hERG potassium channels play an essential role in normal electrical activity of the heart, mediating the cardiac action potential of the heartbeat. Affecting their activity by xenobiotics can have life-threatening consequences. Accordingly, hERG is one of the most important off-targets of drug discovery. Optimisation to reduce the risk of inhibiting the hERG channels during discovery projects requires computational prediction in the early design throughout the pre-synthesis phase. The hERG channel inhibition capacity of a drug is measured by its hERG activity (Act). Experimentally, hERG activity is determined by different electrophysiological methods and measured as IC50 or Ki values. However, as with other physico-chemical properties (e.g. pKa), the negative logarithm of the measured activity (pActivity) is used in the literature: pActivity = -log10(Act) Besides quantitative hERG values it is also common to provide a two-class classification of compounds for hERG activity.
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