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Bagnoud M, Remlinger J, Joly S, Massy M, Salmen A, Chan A, Karathanassis D, Evangelopoulos M, Hoepner R. Predicting glucocorticoid resistance in multiple sclerosis relapse via a whole blood transcriptomic analysis. CNS Neurosci Ther 2024; 30:e14484. [PMID: 37817393 PMCID: PMC10848073 DOI: 10.1111/cns.14484] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Revised: 08/30/2023] [Accepted: 09/20/2023] [Indexed: 10/12/2023] Open
Abstract
AIMS Treatment of multiple sclerosis (MS) relapses consists of short-term administration of high-dose glucocorticoids (GCs). However, over 40% of patients show an insufficient response to GC treatment. We aimed to develop a predictive model for such GC resistance. METHODS We performed a receiver operating characteristic (ROC) curve analysis following the transcriptomic assay of whole blood samples from stable, relapsing GC-sensitive and relapsing GC-resistant patients with MS in two different European centers. RESULTS We identified 12 genes being regulated during a relapse and differentially expressed between GC-sensitive and GC-resistant patients with MS. Using these genes, we defined a statistical model to predict GC resistance with an area under the curve (AUC) of the ROC analysis of 0.913. Furthermore, we observed that relapsing GC-resistant patients with MS have decreased GR, DUSP1, and TSC22D3 mRNA levels compared with relapsing GC-sensitive patients with MS. Finally, we showed that the transcriptome of relapsing GC-resistant patients with MS resembles those of stable patients with MS. CONCLUSION Predicting GC resistance would allow patients to benefit from prompt initiation of an alternative relapse treatment leading to increased treatment efficacy. Thus, we think our model could contribute to reducing disability development in people with MS.
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Affiliation(s)
- Maud Bagnoud
- Department of NeurologyInselspital, Bern University Hospital, University of BernBernSwitzerland
- Department of Biomedical ResearchUniversity of BernBernSwitzerland
| | - Jana Remlinger
- Department of NeurologyInselspital, Bern University Hospital, University of BernBernSwitzerland
- Department of Biomedical ResearchUniversity of BernBernSwitzerland
| | - Sandrine Joly
- Department of NeurologyInselspital, Bern University Hospital, University of BernBernSwitzerland
- Department of Biomedical ResearchUniversity of BernBernSwitzerland
| | - Marine Massy
- Department of NeurologyInselspital, Bern University Hospital, University of BernBernSwitzerland
- Department of Biomedical ResearchUniversity of BernBernSwitzerland
- Graduate School for Cellular and Biomedical SciencesUniversity of BernBernSwitzerland
| | - Anke Salmen
- Department of NeurologyInselspital, Bern University Hospital, University of BernBernSwitzerland
- Department of Biomedical ResearchUniversity of BernBernSwitzerland
| | - Andrew Chan
- Department of NeurologyInselspital, Bern University Hospital, University of BernBernSwitzerland
- Department of Biomedical ResearchUniversity of BernBernSwitzerland
| | - Dimitris Karathanassis
- Department of Neurology, Eginition HospitalNational and Kapodistrian University of AthensAthensGreece
| | | | - Robert Hoepner
- Department of NeurologyInselspital, Bern University Hospital, University of BernBernSwitzerland
- Department of Biomedical ResearchUniversity of BernBernSwitzerland
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Greenberg B, Giovannoni G. A place for biosimilars in the changing multiple sclerosis treatment landscape. Mult Scler Relat Disord 2023; 77:104841. [PMID: 37467536 DOI: 10.1016/j.msard.2023.104841] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2023] [Revised: 06/02/2023] [Accepted: 06/16/2023] [Indexed: 07/21/2023]
Abstract
BACKGROUND The treatment paradigm for multiple sclerosis (MS), particularly relapsing-remitting MS, is heavily reliant on biologic disease-modifying therapies (DMTs). However, the current cost of treatment acts as a significant barrier to access for patients. Over the next few years exclusivity periods for key biologic medicines used in MS are likely to end, opening the door for biosimilar medicines to enter the market. METHODS In this review, we discuss what biosimilar medicines are, and how the existing experience with biosimilar medicines across multiple therapy areas can inform the assimilation of biosimilar medicines into the MS treatment landscape in Europe and the US. RESULTS There is currently a lack of knowledge and awareness around the distinctions and similarities between small molecules, non-biological complex drugs, and biological medicines, as well as the different categories of follow-on successor medicines. These include biosimilar medicines that offer a matching efficacy and safety profile to the reference biologic. Understanding and recognition of the stringency of the approval pathways required for drug categories such as biosimilars are key in building confidence in treatment outcomes. For example, biosimilar medicines are sometimes perceived only as 'copies' of their reference biologic despite undergoing an extensive approval process requiring that no clinically meaningful differences are observed between the biosimilar medicine and the reference medicine. For MS, introduction of biosimilar medicines in the future will enable more people with MS to receive effective treatment, and also expand access to biologic DMTs in MS. Experiences from the use of biosimilars in multiple therapy areas have shown us that this can result in cost-saving benefits for a healthcare system. Introduction of biosimilar medicines in other therapy areas has also demonstrated the importance of appropriate, accurate education and information for their successful integration into clinical practice. CONCLUSION In order to realize optimized treatment outcomes in MS in coming years and to find the appropriate place for biosimilar medicines in the changing MS landscape, it is essential that clinicians and people with MS understand the fundamentals of biosimilars, their potential benefits and consistency of treatment provided by a biosimilar medicine, given the matching efficacy and safety profile to its reference medicine. As evidenced in other therapy areas, biosimilar medicines may reduce key barriers to access by providing a cost-effective alternative to the MS treatment arsenal, while providing the same treatment outcomes as reference biologics.
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Affiliation(s)
- Benjamin Greenberg
- Department of Neurology and Department of Pediatrics, UT Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390, USA.
| | - Gavin Giovannoni
- Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, Mile End Rd, Bethnal Green, London E1 4NS, United Kingdom
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Zhao M, Zhang Y, Wu J, Li X, Gao Y. Early urinary candidate biomarkers and clinical outcomes of intervention in a rat model of experimental autoimmune encephalomyelitis. ROYAL SOCIETY OPEN SCIENCE 2023; 10:230118. [PMID: 37621667 PMCID: PMC10445012 DOI: 10.1098/rsos.230118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 08/01/2023] [Indexed: 08/26/2023]
Abstract
Multiple sclerosis is a chronic autoimmune demyelinating disease of the central nervous system and is difficult to diagnose in early stages. Without homeostatic control, urine was reported to have the ability to accumulate early changes in the body. We expect that urinary proteome can reflect early changes in the nervous system. The early urinary proteome changes in a most employed multiple sclerosis rat model (experimental autoimmune encephalomyelitis) were analysed to explore early urinary candidate biomarkers, and early treatment of methylprednisolone was used to evaluate the therapeutic effect. Twenty-five urinary proteins were altered at day 7 when there were no clinical symptoms and obvious histological changes. Fourteen were reported to be differently expressed in the serum/cerebrospinal fluid/brain tissues of multiple sclerosis patients or animals such as angiotensinogen and matrix metallopeptidase 8. Functional analysis showed that the dysregulated proteins were associated with asparagine degradation, neuroinflammation and lipid metabolism. After the early treatment of methylprednisolone, the incidence of encephalomyelitis in the intervention group was only 1/13. This study demonstrates that urine may be a good source of biomarkers for the early detection of multiple sclerosis. These findings may provide important information for early diagnosis and intervention of multiple sclerosis in the future.
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Affiliation(s)
- Mindi Zhao
- Department of Laboratory Medicine, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, People's Republic of China
| | - Yameng Zhang
- Gene Engineering Drug and Biotechnology Beijing Key Laboratory, College of Life Sciences, Beijing Normal University, Beijing 100875, People's Republic of China
- Department of Pathology, Henan Provincial People's Hospital; People's Hospital of Zhengzhou University, Zhengzhou, Henan, People's Republic of China
| | - Jianqiang Wu
- Medical Research Center, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, People's Republic of China
| | - Xundou Li
- Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences/School of Basic Medicine, Peking Union Medical College, Beijing, People's Republic of China
| | - Youhe Gao
- Gene Engineering Drug and Biotechnology Beijing Key Laboratory, College of Life Sciences, Beijing Normal University, Beijing 100875, People's Republic of China
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Kantor D, Pham T, Patterson-Lomba O, Swallow E, Dua A, Gupte-Singh K. Cost Per Relapse Avoided for Ozanimod Versus Other Selected Disease-Modifying Therapies for Relapsing-Remitting Multiple Sclerosis in the United States. Neurol Ther 2023; 12:849-861. [PMID: 37000386 DOI: 10.1007/s40120-023-00463-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Accepted: 03/10/2023] [Indexed: 04/01/2023] Open
Abstract
INTRODUCTION This study assessed the cost-effectiveness of ozanimod compared with commonly used disease-modifying therapies (DMTs) for relapsing-remitting multiple sclerosis (RRMS). METHODS Annualized relapse rate (ARR) and safety data were obtained from a network meta-analysis (NMA) of clinical trials of RRMS treatments including ozanimod, fingolimod, dimethyl fumarate, teriflunomide, interferon beta-1a, interferon beta-1b, and glatiramer acetate. ARR-related number needed to treat (NNT) relative to placebo and annual total MS-related healthcare costs was used to estimate the incremental annual cost per relapse avoided with ozanimod vs each DMT. ARR and adverse event (AE) data were combined with drug costs and healthcare costs to manage relapses and AEs in order to estimate annual cost savings with ozanimod vs other DMTs, assuming a 1 million USD fixed treatment budget. RESULTS Treatment with ozanimod was associated with lower incremental annual healthcare costs to avoid a relapse, ranging from $843,684 vs interferon beta-1a (30 μg; 95% confidence interval [CI] - $1,431,619, - $255,749) to $72,847 (95% CI - $153,444, $7750) vs fingolimod. Compared with all other DMTs, ozanimod was associated with overall healthcare cost savings ranging from $8257 vs interferon beta-1a (30 μg) to $2178 vs fingolimod. Compared with oral DMTs, ozanimod was associated with annual cost savings of $6199 with teriflunomide 7 mg, $4737 with teriflunomide 14 mg, $2178 with fingolimod, and $2793 with dimethyl fumarate. CONCLUSION Treatment with ozanimod was associated with substantial reductions in annual drug costs and total MS-related healthcare costs to avoid relapses compared with other DMTs. In the fixed-budget analysis, ozanimod demonstrated a favorable cost-effective profile relative to other DMTs.
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Affiliation(s)
- Daniel Kantor
- Florida Atlantic University, Boca Raton, FL, USA
- Nova Southeastern University, Fort Lauderdale, FL, USA
- Penn Center for Global Health, University of Pennsylvania, Philadelphia, PA, USA
| | | | | | | | | | - Komal Gupte-Singh
- Bristol Myers Squibb, Princeton, NJ, USA.
- Bristol Myers Squibb, 3401 Princeton Pike, Lawrenceville, NJ, 08640, USA.
