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Cobanovic S, Blaabjerg M, Illes Z, Nissen MS, Nielsen CH, Kondziella D, Buhelt S, Mahler MR, Sellebjerg F, Romme Christensen J. Cerebrospinal fluid soluble CD27 is a sensitive biomarker of inflammation in autoimmune encephalitis. J Neurol Sci 2024; 466:123226. [PMID: 39278170 DOI: 10.1016/j.jns.2024.123226] [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: 10/31/2023] [Revised: 09/06/2024] [Accepted: 09/08/2024] [Indexed: 09/17/2024]
Abstract
BACKGROUND Autoimmune encephalitis (AE) comprises a group of rare, severe neuroinflammatory conditions. Current biomarkers of neuroinflammation are often normal in AE which therefore can be difficult to rule out in patients with seizures, cognitive and/or neuropsychiatric symptoms. Cerebrospinal fluid (CSF) soluble CD27 (sCD27) and soluble B-cell maturation antigen (sBCMA) have high sensitivity for neuroinflammation in other neuroinflammatory conditions. In this exploratory study we investigate the potential of sCD27 and sBCMA in CSF as biomarkers of neuroinflammation in AE. METHODS Concentrations of sCD27 and sBCMA were measured in CSF from 40 AE patients (20 patients were untreated (12 with anti-N-Methyl-d-Aspartate receptor antibodies (NMDA) and 8 with anti-Leucine-rich Glioma-Inactivated 1 antibodies (LGI1)), and 37 symptomatic controls (SCs). RESULTS CSF concentrations of sCD27 were increased in untreated NMDA AE patients (median 1571 pg/ml; p < 0.001) and untreated LGI1 AE patients (median 551 pg/ml; p < 0.05) compared to SCs (median 250 pg/ml). CSF sBCMA was increased in untreated NMDA AE patients (median 832 pg/ml) compared to SCs (median 429 pg/ml). CSF sCD27 and sBCMA correlated with the CSF cell count. Receiver operating characteristic curve analysis of untreated AE patients versus SCs showed an area under the curve of 0.97 for sCD27 and 0.76 for sBCMA. CONCLUSION CSF sCD27 is a suitable biomarker of neuroinflammation in AE with an ability to discriminate patients with NMDA AE and LGI1 AE from symptomatic controls. CSF sCD27 may be suited for ruling out AE and other neuroinflammatory conditions in the early phase of the diagnostic work-up.
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Affiliation(s)
- Stefan Cobanovic
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Valdemar Hansens Vej 1-23, 2600 Glostrup, Denmark
| | - Morten Blaabjerg
- Department of Neurology, Odense University Hospital, J. B. Winsløws Vej 4, 5000 Odense, Denmark; Department of Clinical Research, University of Southern Denmark, Campusvej 55, 5220, Odense, Denmark
| | - Zsolt Illes
- Department of Neurology, Odense University Hospital, J. B. Winsløws Vej 4, 5000 Odense, Denmark; Department of Clinical Research, University of Southern Denmark, Campusvej 55, 5220, Odense, Denmark
| | - Mette Scheller Nissen
- Department of Neurology, Odense University Hospital, J. B. Winsløws Vej 4, 5000 Odense, Denmark; Department of Clinical Research, University of Southern Denmark, Campusvej 55, 5220, Odense, Denmark
| | - Claus Henrik Nielsen
- Institute for Inflammation Research, Department of Rheumatology and Spine Disease, Copenhagen University Hospital, Ole Maaløes Vej 26, 2200 Copenhagen, Denmark
| | - Daniel Kondziella
- Department of Neurology, Rigshospitalet, Copenhagen University Hospital - Rigshospitalet, Inge Lehmanns Vej 8, 2100 Copenhagen, Denmark; Department of Clinical Medicine, University of Copenhagen, Blegdamsvej 3B, 2200 Copenhagen, Denmark
| | - Sophie Buhelt
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Valdemar Hansens Vej 1-23, 2600 Glostrup, Denmark
| | - Mie Reith Mahler
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Valdemar Hansens Vej 1-23, 2600 Glostrup, Denmark
| | - Finn Sellebjerg
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Valdemar Hansens Vej 1-23, 2600 Glostrup, Denmark; Department of Clinical Medicine, University of Copenhagen, Blegdamsvej 3B, 2200 Copenhagen, Denmark
| | - Jeppe Romme Christensen
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Valdemar Hansens Vej 1-23, 2600 Glostrup, Denmark.
