Skip to main content
Evidence Based Longevity (EBL)
Biological Age Drivers

An age test tells you the number. This tells you why.

A clock like TruDiagnostic measures how old your biology looks. It does not tell you which dials moved the number, or what to do about them. This panel is the other half: a set of evidence-backed drivers, each with a longevity-oriented target and a lever you can actually pull, then retest.

EBL is paid a commission on TruDiagnostic tests ordered through this site. It changes no grade on this site. Disclosure

We do not assign each marker a made-up percentage of your aging. No validated model supports that, and inventing one would break the only rule that matters here. These are the inputs worth watching, with honest targets.

On the clock reading itself

A 2025 review in Epigenomics put numbers on how precise these clocks are. Intraclass correlation runs 0.86 to 0.99 depending on the clock, with coefficients of variation of 2% to 10%. The same DNA sample, split and run twice, has returned biological-age estimates up to 9 years apart. First-generation clocks carry a median absolute error of at least 3.6 years against known chronological age, and the review notes that a difference of a year or two between two readings “may fall within the margin of error.”

That is the case for the markers on this page rather than against them. The drivers below are measured on standard assays with established analytical precision, and each one has interventional human evidence behind the direction it moves. The clock number is the headline. These are the readings that can resolve a change.

The review characterizes clock output as “probabilistic information derived from group-level associations, not mechanistic insight,” and concludes that “applying epigenetic clocks A test that estimates biological age from chemical marks on DNA (DNA methylation). in individual-level decision making can be uninformative and potentially harmful.” No individual-level evidence shows that moving a clock reading improves a health outcome.

PMID:41403206 Apsley 2025, Epigenomics 17(18):1447–1461, narrative review. Replicate and error figures as cited therein from Sugden 2020, Belsky 2022 and Liu 2020.
Marker
Longevity target
Why it matters, and the lever
ApoB Apolipoprotein B, a protein carried once on each cholesterol particle that can enter the artery wall, so it counts those particles directly.
< 80 mg/dL (< 60 aggressive)
The single best lipid marker for atherosclerotic risk. Lever: diet, then a statin or equivalent if needed.
Fasting insulin
< 6 uIU/mL
Rises years before glucose does. Lever: carbohydrate quality, weight, resistance training.
HbA1c A blood test that reflects average blood sugar over the previous two to three months.
< 5.4%
Three-month glucose average. Lever: diet pattern, activity, sleep.
hs-CRP High-sensitivity C-reactive protein, a blood marker of low-grade inflammation.
< 1.0 mg/L
Low-grade inflammation marker tied to nearly every age-related disease. Lever: visceral fat, omega-3, sleep, oral health.
Triglyceride / HDL
< 2.0 (ideally < 1.5)
A practical insulin-resistance proxy. Lever: refined carbohydrate reduction.
Omega-3 Index The share of EPA and DHA among the fatty acids in red blood cell membranes, reported as a percentage.
> 8%
Red-cell EPA plus DHA. Lever: oily fish or a measured fish-oil dose, then retest.
Lp(a) Lipoprotein(a), a cholesterol-carrying particle whose level is set largely by genetics.
< 30 mg/dL (< 75 nmol/L)
Largely genetic, measure once. High levels change how aggressively you treat everything else.
Homocysteine An amino acid in the blood that rises when vitamin B12, folate or B6 are low.
< 9 umol/L
Lever: B12, folate, B6 if elevated.
Blood pressure
< 120 / 80
The highest-yield number you can track at home. Lever: sodium, weight, activity, medication.
Waist / height
< 0.5
Central adiposity beats BMI for risk. Lever: the obvious ones, measured honestly.
Fasting glucose
< 90 mg/dL
Lever: same as insulin, watched together.
GGT
< 20 U/L
An underused marker of liver stress and oxidative load. Lever: alcohol, visceral fat.

Targets are longevity-oriented, not standard lab reference ranges, and are general information rather than medical advice for any individual. They are a conversation for your clinician.

Want one validated composite number?

PhenoAge converts nine routine labs into a single biological-age estimate. It is validated, it is cheap because it runs on a standard panel, and it is the one composite we are comfortable pointing you to. The drivers above are how you move it.

See the testing platforms