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In vitro human ion channel assays predictive of drug-induced seizure
Jennifer D Cohen1, Dahea You1, Ashok K Sharma1
1Drug Safety Research & Evaluation, Takeda Development Center Americas, Inc, San Diego, CA 92121-1964, United States.
Abstract:
Seizure is among the most severe FDA black box warnings of neurotoxicity reported on drug labels. Gaining a better mechanistic understanding of off-targets causative of seizure will improve the identification of potential seizure risks preclinically. In the present study, we evaluated an in vitro panel of 9 investigational (Cav2.1, Cav3.2, GlyRA1, AMPA, HCN1, Kv1.1, Kv7.2/7.3, NaV1.1, Nav1.2) and 2 standard (GABA-A, NMDA) ion channel targets with strong correlative links to seizure, using automated electrophysiology. Each target was assessed with a library of 34 preclinical compounds and 10 approved drugs with known effects of convulsion in vivo and/or in patients. Cav2.1 had the highest frequency of positive hits, 20 compounds with an EC30 or IC30 ≤ 30 µM, and the highest importance score relative to the 11 targets. An additional 35 approved drugs, with categorized low to frequent seizure risk in patients, were evaluated in the Cav2.1 assay. The Cav2.1 assay predicted preclinical compounds to cause convulsion in nonclinical species with a sensitivity of 52% and specificity of 78%, and approved drugs to cause seizure in nonclinical species or in patients with a sensitivity of 48% or 54% and specificity of 71% or 78%, respectively. The integrated panel of 11 ion channel targets predicted preclinical compounds to cause convulsion in nonclinical species with a sensitivity of 68%, specificity of 56%, and accuracy of 65%. This study highlights the utility of expanding the in vitro panel of targets evaluated for seizurogenic activity, in order to reduce compound attrition early on in drug discovery.
Insights
This study reveals that evaluating multiple ion channel targets, particularly Cav2.1, improves the prediction of drug-induced seizures. Expanding in vitro testing aids early identification of seizure risks in drug discovery.
Area of Science:
- Neuroscience
- Pharmacology
- Drug Discovery
Background:
- Seizures represent a critical FDA black box warning for neurotoxicity.
- Understanding the mechanisms of seizure-inducing off-targets is crucial for preclinical risk identification.
Purpose of the Study:
- To evaluate an in vitro panel of 11 ion channel targets for seizure-inducing activity.
- To assess the predictive capability of these targets for preclinical and approved drugs.
Main Methods:
- Automated electrophysiology was used to test 34 preclinical compounds and 10 approved drugs across 9 investigational and 2 standard ion channel targets.
- Cav2.1 was identified as a key target, with subsequent testing of 35 additional approved drugs.
Main Results:
- Cav2.1 showed the highest frequency of hits (20 compounds with EC30/IC30 ≤ 30 µM).
- The Cav2.1 assay demonstrated moderate predictive value for preclinical compounds (52% sensitivity, 78% specificity) and approved drugs (48-54% sensitivity, 71-78% specificity).
- An integrated 11-target panel achieved 68% sensitivity and 56% specificity for predicting preclinical compound-induced convulsions.
Conclusions:
- Expanding the in vitro panel of ion channel targets enhances the prediction of seizurogenic potential.
- This approach can reduce compound attrition in early drug discovery by identifying seizure risks sooner.
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