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Hinsinger G, Du Trieu De Terdonck L, Urbach S, Salvetat N, Rival M, Galoppin M, Ripoll C, Cezar R, Laurent-Chabalier S, Demattei C, Agherbi H, Castelnovo G, Lehmann S, Rigau V, Marin P, Thouvenot E. CD138 as a Specific CSF Biomarker of Multiple Sclerosis. NEUROLOGY(R) NEUROIMMUNOLOGY & NEUROINFLAMMATION 2024; 11:e200230. [PMID: 38669615 PMCID: PMC11057439 DOI: 10.1212/nxi.0000000000200230] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Accepted: 01/30/2024] [Indexed: 04/28/2024]
Abstract
BACKGROUND AND OBJECTIVES The aim of this study was to identify novel biomarkers for multiple sclerosis (MS) diagnosis and prognosis, addressing the critical need for specific and prognostically valuable markers in the field. METHODS We conducted an extensive proteomic investigation, combining analysis of (1) CSF proteome from symptomatic controls, fast and slow converters after clinically isolated syndromes, and patients with relapsing-remitting MS (n = 10 per group) using label-free quantitative proteomics and (2) oligodendrocyte secretome changes under proinflammatory or proapoptotic conditions using stable isotope labeling by amino acids in cell culture. Proteins exhibiting differential abundance in both proteomic analyses were combined with other putative MS biomarkers, yielding a comprehensive list of 87 proteins that underwent quantification through parallel reaction monitoring (PRM) in a novel cohort, comprising symptomatic controls, inflammatory neurologic disease controls, and patients with MS at various disease stages (n = 10 per group). The 11 proteins that passed this qualification step were subjected to a new PRM assay within an expanded cohort comprising 158 patients with either MS at different disease stages or other inflammatory or noninflammatory neurologic disease controls. RESULTS This study unveiled a promising biomarker signature for MS, including previously established candidates, such as chitinase 3-like protein 1, chitinase 3-like protein 2, chitotriosidase, immunoglobulin kappa chain region C, neutrophil gelatinase-associated lipocalin, and CD27. In addition, we identified novel markers, namely cat eye syndrome critical region protein 1 (adenosine deaminase 2, a therapeutic target in multiple sclerosis) and syndecan-1, a proteoglycan, also known as plasma cell surface marker CD138 and acting as chitinase 3-like protein 1 receptor implicated in inflammation and cancer signaling. CD138 exhibited good diagnostic accuracy in distinguishing MS from inflammatory neurologic disorders (area under the curve [AUC] = 0.85, CI 0.75-0.95). CD138 immunostaining was also observed in the brains of patients with MS and cultured oligodendrocyte precursor cells but was absent in astrocytes. DISCUSSION These findings identify CD138 as a specific CSF biomarker for MS and suggest the selective activation of the chitinase 3-like protein 1/CD138 pathway within the oligodendrocyte lineage in MS. They offer promising prospects for improving MS diagnosis and prognosis by providing much-needed specificity and clinical utility. CLASSIFICATION OF EVIDENCE This study provides Class II evidence that CD138 distinguishes multiple sclerosis from other inflammatory neurologic disorders with an AUC of 0.85 (95% CI 0.75-0.95).
