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Kappos L, Fox RJ, Burcklen M, Freedman MS, Havrdová EK, Hennessy B, Hohlfeld R, Lublin F, Montalban X, Pozzilli C, Scherz T, D'Ambrosio D, Linscheid P, Vaclavkova A, Pirozek-Lawniczek M, Kracker H, Sprenger T. Ponesimod Compared With Teriflunomide in Patients With Relapsing Multiple Sclerosis in the Active-Comparator Phase 3 OPTIMUM Study: A Randomized Clinical Trial. JAMA Neurol 2021; 78:558-567. [PMID: 33779698 PMCID: PMC8008435 DOI: 10.1001/jamaneurol.2021.0405] [Citation(s) in RCA: 143] [Impact Index Per Article: 35.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Accepted: 01/28/2021] [Indexed: 12/12/2022]
Abstract
Importance To our knowledge, the Oral Ponesimod Versus Teriflunomide In Relapsing Multiple Sclerosis (OPTIMUM) trial is the first phase 3 study comparing 2 oral disease-modifying therapies for relapsing multiple sclerosis (RMS). Objective To compare the efficacy of ponesimod, a selective sphingosine-1-phosphate receptor 1 (S1P1) modulator with teriflunomide, a pyrimidine synthesis inhibitor, approved for the treatment of patients with RMS. Design, Setting, and Participants This multicenter, double-blind, active-comparator, superiority randomized clinical trial enrolled patients from April 27, 2015, to May 16, 2019, who were aged 18 to 55 years and had been diagnosed with multiple sclerosis per 2010 McDonald criteria, with a relapsing course from the onset, Expanded Disability Status Scale (EDSS) scores of 0 to 5.5, and recent clinical or magnetic resonance imaging disease activity. Interventions Patients were randomized (1:1) to 20 mg of ponesimod or 14 mg of teriflunomide once daily and the placebo for 108 weeks, with a 14-day gradual up-titration of ponesimod starting at 2 mg to mitigate first-dose cardiac effects of S1P1 modulators and a follow-up period of 30 days. Main Outcomes and Measures The primary end point was the annualized relapse rate. The secondary end points were the changes in symptom domain of Fatigue Symptom and Impact Questionnaire-Relapsing Multiple Sclerosis (FSIQ-RMS) at week 108, the number of combined unique active lesions per year on magnetic resonance imaging, and time to 12-week and 24-week confirmed disability accumulation. Safety and tolerability were assessed. Exploratory end points included the percentage change in brain volume and no evidence of disease activity (NEDA-3 and NEDA-4) status. Results For 1133 patients (567 receiving ponesimod and 566 receiving teriflunomide; median [range], 37.0 [18-55] years; 735 women [64.9%]), the relative rate reduction for ponesimod vs teriflunomide in the annualized relapse rate was 30.5% (0.202 vs 0.290; P < .001); the mean difference in FSIQ-RMS, -3.57 (-0.01 vs 3.56; P < .001); the relative risk reduction in combined unique active lesions per year, 56% (1.405 vs 3.164; P < .001); and the reduction in time to 12-week and 24-week confirmed disability accumulation risk estimates, 17% (10.1% vs 12.4%; P = .29) and 16% (8.1% vs 9.9; P = .37), respectively. Brain volume loss at week 108 was lower by 0.34% (-0.91% vs -1.25%; P < .001); the odds ratio for NEDA-3 achievement was 1.70 (25.0% vs 16.4%; P < .001). Incidence of treatment-emergent adverse events (502 of 565 [88.8%] vs 499 of 566 [88.2%]) and serious treatment-emergent adverse events (49 [8.7%] vs 46 [8.1%]) was similar for both groups. Treatment discontinuations because of adverse events was more common in the ponesimod group (49 of 565 [8.7%] vs 34 of 566 [6.0%]). Conclusions and Relevance In this study, ponesimod was superior to teriflunomide on annualized relapse rate reduction, fatigue, magnetic resonance imaging activity, brain volume loss, and no evidence of disease activity status, but not confirmed disability accumulation. The safety profile was in line with the previous safety observations with ponesimod and the known profile of other S1P receptor modulators. Trial Registration ClinicalTrials.gov Identifier: NCT02425644.
