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Predicting thorough QT safety profile using hERG IC10 versus IC50
Andrew G Edwards1, William J Crumb2
1Computational Physiology Department, Simula Research Laboratory, Oslo, Norway.
Abstract:
The human ether-à-go-go-related gene (hERG) K+ channel is the principal off-target mediator of drug-induced QT prolongation, and hERG IC50 remains the only required in vitro cardiac safety assay. However, clinically relevant QT prolongation (ΔΔQTc ≥10 ms) typically occurs at much lower hERG inhibition (5-20%), and requires that IC50 be transformed into a safety margin to assess risk at therapeutic exposures. Thus, we examined the relationship between hERG inhibition and clinical ΔΔQTc to determine whether inhibition metrics closer to clinical concentrations improve prediction. Across 44 drug/dose pairs, 13.1% hERG inhibition corresponded to mean 10-ms ΔΔQTc, while 10.1% inhibition elicited 10-ms ΔΔQTc at the upper confidence interval (UCI). As a predictor, raw IC10 demonstrated comparable sensitivity (mean ΔΔQTc: 95.5% vs. 100%; UCI: 85.7% vs. 92.9%) and specificity (mean: 77.3% vs. 76.2%; UCI: 87.5% vs. 53.3%) to FDA safety margins calculated from IC50. Logistic regression using IC10 improved discrimination of ΔΔQTc UCI ≥ 10 ms over IC50 (AUC 0.95 vs. 0.90, p = 0.076). In contrast, performance for mean ΔΔQTc ≥10 ms was similar (AUC ∼0.96 for both). The improvement in ΔΔQTc UCI prediction by IC10 was explained by differences in Hill slope between drugs. Those with shallower Hill slope were more readily predicted unsafe by IC10 and those with steeper Hill slope were more readily predicted safe. These findings suggest that hERG IC10 provides a direct index of QT liability, which takes advantage of differences in Hill slope to improve prediction of ΔΔQTc liabilities near critical hERG inhibition of ∼10%.

