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Gomez-Gaitan EA, Garcia-Ortega YE, Saldaña-Cruz AM, Contreras-Haro B, Gamez-Nava JI, Perez-Guerrero EE, Nava-Valdivia CA, Gallardo-Moya S, Martinez-Hernandez A, Gonzalez Lopez L, Rios-Gonzalez BE, Marquez-Pedroza J, Mendez-del Villar M, Esparza-Guerrero Y, Villagomez-Vega A, Macias Islas MA. Genetic Variant HLA-DRB1*0403 and Therapeutic Response to Disease-Modifying Therapies in Multiple Sclerosis: A Case-Control Study. Int J Mol Sci 2023; 24:14594. [PMID: 37834042 PMCID: PMC10572793 DOI: 10.3390/ijms241914594] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Revised: 09/06/2023] [Accepted: 09/14/2023] [Indexed: 10/15/2023] Open
Abstract
Multiple sclerosis (MS) is a chronic and demyelinating disease with an autoimmune origin, which leads to neurodegeneration and progressive disability. Approximately 30 to 50% of patients do not respond optimally to disease-modifying therapies (DMTs), and therapeutic response may be influenced by genetic factors such as genetic variants. Therefore, our study aimed to investigate the association of the HLA-DRB1*0403 genetic variant and therapeutic response to DMTs in MS. We included 105 patients with MS diagnosis. No evidence of disease activity based on the absence of clinical relapse, disability progression or radiological activity (NEDA-3) was used to classify the therapeutic response. Patients were classified as follows: (a) controls: patients who achieved NEDA-3; (b) cases: patients who did not achieve NEDA-3. DNA was extracted from peripheral blood leukocytes. HLA-DRB1*0403 genetic variant was analyzed by quantitative polymerase chain reaction (qPCR) using TaqMan probes. NEDA-3 was achieved in 86.7% of MS patients treated with DMTs. Genotype frequencies were GG 50.5%, GA 34.3%, and AA 15.2%. No differences were observed in the genetic variant AA between patients who achieved NEDA-3 versus patients who did not achieve NEDA-3 (48.7% vs. 43.1%, p = 0.6). We concluded that in Mexican patients with MS, HLA-DRB1*0403 was not associated with the therapeutic response to DMTs.
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Affiliation(s)
- Esteban Alejandro Gomez-Gaitan
- Pharmacology Doctoral Program, Physiology Department, University Center for Health Sciences, University of Guadalajara, Guadalajara 44340, Jalisco, Mexico; (E.A.G.-G.); (J.I.G.-N.); (S.G.-M.); (A.M.-H.); (L.G.L.); (Y.E.-G.)
| | - Yessica Eleanet Garcia-Ortega
- Neurology Department, Western National Medical Center, Mexican Social Security Institute, Guadalajara 44340, Jalisco, Mexico;
| | - Ana Miriam Saldaña-Cruz
- Institute of Experimental and Clinical Therapeutics, Physiology Department, University Center for Health Sciences, University of Guadalajara, Guadalajara 44340, Jalisco, Mexico;
| | - Betsabe Contreras-Haro
- Department of Biomedical Sciences, Tonala University Center, University of Guadalajara, Tonala 45425, Jalisco, Mexico; (B.C.-H.); (M.M.-d.V.); (A.V.-V.)
- Biomedical Research Unit 02, Mexican Social Security Institute, Guadalajara 44340, Jalisco, Mexico
| | - Jorge Ivan Gamez-Nava
- Pharmacology Doctoral Program, Physiology Department, University Center for Health Sciences, University of Guadalajara, Guadalajara 44340, Jalisco, Mexico; (E.A.G.-G.); (J.I.G.-N.); (S.G.-M.); (A.M.-H.); (L.G.L.); (Y.E.-G.)
