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郑 雅, 蒋 莉. [Recent research on cytokines associated with anti-N-methyl-D-aspartate receptor encephalitis]. ZHONGGUO DANG DAI ER KE ZA ZHI = CHINESE JOURNAL OF CONTEMPORARY PEDIATRICS 2023; 25:321-327. [PMID: 36946170 PMCID: PMC10032080 DOI: 10.7499/j.issn.1008-8830.2211125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Accepted: 01/05/2023] [Indexed: 03/23/2023]
Abstract
Anti-N-methyl-D-aspartate receptor (NMDAR) encephalitis is an autoimmune inflammatory disease of the central nervous system, and little is known about its immune mechanism at present. There is a lack of disease-related biomarkers in cerebrospinal fluid except anti-NMDAR antibody, which leads to delayed diagnosis and treatment in some patients. Therefore, there has been an increasing number of studies on related cytokines in recent years to assess whether they can be used as new biomarkers for evaluating disease conditions and assisting diagnosis and treatment. Current studies have shown that some cytokines may be associated with the progression of anti-NMDAR encephalitis, and this article reviews the research advances in such cytokines associated with anti-NMDAR encephalitis.
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Qiao S, Zhang SC, Li HY, Wang ZH, Jin Y, Wang AH, Liu XW. Cytokines/chemokines and immune checkpoint molecules in anti-leucine-rich glioma-inactivated 1 encephalitis. Neurol Sci 2023; 44:1017-1029. [PMID: 36445543 DOI: 10.1007/s10072-022-06526-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2022] [Accepted: 11/21/2022] [Indexed: 12/03/2022]
Abstract
OBJECTIVE We aimed to investigate levels of cytokines/chemokines and immune checkpoint molecules in patients with anti-leucine-rich glioma-inactivated 1 (LGI1) encephalitis. METHODS The study recruited 12 patients with anti-LGI1 encephalitis and six non-inflammatory controls from the Qilu Hospital of Shandong University treated between January 2019 and December 2020. Serum levels of 30 cytokines/chemokines and 10 checkpoint molecules were measured in participants of both the groups. RESULTS In contrast to those in the control group, 24 cytokines/chemokines and 5 immune checkpoint molecules were differentially expressed in patients with anti-LGI1 encephalitis, with 14 cytokines being upregulated and 10 being downregulated. There were 1033 enriched biological processes and 61 enriched Kyoto Encyclopedia of Genes and Genomes signaling pathways. CONCLUSION A wide range of cytokines/chemokines and immune checkpoint molecules are implicated in immune regulation in anti-LGI1 encephalitis, indicating that they may serve as important targets in the development and treatment of the disease.
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Affiliation(s)
- Shan Qiao
- Department of Neurology, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan, China.,Department of Medical Genetics, School of Basic Medical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Shan-Chao Zhang
- Department of Neurology, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan, China
| | - Hai-Yun Li
- Department of Neurology, Qilu Hospital of Shandong University, Jinan, China
| | - Zhi-Hao Wang
- Department of Neurology, Qilu Hospital of Shandong University, Jinan, China
| | - Yang Jin
- Institute of Epilepsy, Shandong University, Jinan, China
| | - Ai-Hua Wang
- Department of Neurology, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan, China
| | - Xue-Wu Liu
- Department of Neurology, Qilu Hospital of Shandong University, Jinan, China. .,Institute of Epilepsy, Shandong University, Jinan, China.
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Ma Y, Wang J, Guo S, Meng Z, Ren Y, Xie Y, Wang M. Cytokine/chemokine levels in the CSF and serum of anti-NMDAR encephalitis: A systematic review and meta-analysis. Front Immunol 2023; 13:1064007. [PMID: 36761173 PMCID: PMC9903132 DOI: 10.3389/fimmu.2022.1064007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Accepted: 12/23/2022] [Indexed: 01/25/2023] Open
Abstract
Objectives To summarize the cytokine/chemokine levels of anti-N-methyl-Daspartate receptor encephalitis (NMDAR-E) and explore the potential role of these molecules and immune cells in the pathogenic mechanism. Methods The PubMed, Cochrane Library, Embase, and Web of Science databases were searched for various articles that assessed the concentrations of cytokines/chemokines in the unstimulated cerebrospinal fluid (CSF) or serum of patients with NMDAR-E in this systematic review and meta-analysis. The standardized mean difference (SMD) and 95% confidence interval (CI) were calculated by Stata17.0. Results A total of 19 articles were included in the systematic review from 260 candidate papers, and cytokine/chemokine levels reported in the CSF/serum were examined in each article. This meta-analysis included 17 eligible studies comprising 579 patients with NMDAR-E, 367 patients with noninflammatory neurological disorders, and 42 healthy controls from China, Spain, South Korea, Australia, Czechia, and Sweden. The results indicated that the levels of different cytokines interleukin (IL)-6, tumor necrosis factor (TNF)-α, IL-10, IL-13, IL-1β, IL-12, and IL-17 and chemokine C-X-C motif ligand (CXCL)10 in the CSF were significantly higher in NMDAR-E patients with a large effect size. In addition, B cell activating factor (BAFF), CXCL13, and interferon (IFN)-γ levels in the CSF were higher in NMDAR-E patients with a middle effect size. In contrast, levels of IL-2 and IL-4 in the CSF and CXCL13 and BAFF in the serum did not show a significant difference between cases and controls. Conclusions These analyses showed that the central immune response in NMDAR-E is a process that involves multiple immune cell interactions mediated by cytokines/chemokines, and T cells play an important role in the pathogenesis of immunity. Systematic review registration https://www.crd.york.ac.uk/PROSPERO/, identifier (CRD42022342485).
