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Zinganell A, Göbel G, Berek K, Hofer B, Asenbaum-Nan S, Barang M, Böck K, Bsteh C, Bsteh G, Eger S, Eggers C, Fertl E, Joldic D, Khalil M, Langenscheidt D, Komposch M, Kornek B, Kraus J, Krendl R, Rauschka H, Sellner J, Auer M, Hegen H, Pauli FD, Deisenhammer F. Multiple sclerosis in the elderly: a retrospective cohort study. J Neurol 2024; 271:674-687. [PMID: 37855871 DOI: 10.1007/s00415-023-12041-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 09/29/2023] [Accepted: 09/30/2023] [Indexed: 10/20/2023]
Abstract
BACKGROUND There is a lack of knowledge of disease course, prognosis, comorbidities and potential treatments of elderly MS patients. OBJECTIVE To characterize the disease course including disability progression and relapses, to quantify the use of DMTs and to identify comorbidities and risk factors for progression in elderly multiple sclerosis (MS) patients. METHODS This is a retrospective study of 1200 Austrian MS patients older than 55 years as of May 1st, 2017 representing roughly one-third of all the MS patients of this age in Austria. Data were collected from 15 MS centers including demographics, first symptom at onset, number of relapses, evolvement of disability, medication, and comorbidities. RESULTS Median observation time was 17.1 years with 957 (80%) relapsing and 243 (20%) progressive onsets. Average age at diagnosis was 45 years with a female predominance of 71%. Three-hundred and twenty-six (27%) patients were never treated with a DMT, while most treated patients received interferons (496; 41%) at some point. At last follow-up, 420 (35%) patients were still treated with a DMT. No difference was found between treated and never-treated patients in terms of clinical outcome; however, patients with worse disability progression had significantly more DMT switches. Pyramidal onset, number of comorbidities, dementia, epilepsy, and psychiatric conditions as well as a higher number of relapses were associated with worse outcome. The risk of reaching EDSS 6 rose with every additional comorbidity by 22%. In late and very-late-onset MS (LOMS, VLOMS) time to diagnosis took nearly twice the time compared to adult and early onset (AEOMS). The overall annualized relapse rate (ARR) decreased over time and patients with AEOMS had significantly higher ARR compared to LOMS and VLOMS. Four percent of MS patients had five medications or more fulfilling criteria of polypharmacy and 20% of psychiatric drugs were administered without a matching diagnosis. CONCLUSIONS In this study, we identified number of comorbidities, pyramidal and cerebellar signs, and a higher number of relapses as unfavorable prognostic factors in elderly MS patients filling gaps of knowledge in patients usually underrepresented in clinical trials and may guide future therapeutic studies.
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Affiliation(s)
- Anne Zinganell
- Department of Neurology, Medical University of Innsbruck, Anichstrasse 35, 6020, Innsbruck, Austria
| | - Georg Göbel
- Department of Medical Statistics, Informatics and Health Economics, Medical University Innsbruck, Innsbruck, Austria
| | - Klaus Berek
- Department of Neurology, Medical University of Innsbruck, Anichstrasse 35, 6020, Innsbruck, Austria
| | - Barbara Hofer
- Department of Neurology, Medical University of Innsbruck, Anichstrasse 35, 6020, Innsbruck, Austria
| | | | - Matin Barang
- Department of Neurology, Hospital of St. Pölten, St. Pölten, Austria
| | - Klaus Böck
- Department of Neurology, Kepler Universitätsklinikum, Linz, Austria
| | | | - Gabriel Bsteh
- Department of Neurology, Medical University of Vienna, Vienna, Austria
| | - Stephan Eger
- Department of Neurology, Kepler Universitätsklinikum, Linz, Austria
| | - Christian Eggers
- Department of Neurology, Kepler Universitätsklinikum, Linz, Austria
| | - Elisabeth Fertl
- Department of Neurology, Klinik Landstrasse, Vienna, Austria
| | - Damir Joldic
- Department of Neurology, Klinik Landstrasse, Vienna, Austria
| | - Michael Khalil
- Department of Neurology, Medical University of Graz, Graz, Austria
| | | | - Martina Komposch
- Department of Neurology, Hospital of Klagenfurt, Klagenfurt, Austria
| | - Barbara Kornek
- Department of Neurology, Medical University of Vienna, Vienna, Austria
| | - Jörg Kraus
- Neurologist, Zell Am See, Austria
- Department of Laboratory Medicine, Paracelsus Medical University and Salzburger Landeskliniken, Salzburg, Austria
- Department of Neurology, Medical Faculty, Heinrich-Heine-University, Düsseldorf, Germany
| | - Reinhard Krendl
- Department of Neurology, Hospital of Villach, Villach, Austria
| | - Helmut Rauschka
- Department of Neurology, Klinik Donaustadt, Vienna, Austria
- Karl Landsteiner Institute for Neuroimmunological and Neurodegenerative Disorders, Department of Neurology, Klinik Donaustadt, Vienna, Austria
| | - Johann Sellner
- Department of Neurology, Landesklinikum Mistelbach, Mistelbach, Austria
| | - Michael Auer
- Department of Neurology, Medical University of Innsbruck, Anichstrasse 35, 6020, Innsbruck, Austria
| | - Harald Hegen
- Department of Neurology, Medical University of Innsbruck, Anichstrasse 35, 6020, Innsbruck, Austria
| | - Franziska Di Pauli
- Department of Neurology, Medical University of Innsbruck, Anichstrasse 35, 6020, Innsbruck, Austria
| | - Florian Deisenhammer
- Department of Neurology, Medical University of Innsbruck, Anichstrasse 35, 6020, Innsbruck, Austria.
