The pharmaceutical industry is facing an ever increasing challenge to deliver safer and more effective medicines. Traditionally, drug discovery programs were driven solely by potency, regardless of the properties. As a result, the development of non-drug-like molecules was costly, had high risk and low success rate. To meet the challenges, the bar has been rising higher for drug candidates. They not only need to be active, but also drug-like to be advanced to clinical development. Drug-like properties, such as solubility, permeability, metabolic stability and transporter effects are of critical importance for the success of drug candidates. They affect oral bioavailability, metabolism, clearance, toxicity, as well as in vitro pharmacology. Insoluble and impermeable compounds can result in erroneous biological data and unreliable SAR in enzyme and cell-based assays. Rapid metabolism by enzymes and high efflux by transporters can lead to high clearance, short half-life, low systemic exposure and inadequate efficacy. Early property information helps teams make informed decisions and avoids wasting precious resources. Structure-property relationships are essential to guide structural modification to improve properties. High throughput ADME/TOX assays have been implemented and are being widely used to drive drug discovery projects in parallel with activity screening. Property design has become an integrated and inseparable part of the modern drug discovery paradigm. The approach has been proven to be a winning strategy.

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The solubility of a compound depends on its structure and solution conditions. Structure determines the lipophilicity, hydrogen bonding, molecular volume, crystal energy and ionizability, which determine solubility. Solution conditions are affected by pH, co-solvents, additives, ionic strength, time and temperature. Many drug discovery experiments are conducted under "kinetic" solubility conditions. In drug discovery, solubility has a major impact on bioassays, formulation for in vivo dosing, and intestinal absorption. A good goal for the solubility of drug discovery compounds is >60 ug/mL. Equilibrium solubility assays can be conducted in moderate throughput, by incubating excess solid with buffer and agitating for several days, prior to filtration and HPLC quantitation. Kinetic solubility assays are performed in high throughput with shorter incubation times and high throughput analyses using plate readers. The most frequently used of these are the nephelometric assay and direct UV assay, which begin by adding a small volume of DMSO stock solution of each test compound to buffer. In nephelometry, this solution is serially diluted across a microtitre plate and undissolved particles are detected via light scattering. In direct UV, undissolved particles are separated by filtration, after which the dissolved material is quantitated using UV absorption. Equilibrium solubility is useful for preformulation. Kinetic solubility is useful for rapid compound assessment, guiding optimization via structure modification, and diagnosing bioassays. It is often useful to customize solubility experiments using conditions that answer specific research questions of drug discovery teams, such as compound selection and vehicle development for pharmacology and PK studies.

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