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Comparing traditional modeling approaches versus predictive analytics methods for predicting multiple sclerosis relapse. Mult Scler Relat Disord 2022; 57:103330. [PMID: 35158444 DOI: 10.1016/j.msard.2021.103330] [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: 09/02/2021] [Revised: 10/06/2021] [Accepted: 10/11/2021] [Indexed: 11/20/2022]
Abstract
OBJECTIVE This study compared traditional statistical methods to different predictive analytics methods on the endpoint of multiple sclerosis (MS) relapse. STUDY SETTING This is a secondary data analysis on four different MS Centers based on the third year of data, July 2019-June 2020. STUDY DESIGN The parent study is a two-part, 3-year clinical quality improvement prospective study that started in June 2017 and concluded in June 2020, and utilizes a prospective stepped-wedge randomized design. Binary logistic regression was compared with other machine learning models, specifically ridge, least absolute shrinkage and selection operator (LASSO), and random forest. DATA COLLECTION This study used electronic health record data extracted at the individual level and 'rolled up' to the system and population level. Inclusion criteria included participants aged 18 years or older, with MS presenting to any of the four centers, who entered the study in any quarter. Exclusion criteria included cases with missing or incorrectly input data and those who refused to participate in the study. PRINCIPAL FINDINGS When comparing relapse indices across models, random forest significantly outperformed logistic regression and other machine learning algorithms (ΔperfA =27.1%, ΔperfM =27.5%). However, for ΔperfF, logistic regression and random forest performed relatively the same. Ridge and LASSO outperformed logistic regression (ΔperfM1 =0.9%, ΔperfM2 =9.4%, ΔperfF2=25.8%, respectively). CONCLUSION Multiple sclerosis is a complex and costly chronic ("3C") condition that currently has no cure. In a condition like MS, which has an unpredictable course, the use of predictive analytics could help health systems learn better, faster, and to improve more effectively and predict rather than react to emerging health needs for people with MS. Comparing the predictability of relapse across various models with a predictive analytics framework can potentially change how we manage MS care.
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Kaplan J, Miller T, Baker M, Due B, Zhao E. Repository corticotropin injection improves quality metrics in an observational study of multiple sclerosis relapse. Neurodegener Dis Manag 2021; 11:469-476. [PMID: 34860120 DOI: 10.2217/nmt-2021-0030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Aim: To determine whether clinicians evaluate American Academy of Neurology (AAN) quality metrics for patients with multiple sclerosis (MS) relapse and whether repository corticotropin injection (RCI) improves clinical and patient-reported outcomes associated with these metrics at 2 and 6 months after treatment. Methods: A multicenter, prospective, observational registry evaluating patients receiving RCI for MS relapse (N = 125) categorized data according to AAN quality metrics involving diagnosis, disability, fatigue, cognitive impairment, depression, and quality of life. Results: Clinicians assessed all 11 AAN quality metrics in patients with MS relapse. Disability, fatigue, cognitive impairment, depression, and quality of life outcomes improved with RCI therapy. Conclusion: RCI was associated with improved quality metrics, and AAN guidelines were followed during routine RCI treatment for MS relapse.
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Affiliation(s)
- Jeffrey Kaplan
- Kansas City Multiple Sclerosis & Headache Center, Overland Park, KS 66212, USA
| | - Tamara Miller
- Advanced Neurology of Colorado, LLC, Fort Collins, CO 80528, USA
| | - Matthew Baker
- Collier Neurologic Specialists, LLC, Naples, FL 34105, USA
| | - Bryan Due
- Formerly of Mallinckrodt Pharmaceuticals, Hampton, NJ 08827, USA
| | - Enxu Zhao
- Mallinckrodt Pharmaceuticals, Hampton, NJ 08827, USA
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Hunter SF, Bindra J, Chopra I, Niewoehner J, Panaccio MP, Wan GJ. Cost-Effectiveness of Repository Corticotropin Injection for the Treatment of Acute Exacerbations in Multiple Sclerosis. CLINICOECONOMICS AND OUTCOMES RESEARCH 2021; 13:883-892. [PMID: 34675568 PMCID: PMC8523315 DOI: 10.2147/ceor.s330118] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Accepted: 09/22/2021] [Indexed: 11/23/2022] Open
Abstract
Background Relapses are common among patients with multiple sclerosis (MS) despite treatment with disease-modifying therapies. Repository corticotropin injection (RCI, Acthar® Gel), plasmapheresis (PMP), and intravenous immunoglobulin (IVIg) are alternative therapies for MS relapse. There is a dearth of economic assessments of these therapies for the acute exacerbations of MS. This study estimated the cost-effectiveness of RCI compared to PMP or IVIg. Methods A Markov state-transition model compared outcomes (costs, relapses, remission, and utilities) with RCI versus PMP or IVIg for the acute exacerbations in MS. The model was developed from the United States (US) payer and societal perspectives over one to three years. Patients initiated on alternative therapies were evaluated in one-day increments for the first 30 days during treatment. The model assumes the natural history of MS after treatment in the first month, adjusting for the effect of treatment. Incremental cost-effectiveness ratios (ICERs) were estimated as cost per quality-adjusted life-year (QALY) gained. The uncertainty in model parameters was evaluated in probabilistic sensitivity analyses. Results In the base case, RCI has an ICER of USD 42,078 per QALY compared to PMP over one year from the payer perspective and is dominant over two and three years; RCI is dominant compared to PMP from the societal perspective over all three years. Compared to IVIg, RCI is a dominant strategy from both payer and societal perspectives over all three years. Probabilistic sensitivity analysis supports the base case findings, suggesting that RCI may be cost-effective versus PMP and IVIg for acute exacerbations in MS. Conclusion RCI is a cost-effective alternative treatment for MS relapses compared to PMP and IVIg from the US payer and societal perspectives.
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Affiliation(s)
| | - Jas Bindra
- Falcon Research Group, North Potomac, MD, USA
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Freeman L, Kee A, Tian M, Mehta R. Retrospective Claims Analysis of Treatment Patterns, Relapse, Utilization, and Cost Among Patients with Multiple Sclerosis Initiating Second-Line Disease-Modifying Therapy. Drugs Real World Outcomes 2021; 8:497-508. [PMID: 34136997 PMCID: PMC8605953 DOI: 10.1007/s40801-021-00251-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/19/2021] [Indexed: 11/28/2022] Open
Abstract
Background Real-world studies of disease-modifying therapies (DMTs) in multiple sclerosis (MS) have reported suboptimal adherence. Objective We aimed to describe treatment patterns, relapses, healthcare resource utilization, and costs in MS patients experiencing their first observed DMT switch. Methods In this retrospective, claims database study, adult patients were selected if they had an MS diagnosis and DMT claim during the study period (1 January 2009–31 March 2019). Patients who switched to a new DMT between 1 January 2010 and 31 March 2018 were included. Adherence, persistence, relapses, and all-cause and MS-related healthcare utilization and costs were reported pre- and post-index. Results In total, 1554 MS patients were identified; the mean age was 46 years and most (74%) were female. The majority of patients switched from an injectable DMT (n = 1116; 71.8%), and patients generally switched to an oral DMT (n = 878; 57%). Among patients who switched DMTs, 46.0% (n = 715) were nonadherent, 42% (n = 645) were nonpersistent, and 21.5% (n = 334) relapsed in the 12 months post-switch. An increase in all-cause and MS-related healthcare costs was observed pre- to post-index for all patients. Cost drivers included outpatient visit costs and pharmacy prescriptions. Compared with patients who switched to an injectable DMT, those who switched to an oral DMT had significantly higher persistence and adherence. No significant difference was observed in post-index relapse or all-cause and MS-related total cost of care. Conclusion Low adherence and poor persistence remain following an initial DMT switch; however, patients who switched to oral DMTs had higher persistence and adherence. Supplementary Information The online version contains supplementary material available at 10.1007/s40801-021-00251-w. Multiple sclerosis (MS) is a disabling disease that is treated with disease-modifying therapies (DMTs). Little is known about how patients with MS take their medication, how disease progression may change with treatment, or what the impact of switching to a new DMT is on the cost of care. In an analysis of commercially insured individuals, patients with MS were examined before and after switching to a new DMT. Results showed that the patients most often switched from an injectable medication to an oral DMT; however, a large proportion of patients did not take the prescription as directed by their physician. Additionally, a large proportion of patients did not stay on their new therapy. Nearly one-third of patients experienced an MS relapse after they switched to a new treatment, and healthcare costs increased following the treatment switch. A higher proportion of patients switching to an oral DMT took their medication as prescribed by their physicians, stayed on therapy, and incurred smaller increases in cost compared with patients switching to injectable medications. Despite such improvements, additional treatments are needed for patients with MS.
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Affiliation(s)
- Leorah Freeman
- Health Discovery Building, Dell Medical School, The University of Texas at Austin, 1601 Trinity St, Austin, TX, 78701, USA.
| | | | - Marc Tian
- Bristol Myers Squibb, Princeton, NJ, USA
| | - Rina Mehta
- Bristol Myers Squibb, Princeton, NJ, USA
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Freeman L, Kee A, Tian M, Mehta R. Evaluating Treatment Patterns, Relapses, Healthcare Resource Utilization, and Costs Associated with Disease-Modifying Treatments for Multiple Sclerosis in DMT-Naïve Patients. CLINICOECONOMICS AND OUTCOMES RESEARCH 2021; 13:65-75. [PMID: 33519217 PMCID: PMC7837567 DOI: 10.2147/ceor.s288296] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Accepted: 12/27/2020] [Indexed: 11/23/2022] Open
Abstract
Purpose Early diagnosis and treatment of multiple sclerosis (MS) with disease-modifying therapy (DMT) can reduce relapse number and severity, which has cost implications. We describe treatment patterns, healthcare utilization, and cost among MS patients newly initiating DMTs (index). Patients and Methods DMT-naïve adults with 12 months' continuous enrollment pre- and post-index and ≥2 MS claims (2009‒2018) were identified from the Optum Clinformatics Data Mart database. Treatment adherence and persistence were measured as time on index DMT. Relapses were identified using a validated claims-based algorithm. All-cause and MS-related healthcare expenditures and utilization were captured pre- and post-index. Outcomes were stratified by route of administration. Multivariate analyses assessed differences in outcomes and costs. Results The analysis included 5906 MS patients (mean age, 46.6 years). The majority initiated injectable (63.5%) followed by oral (28.8%) and infusion (7.7%) DMTs. Post-index, 45.3% of patients were nonadherent and 39.4% were nonpersistent. Relapse rates decreased from pre- to post-index (oral: 24.3%‒16.1%; injectable: 25.0%‒17.1%; infusion: 29.3%‒15.5%). Post-index mean (SD) all-cause total costs were lowest with oral ($70,970 [$36,681]) vs injectable ($82,521 [$58,569]) and infusion ($80,871 [$49,627]) DMTs. MS-related total costs were lowest with oral ($65,149 [$65,133]) vs injectable ($76,197 [$60,204]) and infusion ($72,703 [$47,287]) DMTs. Multivariate analysis showed no differences between oral and injectable DMTs in adherence, persistence, or relapse rate; however, oral DMTs had significantly lower all-cause and MS-related costs. Conclusion With similar outcomes across DMT administration routes, initiating the least costly DMT may be warranted for many patients. In newly treated MS patients, the need exists to improve adherence and persistence.