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Affiliation(s)
- Yushan Ma
- Department of Laboratory Medicine, West China Hospital of Sichuan University, Chengdu, China,Department of Laboratory Medicine, The Third Hospital of Mianyang, Sichuan Mental Health Center, Mianyang, China
| | - Jierui Wang
- Department of Neurology, West China Hospital of Sichuan University, Chengdu, China
| | - Shuo Guo
- Department of Laboratory Medicine, West China Hospital of Sichuan University, Chengdu, China
| | - Zirui Meng
- Department of Laboratory Medicine, West China Hospital of Sichuan University, Chengdu, China
| | - Yan Ren
- Department of Laboratory Medicine, West China Hospital of Sichuan University, Chengdu, China
| | - Yi Xie
- Department of Laboratory Medicine, West China Hospital of Sichuan University, Chengdu, China,*Correspondence: Minjin Wang, ; Yi Xie,
| | - Minjin Wang
- Department of Laboratory Medicine, West China Hospital of Sichuan University, Chengdu, China,Department of Neurology, West China Hospital of Sichuan University, Chengdu, China,*Correspondence: Minjin Wang, ; Yi Xie,
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Soltani Khaboushan A, Pahlevan-Fallahy MT, Shobeiri P, Teixeira AL, Rezaei N. Cytokines and chemokines profile in encephalitis patients: A meta-analysis. PLoS One 2022; 17:e0273920. [PMID: 36048783 PMCID: PMC9436077 DOI: 10.1371/journal.pone.0273920] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Accepted: 08/17/2022] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Encephalitis is caused by autoimmune or infectious agents marked by brain inflammation. Investigations have reported altered concentrations of the cytokines in encephalitis. This study was conducted to determine the relationship between encephalitis and alterations of cytokine levels in cerebrospinal fluid (CSF) and serum. METHODS We found possibly suitable studies by searching PubMed, Embase, Scopus, and Web of Science, systematically from inception to August 2021. 23 articles were included in the meta-analysis. To investigate sources of heterogeneity, subgroup analysis and sensitivity analysis were conducted. The protocol of the study has been registered in PROSPERO with a registration ID of CRD42021289298. RESULTS A total of 23 met our eligibility criteria to be included in the meta-analysis. A total of 12 cytokines were included in the meta-analysis of CSF concentration. Moreover, 5 cytokines were also included in the serum/plasma concentration meta-analysis. According to the analyses, patients with encephalitis had higher CSF amounts of IL-6, IL-8, IL-10, CXCL10, and TNF-α than healthy controls. The alteration in the concentration of IL-2, IL-4, IL-17, CCL2, CXCL9, CXCL13, and IFN-γ was not significant. In addition, the serum/plasma levels of the TNF-α were increased in encephalitis patients, but serum/plasma concentration of the IL-6, IL-10, CXCL10, and CXCL13 remained unchanged. CONCLUSIONS This meta-analysis provides evidence for higher CSF concentrations of IL-6, IL-8, IL-10, CXCL10, and TNF-α in encephalitis patients compared to controls. The diagnostic and prognostic value of these cytokines and chemokines should be investigated in future studies.
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Affiliation(s)
- Alireza Soltani Khaboushan
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
- Students’ Scientific Research Center, Tehran University of Medical Sciences, Tehran, Iran
- Systematic Review and Meta-Analysis Expert Group (SRMEG), Universal Scientific Education and Research Network (USERN), Tehran, Iran
| | - Mohammad-Taha Pahlevan-Fallahy
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
- Students’ Scientific Research Center, Tehran University of Medical Sciences, Tehran, Iran
- Systematic Review and Meta-Analysis Expert Group (SRMEG), Universal Scientific Education and Research Network (USERN), Tehran, Iran
| | - Parnian Shobeiri
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
- Systematic Review and Meta-Analysis Expert Group (SRMEG), Universal Scientific Education and Research Network (USERN), Tehran, Iran
- Non–Communicable Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Antônio L. Teixeira
- Neuropsychiatry Program, Department of Psychiatry and Behavioral Sciences, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, United States of America
| | - Nima Rezaei
- Systematic Review and Meta-Analysis Expert Group (SRMEG), Universal Scientific Education and Research Network (USERN), Tehran, Iran
- Department of Immunology, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
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Ciano-Petersen NL, Muñiz-Castrillo S, Birzu C, Vogrig A, Farina A, Villagrán-García M, Joubert B, Psimaras D, Honnorat J. Cytokine dynamics and targeted immunotherapies in autoimmune encephalitis. Brain Commun 2022; 4:fcac196. [PMID: 35999839 PMCID: PMC9392471 DOI: 10.1093/braincomms/fcac196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Revised: 04/20/2022] [Accepted: 08/16/2022] [Indexed: 11/13/2022] Open
Abstract
Autoimmune encephalitides constitute a diverse group of immune-mediated central nervous system disorders mainly characterized by the presence of antibodies targeting neuronal or glial antigens. Despite the notable contribution of antibody discovery to the understanding of their physiopathology, the specific immune cells and inflammatory mediators involved in autoimmune encephalitis are still poorly defined. However, cytokines have recently emerged as crucial signalling molecules in the pathogenesis of autoimmune encephalitis. Cytokines are biologically active, soluble, low-molecular-weight proteins or glycoproteins involved in a wide variety of physiological functions, including central nervous system development and homeostasis, immune surveillance, as well as proliferation and maturation of immune cells. Since unbalanced cytokine expression is considered a hallmark of many autoimmune central nervous system disorders, their identification and quantification has become an essential element in personalized medicine applied to the field of neuroimmunology. Several studies have explored the cytokine profile of autoimmune encephalitis, but their interpretation and comparison is challenging due to their small sample sizes and extremely high heterogeneity, especially regarding the cytokines analysed, type of sample used, and associated neural antibody. Only the cytokine profile of anti-N-methyl-D-aspartate receptor encephalitis has extensively been investigated, with findings suggesting that, although humoral immunity is the main effector, T cells may also be relevant for the development of this disorder. A better understanding of cytokine dynamics governing neuroinflammation might offer the opportunity of developing new therapeutic strategies against specific immune cells, cytokines, antibodies, or intracellular signalling cascades, therefore leading to better outcomes and preventing undesired side effects of the presently used strategies. In this review, we first summarize the current knowledge about the role of cytokines in the pathogenesis of autoimmune encephalitis, combining theoretical analysis with experimental validations, to assess their suitability as clinical biomarkers. Second, we discuss the potential applicability of the novel targeted immunotherapies in autoimmune encephalitis depending on the immunobiology of the associated antibody, their limitations, as well as the main limitations that should be addressed in future studies.