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Affiliation(s)
- Ludwig Kappos
- Neurology and Research Center for Clinical Neuroimmunology and Neuroscience Basel, Departments of Medicine, Clinical Research, Biomedicine and Biomedical Engineering University Hospital and University of Basel, Basel, Switzerland
| | | | - Michel Burcklen
- Actelion Pharmaceuticals, Part of Janssen Pharmaceutical Companies, Allschwil, Switzerland
| | - Mark S. Freedman
- Department of Medicine, University of Ottawa, The Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Eva K. Havrdová
- Department of Neurology, First Medical Faculty, Charles University, Prague, Czech Republic
| | - Brian Hennessy
- Actelion Pharmaceuticals, Part of Janssen Pharmaceutical Companies, Allschwil, Switzerland
| | - Reinhard Hohlfeld
- Institute of Clinical Neuroimmunology, Ludwig Maximilians University Munich, Munich, Germany
- Munich Cluster of Systems Neurology (SyNergy), Ludwig Maximilians University Munich, Munich, Germany
| | - Fred Lublin
- Icahn School of Medicine at Mount Sinai, New York, New York
| | - Xavier Montalban
- Department of Neurology-Neuroimmunology, Multiple Sclerosis Center of Catalonia, Vall d’Hebron University Hospital, Barcelona, Spain
| | - Carlo Pozzilli
- Sant’Andrea Multiple Sclerosis Centre, Sapienza University of Rome, Rome, Italy
| | - Tatiana Scherz
- Actelion Pharmaceuticals, Part of Janssen Pharmaceutical Companies, Allschwil, Switzerland
| | - Daniele D'Ambrosio
- Actelion Pharmaceuticals, Part of Janssen Pharmaceutical Companies, Allschwil, Switzerland
- Now with Clinical Research Department, Galapagos GmbH, Basel, Switzerland
| | - Philippe Linscheid
- Actelion Pharmaceuticals, Part of Janssen Pharmaceutical Companies, Allschwil, Switzerland
| | - Andrea Vaclavkova
- Actelion Pharmaceuticals, Part of Janssen Pharmaceutical Companies, Allschwil, Switzerland
| | | | - Hilke Kracker
- Actelion Pharmaceuticals, Part of Janssen Pharmaceutical Companies, Allschwil, Switzerland
| | - Till Sprenger
- Neurology and Research Center for Clinical Neuroimmunology and Neuroscience Basel, Departments of Medicine, Clinical Research, Biomedicine and Biomedical Engineering University Hospital and University of Basel, Basel, Switzerland
- DKD Helios Klinik Wiesbaden, Wiesbaden, Germany
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Tian X, Chen C, Ma L, Wei R, Li M, Wang X, Wu Y, Zhou Y, Cui Y. Efficacy and safety of rituximab in relapsing-remitting multiple sclerosis: A systematic review and meta-analysis. J Neuroimmunol 2020; 347:577317. [PMID: 32731048 DOI: 10.1016/j.jneuroim.2020.577317] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Revised: 07/02/2020] [Accepted: 07/03/2020] [Indexed: 01/30/2023]
Abstract
OBJECTIVE This study aimed to quantitatively review and summarize the effectiveness and safety of rituximab (RTX) treatment for patients with relapsing-remitting multiple sclerosis (RRMS). METHODS PubMed, Embase, the Cochrane Library, and ClinicalTrials.gov databases were searched, and studies were screened based on inclusion and exclusion criteria. Meta-analysis was conducted with Stata. Primary outcomes included annualized relapse rate (ARR) change from baseline and relapse-free rate (RFR) at week 24, 48, 72, and 96. Secondary outcomes included Expanded Disability Status Scale (EDSS) change from baseline, the proportion of patients with infusion-related events (IRE) after treatment, and the proportion of patients with infections after treatment. Study quality assessment was performed using the Newcastle-Ottawa Scale and Cochrane Collaboration's tool. RESULTS A total of 20 studies were included in this article and 13 of them were under quantitative synthesis. The 20 studies included 2020 patients suffering from RRMS. The overall absolute reduction in ARR of rituximab treatment in RRMS patients was 1.00 (95% confidence interval (CI) 0.83-1.17). And the overall RFRs at week 24, 48, 72, and 96 were 90.4%, 88.5%, 86.4% and 86.2%, respectively. The estimated reduction in EDSS score was 0.62 (95% CI 0.20-1.04). The overall proportion of IRE and infections were 31% and 33%, respectively. CONCLUSION Rituximab can improve relapse and disability conditions in patients with RRMS and has the potential for RRMS treatment. Additional evaluations on the safety of RTX is required.
