Type 2 Diabetes Phenomap Prediction

Predict phenotypic clusters for diabetes patients

Patient Parameters

Urine alb/creat ratio

Age (years)

Serum creatinine (mg/dL)

Hemoglobin A1c (%)

Systolic BP (mmHg)

BMI (kg/m²)

HDL-c (mg/dL)

LDL-c (mg/dL)

Education level

Lower extremity amputation

Eye surgery

Vibration perception

Phenogroup Prediction Results

Probability of Phenogroup Membership

Phenogroup 1

Phenogroup 2

Phenogroup 3

Phenogroup 1 Phenogroup 2 Phenogroup 3

About the Phenogroups:

Phenogroup 1: Higher risk with greater comorbidities

Phenogroup 2: Moderate risk of complications

Phenogroup 3: Lower risk of diabetes complications

About Diabetes Phenomapping

Type 2 diabetes is a heterogeneous condition with varying risk of complications. Phenomapping uses machine learning to identify distinct subgroups of patients based on clinical variables and biomarkers.

This calculator predicts the probability of belonging to each of the three identified phenogroups, which may help guide personalized management strategies.

References:

The above calculator provides an approximation of the phenomapping clusters defined by Segar et al.

This phenotype prediction tool is intended for research and educational purposes only. It is not intended as medical advice or to suggest treatment. Please consult with a healthcare professional for clinical guidance.