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Genetic and molecular features of seizure-freedom following surgical resections for focal epilepsy: A pilot study
OBJECTIVE: Seizure outcomes after brain surgery for drug-resistant epilepsy (DRE) are very heterogeneous and difficult to predict with models utilizing the current clinical, imaging, and electrophysiological variables. In this pilot study, we investigated whether genetic and molecular biomarkers (e....
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9524264/ https://www.ncbi.nlm.nih.gov/pubmed/36188379 http://dx.doi.org/10.3389/fneur.2022.942643 |
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author | Louis, Shreya Busch, Robyn M. Lal, Dennis Hockings, Jennifer Hogue, Olivia Morita-Sherman, Marcia Vegh, Deborah Najm, Imad Ghosh, Chaitali Bazeley, Peter Eng, Charis Jehi, Lara Rotroff, Daniel M. |
author_facet | Louis, Shreya Busch, Robyn M. Lal, Dennis Hockings, Jennifer Hogue, Olivia Morita-Sherman, Marcia Vegh, Deborah Najm, Imad Ghosh, Chaitali Bazeley, Peter Eng, Charis Jehi, Lara Rotroff, Daniel M. |
author_sort | Louis, Shreya |
collection | PubMed |
description | OBJECTIVE: Seizure outcomes after brain surgery for drug-resistant epilepsy (DRE) are very heterogeneous and difficult to predict with models utilizing the current clinical, imaging, and electrophysiological variables. In this pilot study, we investigated whether genetic and molecular biomarkers (e.g., genomic, transcriptomic) can provide additional insight into differential response to surgery. METHODS: Post-operative seizure-outcomes were collected at last follow-up (>6 months) for 201 adult patients with DRE who underwent surgery between 2004 and 2020. Resected tissue was sent for miRNA sequencing (n = 132) and mRNA sequencing (n = 135). Following the selection of 10 genes (SCN1A, NBEA, PTEN, GABRA1, LGL1, DEPDC5, IL1A, ABCB1, C3, CALHM1), we investigated SNPs in those 10 genes from previously acquired exome sequencing data (n = 106). Logistic regression was performed to test for associations between individual features (mRNAs, miRNAs, and SNPs) and post-operative seizure-outcome with an exploratory FDR P < 0.25 as the threshold for significance. Post-operative time-to-seizure analyses were performed for each SNP using a Cox proportional hazards model. RESULTS: The majority of patients (83%) had temporal lobe epilepsy. Mean age at surgery was 38.3 years, and 56% were female. Three SNPs (rs10276036, rs11975994, rs1128503) in multi-drug resistance gene, ABCB1, were associated with post-operative seizure outcomes. Patients with alternate alleles in ABCB1 were more likely to be seizure-free at last follow-up (52–56% reduction in seizure recurrence; FDR P = 0.24). All three SNPs were in linkage disequilibrium and highly correlated with each other. Median post-operative time-to-seizure was 63 months for patients with 2 alternate alleles, 24–33 months with 1 alternate allele, and 10–11 months with 0 alternate alleles. These SNPs improved outcome prediction beyond MRI and sex alone. No independent miRNAs or mRNAs were significantly associated with seizure-outcome (P > 0.05). However, pathway analysis identified “cancer drug resistance by drug efflux” (mir-154 and mir-379) as enriched (P = 0.02), supporting the role of drug response genes in post-operative seizure recurrence. SIGNIFICANCE: ABCB1 may have a role in epileptogenesis and surgery outcomes independent of its drug efflux activity necessitating further investigation. SNPs in ABCB1 may serve as independent predictors of post-operative outcome. |
format | Online Article Text |
