Harry J Clifford, Sonja Fenske, Jonathan Horsley, Callum Simpson, Nathan Evans, Yujiang Wang, Tiago da Silva Costa, Rhys H Thomas, Sabahat Iqbal, Cameron A Elliott, John S Duncan, Peter N Taylor
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Using hippocampal morphometrics, we extracted the volumes of four hippocampal regions from T1w MRI across three groups; VNS responders ( <math> <semantics><mrow><mi>n</mi> <mo>=</mo> <mn>42</mn></mrow> <annotation>$$ n=42 $$</annotation></semantics> </math> ), non-responders ( <math> <semantics><mrow><mi>n</mi> <mo>=</mo> <mn>50</mn></mrow> <annotation>$$ n=50 $$</annotation></semantics> </math> ), and healthy controls ( <math> <semantics><mrow><mi>n</mi> <mo>=</mo> <mn>100</mn></mrow> <annotation>$$ n=100 $$</annotation></semantics> </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 <math> <semantics><mrow><mo>≥</mo> <mn>50</mn> <mo>%</mo></mrow> <annotation>$$ \\ge 50\\% $$</annotation></semantics> </math> seizure reduction 2 years post-implantation. Hippocampal morphometrics were significantly more abnormal in non-responders than responders ( <math> <semantics><mrow><mi>p</mi> <mo>=</mo> <mn>.005</mn> <mo>,</mo> <mtext>biserial</mtext> <mspace></mspace> <mi>r</mi> <mo>=</mo> <mn>.32</mn></mrow> <annotation>$$ p=.005,\\mathrm{biserial}\\ r=.32 $$</annotation></semantics> </math> ) using the multivariate Mahalanobis distance. Univariate approaches did not differ significantly between responders and non-responders ( <math> <semantics><mrow><mi>p</mi> <mo>></mo> <mn>.05</mn></mrow> <annotation>$$ p>.05 $$</annotation></semantics> </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. 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We then compared traditional univariate measures to the Mahalanobis distance. Response to VNS was defined as having a <math> <semantics><mrow><mo>≥</mo> <mn>50</mn> <mo>%</mo></mrow> <annotation>$$ \\\\ge 50\\\\% $$</annotation></semantics> </math> seizure reduction 2 years post-implantation. Hippocampal morphometrics were significantly more abnormal in non-responders than responders ( <math> <semantics><mrow><mi>p</mi> <mo>=</mo> <mn>.005</mn> <mo>,</mo> <mtext>biserial</mtext> <mspace></mspace> <mi>r</mi> <mo>=</mo> <mn>.32</mn></mrow> <annotation>$$ p=.005,\\\\mathrm{biserial}\\\\ r=.32 $$</annotation></semantics> </math> ) using the multivariate Mahalanobis distance. Univariate approaches did not differ significantly between responders and non-responders ( <math> <semantics><mrow><mi>p</mi> <mo>></mo> <mn>.05</mn></mrow> <annotation>$$ p>.05 $$</annotation></semantics> </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. 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引用次数: 0
摘要
迷走神经刺激(VNS)可以减少部分(但不是全部)癫痫患者发作的频率和严重程度。海马与VNS反应有关,但尚未使用t1加权(T1w)磁共振成像(MRI)对其结构进行研究。在这项研究中,我们假设VNS无反应者的海马异常更大。利用海马形态计量学,我们从三组的T1w MRI中提取了四个海马区域的体积;VNS应答者(n = 42 $$ n=42 $$)、无应答者(n = 50 $$ n=50 $$)和健康对照者(n = 100 $$ n=100 $$)。我们首先使用来自所有四个海马区域的z分数来计算多元马氏距离,以测量相对于对照组的异常。然后,我们将传统的单变量测量与马氏距离进行了比较。对VNS的反应定义为≥50 % $$ \ge 50\% $$ seizure reduction 2 years post-implantation. Hippocampal morphometrics were significantly more abnormal in non-responders than responders ( p = .005 , biserial r = .32 $$ p=.005,\mathrm{biserial}\ r=.32 $$ ) using the multivariate Mahalanobis distance. Univariate approaches did not differ significantly between responders and non-responders ( p > .05 $$ p>.05 $$ ). 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.
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 ( ), non-responders ( ), and healthy controls ( ). 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 seizure reduction 2 years post-implantation. Hippocampal morphometrics were significantly more abnormal in non-responders than responders ( ) using the multivariate Mahalanobis distance. Univariate approaches did not differ significantly between responders and non-responders ( ). 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.
期刊介绍:
Epilepsia is the leading, authoritative source for innovative clinical and basic science research for all aspects of epilepsy and seizures. In addition, Epilepsia publishes critical reviews, opinion pieces, and guidelines that foster understanding and aim to improve the diagnosis and treatment of people with seizures and epilepsy.