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Brüggemann F, Gross S, Süße M, Hok P, Strauss S, Ziemssen T, Frahm N, Zettl UK, Grothe M. Polypharmacy in patients with multiple sclerosis and the impact on levels of care and therapy units. Front Neurol 2023; 14:1330066. [PMID: 38187151 PMCID: PMC10768059 DOI: 10.3389/fneur.2023.1330066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Accepted: 11/27/2023] [Indexed: 01/09/2024] Open
Abstract
Background The aim of this study was to examine the societal costs of polypharmacy in patients with multiple sclerosis (MS). We therefore focused on the association between the number of medications on the level of care (LOC), the German classification of the need for care, and the number of therapy sessions (TTU). Methods In addition to demographic information and medication, 101 MS patients performed the Multiple Sclerosis Health Resource Utilization Survey (MS-HRS). Medications were subdivided into a total number of medications (TD), MS-related medication [MSD, i.e., disease-modifying drugs (DMDs) and symptomatic treatment (SD)], and medication for comorbidities (CDs). Multivariate linear regression models were performed to estimate if the amount of each medication type affects LOC or TTU. Results Polypharmacy appeared in 54 patients at the time of the survey. The relative risk (RR) of LOC 1 increased significantly by 2.46 (p = 0.001) per TD and by 2.55 (p = 0.004) per MSD, but not per CD (RR 1.44; p = 0.092). The effect of RR on MSD was driven by SD (RR 2.2; p = 0.013) but not DMD (RR 2.6; p = 0.4). RR of MSD remained significant for LOC 2 (1.77; p = 0.009) and LOC 3/4 (1.91; p = 0.015), with a strong trend in RR of SD, but not DMD. TTU increased significantly per MSD (p = 0.012), but not per TD (p = 0.081) and CD (p = 0.724). Conclusion The number of MSDs is related to the likelihood of a higher level of care and the number of therapy sessions and is therefore a good indication of the extent of the societal costs.
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Affiliation(s)
- Finn Brüggemann
- Department of Neurology, University Medicine Greifswald, Greifswald, Germany
| | - Stefan Gross
- Department of Internal Medicine B, University Medicine Greifswald, Greifswald, Germany
- DZHK (German Center for Cardiovascular Research), Partner Site Greifswald, Greifswald, Germany
| | - Marie Süße
- Department of Neurology, University Medicine Greifswald, Greifswald, Germany
| | - Pavel Hok
- Department of Neurology, University Medicine Greifswald, Greifswald, Germany
| | - Sebastian Strauss
- Department of Neurology, University Medicine Greifswald, Greifswald, Germany
| | - Tjalf Ziemssen
- MS Center, Center of Clinical Neuroscience, University Clinic Carl-Gustav Carus, Dresden University of Technology, Dresden, Germany
| | - Niklas Frahm
- Department of Neurology, University Medicine Rostock, Rostock, Germany
| | - Uwe K. Zettl
- Department of Neurology, University Medicine Rostock, Rostock, Germany
| | - Matthias Grothe
- Department of Neurology, University Medicine Greifswald, Greifswald, Germany
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Chapman WD, Herink MC, Cameron MH, Bourdette D. Polypharmacy in Multiple Sclerosis: Prevalence, Risks, and Mitigation Strategies. Curr Neurol Neurosci Rep 2023; 23:521-529. [PMID: 37523105 DOI: 10.1007/s11910-023-01289-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/18/2023] [Indexed: 08/01/2023]
Abstract
PURPOSE OF REVIEW Polypharmacy, the use of ≥ 5 medications, is common in people with multiple sclerosis and is associated with negative outcomes. The use of multiple medications is common for symptom management in people with multiple sclerosis, but risks drug-drug interactions and additive side effects. Multiple sclerosis providers should therefore focus on the appropriateness and risks versus benefits of pharmacotherapy in each patient. This review describes the prevalence and risks associated with polypharmacy in people with multiple sclerosis and offers strategies to identify and mitigate inappropriate polypharmacy. RECENT FINDINGS Research in people with multiple sclerosis has identified risk factors and negative outcomes associated with polypharmacy. Medication class-specific investigations highlight their contribution to potentially inappropriate polypharmacy in people with multiple sclerosis. People with multiple sclerosis are at risk for inappropriate polypharmacy. Multiple sclerosis providers should review medications and consider their appropriateness and potential for deprescribing within the context of each patient.
