Identification of Distinct Biological Groups of Patients With Cryptogenic NORSE via Inflammatory Profiling.

IF 7.8 1区 医学 Q1 CLINICAL NEUROLOGY
Martin Guillemaud, Mario Chavez, Firas Kobeissy, Annamaria Vezzani, Anthony D Jimenez, Maysaa Merhi Basha, Ayush Batra, Sophie Demeret, Onome Eka, Krista Eschbach, Brandon Foreman, Nicolas Gaspard, Elizabeth E Gerard, Teneille Emma Gofton, Hiba A Haider, Stephen T Hantus, Charles L Howe, Amy Jongeling, Mariel Kalkach-Aparicio, Padmaja Kandula, Karnig Kazazian, Minjee Kim, Yi-Chen Lai, Clémence Marois, Andrew Mellor, Wazim Mohamed, Mikaela Morales, Cederic M Pimentel, Alexandra M Ramirez, Claude Steriade, Aaron F Struck, Olga Taraschenko, Nathan Torcida Sedano, Mark S Wainwright, Ji Yeoun Yoo, Kevin K W Wang, Vincent Navarro, Lawrence J Hirsch, Aurélie Hanin
{"title":"Identification of Distinct Biological Groups of Patients With Cryptogenic NORSE via Inflammatory Profiling.","authors":"Martin Guillemaud, Mario Chavez, Firas Kobeissy, Annamaria Vezzani, Anthony D Jimenez, Maysaa Merhi Basha, Ayush Batra, Sophie Demeret, Onome Eka, Krista Eschbach, Brandon Foreman, Nicolas Gaspard, Elizabeth E Gerard, Teneille Emma Gofton, Hiba A Haider, Stephen T Hantus, Charles L Howe, Amy Jongeling, Mariel Kalkach-Aparicio, Padmaja Kandula, Karnig Kazazian, Minjee Kim, Yi-Chen Lai, Clémence Marois, Andrew Mellor, Wazim Mohamed, Mikaela Morales, Cederic M Pimentel, Alexandra M Ramirez, Claude Steriade, Aaron F Struck, Olga Taraschenko, Nathan Torcida Sedano, Mark S Wainwright, Ji Yeoun Yoo, Kevin K W Wang, Vincent Navarro, Lawrence J Hirsch, Aurélie Hanin","doi":"10.1212/NXI.0000000000200403","DOIUrl":null,"url":null,"abstract":"<p><strong>Background and objectives: </strong>Emerging evidence suggests that immune dysregulation plays a pivotal role in triggering cryptogenic new-onset refractory status epilepticus (c-NORSE), prompting a consensus on early initiation of immunotherapy. However, despite similar timing of administration, responses to immunotherapies have been varied and unpredictable, suggesting the presence of heterogeneous underlying mechanisms<b>.</b> The aim of this study was to identify distinct inflammatory response subtypes in patients with c-NORSE by analyzing their cytokine profiles. Insights into underlying mechanisms were sought to understand the pathophysiology and guide personalized therapies to improve patient outcomes.</p><p><strong>Methods: </strong>Sixty-two patients with c-NORSE were included. A comprehensive panel of 96 cytokines was analyzed in serum samples. Patients were clustered based on their cytokine profiles using the Louvain algorithm, an unsupervised graph-based clustering method. The identified clusters of patients were compared regarding cytokine levels and clinical features. Protein pathway analysis was used to explore the biological relevance of the inflammatory markers within each cluster. Patients with c-NORSE were compared with control patients (n = 18) and patients with other forms of refractory SE (n = 45).</p><p><strong>Results: </strong>Compared with controls, patients with c-NORSE exhibited significant differences in 33 cytokines. Pathway analysis revealed dysregulations in chemotaxis and neutrophil recruitment and migration, highlighting the importance of innate immunity in patients with c-NORSE. Within the c-NORSE cohort, 3 clusters of patients emerged: cluster A, lacking specific inflammatory markers; cluster B, with a much stronger innate-immunity cytokine-driven inflammatory response compared with clusters A and C; and cluster C, defined by dysregulated autoimmune processes. Notably, patients in cluster B showed a statistically significant elevation of innate immune-related proinflammatory cytokines associated with leukocyte recruitment and degranulation. By contrast, those in cluster C showed activation of Janus kinase signal transducer and activator of transcription (JAK-STAT) pathways, suggesting autoimmune mechanisms. Patients in clusters B and C demonstrated varied responses to immunotherapies, with cluster C patients showing favorable outcomes after multiple immunotherapies.</p><p><strong>Discussion: </strong>The identification of distinct inflammatory subgroups in c-NORSE suggests that variations in the underlying immune mechanisms contribute to differential treatment responses. These findings underscore the importance of personalized therapeutic strategies, potentially targeting specific inflammatory pathways, to optimize clinical outcomes in this challenging condition.</p>","PeriodicalId":19472,"journal":{"name":"Neurology® Neuroimmunology & Neuroinflammation","volume":"12 4","pages":"e200403"},"PeriodicalIF":7.8000,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12063244/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Neurology® Neuroimmunology & Neuroinflammation","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1212/NXI.0000000000200403","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/5/7 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"CLINICAL NEUROLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Background and objectives: Emerging evidence suggests that immune dysregulation plays a pivotal role in triggering cryptogenic new-onset refractory status epilepticus (c-NORSE), prompting a consensus on early initiation of immunotherapy. However, despite similar timing of administration, responses to immunotherapies have been varied and unpredictable, suggesting the presence of heterogeneous underlying mechanisms. The aim of this study was to identify distinct inflammatory response subtypes in patients with c-NORSE by analyzing their cytokine profiles. Insights into underlying mechanisms were sought to understand the pathophysiology and guide personalized therapies to improve patient outcomes.

