WARE
WARE evaluates individual risk for wet age-related macular degeneration (AMD) by integrating genetic and non-genetic factors normalized to population frequencies and disease prevalence.
Key Features:
- Risk calculation: Computes individualized risk profiles for wet AMD by combining multiple genetic and non-genetic factors.
- Genetic normalization: Normalizes genetic risk measures based on relative allele frequencies in the general population and on disease prevalence.
- Population customization: Allows adjustment of genetic factor weights, allele frequencies, non-genetic influences, and local disease prevalence for different populations.
- Risk stratification plots: Generates visual population risk distributions that delineate low-risk and high-risk zones.
- Clinical risk stratification: Produces risk scores intended to inform follow-up schedules and treatment protocol decisions for patients with or at risk of wet AMD.
Scientific Applications:
- Personalized follow-up and treatment planning: Uses individualized risk profiles to guide frequency of monitoring and therapeutic decisions for wet AMD.
- Preventive intervention prioritization: Identifies individuals at elevated risk to target preventive measures aimed at reducing progression to wet AMD.
- Population-specific risk assessment: Supports evaluation of AMD risk across different demographic or genetic populations by adjusting allele frequencies and prevalence.
- Risk communication: Provides quantitative risk stratification and plots to support clinician–patient discussions about AMD risk.
Methodology:
Computes individual risk scores by integrating genetic and non-genetic factors; normalizes genetic risk measures by relative allele frequencies and disease prevalence; permits adjustments for population-specific genetic frequencies and non-genetic influences; generates population risk distribution plots with delineated low- and high-risk zones.
Topics
Details
- License:
- GPL-3.0
- Cost:
- Free of charge
- Tool Type:
- command-line tool
- Operating Systems:
- Mac, Linux, Windows
- Programming Languages:
- R
- Added:
- 9/27/2022
- Last Updated:
- 11/24/2024
Operations
Publications
Fabrizio C, Termine A, Caputo V, Megalizzi D, Zampatti S, Falsini B, Cusumano A, Eandi CM, Ricci F, Giardina E, Strafella C, Cascella R. WARE: Wet AMD Risk-Evaluation Tool as a Clinical Decision-Support System Integrating Genetic and Non-Genetic Factors. Journal of Personalized Medicine. 2022;12(7):1034. doi:10.3390/jpm12071034. PMID:35887531. PMCID:PMC9321802.