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Affiliation(s)
- W Daniel Chapman
- Department of Neurology, Oregon Health & Science University, Portland, OR, USA.
| | - Megan C Herink
- College of Pharmacy, Oregon Health & Science University/Oregon State University, Portland, OR, USA
| | - Michelle H Cameron
- Department of Neurology, Oregon Health & Science University and VA Portland Health Care System, Portland, OR, USA
| | - Dennis Bourdette
- Department of Neurology, Oregon Health & Science University, Portland, OR, USA
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Bakirtzis C, Nikolaidis I, Boziki MK, Grigoriadou E, Karakasi MV, Moysiadis T, Kesidou E, Papazisis G, Grigoriadis N. Epidemiological Insights on Medication Concurrency and Polypharmacy in People With Multiple Sclerosis in Greece. Int J MS Care 2023; 25:140-144. [PMID: 37469336 PMCID: PMC10353693 DOI: 10.7224/1537-2073.2022-046] [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: 07/21/2023]
Abstract
BACKGROUND Besides disease-modifying therapies, various pharmacologic agents are frequently prescribed to people with multiple sclerosis (MS) for symptom treatment and for comorbid conditions. The present study aims to investigate the types and frequencies of agents prescribed to people with MS in Greece using records from the nationwide digital prescription database. METHODS Prescription records for 21,218 people (65.9% women) with MS were included in the study. The criterion for study inclusion was a minimum of 3 months of continuous prescription of an agent. Identified treatments were further examined by age group. RESULTS Antispasticity agents (17.5%) and fampridine (14.5%) were the most regularly prescribed symptomatic medications. Antihypertensives (21.1%) and drugs for affective disorders, including antidepressants (36.1%) and anxiolytics (16.2%), were the most frequently prescribed medications for comorbid conditions. Antidepressants were prescribed at almost equally high rates among individuals older than 40 years. Hypertension was one of the leading comorbidities among the study sample, with rates rising significantly after age 40 years and plateauing after age 60 years. Polypharmacy was observed in 22.5% of the study sample, with a higher incidence among people with MS older than 60 years (46.98%). CONCLUSIONS Agents prescribed for the treatment of disease symptoms and other medical conditions are expected to positively affect quality of life in people with MS. However, polypharmacy seems to be particularly high, especially in the aged population. The potential implications of polypharmacy in the disease course should further be explored.
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Affiliation(s)
- Christos Bakirtzis
- From the Multiple Sclerosis Center, 2nd Department of Neurology (CB, IN, M-KB, EG, EK, NG), Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Ioannis Nikolaidis
- From the Multiple Sclerosis Center, 2nd Department of Neurology (CB, IN, M-KB, EG, EK, NG), Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Marina-Kleopatra Boziki
- From the Multiple Sclerosis Center, 2nd Department of Neurology (CB, IN, M-KB, EG, EK, NG), Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Eleni Grigoriadou
- From the Multiple Sclerosis Center, 2nd Department of Neurology (CB, IN, M-KB, EG, EK, NG), Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Maria-Valeria Karakasi
- C' Department of Psychiatry (M-VK), Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Theodoros Moysiadis
- The Department of Computer Science, School of Sciences and Engineering, University of Nicosia, Nicosia, Cyprus (TM)
| | - Evangelia Kesidou
- From the Multiple Sclerosis Center, 2nd Department of Neurology (CB, IN, M-KB, EG, EK, NG), Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Georgios Papazisis
- Department of Clinical Pharmacology (GP), Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Nikolaos Grigoriadis
- From the Multiple Sclerosis Center, 2nd Department of Neurology (CB, IN, M-KB, EG, EK, NG), Aristotle University of Thessaloniki, Thessaloniki, Greece
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Antal DC, Schreiner TG, Crihan TE, Ignat BE, San Antonio-Arce V, Cuciureanu ID. Seizures and multiple sclerosis‑more than an epidemiological association (Review). Exp Ther Med 2022; 24:689. [PMID: 36277158 PMCID: PMC9535632 DOI: 10.3892/etm.2022.11625] [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: 07/20/2022] [Accepted: 09/07/2022] [Indexed: 12/04/2022] Open
Abstract
In order to increase the quality of life of patients with epilepsy, it is essential to develop tools that facilitate early disease diagnosis and encourage the use of individualized therapies. The association between seizures and other neurological pathologies is well known but incompletely explained, with multiple sclerosis (MS)-seizures correlation being a relevant example. In this context, the present review aimed to highlight the most important facts related to the association between the heterogeneous group of epileptic pathology and MS, in order to provide initial directions for establishing a diagnostic and therapeutic protocol. The first part reviewed the most relevant epidemiological and clinical data on seizures; MS association. Subsequently, it highlighted the most common and actually accepted pathophysiological mechanisms that try to explain the association between the two pathologies. Finally, the importance of paraclinical investigations and the optimal choice of antiseizure-based therapies with respect to seizures associated with MS are presented, also revealing several directions that should be explored in the near future.
