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.