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Updated: Jan 9, 2026

A Fast and Quantitative Method for Post-translational Modification and Variant Enabled Mapping of Peptides to Genomes
Published on: May 22, 2018
AlphaGenome, a Swiss-army knife for exploring non-coding DNA
Judit García-González1, Krzysztof Gogolewski2
1Genomics Preprint Club, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Genomics and Genetic Sciences, Icahn School of Medicine, Mount Sinai, NY, USA.
Abstract:
AlphaGenome, recently announced in a preprint by Avsec et al., is Google DeepMind's powerful 'Swiss army knife' for predicting molecular effects from non-coding DNA. Remarkably, it does so with base-pair resolution while maintaining long-range context. Here, we discuss AlphaGenome's promise and limitations in prioritizing and functionally interpreting non-coding variants underlying human traits and diseases.
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