- Institute of Experimental and Clinical Therapeutics, Physiology Department, University Center for Health Sciences, University of Guadalajara, Guadalajara 44340, Jalisco, Mexico;
| | - Emilio Edsaul Perez-Guerrero
- Institute of Biomedical Sciences, Department of Genetics and Molecular Physiology, University Center for Health Sciences, University of Guadalajara, Guadalajara 44340, Jalisco, Mexico;
| | - Cesar Arturo Nava-Valdivia
- Department of Microbiology and Pathology, University Center for Health Sciences, University of Guadalajara, Guadalajara 44340, Jalisco, Mexico;
| | - Sergio Gallardo-Moya
- Pharmacology Doctoral Program, Physiology Department, University Center for Health Sciences, University of Guadalajara, Guadalajara 44340, Jalisco, Mexico; (E.A.G.-G.); (J.I.G.-N.); (S.G.-M.); (A.M.-H.); (L.G.L.); (Y.E.-G.)
| | - Alejandra Martinez-Hernandez
- Pharmacology Doctoral Program, Physiology Department, University Center for Health Sciences, University of Guadalajara, Guadalajara 44340, Jalisco, Mexico; (E.A.G.-G.); (J.I.G.-N.); (S.G.-M.); (A.M.-H.); (L.G.L.); (Y.E.-G.)
| | - Laura Gonzalez Lopez
- Pharmacology Doctoral Program, Physiology Department, University Center for Health Sciences, University of Guadalajara, Guadalajara 44340, Jalisco, Mexico; (E.A.G.-G.); (J.I.G.-N.); (S.G.-M.); (A.M.-H.); (L.G.L.); (Y.E.-G.)
- Institute of Experimental and Clinical Therapeutics, Physiology Department, University Center for Health Sciences, University of Guadalajara, Guadalajara 44340, Jalisco, Mexico;
| | | | - Jazmin Marquez-Pedroza
- Neurosciences Division, Western Biomedical Research Center, Mexican Social Security Institute, Guadalajara 44340, Jalisco, Mexico;
| | - Miriam Mendez-del Villar
- Department of Biomedical Sciences, Tonala University Center, University of Guadalajara, Tonala 45425, Jalisco, Mexico; (B.C.-H.); (M.M.-d.V.); (A.V.-V.)
| | - Yussef Esparza-Guerrero
- Pharmacology Doctoral Program, Physiology Department, University Center for Health Sciences, University of Guadalajara, Guadalajara 44340, Jalisco, Mexico; (E.A.G.-G.); (J.I.G.-N.); (S.G.-M.); (A.M.-H.); (L.G.L.); (Y.E.-G.)
| | - Alejandra Villagomez-Vega
- Department of Biomedical Sciences, Tonala University Center, University of Guadalajara, Tonala 45425, Jalisco, Mexico; (B.C.-H.); (M.M.-d.V.); (A.V.-V.)
| | - Miguel Angel Macias Islas
- Neurosciences Departament, University Center for Health Sciences, University of Guadalajara, Guadalajara 44340, Jalisco, Mexico
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Härtl J, Hartberger J, Wunderlich S, Cordts I, Bafligil C, Sturm M, Westphal D, Haack T, Hemmer B, Ikenberg BD, Deschauer M. Exome-based gene panel analysis in a cohort of acute juvenile ischemic stroke patients:relevance of NOTCH3 and GLA variants. J Neurol 2023; 270:1501-1511. [PMID: 36411388 PMCID: PMC9971083 DOI: 10.1007/s00415-022-11401-7] [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: 06/20/2022] [Revised: 09/23/2022] [Accepted: 09/24/2022] [Indexed: 11/23/2022]
Abstract
BACKGROUND Genetic variants are considered to have a crucial impact on the occurrence of ischemic stroke. In clinical routine, the diagnostic value of next-generation sequencing (NGS) in the medical clarification of acute juvenile stroke has not been investigated so far. MATERIAL AND METHODS We analyzed an exome-based gene panel of 349 genes in 172 clinically well-characterized patients with magnetic resonance imaging (MRI)-proven, juvenile (age ≤ 55 years), ischemic stroke admitted to a single comprehensive stroke center. RESULTS Monogenetic diseases causing ischemic stroke were observed in five patients (2.9%): In three patients with lacunar stroke (1.7%), we identified pathogenic variants in NOTCH3 causing cerebral autosomal-dominant arteriopathy with subcortical infarcts and leukoencephalopathy (CADASIL). Hence, CADASIL was identified at a frequency of 12.5% in the lacunar stroke subgroup. Further, in two male patients (1.2%) suffering from lacunar and cardioembolic stroke, pathogenic variants in GLA causing Fabry's disease were present. Additionally, genetic variants in monogenetic diseases lacking impact on stroke occurrence, variants of unclear significance (VUS) in monogenetic diseases, and (cardiovascular-) risk genes in ischemic stroke were observed in a total of 15 patients (15.7%). CONCLUSION Genetic screening for Fabry's disease in cardioembolic and lacunar stroke as well as CADASIL in lacunar stroke might be beneficial in routine medical work-up of acute juvenile ischemic stroke.