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Affiliation(s)
- Dorin Cristian Antal
- Faculty of Medicine, University of Medicine and Pharmacy Gr. T. Popa, Iași 700115, Romania
- Neurology Department, Clinical Rehabilitation Hospital, Iași 700661, Romania
| | - Thomas Gabriel Schreiner
- Faculty of Medicine, University of Medicine and Pharmacy Gr. T. Popa, Iași 700115, Romania
- Neurology Department, Clinical Rehabilitation Hospital, Iași 700661, Romania
- Faculty of Medicine, University of Medicine and Pharmacy Carol Davila, Bucharest 050474, Romania
| | | | - Bogdan Emilian Ignat
- Faculty of Medicine, University of Medicine and Pharmacy Gr. T. Popa, Iași 700115, Romania
- Neurology Department, Clinical Rehabilitation Hospital, Iași 700661, Romania
| | - Victoria San Antonio-Arce
- Freiburg Epilepsy Center, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, D-79085 Freiburg im Breisgau, Germany
| | - Iulian Dan Cuciureanu
- Faculty of Medicine, University of Medicine and Pharmacy Gr. T. Popa, Iași 700115, Romania
- Neurology Department 1, Clinical Emergency Hospital Prof. Dr. N. Oblu, Iași 700309, Romania
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Oliveira VMD, Rios CC, Gubert VT, Ferreira CM, Vasconcelos-Pereira EFD, Toffoli-Kadri MC, Monreal MTFD. Association of clinical epidemiological factors to polypharmacy among patients with multiple sclerosis: real-life data. ABCS HEALTH SCIENCES 2021. [DOI: 10.7322/abcshs.2020137.1899] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022] Open
Abstract
Introduction: Treatment for multiple sclerosis should focus on relapse prevention and treatment, as well as symptom and disease progression control, which require the use of multiple medications. Objective: To evaluate the association of polypharmacy and related clinical, epidemiological factors in multiple sclerosis patient cohorts. Methods: It was conducted a prospective study of multiple sclerosis patients that held a prescription of disease-modifying drugs between January and December 2017. The medications were analyzed and classified as either long-term or as-needed medications for therapeutic objective and prescription status purposes. Results: During 2017, 124 patients were attended, 106 were eligible for the study, and 81 agreed to participate. The average age was 40.95±11.69 years. The disease duration varied between 6 months and 30 years, with a median of 7 years. More than half of the multiple sclerosis patients suffered from comorbidities (54.32%), and 76.54% were categorized as polypharmacy. The comparison of polypharmacy between the groups yielded significant differences for comorbidities and employment status and regarding age between patients with polypharmacy and patients without polypharmacy of long-term medications. Conclusion: The age of the patient and the presence of comorbidities are important factors related to polypharmacy.
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Mihai DP, Ungurianu A, Ciotu CI, Fischer MJM, Olaru OT, Nitulescu GM, Andrei C, Zbarcea CE, Zanfirescu A, Seremet OC, Chirita C, Negres S. Effects of Venlafaxine, Risperidone and Febuxostat on Cuprizone-Induced Demyelination, Behavioral Deficits and Oxidative Stress. Int J Mol Sci 2021; 22:7183. [PMID: 34281235 PMCID: PMC8268376 DOI: 10.3390/ijms22137183] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Revised: 06/25/2021] [Accepted: 06/28/2021] [Indexed: 12/27/2022] Open
Abstract
Multiple sclerosis (MS) is a demyelinating, autoimmune disease that affects a large number of young adults. Novel therapies for MS are needed considering the efficiency and safety limitations of current treatments. In our study, we investigated the effects of venlafaxine (antidepressant, serotonin-norepinephrine reuptake inhibitor), risperidone (atypical antipsychotic) and febuxostat (gout medication, xanthine oxidase inhibitor) in the cuprizone mouse model of acute demyelination, hypothesizing an antagonistic effect on TRPA1 calcium channels. Cuprizone and drugs were administered to C57BL6/J mice for five weeks and locomotor activity, motor performance and cold sensitivity were assessed. Mice brains were harvested for histological staining and assessment of oxidative stress markers. Febuxostat and metabolites of venlafaxine (desvenlafaxine) and risperidone (paliperidone) were tested for TRPA1 antagonistic activity. Following treatment, venlafaxine and risperidone significantly improved motor performance and sensitivity to a cold stimulus. All administered drugs ameliorated the cuprizone-induced deficit of superoxide dismutase activity. Desvenlafaxine and paliperidone showed no activity on TRPA1, while febuxostat exhibited agonistic activity at high concentrations. Our findings indicated that all three drugs offered some protection against the effects of cuprizone-induced demyelination. The agonistic activity of febuxostat can be of potential use for discovering novel TRPA1 ligands.
