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Cárdenas-Robledo S, Otero-Romero S, Passarell-Bacardit MA, Carbonell-Mirabent P, Sastre-Garriga J, Montalban X, Tintoré M. Multiple sclerosis is associated with higher comorbidity and health care resource use: A population-based, case-control study in a western Mediterranean region. Eur J Neurol 2021; 28:4124-4134. [PMID: 34293826 DOI: 10.1111/ene.15030] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Accepted: 07/19/2021] [Indexed: 11/26/2022]
Abstract
BACKGROUND AND PURPOSE Comorbidities are common in multiple sclerosis (MS), and have been associated with worse outcomes and increased health care resource usage. We studied the frequency of comorbidities and adverse health behaviors (AHBs) in MS patients in the Mediterranean region of Catalonia. METHODS This population-based, case-control study used primary health care information covering 80% of Catalonia's population. Cases were matched by age/sex with randomly chosen controls (ratio = 1:5). Demographic information, comorbidities, AHBs, annual visits, sick leave days, and medication dispensing were studied. The association of comorbidities with MS and the profile of comorbidities according to sex within MS cases were assessed with multivariate logistic regression models, after adjusting for confounding variables. Health care resource usage was analyzed in MS cases compared to controls, and within MS cases in those with compared to those without comorbidities. RESULTS Five thousand five hundred forty-eight MS cases and 27,710 controls (70% female, mean age = 48.3 years) were included. Stroke (odds ratio [OR] = 1.54, 95% confidence interval [CI] = 1.17-1.99), epilepsy (OR = 2.46, 95% CI = 1.94-3.10), bipolar disorder (OR = 1.67, 95% CI = 1.17-2.36), and depression (OR = 1.83, 95% CI = 1.70-1.98) were more frequent in MS. Cases were more prone to smoking but less to alcohol intake. Among cases, psychiatric comorbidities were more frequent in women, whereas cardiovascular diseases and AHBs were more frequent in men. MS patients, particularly with comorbidities, had higher health care resource usage than controls. CONCLUSIONS Psychiatric comorbidities, stroke, epilepsy, and AHBs are more common in MS patients than in the general population in the western Mediterranean region of Catalonia. The presence of comorbidities increases the health care resource usage in MS patients.
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Affiliation(s)
- Simón Cárdenas-Robledo
- Neurology-Neuroimmunology Service, Multiple Sclerosis Center of Catalonia (Cemcat), Hospital Universitari Vall d'Hebron, Barcelona, Spain.,Department of Neurology, Multiple Sclerosis Center (CEMHUN), Hospital Universitario Nacional de Colombia, Bogotá, Colombia
| | - Susana Otero-Romero
- Neurology-Neuroimmunology Service, Multiple Sclerosis Center of Catalonia (Cemcat), Hospital Universitari Vall d'Hebron, Barcelona, Spain.,Preventive Medicine and Epidemiology Service, Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Maria Angels Passarell-Bacardit
- Atención Primaria / IDIAP Jordi Gol Primary Care Research Institute, Institut Catalá de la Salut, Catalunya Central, Barcelona, Spain
| | - Pere Carbonell-Mirabent
- Neurology-Neuroimmunology Service, Multiple Sclerosis Center of Catalonia (Cemcat), Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Jaume Sastre-Garriga
- Neurology-Neuroimmunology Service, Multiple Sclerosis Center of Catalonia (Cemcat), Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Xavier Montalban
- Neurology-Neuroimmunology Service, Multiple Sclerosis Center of Catalonia (Cemcat), Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Mar Tintoré
- Neurology-Neuroimmunology Service, Multiple Sclerosis Center of Catalonia (Cemcat), Hospital Universitari Vall d'Hebron, Barcelona, Spain
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Maroufi H, Mortazavi SH, Sahraian MA, Eskandarieh S. Environmental risk factors of multiple sclerosis in the Middle East and North Africa region: A systematic review. CURRENT JOURNAL OF NEUROLOGY 2021; 20:166-184. [PMID: 38011462 PMCID: PMC8984778 DOI: 10.18502/cjn.v20i3.7693] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Accepted: 05/05/2021] [Indexed: 11/24/2022]
Abstract
Background: The environmental factors play a major role as risk factors of multiple sclerosis (MS). This study aimed at gathering environmental risk factors of MS in the Middle East and North Africa (MENA). Methods: We used MEDLINE and EMBASE databases by a systematic review method. Out of a total of 123 studies, 16 studies met the eligibility criteria. Results: Totally, 47 risk factors were assessed as follows: six studies found sunlight exposure as a protective factor with the odds ratio (OR) ranging from 0.06 to 0.57. Six studies evaluated smoking as a risk factor with the OR ranging from 1.69 in all patients to 6.48 in female patients. Four studies supported measles infection as a risk factor with the OR ranging from 1.60 to 3.77, and in 3 studies, stressful events had a significant association with the OR of 1.80, 1.90, and 32.57. Conclusion: Among 47 assessed risk factors, sunlight exposure, cigarette smoking, measles infection, Epstein-Barr virus (EBV) infection, and stressful events had a significant association with MS.
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Affiliation(s)
- Hossein Maroufi
- Multiple Sclerosis Research Center, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Seyyed Hosein Mortazavi
- Multiple Sclerosis Research Center, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad Ali Sahraian
- Multiple Sclerosis Research Center, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Sharareh Eskandarieh
- Multiple Sclerosis Research Center, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran
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Sorensen A, Conway DS, Briggs FBS. Characterizing relapsing remitting multiple sclerosis patients burdened with hypertension, hyperlipidemia, and asthma. Mult Scler Relat Disord 2021; 53:103040. [PMID: 34058603 DOI: 10.1016/j.msard.2021.103040] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Revised: 05/09/2021] [Accepted: 05/16/2021] [Indexed: 01/13/2023]
Abstract
BACKGROUND Hypertension, hyperlipidemia, and asthma are common in multiple sclerosis (MS) patients and adversely impact physical and mental health independent of sociodemographic and clinical attributes. Characterizing MS patients with these comorbidities is necessary for informing comorbidity screening and managed care in vulnerable patient subgroups; however, there is sparse data currently available. METHODS We conducted cross-sectional analyses of 2,012 relapsing remitting (RR) MS patients. Separate multivariable logistic regression models were conducted for the presence of hypertension, hyperlipidemia, and asthma. Independent variables included age, sex, race, MS duration, body mass index classification, insurance payer, smoking status, median income by residence ZIP code, disease modifying therapies, and the other comorbidities. RESULTS Hypertension was more common in RRMS patients who were older, obese/severely obese, had hyperlipidemia, were asthmatics, living in neighborhoods with the lowest income, and who were Black Americans. RRMS patients with hyperlipidemia were more likely to be male, older, overweight/obese/severely obese, hypertensive, asthmatics, and White American. Asthmatic RRMS patients were more likely to be female, obese, hypertensive, and living in neighborhood of medium/low income, and less likely to be on interferons or glatiramer acetate. CONCLUSION We identified factors independently associated with common comorbidity burden in RRMS patients, which will inform risk-stratification efforts aimed at mitigating the adverse impact of these conditions in MS patients. Our results are consistent with what is known about the determinants of hypertension, hyperlipidemia, and asthma in the non-MS patient population, and therefore disparities that exist in screening and management in the general U.S. population may likely exist in U.S. MS patients. It is also possible that there may be unique differences in specific MS patient subgroups, which warrants further investigation and detailed characterization.
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Affiliation(s)
- Alena Sorensen
- Department of Population and Quantitative Health Sciences, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Devon S Conway
- The Mellen Center for Multiple Sclerosis and Research, Department of Neurology, Neurological Institute, Cleveland Clinic Foundation, Cleveland, OH, USA; Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, OH, USA
| | - Farren B S Briggs
- Department of Population and Quantitative Health Sciences, Case Western Reserve University School of Medicine, Cleveland, OH, USA.
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54
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Reia A, Petruzzo M, Falco F, Costabile T, Conenna M, Carotenuto A, Petracca M, Servillo G, Lanzillo R, Brescia Morra V, Moccia M. A Retrospective Exploratory Analysis on Cardiovascular Risk and Cognitive Dysfunction in Multiple Sclerosis. Brain Sci 2021; 11:502. [PMID: 33923390 PMCID: PMC8071566 DOI: 10.3390/brainsci11040502] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2021] [Revised: 03/22/2021] [Accepted: 04/13/2021] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Cardiovascular comorbidities have been associated with cognitive decline in the general population. OBJECTIVES To evaluate the associations between cardiovascular risk and neuropsychological performances in MS. METHODS This is a retrospective study, including 69 MS patients. For all patients, we calculated the Framingham risk score, which provides the 10-year probability of developing macrovascular disease, using age, sex, diabetes, smoking, systolic blood pressure, and cholesterol levels as input variables. Cognitive function was examined with the Brief International Cognitive Assessment for MS (BICAMS), including the Symbol Digit Modalities Test (SDMT), the California Verbal Learning Test-II (CVLT-II), and the Brief Visuospatial Memory Test-Revised (BVMT-R). RESULTS Each point increase of the Framingham risk score corresponded to 0.21 lower CVLT-II score. Looking at Framingham risk score components, male sex and higher total cholesterol levels corresponded to lower CVLT scores (Coeff = -8.54; 95%CI = -15.51, -1.57; and Coeff = -0.11; 95%CI = -0.20, -0.02, respectively). No associations were found between cardiovascular risk and SDMT or BVMT-R. CONCLUSIONS In our exploratory analyses, cardiovascular risk was associated with verbal learning dysfunction in MS. Lifestyle and pharmacological interventions on cardiovascular risk factors should be considered carefully in the management of MS, given the possible effects on cognitive function.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Marcello Moccia
- Department of Neurosciences, Reproductive Science and Odontostomatology, Federico II University, 80131 Naples, Italy; (A.R.); (M.P.); (F.F.); (T.C.); (M.C.); (A.C.); (M.P.); (G.S.); (R.L.); (V.B.M.)
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Jakimovski D, Eckert SP, Zivadinov R, Weinstock-Guttman B. Considering patient age when treating multiple sclerosis across the adult lifespan. Expert Rev Neurother 2021; 21:353-364. [PMID: 33595379 DOI: 10.1080/14737175.2021.1886082] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Introduction: The successful development of anti-inflammatory disease-modifying treatments (DMT) significantly improved disease outcomes and longevity of persons with multiple sclerosis (pwMS). However, the shift toward an elderly MS population has resulted with new concerns regarding DMT efficacy and safety.Areas covered: This review summarizes the evidence of an age-based decrease in the efficacy of MS DMTs and increase in pharmacovigilance concerns. The age effects on pathophysiological MS processes, immunosenescence and its relevance to DMT selection or discontinuation are also reviewed. Lastly, the authors discuss the influence of age-associated comorbidities on DMT initiation and drug-induced events.Expert opinion: There is an age discrepancy between pwMS included in regulatory drug trials and an aging real-world MS population. Most trials demonstrate significantly diminished anti-inflammatory efficacy in patients older than 40 years old. Older age is associated with a greater risk for adverse events including serious infections. Age-associated comorbidities influence the risk-benefit analysis and sometimes cause patients to discontinue DMTs. Instead of chronological age cutoffs, therefore, studies should aim at promoting biologically-based age biomarkers.