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Affiliation(s)
- Johanna Härtl
- School of Medicine, Klinikum rechts der Isar, Department of Neurology, Technical University of Munich, Ismaningerstr. 22, 81675 Munich, Germany
| | - Julia Hartberger
- School of Medicine, Klinikum rechts der Isar, Department of Neurology, Technical University of Munich, Ismaningerstr. 22, 81675 Munich, Germany
| | - Silke Wunderlich
- School of Medicine, Klinikum rechts der Isar, Department of Neurology, Technical University of Munich, Ismaningerstr. 22, 81675 Munich, Germany
| | - Isabell Cordts
- School of Medicine, Klinikum rechts der Isar, Department of Neurology, Technical University of Munich, Ismaningerstr. 22, 81675 Munich, Germany
| | - Cemsel Bafligil
- School of Medicine, Klinikum rechts der Isar, Department of Neurology, Technical University of Munich, Ismaningerstr. 22, 81675 Munich, Germany
| | - Marc Sturm
- School of Medicine, Institute of Medical Genetics and Applied Genomics, Eberhard Karls University, Universitaetsklinikum Tuebingen, Tuebingen, Germany
| | | | - Dominik Westphal
- School of Medicine, Klinikum rechts der Isar, Department of Cardiology, Technical University of Munich, Munich, Germany ,School of Medicine, Klinikum rechts der Isar, Technical University of Munich, Institute of Human Genetics, Munich, Germany
| | - Tobias Haack
- School of Medicine, Institute of Medical Genetics and Applied Genomics, Eberhard Karls University, Universitaetsklinikum Tuebingen, Tuebingen, Germany ,School of Medicine, Centre for Rare Diseases, Eberhard Karls University, Universitaetsklinikum Tuebingen, Tuebingen, Germany
| | - Bernhard Hemmer
- School of Medicine, Klinikum rechts der Isar, Department of Neurology, Technical University of Munich, Ismaningerstr. 22, 81675 Munich, Germany ,Munich Cluster for Systems Neurology, (SyNergy), Munich, Germany
| | - Benno David Ikenberg
- School of Medicine, Klinikum rechts der Isar, Department of Neurology, Technical University of Munich, Ismaningerstr. 22, 81675 Munich, Germany
| | - Marcus Deschauer
- School of Medicine, Klinikum rechts der Isar, Department of Neurology, Technical University of Munich, Ismaningerstr. 22, 81675, Munich, Germany.
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Goris A, Vandebergh M, McCauley JL, Saarela J, Cotsapas C. Genetics of multiple sclerosis: lessons from polygenicity. Lancet Neurol 2022; 21:830-842. [PMID: 35963264 DOI: 10.1016/s1474-4422(22)00255-1] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Revised: 04/07/2022] [Accepted: 04/12/2022] [Indexed: 11/27/2022]
Abstract
Large-scale mapping studies have identified 236 independent genetic variants associated with an increased risk of multiple sclerosis. However, none of these variants are found exclusively in patients with multiple sclerosis. They are located throughout the genome, including 32 independent variants in the MHC and one on the X chromosome. Most variants are non-coding and seem to act through cell-specific effects on gene expression and splicing. The likely functions of these variants implicate both adaptive and innate immune cells in the pathogenesis of multiple sclerosis, provide pivotal biological insight into the causes and mechanisms of multiple sclerosis, and some of the variants implicated in multiple sclerosis also mediate risk of other autoimmune and inflammatory diseases. Genetics offers an approach to showing causality for environmental factors, through Mendelian randomisation. No single variant is necessary or sufficient to cause multiple sclerosis; instead, each increases total risk in an additive manner. This combined contribution from many genetic factors to disease risk, or polygenicity, has important consequences for how we interpret the epidemiology of multiple sclerosis and how we counsel patients on risk and prognosis. Ongoing efforts are focused on increasing cohort sizes, increasing diversity and detailed characterisation of study populations, and translating these associations into an understanding of the biology of multiple sclerosis.