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Affiliation(s)
- Nicolás Lundahl Ciano-Petersen
- French Reference Center on Paraneoplastic Neurological Syndromes and Autoimmune Encephalitis, Hospices Civils de Lyon, Hôpital Neurologique , Bron , France
- SynatAc Team, Institute MeLiS, INSERM U1314/CNRS UMR 5284, Université de Lyon, Université Claude Bernard Lyon 1 , Lyon , France
- Neuroimmunology and Neuroinflammation group. Biomedical Research Institute of Málaga (IBIMA) , Málaga , Spain
- Red Andaluza de Investigación Clínica y Traslacional en Neurología (Neuro-RECA). Hospital Regional Universitario de Málaga , Málaga , Spain
| | - Sergio Muñiz-Castrillo
- French Reference Center on Paraneoplastic Neurological Syndromes and Autoimmune Encephalitis, Hospices Civils de Lyon, Hôpital Neurologique , Bron , France
- SynatAc Team, Institute MeLiS, INSERM U1314/CNRS UMR 5284, Université de Lyon, Université Claude Bernard Lyon 1 , Lyon , France
| | - Cristina Birzu
- Service de Neurologie 2-Mazarin, Centre de Recherche de l’Institut du Cerveau et de la Moelle Epinière, Groupe Hospitalier Pitie-Salpetrière et Université Pierre et Marie Curie-Paris 6, AP-HP , Paris , France
| | - Alberto Vogrig
- French Reference Center on Paraneoplastic Neurological Syndromes and Autoimmune Encephalitis, Hospices Civils de Lyon, Hôpital Neurologique , Bron , France
- SynatAc Team, Institute MeLiS, INSERM U1314/CNRS UMR 5284, Université de Lyon, Université Claude Bernard Lyon 1 , Lyon , France
| | - Antonio Farina
- French Reference Center on Paraneoplastic Neurological Syndromes and Autoimmune Encephalitis, Hospices Civils de Lyon, Hôpital Neurologique , Bron , France
- SynatAc Team, Institute MeLiS, INSERM U1314/CNRS UMR 5284, Université de Lyon, Université Claude Bernard Lyon 1 , Lyon , France
| | - Macarena Villagrán-García
- French Reference Center on Paraneoplastic Neurological Syndromes and Autoimmune Encephalitis, Hospices Civils de Lyon, Hôpital Neurologique , Bron , France
- SynatAc Team, Institute MeLiS, INSERM U1314/CNRS UMR 5284, Université de Lyon, Université Claude Bernard Lyon 1 , Lyon , France
| | - Bastien Joubert
- French Reference Center on Paraneoplastic Neurological Syndromes and Autoimmune Encephalitis, Hospices Civils de Lyon, Hôpital Neurologique , Bron , France
- SynatAc Team, Institute MeLiS, INSERM U1314/CNRS UMR 5284, Université de Lyon, Université Claude Bernard Lyon 1 , Lyon , France
| | - Dimitri Psimaras
- Service de Neurologie 2-Mazarin, Centre de Recherche de l’Institut du Cerveau et de la Moelle Epinière, Groupe Hospitalier Pitie-Salpetrière et Université Pierre et Marie Curie-Paris 6, AP-HP , Paris , France
| | - Jérôme Honnorat
- French Reference Center on Paraneoplastic Neurological Syndromes and Autoimmune Encephalitis, Hospices Civils de Lyon, Hôpital Neurologique , Bron , France
- SynatAc Team, Institute MeLiS, INSERM U1314/CNRS UMR 5284, Université de Lyon, Université Claude Bernard Lyon 1 , Lyon , France
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Seery N, Butzkueven H, O'Brien TJ, Monif M. Contemporary advances in anti-NMDAR antibody (Ab)-mediated encephalitis. Autoimmun Rev 2022; 21:103057. [PMID: 35092831 DOI: 10.1016/j.autrev.2022.103057] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2022] [Accepted: 01/23/2022] [Indexed: 12/18/2022]
Abstract
The study of antibody (Ab)-mediated encephalitis has advanced dramatically since the discovery of antibodies directed against the N-methyl-D-aspartate receptor (NMDAR) in association with a unique neuro-psychiatric syndrome, over a decade-and-a-half ago. Anti-NMDAR Ab-mediated encephalitis now represents the most well characterised form of autoimmune encephalitis. The disease most commonly manifests in young women, but all ages and both sexes can be affected. Autoantibodies may arise in the context of two well-recognised disease triggers in a proportion of patients, and ultimately facilitate NMDAR displacement from synapses. Various CSF cytokines, chemokines, and other molecules have been explored as candidate biomarkers but are limited in sensitivity and specificity. The clinical spectrum is diverse, with evolution and a combination of neuro-psychiatric abnormalities at disease nadir common. Anti-NMDAR Ab-mediated encephalitis is immunotherapy responsive, and a near-majority ultimately acquire a broadly favourable clinical outcome. The diagnosis, and more particularly, the management of the disease can still hold considerable challenges. Moreover, well-defined biomarkers remain elusive. The present review will therefore delineate pathogenic and clinical advances to date in anti-NMDAR antibody-mediated encephalitis.
