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Dominguez-Mozo MI, Galán V, Ramió-Torrentà L, Quiroga A, Quintana E, Villar LM, Costa-Frossard L, Fernández-Velasco JI, Villarrubia N, Garcia-Martinez MA, Arroyo R, Alvarez-Lafuente R. A two-years real-word study with fingolimod: early predictors of efficacy and an association between EBNA-1 IgG titers and multiple sclerosis progression. Front Immunol 2024; 15:1384411. [PMID: 38911861 PMCID: PMC11190074 DOI: 10.3389/fimmu.2024.1384411] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Accepted: 05/23/2024] [Indexed: 06/25/2024] Open
Abstract
Background Although fingolimod, a sphingosine 1-phosphate receptor agonist, has shown to be an effective treatment reducing relapse rate and also slowing down the disability progression in relapsing-remitting multiple sclerosis (RRMS) patients, it is important to quickly identify those suboptimal responders. Objective The main objective was to assess different clinical, radiological, genetic and environmental factors as possible early predictors of response in MS patients treated with fingolimod for 24 months. The secondary objective was to analyze the possible contribution of the environmental factors analyzed to the progression and activity of the disease along the 2-years of follow-up. Methods A retrospective study with 151 patients diagnosed with MS, under fingolimod treatment for 24 months, with serum samples at initiation and six months later, and with clinical and radiological data at initiation and 24 months later, were included in the study. Clinical and radiological variables were collected to establish NEDA-3 (no evidence of disease activity: patients without relapses, disability progression and new T2 lesions or Gd+ lesions) and EDA (evidence of disease activity: patients with relapses and/or progression and/or new T2 lesions or gadolinium-positive [Gd+] lesions) conditions. Human leukocyte antigen II (HLA-II), EBNA-1 IgG and VCA IgG from Epstein-Barr virus (EBV) and antibody titers against Human herpesvirus 6A/B (HHV-6A/B) were also analyzed. Results A total of 151 MS patients fulfilled the inclusion criteria: 27.8% was NEDA-3 (37.5% among those previously treated with high efficacy therapies >24 months). The following early predictors were statistically significantly associated with NEDA-3 condition: sex (male; p=0.002), age at baseline (older; p=0.009), relapses 2-years before fingolimod initiation ≤1 (p=0.010), and absence of Gd+ lesions at baseline (p=0.006). Regarding the possible contribution of the environmental factors included in the study to the activity or the progression of the disease, we only found that EBNA-1 IgG titers decreased in 20.0% of PIRA (progression independent from relapse activity) patients vs. 73.3% of RAW (relapse-associated worsening) patients (p=0.006; O.R. = 11.0). Conclusion MS patients that are male, older, and with a low clinical and radiological activity at fingolimod initiation have a greater probability to reach NEDA-3 condition after two years with this therapy. An intriguing association of EBV with the progression of the disease has also been described, but it should be further study in a larger cohort to confirm these results.
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Affiliation(s)
- Maria Inmaculada Dominguez-Mozo
- Grupo de Investigación de Factores Ambientales en Enfermedades Degenerativas, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), Red de Enfermedades Inflamatorias (REI), Madrid, Spain
| | - Victoria Galán
- Servicio de Neurología, Hospital Universitario de Toledo, Toledo, Spain
| | - Lluís Ramió-Torrentà
- Neuroimmunology and Multiple Sclerosis Unit, Girona Biomedical Research Institute (IDIBGI), Doctor Josep Trueta University Hospital and Santa Caterina Hospital, Department of Medical Sciences, University of Girona, Red de Enfermedades Inflamatorias (REI), Girona, Spain
| | - Ana Quiroga
- Neuroimmunology and Multiple Sclerosis Unit (UNIEM), Girona Biomedical Research Institute (IDIBGI), Red de Enfermedades Inflamatorias (REI), Girona, Spain
| | - E. Quintana
- Girona Neuroimmunology and Multiple Sclerosis Unit (UNIEM), Girona Biomedical Research Institute (IDIBGI), Department of Medical Sciences, University of Girona, Girona, Spain
