Guillemaud Martin, Chavez Mario, Kobeissy Firas, Vezzani Annamaria, Jimenez Anthony D, Basha Maysaa Merhi, Batra Ayush, Demeret Sophie, Eka Onome, Eschbach Krista, Foreman Brandon, Gaspard Nicolas, Gerard Elizabeth E, Gofton Teneille Emma, Haider Hiba A, Hantus Stephen T, Howe Charles L, Jongeling Amy, Kalkach-Aparicio Mariel, Kandula Padmaja, Kazazian Karnig, Kim Minjee, Lai Yi-Chen, Marois Clémence, Mellor Andrew, Mohamed Wazim, Morales Mikaela, Pimentel Cederic M, Ramirez Alexandra M, Steriade Claude, Struck Aaron F, Taraschenko Olga, Torcida Sedano Nathan, Wainwright Mark S, Yoo Ji Yeoun, Wang Kevin K W, Navarro Vincent, Hirsch Lawrence J, Hanin Aurélie
Sorbonne Université, Institut du Cerveau, Paris Brain Institute, ICM, INRIA, Inserm, CNRS, AP-HP, Hôpital de la Pitié-Salpêtrière, France.
Department of Neurobiology, Center for Neurotrauma, Multiomics & Biomarkers, Morehouse School of Medicine, Atlanta, GA.
Neurol Neuroimmunol Neuroinflamm. 2025 Jul;12(4):e200403. doi: 10.1212/NXI.0000000000200403. Epub 2025 May 7.
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.
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).
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.
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.
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)中起关键作用,这促使人们就早期启动免疫治疗达成共识。然而,尽管免疫治疗的给药时机相似,但其反应却各不相同且难以预测,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。旨在深入了解潜在机制,以理解其病理生理学并指导个性化治疗,从而改善患者预后。
纳入62例c-NORSE患者。对血清样本中的96种细胞因子进行了全面分析。使用基于图的无监督聚类方法——Louvain算法,根据患者的细胞因子谱进行聚类。比较所识别出的患者聚类在细胞因子水平和临床特征方面的差异。采用蛋白质通路分析来探索每个聚类中炎症标志物的生物学相关性。将c-NORSE患者与对照患者(n = 18)以及其他形式难治性癫痫持续状态患者(n = 45)进行比较。
与对照组相比,c-NORSE患者在33种细胞因子上表现出显著差异。通路分析揭示了趋化作用以及中性粒细胞募集和迁移的失调,突出了固有免疫在c-NORSE患者中的重要性。在c-NORSE队列中,出现了3个患者聚类:A组,缺乏特定炎症标志物;B组,与A组和C组相比,具有更强的由固有免疫细胞因子驱动的炎症反应;C组,由失调的自身免疫过程所定义。值得注意的是,B组患者与白细胞募集和脱颗粒相关的固有免疫相关促炎细胞因子在统计学上显著升高。相比之下,C组患者的Janus激酶信号转导和转录激活因子(JAK-STAT)通路被激活,提示自身免疫机制。B组和C组患者对免疫治疗的反应各不相同,C组患者在多次免疫治疗后显示出良好的预后。
在c-NORSE中识别出不同的炎症亚组表明,潜在免疫机制的差异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,可能针对特定的炎症通路,以在这种具有挑战性的情况下优化临床结果。