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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

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dc.contributor.author강훈철-
dc.contributor.author고아라-
dc.date.accessioned2025-12-02T06:49:26Z-
dc.date.available2025-12-02T06:49:26Z-
dc.date.issued2025-06-
dc.identifier.issn0010-4825-
dc.identifier.urihttps://ir.ymlib.yonsei.ac.kr/handle/22282913/209360-
dc.description.abstractThis 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.-
dc.description.statementOfResponsibilityrestriction-
dc.languageEnglish-
dc.publisherElsevier-
dc.relation.isPartOfCOMPUTERS IN BIOLOGY AND MEDICINE-
dc.rightsCC BY-NC-ND 2.0 KR-
dc.subject.MESHAnticonvulsants* / chemistry-
dc.subject.MESHAnticonvulsants* / pharmacology-
dc.subject.MESHAnticonvulsants* / therapeutic use-
dc.subject.MESHChild-
dc.subject.MESHDrug Evaluation, Preclinical-
dc.subject.MESHEpilepsy* / drug therapy-
dc.subject.MESHEpilepsy* / genetics-
dc.subject.MESHEpilepsy* / metabolism-
dc.subject.MESHFemale-
dc.subject.MESHHumans-
dc.subject.MESHInduced Pluripotent Stem Cells / metabolism-
dc.subject.MESHMale-
dc.subject.MESHMutation*-
dc.subject.MESHNAV1.2 Voltage-Gated Sodium Channel* / genetics-
dc.subject.MESHNAV1.2 Voltage-Gated Sodium Channel* / metabolism-
dc.subject.MESHPrecision Medicine* / methods-
dc.titlePrecision medicine approach for in vitro modeling and computational screening of anti-epileptic drugs in pediatric epilepsy patients with SCN2A (R1629L) mutation-
dc.typeArticle-
dc.contributor.collegeCollege of Medicine (의과대학)-
dc.contributor.departmentDept. of Pediatrics (소아과학교실)-
dc.contributor.googleauthorJihun Kim-
dc.contributor.googleauthorBilal Shaker-
dc.contributor.googleauthorAra Ko-
dc.contributor.googleauthorSunggon Yoo-
dc.contributor.googleauthorDokyun Na-
dc.contributor.googleauthorHoon-Chul Kang-
dc.identifier.doi10.1016/j.compbiomed.2025.110100-
dc.contributor.localIdA00102-
dc.contributor.localIdA04507-
dc.relation.journalcodeJ00638-
dc.identifier.eissn1879-0534-
dc.identifier.pmid40198980-
dc.identifier.urlhttps://www.sciencedirect.com/science/article/pii/S0010482525004512-
dc.subject.keywordDrug discovery-
dc.subject.keywordEpilepsy-
dc.subject.keywordInduced pluripotent stem cells-
dc.subject.keywordPrecision medicine-
dc.subject.keywordSCN2A mutation-
dc.contributor.alternativeNameKang, Hoon Chul-
dc.contributor.affiliatedAuthor강훈철-
dc.contributor.affiliatedAuthor고아라-
dc.citation.volume191-
dc.citation.startPage110100-
dc.identifier.bibliographicCitationCOMPUTERS IN BIOLOGY AND MEDICINE, Vol.191 : 110100, 2025-06-
Appears in Collections:
1. College of Medicine (의과대학) > Dept. of Pediatrics (소아과학교실) > 1. Journal Papers

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