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Affiliation(s)
- Xin Tian
- Department of Pharmacy, Peking University First Hospital, Beijing, China; Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University Health Science Center, Beijing, China
| | - Chaoyang Chen
- Department of Pharmacy, Peking University First Hospital, Beijing, China; Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University Health Science Center, Beijing, China
| | - Lingyun Ma
- Department of Pharmacy, Peking University First Hospital, Beijing, China
| | - Ran Wei
- Department of Pharmacy, Peking University First Hospital, Beijing, China
| | - Min Li
- Department of Pharmacy, Peking University First Hospital, Beijing, China; Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University Health Science Center, Beijing, China
| | - Xiaoqing Wang
- Department of Pharmacy, Peking University First Hospital, Beijing, China
| | - Ye Wu
- Department of Pediatrics, Peking University First Hospital, Beijing, China
| | - Ying Zhou
- Department of Pharmacy, Peking University First Hospital, Beijing, China; Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University Health Science Center, Beijing, China.
| | - Yimin Cui
- Department of Pharmacy, Peking University First Hospital, Beijing, China; Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University Health Science Center, Beijing, China.
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Curtin F, Porchet H, Glanzman R, Schneble HM, Vidal V, Audoli-Inthavong ML, Lambert E, Hartung HP. A placebo randomized controlled study to test the efficacy and safety of GNbAC1, a monoclonal antibody for the treatment of multiple sclerosis – Rationale and design. Mult Scler Relat Disord 2016; 9:95-100. [DOI: 10.1016/j.msard.2016.07.002] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2016] [Accepted: 07/01/2016] [Indexed: 01/22/2023]
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Vitaliti G, Matin N, Tabatabaie O, Di Traglia M, Pavone P, Lubrano R, Falsaperla R. Natalizumab in multiple sclerosis: discontinuation, progressive multifocal leukoencephalopathy and possible use in children. Expert Rev Neurother 2015; 15:1321-1341. [PMID: 26513633 DOI: 10.1586/14737175.2015.1102061] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
In the early 1990s, attention was drawn to the migration of immune cells into the central nervous system via the blood-brain barrier. The literature showed that lymphocytes binding to the endothelium were successfully inhibited by an antibody against α4β1 integrin. These biological findings resulted in the development of a humanized antibody to α4 integrin - natalizumab (NTZ) - to treat multiple sclerosis (MS). Here, we provide a systematic review and meta-analysis on the efficacy and safety of natalizumab, trying to answer the question whether its use may be recommended both in adult and in pediatric age groups as standard MS treatment. Our results highlight the improvement of clinical and radiological findings in treated patients (p < 0.005), confirming NTZ efficacy. Nevertheless, if NTZ is shown to be efficient, further studies should be performed to evaluate its safety and to target the MS profile that could benefit from this treatment.
