Graham McVicker

@grahammcvicker.bsky.social

Associate Professor at the Salk Institute

Can DNA sequence models predict mutations affecting human traits? We introduce TraitGym, a curated benchmark of causal regulatory variants for 113 Mendelian & 83 complex traits, and evaluate functional genomics and DNA language models. Joint work w/ Gökcen Eraslan and @yun-s-song.bsky.social 🧵👇

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bioRxiv Genetics@biorxiv-genetic.bsky.social · last yr.

Benchmarking DNA Sequence Models for Causal Regulatory Variant Prediction in Human Genetics https://www.biorxiv.org/content/10.1101/2025.02.11.637758v1

Excited to share our first foray into (noncoding) rare variant association testing: a probabilistic model that learns functional annotation importance and finds associations missed by existing methods. Anjali did a fantastic job with model assessment and scaling! www.medrxiv.org/content/10.1...

Leveraging functional annotations to map rare variants associated with Alzheimer's disease with gruyere

The increasing availability of whole-genome sequencing (WGS) has begun to elucidate the contribution of rare variants (RVs), both coding and non-coding, to complex disease. Multiple RV association tes...

medrxiv.org