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Affiliation(s)
- Dragos Paul Mihai
- Faculty of Pharmacy, “Carol Davila”, University of Medicine and Pharmacy, 020956 Bucharest, Romania; (D.P.M.); (O.T.O.); (G.M.N.); (C.A.); (C.E.Z.); (A.Z.); (O.C.S.); (C.C.); (S.N.)
| | - Anca Ungurianu
- Faculty of Pharmacy, “Carol Davila”, University of Medicine and Pharmacy, 020956 Bucharest, Romania; (D.P.M.); (O.T.O.); (G.M.N.); (C.A.); (C.E.Z.); (A.Z.); (O.C.S.); (C.C.); (S.N.)
| | - Cosmin I. Ciotu
- Center for Physiology and Pharmacology, Institute of Physiology, Medical University of Vienna, 1090 Vienna, Austria; (C.I.C.); (M.J.M.F.)
| | - Michael J. M. Fischer
- Center for Physiology and Pharmacology, Institute of Physiology, Medical University of Vienna, 1090 Vienna, Austria; (C.I.C.); (M.J.M.F.)
| | - Octavian Tudorel Olaru
- Faculty of Pharmacy, “Carol Davila”, University of Medicine and Pharmacy, 020956 Bucharest, Romania; (D.P.M.); (O.T.O.); (G.M.N.); (C.A.); (C.E.Z.); (A.Z.); (O.C.S.); (C.C.); (S.N.)
| | - George Mihai Nitulescu
- Faculty of Pharmacy, “Carol Davila”, University of Medicine and Pharmacy, 020956 Bucharest, Romania; (D.P.M.); (O.T.O.); (G.M.N.); (C.A.); (C.E.Z.); (A.Z.); (O.C.S.); (C.C.); (S.N.)
| | - Corina Andrei
- Faculty of Pharmacy, “Carol Davila”, University of Medicine and Pharmacy, 020956 Bucharest, Romania; (D.P.M.); (O.T.O.); (G.M.N.); (C.A.); (C.E.Z.); (A.Z.); (O.C.S.); (C.C.); (S.N.)
| | - Cristina Elena Zbarcea
- Faculty of Pharmacy, “Carol Davila”, University of Medicine and Pharmacy, 020956 Bucharest, Romania; (D.P.M.); (O.T.O.); (G.M.N.); (C.A.); (C.E.Z.); (A.Z.); (O.C.S.); (C.C.); (S.N.)
| | - Anca Zanfirescu
- Faculty of Pharmacy, “Carol Davila”, University of Medicine and Pharmacy, 020956 Bucharest, Romania; (D.P.M.); (O.T.O.); (G.M.N.); (C.A.); (C.E.Z.); (A.Z.); (O.C.S.); (C.C.); (S.N.)
| | - Oana Cristina Seremet
- Faculty of Pharmacy, “Carol Davila”, University of Medicine and Pharmacy, 020956 Bucharest, Romania; (D.P.M.); (O.T.O.); (G.M.N.); (C.A.); (C.E.Z.); (A.Z.); (O.C.S.); (C.C.); (S.N.)
| | - Cornel Chirita
- Faculty of Pharmacy, “Carol Davila”, University of Medicine and Pharmacy, 020956 Bucharest, Romania; (D.P.M.); (O.T.O.); (G.M.N.); (C.A.); (C.E.Z.); (A.Z.); (O.C.S.); (C.C.); (S.N.)
| | - Simona Negres
- Faculty of Pharmacy, “Carol Davila”, University of Medicine and Pharmacy, 020956 Bucharest, Romania; (D.P.M.); (O.T.O.); (G.M.N.); (C.A.); (C.E.Z.); (A.Z.); (O.C.S.); (C.C.); (S.N.)
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Pellkofer HL, Kümpfel T. [Pain in multiple sclerosis and neuromyelitis optica spectrum disorders]. Schmerz 2021; 35:211-222. [PMID: 34032887 DOI: 10.1007/s00482-021-00554-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/06/2021] [Indexed: 12/15/2022]
Abstract
Multiple sclerosis and neuromyelitis optica spectrum disorders are autoimmune inflammatory diseases of the central nervous system, which can lead to a multitude of neurological complaints and pain syndromes. Pain may be an acute symptom during disease exacerbation as well as a chronic symptom, whereby the latter sometimes substantially reduces the quality of life. The etiology of pain is very heterogeneous but the rapid differential diagnostic classification is decisive in order to be able to initiate a differentiated treatment strategy. Chronic pain must be differentiated from pain as a possible (early) symptom of an acute disease exacerbation, classified in more detail and individually treated. These include central neuropathic pain, pain associated with spasticity, musculoskeletal pain due to excess loading and pain as a side effect of immunotherapy and in the context of comorbidities. The treatment strategies are often insufficiently evidence-based due to the lack of data.
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Affiliation(s)
- Hannah L Pellkofer
- Institut für Klinische Neuroimmunologie, LMU Klinikum, Marchioninistr. 15, 81377, München, Deutschland.
