PMID- 24293134 OWN - NLM STAT- MEDLINE DCOM- 20140819 LR - 20240330 IS - 1573-4951 (Electronic) IS - 0920-654X (Print) IS - 0920-654X (Linking) VI - 27 IP - 12 DP - 2013 Dec TI - Development of purely structure-based pharmacophores for the topoisomerase I-DNA-ligand binding pocket. PG - 1037-49 LID - 10.1007/s10822-013-9695-x [doi] AB - Purely structure-based pharmacophores (SBPs) are an alternative method to ligand-based approaches and have the advantage of describing the entire interaction capability of a binding pocket. Here, we present the development of SBPs for topoisomerase I, an anticancer target with an unusual ligand binding pocket consisting of protein and DNA atoms. Different approaches to cluster and select pharmacophore features are investigated, including hierarchical clustering and energy calculations. In addition, the performance of SBPs is evaluated retrospectively and compared to the performance of ligand- and complex-based pharmacophores. SBPs emerge as a valid method in virtual screening and a complementary approach to ligand-focussed methods. The study further reveals that the choice of pharmacophore feature clustering and selection methods has a large impact on the virtual screening hit lists. A prospective application of the SBPs in virtual screening reveals that they can be used successfully to identify novel topoisomerase inhibitors. FAU - Drwal, Malgorzata N AU - Drwal MN AD - Department of Pharmacology, School of Medical Sciences, University of New South Wales, Sydney, NSW, 2052, Australia. FAU - Agama, Keli AU - Agama K FAU - Pommier, Yves AU - Pommier Y FAU - Griffith, Renate AU - Griffith R LA - eng GR - Z01 BC007333/Intramural NIH HHS/United States PT - Journal Article PT - Research Support, N.I.H., Intramural PT - Research Support, Non-U.S. Gov't DEP - 20131201 PL - Netherlands TA - J Comput Aided Mol Des JT - Journal of computer-aided molecular design JID - 8710425 RN - 0 (Enzyme Inhibitors) RN - 0 (Ligands) RN - 9007-49-2 (DNA) RN - EC 5.99.1.2 (DNA Topoisomerases, Type I) RN - EC 5.99.1.2 (TOP1 protein, human) SB - IM MH - DNA/chemistry/*metabolism MH - DNA Topoisomerases, Type I/*chemistry/*metabolism MH - *Drug Design MH - *Drug Discovery MH - Drug Evaluation, Preclinical MH - Enzyme Inhibitors/*chemistry/pharmacology MH - *High-Throughput Screening Assays MH - Humans MH - Ligands MH - Models, Molecular MH - Protein Binding MH - Protein Conformation PMC - PMC7578780 MID - NIHMS1633089 EDAT- 2013/12/03 06:00 MHDA- 2014/08/20 06:00 PMCR- 2020/10/22 CRDT- 2013/12/03 06:00 PHST- 2013/09/11 00:00 [received] PHST- 2013/11/26 00:00 [accepted] PHST- 2013/12/03 06:00 [entrez] PHST- 2013/12/03 06:00 [pubmed] PHST- 2014/08/20 06:00 [medline] PHST- 2020/10/22 00:00 [pmc-release] AID - 10.1007/s10822-013-9695-x [doi] PST - ppublish SO - J Comput Aided Mol Des. 2013 Dec;27(12):1037-49. doi: 10.1007/s10822-013-9695-x. Epub 2013 Dec 1.