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Affiliation(s)
- Giovanna Vitaliti
- a General Paediatrics Operative Unit , Policlinico-Vittorio-Emanuele University Hospital, University of Catania , Catania , Italy
| | - Nassim Matin
- b Tehran University of Medical Sciences , Tehran , Iran
| | | | - Mario Di Traglia
- c Department of Statistics , La Sapienza University of Rome , Rome , Italy
| | - Piero Pavone
- a General Paediatrics Operative Unit , Policlinico-Vittorio-Emanuele University Hospital, University of Catania , Catania , Italy
| | - Riccardo Lubrano
- d Paediatric Department, Paediatric Nephrology Operative Unit , Sapienza University of Rome , Rome , Italy
| | - Raffaele Falsaperla
- a General Paediatrics Operative Unit , Policlinico-Vittorio-Emanuele University Hospital, University of Catania , Catania , Italy
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Lavery AM, Verhey LH, Waldman AT. Outcome measures in relapsing-remitting multiple sclerosis: capturing disability and disease progression in clinical trials. Mult Scler Int 2014; 2014:262350. [PMID: 24883205 PMCID: PMC4026972 DOI: 10.1155/2014/262350] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2013] [Accepted: 02/25/2014] [Indexed: 11/24/2022] Open
Abstract
Multiple sclerosis (MS) is a chronic inflammatory and neurodegenerative disease that manifests as acute relapses and progressive disability. As a primary endpoint for clinical trials in MS, disability is difficult to both characterize and measure. Furthermore, the recovery from relapses and the rate of disability vary considerably among patients. Given these challenges, investigators have developed and studied the performance of various outcome measures and surrogate endpoints in MS clinical trials. This review defines the outcome measures and surrogate endpoints used to date in MS clinical trials and presents challenges in the design of both adult and pediatric trials.
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Affiliation(s)
- Amy M. Lavery
- Division of Neurology, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Leonard H. Verhey
- The Pediatric Demyelinating Disease Program, Program in Neuroscience & Mental Health, The Hospital for Sick Children, University of Toronto, Toronto, ON, Canada M5G 1X8
| | - Amy T. Waldman
- Division of Neurology, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
- Departments of Neurology and Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA 19104, USA
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van den Elskamp IJ, Knol DL, Uitdehaag BMJ, Barkhof F. Modeling MR imaging enhancing-lesion volumes in multiple sclerosis: application in clinical trials. AJNR Am J Neuroradiol 2011; 32:2093-7. [PMID: 22051810 DOI: 10.3174/ajnr.a2691] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE Although the number of enhancing lesions is the typical outcome measure of choice in clinical trials in MS, a potentially more sensitive and statistically more powerful outcome measure is the volume of enhancing lesions. In this study, we assessed the distribution and statistical power of the volume of enhancing brain lesions as an outcome measure by means of their required sample size, and we compared the results with the number of enhancing lesions. MATERIAL AND METHODS First, a literature search was performed to compare the effects of treatment on the number and volume of enhancing lesions. Then, a statistical model was proposed to describe the distribution of the volume of enhancing lesions in 2 datasets of patients with RRMS, and sample sizes for enhancing-lesion volume as primary outcome measure were calculated. RESULTS A mixture of the binomial and Weibull distribution was determined to model enhancing-lesion volumes in patients. Sample size calculations for enhancing-lesion volumes showed that approximately 94 patients per arm would be required to detect a combination of 20% decrease in lesion volume and 20% increase in patients without enhancing lesions, whereas calculations for enhancing-lesion counts showed that approximately 129 patients would be required to detect a 50% decrease. CONCLUSIONS The mixture of the binomial and Weibull distribution is a suitable approach in modeling new enhancing-lesion volumes in MS and yielded feasible sample size estimates for clinical trials, showing lesion volumes to be an advantageous outcome measure compared with lesion counts in terms of statistical power.
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Affiliation(s)
- I J van den Elskamp
- Department of Radiology, VU University Medical Center, Amsterdam, theNetherlands.
