VPMBench

VPMBench automates and standardizes the evaluation of variant prioritization methods for clinical whole-exome and whole-genome sequencing, enabling systematic benchmarking of algorithms that prioritize disease-causing variants.

Key Features:

• Standardized Interface: Provides a standardized interface for variant prioritization methods to ensure consistency and comparability across evaluations.
• Plugin System: Implements an adaptable plugin system to integrate and evaluate new and existing prioritization methods.
• Support for Multiple Data Formats: Accepts multiple input data formats commonly encountered in genomic research.
• Custom Output Preparation: Produces custom output data to meet specific analysis requirements and to integrate results into broader workflows.
• Declarative Method Specifications: Uses declaratively specified information about evaluated methods, such as supported variants, to enhance transparency and reproducibility.
• Technology-Agnostic Plugins via Containerization: Supports technology-agnostic plugins through containerization to enable integration across different computational environments.

Scientific Applications:

• Methodological Benchmarking: Benchmarking and comparative evaluation of variant prioritization algorithms using whole-exome and whole-genome sequencing data.
• Clinical Diagnostics Evaluation: Assessing prioritization methods applied in clinical diagnostics to identify likely disease-causing variants among thousands of variants per patient.
• Research and Development: Enabling systematic, unbiased comparison of new and existing prioritization approaches in genomics research.

Methodology:

Automated evaluation within a standardized assessment framework using declarative method specifications, a plugin system with containerized, technology-agnostic plugins, support for multiple input data formats, and customizable output preparation.