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Precision medicine approach for in vitro modeling and computational screening of anti-epileptic drugs in pediatric epilepsy patients with SCN2A (R1629L) mutation

Authors
 Jihun Kim  ;  Bilal Shaker  ;  Ara Ko  ;  Sunggon Yoo  ;  Dokyun Na  ;  Hoon-Chul Kang 
Citation
 COMPUTERS IN BIOLOGY AND MEDICINE, Vol.191 : 110100, 2025-06 
Journal Title
COMPUTERS IN BIOLOGY AND MEDICINE
ISSN
 0010-4825 
Issue Date
2025-06
MeSH
Anticonvulsants* / chemistry ; Anticonvulsants* / pharmacology ; Anticonvulsants* / therapeutic use ; Child ; Drug Evaluation, Preclinical ; Epilepsy* / drug therapy ; Epilepsy* / genetics ; Epilepsy* / metabolism ; Female ; Humans ; Induced Pluripotent Stem Cells / metabolism ; Male ; Mutation* ; NAV1.2 Voltage-Gated Sodium Channel* / genetics ; NAV1.2 Voltage-Gated Sodium Channel* / metabolism ; Precision Medicine* / methods
Keywords
Drug discovery ; Epilepsy ; Induced pluripotent stem cells ; Precision medicine ; SCN2A mutation
Abstract
This study aimed to develop personalized anti-epileptic drugs for pediatric patients with an SCN2A (R1629L) mutation, which is unresponsive to conventional sodium channel blockers. The mutation was identified using genomic DNA sequencing, and patient-derived induced pluripotent stem cells (iPSCs) were differentiated into the neuronal network to mimic seizure activity. A total of 1.6 million compounds were screened using computational methods, identifying five candidates with high affinity to the mutant SCN2A protein, low potential toxicity, and high blood-brain barrier permeability. These compounds were pharmacologically evaluated using the patient-derived in vitro seizure model, which replicated the abnormal electrophysiological characteristics of epilepsy. Two of the five candidate compounds effectively modulated electrophysiological activities; moreover, these compounds were 100 times more potent than phenytoin. Therefore, this study demonstrates the feasibility of precision medicine in epilepsy treatment, emphasizing the benefits of patient-derived in vitro seizure models and computational drug screening. Additionally, this study highlights the potential of targeted therapeutic development for patients unresponsive to conventional therapies, showcasing a promising approach for personalized medical interventions in epilepsy.
Full Text
https://www.sciencedirect.com/science/article/pii/S0010482525004512
DOI
10.1016/j.compbiomed.2025.110100
Appears in Collections:
1. College of Medicine (의과대학) > Dept. of Pediatrics (소아과학교실) > 1. Journal Papers
Yonsei Authors
Kang, Hoon Chul(강훈철) ORCID logo https://orcid.org/0000-0002-3659-8847
Ko, A Ra(고아라)
URI
https://ir.ymlib.yonsei.ac.kr/handle/22282913/209360
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