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Rice CM, Mallam EA, Whone AL, Walsh P, Brooks DJ, Kane N, Butler SR, Marks DI, Scolding NJ. Safety and feasibility of autologous bone marrow cellular therapy in relapsing-progressive multiple sclerosis. Clin Pharmacol Ther 2010; 87:679-85. [PMID: 20445531 DOI: 10.1038/clpt.2010.44] [Citation(s) in RCA: 63] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
In this phase I study, we assessed the safety and feasibility of intravenous, autologous bone marrow (BM) cell therapy, without immunosuppressive preconditioning, in six patients with clinically definite, relapsing-progressive multiple sclerosis (MS). Assessment of efficacy was a secondary objective and employed clinical disability rating scales, multimodal evoked potential (MMEP) recordings, and magnetic resonance imaging (MRI) scans. Cells were harvested, filtered and infused intravenously in a day-case procedure that was well tolerated by patients and was not associated with any serious adverse events (AEs). Over a period of 12 months after the therapy, clinical disability scores showed either no change (Extended Disability Status Score, EDSS) or improvement (MS impact scale-29, MSIS-29), and MMEPs showed neurophysiological improvement. MRI scans did not show any significant changes over a post-therapy period of 3 months. The lack of serious adverse effects and the suggestion of a beneficial effect in this small sample of patients with progressive disease justify conducting a larger phase II/III study to make a fuller assessment of the efficacy of mobilization of autologous BM in patients with MS.
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Affiliation(s)
- C M Rice
- Institute of Clinical Neurosciences, University of Bristol, Frenchay Hospital, Bristol, UK
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8
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Carter PH, Zhao Q. Clinically validated approaches to the treatment of autoimmune diseases. Expert Opin Investig Drugs 2010; 19:195-213. [PMID: 20050823 DOI: 10.1517/13543780903418452] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
IMPORTANCE OF THE FIELD Autoimmune diseases are pathological conditions in which "self-tolerance" has been broken, and an immune response has been mounted against the body's own tissues. More than seventy autoimmune diseases have been described, some of which are systemic and others of which are organ-specific. Although many of these diseases are rare, the collective prevalence of autoimmune diseases in the United States alone is between 5 and 8%, and is increasing. AREAS COVERED IN THIS REVIEW Herein, we review the exciting advances made during the past decade (1999 - 2009) in the development of clinically-validated agents for the treatment of autoimmune disease. We focus on five of the most prevalent conditions: rheumatoid arthritis, psoriasis, multiple sclerosis, Crohn's disease, and systemic lupus erythematosus. The discussion is largely restricted to agents - both small molecules and macromolecules - that have advanced through randomized, controlled clinical trials. WHAT THE READER WILL GAIN An overview of the pathogenesis of each disease is provided, along with a description of the therapies. Results from pivotal clinical trials are tabulated for four of the disease areas. We also provide summaries of experiences with both failed clinical trials and side effects observed during the course of clinical investigations. We conclude the review with thoughts on current challenges in the field and the prospect for future innovations. TAKE HOME MESSAGE During the past decade, some of the largest advances in the treatment of autoimmune disease have arisen from highly potent and selective macromolecule-based therapies (e.g. antibodies, recombinant proteins and fusion proteins). Together, these clinical experiences have provided insight into the critical mechanisms in autoimmune pathogenesis, including inflammatory cytokine release, T-cell migration and co-stimulation, and B-cell function.
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Affiliation(s)
- Percy H Carter
- Bristol-Myers Squibb Company, Research & Development, Rt. 206 & Province Line Road, Princeton, NJ 08543, USA.