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Affiliation(s)
- Dejan Jakimovski
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA.,Jacobs Comprehensive MS Treatment and Research Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences University at Buffalo, Buffalo, NY, USA
| | - Svetlana P Eckert
- Jacobs Comprehensive MS Treatment and Research Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences University at Buffalo, Buffalo, NY, USA
| | - Robert Zivadinov
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA.,Jacobs Comprehensive MS Treatment and Research Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences University at Buffalo, Buffalo, NY, USA.,Center for Biomedical Imaging at Clinical Translational Science Institute, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Bianca Weinstock-Guttman
- Jacobs Comprehensive MS Treatment and Research Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences University at Buffalo, Buffalo, NY, USA
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Petruzzo M, Reia A, Maniscalco GT, Luiso F, Lanzillo R, Russo CV, Carotenuto A, Allegorico L, Palladino R, Brescia Morra V, Moccia M. The Framingham cardiovascular risk score and 5-year progression of multiple sclerosis. Eur J Neurol 2020; 28:893-900. [PMID: 33091222 DOI: 10.1111/ene.14608] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Accepted: 10/18/2020] [Indexed: 12/13/2022]
Abstract
BACKGROUND AND PURPOSE Cardiovascular risk factors and comorbidities can affect the prognosis of multiple sclerosis (MS). The Framingham risk score is an algorithm that can estimate the 10-year risk of developing macrovascular disease. Our objectives were to evaluate the possible association between the Framingham risk score at baseline and MS relapses, disability, and disease-modifying therapy (DMT) choices over a 5-year follow-up. METHODS This is a retrospective cohort study including 251 MS subjects. At baseline, we calculated the Framingham risk score considering the following variables: age, sex, diabetes, smoking, systolic blood pressure, and body mass index. MS outcomes including relapses, disability, and treatments were collected over 5 years. Cox proportional regression models were employed to estimate hazard ratios (HRs). RESULTS A one-point increase in the Framingham risk score was associated with 31% higher risk of relapse (HR = 1.31; 95% confidence interval [CI] = 1.03, 1.68), 19% higher risk of reaching of EDSS 6.0 (HR = 1.19; 95% CI = 1.05, 3.01), and 62% higher risk of DMT escalation (HR = 1.62; 95% CI = 1.22, 3.01). CONCLUSIONS Higher cardiovascular risk was associated with higher risk of relapses, disability, and DMT escalation in MS. Early identification, correction, and treatment of cardiovascular comorbidities should be carefully considered within MS management.
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Affiliation(s)
- Martina Petruzzo
- Department of Neuroscience, Reproductive Science and Odontostomatology, Multiple Sclerosis Clinical Care and Research Centre, Federico II University, Naples, Italy
| | - Antonio Reia
- Department of Neuroscience, Reproductive Science and Odontostomatology, Multiple Sclerosis Clinical Care and Research Centre, Federico II University, Naples, Italy
| | | | - Fabrizio Luiso
- Department of Neuroscience, Reproductive Science and Odontostomatology, Multiple Sclerosis Clinical Care and Research Centre, Federico II University, Naples, Italy
| | - Roberta Lanzillo
- Department of Neuroscience, Reproductive Science and Odontostomatology, Multiple Sclerosis Clinical Care and Research Centre, Federico II University, Naples, Italy
| | - Cinzia Valeria Russo
- Department of Neuroscience, Reproductive Science and Odontostomatology, Multiple Sclerosis Clinical Care and Research Centre, Federico II University, Naples, Italy
| | - Antonio Carotenuto
- Department of Neuroscience, Reproductive Science and Odontostomatology, Multiple Sclerosis Clinical Care and Research Centre, Federico II University, Naples, Italy
| | - Lia Allegorico
- Department of Neurology, Cardarelli Hospital, Naples, Italy
| | | | - Vincenzo Brescia Morra
- Department of Neuroscience, Reproductive Science and Odontostomatology, Multiple Sclerosis Clinical Care and Research Centre, Federico II University, Naples, Italy
| | - Marcello Moccia
- Department of Neuroscience, Reproductive Science and Odontostomatology, Multiple Sclerosis Clinical Care and Research Centre, Federico II University, Naples, Italy
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Wang R, Luo W, Liu Z, Liu W, Liu C, Liu X, Zhu H, Li R, Song J, Hu X, Han S, Qiu W. Integration of the Extreme Gradient Boosting model with electronic health records to enable the early diagnosis of multiple sclerosis. Mult Scler Relat Disord 2020; 47:102632. [PMID: 33276240 DOI: 10.1016/j.msard.2020.102632] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2020] [Revised: 10/31/2020] [Accepted: 11/13/2020] [Indexed: 10/22/2022]
Abstract
BACKGROUND Delayed multiple sclerosis (MS) diagnoses are not uncommon, an early diagnostic tool is urgently warranted. We aimed to develop an effective tool through electronic health records and machine learning techniques to early recognize MS patients from hospital visitors in China. METHODS Two case sets were collected from January 2016 to December 2018. The training set had 239 MS and 1142 controls, and the test set had 23 MS and 92 controls. The utility of Extreme Gradient Boosting (XGBoost), Random Forest (RF), Naive Bayes, K-nearest-neighbor (KNN) and Support Vector Machine (SVM) in early diagnosis of MS was evaluated by the area under curve of receiver operating characteristic, precision, recall, specificity, accuracy and F1 score. RESULTS The XGBoost performed the best and was used to generate the results. Thirty-four variables which were highly relevant to MS diagnosis were set for the XGBoost model, and their relative importance with MS were ranked. The training set recall was 0.632, with a precision of 0.576, and the test set recall was 0.609, with a precision of 0.609. Our study found that 61%, 51%, and 49% of the patients could be diagnosed with MS, 1, 2, and 3 years earlier than their real diagnostic time point, respectively. CONCLUSIONS A diagnostic tool for early MS recognition based on the XGBoost model and electronic health records were developed to help reduce diagnostic delays in MS.
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Affiliation(s)
- Ruoning Wang
- Department of Continuing Medical Education, Peking University Health Science Center, Beijing, China
| | - Wenjing Luo
- Department of Neurology, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Zifeng Liu
- Department of clinical data center, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Weilong Liu
- Medical Data Operation Department, Chengdu Medlinker Science and Technology Co., Ltd, Beijing, China
| | - Chunxin Liu
- Department of Neurology, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Xun Liu
- Department of clinical data center, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - He Zhu
- Department of Real-World Evidence and Pharmacoeconomics, International Research Center for Medicinal Administration, Peking University, Beijing, China
| | - Rui Li
- Department of Neurology, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Jiafang Song
- Department of Real-World Evidence and Pharmacoeconomics, International Research Center for Medicinal Administration, Peking University, Beijing, China
| | - Xueqiang Hu
- Department of Neurology, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Sheng Han
- Department of Real-World Evidence and Pharmacoeconomics, International Research Center for Medicinal Administration, Peking University, Beijing, China.
| | - Wei Qiu
- Department of Neurology, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China.
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Abstract
The relationship between headache and multiple sclerosis (MS) has been a matter of controversy for over 60 years. Headaches are still rated as a "red flag", indicating alternative diagnoses to MS, although in the last few years numerous studies have shown a frequent association between headache and MS. In recent studies on MS patients, a link was found between lower age/shorter disease duration of MS and frequent headaches. A study of 50 patients manifesting MS for the first time showed the highest headache prevalence in MS of 78% reported so far.Headaches can also be a possible side effect of most disease-modifying MS drugs. In many cases, however, the headache appears to be a symptom of MS in terms of secondary headache. This is also supported by pathophysiological implications, for example, by detecting B cell follicles in the meninges of MS patients.Migraine is the most common type of headache in MS. In some cases, this is a comorbidity of two diseases with many similarities, but headaches caused by inflammatory MS lesions also appear to be phenomenologically very similar to classic migraines; thus, distinguishing between them is often only successful with the help of thorough differential diagnostics (cerebrospinal fluid, MRI etc.).The task of future studies must be to specify the phenomenology of headache in MS even more precisely, in order to, to gain knowledge in, among others, patients with radiologically isolated syndrome, who often suffer from headache, because in these patients a considerable differential diagnostic and therapeutic uncertainty exists.
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Maric GD, Pekmezovic TD, Mesaros ST, Tamas OS, Ivanovic JB, Martinovic VN, Andabaka MM, Jovanovic AL, Veselinovic ND, Kisic-Tepavcevic DB, Drulovic JS. The prevalence of comorbidities in patients with multiple sclerosis: population-based registry data. Neurol Sci 2020; 42:1887-1893. [PMID: 32964347 DOI: 10.1007/s10072-020-04727-5] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2020] [Accepted: 09/15/2020] [Indexed: 10/23/2022]
Abstract
BACKGROUND Comorbidities occur frequently in persons with multiple sclerosis (MS). The aim of the present study was to determine the prevalence of the most common comorbidities in the population of MS patients in Belgrade, Serbia. MATERIAL AND METHODS Data on diagnosed and fully documented comorbidities were taken from the Belgrade MS population registry. The list of explored comorbidities included cardiovascular, malignant, and autoimmune diseases; psychiatric disorders; epilepsy; and type 2 diabetes. In the data analysis, crude, age- and gender-specific, and age-adjusted prevalence was calculated. Additionally, comorbidities were analyzed in patients with various MS phenotypes. RESULTS The most prevalent group of comorbidities were psychiatric (prevalence (Prev) = 20.59%, 95% CI 19.10-22.17) and cardiovascular comorbidities (Prev = 15.23%, 95% CI 13.93-16.63). The most prevalent single comorbidities were depression (Prev = 11.82%, 95% CI 10.64-13.11) and hypertension (Prev = 11.41%, 95% CI 10.25-12.68). Type 2 diabetes was significantly more prevalent in patients with primary progressive MS compared with the patients with relapsing-remitting and secondary progressive MS (p < 0.001). We found statistically significant positive correlation between number of comorbidities and progression index (p < 0.001). Patients treated with disease-modifying therapies (DMTs) had significantly higher risk of developing comorbidity, after treatment initiation, compared with those who were untreated (p = 0.001). CONCLUSIONS Our study demonstrated high prevalence of comorbidities in persons with MS, with psychiatric and cardiovascular diseases being the most common. Furthermore, our findings confirmed the association of comorbidities with progression of disability and emphasized their role in treatment decision-making in MS.
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Affiliation(s)
- Gorica D Maric
- Institute of Epidemiology, Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Tatjana D Pekmezovic
- Institute of Epidemiology, Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Sarlota T Mesaros
- Department of the CNS Immune-Mediated Disorders, Clinic of Neurology, Clinical Center of Serbia, Belgrade, Serbia.,Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Olivera S Tamas
- Department of the CNS Immune-Mediated Disorders, Clinic of Neurology, Clinical Center of Serbia, Belgrade, Serbia
| | - Jovana B Ivanovic
- Department of the CNS Immune-Mediated Disorders, Clinic of Neurology, Clinical Center of Serbia, Belgrade, Serbia
| | - Vanja N Martinovic
- Department of the CNS Immune-Mediated Disorders, Clinic of Neurology, Clinical Center of Serbia, Belgrade, Serbia
| | - Marko M Andabaka
- Institute of Genetics, Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Aleksa Lj Jovanovic
- Institute of Epidemiology, Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Nikola D Veselinovic
- Department of the CNS Immune-Mediated Disorders, Clinic of Neurology, Clinical Center of Serbia, Belgrade, Serbia
| | | | - Jelena S Drulovic
- Department of the CNS Immune-Mediated Disorders, Clinic of Neurology, Clinical Center of Serbia, Belgrade, Serbia. .,Faculty of Medicine, University of Belgrade, Belgrade, Serbia.