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Affiliation(s)
- Leorah Freeman
- Dell Medical School, The University of Texas at Austin, TX, USA
| | | | - Marc Tian
- Bristol Myers Squibb, Princeton, NJ, USA
| | - Rina Mehta
- Bristol Myers Squibb, Princeton, NJ, USA
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Zahoor I, Rui B, Khan J, Datta I, Giri S. An emerging potential of metabolomics in multiple sclerosis: a comprehensive overview. Cell Mol Life Sci 2021; 78:3181-3203. [PMID: 33449145 PMCID: PMC8038957 DOI: 10.1007/s00018-020-03733-2] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2020] [Revised: 11/14/2020] [Accepted: 12/07/2020] [Indexed: 02/08/2023]
Abstract
Multiple sclerosis (MS) is an inflammatory demyelinating disease of the nervous system that primarily affects young adults. Although the exact etiology of the disease remains obscure, it is clear that alterations in the metabolome contribute to this process. As such, defining a reliable and disease-specific metabolome has tremendous potential as a diagnostic and therapeutic strategy for MS. Here, we provide an overview of studies aimed at identifying the role of metabolomics in MS. These offer new insights into disease pathophysiology and the contributions of metabolic pathways to this process, identify unique markers indicative of treatment responses, and demonstrate the therapeutic effects of drug-like metabolites in cellular and animal models of MS. By and large, the commonly perturbed pathways in MS and its preclinical model include lipid metabolism involving alpha-linoleic acid pathway, nucleotide metabolism, amino acid metabolism, tricarboxylic acid cycle, d-ornithine and d-arginine pathways with collective role in signaling and energy supply. The metabolomics studies suggest that metabolic profiling of MS patient samples may uncover biomarkers that will advance our understanding of disease pathogenesis and progression, reduce delays and mistakes in diagnosis, monitor the course of disease, and detect better drug targets, all of which will improve early therapeutic interventions and improve evaluation of response to these treatments.
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Affiliation(s)
- Insha Zahoor
- Department of Neurology, Henry Ford Hospital, Detroit, MI, 48202, USA. .,Department of Neurology, Henry Ford Hospital, Education & Research Building, Room 4023, 2799 W Grand Blvd, Detroit, MI, 48202, USA.
| | - Bin Rui
- Department of Neurology, Henry Ford Hospital, Detroit, MI, 48202, USA
| | - Junaid Khan
- Department of Neurology, Henry Ford Hospital, Detroit, MI, 48202, USA
| | - Indrani Datta
- Department of Public Health Sciences, Henry Ford Health System, Detroit, MI, 48202, USA
| | - Shailendra Giri
- Department of Neurology, Henry Ford Hospital, Detroit, MI, 48202, USA. .,Department of Neurology, Henry Ford Hospital, Education & Research Building, Room 4051, 2799 W Grand Blvd, Detroit, MI, 48202, USA.
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Annual Cost Burden by Level of Relapse Severity in Patients with Multiple Sclerosis. Adv Ther 2021; 38:758-771. [PMID: 33245532 PMCID: PMC7854428 DOI: 10.1007/s12325-020-01570-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Accepted: 11/11/2020] [Indexed: 12/19/2022]
Abstract
Introduction The severity of relapses varies in multiple sclerosis (MS) and may lead to a differential cost burden. This study aimed to characterize the direct healthcare costs associated with relapses in patients with MS by the level of relapse severity. Methods This retrospective analysis used claims data extracted from the MarketScan® Databases from January 1, 2013 to March 31, 2017 (study period January 1, 2012 to March 31, 2018). Adult patients with at least one diagnosis of MS and 12 months of continuous enrollment prior to the first MS diagnosis to 12 months after the index date were included. On the basis of the severity of the relapse, patients were stratified into three cohorts: severe relapse (SR), mild/moderate relapse (MMR), and no relapse (NR). All-cause and MS-related costs were analyzed during the 12-month follow-up period. Group differences were assessed using descriptive and multivariate statistical analyses. Results In total, 8775 patients with MS were analyzed: 6341 (72%) in the NR cohort, 1929 (22%) in the MMR cohort, and 505 (6%) in the SR cohort. Overall, patients were mostly female (76%), mean age was 50 years, and 25% were on a disease-modifying therapy. Mean (standard deviation [SD]) all-cause and MS-related costs among patients with a relapse were higher vs patients without a relapse (all-cause $66,489 [$56,264] vs $41,494 [$48,417]; MS-related $48,700 [$43,364] vs $24,730 [$33,821]). Among patients with a relapse, the mean (SD) all-cause costs were $87,979 [$65,991] vs $60,863 [$51,998] and MS-related costs were $69,586 ($51,187) vs $43,233 [$39,292] for patients in the SR vs MMR cohorts, respectively. A similar trend for increase in cost by relapse severity was observed in the adjusted analysis. Conclusion Total annual all-cause and MS-related costs increased with severity of the relapses. High-efficacy treatments might reduce the severity of the relapses, thereby reducing the cost of care in patients with MS.
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Kantor D, Mehta R, Pelletier C, Tian M, Noxon V, Johnson BH, Bonafede M. Treatment Patterns and Relapses Among Newly Treated Multiple Sclerosis Patients From a Retrospective Claims Analysis. Clin Ther 2020; 42:2136-2147.e3. [PMID: 33160682 DOI: 10.1016/j.clinthera.2020.09.014] [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: 08/03/2020] [Revised: 09/24/2020] [Accepted: 09/24/2020] [Indexed: 10/23/2022]
Abstract
PURPOSE Although all disease-modifying therapies (DMTs) reduce risk of relapse in multiple sclerosis (MS), many factors, including route of administration, influence selection of first-line DMT. Knowledge of real-world treatment patterns and effectiveness in reducing relapses across DMTs is important to understanding factors influencing this choice. This study sought to describe treatment patterns and relapses among newly treated adults with MS and by DMT route of administration (oral, injectable, and infusion). METHODS IBM MarketScan research databases were used to identify MS adults newly initiating DMTs (index event) from January 1, 2011-April 1, 2016, who had 12 months of continuous preindex and postindex medical and pharmacy benefits. Newly treated patients were those with ≥2 nondiagnostic claims with an International Classification of Diseases, Ninth Revision, Clinical Modification (340) or Tenth Revision, Clinical Modification (G35) code and no DMT prescription claims in the 12 months' preindex. Persistence and adherence were measured from index until the earliest of ≥60 days without DMT, switching DMTs, or end of follow-up. Relapses were defined using a validated claims-based algorithm and measured in the 12-month preindex and postindex periods. Regression analysis adjusting for patient characteristics and prior relapses was used to determine the association between DMT route of administration and odds of 12-month persistence, odds of postindex relapse, and number of postindex relapses. FINDINGS Of 9378 newly treated MS patients meeting inclusion criteria; average age was 46.7 years, and 73.3% were female. Most patients initiated an injectable (65.5%) or oral (26.1%) DMT. Relapses decreased markedly from preindex to postindex (32.9%-24.0%), which was highest among oral users (35.8%-21.6%). Patients with no (vs ≥3) relapses preindex were more likely to be relapse free postindex (81.6% vs 31.4%). Nonpersistence (39.1% overall) was lowest among oral users (33.4%) and higher among those with versus without a postindex relapse (50.6% vs 35.5%). Patients initiating oral versus injectable agents were more likely to be persistent at 12 months (odds ratio [OR], 1.45; p < 0.0001) and less likely to relapse (OR, 0.75; p < 0.0001) postindex. Switches were uncommon (~10%) across cohorts. Preindex relapses were associated with increased odds of postindex relapses (OR, 1.73; p < 0.0001) but not with odds of persistence at 12 months. IMPLICATIONS The 12-month nonpersistence rate was high among all MS patients but lower among oral users. Oral users were also less likely to relapse postindex. Despite the effectiveness of DMTs in reducing relapses, the low persistence, lack of switching to a new DMT, and continued relapses highlight an unmet need in the MS treatment landscape.
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Affiliation(s)
- Daniel Kantor
- Schmidt College of Medicine, Florida Atlantic University, Boca Raton, FL, USA
| | - Rina Mehta
- Bristol-Myers Squibb Company, Princeton, NJ, USA
| | | | - Marc Tian
- Bristol-Myers Squibb Company, Princeton, NJ, USA
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Cromie D, Mullan F, Hinchliff C, Miller M, McVerry F, McCarron MO. Secular trends in disease modifying treatment and expenditure in multiple sclerosis: A longitudinal population study in the north of Ireland. Mult Scler Relat Disord 2020; 45:102444. [PMID: 32799123 DOI: 10.1016/j.msard.2020.102444] [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: 06/06/2020] [Revised: 07/18/2020] [Accepted: 08/06/2020] [Indexed: 10/23/2022]
Abstract
BACKGROUND The epidemiology of multiple sclerosis (MS) is important for planning disease modifying therapy (DMT). Secular changes in the use of DMT in MS can guide future service development. METHODS A population study of the prevalence of multiple sclerosis was completed in the west of Northern Ireland - a defined geographic area making up the Western Health and Social Care Trust (WHSCT). The use, category and cost of DMT for the MS population in the WHSCT were measured over 11 years. RESULTS The WHSCT had a recorded prevalence of MS of 238.4/100,000 (95%CI 221.5-256.5) in 2018. DMT use increased over threefold in 11 years. Four hundred and nine (57%) of 720 MS patients were taking a DMT by 2018. The annual expenditure of DMT drugs had increased sixfold over ten years to £5,301,198 in 2018 (using 2018 prices), reflecting both an increase in DMT use and a switch to more intensive DMTs. Younger MS patients were more likely to be taking a DMT (P<0.001). CONCLUSION DMT use and cost have been increasing among the MS population in the Northern Ireland. There has been a temporal switch to more efficacious DMTs. Future research should monitor the cost-effectiveness and equity of treatment of MS patients.
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Affiliation(s)
- David Cromie
- Department of Neurology (FM, CH, MM, FMV, MMC) and Medicine, Altnagelvin Hospital, Derry, BT47 6SB, N. Ireland, UK
| | - Fiona Mullan
- Department of Neurology (FM, CH, MM, FMV, MMC) and Medicine, Altnagelvin Hospital, Derry, BT47 6SB, N. Ireland, UK
| | - Carole Hinchliff
- Department of Neurology (FM, CH, MM, FMV, MMC) and Medicine, Altnagelvin Hospital, Derry, BT47 6SB, N. Ireland, UK
| | - Megan Miller
- Department of Neurology (FM, CH, MM, FMV, MMC) and Medicine, Altnagelvin Hospital, Derry, BT47 6SB, N. Ireland, UK
| | - Ferghal McVerry
- Department of Neurology (FM, CH, MM, FMV, MMC) and Medicine, Altnagelvin Hospital, Derry, BT47 6SB, N. Ireland, UK
| | - Mark Owen McCarron
- Department of Neurology (FM, CH, MM, FMV, MMC) and Medicine, Altnagelvin Hospital, Derry, BT47 6SB, N. Ireland, UK.
