Comprehensive information on enzyme catalytic rates is essential to understand the metabolism of cells, but only a small fraction has been determined experimentally. Now, a deep learning model is developed to predict kcat values of metabolic enzymes on a large scale using substrate SMILES and protein sequence information.
- Feiran Li
- Le Yuan
- Jens Nielsen