Knowledge Enhanced Representation Learning for Drug Discovery
Thanh Lam Hoang, Marco Luca Sbodio, et al.
AAAI 2024
The enzyme herpes simplex virus type 1 thymidine kinase (HSV1 TK) salvages thymidine into the DNA metabolism of the virus. In the active site, the thymine ring of the nucleoside binds in a pocket, formed by two residues, Tyr-172 and Met-128, in a sandwich-type orientation. To investigate the nature of the thymine-enzyme pocket interactions, we have carried out density functional theory calculations with gradient-corrected exchange-correlation functionals of models of the thymine-HSV1 TK adduct. Our calculations indicate that the role of Met-128 in the substrate fixation is purely steric and hydrophobic, while the substrate-Tyr-172 interaction is essentially electrostatic in nature. These findings are completely consistent with the available catalytic properties of mutants on the 128 position.
Thanh Lam Hoang, Marco Luca Sbodio, et al.
AAAI 2024
Thomas Zimmerman, Vito P. Pastore, et al.
arXiv
Yuxuan Hu, Viatcheslav Gurev, et al.
Heart Rhythm
Nikos Darzentas, Isidore Rigoutsos, et al.
Proteins: Structure, Function and Genetics