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Ness NH, Schriefer D, Haase R, Ettle B, Ziemssen T. Real-World Evidence on the Societal Economic Relapse Costs in Patients with Multiple Sclerosis. PHARMACOECONOMICS 2020; 38:883-892. [PMID: 32363542 DOI: 10.1007/s40273-020-00917-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/15/2023]
Abstract
BACKGROUND Relapses are the hallmark of multiple sclerosis (MS). Analyses have shown that the cost of MS increases during periods of relapse. However, results are inconsistent between studies, possibly due to different study designs and the different implications of relapses with respect to patient characteristics. OBJECTIVES The aims were to estimate and describe direct and indirect relapse costs and to determine differences in costs with respect to patient characteristics. Furthermore, we describe the pharmacoeconomic impact during the relapse follow-up. METHODS Data were extracted from two German, multicenter, observational studies applying a validated resource costs instrument. Relapse costs were calculated as the difference in quarterly costs between propensity score (PS)-matched patients with and without relapses (1:1 ratio). For relapse active patients, we additionally calculated the difference between quarterly costs prior to and during relapse and determined costs in the post-relapse quarter. RESULTS Of 1882 patients, 607 (32%) presented at least one relapse. After PS-matching, 597 relapse active and relapse inactive patients were retained. Relapse costs (in 2019 values) ranged between €791 (age 50 + years) and €1910 (disease duration < 5 years). In mildly disabled and recently diagnosed patients, indirect relapse costs (range €1073-€1207) constantly outweighed direct costs (range €591-€703). The increase from prior quarter to relapse quarter was strongest for inpatient stays (+ 366%, €432; p < 0.001), day admissions (+ 228%, €57; p < 0.001), and absenteeism (127%, €463; p < 0.001). In the post-relapse quarter, direct costs and costs of absenteeism remained elevated for patients with relapse-associated worsening. CONCLUSION A recent diagnosis and mild disability lead to high relapse costs. The results suggest the necessity to incorporate patient characteristics when assessing relapse costs.
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Affiliation(s)
- Nils-Henning Ness
- MS Center, Center of Clinical Neuroscience, Department of Neurology, University Hospital Carl Gustav Carus, Fetscherstr. 74, 01307, Dresden, Germany
| | - Dirk Schriefer
- MS Center, Center of Clinical Neuroscience, Department of Neurology, University Hospital Carl Gustav Carus, Fetscherstr. 74, 01307, Dresden, Germany
| | - Rocco Haase
- MS Center, Center of Clinical Neuroscience, Department of Neurology, University Hospital Carl Gustav Carus, Fetscherstr. 74, 01307, Dresden, Germany
| | | | - Tjalf Ziemssen
- MS Center, Center of Clinical Neuroscience, Department of Neurology, University Hospital Carl Gustav Carus, Fetscherstr. 74, 01307, Dresden, Germany.
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Karampampa K, Gyllensten H, Yang F, Murley C, Friberg E, Hillert J, Alexanderson K. Healthcare, Sickness Absence, and Disability Pension Cost Trajectories in the First 5 Years After Diagnosis with Multiple Sclerosis: A Prospective Register-Based Cohort Study in Sweden. PHARMACOECONOMICS - OPEN 2020; 4:91-103. [PMID: 31187461 PMCID: PMC7018869 DOI: 10.1007/s41669-019-0150-3] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/15/2023]
Abstract
OBJECTIVES The aim was to longitudinally explore the healthcare, sickness absence (SA), and disability pension (DP) cost trajectories among newly diagnosed people with multiple sclerosis (MS), and investigate whether trajectories differ by year of MS diagnosis, sociodemographics, and multi-morbidity. METHODS People with MS in Sweden, aged 25-60 years and with a new MS diagnosis in the years 2006, 2007, 2008, or 2009 (four different cohorts) were identified in nationwide registers and followed prospectively for 5 years, determining the annual, per patient, direct (inpatient and specialised outpatient healthcare, co-payments, and dispensed drugs) and indirect (SA and DP) costs. Descriptive statistics and group-based trajectories were computed. RESULTS In total, 3272 people with new MS were identified. In all cohorts, direct costs increased the year after diagnosis and thereafter declined (e.g. from €8261 to €9128, and to €7953, 5 years after diagnosis, for the 2006 cohort). SA costs continuously decreased over 5 years, while DP costs increased (e.g. from €9795 to €2778 vs. from €7277 to €15,989, respectively, for the 2006 cohort). When pooling all cohorts, four trajectories of direct and indirect costs were identified. A total of 32.1% of people with MS had high direct and indirect costs, which first increased and then decreased; the contrary was seen for trajectories with low direct and indirect costs. CONCLUSIONS There is heterogeneity in the development of MS costs over time after diagnosis; decreasing cost trajectories could be associated with the use of innovative MS therapies, slowing disease progression over time.
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Affiliation(s)
- Korinna Karampampa
- Division of Insurance Medicine, Department of Clinical Neuroscience, Karolinska Institutet, 171 77, Stockholm, Sweden.
| | - Hanna Gyllensten
- Division of Insurance Medicine, Department of Clinical Neuroscience, Karolinska Institutet, 171 77, Stockholm, Sweden
- Institute of Health and Care Science, University of Gothenburg, SE-405 30, Gothenburg, Sweden
| | - Fei Yang
- Division of Insurance Medicine, Department of Clinical Neuroscience, Karolinska Institutet, 171 77, Stockholm, Sweden
| | - Chantelle Murley
- Division of Insurance Medicine, Department of Clinical Neuroscience, Karolinska Institutet, 171 77, Stockholm, Sweden
| | - Emilie Friberg
- Division of Insurance Medicine, Department of Clinical Neuroscience, Karolinska Institutet, 171 77, Stockholm, Sweden
| | - Jan Hillert
- Division of Insurance Medicine, Department of Clinical Neuroscience, Karolinska Institutet, 171 77, Stockholm, Sweden
| | - Kristina Alexanderson
- Division of Insurance Medicine, Department of Clinical Neuroscience, Karolinska Institutet, 171 77, Stockholm, Sweden
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Lasalvia P, Hernández F, Castañeda-Cardona C, Cuestas JA, Rosselli D. Cost-Effectiveness of Natalizumab Compared With Fingolimod for Relapsing-Remitting Multiple Sclerosis Treatment in Colombia. Value Health Reg Issues 2020; 23:13-18. [PMID: 31999987 DOI: 10.1016/j.vhri.2019.08.481] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2018] [Revised: 07/20/2019] [Accepted: 08/28/2019] [Indexed: 12/21/2022]
Abstract
OBJECTIVES Multiple sclerosis (MS) is a degenerative neurological disorder. Treatment aims to avoid relapses and disability progression. The purpose of this study was to evaluate the cost-effectiveness of natalizumab compared with fingolimod for treating highly active relapsing-remitting MS (RRMS) patients from the Colombian third-party payer perspective. METHODS We used a Markov economic model from the perspective of the Colombian healthcare system to estimate the cost-effectiveness of natalizumab compared with fingolimod for RRMS with high disease activity or failure of interferons as first-line therapy. This model was centered on disability progression and relapses. We considered a 5-year time horizon with a 5% discount rate. We included only direct medical costs. Local experts were consulted to obtain resource utilization estimates, and local standardized costing methodologies and sources were used. Outcome was considered in terms of quality-adjusted life-years (QALYs). Utilities were extracted or calculated from the literature. Transition probabilities were calculated from available efficacy and safety information (1 USD = 3050.98 COP). RESULTS Natalizumab showed lower total costs (USD 80 024 vs USD 98 137) and higher QALY yield (3.01 vs 2.94) than fingolimod, dominating it (incremental cost-effectiveness ratio = -$1861). Univariate sensitivity analysis showcased the relevance of the measures of effect on disability progression for natalizumab on model results. Probabilistic sensitivity analysis replicated base-case results in most simulations. CONCLUSIONS This study showed that natalizumab dominated fingolimod with lower costs and higher QALYs in patients with high-activity RRMS. These results are consistent with previous published international literature.
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Affiliation(s)
- Pieralessandro Lasalvia
- Clinical Epidemiology and Biostatistics Department, Pontificia Universidad Javeriana, Medical School, Bogota, Colombia
| | | | | | | | - Diego Rosselli
- Clinical Epidemiology and Biostatistics Department, Pontificia Universidad Javeriana, Medical School, Bogota, Colombia.
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Moccia M, Tajani A, Acampora R, Signoriello E, Corbisiero G, Vercellone A, Sergianni P, Pennino F, Lanzillo R, Palladino R, Capacchione A, Brescia Morra V, Lus G, Triassi M. Healthcare resource utilization and costs for multiple sclerosis management in the Campania region of Italy: Comparison between centre-based and local service healthcare delivery. PLoS One 2019; 14:e0222012. [PMID: 31536513 PMCID: PMC6752775 DOI: 10.1371/journal.pone.0222012] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2019] [Accepted: 08/20/2019] [Indexed: 11/18/2022] Open
Abstract
Background Multiple sclerosis (MS) requires multidisciplinary management. We evaluated differences in healthcare resource utilization and costs between Federico II and Vanvitelli MS Centres of Naples (Italy), representative of centralised (i.e., MS Care Unit) and local service-based models of multidisciplinary care, respectively. Methods We included MS patients continuously seen at the same local healthcare services and MS Centre (Federico II = 187; Vanvitelli = 90) from 2015 to 2017. Healthcare resources for MS treatment and management were collected and costs were calculated. Adherence was estimated as the rate of medication possession ratio (MPR) during 3-years of follow-up. Mixed-effect linear regression models were used to estimate differences in all outcomes between Federico II and Vanvitelli. Results Patients at Federico II had more consultations within the MS centre (p<0.001), blood tests (p<0.001), and psychological/cognitive evaluations (p = 0.040). Patients at Vanvitelli had more consultations at local services (p<0.001). Adherence was not-significantly lower at Vanvitelli (p = 0.060), compared with Federico II. Costs for MS treatment and management were 10.6% lower at Vanvitelli (12417.08±8448.32EUR) (95%CI = -19.0/-2.7%;p = 0.007), compared with Federico II (15318.57±10919.59EUR). Discussion Healthcare services were more complete (and expensive) at the Federico II centralised MS Care Unit, compared with the Vanvitelli local service-based organizational model. Future research should evaluate whether better integration between MS Centres and local services can lead to improved MS management and lower costs.
