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":"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。","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":"{\"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}","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}
Identification of Distinct Biological Groups of Patients With Cryptogenic NORSE via Inflammatory Profiling.
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.
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.