, which changes what you do rather than whether you bother.

What does this guide cover?

This guide covers: The heritability estimates; Families share more than genes; The genetics that do matter are specific; What this means in practice.

All guides

Not medical advice. These are longevity-optimised reference ranges, which are deliberately stricter than standard clinical "normal" values. A value outside them does not mean you have a disease. Speak to a qualified healthcare professional before changing medication, supplements or training. Full disclaimer.
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Is aging genetic?

"It runs in my family" is the most common reason people decide none of this is worth doing. The estimates do not support it — and the parts that genuinely are genetic are mostly identifiable, which changes what you do rather than whether you bother.

What does this guide cover?

This guide covers: The heritability estimates; Families share more than genes; The genetics that do matter are specific; What this means in practice.

What is biological age?

Chronological age counts birthdays. Biological age estimates how old your body appears to be functioning, based on measurable biomarkers. Two people born the same year can differ by a decade or more in vascular stiffness, insulin signalling or cardiorespiratory fitness. Biological age makes that gap explicit — and unlike your birthday, it can move in either direction.

How is the Longevity Score calculated?

Each biomarker you enter is scored against longevity-optimised reference ranges and grouped into one of eight dials. Every dial produces its own biological age, and those are combined using fixed weights into a single composite, then expressed as a Longevity Score from 0 to 100. The weighting reflects how strongly each system predicts healthspan: structural and vascular carry the most, hormonal the least.

Do I need all 53 biomarkers?

No. The short form contains a subset of scoring inputs plus context-only fields, and you can leave any of them blank. It is not a recommendation to obtain tests. Missing values are excluded from the calculation — never treated as zero or as 'normal'. A dial with no scored data is dropped entirely and the remaining weights renormalise.

What can I measure without a blood test?

Some inputs can be measured without bloodwork. Blood pressure needs a home cuff and waist-to-height needs a tape measure. Wearable estimates vary; the floor-based sitting-rising test carries a fall risk and should only be attempted if safe.

Is this an anti-aging calculator? Is it a healthspan calculator?

Both terms describe what this tool does, and which one fits depends on what you are asking. "Anti-aging" is the term most people search, and loosely means anything aimed at slowing or reversing age-related decline — this tool fits that description if you score your dials and act on what you find. "Healthspan calculator" is the more precise term: healthspan is the number of years lived without serious chronic disease or disability, and that cannot be measured directly, so this tool scores eight systems that each function as an early-warning proxy for it. Either way, the method is the same: real biomarkers, published thresholds, no vanity-metric framing.

Why don't you have a quick quiz that skips biomarkers entirely?

Several popular tools ask only about habits — exercise days, sleep hours, smoking, diet quality — and return a single precise-looking age. We looked at the research behind that approach and chose not to build it. Published studies do show real, individually-measured links between specific habits and epigenetic age acceleration, but those effect sizes come from different study populations, different DNA-methylation clocks and different measurement units. Adding them together into one number is not something the underlying research actually supports — it produces a precise-looking result built on an imprecise method. Our dials use direct physiological measurements instead: a real blood pressure reading, a real VO₂ max, a real ApoB value. Several dials score from home-measurable data alone with no quiz-guessing involved — see what you can measure without a blood test, above.

Why are your 'optimal' ranges stricter than my lab's normal range?

Standard reference ranges describe what is common in a general population, which now includes a great deal of metabolic dysfunction. They are tuned to flag disease, not to identify what is optimal for a long healthspan. A fasting insulin of 20 µIU/mL sits inside most labs' normal range and is strongly associated with insulin resistance. This tool uses longevity-optimised thresholds instead, so a flag here means room for optimisation — not a diagnosis.

Why not just upload my labs to ChatGPT?

For understanding a single result, do — a frontier chat model is genuinely good at that, often clearer than most medical sites, and it handles markers no fixed tool covers. The limitation is different from the one most people assume. A language model produces a plausible response rather than a computed one, so the same panel can score differently on different days. That is fine when exploring an idea and disqualifying when measuring change, because you cannot tell how much of a difference is you and how much is the method. Use both: a chat model to understand, a fixed instrument to track.

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