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Magyari M, Sorensen PS. Comorbidity in Multiple Sclerosis. Front Neurol 2020; 11:851. [PMID: 32973654 PMCID: PMC7473304 DOI: 10.3389/fneur.2020.00851] [Citation(s) in RCA: 110] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2019] [Accepted: 07/07/2020] [Indexed: 01/09/2023] Open
Abstract
Comorbidities in patients with multiple sclerosis (MS) has become an area of increasing interest in the recent years. A comorbidity is defined as any additional disease that coexists in an individual with a given index disease and that is not an obvious complication of the index disease. The aim of this review is to describe the current evidence regarding the range of comorbidities in the population with MS reported in different countries and the current knowledge about the influence of comorbidities on the clinical features and therapeutic challenges in MS. Certain comorbidities are more prevalent in people with MS such as depression, anxiety, cerebro- and cardiovascular diseases, and certain autoimmune disorders such as diabetes, thyroid disease, and inflammatory bowel disease. A previous perception of a trend toward a lower overall risk of cancer in patients with MS appears to be challenged, but there is no evidence on any higher occurrence of malignancies in the population with MS. Comorbidities may modify the clinical presentation of MS, and have implications for treatment choice, adherence, and outcome. Several comorbid conditions are associated with increased disability progression, including diabetes, hypertension, and chronic obstructive pulmonary disease. Comorbidities are common in MS from the time of diagnosis and may account for some of the heterogeneity observed in MS, including diagnostic delay, clinical presentation, degree of disability progression, rate of health care utilization, working ability, employment status, and quality of life. Coexisting diseases and polypharmacy increase the complexity of patient management and poses major challenges, particularly with the increasing number of immunosuppressive disease-modifying therapies.
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Affiliation(s)
- Melinda Magyari
- Department of Neurology, Danish Multiple Sclerosis Center, Copenhagen University Hospital, Rigshospitalet, Denmark.,Department of Neurology, The Danish Multiple Sclerosis Registry, Copenhagen University Hospital, Rigshospitalet, Denmark
| | - Per Soelberg Sorensen
- Department of Neurology, Danish Multiple Sclerosis Center, Copenhagen University Hospital, Rigshospitalet, Denmark
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Zhang T, Goodman M, Zhu F, Healy B, Carruthers R, Chitnis T, Weiner H, Cai T, De Jager P, Tremlett H, Xia Z. Phenome-wide examination of comorbidity burden and multiple sclerosis disease severity. NEUROLOGY-NEUROIMMUNOLOGY & NEUROINFLAMMATION 2020; 7:7/6/e864. [PMID: 32817202 PMCID: PMC7673286 DOI: 10.1212/nxi.0000000000000864] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/02/2020] [Accepted: 06/17/2020] [Indexed: 12/20/2022]
Abstract
Objective We assessed the comorbidity burden associated with multiple sclerosis (MS) severity by performing a phenome-wide association study (PheWAS). Methods We conducted a PheWAS in 2 independent cohorts: a discovery (Boston, United States; 1993–2014) and extension cohort (British Columbia, Canada; 1991–2008). We included adults with MS, ≥1 Expanded Disability Status Scale (EDSS) score, and ≥1 International Classification of Diseases (ICD) code other than MS. We calculated the Multiple Sclerosis Severity Score (MSSS) using the EDSS. We mapped ICD codes into PheCodes (phenotypes), using a published system with each PheCode representing a unique medical condition. Association between the MSSS and the presence of each condition was assessed using logistic regression adjusted for covariates. Results The discovery and extension cohorts included 3,439 and 4,876 participants, respectively. After Bonferroni correction and covariate adjustments, a higher MSSS was associated with 37 coexisting conditions in the discovery cohort. Subsequently, 16 conditions, including genitourinary, infectious, metabolic, epilepsy, and movement disorders, met the reporting criteria, reaching the Bonferroni threshold of significance with the same direction of effect in the discovery and extension cohort. Notably, benign neoplasm of the skin was inversely associated with the MSSS. Conclusion The phenome-wide approach enabled a systematic interrogation of the comorbidity burden and highlighted clinically relevant medical conditions associated with MS severity (beyond MS-specific consequences) and defines a roadmap for comprehensive investigation of comorbidities in chronic neurologic diseases. Further prospective investigation of the bidirectional relationship between disability and comorbidities could inform the individualized patient management.
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Affiliation(s)
- Tingting Zhang
- From the Department of Health Services (T.Z.), Policy and Practice, Brown University, Providence, RI; Department of Biostatistics (M.G., T. Cai), Harvard T. H. Chan School of Public Health, Boston, MA; Department of Medicine (Neurology) (F.Z., R.C., H.T.), and the Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, Canada; Department of Neurology (B.H., T. Chitnis, H.W., P.D.J., Z.X.), Brigham and Women's Hospital, Boston, MA; Department of Neurology (P.D.J.), Columbia University, New York, NY; and Department of Neurology (Z.X.), University of Pittsburgh, PA
| | - Matthew Goodman
- From the Department of Health Services (T.Z.), Policy and Practice, Brown University, Providence, RI; Department of Biostatistics (M.G., T. Cai), Harvard T. H. Chan School of Public Health, Boston, MA; Department of Medicine (Neurology) (F.Z., R.C., H.T.), and the Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, Canada; Department of Neurology (B.H., T. Chitnis, H.W., P.D.J., Z.X.), Brigham and Women's Hospital, Boston, MA; Department of Neurology (P.D.J.), Columbia University, New York, NY; and Department of Neurology (Z.X.), University of Pittsburgh, PA
| | - Feng Zhu
- From the Department of Health Services (T.Z.), Policy and Practice, Brown University, Providence, RI; Department of Biostatistics (M.G., T. Cai), Harvard T. H. Chan School of Public Health, Boston, MA; Department of Medicine (Neurology) (F.Z., R.C., H.T.), and the Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, Canada; Department of Neurology (B.H., T. Chitnis, H.W., P.D.J., Z.X.), Brigham and Women's Hospital, Boston, MA; Department of Neurology (P.D.J.), Columbia University, New York, NY; and Department of Neurology (Z.X.), University of Pittsburgh, PA
| | - Brian Healy
- From the Department of Health Services (T.Z.), Policy and Practice, Brown University, Providence, RI; Department of Biostatistics (M.G., T. Cai), Harvard T. H. Chan School of Public Health, Boston, MA; Department of Medicine (Neurology) (F.Z., R.C., H.T.), and the Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, Canada; Department of Neurology (B.H., T. Chitnis, H.W., P.D.J., Z.X.), Brigham and Women's Hospital, Boston, MA; Department of Neurology (P.D.J.), Columbia University, New York, NY; and Department of Neurology (Z.X.), University of Pittsburgh, PA
| | - Robert Carruthers
- From the Department of Health Services (T.Z.), Policy and Practice, Brown University, Providence, RI; Department of Biostatistics (M.G., T. Cai), Harvard T. H. Chan School of Public Health, Boston, MA; Department of Medicine (Neurology) (F.Z., R.C., H.T.), and the Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, Canada; Department of Neurology (B.H., T. Chitnis, H.W., P.D.J., Z.X.), Brigham and Women's Hospital, Boston, MA; Department of Neurology (P.D.J.), Columbia University, New York, NY; and Department of Neurology (Z.X.), University of Pittsburgh, PA
| | - Tanuja Chitnis
- From the Department of Health Services (T.Z.), Policy and Practice, Brown University, Providence, RI; Department of Biostatistics (M.G., T. Cai), Harvard T. H. Chan School of Public Health, Boston, MA; Department of Medicine (Neurology) (F.Z., R.C., H.T.), and the Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, Canada; Department of Neurology (B.H., T. Chitnis, H.W., P.D.J., Z.X.), Brigham and Women's Hospital, Boston, MA; Department of Neurology (P.D.J.), Columbia University, New York, NY; and Department of Neurology (Z.X.), University of Pittsburgh, PA
| | - Howard Weiner
- From the Department of Health Services (T.Z.), Policy and Practice, Brown University, Providence, RI; Department of Biostatistics (M.G., T. Cai), Harvard T. H. Chan School of Public Health, Boston, MA; Department of Medicine (Neurology) (F.Z., R.C., H.T.), and the Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, Canada; Department of Neurology (B.H., T. Chitnis, H.W., P.D.J., Z.X.), Brigham and Women's Hospital, Boston, MA; Department of Neurology (P.D.J.), Columbia University, New York, NY; and Department of Neurology (Z.X.), University of Pittsburgh, PA
| | - Tianxi Cai
- From the Department of Health Services (T.Z.), Policy and Practice, Brown University, Providence, RI; Department of Biostatistics (M.G., T. Cai), Harvard T. H. Chan School of Public Health, Boston, MA; Department of Medicine (Neurology) (F.Z., R.C., H.T.), and the Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, Canada; Department of Neurology (B.H., T. Chitnis, H.W., P.D.J., Z.X.), Brigham and Women's Hospital, Boston, MA; Department of Neurology (P.D.J.), Columbia University, New York, NY; and Department of Neurology (Z.X.), University of Pittsburgh, PA
| | - Philip De Jager
- From the Department of Health Services (T.Z.), Policy and Practice, Brown University, Providence, RI; Department of Biostatistics (M.G., T. Cai), Harvard T. H. Chan School of Public Health, Boston, MA; Department of Medicine (Neurology) (F.Z., R.C., H.T.), and the Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, Canada; Department of Neurology (B.H., T. Chitnis, H.W., P.D.J., Z.X.), Brigham and Women's Hospital, Boston, MA; Department of Neurology (P.D.J.), Columbia University, New York, NY; and Department of Neurology (Z.X.), University of Pittsburgh, PA
| | - Helen Tremlett
- From the Department of Health Services (T.Z.), Policy and Practice, Brown University, Providence, RI; Department of Biostatistics (M.G., T. Cai), Harvard T. H. Chan School of Public Health, Boston, MA; Department of Medicine (Neurology) (F.Z., R.C., H.T.), and the Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, Canada; Department of Neurology (B.H., T. Chitnis, H.W., P.D.J., Z.X.), Brigham and Women's Hospital, Boston, MA; Department of Neurology (P.D.J.), Columbia University, New York, NY; and Department of Neurology (Z.X.), University of Pittsburgh, PA
| | - Zongqi Xia
- From the Department of Health Services (T.Z.), Policy and Practice, Brown University, Providence, RI; Department of Biostatistics (M.G., T. Cai), Harvard T. H. Chan School of Public Health, Boston, MA; Department of Medicine (Neurology) (F.Z., R.C., H.T.), and the Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, Canada; Department of Neurology (B.H., T. Chitnis, H.W., P.D.J., Z.X.), Brigham and Women's Hospital, Boston, MA; Department of Neurology (P.D.J.), Columbia University, New York, NY; and Department of Neurology (Z.X.), University of Pittsburgh, PA.
