Award
National Institute of Arthritis and Musculoskeletal and Skin Diseases 5R01AR085315-02
Personalized Prediction of Atopic Dermatitis Disease Course Across Diverse Settings
Recipient
University of California, San Francisco
Award Amount
$198,645.00
Ceiling
$198,645.00
Awarded
July 21, 2026
Identifier
5R01AR085315-02
NIH-funded research project to develop machine learning prognostic models for atopic dermatitis disease course and comorbidities across diverse populations, supporting targeted treatments and clinical trial enrollment.
Description
This project aims to develop prognostic models using machine learning to predict disease persistence and comorbidities of atopic dermatitis across diverse cohorts from Uganda, Ecuador, and the UK. The models will incorporate early life predictors, genetic risk scores, environmental variables, and bio-samples to improve patient counseling, optimize clinical trial enrollment, and support targeted treatments.