Generation of a Small Library of Natural Products Designed to Cover Chemical Space Inexpensively
Author(s) -
Steve O’Hagan,
Douglas B. Kell
Publication year - 2019
Publication title -
pharmaceutical frontiers
Language(s) - English
DOI - 10.20900/pf20190005
Subject(s) - chemical space , space (punctuation) , computer science , testbed , cluster analysis , cluster (spacecraft) , natural (archaeology) , simple (philosophy) , drug discovery , data science , representativeness heuristic , biochemical engineering , world wide web , bioinformatics , biology , engineering , artificial intelligence , mathematics , computer network , paleontology , philosophy , epistemology , operating system , statistics
Natural products space includes at least 200,000 compounds and the structures of most of these compounds are available in digital format. Previous analyses showed (i) that although they were capable of taking up synthetic pharmaceutical drugs, such exogenous molecules were likely the chief ‘natural’ substrates in the evolution of the transporters used to gain cellular entry by pharmaceutical drugs, and (ii) that a relatively simple but rapid clustering algorithm could produce clusters from which individual elements might serve to form a representative library covering natural products space. This exploited the fact that the larger clusters were likely to be formed early in evolution (and hence to have been accompanied by suitable transporters), so that very small clusters, including singletons, could be ignored. In the latter work, we assumed that the molecule chosen might be that in the middle of the cluster. However, this ignored two other criteria, namely the commercial availability and the financial cost of the individual elements of these clusters. We here develop a small representative library in which we to seek to satisfy the somewhat competing criteria of coverage (‘representativeness’), availability and cost. It is intended that the library chosen might serve as a testbed of molecules that may or may not be substrates for known or orphan drug transporters. A supplementary spreadsheet provides details, and their availability via a particular supplier.
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