| | - Luisa María Villar
- Servicio de Inmunología, Hospital Universitario Ramón y Cajal, Red de Enfermedades Inflamatorias (REI), Madrid, Spain
| | - Lucienne Costa-Frossard
- Servicio de Neurología, Hospital Universitario Ramón y Cajal, Red de Enfermedades Inflamatorias (REI), Madrid, Spain
| | | | - Noelia Villarrubia
- Servicio de Inmunología, Hospital Universitario Ramón y Cajal, Red de Enfermedades Inflamatorias (REI), Madrid, Spain
| | - María Angel Garcia-Martinez
- Grupo de Investigación de Factores Ambientales en Enfermedades Degenerativas, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), Red de Enfermedades Inflamatorias (REI), Madrid, Spain
| | - Rafael Arroyo
- Departamento de Neurología, Hospital Universitario Quironsalud Madrid, Red Española de Esclerosis Múltiple (REEM), Madrid, Spain
| | - Roberto Alvarez-Lafuente
- Grupo de Investigación de Factores Ambientales en Enfermedades Degenerativas, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), Red de Enfermedades Inflamatorias (REI), Madrid, Spain
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Hatchwell E, Smith EB, Jalilzadeh S, Bruno CD, Taoufik Y, Hendel-Chavez H, Liblau R, Brassat D, Martin-Blondel G, Wiendl H, Schwab N, Cortese I, Monaco MC, Imberti L, Capra R, Oksenberg JR, Gasnault J, Stankoff B, Richmond TA, Rancour DM, Koralnik IJ, Hanson BA, Major EO, Chow CR, Eis PS. Progressive multifocal leukoencephalopathy genetic risk variants for pharmacovigilance of immunosuppressant therapies. Front Neurol 2022; 13:1016377. [PMID: 36588876 PMCID: PMC9795231 DOI: 10.3389/fneur.2022.1016377] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Accepted: 11/11/2022] [Indexed: 12/15/2022] Open
Abstract
Background Progressive multifocal leukoencephalopathy (PML) is a rare and often lethal brain disorder caused by the common, typically benign polyomavirus 2, also known as JC virus (JCV). In a small percentage of immunosuppressed individuals, JCV is reactivated and infects the brain, causing devastating neurological defects. A wide range of immunosuppressed groups can develop PML, such as patients with: HIV/AIDS, hematological malignancies (e.g., leukemias, lymphomas, and multiple myeloma), autoimmune disorders (e.g., psoriasis, rheumatoid arthritis, and systemic lupus erythematosus), and organ transplants. In some patients, iatrogenic (i.e., drug-induced) PML occurs as a serious adverse event from exposure to immunosuppressant therapies used to treat their disease (e.g., hematological malignancies and multiple sclerosis). While JCV infection and immunosuppression are necessary, they are not sufficient to cause PML. Methods We hypothesized that patients may also have a genetic susceptibility from the presence of rare deleterious genetic variants in immune-relevant genes (e.g., those that cause inborn errors of immunity). In our prior genetic study of 184 PML cases, we discovered 19 candidate PML risk variants. In the current study of another 152 cases, we validated 4 of 19 variants in both population controls (gnomAD 3.1) and matched controls (JCV+ multiple sclerosis patients on a PML-linked drug ≥ 2 years). Results The four variants, found in immune system genes with strong biological links, are: C8B, 1-57409459-C-A, rs139498867; LY9 (alias SLAMF3), 1-160769595-AG-A, rs763811636; FCN2, 9-137779251-G-A, rs76267164; STXBP2, 19-7712287-G-C, rs35490401. Carriers of any one of these variants are shown to be at high risk of PML when drug-exposed PML cases are compared to drug-exposed matched controls: P value = 3.50E-06, OR = 8.7 [3.7-20.6]. Measures of clinical validity and utility compare favorably to other genetic risk tests, such as BRCA1 and BRCA2 screening for breast cancer risk and HLA-B*15:02 pharmacogenetic screening for pharmacovigilance of carbamazepine to prevent Stevens-Johnson Syndrome and Toxic Epidermal Necrolysis. Conclusion For the first time, a PML genetic risk test can be implemented for screening patients taking or considering treatment with a PML-linked drug in order to decrease the incidence of PML and enable safer use of highly effective therapies used to treat their underlying disease.