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Affiliation(s)
- Marcello Moccia
- Multiple Sclerosis Clinical Care and Research Centre, Department of Neuroscience, Reproductive Science and Odontostomatology, “Federico II” University, Naples, Italy
- Queen Square MS Centre, UCL Queen Square Institute of Neurology, University College London, London, United Kingdom
- * E-mail:
| | - Andrea Tajani
- Department of Public Health, “Federico II” University, Naples, Italy
| | - Rosa Acampora
- Primary Care and Local Service Unit, Local Healthcare Services “Napoli 3 Sud”, Naples, Italy
| | - Elisabetta Signoriello
- Multiple Sclerosis Centre, II Neurology Clinic, "Luigi Vanvitelli" University of Campania, Naples, Italy
| | - Guido Corbisiero
- Local Healthcare Service 57, Local Healthcare Services “Napoli 3 Sud”, Naples, Italy
| | - Adriano Vercellone
- Department of Pharmaceutics, Local Healthcare Services “Napoli 3 Sud”, Naples, Italy
| | - Primo Sergianni
- Primary Care and Local Service Unit, Local Healthcare Services “Napoli 3 Sud”, Naples, Italy
| | - Francesca Pennino
- Department of Public Health, “Federico II” University, Naples, Italy
| | - Roberta Lanzillo
- Multiple Sclerosis Clinical Care and Research Centre, Department of Neuroscience, Reproductive Science and Odontostomatology, “Federico II” University, Naples, Italy
| | - Raffaele Palladino
- Department of Public Health, “Federico II” University, Naples, Italy
- Department of Primary Care and Public Health, Imperial College, London, United Kingdom
| | - Antonio Capacchione
- Merck Serono S.p.A., an affiliate of Merck KGaA, Darmstadt, Germany, Via Casilina, Rome, Italy
| | - Vincenzo Brescia Morra
- Multiple Sclerosis Clinical Care and Research Centre, Department of Neuroscience, Reproductive Science and Odontostomatology, “Federico II” University, Naples, Italy
| | - Giacomo Lus
- Multiple Sclerosis Centre, II Neurology Clinic, "Luigi Vanvitelli" University of Campania, Naples, Italy
| | - Maria Triassi
- Department of Public Health, “Federico II” University, Naples, Italy
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Alowayesh MS, Ahmed SF, Al-Hashel J, Alroughani R. Economic burden of multiple sclerosis on Kuwait health care system. PLoS One 2019; 14:e0216646. [PMID: 31086393 PMCID: PMC6516657 DOI: 10.1371/journal.pone.0216646] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2018] [Accepted: 04/26/2019] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND Multiple Sclerosis (MS) is a chronic neurological disease with heavy economic and social burdens resulting in significant disability. OBJECTIVE This study aims to (1) measure the cost of health resources utilization by MS patients and (2) to examine the difference in utilization and its attributed costs amongst patients who may have a different course of MS and expanded disability status scale (EDSS) scores. METHODS A cross-sectional study using Kuwait National MS registry was conducted to estimate the costs of utilization of resources from 2011 to 2015. RESULTS Between the period 2011-2015, 1344 MS patients were included in the registry. The average annual cost per MS patient has increased from $10,271 in 2011 to $17,296 in 2015. Utilization of disease-modifying therapies (DMTs) was the main driver of costs reaching 89.9% in 2015. Throughout the five-year period, the occurrence of relapses decreased from 21.8% to 12.2% (p <0.0001). During this same period, ambulatory relapse treatment increased by 5.8% while hospitalizations decreased by 2.6%. Patients with a moderate EDSS score (3.5-6) had the highest average cost (p<0.0001) compared to mild and severe EDSS scores. CONCLUSIONS Multiple sclerosis has been a significant economic burden on the Kuwait healthcare system. DMTs are the main driver of cost.
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Affiliation(s)
- Maryam S. Alowayesh
- Department of Pharmacy Practice, School of Pharmacy, Kuwait University, Jabriya, Kuwait
| | - Samar F. Ahmed
- Department of Neurology, Ibn Sina Hospital, Sabah Medical Area, Kuwait
- Department of Neurology and Psychiatry, Minia University, Minia, Egypt
| | - Jasem Al-Hashel
- Department of Neurology, Ibn Sina Hospital, Sabah Medical Area, Kuwait
- Department of Medicine, Faculty of Medicine, Kuwait University, Jabriya, Kuwait
| | - Raed Alroughani
- Division of Neurology, Department of Medicine, Amiri Hospital, Sharq, Kuwait
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Palmer AJ, van der Mei I, Taylor BV, Clarke PM, Simpson S, Ahmad H. Modelling the impact of multiple sclerosis on life expectancy, quality-adjusted life years and total lifetime costs: Evidence from Australia. Mult Scler 2019; 26:411-420. [DOI: 10.1177/1352458519831213] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Objectives: To quantify life expectancy (LE), quality-adjusted life years (QALYs) and total lifetime societal costs for a hypothetical cohort of Australians with multiple sclerosis (MS). Methods: A 4-state Markov model simulated progression from no/mild to moderate and severe disability and death for a cohort of 35-year-old women over a lifetime horizon. Death risks were calculated from Australian life tables, adjusted by disability severity. State-dependent relapse probabilities and associated disutilities were considered. Probabilities of MS progression and relapse were estimated from AusLong and TasMSL MS epidemiological databases. Annual societal (direct and indirect) costs (2017 Australian dollars) and health-state utilities for each state were derived from the Australian MS Longitudinal Study. Costs were discounted at 5% annually. Results: Mean (95% confidence interval (CI)) LE from age 35 years was 42.7 (41.6–43.8) years. This was 7.5 years less than the general Australian population. Undiscounted QALYs were 28.2 (26.3–30.0), a loss of 13.1 QALYs versus the Australian population. Discounted lifetime costs were $942,754 ($347,856–$2,820,219). Conclusion: We have developed a health economics model of the progression of MS, calculating the impact of MS on LE, QALYs and lifetime costs in Australia. It will form the basis for future cost-effectiveness analyses of interventions for MS.
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Affiliation(s)
- Andrew J Palmer
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia; Melbourne School of Population and Global Health, University of Melbourne, Carlton VIC, Australia
| | - Ingrid van der Mei
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
| | - Bruce V Taylor
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
| | - Philip M Clarke
- Melbourne School of Population and Global Health, University of Melbourne, Carlton VIC, Australia
| | - Steve Simpson
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia; Melbourne School of Population and Global Health, University of Melbourne, Carlton VIC, Australia
| | - Hasnat Ahmad
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
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Visaria J, Thomas N, Gu T, Singer J, Tan H. Understanding the Patient's Journey in the Diagnosis and Treatment of Multiple Sclerosis in Clinical Practice. Clin Ther 2018; 40:926-939. [DOI: 10.1016/j.clinthera.2018.04.019] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2017] [Revised: 01/31/2018] [Accepted: 04/23/2018] [Indexed: 12/01/2022]
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Abstract
AIMS This paper evaluates the impact of multiple sclerosis (MS) in Ireland, and estimates the associated direct, indirect, and intangible costs to society based on a large nationally representative sample. MATERIALS AND METHODS A questionnaire was developed to capture the demographics, disease characteristics, healthcare use, informal care, employment, and wellbeing. Referencing international studies, standardized survey instruments were included (e.g. CSRI, MFIS-5, EQ-5D) or adapted (EDSS) for inclusion in an online survey platform. Recruitment was directed at people with MS via the MS Society mailing list and social media platforms, as well as in traditional media. The economic costing was primarily conducted using a 'bottom-up' methodology, and national estimates were achieved using 'prevalence-based' extrapolation. RESULTS A total of 594 people completed the survey in full. The sample had geographic, disease, and demographic characteristics indicating good representativeness. At an individual level, average societal cost was estimated at €47,683; the average annual costs for those with mild, moderate, and severe MS were calculated as €34,942, €57,857, and €100,554, respectively. For a total Irish MS population of 9,000, the total societal costs of MS amounted to €429m. Direct costs accounted for just 30% of the total societal costs, indirect costs amounted to 50% of the total, and intangible or QoL costs represented 20%. The societal cost associated with a relapse in the sample is estimated as €2,438. LIMITATIONS AND CONCLUSIONS The findings highlight that up to 70% of the total costs associated with MS are not routinely counted. These "hidden" costs are higher in Ireland than the rest of Europe, due in part to significantly lower levels of workforce participation, a higher likelihood of permanent workforce withdrawal, and higher levels of informal care needs. The relationship between disease progression and costs emphasize the societal importance of managing and slowing the progression of the illness.
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Affiliation(s)
- Peter Carney
- a University College Dublin , Dublin , Ireland
- b Novartis Ireland , Dublin , Ireland
| | | | | | - Christopher McGuigan
- a University College Dublin , Dublin , Ireland
- d St. Vincent's University Hospital , Dublin , Ireland
| | - Killian O'Rourke
- a University College Dublin , Dublin , Ireland
- e Mater Hospital , Dublin , Ireland
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Silva RBM, Greggio S, Venturin GT, da Costa JC, Gomez MV, Campos MM. Beneficial Effects of the Calcium Channel Blocker CTK 01512-2 in a Mouse Model of Multiple Sclerosis. Mol Neurobiol 2018; 55:9307-9327. [PMID: 29667130 DOI: 10.1007/s12035-018-1049-1] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2017] [Accepted: 03/27/2018] [Indexed: 12/30/2022]
Abstract
Voltage-gated calcium channels (VGCCs) play a critical role in neuroinflammatory diseases, such as multiple sclerosis (MS). CTK 01512-2 is a recombinant version of the peptide Phα1β derived from the spider Phoneutria nigriventer, which inhibits N-type VGCC/TRPA1-mediated calcium influx. We investigated the effects of this molecule in the mouse model of experimental autoimmune encephalomyelitis (EAE). The effects of CTK 01512-2 were compared to those displayed by ziconotide-a selective N-type VGCC blocker clinically used for chronic pain-and fingolimod-a drug employed for MS treatment. The intrathecal (i.t.) treatment with CTK 01512-2 displayed beneficial effects, by preventing nociception, body weight loss, splenomegaly, MS-like clinical and neurological scores, impaired motor coordination, and memory deficits, with an efficacy comparable to that observed for ziconotide and fingolimod. This molecule displayed a favorable profile on EAE-induced neuroinflammatory changes, including inflammatory infiltrate, demyelination, pro-inflammatory cytokine production, glial activation, and glucose metabolism in the brain and spinal cord. The recovery of spatial memory, besides a reduction of serum leptin levels, allied to central and peripheral elevation of the anti-inflammatory cytokine IL-10, was solely modulated by CTK 01512-2, dosed intrathecally. The intravenous (i.v.) administration of CTK 01512-2 also reduced the EAE-elicited MS-like symptoms, similarly to that seen in animals that received fingolimod orally. Ziconotide lacked any significant effect when dosed by i.v. route. Our results indicate that CTK 01512-2 greatly improved the neuroinflammatory responses in a mouse model of MS, with a higher efficacy when compared to ziconotide, pointing out this molecule as a promising adjuvant for MS management.
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Affiliation(s)
- Rodrigo B M Silva
- Escola de Medicina, Programa de Pós-Graduação em Medicina e Ciências da Saúde, Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), Porto Alegre, 90619-900, Brazil.,Escola de Ciências da Saúde, Centro de Toxicologia e Farmacologia, Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), Avenida Ipiranga, 6681, Porto Alegre, RS, 90619-900, Brazil
| | - Samuel Greggio
- Centro de Pesquisa Pré-Clínica, Instituto do Cérebro do Rio Grande do Sul - Brain Institute (BraIns), Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), Porto Alegre, 90610-000, Brazil.,Escola de Ciências da Saúde, Curso de Graduação em Biomedicina, Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), Porto Alegre, 90619-900, Brazil
| | - Gianina T Venturin
- Centro de Pesquisa Pré-Clínica, Instituto do Cérebro do Rio Grande do Sul - Brain Institute (BraIns), Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), Porto Alegre, 90610-000, Brazil
| | - Jaderson C da Costa
- Centro de Pesquisa Pré-Clínica, Instituto do Cérebro do Rio Grande do Sul - Brain Institute (BraIns), Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), Porto Alegre, 90610-000, Brazil
| | - Marcus V Gomez
- Núcleo de Pós-Graduação, Instituto de Ensino e Pesquisa da Santa Casa de Belo Horizonte, Belo Horizonte, 30150-240, Brazil
| | - Maria M Campos
- Escola de Medicina, Programa de Pós-Graduação em Medicina e Ciências da Saúde, Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), Porto Alegre, 90619-900, Brazil. .,Escola de Ciências da Saúde, Centro de Toxicologia e Farmacologia, Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), Avenida Ipiranga, 6681, Porto Alegre, RS, 90619-900, Brazil. .,Escola de Ciências da Saúde, Curso de Graduação em Odontologia, Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), Porto Alegre, 90619-900, Brazil. .,Escola de Ciências da Saúde, Programa de Pós-Graduação em Odontologia, Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), Porto Alegre, 90619-900, Brazil.
