Deep Biomarkers Of Human Aging

How old by basic blood test


  • 41 input parameters
  • r = 0.91
  • Rsq = 0.82
  • MAE = 5.5 years
Test your samples


  • 33 input parameters
  • r = 0.79
  • Rsq = 0.63
  • MAE = 6.2 years
Test your samples


  • 19 input parameters
  • r = 0.80
  • Rsq = 0.65
  • MAE = 5.90 years
Test your samples

Please try our Young.AI - a tool for tracking your predicted age over time using the multiple data types

This is a deep-learned predictor of your age made with a deep neural network trained on hundreds of thousands anonymized human blood tests. Enter your data below and will guess your age and sex.

Please use the following citation when referencing Aging.AI 3.0: Polina Mamoshina, Kirill Kochetov, Evgeny Putin, Franco Cortese, Alexander Aliper, Won-Suk Lee, Sung-Min Ahn, Lee Uhn, Neil Skjodt, Olga Kovalchuk, Morten Scheibye-Knudsen, Alex Zhavoronkov; Population specific biomarkers of human aging: a big data study using South Korean, Canadian and Eastern European patient populations, The Journals of Gerontology: Series A, gly005,

First choose the sample metric: 

Now choose your ethnicity:   

Enter your weight: kg         Enter your height: cm       Do you smoke?  
Blood Marker* Your Value Units and Sample Metric***
Albumin** 35 - 52 g/l
Glucose** 3.9 - 5.8 mmole/l
Urea**(BUN) 2.5 - 6.4 mmole/l
Cholesterol** 3.37 - 5.96 mmole/l
Protein total** 64 - 83 g/l
Sodium** 136 - 146 mmole/l
Creatinine** 53 - 97 mmole/l
Hemoglobin** 11.7 - 15.5 g/dl
Bilirubin total 1.7 - 21 mcmole/l
Triglycerides 0.68 - 6 mmole/l
HDL Cholesterol < 3.3 mmole/l
LDL cholesterol (by Friedewald) 1.81- 4.04 mmole/l
Calcium 2.15 - 2.65 mmole/l
Potassium 3.4 - 5.1 mmole/l
Hematocrit 37 - 50 %
MCHC 31.5 - 35.7 g/dL
MCV 82 - 95 fl
Platelets 150 - 450 103 /mcl
Erythrocytes (RBC) 3.5 - 5.5 106 /mcl
* This should be in your clinical biochemistry blood test results
** Required parameter for minimal prediction accuracy of 70% within 10 year frame
*** We can not show you reference values before knowing your age apriori, so this is only a reference metric

Click on a marker to know more about what it is. Knowing your blood biochemistry markers is the new ABCs. Everyone should know it.

How to partner with us

We are driven by our mission to extend healthy human longevity and when you partner with us, you contribute to solutions that benefit everyone.

If you’re interested in sponsoring a research project or simply accessing our extensive research infrastructure, we’ll help you launch a successful and rewarding collaboration with researchers who are leaders in their fields.

We closely work with academic partners to develop deep biomarkers of human aging and health status.

View partnership case studies.

Check out Insilico Medicine publications

Contact the Pharma.AI research team for inquiries about academic and sponsoring opportunities at poly(at)

In collaboration with:
DNNs were trained on NVIDIA GPU

We thank NVIDIA for providing valuable GPU equipment for deep learning to Insilico Medicine.