Molecular subtypes of epilepsy associated with post-surgical seizure recurrence.
RNA
clustering
epilepsy surgery
resection
seizure freedom
Journal
Brain communications
ISSN: 2632-1297
Titre abrégé: Brain Commun
Pays: England
ID NLM: 101755125
Informations de publication
Date de publication:
2023
2023
Historique:
received:
09
01
2023
revised:
07
08
2023
accepted:
29
09
2023
medline:
26
10
2023
pubmed:
26
10
2023
entrez:
26
10
2023
Statut:
epublish
Résumé
Approximately 50% of individuals who undergo resective epilepsy surgery experience seizure recurrence. The heterogenous post-operative outcomes are not fully explained by clinical, imaging and electrophysiological variables. We hypothesized that molecular features may be useful in understanding surgical response, and that individuals with epilepsy can be classified into molecular subtypes that are associated with seizure freedom or recurrence after surgical resection. Pre-operative blood samples, brain tissue and post-operative seizure outcomes were collected from a cohort of 40 individuals with temporal lobe epilepsy, 23 of whom experienced post-operative seizure recurrence. Messenger RNA and microRNA extracted from the blood and tissue samples were sequenced. The messenger RNA and microRNA expression levels from the blood and brain were each subjected to a novel clustering approach combined with multiple logistic regression to separate individuals into genetic clusters that identify novel subtypes associated with post-operative seizure outcomes. We then compared the microRNAs and messenger RNAs from patient blood and brain tissue that were significantly associated with each subtype to identify signatures that are similarly over- or under-represented for an outcome and more likely to represent endophenotypes with common molecular aetiology. These target microRNAs and messenger RNAs were further characterized by pathway analysis to assess their functional role in epilepsy. Using blood-derived microRNA and messenger RNA expression levels, we identified two subtypes of epilepsy that were significantly associated with seizure recurrence (clusters A1 and B4) (adjusted
Identifiants
pubmed: 37881482
doi: 10.1093/braincomms/fcad251
pii: fcad251
pmc: PMC10597540
doi:
Types de publication
Journal Article
Langues
eng
Pagination
fcad251Informations de copyright
© The Author(s) 2023. Published by Oxford University Press on behalf of the Guarantors of Brain.
Déclaration de conflit d'intérêts
D.M.R. holds an equity stake in Clarified Precision Medicine, LLC., and has received research support from Novo Nordisk and consulting honoraria from Interpares Biomedicine and Pharmazaam, LLC. C.E. is the Sondra J. and Stephen R. Hardis Endowed Chair of Cancer Genomic Medicine at the Cleveland Clinic.
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