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Blozik E, Rapold R, Eichler K, Reich O. Epidemiology and costs of multiple sclerosis in Switzerland: an analysis of health-care claims data, 2011-2015. Neuropsychiatr Dis Treat 2017; 13:2737-2745. [PMID: 29138568 PMCID: PMC5677381 DOI: 10.2147/ndt.s143180] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND Medical therapy for multiple sclerosis (MS) is expensive. Quantifying the burden of MS is fundamental for health-care planning and the allocation of resources for the management of MS. This study provides current national estimates of prevalence, incidence, mortality, and costs of MS in Switzerland using claims data between 2011 and 2015. METHODS We analyzed health insurance claims of adult persons enrolled with a large health insurance group covering about 13% of the Swiss population between 2011 and 2015. The identification of patients with MS was based on prescription data of MS-specific medication using the Anatomical Therapeutic Chemical Classification system as proxy for clinical diagnosis. We estimated prevalence, mortality, and costs of basic health insurance between 2011 and 2015. Furthermore, incidence of MS was calculated for 2015. All results were weighted with census data to achieve an extrapolation to the Swiss general population level. Cost of illness was estimated as direct medical cost from the perspective of a Swiss health insurance using multivariate linear regression analysis. RESULTS Of the 943,639 subjects in the year 2015, 1,606 were identified as MS patients resulting in a prevalence of 190 per 100,000 (95% CI: 180-190 per 100,000). Incidence was 16 per 100,000 (95% CI: 13-19 per 100,000). According to regression analysis, the total cost of illness for basic mandatory health insurance was 26,710 Swiss Francs (CHF) (95% CI: 26,100-27,300) per person per year with the cost of medication being almost identical 26,960 CHF (95% CI: 26,170-27,800). CONCLUSIONS MS affects 10,000-15,000 persons in Switzerland, and the prevalence has increased over the last 22 years. These persons have high need and demand for health care. High costs are primarily due to expenses for medication. Given the imbalance of MS medication therapy from the perspective of basic health insurance on the disposable resources, it is crucial to increase transparency related to the volume, type, and allocation of expenses.
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Affiliation(s)
- Eva Blozik
- Department of Health Sciences, Helsana Group, Zürich, Switzerland
- Institute of General Practice, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Division of General Practice, University Medical Center Freiburg, Freiburg, Germany
| | - Roland Rapold
- Department of Health Sciences, Helsana Group, Zürich, Switzerland
| | - Klaus Eichler
- Winterthur Institute of Health Economics, Zurich University of Applied Sciences, Winterthur, Switzerland
| | - Oliver Reich
- Department of Health Sciences, Helsana Group, Zürich, Switzerland
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Goldman MD, Koenig S, Engel C, McCartney CR, Sohn MW. Glucocorticoid-associated blood glucose response and MS relapse recovery. NEUROLOGY(R) NEUROIMMUNOLOGY & NEUROINFLAMMATION 2017; 4:e378. [PMID: 28761902 PMCID: PMC5515601 DOI: 10.1212/nxi.0000000000000378] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/17/2016] [Accepted: 05/03/2017] [Indexed: 11/18/2022]
Abstract
OBJECTIVE To determine the relationship between MS relapse recovery and blood glucose (BG) response to IV methylprednisolone (IVMP) treatment. METHODS We retrospectively identified 36 patients with MS admitted for IVMP treatment of acute relapse who had adequate data to characterize BG response, relapse severity, and recovery. The relationship between glucocorticoid-associated nonfasting BG (NFBG) and relapse recovery was assessed. RESULTS Highest recorded nonfasting BG (maximum NFBG [maxNFBG]) values were significantly higher in patients with MS without relapse recovery compared with those with recovery (271 ± 68 vs 209 ± 48 mg/dL, respectively; p = 0.0045). After adjusting for relapse severity, MS patients with maxNFBG below the group median were 6 times (OR = 6.01; 95% CI, 1.08-33.40; p = 0.040) more likely to experience relapse recovery than those with maxNFBG above the group median. In a multiple regression model adjusting for age, sex, and relapse severity, a 1-mg/dL increase in the maxNFBG was associated with 4.5% decrease in the probability of recovery (OR = 0.955; 95% CI, 0.928-0.983; p = 0.002). CONCLUSIONS These findings suggest that higher glucocorticoid-associated NFBG values in acutely relapsing patients with MS are associated with diminished probability of recovery. This relationship could reflect steroid-associated hyperglycemia and/or insulin resistance, defects in non-steroid-associated (e.g., prerelapse) glucose metabolism, or both. This study included only those admitted for an MS relapse, and it is this subset of patients for whom these findings may be most relevant. A prospective study to evaluate glucose regulation and MS relapse recovery in a broader outpatient MS population is under way.
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Affiliation(s)
- Myla D Goldman
- Department of Neurology (M.D.G.), Division of Endocrinology and Metabolism, Department of Medicine (C.R.M.), and Department of Public Health Sciences (M.-W.S.), University of Virginia School of Medicine, Charlottesville; University of Maryland School of Medicine (S.K.), Baltimore; and University of Virginia College of Arts and Sciences (C.E.), Charlottesville
| | - Scott Koenig
- Department of Neurology (M.D.G.), Division of Endocrinology and Metabolism, Department of Medicine (C.R.M.), and Department of Public Health Sciences (M.-W.S.), University of Virginia School of Medicine, Charlottesville; University of Maryland School of Medicine (S.K.), Baltimore; and University of Virginia College of Arts and Sciences (C.E.), Charlottesville
| | - Casey Engel
- Department of Neurology (M.D.G.), Division of Endocrinology and Metabolism, Department of Medicine (C.R.M.), and Department of Public Health Sciences (M.-W.S.), University of Virginia School of Medicine, Charlottesville; University of Maryland School of Medicine (S.K.), Baltimore; and University of Virginia College of Arts and Sciences (C.E.), Charlottesville
| | - Christopher R McCartney
- Department of Neurology (M.D.G.), Division of Endocrinology and Metabolism, Department of Medicine (C.R.M.), and Department of Public Health Sciences (M.-W.S.), University of Virginia School of Medicine, Charlottesville; University of Maryland School of Medicine (S.K.), Baltimore; and University of Virginia College of Arts and Sciences (C.E.), Charlottesville
| | - Min-Woong Sohn
- Department of Neurology (M.D.G.), Division of Endocrinology and Metabolism, Department of Medicine (C.R.M.), and Department of Public Health Sciences (M.-W.S.), University of Virginia School of Medicine, Charlottesville; University of Maryland School of Medicine (S.K.), Baltimore; and University of Virginia College of Arts and Sciences (C.E.), Charlottesville
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Moccia M, Palladino R, Lanzillo R, Triassi M, Brescia Morra V. Predictors of the 10-year direct costs for treating multiple sclerosis. Acta Neurol Scand 2017; 135:522-528. [PMID: 27357245 DOI: 10.1111/ane.12630] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/09/2016] [Indexed: 11/28/2022]
Abstract
OBJECTIVES Disease-modifying treatments (DMTs) constitute the largest direct medical cost for multiple sclerosis (MS). This study aims at investigating predictors of the 10-year economic burden for DMT administration and management. MATERIALS AND METHODS This study included 537 newly diagnosed, drug naïve relapsing-remitting MS (RRMS) patients, followed up for 10.1±3.3 years. Costs for DMT administration and management were calculated, and referred to each year of observation (annual costs). Possible predictors of disease evolution were categorized into early predictors (age, gender, disease duration, baseline expanded disability status scale (EDSS), 1-point EDSS progression within 2 years, and annualized relapse rate -ARR- within 2 years), and long-term predictors (reaching of EDSS 4.0, conversion to secondary progressive -SP-, ARR, number of DMTs, follow-up duration). Association between predictors and study outcome was explored using mixed-effects log-linear regression models. RESULTS A 1-point higher EDSS at diagnosis was associated with 13.21% increase in the annual costs (95%CI=4.16-23.04%). Each additional year of age at diagnosis was associated with a 0.74% decrease in the annual costs (95%CI=-1.43 to-0.04%). Female gender was associated with a 12.43% decrease in the annual costs (95%CI=-22.61 to-0.93%). Converting to SP was associated with a 14.26% decrease in the annual costs (95%CI=-14.26 to-2.94%). Each additional year of follow-up was associated with a 3.05% decrease in the annual costs (95%CI=-4.51 to-1.57%). CONCLUSIONS An estimate of the 10-year costs associated with DMT administration and management can be calculated by analyzing different factors, and might be of particular interest for planning resources needed for treating people with MS.
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Affiliation(s)
- M. Moccia
- Multiple Sclerosis Clinical Care and Research Centre; Department of Neuroscience, Reproductive Science and Odontostomatology; Federico II University; Naples Italy
| | - R. Palladino
- Department of Primary Care and Public Health; Imperial College; London UK
- Department of Public Health; Federico II University; Naples Italy
| | - R. Lanzillo
- Multiple Sclerosis Clinical Care and Research Centre; Department of Neuroscience, Reproductive Science and Odontostomatology; Federico II University; Naples Italy
| | - M. Triassi
- Department of Public Health; Federico II University; Naples Italy
| | - V. Brescia Morra
- Multiple Sclerosis Clinical Care and Research Centre; Department of Neuroscience, Reproductive Science and Odontostomatology; Federico II University; Naples Italy
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Healthcare Costs for Treating Relapsing Multiple Sclerosis and the Risk of Progression: A Retrospective Italian Cohort Study from 2001 to 2015. PLoS One 2017; 12:e0169489. [PMID: 28056103 PMCID: PMC5215923 DOI: 10.1371/journal.pone.0169489] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2016] [Accepted: 12/16/2016] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Disease modifying treatments (DMTs) are the main responsible for direct medical costs in multiple sclerosis (MS). The current investigation aims at evaluating possible associations between healthcare costs for treating relapsing remitting MS (RRMS) and disease evolution. METHODS The present cohort study retrospectively included 544 newly diagnosed RRMS patients, prospectively followed up for 10.1±3.3 years. Costs for DMT administration and management were calculated for each year of observation. Following clinical endpoints were recorded: time to first relapse, 1-point EDSS progression, reaching of EDSS 4.0, reaching of EDSS 6.0, and conversion to secondary progressive MS (SP). Covariates for statistical analyses were age, gender, disease duration and EDSS at diagnosis. RESULTS At time varying Cox regression models, 10% increase in annual healthcare costs was associated with 1.1% reduction in 1-point EDSS progression (HR = 0.897; p = 0.018), with 0.7% reduction in reaching EDSS 6.0 (HR = 0.925; p = 0.030), and with 1.0% reduction in SP conversion (HR = 0.902; p = 0.006). CONCLUSION Higher healthcare costs for treating MS have been associated with a milder disease evolution after 10 years, with possible reduction of long-term non-medical direct and indirect costs.
