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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
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | 강훈철 | - |
| dc.contributor.author | 고아라 | - |
| dc.date.accessioned | 2025-12-02T06:49:26Z | - |
| dc.date.available | 2025-12-02T06:49:26Z | - |
| dc.date.issued | 2025-06 | - |
| dc.identifier.issn | 0010-4825 | - |
| dc.identifier.uri | https://ir.ymlib.yonsei.ac.kr/handle/22282913/209360 | - |
| dc.description.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. | - |
| dc.description.statementOfResponsibility | restriction | - |
| dc.language | English | - |
| dc.publisher | Elsevier | - |
| dc.relation.isPartOf | COMPUTERS IN BIOLOGY AND MEDICINE | - |
| dc.rights | CC BY-NC-ND 2.0 KR | - |
| dc.subject.MESH | Anticonvulsants* / chemistry | - |
| dc.subject.MESH | Anticonvulsants* / pharmacology | - |
| dc.subject.MESH | Anticonvulsants* / therapeutic use | - |
| dc.subject.MESH | Child | - |
| dc.subject.MESH | Drug Evaluation, Preclinical | - |
| dc.subject.MESH | Epilepsy* / drug therapy | - |
| dc.subject.MESH | Epilepsy* / genetics | - |
| dc.subject.MESH | Epilepsy* / metabolism | - |
| dc.subject.MESH | Female | - |
| dc.subject.MESH | Humans | - |
| dc.subject.MESH | Induced Pluripotent Stem Cells / metabolism | - |
| dc.subject.MESH | Male | - |
| dc.subject.MESH | Mutation* | - |
| dc.subject.MESH | NAV1.2 Voltage-Gated Sodium Channel* / genetics | - |
| dc.subject.MESH | NAV1.2 Voltage-Gated Sodium Channel* / metabolism | - |
| dc.subject.MESH | Precision Medicine* / methods | - |
| dc.title | Precision medicine approach for in vitro modeling and computational screening of anti-epileptic drugs in pediatric epilepsy patients with SCN2A (R1629L) mutation | - |
| dc.type | Article | - |
| dc.contributor.college | College of Medicine (의과대학) | - |
| dc.contributor.department | Dept. of Pediatrics (소아과학교실) | - |
| dc.contributor.googleauthor | Jihun Kim | - |
| dc.contributor.googleauthor | Bilal Shaker | - |
| dc.contributor.googleauthor | Ara Ko | - |
| dc.contributor.googleauthor | Sunggon Yoo | - |
| dc.contributor.googleauthor | Dokyun Na | - |
| dc.contributor.googleauthor | Hoon-Chul Kang | - |
| dc.identifier.doi | 10.1016/j.compbiomed.2025.110100 | - |
| dc.contributor.localId | A00102 | - |
| dc.contributor.localId | A04507 | - |
| dc.relation.journalcode | J00638 | - |
| dc.identifier.eissn | 1879-0534 | - |
| dc.identifier.pmid | 40198980 | - |
| dc.identifier.url | https://www.sciencedirect.com/science/article/pii/S0010482525004512 | - |
| dc.subject.keyword | Drug discovery | - |
| dc.subject.keyword | Epilepsy | - |
| dc.subject.keyword | Induced pluripotent stem cells | - |
| dc.subject.keyword | Precision medicine | - |
| dc.subject.keyword | SCN2A mutation | - |
| dc.contributor.alternativeName | Kang, Hoon Chul | - |
| dc.contributor.affiliatedAuthor | 강훈철 | - |
| dc.contributor.affiliatedAuthor | 고아라 | - |
| dc.citation.volume | 191 | - |
| dc.citation.startPage | 110100 | - |
| dc.identifier.bibliographicCitation | COMPUTERS IN BIOLOGY AND MEDICINE, Vol.191 : 110100, 2025-06 | - |
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