| | - Tania Kümpfel
- Institut für Klinische Neuroimmunologie, LMU Klinikum, Marchioninistr. 15, 81377, München, Deutschland
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9
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Zanghì A, D'Amico E, Lo Fermo S, Patti F. Exploring polypharmacy phenomenon in newly diagnosed relapsing-remitting multiple sclerosis: a cohort ambispective single-centre study. Ther Adv Chronic Dis 2021; 12:2040622320983121. [PMID: 33717425 PMCID: PMC7923988 DOI: 10.1177/2040622320983121] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Accepted: 12/02/2020] [Indexed: 01/29/2023] Open
Abstract
Aims: We aimed to examine the frequency of polypharmacy in a large cohort of patients at the time of diagnosis of relapsing–remitting multiple sclerosis (RRMS) and to explore its effects on discontinuation of first disease-modifying treatment (DMT) using survival analysis. Methods: This was a cohort ambispective single-centre study. We enrolled RRMS patients starting their first DMT between 1st January 2013 and 31st December 2015. According to the number of medicines prescribed (except DMTs), we divided the patients into three groups: no-poly RRMS, minor-poly RRMS (from one to three medications), and major-poly RRMS (more than three medications). Results: A total of 392 RRMS patients were enrolled (mean age 41.1). The minor-poly RRMS group included 61 patients (15.6%) and the major-poly RRMS group included 112 (28.6%). Individuals in these groups were older and had higher median body mass index (BMI) than patients in the no-poly RRMS group (p < 0.05). Upon multinomial regression analysis, older age at onset was associated with minor and major polypharmacy (OR 1.050, CI 1.010–1.093, p = 0.015 and OR 1.063, CI 1.026–1.101, p = 0.001, respectively) and higher BMI was associated with major polypharmacy (OR 1.186, CI 1.18–1.29, p = 0.001). The rates of discontinuation of first DMT were similar among the three groups (50.7% for no-Poly RRMS, 50.8% for minor-Poly RRMS, and 53.3% for major-Poly RRMS, p = 0.264). At log-Rank test, there were no differences among the three groups (p = 0.834). Conclusion: Polypharmacy was more common in older RRMS patients with high BMI.
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Affiliation(s)
- Aurora Zanghì
- Department "G.F. Ingrassia"; University of Catania, Catania, Italy
| | - Emanuele D'Amico
- Department "G.F. Ingrassia", Policlinico G. Rodolico, V. Santa Sofia 78, Catania, 95123, Italy
| | | | - Francesco Patti
- Department "G.F. Ingrassia"; University of Catania, Catania, Italy
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Davis DE, Sherrod SD, Gant-Branum RL, Colby JM, McLean JA. Targeted Strategy to Analyze Antiepileptic Drugs in Human Serum by LC-MS/MS and LC-Ion Mobility-MS. Anal Chem 2020; 92:14648-14656. [PMID: 33047601 PMCID: PMC10103591 DOI: 10.1021/acs.analchem.0c03172] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Routine small-molecule analysis is challenging owing to the need for high selectivity and/or low limits of quantification. This work reports a liquid chromatography-tandem mass spectrometry (LC-MS/MS) method to quantify 14 antiepileptic drugs (AEDs) in human serum. For the optimized LC-MS/MS method described herein, we applied the guidelines outlined in the Clinical and Laboratory Standards Institute (CLSI) LC-MS C62-A document and the U.S. Food and Drug Administration (FDA) Bioanalytical Method Validation Guidance for Industry to evaluate the quality of the assay. In these studies, AED linearity, analyte recovery, matrix effects, precision, and accuracy were assessed. Using liquid chromatography-drift tube ion mobility-mass spectrometry (LC-DTIM-MS), a qualitative method was also used to increase confidence in AED identification using accurate mass and collision cross section (CCS) measurements. The LC-DTIM-MS method was also used to assess the ability of drift tube CCS measurements to aid in the separation and identification of AED structural isomers and other AEDs. These data show that another dimension of information, namely CCS measurements, provides an orthogonal dimension of structural information needed for AED analysis. Multiplexed AED measurements using LC-MS/MS and LC-DTIM-MS have the potential to enable better optimization of dosing owing to the high precision capabilities available in these types of analytical studies. Taken together, these data also show the ability to increase confidence in small-molecule identification and quantification using these analytical technologies.
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Affiliation(s)
- Don E Davis
- Center for Innovative Technology, Department of Chemistry, Institute of Chemical Biology, Institute for Integrative Biosystems Research and Education, Vanderbilt-Ingram Cancer Center, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Stacy D Sherrod
- Center for Innovative Technology, Department of Chemistry, Institute of Chemical Biology, Institute for Integrative Biosystems Research and Education, Vanderbilt-Ingram Cancer Center, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Randi L Gant-Branum
- Center for Innovative Technology, Department of Chemistry, Institute of Chemical Biology, Institute for Integrative Biosystems Research and Education, Vanderbilt-Ingram Cancer Center, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Jennifer M Colby
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee 37235, United States
| | - John A McLean
- Center for Innovative Technology, Department of Chemistry, Institute of Chemical Biology, Institute for Integrative Biosystems Research and Education, Vanderbilt-Ingram Cancer Center, Vanderbilt University, Nashville, Tennessee 37235, United States
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Bondi S, Yang D, Croll L, Torres J. Patient Characteristics Associated With Readmission to 3 Neurology Services at an Urban Academic Center. Neurohospitalist 2020; 11:25-32. [PMID: 33868553 DOI: 10.1177/1941874420953320] [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: 11/16/2022] Open
Abstract
Background and Purpose Hospital 30-day readmissions in patients with primary neurological problems are not well characterized. We sought to determine patient characteristics associated with readmission across 3 different inpatient neurology services at New York University Langone Hospital. Methods We retrospectively reviewed all 30-day readmissions from the General Neurology, Epilepsy, and Stroke services at NYULH Brooklyn and Manhattan campuses from 2016-2017 and compared them to a random sample of non-readmitted neurology patients. We used univariate analyses to compare demographics, clinical characteristics, disease specific metrics, and discharge factors of non-readmitted and readmitted groups and binomial logistic regression to examine specific variables with adjustment for confounders. Results We included 284 patients with 30-day readmissions and 306 control patients without readmissions matched by discharge location and service. After adjusting for confounders, we found that the following factors were associated with increased readmission risk: a recent hospital encounter increased risk for all services, increased number of medications at discharge, intensive care unit stay, higher length of stay, and prior history of seizure for the General Neurology Service, increased number of medications at discharge for the Epilepsy Service, and active malignancy and higher discharge modified Rankin Scale score for the Stroke Service. Conclusion This study identifies potential risk factors for readmission in patients across multiple neurology services. Further research is needed to establish whether these risk factors hold across multiple institutions.
