Tag: sequence-to-function modelling

Articles

InstaDeep’s latest innovation, Nucleotide Transformer v3 (NTv3), is a single framework that unites these once-separate capabilities. NTv3 learns representations, predicts functional readouts, annotates genomes and designs new sequences across multiple species. By reasoning across one million nucleotides at single-base resolution, it gains access to the long-range regulatory logic that shapes genomic function, moving the field from simply reading genes to engineering them.

Modelling the Genome with NTv3

The genome is not a linear string of information, but a long-range, three-dimensional system in which regulatory signals act across large genomic distances to control gene expression. Interpreting this requires models that can connect nucleotide-level sequence to long-range regulation, cell-state–specific expression programmes, and the phenotypic consequences of genetic variation. Meeting this challenge demands single-nucleotide resolution,… Read more »