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Affiliation(s)
- Geoffrey Hinsinger
- From the IGF (G.H., L.D.T.D.T., S.U., M.R., M.G., C.R., P.M., E.T.), Université de Montpellier, CNRS, INSERM, Montpellier; Sys2Diag (N.S.), UMR 9005 CNRS / ALCEDIAG, Montpellier; Department of Neurology (M.R., H.A., G.C., E.T.), Nîmes University Hospital; IRMB (R.C.), Université de Montpellier, INSERM; Department of Immunology (R.C.), Nîmes University Hospital; Department of Biostatistics (S.L.-C., C.D.), Clinical Epidemiology, Public Health, and Innovation in Methodology, Nîmes University Hospital, Université de Montpellier; Biochemistry Department (S.L.), Hôpital Saint-Eloi; and Department of Pathology (V.R.), Montpellier University Hospital, France
| | - Lucile Du Trieu De Terdonck
- From the IGF (G.H., L.D.T.D.T., S.U., M.R., M.G., C.R., P.M., E.T.), Université de Montpellier, CNRS, INSERM, Montpellier; Sys2Diag (N.S.), UMR 9005 CNRS / ALCEDIAG, Montpellier; Department of Neurology (M.R., H.A., G.C., E.T.), Nîmes University Hospital; IRMB (R.C.), Université de Montpellier, INSERM; Department of Immunology (R.C.), Nîmes University Hospital; Department of Biostatistics (S.L.-C., C.D.), Clinical Epidemiology, Public Health, and Innovation in Methodology, Nîmes University Hospital, Université de Montpellier; Biochemistry Department (S.L.), Hôpital Saint-Eloi; and Department of Pathology (V.R.), Montpellier University Hospital, France
| | - Serge Urbach
- From the IGF (G.H., L.D.T.D.T., S.U., M.R., M.G., C.R., P.M., E.T.), Université de Montpellier, CNRS, INSERM, Montpellier; Sys2Diag (N.S.), UMR 9005 CNRS / ALCEDIAG, Montpellier; Department of Neurology (M.R., H.A., G.C., E.T.), Nîmes University Hospital; IRMB (R.C.), Université de Montpellier, INSERM; Department of Immunology (R.C.), Nîmes University Hospital; Department of Biostatistics (S.L.-C., C.D.), Clinical Epidemiology, Public Health, and Innovation in Methodology, Nîmes University Hospital, Université de Montpellier; Biochemistry Department (S.L.), Hôpital Saint-Eloi; and Department of Pathology (V.R.), Montpellier University Hospital, France
| | - Nicolas Salvetat
- From the IGF (G.H., L.D.T.D.T., S.U., M.R., M.G., C.R., P.M., E.T.), Université de Montpellier, CNRS, INSERM, Montpellier; Sys2Diag (N.S.), UMR 9005 CNRS / ALCEDIAG, Montpellier; Department of Neurology (M.R., H.A., G.C., E.T.), Nîmes University Hospital; IRMB (R.C.), Université de Montpellier, INSERM; Department of Immunology (R.C.), Nîmes University Hospital; Department of Biostatistics (S.L.-C., C.D.), Clinical Epidemiology, Public Health, and Innovation in Methodology, Nîmes University Hospital, Université de Montpellier; Biochemistry Department (S.L.), Hôpital Saint-Eloi; and Department of Pathology (V.R.), Montpellier University Hospital, France
| | - Manon Rival
- From the IGF (G.H., L.D.T.D.T., S.U., M.R., M.G., C.R., P.M., E.T.), Université de Montpellier, CNRS, INSERM, Montpellier; Sys2Diag (N.S.), UMR 9005 CNRS / ALCEDIAG, Montpellier; Department of Neurology (M.R., H.A., G.C., E.T.), Nîmes University Hospital; IRMB (R.C.), Université de Montpellier, INSERM; Department of Immunology (R.C.), Nîmes University Hospital; Department of Biostatistics (S.L.-C., C.D.), Clinical Epidemiology, Public Health, and Innovation in Methodology, Nîmes University Hospital, Université de Montpellier; Biochemistry Department (S.L.), Hôpital Saint-Eloi; and Department of Pathology (V.R.), Montpellier University Hospital, France
| | - Manon Galoppin
