Decoding the Sequence Requirements for Translation Initiation
Bram M P Verhagen, David Liedtke, Lucía Barbadilla-Martínez, Carlos Alvarado, Valentyn Petrychenko, Michał I. Świrski, Micha Muller, Eivind Valen, Joseph Daniel Puglisi, Jeroen de Ridder, Niels Fischer, Marvin E. Tanenbaum
The paper defines an extended translation initiation sequence (eTIS) and shows that a deep-learning model trained on eTIS features accurately predicts translation initiation, revealing that the Kozak sequence is not optimal and identifying conserved nucleotides that enhance initiation efficiency.
bioRxiv · May 12, 2026 · PreprintMolecular Biology