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Affiliation(s)
- An Goris
- KU Leuven, Leuven Brain Institute, Department of Neurosciences, Laboratory for Neuroimmunology, Leuven, Belgium.
| | - Marijne Vandebergh
- KU Leuven, Leuven Brain Institute, Department of Neurosciences, Laboratory for Neuroimmunology, Leuven, Belgium
| | - Jacob L McCauley
- John P Hussman Institute for Human Genomics, Miller School of Medicine, University of Miami, Miami, FL, USA
| | - Janna Saarela
- Centre for Molecular Medicine Norway, University of Oslo, Oslo, Norway; Institute for Molecular Medicine Finland and Department of Clinical Genetics, Helsinki University Hospital, University of Helsinki, Helsinki, Finland; Department of Medical Genetics, Oslo University Hospital, Oslo, Norway
| | - Chris Cotsapas
- Departments of Neurology and Genetics, Yale School of Medicine, New Haven, CT, USA
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Matsoukas J, Deraos G, Kelaidonis K, Hossain MK, Feehan J, Tzakos AG, Matsoukas E, Topoglidis E, Apostolopoulos V. Myelin Peptide-Mannan Conjugate Multiple Sclerosis Vaccines: Conjugation Efficacy and Stability of Vaccine Ingredient. Vaccines (Basel) 2021; 9:vaccines9121456. [PMID: 34960201 PMCID: PMC8708491 DOI: 10.3390/vaccines9121456] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Revised: 11/29/2021] [Accepted: 12/02/2021] [Indexed: 12/17/2022] Open
Abstract
Myelin peptide–mannan conjugates have been shown to be potential vaccines in the immunotherapy of multiple sclerosis. The conjugates are comprised from the epitope peptide and the polysaccharide mannan which transfers as a carrier the antigenic peptide to dendritic cells that process and present antigenic peptides at their surface in complex with MHC class I or class II resulting in T-cell stimulation. The conjugation of antigenic peptide with mannan occurs through the linker (Lys–Gly)5, which connects the peptide with the oxidized mannose units of mannan. This study describes novel methods for the quantification of the vaccine ingredient peptide within the conjugate, a prerequisite for approval of clinical trials in the pursuit of multiple sclerosis therapeutics. Myelin peptides, such as MOG35–55, MBP83–99, and PLP131–145 in linear or cyclic form, as altered peptide ligands or conjugated to appropriate carriers, possess immunomodulatory properties in experimental models and are potential candidates for clinical trials.
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Affiliation(s)
- John Matsoukas
- Drug Discovery Laboratory, NewfvDrug, P.C., Patras Science Park, 26504 Patras, Greece; (G.D.); (K.K.); (E.M.)
- Institute for Health and Sport, Victoria University, Melbourne, VIC 3030, Australia; (M.K.H.); (J.F.)
- Department of Physiology and Pharmacology, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada
- Correspondence: (J.M.); (V.A.)
| | - George Deraos
- Drug Discovery Laboratory, NewfvDrug, P.C., Patras Science Park, 26504 Patras, Greece; (G.D.); (K.K.); (E.M.)
| | - Kostas Kelaidonis
- Drug Discovery Laboratory, NewfvDrug, P.C., Patras Science Park, 26504 Patras, Greece; (G.D.); (K.K.); (E.M.)
| | - Md Kamal Hossain
- Institute for Health and Sport, Victoria University, Melbourne, VIC 3030, Australia; (M.K.H.); (J.F.)
| | - Jack Feehan
- Institute for Health and Sport, Victoria University, Melbourne, VIC 3030, Australia; (M.K.H.); (J.F.)
| | - Andreas G. Tzakos
- Department of Chemistry, University of Ioannina, 45110 Ioannina, Greece;
| | - Elizabeth Matsoukas
- Drug Discovery Laboratory, NewfvDrug, P.C., Patras Science Park, 26504 Patras, Greece; (G.D.); (K.K.); (E.M.)
| | | | - Vasso Apostolopoulos
- Institute for Health and Sport, Victoria University, Melbourne, VIC 3030, Australia; (M.K.H.); (J.F.)