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Abstract
Treatments with a range of efficacy and risk of adverse events have become available for the management of multiple sclerosis (MS). However, now the heterogeneity of clinical expression and responses to treatment pose major challenges to improving patient care. Selecting and managing the drug best balancing benefit and risk demands a new focus on the individual patient. Personalised medicine for MS is based on improving the precision of diagnosis for each patient in order to capture prognosis and provide an evidence-based framework for predicting treatment response and personalising patient monitoring. It involves development of predictive models involving the integration of clinical and biological data with an understanding of the impact of disease on the lives of individual patients. Here, we provide a brief, selective review of challenges to personalisation of the management of MS and suggest an agenda for stakeholder engagement and research to address them.
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Affiliation(s)
- Arie Gafson
- Division of Brain Sciences, Department of Medicine, Imperial College London, London, UK
| | - Matt J Craner
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - Paul M Matthews
- Division of Brain Sciences, Department of Medicine, Imperial College London, London, UK/Centre for Neurotechnology, Imperial College London, London, UK
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Ke X, Navaratnam P, Sasane R, Eisenberg Lawrence DF, Friedman HS, Tulsi BB, Vollmer T. Determinants of high cost in multiple sclerosis patients: a claims and chart review study. Curr Med Res Opin 2016; 32:1589-97. [PMID: 27207562 DOI: 10.1080/03007995.2016.1192529] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
OBJECTIVE To identify factors associated with high cost multiple sclerosis (MS) patients using integrated administrative claims and medical charts data. METHODS This study identified newly diagnosed MS patients (≥18 years) in a large United States managed care claims database between 1 January 2007 and 30 April 2011 using the ICD-9-CM code (340.xx). Mean annualized MS-related costs higher than the third quartile were categorized as high cost, lower than the first quartile as low, and the rest as medium. Patients were compared across cohorts with descriptive and inferential statistics. Baseline high cost factors were identified with multivariable logistic regression models. RESULTS Administrative claims (n = 4342) and medical chart records (n = 400) data was evaluated. Mean (SD) annualized MS-related costs were $6313 ($14,177) for patients overall and $18,398 ($24,483) for high cost patients. Inpatient costs accounted for the largest proportion (49.69%) of MS-related costs among high cost patients. MS relapses and MS-related comorbidities were more prevalent in the high cost patients. In the multivariable analyses, patients with baseline use of antidepressants or corticosteroids, baseline muscle weakness, and initial treatment from a non-neurologist were likelier to be high cost MS patients. LIMITATIONS MS-related clinical information was not completely available from medical chart data. The specificity of true MS-related costs may have been limited and the definition of the cost-based cohort segmentations was arbitrary. CONCLUSIONS Overall, baseline use of MS-related medications, the presence of baseline MS-related comorbidities, MS relapses, and MS-related hospitalizations were significantly associated with high cost patients. Future comparative effectiveness studies of currently approved disease modifying therapies for MS may help to identify best strategies for individual patients to minimize clinical events that are associated with high disease related costs.
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Affiliation(s)
- Xuehua Ke
- a HealthCore Inc. , Wilmington , DE , USA
| | | | - Rahul Sasane
- c Novartis Pharmaceuticals , East Hanover , NJ , USA
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Jones E, Pike J, Marshall T, Ye X. Quantifying the relationship between increased disability and health care resource utilization, quality of life, work productivity, health care costs in patients with multiple sclerosis in the US. BMC Health Serv Res 2016; 16:294. [PMID: 27443278 PMCID: PMC4957342 DOI: 10.1186/s12913-016-1532-1] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2016] [Accepted: 07/07/2016] [Indexed: 01/31/2023] Open
Abstract
BACKGROUND Multiple sclerosis (MS) is a chronic progressive condition affecting the central nervous system. Progression of MS results in increased level of disability and most patients will eventually experience some degree of functional impairment and impaired mobility. Costs and burdens escalate as MS disability increases. However, there is a lack of recent data on the impact of MS disability on the cost and burden among patients in the US. METHODS Data for this study were drawn from a real world, cross-sectional survey undertaken between 2013 and 2014. Neurologists completed detailed patient report forms (PRF) for the most recent consulting patients with MS (age >18 years). Patient's perceptions of their diagnosis and health-related quality of life (HRQoL) were collected through a patient self-completion questionnaire (PSC). Regression analysis was used to evaluate the relationship between disability (determined by latest Expanded Disability Status Scale [EDSS] score) and current relapse and health care resource utilization, health care costs, HRQoL and work productivity. RESULTS PRF data were collected for 715 patients (335 also completed a PSC). Patients with higher disability scores (EDSS 3-5 and >5 vs <3 points) and current relapse (vs no current relapse) reported significantly greater health resource utilization for physician visits (p < 0.05) and hospitalizations (p < 0.05) in the preceding 12 months. In addition, they had poorer HRQoL (p < 0.05), were significantly more likely to be unemployed (p < 0.05) and to have had to stop working due to MS (p < 0.05). They also incurred significantly higher health care related costs, including costs for physician consultations, hospitalizations and therapy (p < 0.05). The total costs of care were $51,825, $57,889 and $67,116 for EDSS < 3, EDSS 3-5 and EDSS > 5 groups, respectively; $51,692 and $58,648 for non-relapse and relapse groups, respectively. CONCLUSIONS For MS patients in the US, health resource utilization and healthcare care costs increase with progression of disability. As the disability worsens, patients also exhibit diminished HRQoL and lower work productivity. There is a need for treatments that slow down or delay disability progression among MS patients.
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Affiliation(s)
- E Jones
- Adelphi Real World, Adelphi Mill, Bollington, Macclesfield, Cheshire, SK10 5JB, UK.
| | - J Pike
- Adelphi Real World, Adelphi Mill, Bollington, Macclesfield, Cheshire, SK10 5JB, UK
| | - T Marshall
- Abbvie Inc., 26525 Riverwoods Blvd., Mettawa, IL, 60060, USA
| | - X Ye
- Abbvie Inc., 26525 Riverwoods Blvd., Mettawa, IL, 60060, USA
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Fitzpatrick JMK, Downer EJ. Toll-like receptor signalling as a cannabinoid target in Multiple Sclerosis. Neuropharmacology 2016; 113:618-626. [PMID: 27079840 DOI: 10.1016/j.neuropharm.2016.04.009] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2015] [Revised: 01/20/2016] [Accepted: 04/08/2016] [Indexed: 02/06/2023]
Abstract
Toll-like receptors (TLRs) are the sensors of pathogen-associated molecules that trigger tailored innate immune intracellular signalling responses to initiate innate immune reactions. Data from the experimental autoimmune encephalomyelitis (EAE) model indicates that TLR signalling machinery is a pivotal player in the development of murine EAE. To compound this, data from human studies indicate that complex interplay exists between TLR signalling and Multiple Sclerosis (MS) pathogenesis. Cannabis-based therapies are in clinical development for the management of a variety of medical conditions, including MS. In particular Sativex®, a combination of plant-derived cannabinoids, is an oromucosal spray with efficacy in MS patients, particularly those with neuropathic pain and spasticity. Despite this, the precise cellular and molecular mechanisms of action of Sativex® in MS patients remains unclear. This review will highlight evidence that novel interplay exists between the TLR and cannabinoid systems, both centrally and peripherally, with relevance to the pathogenesis of MS. This article is part of the Special Issue entitled 'Lipid Sensing G Protein-Coupled Receptors in the CNS'.
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Affiliation(s)
- John-Mark K Fitzpatrick
- Department of Physiology, School of Medicine, Trinity Biomedical Sciences Institute, University of Dublin, Trinity College, Dublin 2, Ireland
| | - Eric J Downer
- Department of Physiology, School of Medicine, Trinity Biomedical Sciences Institute, University of Dublin, Trinity College, Dublin 2, Ireland.
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Abstract
BACKGROUND This is an update of the Cochrane review "Teriflunomide for multiple sclerosis" (first published in The Cochrane Library 2012, Issue 12).Multiple sclerosis (MS) is a chronic immune-mediated disease of the central nervous system. It is clinically characterized by recurrent relapses or progression, or both, often leading to severe neurological disability and a serious decline in quality of life. Disease-modifying therapies (DMTs) for MS aim to prevent occurrence of relapses and disability progression. Teriflunomide is a pyrimidine synthesis inhibitor approved by both the US Food and Drug Administration (FDA) and the European Medicines Agency (EMA) as a DMT for adults with relapsing-remitting MS (RRMS). OBJECTIVES To assess the absolute and comparative effectiveness and safety of teriflunomide as monotherapy or combination therapy versus placebo or other disease-modifying drugs (DMDs) (interferon beta (IFNβ), glatiramer acetate, natalizumab, mitoxantrone, fingolimod, dimethyl fumarate, alemtuzumab) for modifying the disease course in people with MS. SEARCH METHODS We searched the Cochrane Multiple Sclerosis and Rare Diseases of the CNS Group Specialised Trials Register (30 September 2015). We checked reference lists of published reviews and retrieved articles and searched reports (2004 to September 2015) from the MS societies in Europe and America. We also communicated with investigators participating in trials of teriflunomide and the pharmaceutical company, Sanofi-Aventis. SELECTION CRITERIA We included randomized, controlled, parallel-group clinical trials with a length of follow-up of one year or greater evaluating teriflunomide, as monotherapy or combination therapy, versus placebo or other approved DMDs for people with MS without restrictions regarding dose, administration frequency and duration of treatment. DATA COLLECTION AND ANALYSIS We used the standard methodological procedures of Cochrane. Two review authors independently assessed trial quality and extracted data. Disagreements were discussed and resolved by consensus among the review authors. We contacted the principal investigators of included studies for additional data or confirmation of data. MAIN RESULTS Five studies involving 3231 people evaluated the efficacy and safety of teriflunomide 7 mg and 14 mg, alone or with add-on IFNβ, versus placebo or IFNβ-1a for adults with relapsing forms of MS and an entry Expanded Disability Status Scale score of less than 5.5.Overall, there were obvious clinical heterogeneities due to diversities in study designs or interventions and methodological heterogeneities across studies. All studies had a high risk of detection bias for relapse assessment and a high risk of bias due to conflicts of interest. Among them, three studies additionally had a high risk of attrition bias due to a high dropout rate and two studies had an unclear risk of attrition bias. The studies of combination therapy with IFNβ (650 participants) and the study with IFNβ-1a as controls (324 participants) also had a high risk for performance bias and a lack of power due to the limited sample.Two studies evaluated the benefit and the safety of teriflunomide as monotherapy versus placebo over a period of one year (1169 participants) or two years (1088 participants). A meta-analysis was not conducted. Compared to placebo, administration of teriflunomide at a dose of 7 mg/day or 14 mg/day as monotherapy reduced the number of participants with at least one relapse over one year (risk ratio (RR) 0.72, 95% confidence interval (CI) 0.59 to 0.87, P value = 0.001 with 7 mg/day and RR 0.60, 95% CI 0.48 to 0.75, P value < 0.00001 with 14 mg/day) or two years (RR 0.85, 95% CI 0.74 to 0.98, P value = 0.03 with 7 mg/day and RR 0.80, 95% CI 0.69 to 0.93, P value = 0.004 with 14 days). Only teriflunomide at a dose of 14 mg/day reduced the number of participants with disability progression over one year (RR 0.55, 95% CI 0.36 to 0.84, P value = 0.006) or two years (RR 0.74, 95% CI 0.56 to 0.96, P value = 0.02). When taking the effect of drop-outs into consideration, the likely-case scenario analyses still showed a benefit in reducing the number of participants with at least one relapse, but not for the number of participants with disability progression. Both doses also reduced the annualized relapse rate and the number of gadolinium-enhancing T1-weighted lesions over two years. Quality of evidence for relapse outcomes at one year or at two years was low, while for disability progression at one year or at two years was very low.When compared to IFNβ-1a, teriflunomide at a dose of 14 mg/day had a similar efficacy to IFNβ-1a in reducing the proportion of participants with at least one relapse over one year, while teriflunomide at a dose of 7 mg/day was inferior to IFNβ-1a (RR 1.52, 95% CI 0.87 to 2.67, P value = 0.14; 215 participants with 14 mg/day and RR 2.74, 95% CI 1.66 to 4.53, P value < 0.0001; 213 participants with 7 mg/day). However, the quality of evidence was very low.In terms of safety profile, the most common adverse events associated with teriflunomide were diarrhoea, nausea, hair thinning, elevated alanine aminotransferase, neutropenia and lymphopenia. These adverse events had a dose-related effects and rarely led to treatment discontinuation. AUTHORS' CONCLUSIONS There was low-quality evidence to support that teriflunomide at a dose of 7 mg/day or 14 mg/day as monotherapy reduces both the number of participants with at least one relapse and the annualized relapse rate over one year or two years of treatment in comparison with placebo. Only teriflunomide at a dose of 14 mg/day reduced the number of participants with disability progression and delayed the progression of disability over one year or two years, but the quality of the evidence was very low. The quality of available data was too low to evaluate the benefit teriflunomide as monotherapy versus IFNβ-1a or as combination therapy with IFNβ. The common adverse effects were diarrhoea, nausea, hair thinning, elevated alanine aminotransferase, neutropenia and lymphopenia. These adverse effects were mostly mild-to-moderate in severity, but had a dose-related effect. New studies of high quality and longer follow-up are needed to evaluate the comparative benefit of teriflunomide on these outcomes and the safety in comparison with other DMTs.
