Hippocampal abnormality and response to vagus nerve stimulation in epilepsy

Vagus nerve stimulation (VNS) reduces seizure frequency and severity in some, but not all, individuals with epilepsy. The hippocampus has been implicated in VNS response, but is yet to be studied structurally using T1-weighted (T1w) magnetic resonance imaging (MRI). In this study we hypothesized greater hippocampal abnormality in VNS non-responders. Using hippocampal morphometrics, we extracted the volumes of four hippocampal regions from T1w MRI across three groups; VNS responders ( <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics><mml:mrow><mml:mi>n</mml:mi> <mml:mo>=</mml:mo> <mml:mn>42</mml:mn></mml:mrow> </mml:semantics> </mml:math> ), non-responders ( <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics><mml:mrow><mml:mi>n</mml:mi> <mml:mo>=</mml:mo> <mml:mn>50</mml:mn></mml:mrow> </mml:semantics> </mml:math> ), and healthy controls ( <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics><mml:mrow><mml:mi>n</mml:mi> <mml:mo>=</mml:mo> <mml:mn>100</mml:mn></mml:mrow> </mml:semantics> </mml:math> ). We first calculated the multivariate Mahalanobis distance using z-scores from all four hippocampal regions to measure abnormality relative to controls. We then compared traditional univariate measures to the Mahalanobis distance. Response to VNS was defined as having a <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics><mml:mrow><mml:mo>≥</mml:mo> <mml:mn>50</mml:mn> <mml:mo>%</mml:mo></mml:mrow> </mml:semantics> </mml:math> seizure reduction 2 years post-implantation. Hippocampal morphometrics were significantly more abnormal in non-responders than responders ( <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics><mml:mrow><mml:mi>p</mml:mi> <mml:mo>=</mml:mo> <mml:mn>.005</mml:mn> <mml:mo>,</mml:mo> <mml:mtext>biserial</mml:mtext> <mml:mspace></mml:mspace> <mml:mi>r</mml:mi> <mml:mo>=</mml:mo> <mml:mn>.32</mml:mn></mml:mrow> </mml:semantics> </mml:math> ) using the multivariate Mahalanobis distance. Univariate approaches did not differ significantly between responders and non-responders ( <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics><mml:mrow><mml:mi>p</mml:mi> <mml:mo>></mml:mo> <mml:mn>.05</mml:mn></mml:mrow> </mml:semantics> </mml:math> ). At the group level, non-responders to VNS had greater structural hippocampal abnormality when using the multivariate approach. Conversely, this effect was lost with the univariate analysis. This suggests that abnormality is likely present in different parts of the hippocampus in different individuals. Future studies should incorporate multivariate, and potentially multi-modal, information to better characterize the mechanisms of VNS response.

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Publication Details

Journal
Epilepsia
Published
2025-10-03
DOI
https://doi.org/10.1111/epi.18658
Primary Topic
Vagus Nerve Stimulation Research
Type
article
Field-Weighted Citation Impact
0.00

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article

Hippocampal abnormality and response to vagus nerve stimulation in epilepsy

John S. Duncan, Yujiang Wang, Jonathan Horsley, Peter N. Taylor et al.
Epilepsia
Vagus Nerve Stimulation Research
article

Hippocampal abnormality and response to vagus nerve stimulation in epilepsy

John S. Duncan, Yujiang Wang, Jonathan Horsley, Peter N. Taylor, Tiago Costa, Sabahat Iqbal, Rhys Huw Thomas, Sonja J. Fenske, Cameron Elliott, Nathan Evans, Harry J. Clifford, Callum Simpson
article en

Abstract

Vagus nerve stimulation (VNS) reduces seizure frequency and severity in some, but not all, individuals with epilepsy. The hippocampus has been implicated in VNS response, but is yet to be studied structurally using T1-weighted (T1w) magnetic resonance imaging (MRI). In this study we hypothesized greater hippocampal abnormality in VNS non-responders. Using hippocampal morphometrics, we extracted the volumes of four hippocampal regions from T1w MRI across three groups; VNS responders ( <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics><mml:mrow><mml:mi>n</mml:mi> <mml:mo>=</mml:mo> <mml:mn>42</mml:mn></mml:mrow> </mml:semantics> </mml:math> ), non-responders ( <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics><mml:mrow><mml:mi>n</mml:mi> <mml:mo>=</mml:mo> <mml:mn>50</mml:mn></mml:mrow> </mml:semantics> </mml:math> ), and healthy controls ( <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics><mml:mrow><mml:mi>n</mml:mi> <mml:mo>=</mml:mo> <mml:mn>100</mml:mn></mml:mrow> </mml:semantics> </mml:math> ). We first calculated the multivariate Mahalanobis distance using z-scores from all four hippocampal regions to measure abnormality relative to controls. We then compared traditional univariate measures to the Mahalanobis distance. Response to VNS was defined as having a <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics><mml:mrow><mml:mo>≥</mml:mo> <mml:mn>50</mml:mn> <mml:mo>%</mml:mo></mml:mrow> </mml:semantics> </mml:math> seizure reduction 2 years post-implantation. Hippocampal morphometrics were significantly more abnormal in non-responders than responders ( <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics><mml:mrow><mml:mi>p</mml:mi> <mml:mo>=</mml:mo> <mml:mn>.005</mml:mn> <mml:mo>,</mml:mo> <mml:mtext>biserial</mml:mtext> <mml:mspace></mml:mspace> <mml:mi>r</mml:mi> <mml:mo>=</mml:mo> <mml:mn>.32</mml:mn></mml:mrow> </mml:semantics> </mml:math> ) using the multivariate Mahalanobis distance. Univariate approaches did not differ significantly between responders and non-responders ( <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics><mml:mrow><mml:mi>p</mml:mi> <mml:mo>></mml:mo> <mml:mn>.05</mml:mn></mml:mrow> </mml:semantics> </mml:math> ). At the group level, non-responders to VNS had greater structural hippocampal abnormality when using the multivariate approach. Conversely, this effect was lost with the univariate analysis. This suggests that abnormality is likely present in different parts of the hippocampus in different individuals. Future studies should incorporate multivariate, and potentially multi-modal, information to better characterize the mechanisms of VNS response.

EpilepsiaVol. 66(12)
University of Alberta (CA), Cumbria Northumberland Tyne and Wear NHS Foundation Trust (GB), Royal Victoria Infirmary (GB), NIHR Newcastle Biomedical Research Centre (GB), National Hospital for Neurology and Neurosurgery (GB), University College London (GB), Imperial College London (GB), Newcastle University (GB)
UK Research and Innovation, National Institute for Health and Care Research, NIHR Newcastle Biomedical Research Centre
Openalex Percentile: Top 65%
Vagus Nerve Stimulation Research
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