- Immunology Program, Australian Institute for Musculoskeletal Science (AIMSS), Melbourne, VIC 3021, Australia
- Correspondence: (J.M.); (V.A.)
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5
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Schlüter M, Oswald E, Winklmeier S, Meinl I, Havla J, Eichhorn P, Meinl E, Kümpfel T. Effects of Natalizumab Therapy on Intrathecal Immunoglobulin G Production Indicate Targeting of Plasmablasts. NEUROLOGY-NEUROIMMUNOLOGY & NEUROINFLAMMATION 2021; 8:8/5/e1030. [PMID: 34210800 PMCID: PMC8265584 DOI: 10.1212/nxi.0000000000001030] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/11/2020] [Accepted: 04/16/2021] [Indexed: 12/25/2022]
Abstract
OBJECTIVES To evaluate the long-term effects of natalizumab (NTZ) on different features of intrathecal immunoglobulin (Ig) synthesis in patients with multiple sclerosis (MS) and to quantify the expression of α4-integrin in stages of B-cell maturation. METHODS We combined a cross-sectional (49 NTZ-treated MS patients, mean treatment duration 5.1 years, and 47 untreated MS patients) and a longitudinal study (33 patients with MS before and during NTZ, mean treatment duration: 4.8 years), analyzing paired serum and CSF samples for IgG, IgA, and IgM levels, reactivity against selected viruses (measles virus, rubella virus, and varicella zoster virus [MRZ] reaction), and oligoclonal bands (OCBs). Banding patterns before and after therapy were directly compared by isoelectric focusing in 1 patient. In addition, we determined the expression of α4-integrin by FACS analysis on blood-derived B-cell subsets (plasmablasts, memory B cells, and naive B cells) of healthy controls. RESULTS In serum, NTZ decreased IgM and IgG, but not IgA, levels. IgM hypogammaglobulinemia occurred in 28% of NTZ-treated patients. In CSF, NTZ treatment resulted in a strong reduction of intrathecally produced IgG and, to a lesser extent, IgA, whereas IgM indices [(Ig CSF/Serum)/(Albumin CSF/Serum)] remained largely unchanged. Reduction of the IgG index correlated with NTZ treatment duration, as did serum IgM and IgA levels. MRZ reaction was unchanged and OCB persisted. Direct comparison of OCB pattern before and after NTZ revealed the persistence of individual bands. α4-Integrin expression was highest on plasmablasts (CD19+CD38+CD27+). CONCLUSION Our data indicate that NTZ reduces short-lived plasmablasts in the CNS compartment but has little effect on locally persisting long-lived plasma cells.
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Affiliation(s)
- Miriam Schlüter
- From the Institute of Clinical Neuroimmunology (M.S., E.O., S.W., I.M., J.H., E.M., T.K.), Biomedical Center and LMU Klinikum; and Institute of Laboratory Medicine (P.E.), LMU Klinikum, Munich, Germany
| | - Eva Oswald
- From the Institute of Clinical Neuroimmunology (M.S., E.O., S.W., I.M., J.H., E.M., T.K.), Biomedical Center and LMU Klinikum; and Institute of Laboratory Medicine (P.E.), LMU Klinikum, Munich, Germany
| | - Stephan Winklmeier
- From the Institute of Clinical Neuroimmunology (M.S., E.O., S.W., I.M., J.H., E.M., T.K.), Biomedical Center and LMU Klinikum; and Institute of Laboratory Medicine (P.E.), LMU Klinikum, Munich, Germany
| | - Ingrid Meinl
- From the Institute of Clinical Neuroimmunology (M.S., E.O., S.W., I.M., J.H., E.M., T.K.), Biomedical Center and LMU Klinikum; and Institute of Laboratory Medicine (P.E.), LMU Klinikum, Munich, Germany
| | - Joachim Havla
- From the Institute of Clinical Neuroimmunology (M.S., E.O., S.W., I.M., J.H., E.M., T.K.), Biomedical Center and LMU Klinikum; and Institute of Laboratory Medicine (P.E.), LMU Klinikum, Munich, Germany
| | - Peter Eichhorn
- From the Institute of Clinical Neuroimmunology (M.S., E.O., S.W., I.M., J.H., E.M., T.K.), Biomedical Center and LMU Klinikum; and Institute of Laboratory Medicine (P.E.), LMU Klinikum, Munich, Germany
| | - Edgar Meinl
- From the Institute of Clinical Neuroimmunology (M.S., E.O., S.W., I.M., J.H., E.M., T.K.), Biomedical Center and LMU Klinikum; and Institute of Laboratory Medicine (P.E.), LMU Klinikum, Munich, Germany
| | - Tania Kümpfel
- From the Institute of Clinical Neuroimmunology (M.S., E.O., S.W., I.M., J.H., E.M., T.K.), Biomedical Center and LMU Klinikum; and Institute of Laboratory Medicine (P.E.), LMU Klinikum, Munich, Germany.