- From the IGF (G.H., L.D.T.D.T., S.U., M.R., M.G., C.R., P.M., E.T.), Université de Montpellier, CNRS, INSERM, Montpellier; Sys2Diag (N.S.), UMR 9005 CNRS / ALCEDIAG, Montpellier; Department of Neurology (M.R., H.A., G.C., E.T.), Nîmes University Hospital; IRMB (R.C.), Université de Montpellier, INSERM; Department of Immunology (R.C.), Nîmes University Hospital; Department of Biostatistics (S.L.-C., C.D.), Clinical Epidemiology, Public Health, and Innovation in Methodology, Nîmes University Hospital, Université de Montpellier; Biochemistry Department (S.L.), Hôpital Saint-Eloi; and Department of Pathology (V.R.), Montpellier University Hospital, France
| | - Chantal Ripoll
- From the IGF (G.H., L.D.T.D.T., S.U., M.R., M.G., C.R., P.M., E.T.), Université de Montpellier, CNRS, INSERM, Montpellier; Sys2Diag (N.S.), UMR 9005 CNRS / ALCEDIAG, Montpellier; Department of Neurology (M.R., H.A., G.C., E.T.), Nîmes University Hospital; IRMB (R.C.), Université de Montpellier, INSERM; Department of Immunology (R.C.), Nîmes University Hospital; Department of Biostatistics (S.L.-C., C.D.), Clinical Epidemiology, Public Health, and Innovation in Methodology, Nîmes University Hospital, Université de Montpellier; Biochemistry Department (S.L.), Hôpital Saint-Eloi; and Department of Pathology (V.R.), Montpellier University Hospital, France
| | - Renaud Cezar
- From the IGF (G.H., L.D.T.D.T., S.U., M.R., M.G., C.R., P.M., E.T.), Université de Montpellier, CNRS, INSERM, Montpellier; Sys2Diag (N.S.), UMR 9005 CNRS / ALCEDIAG, Montpellier; Department of Neurology (M.R., H.A., G.C., E.T.), Nîmes University Hospital; IRMB (R.C.), Université de Montpellier, INSERM; Department of Immunology (R.C.), Nîmes University Hospital; Department of Biostatistics (S.L.-C., C.D.), Clinical Epidemiology, Public Health, and Innovation in Methodology, Nîmes University Hospital, Université de Montpellier; Biochemistry Department (S.L.), Hôpital Saint-Eloi; and Department of Pathology (V.R.), Montpellier University Hospital, France
| | - Sabine Laurent-Chabalier
- From the IGF (G.H., L.D.T.D.T., S.U., M.R., M.G., C.R., P.M., E.T.), Université de Montpellier, CNRS, INSERM, Montpellier; Sys2Diag (N.S.), UMR 9005 CNRS / ALCEDIAG, Montpellier; Department of Neurology (M.R., H.A., G.C., E.T.), Nîmes University Hospital; IRMB (R.C.), Université de Montpellier, INSERM; Department of Immunology (R.C.), Nîmes University Hospital; Department of Biostatistics (S.L.-C., C.D.), Clinical Epidemiology, Public Health, and Innovation in Methodology, Nîmes University Hospital, Université de Montpellier; Biochemistry Department (S.L.), Hôpital Saint-Eloi; and Department of Pathology (V.R.), Montpellier University Hospital, France
| | - Christophe Demattei
- From the IGF (G.H., L.D.T.D.T., S.U., M.R., M.G., C.R., P.M., E.T.), Université de Montpellier, CNRS, INSERM, Montpellier; Sys2Diag (N.S.), UMR 9005 CNRS / ALCEDIAG, Montpellier; Department of Neurology (M.R., H.A., G.C., E.T.), Nîmes University Hospital; IRMB (R.C.), Université de Montpellier, INSERM; Department of Immunology (R.C.), Nîmes University Hospital; Department of Biostatistics (S.L.-C., C.D.), Clinical Epidemiology, Public Health, and Innovation in Methodology, Nîmes University Hospital, Université de Montpellier; Biochemistry Department (S.L.), Hôpital Saint-Eloi; and Department of Pathology (V.R.), Montpellier University Hospital, France
| | - Hanane Agherbi
- From the IGF (G.H., L.D.T.D.T., S.U., M.R., M.G., C.R., P.M., E.T.), Université de Montpellier, CNRS, INSERM, Montpellier; Sys2Diag (N.S.), UMR 9005 CNRS / ALCEDIAG, Montpellier; Department of Neurology (M.R., H.A., G.C., E.T.), Nîmes University Hospital; IRMB (R.C.), Université de Montpellier, INSERM; Department of Immunology (R.C.), Nîmes University Hospital; Department of Biostatistics (S.L.-C., C.D.), Clinical Epidemiology, Public Health, and Innovation in Methodology, Nîmes University Hospital, Université de Montpellier; Biochemistry Department (S.L.), Hôpital Saint-Eloi; and Department of Pathology (V.R.), Montpellier University Hospital, France