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Gaspari M, Saletti D, Scandellari C, Stecchi S. Refining an Automatic EDSS Scoring Expert System for Routine Clinical Use in Multiple Sclerosis. ACTA ACUST UNITED AC 2009; 13:501-11. [DOI: 10.1109/titb.2008.926498] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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10
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van den Elskamp IJ, Knol DL, Uitdehaag BMJ, Barkhof F. The distribution of new enhancing lesion counts in multiple sclerosis: further explorations. Mult Scler 2009; 15:42-9. [DOI: 10.1177/1352458508096683] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Background A statistical distribution describing the number of new enhancing lesions seen on MRI in patients with MS is of great importance for improving the statistical methodology of clinical trials using new enhancing lesions as outcome measure. We examined whether there are superior alternatives for the currently proposed negative binomial (NB) distribution. Objective To determine the optimal statistical distribution describing new enhancing lesion counts from a selection of six conceivable models, and to assess the effect on the distribution of a treatment effect, varying follow-up duration and selection for activity at baseline. Methods The statistical NB, Poisson-Inverse Gaussian (P-IG), Poisson- Lognormal (P-LN), Neyman type A (NtA), Pólya-Aeppli (PA) and Zero Inflated Poisson (ZIP) distribution were fitted on new enhancing lesion data derived from one treated and two untreated cohorts of RRMS and relapsing SPMS patients and on subgroups of varying follow-up duration and selection for baseline activity. Measure of comparison was Akaike's information criterion (AIC). Results Both the subgroup analyses as well as a treatment had a noticeable effect on the distributional characteristics of new enhancing lesion counts. The NB distribution generally provided the most optimal fit, closely followed by the P-IG distribution and the P-LN distribution. Fits of the PA and NtA distribution were suboptimal, while the ZIP distribution was the least adequate for modelling new enhancing lesion counts. Conclusion The NB distribution is the optimal distribution for modelling new enhancing lesion counts, irrespective of the effect of treatment, follow-up duration or a baseline activity selection criterion.
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Affiliation(s)
- IJ van den Elskamp
- Department of Radiology, VU University Medical Center, Amsterdam, The Netherlands
| | - DL Knol
- Department of Clinical Epidemiology and Biostatistics, VU University Medical Center, Amsterdam, The Netherlands
| | - BMJ Uitdehaag
- Department of Clinical Epidemiology and Biostatistics, VU University Medical Center, Amsterdam, The Netherlands; Department of Neurology, VU University Medical Center, Amsterdam, The Netherlands
| | - F Barkhof
- Department of Radiology, VU University Medical Center, Amsterdam, The Netherlands
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D'Souza M, Kappos L, Czaplinski A. Reconsidering clinical outcomes in Multiple Sclerosis: Relapses, impairment, disability and beyond. J Neurol Sci 2008; 274:76-9. [DOI: 10.1016/j.jns.2008.08.023] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2008] [Revised: 08/14/2008] [Accepted: 08/15/2008] [Indexed: 11/28/2022]
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12
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Horsfield MA, Bakshi R, Rovaris M, Rocca MA, Dandamudi VSR, Valsasina P, Judica E, Lucchini F, Guttmann CRG, Sormani MP, Filippi M. Incorporating domain knowledge into the fuzzy connectedness framework: application to brain lesion volume estimation in multiple sclerosis. IEEE TRANSACTIONS ON MEDICAL IMAGING 2007; 26:1670-1680. [PMID: 18092737 DOI: 10.1109/tmi.2007.901431] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
A method for incorporating prior knowledge into the fuzzy connectedness image segmentation framework is presented. This prior knowledge is in the form of probabilistic feature distribution and feature size maps, in a standard anatomical space, and "intensity hints" selected by the user that allow for a skewed distribution of the feature intensity characteristics. The fuzzy affinity between pixels is modified to encapsulate this domain knowledge. The method was tested by using it to segment brain lesions in patients with multiple sclerosis, and the results compared to an established method for lesion outlining based on edge detection and contour following. With the fuzzy connections (FC) method, the user is required to identify each lesion with a mouse click, to provide a set of seed pixels. The algorithm then grows the features from the seeds to define the lesions as a set of objects with fuzzy connectedness above a preset threshold. The FC method gave improved interobserver reproducibility of lesion volumes, and the set of pixels determined to be lesion was more consistent compared to the contouring method. The operator interaction time required to evaluate one subject was reduced from an average of 111 min with contouring to 16 min with the FC method.
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Affiliation(s)
- Mark A Horsfield
- Department of Cardiovascular Sciences, University of Leicester, Leicester LE1 5WW, UK.