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Salter A, Kowalec K, Fitzgerald KC, Cutter G, Marrie RA. Comorbidity is associated with disease activity in MS: Findings from the CombiRx trial. Neurology 2020; 95:e446-e456. [PMID: 32554770 DOI: 10.1212/wnl.0000000000010024] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2019] [Accepted: 02/26/2020] [Indexed: 01/09/2023] Open
Abstract
OBJECTIVE To determine whether comorbidity is associated with clinical (relapses, disability worsening) and MRI outcomes in multiple sclerosis (MS) by conducting a secondary analysis of the CombiRx clinical trial. METHODS CombiRx compared interferon beta-1a, glatiramer acetate, and the combination of these agents. For participants eligible for evaluation of 6-month confirmed disability worsening, we used medical history, concomitant medications, and adverse events to ascertain comorbidity status. Comorbid conditions evaluated included hypertension, dyslipidemia, diabetes mellitus, depression, anxiety disorders, and migraine. Clinical outcomes included disease activity consisting of protocol-defined relapses, disability worsening, and MRI activity. We summarized the prevalence of these comorbid conditions and their association with disease activity and its components using multivariable Cox regression. RESULTS Of the 1,008 participants randomized, 959 (95.1%) were eligible for assessment of 6-month disability worsening; for this subgroup, the median length of follow-up was 3.4 years (range 0.5-6.9 years). Overall, 55.1% of participants had ≥1 comorbidity at enrollment. After adjustment, anxiety (hazard ratio [HR] 1.25, 95% confidence interval [CI] 1.01-1.55) and dyslipidemia (HR 1.32, 95% CI 1.01-1.72) were associated with an increased hazard of any disease activity, while migraine (HR 0.80, 95% CI 0.67-0.97) was associated with a decreased hazard. CONCLUSIONS In this large trial population with rigorously obtained outcomes, comorbid conditions were common among participants and influenced disease outcomes, including relapses. The comorbidity burden of clinical trial participants with MS may be an important factor in the outcome of clinical trials. Additional investigations of the impact of comorbidity on clinical trial outcomes and response to disease-modifying therapies are warranted.
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Affiliation(s)
- Amber Salter
- From the Department of Biostatistics (A.S.), Washington University in St. Louis, MO; College of Pharmacy (K.K.), and Departments of Internal Medicine and Community Health Sciences (R.A.M.), Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada; Department of Medical Epidemiology and Biostatistics (K.K.), Karolinska Institutet, Solna, Sweden; Department of Neurology (K.C.F.), Johns Hopkins School of Medicine, Baltimore, MD; and Department of Biostatistics (G.C.), University of Alabama in Birmingham School of Public Health.
| | - Kaarina Kowalec
- From the Department of Biostatistics (A.S.), Washington University in St. Louis, MO; College of Pharmacy (K.K.), and Departments of Internal Medicine and Community Health Sciences (R.A.M.), Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada; Department of Medical Epidemiology and Biostatistics (K.K.), Karolinska Institutet, Solna, Sweden; Department of Neurology (K.C.F.), Johns Hopkins School of Medicine, Baltimore, MD; and Department of Biostatistics (G.C.), University of Alabama in Birmingham School of Public Health
| | - Kathryn C Fitzgerald
- From the Department of Biostatistics (A.S.), Washington University in St. Louis, MO; College of Pharmacy (K.K.), and Departments of Internal Medicine and Community Health Sciences (R.A.M.), Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada; Department of Medical Epidemiology and Biostatistics (K.K.), Karolinska Institutet, Solna, Sweden; Department of Neurology (K.C.F.), Johns Hopkins School of Medicine, Baltimore, MD; and Department of Biostatistics (G.C.), University of Alabama in Birmingham School of Public Health
| | - Gary Cutter
- From the Department of Biostatistics (A.S.), Washington University in St. Louis, MO; College of Pharmacy (K.K.), and Departments of Internal Medicine and Community Health Sciences (R.A.M.), Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada; Department of Medical Epidemiology and Biostatistics (K.K.), Karolinska Institutet, Solna, Sweden; Department of Neurology (K.C.F.), Johns Hopkins School of Medicine, Baltimore, MD; and Department of Biostatistics (G.C.), University of Alabama in Birmingham School of Public Health
| | - Ruth Ann Marrie
- From the Department of Biostatistics (A.S.), Washington University in St. Louis, MO; College of Pharmacy (K.K.), and Departments of Internal Medicine and Community Health Sciences (R.A.M.), Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada; Department of Medical Epidemiology and Biostatistics (K.K.), Karolinska Institutet, Solna, Sweden; Department of Neurology (K.C.F.), Johns Hopkins School of Medicine, Baltimore, MD; and Department of Biostatistics (G.C.), University of Alabama in Birmingham School of Public Health
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63
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Arrambide G, Iacobaeus E, Amato MP, Derfuss T, Vukusic S, Hemmer B, Brundin L, Tintore M. Aggressive multiple sclerosis (2): Treatment. Mult Scler 2020; 26:1352458520924595. [PMID: 32530366 PMCID: PMC7412878 DOI: 10.1177/1352458520924595] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2019] [Revised: 03/18/2020] [Accepted: 04/16/2020] [Indexed: 01/04/2023]
Abstract
The natural history of multiple sclerosis (MS) is highly heterogeneous. A subgroup of patients has what might be termed aggressive MS. These patients may have frequent, severe relapses with incomplete recovery and are at risk of developing greater and permanent disability at the earlier stages of the disease. Their therapeutic window of opportunity may be narrow, and while it is generally considered that they will benefit from starting early with a highly efficacious treatment, a unified definition of aggressive MS does not exist and data on its treatment are largely lacking. Based on discussions at an international focused workshop sponsored by the European Committee for Treatment and Research in Multiple Sclerosis (ECTRIMS), we review our current knowledge about treatment of individuals with aggressive MS. We analyse the available evidence, identify gaps in knowledge and suggest future research needed to fill those gaps. A companion paper details the difficulties in developing a consensus about what defines aggressive MS.
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Affiliation(s)
- Georgina Arrambide
- Servei de Neurologia-Neuroimmunologia, Centre d’Esclerosi Múltiple de Catalunya (Cemcat), Vall d’Hebron Institut de Recerca, Hospital Universitari Vall d’Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Ellen Iacobaeus
- Division of Neurology, Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden
| | - Maria Pia Amato
- Department NEUROFARBA, University of Florence, Florence, Italy/IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy
| | - Tobias Derfuss
- Departments of Neurology and Biomedicine, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Sandra Vukusic
- Service de neurologie, sclérose en plaques, pathologies de la myéline et neuro-inflammation, and Centre de Référence des Maladies Inflammatoires Rares du Cerveau et de la Moelle, Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Lyon, France/Centre des Neurosciences de Lyon, Observatoire Français de la Sclérose en Plaques, INSERM 1028 et CNRS UMR5292, Lyon, France/Faculté de médecine Lyon Est, Université Claude Bernard Lyon 1, Lyon, France
| | - Bernhard Hemmer
- Department of Neurology, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany/Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | - Lou Brundin
- Division of Neurology, Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden
| | - Mar Tintore
- Servei de Neurologia-Neuroimmunologia, Centre d’Esclerosi Múltiple de Catalunya (Cemcat), Vall d’Hebron Institut de Recerca, Hospital Universitari Vall d’Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
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64
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Murphy OC, Kwakyi O, Iftikhar M, Zafar S, Lambe J, Pellegrini N, Sotirchos ES, Gonzalez-Caldito N, Ogbuokiri E, Filippatou A, Risher H, Cowley N, Feldman S, Fioravante N, Frohman EM, Frohman TC, Balcer LJ, Prince JL, Channa R, Calabresi PA, Saidha S. Alterations in the retinal vasculature occur in multiple sclerosis and exhibit novel correlations with disability and visual function measures. Mult Scler 2020; 26:815-828. [PMID: 31094280 PMCID: PMC6858526 DOI: 10.1177/1352458519845116] [Citation(s) in RCA: 61] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
BACKGROUND The retinal vasculature may be altered in multiple sclerosis (MS), potentially acting as a biomarker of disease processes. OBJECTIVE To compare retinal vascular plexus densities in people with MS (PwMS) and healthy controls (HCs), and examine correlations with visual function and global disability. METHODS In this cross-sectional study, 111 PwMS (201 eyes) and 50 HCs (97 eyes) underwent optical coherence tomography angiography (OCTA). Macular superficial vascular plexus (SVP) and deep vascular plexus (DVP) densities were quantified, and poor quality images were excluded according to an artifact-rating protocol. RESULTS Mean SVP density was 24.1% (SD = 5.5) in MS eyes (26.0% (SD = 4.7) in non-optic neuritis (ON) eyes vs. 21.7% (SD = 5.5) in ON eyes, p < 0.001), as compared to 29.2% (SD = 3.3) in HC eyes (p < 0.001 for all MS eyes and multiple sclerosis optic neuritis (MSON) eyes vs. HC eyes, p = 0.03 for MS non-ON eyes vs. HC eyes). DVP density did not differ between groups. In PwMS, lower SVP density was associated with higher levels of disability (expanded disability status scale (EDSS): R2 = 0.26, p = 0.004; multiple sclerosis functional composite (MSFC): R2 = 0.27, p = 0.03) and lower letter acuity scores (100% contrast: R2 = 0.29; 2.5% contrast: R2 = 0.40; 1.25% contrast: R2 = 0.31; p < 0.001 for all). CONCLUSIONS Retinal SVP density measured by OCTA is reduced across MS eyes, and correlates with visual function, EDSS, and MSFC scores.
