Known calendar ages and protein patterns train the models. A gene-activity map groups organ-related proteins measured in blood plasma. Separate heart, brain and kidney models produce example estimates of 55, 49 and 51. Organ association does not confirm where every protein came from.
55 compared with what?
For a person whose calendar age is 50, the model's usual heart estimate for 50-year-olds is 52. This person's heart estimate is 55: 3 higher on the model's age scale. These are made-up values and a simplified comparison before standardizing the gap. The estimate comes from proteins, not a direct test of heart function.
One overall age can hide the pattern.
Made-up profiles for two people aged 50; both have an overall estimate of 50. Organ gaps are compared with each model's same-age reference.
Organ
Person A
Person B
Heart
+3
0
Brain
0
0
Kidney
0
+3
The overall estimate is separately trained on all measured proteins, not an organ average. In one research cohort, higher heart-age gaps were linked to later heart failure: an association, not a diagnosis or proof of cause.
Same label. Different construction.
Two illustrative reports both say “heart age 55”, but their construction differs.
Two ways to construct an age estimate.
Method
Measurement
Construction
Protein organ clock
Blood proteins
Learns calendar age.
Systems Age
DNA tags in blood cells
Built from clinical measures and survival data.
Compare the measurement, model/version and outcome evidence. More reported ages do not automatically mean a better test.
Sources: Oh et al., Nature 2023 and Nature Medicine 2025; Sehgal et al., Nature Aging 2025. The article's references link to the papers.
How organ-age estimates are built, how to read their reference, and what separate organ profiles reveal. All displayed scores and profiles are made up.