A new AI model called PARM can predict and design gene promoter activity from DNA sequence alone—opening the door to programmable gene expression for therapy and regenerative medicine.
DNA foundation models can now predict gene expression, identify regulatory elements, and classify variants from raw sequence alone. We review the major models—DNABERT-2, Nucleotide Transformer, Evo, and HyenaDNA—and what …
Before diving into AI, we need a clear map of what 'omics' actually covers. Each discipline studies a different layer of biological information, and AI readiness varies dramatically across them.
