Six windows into aging biology.
Fast entry points
Tap any marker to jump into the detailed explorer.
Explore a biomarker
One marker at a time, with quieter controls and clearer age-pattern views.
How to read this chart
Technical details
Disease Explorer
The main explorer stays healthy-only. This tab intentionally brings selected disease cohorts back in so you can compare cross-sectional biomarker profiles against that healthy baseline.
How to read this comparison
Condition details
What changes most?
Use pooled or female-plus-male rankings together with raw or trimmed summaries to see which markers move the most.
What’s surprising?
These are the patterns people tend to remember and share: familiar markers that move the opposite way, hide their shifts in the tails, or split sharply by sex.
Compare biomarkers on the same scale
Every line is normalized to its own 20-24 baseline so you can compare unlike units without flattening the story.
Try the open blood-age model.
The published PhenoAge equation, running locally in your browser.
Enter your values to calculate PhenoAge.
PhenoAge is a mortality-oriented blood summary, not a hidden organ-by-organ clock. Think of it as a biological age test that asks: based on your blood markers, what age has a mortality risk most similar to yours?
Caveats
- Calibrated on U.S. adults in NHANES, so it is a population-reference model rather than a direct internal aging measurement.
- Inflammation, infection, medications, dehydration, and lab methods can move the estimate.
- It should not be used as a diagnosis, screening decision, or substitute for medical advice.
- CRP still needs a positive numeric value because the equation uses log(CRP).
Sources and credit
The paper and supplement describe the open phenotypic age blood model, its NHANES III calibration set, and the published coefficients used here. Paper | Supplement
This later paper evaluated the measure against mortality and disease burden in later NHANES cohorts. DOI
Feedback
If something feels confusing, missing, or especially useful, send it over. This opens a prefilled email draft to Ben.
What would make this more useful?
Email feedback
What this explorer is and is not.
NHANES is a repeated cross-sectional U.S. survey run by the CDC's National Center for Health Statistics. It uses public laboratory, demographics, and health-questionnaire files from the 1999-2000 through 2017-March 2020 pre-pandemic releases.
Age bins run from 20-24 through 80-84. Ages 85 and older are excluded from the age-bin trend summaries.
The healthy cohort excludes pregnancy, diagnosed diabetes, diagnosed cardiovascular disease, cancer history, kidney failure indicators, and liver disease history.
The charts are cross-sectional. They compare different people at different ages, not the same people followed over time.
Sex divergence shows whether female and male median curves move apart after each is normalized to its own 20-24 baseline.
Which NHANES data are included?
The site uses public NHANES laboratory, demographics, and questionnaire files from the 1999-2000, 2001-2002, 2003-2004, 2005-2006, 2007-2008, 2009-2010, 2011-2012, 2013-2014, 2015-2016, and 2017-March 2020 pre-pandemic releases.