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Affiliation(s)
- Eli Hatchwell
- Population Bio UK, Inc., Oxfordshire, United Kingdom,*Correspondence: Eli Hatchwell
| | | | | | | | - Yassine Taoufik
- Department of Hematology and Immunology, Hôpitaux Universitaires Paris-Saclay and INSERM 1186, Institut Gustave Roussy, Villejuif, France
| | - Houria Hendel-Chavez
- Department of Hematology and Immunology, Hôpitaux Universitaires Paris-Saclay and INSERM 1186, Institut Gustave Roussy, Villejuif, France
| | - Roland Liblau
- Infinity, Université Toulouse, CNRS, INSERM, UPS, Toulouse, France,Department of Immunology, CHU Toulouse, Hôpital Purpan, Toulouse, France
| | - David Brassat
- Infinity, Université Toulouse, CNRS, INSERM, UPS, Toulouse, France,Department of Immunology, CHU Toulouse, Hôpital Purpan, Toulouse, France
| | - Guillaume Martin-Blondel
- Infinity, Université Toulouse, CNRS, INSERM, UPS, Toulouse, France,Department of Infectious and Tropical Diseases, Toulouse University Hospital Center, Toulouse, France
| | - Heinz Wiendl
- Department of Neurology With Institute of Translational Neurology, University Hospital Münster, Münster, Germany
| | - Nicholas Schwab
- Department of Neurology With Institute of Translational Neurology, University Hospital Münster, Münster, Germany
| | - Irene Cortese
- Experimental Immunotherapeutics Unit, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, United States
| | - Maria Chiara Monaco
- Viral Immunology Section, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, United States
| | - Luisa Imberti
- Centro di Ricerca Emato-Oncologica AIL (CREA) and Diagnostic Department, ASST Spedali Civili of Brescia, Brescia, Italy
| | - Ruggero Capra
- Lombardia Multiple Sclerosis Network, Brescia, Italy
| | - Jorge R. Oksenberg
- Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, United States
| | - Jacques Gasnault
- Department of Internal Medicine, Hôpitaux Universitaires Paris-Sud, Le Kremlin-Bicêtre, France
| | - Bruno Stankoff
- Department of Neurology, Hôpital Saint-Antoine, Paris, France
| | | | | | - Igor J. Koralnik
- Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Barbara A. Hanson
- Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Eugene O. Major
- Laboratory of Molecular Medicine and Neuroscience, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, United States
| | | | - Peggy S. Eis
- Population Bio, Inc., New York, NY, United States,Peggy S. Eis
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Sriwastava S, Chaudhary D, Srivastava S, Beard K, Bai X, Wen S, Khalid SH, Lisak RP. Progressive multifocal leukoencephalopathy and sphingosine 1-phosphate receptor modulators used in multiple sclerosis: an updated review of literature. J Neurol 2021; 269:1678-1687. [PMID: 34800168 DOI: 10.1007/s00415-021-10910-1] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Revised: 11/11/2021] [Accepted: 11/15/2021] [Indexed: 01/04/2023]
Abstract
OBJECTIVE Progressive multifocal leukoencephalopathy (PML) is a serious viral infection associated with disease-modifying therapies (DMT) for multiple sclerosis (MS) including sphingosine 1-phosphate receptor (S1PR) modulators. The objective of this review was to investigate the characteristics of PML in MS patients associated with drugs of the S1PR modulator. METHODS We conducted a literature review and analysis of 24 patients from 12 publications in PubMed, SCOPUS and EMBASE. This is a descriptive analysis and study of characteristics of PML associated fingolimod and related S1PR modulator group of DMT. RESULTS A total of 24 cases of PML in MS patients treated with fingolimod were identified. Of these, 21 cases contained data regarding changes in the expanded disability status scale (EDSS). One case of PML in association with ozanimod treatment in a clinical trial was also identified. In PML cases associated with fingolimod, the mean age at the time of PML diagnosis was 50.91 ± 11.5 years. All patients were treated with fingolimod for more than 24 months. Compared to patients who improved or were stable, in terms of EDSS, after symptomatic management of PML, the non-improved groups were significantly older. There were no fatalities in either group during the reported follow-up period. CONCLUSION The incidence of PML appears to be extremely low in MS patients treated with S1PR modulators. Risk of PML increases with increase in duration of treatment with S1PR modulators like fingolimod, and increased age at the time of PML diagnosis is associated with worse prognosis.
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Affiliation(s)
- Shitiz Sriwastava
- Department of Neurology, Rockefeller Neuroscience Institute, West Virginia University School of Medicine, Morgantown, WV, 26506, USA.
- West Virginia Clinical and Translational Science Institute, Morgantown, WV, USA.
- Department of Neurology, Wayne State University, Detroit, MI, USA.
- School of Medicine, West Virginia University, Morgantown, WV, USA.
| | | | | | - Katherine Beard
- School of Medicine, West Virginia University, Morgantown, WV, USA
| | - Xue Bai
- Department of Biostatistics, West Virginia University, Morgantown, WV, USA
| | - Sijin Wen
- Department of Biostatistics, West Virginia University, Morgantown, WV, USA
| | - Syed Hassan Khalid
- Department of Neurology, Rockefeller Neuroscience Institute, West Virginia University School of Medicine, Morgantown, WV, 26506, USA
| | - Robert P Lisak
- Department of Neurology, Wayne State University, Detroit, MI, USA
- Department of Biochemistry, Microbiology and Immunology, Wayne State University, Detroit, MI, USA
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Hayashi F, Isobe N, Cossu D, Yokoyama K, Sakoda A, Matsushita T, Hattori N, Kira JI. Elevated mycobacterium avium subsp. paratuberculosis (MAP) antibody titer in Japanese multiple sclerosis. J Neuroimmunol 2021; 360:577701. [PMID: 34507015 DOI: 10.1016/j.jneuroim.2021.577701] [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] [Received: 05/17/2021] [Revised: 08/07/2021] [Accepted: 08/22/2021] [Indexed: 11/30/2022]
Abstract
To investigate whether antibody production against mycobacterium avium subsp. paratuberculosis (MAP) is related to clinical characteristics of multiple sclerosis (MS) and human leukocyte antigen (HLA) alleles, IgG antibody against three MAP peptides and two human peptides homologous to MAP were measured in sera from 103 MS patients and 50 healthy controls (HCs). MS patients had higher IgG levels against MAP2694295-303 (MAP2694-IgG) than HCs, while the other antibodies were comparable. Multivariate analysis demonstrated that higher MAP2694-IgG titers were associated with higher EDSS scores, but not with HLA alleles or dairy product consumption. Immune response against MAP may worsen MS disability.