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Affiliation(s)
- Olwen C. Murphy
- Division of Neuroimmunology and Neurological Infections,
Department of Neurology, Johns Hopkins Hospital, Baltimore, MD, United States
| | - Ohemaa Kwakyi
- Division of Neuroimmunology and Neurological Infections,
Department of Neurology, Johns Hopkins Hospital, Baltimore, MD, United States
| | - Mustafa Iftikhar
- Wilmer Eye Institute, Johns Hopkins University School of
Medicine, Baltimore, MD, United States
| | - Sidra Zafar
- Wilmer Eye Institute, Johns Hopkins University School of
Medicine, Baltimore, MD, United States
| | - Jeffrey Lambe
- Division of Neuroimmunology and Neurological Infections,
Department of Neurology, Johns Hopkins Hospital, Baltimore, MD, United States
| | - Nicole Pellegrini
- Division of Neuroimmunology and Neurological Infections,
Department of Neurology, Johns Hopkins Hospital, Baltimore, MD, United States
| | - Elias S. Sotirchos
- Division of Neuroimmunology and Neurological Infections,
Department of Neurology, Johns Hopkins Hospital, Baltimore, MD, United States
| | - Natalia Gonzalez-Caldito
- Division of Neuroimmunology and Neurological Infections,
Department of Neurology, Johns Hopkins Hospital, Baltimore, MD, United States
| | - Esther Ogbuokiri
- Division of Neuroimmunology and Neurological Infections,
Department of Neurology, Johns Hopkins Hospital, Baltimore, MD, United States
| | - Angeliki Filippatou
- Division of Neuroimmunology and Neurological Infections,
Department of Neurology, Johns Hopkins Hospital, Baltimore, MD, United States
| | - Hunter Risher
- Division of Neuroimmunology and Neurological Infections,
Department of Neurology, Johns Hopkins Hospital, Baltimore, MD, United States
| | - Norah Cowley
- Division of Neuroimmunology and Neurological Infections,
Department of Neurology, Johns Hopkins Hospital, Baltimore, MD, United States
| | - Sydney Feldman
- Division of Neuroimmunology and Neurological Infections,
Department of Neurology, Johns Hopkins Hospital, Baltimore, MD, United States
| | - Nicholas Fioravante
- Division of Neuroimmunology and Neurological Infections,
Department of Neurology, Johns Hopkins Hospital, Baltimore, MD, United States
| | - Elliot M. Frohman
- Department of Neurology and Ophthalmology, University of
Texas Austin Dell Medical School, Austin, TX, United States
| | - Teresa C. Frohman
- Department of Neurology and Ophthalmology, University of
Texas Austin Dell Medical School, Austin, TX, United States
| | - Laura J. Balcer
- Department of Neurology, New York University Langone
Medical Center, New York, NY, United States
| | - Jerry L. Prince
- Department of Electrical and Computer Engineering, Johns
Hopkins University, Baltimore, MD, United States
| | - Roomasa Channa
- Wilmer Eye Institute, Johns Hopkins University School of
Medicine, Baltimore, MD, United States
- Department of Ophthalmology, Baylor College of Medicine,
Houston, TX, United States
| | - Peter A. Calabresi
- Division of Neuroimmunology and Neurological Infections,
Department of Neurology, Johns Hopkins Hospital, Baltimore, MD, United States
| | - Shiv Saidha
- Division of Neuroimmunology and Neurological Infections,
Department of Neurology, Johns Hopkins Hospital, Baltimore, MD, United States
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65
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Predictors of hospitalization in a Canadian MS population: A matched cohort study. Mult Scler Relat Disord 2020; 41:102028. [DOI: 10.1016/j.msard.2020.102028] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2020] [Revised: 02/19/2020] [Accepted: 02/25/2020] [Indexed: 11/20/2022]
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66
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Kapica-Topczewska K, Tarasiuk J, Chorąży M, Czarnowska A, Brola W, Szczepański M, Kochanowicz J, Kułakowska A. The epidemiology of comorbidities among multiple sclerosis patients in northeastern Poland. Mult Scler Relat Disord 2020; 41:102051. [DOI: 10.1016/j.msard.2020.102051] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2019] [Revised: 03/09/2020] [Accepted: 03/11/2020] [Indexed: 11/30/2022]
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67
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Vorobeychik G, Black D, Cooper P, Cox A. Multiple sclerosis and related challenges to young women's health: Canadian expert review. Neurodegener Dis Manag 2020; 10:1-13. [PMID: 32372725 DOI: 10.2217/nmt-2020-0010] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
Multiple sclerosis (MS) is among the most common chronic neurological diseases, with a highly variable degree of disability during its long-term course. The majority of patients develop significant permanent disability later in life. MS is often diagnosed in women of childbearing age, with a 3:1 ratio of young women to young men with MS. Comorbidities such as depression, anxiety, migraines and reproductive, urological and bowel issues are common and negatively impact patients' quality of life. The objective of this supplement is to review the most common comorbidities occurring in young women with MS, and to propose a multidisciplinary, holistic approach to management.
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Affiliation(s)
- Galina Vorobeychik
- Department of Medicine, University of British Columbia, Vancouver, BC V5Z 1M9.,Fraser Health Multiple Sclerosis Clinic, Burnaby Hospital, Burnaby, BC V5G 2X6
| | - Denise Black
- Seine River Medical Centre, Winnipeg, MB R2N 0A5
| | - Paul Cooper
- Department of Clinical Neurological Sciences, Western University, London, ON N6A 3K7.,Schulich School of Medicine & Dentistry, London, ON N6A 5C1
| | - Ashley Cox
- Department of Urology, Dalhousie University, Halifax, NS B3H 1Y6
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68
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Hamamcı M, Göcmen AY, Say B, Alpua M, Badem ND, Ergün U, Ertuğrul İnan L. Why do multiple sclerosis and migraine coexist? Mult Scler Relat Disord 2020; 40:101946. [DOI: 10.1016/j.msard.2020.101946] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2019] [Revised: 11/30/2019] [Accepted: 01/10/2020] [Indexed: 01/15/2023]
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69
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Takizawa T, Qin T, Lopes de Morais A, Sugimoto K, Chung JY, Morsett L, Mulder I, Fischer P, Suzuki T, Anzabi M, Böhm M, Qu WS, Yanagisawa T, Hickman S, Khoury JE, Whalen MJ, Harriott AM, Chung DY, Ayata C. Non-invasively triggered spreading depolarizations induce a rapid pro-inflammatory response in cerebral cortex. J Cereb Blood Flow Metab 2020; 40:1117-1131. [PMID: 31242047 PMCID: PMC7181092 DOI: 10.1177/0271678x19859381] [Citation(s) in RCA: 59] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Cortical spreading depolarization (CSD) induces pro-inflammatory gene expression in brain tissue. However, previous studies assessing the relationship between CSD and inflammation have used invasive methods that directly trigger inflammation. To eliminate the injury confounder, we induced CSDs non-invasively through intact skull using optogenetics in Thy1-channelrhodopsin-2 transgenic mice. We corroborated our findings by minimally invasive KCl-induced CSDs through thinned skull. Six CSDs induced over 1 h dramatically increased cortical interleukin-1β (IL-1β), chemokine (C-C motif) ligand 2 (CCL2), and tumor necrosis factor-α (TNF-α) mRNA expression peaking around 1, 2 and 4 h, respectively. Interleukin-6 (IL-6) and intercellular adhesion molecule-1 (ICAM-1) were only modestly elevated. A single CSD also increased IL-1β, CCL2, and TNF-α, and revealed an ultra-early IL-1β response within 10 min. The response was blunted in IL-1 receptor-1 knockout mice, implicating IL-1β as an upstream mediator, and suppressed by dexamethasone, but not ibuprofen. CSD did not alter systemic inflammatory indices. In summary, this is the first report of pro-inflammatory gene expression after non-invasively induced CSDs. Altogether, our data provide novel insights into the role of CSD-induced neuroinflammation in migraine headache pathogenesis and have implications for the inflammatory processes in acute brain injury where numerous CSDs occur for days.
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Affiliation(s)
- Tsubasa Takizawa
- Neurovascular Research Laboratory,
Department of Radiology, Massachusetts General Hospital, Harvard Medical School,
Charlestown, MA, USA
| | - Tao Qin
- Neurovascular Research Laboratory,
Department of Radiology, Massachusetts General Hospital, Harvard Medical School,
Charlestown, MA, USA
| | - Andreia Lopes de Morais
- Neurovascular Research Laboratory,
Department of Radiology, Massachusetts General Hospital, Harvard Medical School,
Charlestown, MA, USA
| | - Kazutaka Sugimoto
- Neurovascular Research Laboratory,
Department of Radiology, Massachusetts General Hospital, Harvard Medical School,
Charlestown, MA, USA
| | - Joon Yong Chung
- Neuroscience Center, Massachusetts
General Hospital, Harvard Medical School, Charlestown, MA, USA
- Department of Pediatrics, Massachusetts
General Hospital, Harvard Medical School, Boston, MA, USA
| | - Liza Morsett
- Center for Immunology & Inflammatory
Diseases, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA,
USA
| | - Inge Mulder
- Neurovascular Research Laboratory,
Department of Radiology, Massachusetts General Hospital, Harvard Medical School,
Charlestown, MA, USA
| | - Paul Fischer
- Neurovascular Research Laboratory,
Department of Radiology, Massachusetts General Hospital, Harvard Medical School,
Charlestown, MA, USA
- Department of Neurology, Charité –
Universitätsmedizin Berlin, Berlin, Germany
| | - Tomoaki Suzuki
- Neurovascular Research Laboratory,
Department of Radiology, Massachusetts General Hospital, Harvard Medical School,
Charlestown, MA, USA
| | - Maryam Anzabi
- Neurovascular Research Laboratory,
Department of Radiology, Massachusetts General Hospital, Harvard Medical School,
Charlestown, MA, USA
| | - Maximilian Böhm
- Neurovascular Research Laboratory,
Department of Radiology, Massachusetts General Hospital, Harvard Medical School,
Charlestown, MA, USA
- Department of Neurology, Charité –
Universitätsmedizin Berlin, Berlin, Germany
| | - Wen-sheng Qu
- Neurovascular Research Laboratory,
Department of Radiology, Massachusetts General Hospital, Harvard Medical School,
Charlestown, MA, USA
| | - Takeshi Yanagisawa
- Neurovascular Research Laboratory,
Department of Radiology, Massachusetts General Hospital, Harvard Medical School,
Charlestown, MA, USA
| | - Suzanne Hickman
- Center for Immunology & Inflammatory
Diseases, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA,
USA
| | - Joseph El Khoury
- Center for Immunology & Inflammatory
Diseases, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA,
USA
| | - Michael J Whalen
- Neuroscience Center, Massachusetts
General Hospital, Harvard Medical School, Charlestown, MA, USA
- Department of Pediatrics, Massachusetts
General Hospital, Harvard Medical School, Boston, MA, USA
| | - Andrea M Harriott
- Neurovascular Research Laboratory,
Department of Radiology, Massachusetts General Hospital, Harvard Medical School,
Charlestown, MA, USA
- Department of Neurology, Massachusetts
General Hospital, Harvard Medical School, Boston, MA, USA
| | - David Y Chung
- Neurovascular Research Laboratory,
Department of Radiology, Massachusetts General Hospital, Harvard Medical School,
Charlestown, MA, USA
- Department of Neurology, Massachusetts
General Hospital, Harvard Medical School, Boston, MA, USA
| | - Cenk Ayata
- Neurovascular Research Laboratory,
Department of Radiology, Massachusetts General Hospital, Harvard Medical School,
Charlestown, MA, USA
- Department of Neurology, Massachusetts
General Hospital, Harvard Medical School, Boston, MA, USA
- Cenk Ayata, Massachusetts General Hospital,
149 13th Street, 6403, Charlestown, MA 02129, USA.
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70
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Al-Sakran L, Marrie RA, Blackburn D, Knox K, Evans C. Impact of comorbidity on hospitalizations in individuals newly diagnosed with multiple sclerosis: A longitudinal population-based study. Mult Scler Relat Disord 2020; 40:101955. [DOI: 10.1016/j.msard.2020.101955] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2019] [Revised: 01/15/2020] [Accepted: 01/16/2020] [Indexed: 01/29/2023]
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71
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Treatment Optimization in Multiple Sclerosis: Canadian MS Working Group Recommendations. Can J Neurol Sci 2020; 47:437-455. [DOI: 10.1017/cjn.2020.66] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Abstract:The Canadian Multiple Sclerosis Working Group has updated its treatment optimization recommendations (TORs) on the optimal use of disease-modifying therapies for patients with all forms of multiple sclerosis (MS). Recommendations provide guidance on initiating effective treatment early in the course of disease, monitoring response to therapy, and modifying or switching therapies to optimize disease control. The current TORs also address the treatment of pediatric MS, progressive MS and the identification and treatment of aggressive forms of the disease. Newer therapies offer improved efficacy, but also have potential safety concerns that must be adequately balanced, notably when treatment sequencing is considered. There are added discussions regarding the management of pregnancy, the future potential of biomarkers and consideration as to when it may be prudent to stop therapy. These TORs are meant to be used and interpreted by all neurologists with a special interest in the management of MS.