| | - Giovanni Castelnovo
- From the IGF (G.H., L.D.T.D.T., S.U., M.R., M.G., C.R., P.M., E.T.), Université de Montpellier, CNRS, INSERM, Montpellier; Sys2Diag (N.S.), UMR 9005 CNRS / ALCEDIAG, Montpellier; Department of Neurology (M.R., H.A., G.C., E.T.), Nîmes University Hospital; IRMB (R.C.), Université de Montpellier, INSERM; Department of Immunology (R.C.), Nîmes University Hospital; Department of Biostatistics (S.L.-C., C.D.), Clinical Epidemiology, Public Health, and Innovation in Methodology, Nîmes University Hospital, Université de Montpellier; Biochemistry Department (S.L.), Hôpital Saint-Eloi; and Department of Pathology (V.R.), Montpellier University Hospital, France
| | - Sylvain Lehmann
- From the IGF (G.H., L.D.T.D.T., S.U., M.R., M.G., C.R., P.M., E.T.), Université de Montpellier, CNRS, INSERM, Montpellier; Sys2Diag (N.S.), UMR 9005 CNRS / ALCEDIAG, Montpellier; Department of Neurology (M.R., H.A., G.C., E.T.), Nîmes University Hospital; IRMB (R.C.), Université de Montpellier, INSERM; Department of Immunology (R.C.), Nîmes University Hospital; Department of Biostatistics (S.L.-C., C.D.), Clinical Epidemiology, Public Health, and Innovation in Methodology, Nîmes University Hospital, Université de Montpellier; Biochemistry Department (S.L.), Hôpital Saint-Eloi; and Department of Pathology (V.R.), Montpellier University Hospital, France
| | - Valérie Rigau
- From the IGF (G.H., L.D.T.D.T., S.U., M.R., M.G., C.R., P.M., E.T.), Université de Montpellier, CNRS, INSERM, Montpellier; Sys2Diag (N.S.), UMR 9005 CNRS / ALCEDIAG, Montpellier; Department of Neurology (M.R., H.A., G.C., E.T.), Nîmes University Hospital; IRMB (R.C.), Université de Montpellier, INSERM; Department of Immunology (R.C.), Nîmes University Hospital; Department of Biostatistics (S.L.-C., C.D.), Clinical Epidemiology, Public Health, and Innovation in Methodology, Nîmes University Hospital, Université de Montpellier; Biochemistry Department (S.L.), Hôpital Saint-Eloi; and Department of Pathology (V.R.), Montpellier University Hospital, France
| | - Philippe Marin
- From the IGF (G.H., L.D.T.D.T., S.U., M.R., M.G., C.R., P.M., E.T.), Université de Montpellier, CNRS, INSERM, Montpellier; Sys2Diag (N.S.), UMR 9005 CNRS / ALCEDIAG, Montpellier; Department of Neurology (M.R., H.A., G.C., E.T.), Nîmes University Hospital; IRMB (R.C.), Université de Montpellier, INSERM; Department of Immunology (R.C.), Nîmes University Hospital; Department of Biostatistics (S.L.-C., C.D.), Clinical Epidemiology, Public Health, and Innovation in Methodology, Nîmes University Hospital, Université de Montpellier; Biochemistry Department (S.L.), Hôpital Saint-Eloi; and Department of Pathology (V.R.), Montpellier University Hospital, France
| | - Eric Thouvenot
- From the IGF (G.H., L.D.T.D.T., S.U., M.R., M.G., C.R., P.M., E.T.), Université de Montpellier, CNRS, INSERM, Montpellier; Sys2Diag (N.S.), UMR 9005 CNRS / ALCEDIAG, Montpellier; Department of Neurology (M.R., H.A., G.C., E.T.), Nîmes University Hospital; IRMB (R.C.), Université de Montpellier, INSERM; Department of Immunology (R.C.), Nîmes University Hospital; Department of Biostatistics (S.L.-C., C.D.), Clinical Epidemiology, Public Health, and Innovation in Methodology, Nîmes University Hospital, Université de Montpellier; Biochemistry Department (S.L.), Hôpital Saint-Eloi; and Department of Pathology (V.R.), Montpellier University Hospital, France
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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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