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Affiliation(s)
- Nabil Seery
- Department of Neuroscience, Central Clinical School, Faculty of Medicine, Nursing and Health Science, Monash University, Melbourne, Victoria, Australia; Department of Neurology, Alfred Hospital, Melbourne, Victoria, Australia
| | - Helmut Butzkueven
- Department of Neuroscience, Central Clinical School, Faculty of Medicine, Nursing and Health Science, Monash University, Melbourne, Victoria, Australia; Department of Neurology, Alfred Hospital, Melbourne, Victoria, Australia
| | - Terence J O'Brien
- Department of Neuroscience, Central Clinical School, Faculty of Medicine, Nursing and Health Science, Monash University, Melbourne, Victoria, Australia; Department of Neurology, Alfred Hospital, Melbourne, Victoria, Australia
| | - Mastura Monif
- Department of Neuroscience, Central Clinical School, Faculty of Medicine, Nursing and Health Science, Monash University, Melbourne, Victoria, Australia; Department of Neurology, Alfred Hospital, Melbourne, Victoria, Australia; Department of Neurology, Royal Melbourne Hospital, Melbourne, Victoria, Australia.
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Ma Y, Wang J, Guo S, Meng Z, Ren Y, Xie Y, Wang M. Cytokine/chemokine levels in the CSF and serum of anti-NMDAR encephalitis: A systematic review and meta-analysis. Front Immunol 2022; 13:1064007. [PMID: 36761173 DOI: 10.3389/fimmu.2022.919979/full] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Accepted: 12/23/2022] [Indexed: 05/20/2023] Open
Abstract
OBJECTIVES To summarize the cytokine/chemokine levels of anti-N-methyl-Daspartate receptor encephalitis (NMDAR-E) and explore the potential role of these molecules and immune cells in the pathogenic mechanism. METHODS The PubMed, Cochrane Library, Embase, and Web of Science databases were searched for various articles that assessed the concentrations of cytokines/chemokines in the unstimulated cerebrospinal fluid (CSF) or serum of patients with NMDAR-E in this systematic review and meta-analysis. The standardized mean difference (SMD) and 95% confidence interval (CI) were calculated by Stata17.0. RESULTS A total of 19 articles were included in the systematic review from 260 candidate papers, and cytokine/chemokine levels reported in the CSF/serum were examined in each article. This meta-analysis included 17 eligible studies comprising 579 patients with NMDAR-E, 367 patients with noninflammatory neurological disorders, and 42 healthy controls from China, Spain, South Korea, Australia, Czechia, and Sweden. The results indicated that the levels of different cytokines interleukin (IL)-6, tumor necrosis factor (TNF)-α, IL-10, IL-13, IL-1β, IL-12, and IL-17 and chemokine C-X-C motif ligand (CXCL)10 in the CSF were significantly higher in NMDAR-E patients with a large effect size. In addition, B cell activating factor (BAFF), CXCL13, and interferon (IFN)-γ levels in the CSF were higher in NMDAR-E patients with a middle effect size. In contrast, levels of IL-2 and IL-4 in the CSF and CXCL13 and BAFF in the serum did not show a significant difference between cases and controls. CONCLUSIONS These analyses showed that the central immune response in NMDAR-E is a process that involves multiple immune cell interactions mediated by cytokines/chemokines, and T cells play an important role in the pathogenesis of immunity. SYSTEMATIC REVIEW REGISTRATION https://www.crd.york.ac.uk/PROSPERO/, identifier (CRD42022342485).
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Affiliation(s)
- Yushan Ma
- Department of Laboratory Medicine, West China Hospital of Sichuan University, Chengdu, China
- Department of Laboratory Medicine, The Third Hospital of Mianyang, Sichuan Mental Health Center, Mianyang, China
| | - Jierui Wang
- Department of Neurology, West China Hospital of Sichuan University, Chengdu, China
| | - Shuo Guo
- Department of Laboratory Medicine, West China Hospital of Sichuan University, Chengdu, China
| | - Zirui Meng
- Department of Laboratory Medicine, West China Hospital of Sichuan University, Chengdu, China
| | - Yan Ren
- Department of Laboratory Medicine, West China Hospital of Sichuan University, Chengdu, China
| | - Yi Xie
- Department of Laboratory Medicine, West China Hospital of Sichuan University, Chengdu, China
| | - Minjin Wang
- Department of Laboratory Medicine, West China Hospital of Sichuan University, Chengdu, China
- Department of Neurology, West China Hospital of Sichuan University, Chengdu, China
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Ciano-Petersen NL, Cabezudo-García P, Muñiz-Castrillo S, Honnorat J, Serrano-Castro PJ, Oliver-Martos B. Current Status of Biomarkers in Anti-N-Methyl-D-Aspartate Receptor Encephalitis. Int J Mol Sci 2021; 22:13127. [PMID: 34884930 PMCID: PMC8658717 DOI: 10.3390/ijms222313127] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Revised: 11/29/2021] [Accepted: 12/01/2021] [Indexed: 02/05/2023] Open
Abstract
The discovery of biomarkers in rare diseases is of paramount importance to allow a better diagnosis, improve predictions of outcomes, and prompt the development of new treatments. Anti-N-methyl-D-aspartate receptor (NMDAR) encephalitis is a rare autoimmune disorder associated with the presence of antibodies targeting the GluN1 subunit of the NMDAR. Since it was discovered in 2007, large efforts have been made towards the identification of clinical, paraclinical, and molecular biomarkers to better understand the immune mechanisms that govern the course of the disease as well as to define predictors of treatment response and long-term outcomes. However, most of these biomarkers are still in an exploratory phase, with only a few candidates reaching the final phases of the always-complex process of biomarker development, mainly due to the low incidence of the disease and its recent description. Clinical and paraclinical markers are probably the most widely explored in anti-NMDAR encephalitis, five of them combined in a clinical score to predict 1 year outcome. On the contrary, soluble molecules, such as persistent antibody positivity, antibody titers, cytokines, and other inflammatory mediators, have been proposed as biomarkers of clinical activity, inflammation, prognosis, and treatment response, but further studies are required for their clinical validation including larger and more homogenous cohorts of patients. Similarly, genetic susceptibility biomarkers are still in the exploratory phase and, therefore, weak conclusions can for now only be achieved. Thus, further studies are warranted to define biomarkers and unravel the underlying mechanisms driving rare diseases such as anti-NMDAR encephalitis. Future international collaborative studies with prospective designs that enable the enrollment of large cohorts will allow for the identification and validation of novel biomarkers for clinical decision-making.