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13
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Multiple sclerosis therapy: An update on recently finished trials. J Neurol 2007; 254:1473-90. [DOI: 10.1007/s00415-007-0684-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2007] [Revised: 06/14/2007] [Accepted: 06/19/2007] [Indexed: 10/22/2022]
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Balatoni B, Storch MK, Swoboda EM, Schönborn V, Koziel A, Lambrou GN, Hiestand PC, Weissert R, Foster CA. FTY720 sustains and restores neuronal function in the DA rat model of MOG-induced experimental autoimmune encephalomyelitis. Brain Res Bull 2007; 74:307-16. [PMID: 17845905 DOI: 10.1016/j.brainresbull.2007.06.023] [Citation(s) in RCA: 125] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2007] [Accepted: 06/28/2007] [Indexed: 11/26/2022]
Abstract
FTY720 (fingolimod) is an oral sphingosine 1-phosphate (S1P) receptor modulator under development for the treatment of multiple sclerosis (MS). To elucidate its effects in the central nervous system (CNS), we compared functional parameters of nerve conductance in the DA rat model of myelin oligodendrocyte glycoprotein (MOG)-induced experimental autoimmune encephalomyelitis (EAE) after preventive and therapeutic treatment. We demonstrate that prophylactic therapy protected against the emergence of EAE symptoms, neuropathology, and disturbances to visual and somatosensory evoked potentials (VEP, SEP). Moreover, therapeutic treatment from day 25 to 45 markedly reversed paralysis in established EAE and normalized the electrophysiological responses, correlating with decreased demyelination in the brain and spinal cord. The effectiveness of FTY720 in this model is likely due to several contributing factors. Evidence thus far supports its role in the reduction of inflammation and preservation of blood-brain-barrier integrity. FTY720 may also act via S1P receptors in glial cells to promote endogenous repair mechanisms that complement its immunomodulatory action.
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MESH Headings
- Analysis of Variance
- Animals
- Body Weight/drug effects
- Body Weight/immunology
- Disease Models, Animal
- Electric Stimulation
- Encephalomyelitis, Autoimmune, Experimental/chemically induced
- Encephalomyelitis, Autoimmune, Experimental/drug therapy
- Encephalomyelitis, Autoimmune, Experimental/pathology
- Encephalomyelitis, Autoimmune, Experimental/physiopathology
- Evoked Potentials, Somatosensory/drug effects
- Evoked Potentials, Visual/drug effects
- Female
- Fingolimod Hydrochloride
- Immunosuppressive Agents/therapeutic use
- Longitudinal Studies
- Myelin Proteins
- Myelin-Associated Glycoprotein
- Myelin-Oligodendrocyte Glycoprotein
- Neural Conduction/drug effects
- Propylene Glycols/therapeutic use
- Rats
- Reaction Time/drug effects
- Sphingosine/analogs & derivatives
- Sphingosine/therapeutic use
- Spinal Cord/drug effects
- Spinal Cord/pathology
- Time Factors
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Affiliation(s)
- Balázs Balatoni
- Novartis Institutes for BioMedical Research, Brunner Strasse 59, A-1235, Vienna, Austria.
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Wang C, Gold BG, Kaler LJ, Yu X, Afentoulis ME, Burrows GG, Vandenbark AA, Bourdette DN, Offner H. Antigen-specific therapy promotes repair of myelin and axonal damage in established EAE. J Neurochem 2006; 98:1817-27. [PMID: 16899071 PMCID: PMC2175524 DOI: 10.1111/j.1471-4159.2006.04081.x] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Inflammation results in CNS damage in multiple sclerosis (MS) and experimental autoimmune encephalomyelitis (EAE), an animal model of MS. It is uncertain how much repair of injured myelin and axons can occur following highly selective anti-inflammatory therapy in EAE and MS. In this study, SJL/J mice with established EAE were treated successfully with an antigen-specific recombinant T cell receptor ligand (RTL), RTL401, a mouse I-A(s)/PLP-139-151 construct, after the peak of EAE. To define the mechanisms by which late application of RTL401 inhibits EAE, we evaluated mice at different time points to assess the levels of neuroinflammation and myelin and axon damage in their spinal cords. Our results showed that RTL401 administered after the peak of acute EAE induced a marked reduction in inflammation in the CNS, associated with a significant reduction of demyelination, axonal loss and ongoing damage. Electron microscopy showed that RTL-treated mice had reduced pathology compared with mice treated with vehicle and mice at the peak of disease, as demonstrated by a decrease in continued degeneration, increase in remyelinating axons and the presence of an increased number of small, presumably regenerative axonal sprouts. These findings indicate that RTL therapy targeting encephalitogenic T cells may promote CNS neuroregenerative processes.