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72
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Geraldes R, Juryńczyk M, Dos Passos G, Prichler A, Chung K, Hagens M, Ruggieri S, Huerga E, Sastre-Garriga J, Enzinger C, Chard DT, Barkhof F, Gasperini C, Rovira A, DeLuca GC, Palace J. Distinct influence of different vascular risk factors on white matter brain lesions in multiple sclerosis. J Neurol Neurosurg Psychiatry 2020; 91:388-391. [PMID: 32034114 DOI: 10.1136/jnnp-2019-322369] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2019] [Revised: 01/10/2020] [Accepted: 01/15/2020] [Indexed: 11/03/2022]
Abstract
OBJECTIVE To determine if vascular risk factor (VRF), that is, smoking, arterial hypertension (HT), dyslipidaemia and diabetes, have an effect on multiple sclerosis (MS) pathology as measured by MS typical brain lesions, we have compared brain MRIs from patients with MS with and without VRF age-matched and sex-matched. METHODS Brain MRIs from five centres were scored for the presence of Dawson's fingers (DF) and juxtacortical lesions (JCL). A regression model was built to predict the effect of each individual VRF on DF and JCL, considering age and disease duration. RESULTS 92 MS cases without VRF and 106 MS with one or more VRF (80 ever-smokers, 43 hypertensives, 25 dyslipidaemics and 10 diabetics) were included. Ever-smoking associated with a higher burden of DF (Exp(B)=1.29, 95% CI 1.10 to 1.51, p<0.01) and JCL (Exp(B)=1.38, 95% CI 1.21 to 1.57, p<0.01). No other VRF had an impact on DF. Dyslipidaemia associated with increased JCL (Exp(B)=1.30, 95% CI 1.10 to 1.56, p<0.01) but HT did not associate with any of the outcomes. CONCLUSIONS Individual VRF appear to affect MS-specific lesions differently. An increase in MS lesions was mainly seen in smokers; however, this VRF is most likely to be present from onset of MS, and other VRF effects may be partly mitigated by treatment. Our findings support that treating VRF and cessation of smoking may be important in the management of MS.
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Affiliation(s)
- Ruth Geraldes
- Nuffield Department of Clinical Neurosciences, Oxford University Hospitals NHS Foundation Trust, Oxford, UK.,Neurology, Frimley Health NHS Foundation Trust, Frimley, UK
| | - Maciej Juryńczyk
- Nuffield Department of Clinical Neurosciences, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Giordani Dos Passos
- Nuffield Department of Clinical Neurosciences, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Alexander Prichler
- Department of Neurology, Medical University of Graz, Graz, Österreich, Austria
| | - Karen Chung
- NMR Research Unit, Queen Square Multiple Sclerosis Centre, University College London, London, UK
| | - Marloes Hagens
- Department of Neurology, MS Center, Vrije Universiteit Amsterdam, Amsterdam, Noord-Holland, The Netherlands
| | - Serena Ruggieri
- Centro Sclerosi Multipla, Osp. San Camillo Forlanini, Roma, Italy
| | - Elena Huerga
- Magnetic Resonance Unit. Department of Radiology (IDI), Hospital Vall d\'Hebron, Barcelona, Catalunya, Spain
| | - Jaume Sastre-Garriga
- Multiple Sclerosis Center of Catalonia, Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Christian Enzinger
- Department of Neurology, Medical University of Graz, Graz, Österreich, Austria
| | - Declan T Chard
- NMR Research Unit, Queen Square Multiple Sclerosis Centre, University College London, London, UK.,National Institute for Health Research (NIHR), University College London Hospitals (UCLH) Biomedical Research Centre, London, UK
| | - Frederik Barkhof
- Department of Radiology, VU Medical Center, MS Center, Amsterdam, Netherlands.,Queen Square MS Centre, Department of Neuroinflammation, UCL Institute of Neurology, Faculty of Brain Sciences, University College London, UK; and National Institute for Health Research (NIHR) University College London Hospitals (UCLH) Biomedical Research Centre, London, UK
| | | | - Alex Rovira
- Unitat de Ressonància Magnètica (IDI), Servei de Radiologia, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Gabriele C DeLuca
- Nuffield Department of Clinical Neurosciences, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Jacqueline Palace
- Nuffield Department of Clinical Neurosciences, John Radcliffe Hospital, Oxford, UK
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73
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Smith KA, Burkill S, Hiyoshi A, Olsson T, Bahmanyar S, Wormser D, Geissbühler Y, Moore A, Kharat V, Montgomery S. Comorbid disease burden among MS patients 1968-2012: A Swedish register-based cohort study. Mult Scler 2020; 27:268-280. [PMID: 32162580 PMCID: PMC7820574 DOI: 10.1177/1352458520910497] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Background: People with multiple sclerosis (pwMS) have increased comorbid disease (CMD) risk. Most previous studies have not considered overall CMD burden. Objective: To describe lifetime CMD burden among pwMS. Methods: PwMS identified using Swedish registers between 1968 and 2012 (n = 25,476) were matched by sex, age, and county of residence with general-population comparators (n = 251,170). Prevalence, prevalence ratios (PRs), survival functions, and hazard ratios by MS status, age, and time period compared seven CMD: autoimmune, cardiovascular, depression, diabetes, respiratory, renal, and seizures. Results: The magnitude of the PRs for each CMD and age group decreased across time, with higher PRs in earlier time periods. Before 1990, younger age groups had higher PRs, and after 1990, older age groups had higher PRs. Male pwMS had higher burden compared with females. Overall, renal, respiratory, and seizures had the highest PRs. Before 2001, 50% of pwMS received a first/additional CMD diagnosis 20 years prior to people without MS, which reduced to 4 years after 2001. PwMS had four times higher rates of first/additional diagnoses in earlier time periods, which reduced to less than two times higher in recent time periods compared to people without MS. Conclusion: Swedish pwMS have increased CMD burden compared with the general population, but this has reduced over time.
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Affiliation(s)
- Kelsi A Smith
- Clinical Epidemiology Unit, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden/Department of Translational Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Sarah Burkill
- Clinical Epidemiology Unit, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden/Centre for Pharmacoepidemiology, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden
| | - Ayako Hiyoshi
- Clinical Epidemiology and Biostatistics, School of Medical Sciences, Örebro University, Örebro, Sweden/Department of Public Health Sciences, Stockholm University, Stockholm, Sweden
| | - Tomas Olsson
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden/Centre for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Shahram Bahmanyar
- Clinical Epidemiology Unit, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden/Centre for Pharmacoepidemiology, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden/Centre for Psychiatry Research, Karolinska Institutet, Stockholm, Sweden
| | | | | | | | | | - Scott Montgomery
- Clinical Epidemiology Unit, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden/Clinical Epidemiology and Biostatistics, School of Medical Sciences, Örebro University, Örebro, Sweden/Department of Epidemiology and Public Health, University College London, London, UK
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74
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Traktirskaya OA, Popova EV, Lashch NY, Adasheva TV, Boyko AN. [Comorbid pathology of the cardiovascular system in young patients with relapsing-remitting multiple sclerosis]. Zh Nevrol Psikhiatr Im S S Korsakova 2020; 119:72-80. [PMID: 31934991 DOI: 10.17116/jnevro20191191072] [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: 11/17/2022]
Abstract
AIM To study the state of the cardiovascular system and peripheral microcirculation in young patients with relapsing-remitting multiple sclerosis (MS). MATERIAL AND METHODS The study included 45 MS patients (17 men and 28 women, age 28 [24; 32] years, disease duration 5.5 [2; 7] years). The control group included healthy controls (age 30 [25; 33] years). Neurological and cardiologic examinations included 24-hour Holter ECG monitoring and 24-hour blood pressure monitoring with determination of the daily arterial vascular stiffness, echocardiography, laser doppler flowmetry followed by an occlusive test to assess the state of microvasculation, levels of serum vascular cellular adhesion molecule-1 (VCAM-1). RESULTS In MS group, the results of 24-hour blood pressure monitoring showed that the variability of systolic blood pressure and diastolic blood pressure during daytime hours was reduced compared to the control group (p<0.026 and p<0.002, respectively). The indicators of daily arterial stiffness in MS group were significantly increased (p<0.001). According to the results of Holter ECG monitoring, no heart rhythm disorder was detected in both groups, except an increase in the number of supraventricular extrasystoles in MS patients compared to the control group (p<0.005). There were no between group differences in echocardiography indicators. The level of VCAM-1 was significantly increased in MS group compared to controls (p<0.001). CONCLUSION Young MS patients are at risk of cardiovascular diseases associated with the variability of blood pressure and indexes of daily arterial vascular stiffness.
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Affiliation(s)
- O A Traktirskaya
- Moscow State University of Medicine and Dentistry named after A.I. Evdokimov, Moscow, Russia
| | - E V Popova
- Pirogov Russian National Research Medical University, Moscow, Russia; Interdistrict Division of Multiple Sclerosis, the 24th City Hospital of Moscow, Moscow, Russia
| | - N Yu Lashch
- Pirogov Russian National Research Medical University, Moscow, Russia
| | - T V Adasheva
- Moscow State University of Medicine and Dentistry named after A.I. Evdokimov, Moscow, Russia
| | - A N Boyko
- Pirogov Russian National Research Medical University, Moscow, Russia; Department of Neuroimmunology of the Federal Center of Cerebrovascular Pathology and Stroke, Moscow, Russia
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75
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Korolainen MA, Tuominen S, Kurki S, Lassenius MI, Toppila I, Purmonen T, Santaholma J, Nissilä M. Burden of migraine in Finland: multimorbidity and phenotypic disease networks in occupational healthcare. J Headache Pain 2020; 21:8. [PMID: 32005102 PMCID: PMC6995206 DOI: 10.1186/s10194-020-1077-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2019] [Accepted: 01/23/2020] [Indexed: 01/13/2023] Open
Abstract
BACKGROUND Migraine is a complex neurological disorder with high co-existing morbidity burden. The aim of our study was to examine the overall morbidity and phenotypic diseasome for migraine among people of working age using real world data collected as a part of routine clinical practice. METHODS Electronic medical records (EMR) of patients with migraine (n = 17,623) and age- and gender matched controls (n = 17,623) were included in this retrospective analysis. EMRs were assessed for the prevalence of ICD-10 codes, those with at least two significant phi correlations, and a prevalence >2.5% in migraine patients were included to phenotypic disease networks (PDN) for further analysis. An automatic subnetwork detection algorithm was applied in order to cluster the diagnoses within the PDNs. The diagnosis-wise connectivity based on the PDNs was compared between migraine patients and controls to assess differences in morbidity patterns. RESULTS The mean number of diagnoses per patient was increased 1.7-fold in migraine compared to controls. Altogether 1337 different ICD-10 codes were detected in EMRs of migraine patients. Monodiagnosis was present in 1% and 13%, and the median number of diagnoses was 12 and 6 in migraine patients and controls. The number of significant phi-correlations was 2.3-fold increased, and cluster analysis showed more clusters in those with migraine vs. controls (9 vs. 6). For migraine, the PDN was larger and denser and exhibited one large cluster containing fatigue, respiratory, sympathetic nervous system, gastrointestinal, infection, mental and mood disorder diagnoses. Migraine patients were more likely affected by multiple conditions compared to controls, even if no notable differences in morbidity patterns were identified through connectivity measures. Frequencies of ICD-10 codes on a three character and block level were increased across the whole diagnostic spectrum in migraine. CONCLUSIONS Migraine was associated with an increased multimorbidity, evidenced by multiple different approaches in the study. A systematic increase in the morbidity across the whole spectrum of ICD-10 coded diagnoses, and when interpreting PDNs, were detected in migraine patients. However, no specific diagnoses explained the morbidity. The results reflect clinical praxis, but also undoubtedly, the pathophysiological phenotypes related to migraine, and emphasize the importance of better understanding migraine-related morbidity.
