Dong Ah Lee, Junghae Ko, Sung-Tae Kim, Ho-Joon Lee, Kang Min Park
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We assessed structural connectivity in patients with TLE and HS and healthy controls by calculating network measures using graph theory and evaluated glymphatic system function using the diffusion tensor image analysis along the perivascular space (DTI-ALPS) index. Patients with TLE and HS were categorized into two groups: ASM poor and good responders.</p>\n </section>\n \n <section>\n \n <h3> Results</h3>\n \n <p>We enrolled 55 patients with TLE and HS and 53 healthy controls. Of the 55 patients with TLE and HS, 39 were ASM poor responders, and 16 were ASM good responders. The assortativity coefficient in patients with TLE and HS was higher than that in healthy controls (0.004 vs. −0.007, <i>p</i> = 0.004), and the assortativity coefficient in ASM poor responders was lower than that in ASM good responders (−0.001 vs. −0.197, <i>p</i> = 0.003). The DTI-ALPS index in patients with TLE and HS was lower than that in healthy controls (1.403 vs. 1.709, <i>p</i> < 0.001); however, the DTI-ALPS index did not differ between ASM poor and good responders (1.411 vs. 1.385, <i>p</i> = 0.628). The DTI-ALPS index had a significant negative correlation with age in patients with TLE and HS (<i>r</i> = −0.267, <i>p</i> = 0.049).</p>\n </section>\n \n <section>\n \n <h3> Significance</h3>\n \n <p>We confirmed increased assortativity coefficient in structural connectivity and decreased DTI-ALPS index in patients with TLE and HS compared with healthy controls. Additionally, we demonstrated an association between decreased assortativity coefficient in structural connectivity and ASM poor response in patients with TLE patients and HS.</p>\n </section>\n \n <section>\n \n <h3> Plain Language Summary</h3>\n \n <p>This study investigates the relationship between brain connectivity changes and glymphatic system function with antiseizure medication response in patients with temporal lobe epilepsy and hippocampal sclerosis. The research reveals that these patients show altered brain connectivity and glymphatic function compared to healthy individuals. A key finding is the strong link between a specific connectivity measure (assortativity coefficient) and antiseizure medication response, providing valuable insights that could influence epilepsy treatment and future research directions.</p>\n </section>\n </div>","PeriodicalId":12038,"journal":{"name":"Epilepsia Open","volume":"9 6","pages":"2408-2418"},"PeriodicalIF":2.8000,"publicationDate":"2024-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11633711/pdf/","citationCount":"0","resultStr":"{\"title\":\"The association between structural connectivity and anti-seizure medication response in patients with temporal lobe epilepsy\",\"authors\":\"Dong Ah Lee, Junghae Ko, Sung-Tae Kim, Ho-Joon Lee, Kang Min Park\",\"doi\":\"10.1002/epi4.13076\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div>\\n \\n \\n <section>\\n \\n <h3> Objectives</h3>\\n \\n <p>This study aimed to investigate the differences in structural connectivity and glymphatic system function between patients with temporal lobe epilepsy (TLE) and hippocampal sclerosis (HS) and healthy controls. Additionally, we analyzed the association between structural connectivity, glymphatic system function, and antiseizure medication (ASM) response.</p>\\n </section>\\n \\n <section>\\n \\n <h3> Methods</h3>\\n \\n <p>We retrospectively enrolled patients with TLE and HS and healthy controls who underwent diffusion tensor imaging at our hospital. We assessed structural connectivity in patients with TLE and HS and healthy controls by calculating network measures using graph theory and evaluated glymphatic system function using the diffusion tensor image analysis along the perivascular space (DTI-ALPS) index. Patients with TLE and HS were categorized into two groups: ASM poor and good responders.</p>\\n </section>\\n \\n <section>\\n \\n <h3> Results</h3>\\n \\n <p>We enrolled 55 patients with TLE and HS and 53 healthy controls. Of the 55 patients with TLE and HS, 39 were ASM poor responders, and 16 were ASM good responders. The assortativity coefficient in patients with TLE and HS was higher than that in healthy controls (0.004 vs. −0.007, <i>p</i> = 0.004), and the assortativity coefficient in ASM poor responders was lower than that in ASM good responders (−0.001 vs. −0.197, <i>p</i> = 0.003). The DTI-ALPS index in patients with TLE and HS was lower than that in healthy controls (1.403 vs. 1.709, <i>p</i> < 0.001); however, the DTI-ALPS index did not differ between ASM poor and good responders (1.411 vs. 1.385, <i>p</i> = 0.628). The DTI-ALPS index had a significant negative correlation with age in patients with TLE and HS (<i>r</i> = −0.267, <i>p</i> = 0.049).