Oh, and one more thing: we also tried applying LigandMPNN to this problem, but the resulting enzymes showed substantially lower catalytic activity.
If you're curious about why, and what this teaches us about enzyme design, the details are in the preprint. 👇
www.biorxiv.org/content/10.6...
biorxiv.org
Multistate Enzyme Design Enables Efficient and Stereoselective Multistep Catalysis
Enzymes catalyze multistep reactions by stabilizing successive transition states within well organized, yet dynamic active sites. However, computational enzyme design typically targets a single transi...