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MESH Headings
- Animals
- Axons/ultrastructure
- Drug Administration Schedule
- Encephalomyelitis, Autoimmune, Experimental/immunology
- Encephalomyelitis, Autoimmune, Experimental/pathology
- Encephalomyelitis, Autoimmune, Experimental/physiopathology
- Encephalomyelitis, Autoimmune, Experimental/therapy
- Epitopes
- Female
- Immunotherapy
- Ligands
- Mice
- Mice, Inbred Strains
- Microscopy, Electron
- Myelin Sheath/ultrastructure
- Nerve Regeneration/drug effects
- Receptors, Antigen, T-Cell/metabolism
- Recombinant Fusion Proteins/administration & dosage
- Recombinant Fusion Proteins/immunology
- Recombinant Fusion Proteins/therapeutic use
- Recombinant Proteins/therapeutic use
- Spinal Cord/ultrastructure
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Affiliation(s)
- Chunhe Wang
- Neuroimmunology Research, Veterans Affairs Medical Center, Portland, Oregon, USA.
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Becher B, Bechmann I, Greter M. Antigen presentation in autoimmunity and CNS inflammation: how T lymphocytes recognize the brain. J Mol Med (Berl) 2006; 84:532-43. [PMID: 16773356 DOI: 10.1007/s00109-006-0065-1] [Citation(s) in RCA: 165] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2005] [Accepted: 03/02/2006] [Indexed: 12/23/2022]
Abstract
The central nervous system (CNS) is traditionally viewed as an immune privileged site in which overzealous immune cells are prevented from doing irreparable damage. It was believed that immune responses occurring within the CNS could potentially do more damage than the initial pathogenic insult itself. However, virtually every aspect of CNS tissue damage, including degeneration, tumors, infection, and of course autoimmunity, involves a significant cellular inflammatory component. While the blood-brain barrier (BBB) inhibits diffusion of hydrophilic (immune) molecules across brain capillaries, activated lymphocytes readily pass the endothelial layer of postcapillary venules without difficulty. In classic neuro-immune diseases such as multiple sclerosis or acute disseminated encephalomyelitis, it is thought that neuroantigen-reactive lymphocytes, which have escaped immune tolerance, now invade the CNS and are responsible for tissue damage, demyelination, and axonal degeneration. The developed animal model for these disorders, experimental autoimmune encephalomyelitis (EAE), reflects many aspects of the human conditions. Studies in EAE proved that auto-reactive encephalitogenic T helper (Th) cells are responsible for the onset of the disease. Th cells recognize their cognate antigen (Ag) only when presented by professional Ag-presenting cells in the context of major histocompatibility complex class II molecules. The apparent target structures of EAE immunity are myelinating oligodendrocytes, which are not capable of presenting Ag to invading encephalitogenic T cells. A compulsory third party is thus required to mediate between the attacking T cells and the myelin-expressing target. This review will discuss the recent advances in this field of research and we will discuss the journey of an auto-reactive T cell from its site of activation into perivascular spaces and further into the target tissue.
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Affiliation(s)
- Burkhard Becher
- Neurology Department, Division for Neuroimmunology, University of Zurich, Winterthurerstrasse 190, CH-8057 Zurich, Switzerland.
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