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Affiliation(s)
- Steven Bondi
- Department of Neurology, New York University Langone Health, New York, NY, USA
| | - Dixon Yang
- Department of Neurology, New York University Langone Health, New York, NY, USA
| | - Leah Croll
- Department of Neurology, New York University Langone Health, New York, NY, USA
| | - Jose Torres
- Department of Neurology, New York University Langone Health, New York, NY, USA
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Computational Drug Repurposing Algorithm Targeting TRPA1 Calcium Channel as a Potential Therapeutic Solution for Multiple Sclerosis. Pharmaceutics 2019; 11:pharmaceutics11090446. [PMID: 31480671 PMCID: PMC6781306 DOI: 10.3390/pharmaceutics11090446] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2019] [Revised: 08/19/2019] [Accepted: 08/24/2019] [Indexed: 02/06/2023] Open
Abstract
Multiple sclerosis (MS) is a chronic autoimmune disease affecting the central nervous system (CNS) through neurodegeneration and demyelination, leading to physical/cognitive disability and neurological defects. A viable target for treating MS appears to be the Transient Receptor Potential Ankyrin 1 (TRPA1) calcium channel, whose inhibition has been shown to have beneficial effects on neuroglial cells and protect against demyelination. Using computational drug discovery and data mining methods, we performed an in silico screening study combining chemical graph mining, quantitative structure-activity relationship (QSAR) modeling, and molecular docking techniques in a global prediction model in order to identify repurposable drugs as potent TRPA1 antagonists that may serve as potential treatments for MS patients. After screening the DrugBank database with the combined generated algorithm, 903 repurposable structures were selected, with 97 displaying satisfactory inhibition probabilities and pharmacokinetics. Among the top 10 most probable inhibitors of TRPA1 with good blood brain barrier (BBB) permeability, desvenlafaxine, paliperidone, and febuxostat emerged as the most promising repurposable agents for treating MS. Molecular docking studies indicated that desvenlafaxine, paliperidone, and febuxostat are likely to induce allosteric TRPA1 channel inhibition. Future in vitro and in vivo studies are needed to confirm the biological activity of the selected hit molecules.
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Frahm N, Hecker M, Zettl UK. Polypharmacy in patients with multiple sclerosis: a gender-specific analysis. Biol Sex Differ 2019; 10:27. [PMID: 31133051 PMCID: PMC6537438 DOI: 10.1186/s13293-019-0243-9] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2019] [Accepted: 05/17/2019] [Indexed: 12/17/2022] Open
Abstract
Background Multiple sclerosis (MS) affects about three times more women than men. Due to variable MS courses, multiple therapies are necessary in clinical practice. Objective We aimed at conducting sex-specific analyses of MS patients regarding polypharmacy (≥ 5 drugs) and at identifying differences in the medication spectrum. Methods Clinico-demographic data were gathered from 306 patients using clinical examinations, structured patient interviews, and patient records. Statistical data analyses were performed to evaluate whether the same or different factors are associated with polypharmacy in both genders. Results Women (N = 218) and men (N = 88) showed similar polypharmacy rates (56.0% vs. 58.0%; p = 0.799). For both genders, higher age, severe disability degrees, comorbidities, and inpatient treatment were significantly associated with a higher polypharmacy risk. Low educational levels were predictors of polypharmacy only in women. Fampridine (p < 0.021) and antispasmodics (p < 0.010) were used more often by men, while women took more frequently thyroid medications (p < 0.001) and contraceptives (p < 0.001). The age-related increase in medication use was much stronger in women (p < 0.001). Conclusion Male and female MS patients with older age, comorbidities, higher disability degree, and inpatient treatment are at greater risk of polypharmacy. Future studies should examine the occurrence of clinically relevant drug interactions in MS patients stratified by sex.