id | pubmed-9524264 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95242642022-10-01 Genetic and molecular features of seizure-freedom following surgical resections for focal epilepsy: A pilot study Louis, Shreya Busch, Robyn M. Lal, Dennis Hockings, Jennifer Hogue, Olivia Morita-Sherman, Marcia Vegh, Deborah Najm, Imad Ghosh, Chaitali Bazeley, Peter Eng, Charis Jehi, Lara Rotroff, Daniel M. Front Neurol Neurology OBJECTIVE: Seizure outcomes after brain surgery for drug-resistant epilepsy (DRE) are very heterogeneous and difficult to predict with models utilizing the current clinical, imaging, and electrophysiological variables. In this pilot study, we investigated whether genetic and molecular biomarkers (e.g., genomic, transcriptomic) can provide additional insight into differential response to surgery. METHODS: Post-operative seizure-outcomes were collected at last follow-up (>6 months) for 201 adult patients with DRE who underwent surgery between 2004 and 2020. Resected tissue was sent for miRNA sequencing (n = 132) and mRNA sequencing (n = 135). Following the selection of 10 genes (SCN1A, NBEA, PTEN, GABRA1, LGL1, DEPDC5, IL1A, ABCB1, C3, CALHM1), we investigated SNPs in those 10 genes from previously acquired exome sequencing data (n = 106). Logistic regression was performed to test for associations between individual features (mRNAs, miRNAs, and SNPs) and post-operative seizure-outcome with an exploratory FDR P < 0.25 as the threshold for significance. Post-operative time-to-seizure analyses were performed for each SNP using a Cox proportional hazards model. RESULTS: The majority of patients (83%) had temporal lobe epilepsy. Mean age at surgery was 38.3 years, and 56% were female. Three SNPs (rs10276036, rs11975994, rs1128503) in multi-drug resistance gene, ABCB1, were associated with post-operative seizure outcomes. Patients with alternate alleles in ABCB1 were more likely to be seizure-free at last follow-up (52–56% reduction in seizure recurrence; FDR P = 0.24). All three SNPs were in linkage disequilibrium and highly correlated with each other. Median post-operative time-to-seizure was 63 months for patients with 2 alternate alleles, 24–33 months with 1 alternate allele, and 10–11 months with 0 alternate alleles. These SNPs improved outcome prediction beyond MRI and sex alone. No independent miRNAs or mRNAs were significantly associated with seizure-outcome (P > 0.05). However, pathway analysis identified “cancer drug resistance by drug efflux” (mir-154 and mir-379) as enriched (P = 0.02), supporting the role of drug response genes in post-operative seizure recurrence. SIGNIFICANCE: ABCB1 may have a role in epileptogenesis and surgery outcomes independent of its drug efflux activity necessitating further investigation. SNPs in ABCB1 may serve as independent predictors of post-operative outcome. Frontiers Media S.A. 2022-09-16 /pmc/articles/PMC9524264/ /pubmed/36188379 http://dx.doi.org/10.3389/fneur.2022.942643 Text en Copyright © 2022 Louis, Busch, Lal, Hockings, Hogue, Morita-Sherman, Vegh, Najm, Ghosh, Bazeley, Eng, Jehi and Rotroff. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neurology Louis, Shreya Busch, Robyn M. Lal, Dennis Hockings, Jennifer Hogue, Olivia Morita-Sherman, Marcia Vegh, Deborah Najm, Imad Ghosh, Chaitali Bazeley, Peter Eng, Charis Jehi, Lara Rotroff, Daniel M. Genetic and molecular features of seizure-freedom following surgical resections for focal epilepsy: A pilot study |
title | Genetic and molecular features of seizure-freedom following surgical resections for focal epilepsy: A pilot study |
title_full | Genetic and molecular features of seizure-freedom following surgical resections for focal epilepsy: A pilot study |
title_fullStr | Genetic and molecular features of seizure-freedom following surgical resections for focal epilepsy: A pilot study |
title_full_unstemmed | Genetic and molecular features of seizure-freedom following surgical resections for focal epilepsy: A pilot study |
title_short | Genetic and molecular features of seizure-freedom following surgical resections for focal epilepsy: A pilot study |
title_sort | genetic and molecular features of seizure-freedom following surgical resections for focal epilepsy: a pilot study |
topic | Neurology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9524264/ https://www.ncbi.nlm.nih.gov/pubmed/36188379 http://dx.doi.org/10.3389/fneur.2022.942643 |
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