Tautomer Standardization in Chemical Databases: Deriving Business Rules from Quantum Chemistry

Autor: Christopher M. Baker, Rob Carson, Matthew Brian Hotson, Jim Harrison, David Gravestock, Martin Pouliot, Konstantinos Papachristos, Alan John Dowling, Nathan J. Kidley
Rok vydání: 2020
Předmět:
Zdroj: Journal of chemical information and modeling. 60(8)
ISSN: 1549-960X
Popis: Databases of small, potentially bioactive molecules are ubiquitous across the industry and academia. Designed such that each unique compound should appear only once, the multiplicity of ways in which many compounds can be represented means that these databases require methods for standardizing the representation of chemistry. This is commonly achieved through the use of "Chemistry Business Rules", sets of predefined rules that describe the "house style" of the database in question. At Syngenta, the historical approach to the design of chemistry business rules has been to focus on consistency of representation, with chemical relevance given secondary consideration. In this work, we overturn that convention. Through the use of quantum chemistry calculations, we define a set of chemistry business rules for tautomer standardization that reproduces gas-phase energetic preferences. We go on to show that, compared to our historic approach, this method yields tautomers that are in better agreement with those observed experimentally in condensed phases and that are better suited for use in predictive models.
Databáze: OpenAIRE