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Affiliation(s)
- Nicolás Lundahl Ciano-Petersen
- Neuroimmunology and Neuroinflammation Group, Biomedical Research Institute of Málaga (IBIMA), 29007 Málaga, Spain; (N.L.C.-P.); (P.C.-G.)
- Red Andaluza de Investigación Clínica y Traslacional en Neurología (Neuro-RECA), 29010 Málaga, Spain
- French Reference Center on Paraneoplastic Neurological Syndromes and Autoimmune Encephalitis, Hospices Civils de Lyon, Hôpital Neurologique, 69677 Bron, France; (S.M.-C.); (J.H.)
- SynatAc Team, Institut NeuroMyoGène, INSERM U1217/CNRS UMR 5310, Université de Lyon, Université Claude Bernard Lyon 1, 69372 Lyon, France
| | - Pablo Cabezudo-García
- Neuroimmunology and Neuroinflammation Group, Biomedical Research Institute of Málaga (IBIMA), 29007 Málaga, Spain; (N.L.C.-P.); (P.C.-G.)
- Red Andaluza de Investigación Clínica y Traslacional en Neurología (Neuro-RECA), 29010 Málaga, Spain
| | - Sergio Muñiz-Castrillo
- French Reference Center on Paraneoplastic Neurological Syndromes and Autoimmune Encephalitis, Hospices Civils de Lyon, Hôpital Neurologique, 69677 Bron, France; (S.M.-C.); (J.H.)
- SynatAc Team, Institut NeuroMyoGène, INSERM U1217/CNRS UMR 5310, Université de Lyon, Université Claude Bernard Lyon 1, 69372 Lyon, France
| | - Jérôme Honnorat
- French Reference Center on Paraneoplastic Neurological Syndromes and Autoimmune Encephalitis, Hospices Civils de Lyon, Hôpital Neurologique, 69677 Bron, France; (S.M.-C.); (J.H.)
- SynatAc Team, Institut NeuroMyoGène, INSERM U1217/CNRS UMR 5310, Université de Lyon, Université Claude Bernard Lyon 1, 69372 Lyon, France
| | - Pedro Jesús Serrano-Castro
- Neuroimmunology and Neuroinflammation Group, Biomedical Research Institute of Málaga (IBIMA), 29007 Málaga, Spain; (N.L.C.-P.); (P.C.-G.)
- Red Andaluza de Investigación Clínica y Traslacional en Neurología (Neuro-RECA), 29010 Málaga, Spain
| | - Begoña Oliver-Martos
- Neuroimmunology and Neuroinflammation Group, Biomedical Research Institute of Málaga (IBIMA), 29007 Málaga, Spain; (N.L.C.-P.); (P.C.-G.)
- Red Andaluza de Investigación Clínica y Traslacional en Neurología (Neuro-RECA), 29010 Málaga, Spain
- Department of Cell Biology, Genetics and Physiology, Physiology Area, University of Malaga, 29010 Málaga, Spain
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Liu J, Liu L, Kang W, Peng G, Yu D, Ma Q, Li Y, Zhao Y, Li L, Dai F, Wang J. Cytokines/Chemokines: Potential Biomarkers for Non-paraneoplastic Anti-N-Methyl-D-Aspartate Receptor Encephalitis. Front Neurol 2021; 11:582296. [PMID: 33408682 PMCID: PMC7779630 DOI: 10.3389/fneur.2020.582296] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2020] [Accepted: 11/23/2020] [Indexed: 12/13/2022] Open
Abstract
Objective: Anti-N-methyl-D-aspartate receptor (NMDAR) encephalitis is the most common type of autoimmune encephalitis. This study focuses on finding new biomarkers to evaluate the clinical condition and provide new directions for treatment. Methods: A total of 44 cytokines/chemokines in the cerebrospinal fluid of 10 non-paraneoplastic patients and nine controls were measured. We selected some of the cytokines/chemokines that significantly increased in patients. Six selected cytokines/chemokines, including IL-10, CXCL10, CCL22, CCL3, IL-7, TNF-α, and three previously reported (IL-2, IL-6, and IL-17A), were measured in seven other patients who provided repeat samples. We compared their levels and explored correlations with severity of disease and antibody titers. Results: The levels of Th1 axis (CXCL10, TNF-α, IFN-γ, CCL3), Th2 axis (CCL1, CCL8, CCL17, CCL22), Treg axis (IL-10), Th17 axis (IL-7), and B cell axis (CXCL13) cytokines, as well as IL-12 p40 and IL-16, were significantly higher in patients compared to those in controls. The level of IL-2 was significantly decreased at the intermediate stage of treatment compared with that before treatment. The severity of disease is positively correlated with levels of CXCL10, CCL3, IL-10, CCL22, and IL-6. The level of CCL3 in the high antibody titer group was greater than that in the low antibody titer group. Conclusion: The pathogenesis of anti-NMDAR encephalitis involves T cell and B cell cytokines. T cells likely assist B cells to produce antibodies. IL-2, CXCL10, CCL3, IL-10, CCL22, and IL-6 may represent new biomarkers in anti-NMDAR encephalitis. Given the lack of research on IL-10, CCL3, and CCL22 in this disease, it will be informative to explore their potential role in pathogenesis in larger studies.
