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. 2017 May 26;158(1):213–226. doi: 10.1093/toxsci/kfx082

Table 4.

Effects on iPSC CM Beating Versus Compounds Inactive at All Three Sentinel Kinases for the Training and Testing Sets

Full Compound Set
Negative at All Three Sentinel Kinases
Functional CM Effect: % No Effect % ↓ BR % No Effect % ↓ BR
Predicted (training set) 69.4 30.7 96.7 3.4
Observed (testing set) 86.6 13.4 96.4 3.6

Using inactivity at RPS6KB1, FAK, and STK35 as a classifier, 3.6% of compounds observed versus the 3.4% predicted by recursive partitioning analysis of the training set decreased CM beat rate.