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Affiliation(s)
- Dian He
- Affiliated Hospital of Guizhou Medical UniversityDepartment of NeurologyNo. 28, Gui Yi StreetGuiyangGuizhou ProvinceChina550004
| | - Chao Zhang
- Jinan No. 6 People's HospitalDepartment of Internal MedicineNo. 38, Hui Quan RoadJinanShandong ProvinceChina250200
| | - Xia Zhao
- Jinan No. 6 People's HospitalDepartment of NursingNo. 38, Hui Quan RoadJinanShandong ProvinceChina250200
| | - Yifan Zhang
- Affiliated Hospital of Guizhou Medical UniversityDepartment of NeurologyNo. 28, Gui Yi StreetGuiyangGuizhou ProvinceChina550004
| | - Qingqing Dai
- Affiliated Hospital of Guizhou Medical UniversityDepartment of NeurologyNo. 28, Gui Yi StreetGuiyangGuizhou ProvinceChina550004
| | - Yuan Li
- Affiliated Hospital of Guizhou Medical UniversityDepartment of NeurologyNo. 28, Gui Yi StreetGuiyangGuizhou ProvinceChina550004
| | - Lan Chu
- Affiliated Hospital of Guizhou Medical UniversityDepartment of NeurologyNo. 28, Gui Yi StreetGuiyangGuizhou ProvinceChina550004
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Gonçalves ED, Souza PS, Lieberknecht V, Fidelis GSP, Barbosa RI, Silveira PCL, de Pinho RA, Dutra RC. Low-level laser therapy ameliorates disease progression in a mouse model of multiple sclerosis. Autoimmunity 2015; 49:132-42. [PMID: 26703077 DOI: 10.3109/08916934.2015.1124425] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Multiple sclerosis (MS) is an autoimmune demyelinating inflammatory disease characterized by recurrent episodes of T cell-mediated immune attack on central nervous system (CNS) myelin, leading to axon damage and progressive disability. The existing therapies for MS are only partially effective and are associated with undesirable side effects. Low-level laser therapy (LLLT) has been clinically used to treat inflammation, and to induce tissue healing and repair processes. However, there are no reports about the effects and mechanisms of LLLT in experimental autoimmune encephalomyelitis (EAE), an established model of MS. Here, we report the effects and underlying mechanisms of action of LLLT (AlGaInP, 660 nm and GaAs, 904 nm) irradiated on the spinal cord during EAE development. EAE was induced in female C57BL/6 mice by immunization with MOG35-55 peptide emulsified in complete Freund's adjuvant. Our results showed that LLLT consistently reduced the clinical score of EAE and delayed the disease onset, and also prevented weight loss induced by immunization. Furthermore, these beneficial effects of LLLT seem to be associated with the down-regulation of NO levels in the CNS, although the treatment with LLLT failed to inhibit lipid peroxidation and restore antioxidant defense during EAE. Finally, histological analysis showed that LLLT blocked neuroinflammation through a reduction of inflammatory cells in the CNS, especially lymphocytes, as well as preventing demyelination in the spinal cord after EAE induction. Together, our results suggest the use of LLLT as a therapeutic application during autoimmune neuroinflammatory responses, such as MS.
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Affiliation(s)
- Elaine D Gonçalves
- a Laboratory of Autoimmunity and Immunopharmacology , Campus Araranguá, Universidade Federal de Santa Catarina , Araranguá , SC , Brazil .,b Laboratory of Exercise Biochemistry and Physiology , Postgraduate Program in Health Sciences, Health Sciences Unit, Universidade do Extremo Sul Catarinense , Criciúma , SC , Brazil , and
| | - Priscila S Souza
- b Laboratory of Exercise Biochemistry and Physiology , Postgraduate Program in Health Sciences, Health Sciences Unit, Universidade do Extremo Sul Catarinense , Criciúma , SC , Brazil , and
| | - Vicente Lieberknecht
- a Laboratory of Autoimmunity and Immunopharmacology , Campus Araranguá, Universidade Federal de Santa Catarina , Araranguá , SC , Brazil
| | - Giulia S P Fidelis
- b Laboratory of Exercise Biochemistry and Physiology , Postgraduate Program in Health Sciences, Health Sciences Unit, Universidade do Extremo Sul Catarinense , Criciúma , SC , Brazil , and
| | - Rafael I Barbosa
- c Laboratory of Assessment and Rehabilitation of Locomotor System , Campus Araranguá, Universidade Federal de Santa Catarina , Araranguá , SC , Brazil
| | - Paulo C L Silveira
- b Laboratory of Exercise Biochemistry and Physiology , Postgraduate Program in Health Sciences, Health Sciences Unit, Universidade do Extremo Sul Catarinense , Criciúma , SC , Brazil , and
| | - Ricardo A de Pinho
- b Laboratory of Exercise Biochemistry and Physiology , Postgraduate Program in Health Sciences, Health Sciences Unit, Universidade do Extremo Sul Catarinense , Criciúma , SC , Brazil , and
| | - Rafael C Dutra
- a Laboratory of Autoimmunity and Immunopharmacology , Campus Araranguá, Universidade Federal de Santa Catarina , Araranguá , SC , Brazil .,b Laboratory of Exercise Biochemistry and Physiology , Postgraduate Program in Health Sciences, Health Sciences Unit, Universidade do Extremo Sul Catarinense , Criciúma , SC , Brazil , and.,c Laboratory of Assessment and Rehabilitation of Locomotor System , Campus Araranguá, Universidade Federal de Santa Catarina , Araranguá , SC , Brazil
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Jongen PJ, Heerings M, Lemmens WA, Donders R, van der Zande A, van Noort E, Kool A. A prospective web-based patient-centred interactive study of long-term disabilities, disabilities perception and health-related quality of life in patients with multiple sclerosis in The Netherlands: the Dutch Multiple Sclerosis Study protocol. BMC Neurol 2015; 15:128. [PMID: 26238866 PMCID: PMC4524214 DOI: 10.1186/s12883-015-0379-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2015] [Accepted: 07/13/2015] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND In the past two decades the widespread use of disease modifying drugs with moderate to strong efficacy has changed the natural course of multiple sclerosis (MS). Health care professionals, researchers, patient organizations and health authorities are in need of recent information about the objectified and subjective long-term clinical outcomes in MS patients. Such information is scarce. METHODS/DESIGN We started a prospective, web-based, patient-centred, interactive study of long-term disabilities, disabilities perception and health-related quality of life (HRQoL) in MS patients in The Netherlands (Dutch Multiple Sclerosis Study). The study has an on online patient-driven inclusion and online acquisition of patient-reported outcomes (PROs). At six-months intervals participants complete the Multiple Sclerosis Impact Profile (MSIP) (disabilities and disabilities perception in seven domains and four symptoms), the Multiple Sclerosis Quality of Life-54 items (MSQoL-54), the Modified Fatigue Impact Scale-5 items (MFIS-5) and the Leeds Multiple Sclerosis Quality of Life-8 items (LMSQoL) questionnaires, and a Medication and Adherence Inventory. Every three years the Expanded Disability Status Scale (EDSS) score is assessed by phone. The monthly completion of the MFIS-5, LMSQoL and Medication and Adherence Inventory is optional. Completed questionnaires and inventories, and automatically generated scores are made available online to patients for self-monitoring and self-management purposes, and to authorized health care professionals for the evaluation of disease activity and of the effectiveness of treatments. Study duration is planned to be 15 years. Results will be analyzed periodically using means and standard deviations for continuous variables, and frequencies for categorical variables. Relations between time points, variables, patient and treatment characteristics will be evaluated in random effects repeated measures models. DISCUSSION The Dutch Multiple Sclerosis Study is characterized by online patient-driven inclusion; online data acquisition; the use of PROs; the optional monthly completion of short questionnaires; the interactive use of personal study data by patients and authorized health care professionals for self-monitoring, self-management and multidisciplinary care; the expected representativeness of the study sample; and a long-term time horizon. The study will provide valuable data on long-term disabilities, disabilities perceptions and HRQoL in MS patients in The Netherlands.
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Affiliation(s)
- Peter Joseph Jongen
- Department of Community & Occupational Medicine, University Medical Centre Groningen, Antonius Deusinglaan 1, 9713 AV, Groningen, The Netherlands. .,MS4 Research Institute, Ubbergseweg 34, 6522 KJ, Nijmegen, The Netherlands.
| | - Marco Heerings
- MH-Advies & organisatiebureau, IJselstraat 81, 9406 TR, Assen, The Netherlands. .,National MS Foundation The Netherlands, Mathenesserlaan 378, 3023 HB, Rotterdam, The Netherlands.
| | - Wim A Lemmens
- Department for Health Evidence, Radboud University Nijmegen Medical Centre, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands.
| | - Rogier Donders
- Department for Health Evidence, Radboud University Nijmegen Medical Centre, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands.
| | - Anneke van der Zande
- National MS Foundation The Netherlands, Mathenesserlaan 378, 3023 HB, Rotterdam, The Netherlands.
| | - Esther van Noort
- Curavista bv, Markt 9, 4931 BR, Geertruidenberg, The Netherlands.
| | - Anton Kool
- Curavista bv, Markt 9, 4931 BR, Geertruidenberg, The Netherlands.
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