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Computer Prediction of pK a Values in Small Molecules and Proteins.

Claudio D NavoGonzalo Jiménez-Osés
Published in: ACS medicinal chemistry letters (2021)
Accurately determining the acid dissociation constants (K a or their logarithmic form, pK a) of small molecules and large biomolecules has proven to be pivotal for the study different biological processes and developing new drugs. This Viewpoint summarizes some of the most common methodologies and recent advances described for pK a prediction using computational techniques when experimental values are not easily accessible such as in proteins and/or for the screening of large libraries of new compounds.
Keyphrases
  • deep learning
  • machine learning