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6
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Andlauer TFM, Link J, Martin D, Ryner M, Hermanrud C, Grummel V, Auer M, Hegen H, Aly L, Gasperi C, Knier B, Müller-Myhsok B, Jensen PEH, Sellebjerg F, Kockum I, Olsson T, Pallardy M, Spindeldreher S, Deisenhammer F, Fogdell-Hahn A, Hemmer B. Treatment- and population-specific genetic risk factors for anti-drug antibodies against interferon-beta: a GWAS. BMC Med 2020; 18:298. [PMID: 33143745 PMCID: PMC7641861 DOI: 10.1186/s12916-020-01769-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Accepted: 08/28/2020] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Upon treatment with biopharmaceuticals, the immune system may produce anti-drug antibodies (ADA) that inhibit the therapy. Up to 40% of multiple sclerosis patients treated with interferon β (IFNβ) develop ADA, for which a genetic predisposition exists. Here, we present a genome-wide association study on ADA and predict the occurrence of antibodies in multiple sclerosis patients treated with different interferon β preparations. METHODS We analyzed a large sample of 2757 genotyped and imputed patients from two cohorts (Sweden and Germany), split between a discovery and a replication dataset. Binding ADA (bADA) levels were measured by capture-ELISA, neutralizing ADA (nADA) titers using a bioassay. Genome-wide association analyses were conducted stratified by cohort and treatment preparation, followed by fixed-effects meta-analysis. RESULTS Binding ADA levels and nADA titers were correlated and showed a significant heritability (47% and 50%, respectively). The risk factors differed strongly by treatment preparation: The top-associated and replicated variants for nADA presence were the HLA-associated variants rs77278603 in IFNβ-1a s.c.- (odds ratio (OR) = 3.55 (95% confidence interval = 2.81-4.48), p = 2.1 × 10-26) and rs28366299 in IFNβ-1b s.c.-treated patients (OR = 3.56 (2.69-4.72), p = 6.6 × 10-19). The rs77278603-correlated HLA haplotype DR15-DQ6 conferred risk specifically for IFNβ-1a s.c. (OR = 2.88 (2.29-3.61), p = 7.4 × 10-20) while DR3-DQ2 was protective (OR = 0.37 (0.27-0.52), p = 3.7 × 10-09). The haplotype DR4-DQ3 was the major risk haplotype for IFNβ-1b s.c. (OR = 7.35 (4.33-12.47), p = 1.5 × 10-13). These haplotypes exhibit large population-specific frequency differences. The best prediction models were achieved for ADA in IFNβ-1a s.c.-treated patients. Here, the prediction in the Swedish cohort showed AUC = 0.91 (0.85-0.95), sensitivity = 0.78, and specificity = 0.90; patients with the top 30% of genetic risk had, compared to patients in the bottom 30%, an OR = 73.9 (11.8-463.6, p = 4.4 × 10-6) of developing nADA. In the German cohort, the AUC of the same model was 0.83 (0.71-0.92), sensitivity = 0.80, specificity = 0.76, with an OR = 13.8 (3.0-63.3, p = 7.5 × 10-4). CONCLUSIONS We identified several HLA-associated genetic risk factors for ADA against interferon β, which were specific for treatment preparations and population backgrounds. Genetic prediction models could robustly identify patients at risk for developing ADA and might be used for personalized therapy recommendations and stratified ADA screening in clinical practice. These analyses serve as a roadmap for genetic characterizations of ADA against other biopharmaceutical compounds.