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Affiliation(s)
| | | | - Samu Kurki
- Terveystalo Biobank Finland, Turku, Finland
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Rotstein D, Montalban X. Reaching an evidence-based prognosis for personalized treatment of multiple sclerosis. Nat Rev Neurol 2020; 15:287-300. [PMID: 30940920 DOI: 10.1038/s41582-019-0170-8] [Citation(s) in RCA: 185] [Impact Index Per Article: 37.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Personalized treatment is ideal for multiple sclerosis (MS) owing to the heterogeneity of clinical features, but current knowledge gaps, including validation of biomarkers and treatment algorithms, limit practical implementation. The contemporary approach to personalized MS therapy depends on evidence-based prognostication, an initial treatment choice and evaluation of early treatment responses to identify the need to switch therapy. Prognostication is directed by baseline clinical, environmental and demographic factors, MRI measures and biomarkers that correlate with long-term disability measures. The initial treatment choice should be a shared decision between the patient and physician. In addition to prognosis, this choice must account for patient-related factors, including comorbidities, pregnancy planning, preferences of the patients and their comfort with risk, and drug-related factors, including safety, cost and implications for treatment sequencing. Treatment response has traditionally been assessed on the basis of relapse rate, MRI lesions and disability progression. Larger longitudinal data sets have enabled development of composite outcome measures and more stringent standards for disease control. Biomarkers, including neurofilament light chain, have potential as early surrogate markers of prognosis and treatment response but require further validation. Overall, attainment of personalized treatment for MS is complex but will be refined as new data become available.
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Affiliation(s)
- Dalia Rotstein
- Division of Neurology, St Michael's Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Xavier Montalban
- Division of Neurology, St Michael's Hospital, University of Toronto, Toronto, Ontario, Canada. .,Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Hospital Universitari Vall d'Hebron, Barcelona, Spain.
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Abstract
PURPOSE OF REVIEW This article discusses the prevalence, identification, and management of multiple sclerosis (MS)-related symptoms and associated comorbidities, including complications that can present at all stages of the disease course. RECENT FINDINGS The impact of comorbidities on the outcome of MS is increasingly recognized. This presents an opportunity to impact the course and outcome of MS by identifying and treating associated comorbidities that may be more amenable to treatment than the underlying inflammatory and neurodegenerative disease. The identification of MS-related symptoms and comorbidities is facilitated by brief screening tools, ideally completed by the patient and automatically entered into the patient record, with therapeutic suggestions for the provider. The development of free, open-source screening tools that can be integrated with electronic health records provides opportunities to identify and treat MS-related symptoms and comorbidities at an early stage. SUMMARY Identification and management of MS-related symptoms and comorbidities can lead to improved outcomes, improved quality of life, and reduced disease activity. The use of brief patient-reported screening tools at or before the point of care can facilitate identification of symptoms and comorbidities that may be amenable to intervention.
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78
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Goischke HK. Comorbidities in multiple sclerosis-a plea for interdisciplinary collaboration to improve the quality of life of MS patients. Degener Neurol Neuromuscul Dis 2019; 9:39-53. [PMID: 31354380 PMCID: PMC6584285 DOI: 10.2147/dnnd.s204555] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2019] [Accepted: 04/15/2019] [Indexed: 12/21/2022] Open
Abstract
The negative influence of comorbidities on the quality of life of people with multiple sclerosis is evident and the problem is increasingly acknowledged by numerous international studies in long-term care. One therapeutic option would be an add-on therapy with vitamin D (VD), with the aim of achieving a therapeutically effective dose. The individually required VD dose must be tested, since the response to a certain dose is subject to variations between individuals. A possible toxicity with increased 1.25(OH)D3 (active VD metabolite) is largely prevented by increased activity of 24-hydroxylase (CYP24A1). Monitoring of serum VD levels as well as serum calcium and phosphate levels (optional Ca excretion in 24-hour urine, Ca creatinine ratio in urine) provides safety and is necessary because possible mutations on the (catabolic) CYP24A1 gene can lead to a partial or total loss of 24-hydroxylase activity and provoke hypercalcemia/hyperphosphatemia. The main therapeutic objective is to maintain functional and social independence by using drugs with a high safety profile. The prevention and optimal management of comorbidities can influence the quality of life of patients with MS (PwMS) when included in patient care. Adequate measures can reduce the burden of MS only if the risk of comorbidity is reduced through targeted monitoring, early detection and diagnosis. Such a strategy will contribute to influencing the premature mortality of patients with MS. If VD is recognized as a "multipurpose steroid hormone", it could also be used to maintain cognitive function and prevent premature possible dementia, especially as there is evidence that VD deficiency correlates with brain atrophy (hippocampus). At present, MS therapy is still a balancing act between therapeutically efficient action and the management of unexpected side effects, with VD add-on therapy being almost unproblematic and most likely to be accepted by PwMS.
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79
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Jakimovski D, Topolski M, Genovese AV, Weinstock-Guttman B, Zivadinov R. Vascular aspects of multiple sclerosis: emphasis on perfusion and cardiovascular comorbidities. Expert Rev Neurother 2019; 19:445-458. [PMID: 31003583 DOI: 10.1080/14737175.2019.1610394] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
INTRODUCTION Multiple sclerosis (MS) is a chronic inflammatory, demyelinating, and neurodegenerative disease of the central nervous system. Over the last two decades, more favorable MS long-term outcomes have contributed toward increase in prevalence of the aged MS population. Emergence of age-associated pathology, such as cardiovascular diseases, may interact with the MS pathophysiology and further contribute to disease progression. Areas covered: This review summarizes the cardiovascular involvement in MS pathology, its disease activity, and progression. The cardiovascular health, the presence of various cardiovascular diseases, and their effect on MS cognitive performance are further explored. In similar fashion, the emerging evidence of a higher incidence of extracranial arterial pathology and its association with brain MS pathology are discussed. Finally, the authors outline the methodologies behind specific perfusion magnetic resonance imaging (MRI) and ultrasound Doppler techniques, which allow measurement of disease-specific and age-specific vascular changes in the aging population and MS patients. Expert opinion: Cardiovascular pathology significantly contributes to worse clinical and MRI-derived disease outcomes in MS. Global and regional cerebral hypoperfusion may be associated with poorer physical and cognitive performance. Prevention, improved detection, and treatment of the cardiovascular-based pathology may improve the overall long-term health of MS patients.
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Affiliation(s)
- Dejan Jakimovski
- a Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences , University at Buffalo, State University of New York , Buffalo , NY , USA.,b Jacobs Multiple Sclerosis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences , University at Buffalo, The State University of New York , Buffalo , NY , USA
| | - Matthew Topolski
- a Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences , University at Buffalo, State University of New York , Buffalo , NY , USA
| | - Antonia Valentina Genovese
- a Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences , University at Buffalo, State University of New York , Buffalo , NY , USA.,c Institute of Radiology, Department of Clinical Surgical Diagnostic and Pediatric Sciences , University of Pavia , Pavia , Italy
| | - Bianca Weinstock-Guttman
- b Jacobs Multiple Sclerosis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences , University at Buffalo, The State University of New York , Buffalo , NY , USA
| | - Robert Zivadinov
- a Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences , University at Buffalo, State University of New York , Buffalo , NY , USA.,b Jacobs Multiple Sclerosis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences , University at Buffalo, The State University of New York , Buffalo , NY , USA.,d Center for Biomedical Imaging at Clinical Translational Science Institute , University at Buffalo, State University of New York , Buffalo , NY , USA
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80
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Lim LL, Silva DG, Lo TC, Pimentel RS, Butzkueven H, Hall AJ. Uveitis in Patients with Multiple Sclerosis in Clinical Trials of Fingolimod. Ophthalmology 2019; 126:438-444. [DOI: 10.1016/j.ophtha.2018.10.013] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2017] [Revised: 09/27/2018] [Accepted: 10/04/2018] [Indexed: 11/25/2022] Open
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81
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Gebhardt M, Kropp P, Hoffmann F, Zettl UK. Headache in the course of multiple sclerosis: a prospective study. J Neural Transm (Vienna) 2018; 126:131-139. [PMID: 30506270 DOI: 10.1007/s00702-018-1959-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2018] [Accepted: 11/22/2018] [Indexed: 01/03/2023]
Abstract
Multiple sclerosis (MS) is the most common immune-mediated inflammatory disease of the central nervous system (CNS). Early diagnosis and treatment is important to prevent progression of disability in the course of the chronic disease. Therefore, correct and fast identification of early symptoms is vital. Headache is generally not recognized as an early symptom of MS, although numerous studies could show a high prevalence of headache in MS patients. The most common misdiagnosis is migraine. The aim of this study is to investigate the prevalence as well as the phenomenology of headache in MS especially with regard to the progression of the disease. In a prospective, multicenter study, we unbiasedly recruited 150 patients with manifest MS based on the criteria of McDonald. 50 patients at the timepoint of initial diagnosis and 100 of them with a long-term course of the disease were included. Based on a semi-structured interview, we evaluated the occurrence of headache over the last 4 weeks as well as case history, clinical-neurological investigation and questionnaires about depression, fatigue, and quality of life. Prevalence of headache in all patients was 67%. Patients at the timepoint of symptom manifestation of MS showed the highest prevalence of headache that was ever been recorded of 78%. In general, patients with headache were younger, had a shorter duration of the disease, and were less physically affected. We noticed frequent occurrence of migraine and migraine-like headache. In the course of the disease, patients without disease-modifying drug (DMD) complained more frequently headaches than patients with any kind of therapy. Headache is an important early symptom of MS. This could be shown especially among 78% of patients with clinically isolated syndrome (CIS). Therefore, young people with frequent headache should undergo MRI of the head and in the case of abnormal findings a consecutive detailed differential diagnosis. This could reduce the latency until final diagnosis of MS, which is in general much too long. That way these patients could get the earliest possible treatment, which is important to stop the progression of the disease.