Methods: Sixty-two patients with c-NORSE were included. A comprehensive panel of 96 cytokines was analyzed in serum samples. Patients were clustered based on their cytokine profiles using the Louvain algorithm, an unsupervised graph-based clustering method. The identified clusters of patients were compared regarding cytokine levels and clinical features. Protein pathway analysis was used to explore the biological relevance of the inflammatory markers within each cluster. Patients with c-NORSE were compared with control patients (n = 18) and patients with other forms of refractory SE (n = 45).

Results: Compared with controls, patients with c-NORSE exhibited significant differences in 33 cytokines. Pathway analysis revealed dysregulations in chemotaxis and neutrophil recruitment and migration, highlighting the importance of innate immunity in patients with c-NORSE. Within the c-NORSE cohort, 3 clusters of patients emerged: cluster A, lacking specific inflammatory markers; cluster B, with a much stronger innate-immunity cytokine-driven inflammatory response compared with clusters A and C; and cluster C, defined by dysregulated autoimmune processes. Notably, patients in cluster B showed a statistically significant elevation of innate immune-related proinflammatory cytokines associated with leukocyte recruitment and degranulation. By contrast, those in cluster C showed activation of Janus kinase signal transducer and activator of transcription (JAK-STAT) pathways, suggesting autoimmune mechanisms. Patients in clusters B and C demonstrated varied responses to immunotherapies, with cluster C patients showing favorable outcomes after multiple immunotherapies.

Discussion: The identification of distinct inflammatory subgroups in c-NORSE suggests that variations in the underlying immune mechanisms contribute to differential treatment responses. These findings underscore the importance of personalized therapeutic strategies, potentially targeting specific inflammatory pathways, to optimize clinical outcomes in this challenging condition.

通过炎症谱分析确定隐源性挪威鼻综合征患者的不同生物学组。
背景和目的:新出现的证据表明,免疫失调在引发隐源性新发难治性癫痫持续状态(c-NORSE)中起着关键作用,促使人们对早期开始免疫治疗达成共识。然而,尽管给药时间相似,对免疫疗法的反应却各不相同且不可预测,这表明存在异质性的潜在机制。本研究的目的是通过分析c-NORSE患者的细胞因子谱来识别不同的炎症反应亚型。深入了解潜在的机制,以了解病理生理学和指导个性化治疗,以改善患者的结果。方法:选取62例c-NORSE患者。在血清样本中分析了96种细胞因子的综合面板。使用Louvain算法(一种基于无监督图的聚类方法)根据患者的细胞因子谱进行聚类。对确定的患者群进行细胞因子水平和临床特征的比较。蛋白质通路分析用于探索每个簇中炎症标志物的生物学相关性。c-NORSE患者与对照患者(n = 18)和其他形式难治性SE患者(n = 45)进行比较。结果:与对照组相比,c-NORSE患者33种细胞因子有显著差异。通路分析显示趋化性和中性粒细胞募集和迁移的失调,强调了先天免疫在c-NORSE患者中的重要性。在c-NORSE队列中,出现了3组患者:A组,缺乏特异性炎症标志物;与a和C群相比,B群具有更强的先天免疫细胞因子驱动的炎症反应;C类,由自身免疫过程失调定义。值得注意的是,B类患者的先天免疫相关的促炎细胞因子与白细胞募集和脱颗粒相关,具有统计学意义的升高。相比之下,簇C显示Janus激酶信号转导和转录激活因子(JAK-STAT)通路的激活,提示自身免疫机制。B类和C类患者对免疫治疗表现出不同的反应,C类患者在多次免疫治疗后表现出良好的结果。讨论:c-NORSE中不同炎症亚群的鉴定表明,潜在免疫机制的变化导致了不同的治疗反应。这些发现强调了个性化治疗策略的重要性,潜在地针对特定的炎症途径,以优化这种具有挑战性的疾病的临床结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
15.60
自引率
2.30%
发文量
219
审稿时长
8 weeks
期刊介绍: Neurology Neuroimmunology & Neuroinflammation is an official journal of the American Academy of Neurology. Neurology: Neuroimmunology & Neuroinflammation will be the premier peer-reviewed journal in neuroimmunology and neuroinflammation. This journal publishes rigorously peer-reviewed open-access reports of original research and in-depth reviews of topics in neuroimmunology & neuroinflammation, affecting the full range of neurologic diseases including (but not limited to) Alzheimer's disease, Parkinson's disease, ALS, tauopathy, and stroke; multiple sclerosis and NMO; inflammatory peripheral nerve and muscle disease, Guillain-Barré and myasthenia gravis; nervous system infection; paraneoplastic syndromes, noninfectious encephalitides and other antibody-mediated disorders; and psychiatric and neurodevelopmental disorders. Clinical trials, instructive case reports, and small case series will also be featured.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信