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Affiliation(s)
- Jingwen Liu
- Department of Neurology, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Lei Liu
- Department of Neurology, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Wenting Kang
- Medical Research Center, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Gongxin Peng
- Center for Bioinformatics, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences & School of Basic Medicine, Peking Union Medical College, Beijing, China
| | - Di Yu
- Medical Research Center, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Qiuying Ma
- Department of Neurology, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Yatong Li
- Department of Neurology, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Yan Zhao
- Department of Neurology, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Lin Li
- Department of Neurology, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Feifei Dai
- Department of Neurology, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Jiawei Wang
- Department of Neurology, Beijing Tongren Hospital, Capital Medical University, Beijing, China.,Medical Research Center, Beijing Tongren Hospital, Capital Medical University, Beijing, China
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10
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Wei YC, Wu CL, Weng WC. Cytokine changes during treatment of anti-Caspr2 encephalitis: a case report. BMC Neurol 2020; 20:299. [PMID: 32791989 PMCID: PMC7425608 DOI: 10.1186/s12883-020-01879-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2020] [Accepted: 08/06/2020] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Cytokines are effective molecules of immune reactions. They work in inflammatory sites as well as circulate in the blood. Cytokines in the cerebrospinal fluid have been suggested to be markers of autoimmune encephalitis and reflect disease progression. However, studies on blood cytokines in autoimmune encephalitis are scarce. We report a case presenting with serial changes in blood cytokine levels in a male patient with anti-contactin-associated protein 2 (Caspr2) encephalitis. CASE PRESENTATION A 61-year-old man without systemic disease presented with ataxia and speech disturbance 1 week. After admission, he further developed visual hallucinations, psychosis, and consciousness deterioration. Brain magnetic resonance imaging and infection and tumor surveillances were negative. 18F-fluorodeoxyglucose positron emission tomography of brain revealed frontal and occipital hypometabolism and anterior cingulate gyrus and mesial temporal hypermetabolism. Autoimmune studies confirmed Caspr2 antibodies in his blood. After receiving a diagnosis of anti-Caspr2 encephalitis, the patient received steroids, plasmapheresis, and zonisamide. He recovered well and was totally independent 6 months after disease onset. A cytokine profiler array kit was used to investigate neuroimmune mechanisms during the disease course. Several cytokines showed significant changes in plasma levels, such as B cell activating factor for B cell proliferation; thymus and activation-regulated chemokine for T cell chemoattraction; soluble CD40 ligand for Th2 cell mediation; C5/C5a for complement activation; brain-derived neurotrophic factor for neuronal survival response; and dipeptidyl peptidase 4, retinol binding protein, dickkopf-related protein, and epidermal growth factor for response to environmental provocation. The concentration of cytokines was verified using Luminex multiplexing assay. CONCLUSIONS Due to their easy accessibility, blood cytokines are potential biomarkers of autoimmune encephalitis. Based on the investigating platform of this single case study, future larger scale studies are warranted.
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Affiliation(s)
- Yi-Chia Wei
- Department of Neurology, Chang Gung Memorial Hospital, No. 222, Maijin Rd., Anle Dist, Keelung City, 204, Taiwan.
- Community Medicine Research Center, Chang Gung Memorial, Hospital, Keelung, Taiwan.
- Collage of Medicine, Chang Gung University, Taoyuan, Taiwan.
| | - Chia-Lun Wu
- Department of Neurology, Chang Gung Memorial Hospital, No. 222, Maijin Rd., Anle Dist, Keelung City, 204, Taiwan
- Collage of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Wei-Chieh Weng
- Department of Neurology, Chang Gung Memorial Hospital, No. 222, Maijin Rd., Anle Dist, Keelung City, 204, Taiwan
- Collage of Medicine, Chang Gung University, Taoyuan, Taiwan
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11
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Braun T, Juenemann M, Dornes K, El-Shazly J, Schramm P, Bick-Ackerschott S, Kaps M, Gerriets T, Blaes F, Tschernatsch M. BAFF serum and CSF levels in patients with multiple sclerosis and infectious nervous system diseases. Int J Neurosci 2020; 131:1231-1236. [PMID: 32602764 DOI: 10.1080/00207454.2020.1784167] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Purpose: Multiple sclerosis (MS) is the most common immune-mediated CNS disease, characterised by demyelination and progressive neurological disability. The B-cell activating factor BAFF has been described as one important factor in the pathophysiology of different autoimmune diseases.Methods: We measured BAFF levels in the serum and cerebrospinal fluid (CSF) in 50 consecutive patients with MS and 35 patients with infectious CNS disease (ID). 52 patients with other, non-inflammatory disorders (OND), served as controls.Results: BAFF-serum levels in ID patients were higher than in patients diagnosed with MS (ID 0.55 ± 0.24 ng/ml, MS 0.43 ± 0.14 ng/ml, OND 0.45 ± 0.24 ng/ml; p = 0.09). Interestingly, MS patients had lower BAFF CSF levels compared to the controls and ID patients, and the CSF levels in the latter were elevated compared to those of the controls (MS 0.17 ± 0.11 ng/ml, OND 0.25 ± 0.14 ng/ml, ID 0.97 ± 0.78 ng/ml; p < 0.001).Conclusions: The ID patients' having higher absolute BAFF levels in the CSF than in the serum indicates that the increased BAFF CSF levels were caused by intrathecal synthesis rather than passive transfer via a disturbed blood-brain-barrier. The significantly decreased BAFF CSF levels in MS patients were a surprising result of our study. Although it has been reported that astrocytes in active MS lesions can express BAFF, the soluble form was not increased in the CSF of MS patients. It remains unclear whether the inflammatory features of active MS plaques are truly represented by the CSF compartment.