</p>\\n </section>\\n \\n <section>\\n \\n <h3> Significance</h3>\\n \\n <p>We confirmed increased assortativity coefficient in structural connectivity and decreased DTI-ALPS index in patients with TLE and HS compared with healthy controls. Additionally, we demonstrated an association between decreased assortativity coefficient in structural connectivity and ASM poor response in patients with TLE patients and HS.</p>\\n </section>\\n \\n <section>\\n \\n <h3> Plain Language Summary</h3>\\n \\n <p>This study investigates the relationship between brain connectivity changes and glymphatic system function with antiseizure medication response in patients with temporal lobe epilepsy and hippocampal sclerosis. The research reveals that these patients show altered brain connectivity and glymphatic function compared to healthy individuals. 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引用次数: 0
摘要
研究目的本研究旨在探讨颞叶癫痫(TLE)和海马硬化症(HS)患者与健康对照组在结构连接性和脑 glymphatic 系统功能方面的差异。此外,我们还分析了结构连接、脑 glymphatic 系统功能和抗癫痫药物(ASM)反应之间的关联:我们回顾性地纳入了在本院接受弥散张量成像检查的TLE和HS患者以及健康对照组。我们利用图论计算网络度量,评估了TLE和HS患者以及健康对照组的结构连接性,并利用沿血管周围空间的弥散张量图像分析(DTI-ALPS)指数评估了甘液系统功能。TLE和HS患者被分为两组:结果:我们招募了 55 名 TLE 和 HS 患者以及 53 名健康对照者。在55名TLE和HS患者中,39人为ASM反应差者,16人为ASM反应良好者。TLE和HS患者的同种异体系数高于健康对照组(0.004 vs. -0.007,p = 0.004),而ASM不良反应者的同种异体系数低于ASM良好反应者(-0.001 vs. -0.197,p = 0.003)。TLE和HS患者的DTI-ALPS指数低于健康对照组(1.403 vs. 1.709,p):我们证实,与健康对照组相比,TLE 和 HS 患者的结构连通性中的同源性系数增加,DTI-ALPS 指数降低。此外,我们还证实了颞叶癫痫和海马硬化症患者结构连通性的同位系数降低与 ASM 反应不佳之间的关联。白话摘要:本研究调查了颞叶癫痫和海马硬化症患者大脑连通性变化和甘油系统功能与抗癫痫药物反应之间的关系。研究发现,与健康人相比,这些患者的大脑连接性和脑 glymphatic 功能发生了改变。研究的一个重要发现是,特定的连通性测量(同位系数)与抗癫痫药物反应之间存在密切联系,这为癫痫治疗和未来研究方向提供了宝贵的启示。
The association between structural connectivity and anti-seizure medication response in patients with temporal lobe epilepsy
Objectives
This study aimed to investigate the differences in structural connectivity and glymphatic system function between patients with temporal lobe epilepsy (TLE) and hippocampal sclerosis (HS) and healthy controls. Additionally, we analyzed the association between structural connectivity, glymphatic system function, and antiseizure medication (ASM) response.
Methods
We retrospectively enrolled patients with TLE and HS and healthy controls who underwent diffusion tensor imaging at our hospital. We assessed structural connectivity in patients with TLE and HS and healthy controls by calculating network measures using graph theory and evaluated glymphatic system function using the diffusion tensor image analysis along the perivascular space (DTI-ALPS) index. Patients with TLE and HS were categorized into two groups: ASM poor and good responders.
Results
We enrolled 55 patients with TLE and HS and 53 healthy controls. Of the 55 patients with TLE and HS, 39 were ASM poor responders, and 16 were ASM good responders. The assortativity coefficient in patients with TLE and HS was higher than that in healthy controls (0.004 vs. −0.007, p = 0.004), and the assortativity coefficient in ASM poor responders was lower than that in ASM good responders (−0.001 vs. −0.197, p = 0.003). The DTI-ALPS index in patients with TLE and HS was lower than that in healthy controls (1.403 vs. 1.709, p < 0.001); however, the DTI-ALPS index did not differ between ASM poor and good responders (1.411 vs. 1.385, p = 0.628). The DTI-ALPS index had a significant negative correlation with age in patients with TLE and HS (r = −0.267, p = 0.049).
Significance
We confirmed increased assortativity coefficient in structural connectivity and decreased DTI-ALPS index in patients with TLE and HS compared with healthy controls. Additionally, we demonstrated an association between decreased assortativity coefficient in structural connectivity and ASM poor response in patients with TLE patients and HS.
Plain Language Summary
This study investigates the relationship between brain connectivity changes and glymphatic system function with antiseizure medication response in patients with temporal lobe epilepsy and hippocampal sclerosis. The research reveals that these patients show altered brain connectivity and glymphatic function compared to healthy individuals. A key finding is the strong link between a specific connectivity measure (assortativity coefficient) and antiseizure medication response, providing valuable insights that could influence epilepsy treatment and future research directions.