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Affiliation(s)
- Niklas Frahm
- Department of Neurology, Neuroimmunology Section, University of Rostock, Gehlsheimer Straße 20, 18147, Rostock, Germany.
| | - Michael Hecker
- Department of Neurology, Neuroimmunology Section, University of Rostock, Gehlsheimer Straße 20, 18147, Rostock, Germany
| | - Uwe Klaus Zettl
- Department of Neurology, Neuroimmunology Section, University of Rostock, Gehlsheimer Straße 20, 18147, Rostock, Germany
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Frahm N, Hecker M, Zettl UK. Multi-drug use among patients with multiple sclerosis: A cross-sectional study of associations to clinicodemographic factors. Sci Rep 2019; 9:3743. [PMID: 30842515 PMCID: PMC6403326 DOI: 10.1038/s41598-019-40283-5] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2018] [Accepted: 02/13/2019] [Indexed: 12/19/2022] Open
Abstract
Multiple sclerosis (MS) is the most prevalent immune-mediated disease affecting the central nervous system. A treatment strategy with multiple therapies is a frequent clinical scenario. Unmonitored multi-drug use can lead to adverse outcomes, higher health care costs and medication non-adherence. The primary aim of this study was to evaluate the frequency of polypharmacy and related clinicodemographic factors in a single-center MS patient cohort. Furthermore, medication aspects of therapy management were examined. After the patients agreed to participate in the study, data were collected through patient interviews, patient records and clinical investigations. Subsequently, a statistical data analysis regarding various medication subgroups and polypharmacy (use of at least five drugs) was performed. Polypharmacy was observed in 56.5% of the patients (N = 306). High degrees of disability (odds ratio [OR] = 1.385), comorbidities (OR = 4.879) and inpatient treatment (OR = 5.146) were associated with a significantly higher risk of polypharmacy (p ≤ 0.001). Among patients with polypharmacy, disease-modifying drugs, antihypertensives, gastrointestinal drugs, thrombosis prophylactics, osteoporosis medications and sedatives were frequently used. In summary, polypharmacy plays a large role in MS patients, especially in those with higher degrees of disability, those with comorbidities and those treated in an inpatient setting.
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Affiliation(s)
- Niklas Frahm
- Neuroimmunology Section, Department of Neurology, University of Rostock, Rostock, Germany.
| | - Michael Hecker
- Neuroimmunology Section, Department of Neurology, University of Rostock, Rostock, Germany
| | - Uwe Klaus Zettl
- Neuroimmunology Section, Department of Neurology, University of Rostock, Rostock, Germany
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Frahm N, Hecker M, Zettl UK. Polypharmacy in outpatients with relapsing-remitting multiple sclerosis: A single-center study. PLoS One 2019; 14:e0211120. [PMID: 30677078 PMCID: PMC6345436 DOI: 10.1371/journal.pone.0211120] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2018] [Accepted: 01/08/2019] [Indexed: 12/13/2022] Open
Abstract
Background Multiple sclerosis (MS) is an immune-mediated disease of the central nervous system. Given the chronic and heterogenous nature of the disease, treatment with various therapies is a frequent scenario in clinical practice. In persons with chronic morbidity such as MS patients, polypharmacy can give rise to considerable health problems. Objectives The aim of the present study was to examine the frequency of polypharmacy among relapsing-remitting (RR) MS patients as well as to analyse sociodemographic and clinical factors, which might be associated with polypharmacy (use of five or more medications). Differences in medication between MS patients with and without secondary illnesses (PwSI and Pw/oSI), between men and women and between patients with and without polypharmacy (PwP and Pw/oP) were examined. Methods For 145 RRMS outpatients, we prospectively collected data by means of anamnesis, patient records, clinical examination and a structured patient interview. This was followed by comparative analyses of various patient subgroups (PwP vs. Pw/oP, PwSI vs. Pw/oSI, men vs. women). Results The proportion of included MS patients with polypharmacy (use of ≥5 medications) was 30.3%. PwP were significantly older than Pw/oP (45.9 vs. 41.7 years), had a lower level of education and showed a significantly higher median EDSS score (3.0 vs. 2.0). Comorbidities (p<0.001; odds ratio [OR] = 6.293) and higher EDSS scores (p = 0.029; OR = 1.440) were associated with a higher risk of polypharmacy. The proportion of polypharmacy among PwSI was approximately four times higher than among Pw/oSI (46.8% vs. 11.8%). Particularly in the use of antihypertensives, gastrointestinal drugs and dietary supplements, there were differences between Pw/oP and PwP. Conclusion We found a high burden of polypharmacy in patients with RRMS. This particularly applies to more severely disabled MS patients who suffer from comorbidities.
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Affiliation(s)
- Niklas Frahm
- Neuroimmunology Section, Department of Neurology, University of Rostock, Rostock, Germany
- * E-mail:
| | - Michael Hecker
- Neuroimmunology Section, Department of Neurology, University of Rostock, Rostock, Germany
| | - Uwe Klaus Zettl
- Neuroimmunology Section, Department of Neurology, University of Rostock, Rostock, Germany
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Baftiu A, Feet SA, Larsson PG, Burns ML, Henning O, Sætre E, Molden E, Granas AG, Johannessen SI, Landmark CJ. Utilisation and polypharmacy aspects of antiepileptic drugs in elderly versus younger patients with epilepsy: A pharmacoepidemiological study of CNS-active drugs in Norway, 2004-2015. Epilepsy Res 2018; 139:35-42. [DOI: 10.1016/j.eplepsyres.2017.11.001] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2017] [Revised: 10/07/2017] [Accepted: 11/09/2017] [Indexed: 12/13/2022]
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