Conceptual
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Variant Effect Prediction with Genomic Foundation Models

Scoring how much a model's likelihood changes when a base is substituted gives a zero-shot estimate of that variant's functional impact. This finally attacks the noncoding variants that conservation and coding-centric predictors leave unclassified.

Questions this Concept answers

  • Explain why noncoding variants have historically been much harder to interpret than coding ones.