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Affiliation(s)
- Marcel Gebhardt
- Klinik für Neurologie, Krankenhaus Martha-Maria Halle-Dölau, Röntgenstraße 1, 06120, Halle, Germany.
| | - Peter Kropp
- Institute of Medical Psychology and Medical Sociology, Medical Faculty, University of Rostock, Gehlsheimer Straße 20, 18147, Rostock, Germany
| | - Frank Hoffmann
- Klinik für Neurologie, Krankenhaus Martha-Maria Halle-Dölau, Röntgenstraße 1, 06120, Halle, Germany
| | - Uwe K Zettl
- Neuroimmunological Section, Department of Neurology, University of Rostock, Rostock, Germany
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Rivera VM. Multiple Sclerosis: A Global Concern with Multiple Challenges in an Era of Advanced Therapeutic Complex Molecules and Biological Medicines. Biomedicines 2018; 6:E112. [PMID: 30513578 PMCID: PMC6316848 DOI: 10.3390/biomedicines6040112] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2018] [Revised: 11/27/2018] [Accepted: 11/28/2018] [Indexed: 11/25/2022] Open
Abstract
Multiple sclerosis (MS) has become a common neurological disorder involving populations previously considered to be infrequently affected. Genetic dissemination from high- to low-risk groups is a determining influence interacting with environmental and epigenetic factors, mostly unidentified. Disease modifying therapies (DMT) are effective in treating relapsing MS in variable degrees; one agent is approved for primary progressive disease, and several are in development. In the era of high-efficacy medications, complex molecules, and monoclonal antibodies (MAB), including anti-VLA4 (natalizumab), anti-CD52 (alemtuzumab), and anti-CD20 (ocrelizumab), obtaining NEDA (no evidence of disease activity) becomes an elusive accomplishment in areas of the world where access to MS therapies and care are generally limited. Countries' income and access to public MS care appear to be a shared socioeconomic challenge. This disparity is also notable in the utilization of diagnostic tools to adhere to the proposed elements of the McDonald Criteria. The impact of follow-on medications ("generics"); injectable non-biological complex drugs (NBCD), oral sphingosine-1-phosphate receptor modulators, and biosimilars (interferon 1-a and 1-b), utilized in many areas of the world, is disconcerting considering these products generally lack data documenting their efficacy and safety. Potential strategies addressing these concerns are discussed from an international point of view.
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Affiliation(s)
- Victor M Rivera
- Department of Neurology, Baylor College of Medicine, Houston, TX 77030, USA.
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83
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Jakimovski D, Gandhi S, Paunkoski I, Bergsland N, Hagemeier J, Ramasamy DP, Hojnacki D, Kolb C, Benedict RHB, Weinstock‐Guttman B, Zivadinov R. Hypertension and heart disease are associated with development of brain atrophy in multiple sclerosis: a 5‐year longitudinal study. Eur J Neurol 2018; 26:87-e8. [DOI: 10.1111/ene.13769] [Citation(s) in RCA: 72] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2018] [Accepted: 08/09/2018] [Indexed: 11/26/2022]
Affiliation(s)
- D. Jakimovski
- Buffalo Neuroimaging Analysis Center Department of Neurology Jacobs School of Medicine and Biomedical Sciences University at Buffalo State University of New York Buffalo NYUSA
| | - S. Gandhi
- Buffalo Neuroimaging Analysis Center Department of Neurology Jacobs School of Medicine and Biomedical Sciences University at Buffalo State University of New York Buffalo NYUSA
| | - I. Paunkoski
- Buffalo Neuroimaging Analysis Center Department of Neurology Jacobs School of Medicine and Biomedical Sciences University at Buffalo State University of New York Buffalo NYUSA
| | - N. Bergsland
- Buffalo Neuroimaging Analysis Center Department of Neurology Jacobs School of Medicine and Biomedical Sciences University at Buffalo State University of New York Buffalo NYUSA
| | - J. Hagemeier
- Buffalo Neuroimaging Analysis Center Department of Neurology Jacobs School of Medicine and Biomedical Sciences University at Buffalo State University of New York Buffalo NYUSA
| | - D. P. Ramasamy
- Buffalo Neuroimaging Analysis Center Department of Neurology Jacobs School of Medicine and Biomedical Sciences University at Buffalo State University of New York Buffalo NYUSA
| | - D. Hojnacki
- Jacobs Comprehensive MS Treatment and Research Center Department of Neurology Jacobs School of Medicine and Biomedical Sciences University at Buffalo State University of New York Buffalo NYUSA
| | - C. Kolb
- Jacobs Comprehensive MS Treatment and Research Center Department of Neurology Jacobs School of Medicine and Biomedical Sciences University at Buffalo State University of New York Buffalo NYUSA
| | - R. H. B. Benedict
- Jacobs Comprehensive MS Treatment and Research Center Department of Neurology Jacobs School of Medicine and Biomedical Sciences University at Buffalo State University of New York Buffalo NYUSA
| | - B. Weinstock‐Guttman
- Jacobs Comprehensive MS Treatment and Research Center Department of Neurology Jacobs School of Medicine and Biomedical Sciences University at Buffalo State University of New York Buffalo NYUSA
| | - R. Zivadinov
- Buffalo Neuroimaging Analysis Center Department of Neurology Jacobs School of Medicine and Biomedical Sciences University at Buffalo State University of New York Buffalo NYUSA
- Center for Biomedical Imaging at Clinical Translational Science Institute University at Buffalo State University of New York Buffalo NY USA
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Cerqueira JJ, Compston DAS, Geraldes R, Rosa MM, Schmierer K, Thompson A, Tinelli M, Palace J. Time matters in multiple sclerosis: can early treatment and long-term follow-up ensure everyone benefits from the latest advances in multiple sclerosis? J Neurol Neurosurg Psychiatry 2018; 89:844-850. [PMID: 29618493 PMCID: PMC6204938 DOI: 10.1136/jnnp-2017-317509] [Citation(s) in RCA: 99] [Impact Index Per Article: 14.1] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2017] [Revised: 02/02/2018] [Accepted: 02/22/2018] [Indexed: 12/26/2022]
Affiliation(s)
- João J Cerqueira
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal
- ICVS/3B’s, PT Government Associate Laboratory, Braga/Guimarães, Portugal
| | | | - Ruth Geraldes
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - Mario M Rosa
- Faculty of Medicine, University of Lisbon, Lisbon, Portugal
| | - Klaus Schmierer
- Blizard Institute, Barts and The London School of Medicine and Dentistry, London, UK
| | - Alan Thompson
- Faculty of Brain Sciences, University College London, London, UK
| | - Michela Tinelli
- LSE Enterprise, London School of Economics, London, UK
- Personal Social Services research Unit (PSSRU), London School of Economics and Political Science, London, UK
| | - Jacqueline Palace
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
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Pelizzari L, Jakimovski D, Laganà MM, Bergsland N, Hagemeier J, Baselli G, Weinstock-Guttman B, Zivadinov R. Five-Year Longitudinal Study of Neck Vessel Cross-Sectional Area in Multiple Sclerosis. AJNR Am J Neuroradiol 2018; 39:1703-1709. [PMID: 30049718 DOI: 10.3174/ajnr.a5738] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2018] [Accepted: 06/06/2018] [Indexed: 12/26/2022]
Abstract
BACKGROUND AND PURPOSE Alterations of neck vessel cross-sectional area in multiple sclerosis have been reported. Our aim was to investigate the evolution of the neck vessel cross-sectional area in patients with MS and healthy controls during 5 years. MATERIALS AND METHODS Sixty-nine patients with MS (44 relapsing-remitting MS, 25 progressive MS) and 22 age- and sex-matched healthy controls were examined twice, 5 years apart, on a 3T MR imaging scanner using 2D neck MR angiography. Cross-sectional areas were computed for the common carotid/internal carotid arteries, vertebral arteries, and internal jugular veins for all slices between the C3 and C7 cervical levels. Longitudinal cross-sectional area differences at each cervical level and the whole-vessel course were tested within study groups and between patients with MS with and without cardiovascular disease using mixed-model analysis and the related-samples Wilcoxon singed rank test. The Benjamini-Hochberg procedure was performed to correct for multiple comparisons. RESULTS No significant cross-sectional area differences were seen between patients with MS and healthy controls at baseline or at follow-up. During the follow-up, significant cross-sectional area decrease was found in patients with MS for the common carotid artery-ICAs (C4: P = .048; C7: P = .005; whole vessel: P = .012), for vertebral arteries (C3: P = .028; C4: P = .028; C7: P = .028; whole vessel: P = .012), and for the internal jugular veins (C3: P = .014; C4: P = .008; C5: P = .010; C6: P = .010; C7: P = .008; whole vessel: P = .002). Patients with MS without cardiovascular disease had significantly greater change than patients with MS with cardiovascular disease for internal jugular veins at all levels. CONCLUSIONS For 5 years, patients with MS showed significant cross-sectional area decrease of all major neck vessels, regardless of the disease course and cardiovascular status.
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Affiliation(s)
- L Pelizzari
- From the Department of Electronics Information and Bioengineering (L.P., G.B.), Politecnico di Milano, Milan, Italy.,Istituto di Ricovero e Cura a Carattere Scientifico (L.P., M.M.L.), Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy
| | - D Jakimovski
- Buffalo Neuroimaging Analysis Center (D.J., N.B., J.H., R.Z.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences
| | - M M Laganà
- Istituto di Ricovero e Cura a Carattere Scientifico (L.P., M.M.L.), Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy
| | - N Bergsland
- Buffalo Neuroimaging Analysis Center (D.J., N.B., J.H., R.Z.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences
| | - J Hagemeier
- Buffalo Neuroimaging Analysis Center (D.J., N.B., J.H., R.Z.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences
| | - G Baselli
- From the Department of Electronics Information and Bioengineering (L.P., G.B.), Politecnico di Milano, Milan, Italy
| | - B Weinstock-Guttman
- Jacobs Multiple Sclerosis Center (B.W.-G.), Department of Neurology, School of Medicine and Biomedical Sciences
| | - R Zivadinov
- Buffalo Neuroimaging Analysis Center (D.J., N.B., J.H., R.Z.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences .,Center for Biomedical Imaging at Clinical Translational Science Institute (R.Z.), University at Buffalo, State University of New York, Buffalo, New York
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Metabolic Dysfunction and Peroxisome Proliferator-Activated Receptors (PPAR) in Multiple Sclerosis. Int J Mol Sci 2018; 19:ijms19061639. [PMID: 29865151 PMCID: PMC6032172 DOI: 10.3390/ijms19061639] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2018] [Revised: 05/27/2018] [Accepted: 05/28/2018] [Indexed: 02/06/2023] Open
Abstract
Multiple sclerosis (MS) is an inflammatory and neurodegenerative disease of the central nervous system (CNS) probably caused, in most cases, by the interaction of genetic and environmental factors. This review first summarizes some clinical, epidemiological and pathological characteristics of MS. Then, the involvement of biochemical pathways is discussed in the development and repair of the CNS lesions and the immune dysfunction in the disease. Finally, the potential roles of peroxisome proliferator-activated receptors (PPAR) in MS are discussed. It is suggested that metabolic mechanisms modulated by PPAR provide a window to integrate the systemic and neurological events underlying the pathogenesis of the disease. In conclusion, the reviewed data highlight molecular avenues of understanding MS that may open new targets for improved therapies and preventive strategies for the disease.
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