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Affiliation(s)
- Fumie Hayashi
- Department of Neurology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Noriko Isobe
- Department of Neurology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Davide Cossu
- Department of Neurology, Juntendo University School of Medicine, Tokyo, Japan; Department of Biomedical Sciences, Division of Microbiology and Virology, University of Sassari, Italy
| | - Kazumasa Yokoyama
- Department of Neurology, Juntendo University School of Medicine, Tokyo, Japan
| | - Ayako Sakoda
- Department of Neurology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan; Department of Neurology, Brain and Nerve Center, Fukuoka Central Hospital, International University of Health and Welfare, Fukuoka, Japan
| | - Takuya Matsushita
- Department of Neurology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Nobutaka Hattori
- Department of Neurology, Juntendo University School of Medicine, Tokyo, Japan
| | - Jun-Ichi Kira
- Department of Neurology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan; Department of Neurology, Brain and Nerve Center, Fukuoka Central Hospital, International University of Health and Welfare, Fukuoka, Japan; Translational Neuroscience Center, Graduate School of Medicine, School of Pharmacy at Fukuoka, International University of Health and Welfare, Fukuoka, Japan.
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Hayashi F, Isobe N, Glanville J, Matsushita T, Maimaitijiang G, Fukumoto S, Watanabe M, Masaki K, Kira JI. A new clustering method identifies multiple sclerosis-specific T-cell receptors. Ann Clin Transl Neurol 2021; 8:163-176. [PMID: 33400858 PMCID: PMC7818280 DOI: 10.1002/acn3.51264] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2020] [Accepted: 11/06/2020] [Indexed: 02/06/2023] Open
Abstract
OBJECTIVE To characterize T-cell receptors (TCRs) and identify target epitopes in multiple sclerosis (MS). METHODS Peripheral blood mononuclear cells were obtained from 39 MS patients and 19 healthy controls (HCs). TCR repertoires for α/β/δ/γ chains, TCR diversity, and V/J usage were determined by next-generation sequencing. TCR β chain repertoires were compared with affectation status using a novel clustering method, Grouping of Lymphocyte Interactions by Paratope Hotspots (GLIPH). Cytomegalovirus (CMV)-IgG was measured in an additional 113 MS patients and 93 HCs. Regulatory T cells (Tregs) were measured by flow cytometry. RESULTS TCR diversity for all four chains decreased with age. TCRα and TCRβ diversity was higher in MS patients (P = 0.0015 and 0.024, respectively), even after age correction. TRAJ56 and TRBV4-3 were more prevalent in MS patients than in HCs (pcorr = 0.027 and 0.040, respectively). GLIPH consolidated 208,674 TCR clones from MS patients into 1,294 clusters, among which two candidate clusters were identified. The TRBV4-3 cluster was shared by HLA-DRB1*04:05-positive patients (87.5%) and predicted to recognize CMV peptides (CMV-TCR). MS Severity Score (MSSS) was lower in patients with CMV-TCR than in those without (P = 0.037). CMV-IgG-positivity was associated with lower MSSS in HLA-DRB1*04:05 carriers (P = 0.0053). HLA-DRB1*04:05-positive individuals demonstrated higher CMV-IgG titers than HLA-DRB1*04:05-negative individuals (P = 0.017). CMV-IgG-positive patients had more Tregs than CMV-IgG-negative patients (P = 0.054). INTERPRETATION High TCRα/TCRβ diversity, regardless of age, is characteristic of MS. Association of a CMV-recognizing TCR with mild disability indicates CMV's protective role in HLA-DRB1*04:05-positive MS.
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Affiliation(s)
- Fumie Hayashi
- Department of Neurology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Noriko Isobe
- Department of Neurology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Jacob Glanville
- Computational and Systems Immunology Program, Stanford University School of Medicine, Stanford, California, USA
| | - Takuya Matsushita
- Department of Neurology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | | | - Shoko Fukumoto
- Department of Neurology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Mitsuru Watanabe
- Department of Neurology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Katsuhisa Masaki
- Department of Neurology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Jun-Ichi Kira
- Department of Neurology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
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