Titel
A structure–kinetic relationship study using matched molecular pair analysis
Autor*in
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Abstract
The lifetime of a binary drug–target complex is increasingly acknowledged as an important parameter for drug efficacy and safety. With a better understanding of binding kinetics and better knowledge about kinetic parameter optimization, intentionally induced prolongation of the drug–target residence time through structural changes of the ligand could become feasible. In this study we assembled datasets from 21 publications and the K4DD (Kinetic for Drug Discovery) database to conduct large scale data analysis. This resulted in 3812 small molecules annotated to 78 different targets from five protein classes (GPCRs: 273, kinases: 3238, other enzymes: 240, HSPs: 160, ion channels: 45). Performing matched molecular pair (MMP) analysis to further investigate the structure–kinetic relationship (SKR) in this data collection allowed us to identify a fundamental contribution of a ligand's polarity to its association rate, and in selected cases, also to its dissociation rate. However, we furthermore observed that the destabilization of the transition state introduced by increased polarity is often accompanied by simultaneous destabilization of the ground state resulting in an unaffected or even worsened residence time. Supported by a set of case studies, we provide concepts on how to alter ligands in ways to trigger on-rates, off-rates, or both.
Objekt-Typ
Sprache
Englisch [eng]
Persistent identifier
Erschienen in
Titel
RSC Medicinal Chemistry
Band
11
Ausgabe
11
ISSN
2632-8682
Erscheinungsdatum
2020
Seitenanfang
1285
Seitenende
1294
Publication
Royal Society of Chemistry (RSC)
Erscheinungsdatum
2020
Zugänglichkeit
Rechte
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