Synthetic BiologybioRxivPreprint
Directed evolution of compact synthetic promoters via AlphaGenome and genetic algorithms
The paper introduces VirEvo, a framework for designing compact tissue-specific promoters using genome foundation models and genetic algorithms, resulting in a 398 bp synthetic promoter with 77% of wild-type selectivity.
DOI 10.64898/2026.06.28.735069