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Affiliation(s)
- Tobias Braun
- Department of Neurology, Faculty of Medicine, Justus-Liebig-University, Giessen, Germany.,Heart & Brain Research Group, Justus-Liebig-University Giessen and Kerckhoff Clinic, Bad Nauheim, Germany
| | - Martin Juenemann
- Department of Neurology, Faculty of Medicine, Justus-Liebig-University, Giessen, Germany.,Heart & Brain Research Group, Justus-Liebig-University Giessen and Kerckhoff Clinic, Bad Nauheim, Germany
| | - Kathrin Dornes
- Department of Neurology, Faculty of Medicine, Justus-Liebig-University, Giessen, Germany
| | - Jasmin El-Shazly
- Heart & Brain Research Group, Justus-Liebig-University Giessen and Kerckhoff Clinic, Bad Nauheim, Germany
| | - Patrick Schramm
- Heart & Brain Research Group, Justus-Liebig-University Giessen and Kerckhoff Clinic, Bad Nauheim, Germany.,Department of Anaesthesiology, University Medical Centre Mainz, Mainz, Germany
| | | | - Manfred Kaps
- Department of Neurology, Faculty of Medicine, Justus-Liebig-University, Giessen, Germany
| | - Tibo Gerriets
- Department of Neurology, Faculty of Medicine, Justus-Liebig-University, Giessen, Germany.,Heart & Brain Research Group, Justus-Liebig-University Giessen and Kerckhoff Clinic, Bad Nauheim, Germany.,Department of Neurology, Gesundheitszentrum Wetterau, Bad Nauheim, Germany
| | - Franz Blaes
- Department of Neurology, Faculty of Medicine, Justus-Liebig-University, Giessen, Germany.,Department of Neurology, Klinikum Oberberg, Gummersbach, Germany
| | - Marlene Tschernatsch
- Department of Neurology, Faculty of Medicine, Justus-Liebig-University, Giessen, Germany.,Heart & Brain Research Group, Justus-Liebig-University Giessen and Kerckhoff Clinic, Bad Nauheim, Germany.,Department of Neurology, Gesundheitszentrum Wetterau, Bad Nauheim, Germany
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12
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Wesselingh R, Butzkueven H, Buzzard K, Tarlinton D, O'Brien TJ, Monif M. Innate Immunity in the Central Nervous System: A Missing Piece of the Autoimmune Encephalitis Puzzle? Front Immunol 2019; 10:2066. [PMID: 31552027 PMCID: PMC6746826 DOI: 10.3389/fimmu.2019.02066] [Citation(s) in RCA: 45] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2019] [Accepted: 08/15/2019] [Indexed: 12/14/2022] Open
Abstract
The autoimmune encephalitides are a group of autoimmune conditions targeting the central nervous system and causing severe clinical symptoms including drug-resistant seizures, cognitive dysfunction and psychiatric disturbance. Although these disorders appear to be antibody mediated, the role of innate immune responses needs further clarification. Infiltrating monocytes and microglial proliferation at the site of pathology could contribute to the pathogenesis of the disease with resultant blood brain barrier dysfunction, and subsequent activation of adaptive immune response. Both innate and adaptive immune cells can produce pro-inflammatory molecules which can perpetuate ongoing neuroinflammation and drive ongoing seizure activity. Ultimately neurodegenerative changes can ensue with resultant long-term neurological sequelae that can impact on ongoing patient morbidity and quality of life, providing a potential target for future translational research.
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Affiliation(s)
- Robb Wesselingh
- Department of Neurosciences, Faculty of Medicine, Nursing and Health Sciences, Central Clinical School, Monash University, Melbourne, VIC, Australia.,Department of Neurology, Alfred Health, Melbourne, VIC, Australia
| | - Helmut Butzkueven
- Department of Neurosciences, Faculty of Medicine, Nursing and Health Sciences, Central Clinical School, Monash University, Melbourne, VIC, Australia.,Department of Neurology, Alfred Health, Melbourne, VIC, Australia
| | - Katherine Buzzard
- Department of Neurology, Melbourne Health, Melbourne, VIC, Australia.,Department of Neurology, Eastern Health, Melbourne, VIC, Australia
| | - David Tarlinton
- Department of Immunology, Faculty of Medicine, Nursing and Health Sciences, Central Clinical School, Monash University, Melbourne, VIC, Australia
| | - Terence J O'Brien
- Department of Neurosciences, Faculty of Medicine, Nursing and Health Sciences, Central Clinical School, Monash University, Melbourne, VIC, Australia.,Department of Neurology, Alfred Health, Melbourne, VIC, Australia.,Department of Neurology, Melbourne Health, Melbourne, VIC, Australia
| | - Mastura Monif
- Department of Neurosciences, Faculty of Medicine, Nursing and Health Sciences, Central Clinical School, Monash University, Melbourne, VIC, Australia.,Department of Neurology, Alfred Health, Melbourne, VIC, Australia.,Department of Neurology, Melbourne Health, Melbourne, VIC, Australia
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13
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Nosadini M, Granata T, Matricardi S, Freri E, Ragona F, Papetti L, Suppiej A, Valeriani M, Sartori S. Relapse risk factors in anti-N-methyl-D-aspartate receptor encephalitis. Dev Med Child Neurol 2019; 61:1101-1107. [PMID: 31175679 DOI: 10.1111/dmcn.14267] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/09/2019] [Indexed: 01/16/2023]
Abstract
AIM To identify factors that may predict and affect the risk of relapse in anti-N-methyl-D-aspartate receptor (NMDAR) encephalitis. METHOD This was a retrospective study of an Italian cohort of patients with paediatric (≤18y) onset anti-NMDAR encephalitis. RESULTS Of the 62 children included (39 females; median age at onset 9y 10mo, range 1y 2mo-18y; onset between 2005 and 2018), 21 per cent relapsed (median two total events per relapsing patient, range 2-4). Time to first relapse was median 31.5 months (range 7-89mo). Severity at first relapse was lower than onset (median modified Rankin Scale [mRS] 3, range 2-4, vs median mRS 5, range 3-5; admission to intensive care unit: 0/10 vs 3/10). At the survival analysis, the risk of relapsing was significantly lower in patients who received three or more different immune therapies at first disease event (hazard ratio 0.208, 95% confidence interval 0.046-0.941; p=0.042). Neurological outcome at follow-up did not differ significantly between patients with relapsing and monophasic disease (mRS 0-1 in 39/49 vs 12/13; p=0.431), although follow-up duration was significantly longer in relapsing (median 84mo, range 14-137mo) than in monophasic patients (median 32mo, range 4-108mo; p=0.002). INTERPRETATION Relapses may occur in about one-fifth of children with anti-NMDAR encephalitis, are generally milder than at onset, and may span over a long period, although they do not seem to be associated with severity in the acute phase or with outcome at follow-up. Aggressive immune therapy at onset may reduce risk of relapse. WHAT THIS PAPER ADDS Relapses of anti-N-methyl-D-aspartate receptor encephalitis may span over a long period. Relapses were not associated with severity in the acute phase or outcome at follow-up. Aggressive immune therapy at onset appears to decrease risk of relapse.
