Variant Score Ranker

Variant Score Ranker ranks missense variants by comparing their deleterious prediction scores to gene-specific benign population score ranges to prioritize pathogenic variants.

Key Features:

• Variant annotation: Annotates missense variants with deleterious prediction scores.
• Gene-specific population calibration: Derives calibrated benign score ranges for each gene from population variant data.
• Score comparison and ranking: Compares deleterious prediction scores of missense variants against gene-specific benign ranges and ranks variants accordingly.
• Pathogenicity prioritization: Integrates gene- and population-calibrated scoring to prioritize variants for pathogenicity assessment.

Scientific Applications:

• Epilepsy research: Prioritizes candidate missense variants in epilepsy studies using gene- and population-calibrated scores.
• Missense variant pathogenicity assessment: Improves classification and ranking of missense variants by contextualizing deleterious scores within gene-specific population ranges.
• Population-level variant prioritization: Enables gene-level ranking of variants across population data for research requiring population calibration.

Methodology:

Annotates missense variants, derives gene-specific benign score ranges from population variant data, compares deleterious prediction scores to these calibrated ranges, and ranks variants accordingly.