1. Integrating the Impact of Lipophilicity on Potency and Pharmacokinetic Parameters Enables the Use of Diverse Chemical Space during Small Molecule Drug Optimization
- Author
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Harold B. Wood, Maria Madeira, Wayne M. Geissler, Conrad E. Raab, Randy R. Miller, and Iain Martin
- Subjects
Drug ,media_common.quotation_subject ,01 natural sciences ,Small Molecule Libraries ,03 medical and health sciences ,Pharmacokinetics ,In vivo ,Drug Discovery ,Potency ,Humans ,030304 developmental biology ,media_common ,0303 health sciences ,Drug discovery ,Chemistry ,Blood Proteins ,Small molecule ,Chemical space ,0104 chemical sciences ,010404 medicinal & biomolecular chemistry ,Pharmaceutical Preparations ,ROC Curve ,Area Under Curve ,Drug Design ,Lipophilicity ,Molecular Medicine ,Biological system ,Hydrophobic and Hydrophilic Interactions ,Half-Life ,Protein Binding - Abstract
Lipophilicity has a dominant effect on many parameters that determine unbound drug exposure as well as drug potency. Despite this, analysis of a large body of drug data indicates lipophilicity has no consistent directional impact on dose. This can be rationalized based on the interplay of the effects of lipophilicity on individual parameter values in pharmacokinetic equations. We believe this undermines the effectiveness of strategies that target specific ranges for drug parameters for which lipophilicity plays such a dominant role. As a result, our research organization no longer leverages the common approach of screening for low intrinsic clearance in vitro to target high unbound exposure in vivo. Instead, we advocate for approaches less biased to lipophilicity through optimization of key parameter ratios controlling dose. We believe this improves efficiency in drug discovery by enabling exploration of broad physicochemical space.
- Published
- 2020