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Affiliation(s)
- Margherita Nosadini
- Paediatric Neurology and Neurophysiology Unit, Department of Women's and Children's Health, University Hospital of Padua, Padua, Italy.,Neuroimmunology Group, Paediatric Research Institute 'Città della Speranza', Padua, Italy
| | - Tiziana Granata
- Department of Pediatric Neuroscience, Foundation IRCCS Neurological Institute 'C. Besta', Milan, Italy
| | - Sara Matricardi
- Department of Pediatric Neuroscience, Foundation IRCCS Neurological Institute 'C. Besta', Milan, Italy
| | - Elena Freri
- Department of Pediatric Neuroscience, Foundation IRCCS Neurological Institute 'C. Besta', Milan, Italy
| | - Francesca Ragona
- Department of Pediatric Neuroscience, Foundation IRCCS Neurological Institute 'C. Besta', Milan, Italy
| | - Laura Papetti
- Child Neurology Unit, Department of Neuroscience and Neurorehabilitation, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
| | - Agnese Suppiej
- Paediatric Neurology and Neurophysiology Unit, Department of Women's and Children's Health, University Hospital of Padua, Padua, Italy
| | - Massimiliano Valeriani
- Child Neurology Unit, Department of Neuroscience and Neurorehabilitation, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
| | - Stefano Sartori
- Paediatric Neurology and Neurophysiology Unit, Department of Women's and Children's Health, University Hospital of Padua, Padua, Italy.,Neuroimmunology Group, Paediatric Research Institute 'Città della Speranza', Padua, Italy
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14
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Deng B, Yu H, Liu X, Yu X, Zhang X, Li X, Yang W, Dong S, Qiu Y, Chen X. Reduced dosage rituximab in the treatment of anti-N-methyl-d-aspartate receptor encephalitis: An observation study in Chinese patients. J Neuroimmunol 2019; 330:81-86. [PMID: 30851542 DOI: 10.1016/j.jneuroim.2019.02.008] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2018] [Revised: 02/17/2019] [Accepted: 02/17/2019] [Indexed: 11/18/2022]
Abstract
The aim of this study was to observe the treatment effect and investigate the possible mechanism of reduced dosage (600 mg) rituximab treatment on anti-N-methyl-d-aspartate receptor (anti-NMDAR) encephalitis. The median modified Rankin Scale of ten enrolled patients decreased from 4 (range 2-4) before rituximab infusion to 0 (range 0-2) after a mean follow-up time of 24.3 ± 8.7 months. One patient relapsed 9 months after treatment. No severe adverse event was observed. The proportion of total B cells in lymphocytes was depleted from 13.4 ± 6.7% to 0.6 ± 0.8% one day after treatment. B cells started to regeneration at 3 months and reached 9.4 ± 3.7% at 12 months after treatment. At this time point, proportion of regulatory B cells (Breg) in reconstituted B cells was significantly higher than that before treatment (15.3 ± 12.1% vs. 0.5 ± 0.6%, p = 0.006), while proportion of memory B cells (Bmem) was significantly lower than baseline level (8.0 ± 4.5% vs. 30.2 ± 12.6%, p < 0.001). Our results supported that reduced dosage rituximab was effective and safe in treating anti-NMDAR encephalitis. B cell depletion and rebalance of Breg and Bmem might be involved in the treatment mechanism of this therapy.
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Affiliation(s)
- Bo Deng
- Department of Neurology, Huashan Hospital, Fudan University, 12 Wulumuqi Zhong Road, Shanghai 200040, China
| | - Hai Yu
- Department of Neurology, Huashan Hospital, Fudan University, 12 Wulumuqi Zhong Road, Shanghai 200040, China
| | - Xiaoni Liu
- Institute of Neurology, Fudan University, 12 Wulumuqi Zhong Road, Shanghai 200040, China
| | - Xue Yu
- Department of Neurology, Huashan Hospital, Fudan University, 12 Wulumuqi Zhong Road, Shanghai 200040, China
| | - Xiang Zhang
- Department of Neurology, Huashan Hospital, Fudan University, 12 Wulumuqi Zhong Road, Shanghai 200040, China; Institute of Neurology, Fudan University, 12 Wulumuqi Zhong Road, Shanghai 200040, China
| | - Xiang Li
- Department of Neurology, Huashan Hospital, Fudan University, 12 Wulumuqi Zhong Road, Shanghai 200040, China
| | - Wenbo Yang
- Department of Neurology, Huashan Hospital, Fudan University, 12 Wulumuqi Zhong Road, Shanghai 200040, China
| | - Siqi Dong
- Department of Neurology, Huashan Hospital, Fudan University, 12 Wulumuqi Zhong Road, Shanghai 200040, China
| | - Yue Qiu
- Department of Neurology, Huashan Hospital, Fudan University, 12 Wulumuqi Zhong Road, Shanghai 200040, China
| | - Xiangjun Chen
- Department of Neurology, Huashan Hospital, Fudan University, 12 Wulumuqi Zhong Road, Shanghai 200040, China; Institute of Neurology, Fudan University, 12 Wulumuqi Zhong Road, Shanghai 200040, China.
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