Check out Aaron King’s project:

“It took longer than it should have, but Agerank.com is now functional. It's not done but at least it's shareable.

"If it changes with age, it's part of aging."

Search for biomarkers in the top bar, use demographic filters in the left bar. Input your own data using the Plot function next to each scatterplot, add more datapoints with +. Swap medical ranges and underlying scatterplot info using the dropdown menus.

What it does:
- Shows most of the NHANES biomarkers in the context of age. How does each biomarker change over the lifespan, what is the variance, what are some medical ranges that exist for that biomarker.
- Allows you to input your own data to see if you are beating the curve.
- Allows you to swap between various years of NHANES data, not all data has been put in yet.
- Has demographics filters for gender, ethnicity, BMI, and wealth.
- Displays floating point mean (red) and median (black)

Now I have a list of all the biomarkers that change with age, at least biomarkers from NHANES. I've discovered that 6 biomarkers are pretty much explained by obesity, so if you don't get fat these 6 will not change over your life. Another 8 respond to obesity but are not fully explained by it.

At least 178 biomarkers in the system so far. More incoming.”