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Affiliation(s)
- Till F M Andlauer
- Department of Neurology, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Ismaninger Str 22, 81675, Munich, Germany.
- Max Planck Institute of Psychiatry, Kraepelinstr 2-10, 80804, Munich, Germany.
| | - Jenny Link
- Department of Clinical Neuroscience, Karolinska Institutet, Visionsgatan 18, 17176, Stockholm, Sweden
| | - Dorothea Martin
- Department of Neurology, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Ismaninger Str 22, 81675, Munich, Germany
| | - Malin Ryner
- Department of Clinical Neuroscience, Karolinska Institutet, Visionsgatan 18, 17176, Stockholm, Sweden
| | - Christina Hermanrud
- Department of Clinical Neuroscience, Karolinska Institutet, Visionsgatan 18, 17176, Stockholm, Sweden
| | - Verena Grummel
- Department of Neurology, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Ismaninger Str 22, 81675, Munich, Germany
| | - Michael Auer
- Department of Neurology, Medical University of Innsbruck, Anichstr 35, 6020, Innsbruck, Austria
| | - Harald Hegen
- Department of Neurology, Medical University of Innsbruck, Anichstr 35, 6020, Innsbruck, Austria
| | - Lilian Aly
- Department of Neurology, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Ismaninger Str 22, 81675, Munich, Germany
- Institute of Experimental Neuroimmunology, Technical University of Munich, Trogerstr 9, 81675, Munich, Germany
| | - Christiane Gasperi
- Department of Neurology, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Ismaninger Str 22, 81675, Munich, Germany
| | - Benjamin Knier
- Department of Neurology, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Ismaninger Str 22, 81675, Munich, Germany
- Institute of Experimental Neuroimmunology, Technical University of Munich, Trogerstr 9, 81675, Munich, Germany
| | - Bertram Müller-Myhsok
- Max Planck Institute of Psychiatry, Kraepelinstr 2-10, 80804, Munich, Germany
- Institute of Translational Medicine, University of Liverpool, Crown Street, Liverpool, L69 3BX, UK
- Munich Cluster for Systems Neurology (SyNergy), Feodor-Lynen-Str. 17, 81377, Munich, Germany
| | | | - Finn Sellebjerg
- DMSC, Department of Neurology, Rigshospitalet, University of Copenhagen, 2100, Copenhagen, Denmark
| | - Ingrid Kockum
- Department of Clinical Neuroscience, Karolinska Institutet, Visionsgatan 18, 17176, Stockholm, Sweden
| | - Tomas Olsson
- Department of Clinical Neuroscience, Karolinska Institutet, Visionsgatan 18, 17176, Stockholm, Sweden
| | - Marc Pallardy
- Inflammation, Microbiome and Immunosurveillance, Université Paris-Saclay, INSERM, Faculté de Pharmacie, rue JB Clément, 92290, Châtenay-Malabry, France
| | - Sebastian Spindeldreher
- Novartis Institutes for Biomedical Research, Novartis Pharma AG, 4056, Basel, Switzerland
- Integrated Biologix GmbH, Steinenvorstadt 33, 4051, Basel, Switzerland
| | - Florian Deisenhammer
- Department of Neurology, Medical University of Innsbruck, Anichstr 35, 6020, Innsbruck, Austria
| | - Anna Fogdell-Hahn
- Department of Clinical Neuroscience, Karolinska Institutet, Visionsgatan 18, 17176, Stockholm, Sweden
| | - Bernhard Hemmer
- Department of Neurology, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Ismaninger Str 22, 81675, Munich, Germany.
- Munich Cluster for Systems Neurology (SyNergy), Feodor-Lynen-Str. 17, 81377, Munich, Germany.
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