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de Cerqueira Silveira Figueiredo A, Eduarda Messias Vassoler M, Souza Medrado Nunes G, Souza Suzart G, Mendez V, Souza S, Asaf F, Araujo L, Aravena L, Xavier J, Pedro Fernandes Gonçalves J, de Jesus PAP, Bacellar Pedreira B, Oliveira Filho J, Gonçalves Fukuda T. Multiple Sclerosis diagnostic delay in a public reference center in Brazil: Related factors and functional impact. Mult Scler Relat Disord 2025; 99:106503. [PMID: 40359614 DOI: 10.1016/j.msard.2025.106503] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2024] [Revised: 02/09/2025] [Accepted: 05/03/2025] [Indexed: 05/15/2025]
Abstract
INTRODUCTION Early and accurate MS diagnosis followed by prompt intervention is crucial in modifying the disease's natural history. This study aimed to assess the factors related to diagnostic delay in relapsing-remitting MS (RRMS) and its association with functional status. METHODS A cross-sectional study at a reference center in Bahia, Brazil, carried out from July/2021 to April/2024. Late MS diagnosis was defined as >3 months since the disease's clinical onset. EDSS assessed functional status. RESULTS A total of 265 patients were included. The median time from symptoms' onset until diagnosis was 7 (IQR, 2-29) months, and 159 patients (60 %) had a late diagnosis. Multivariate logistic regression showed that living outside the metropolitan region, comorbidities, prior misdiagnosis, and disease onset before the McDonald 2017 criteria update were associated with late diagnosis. Meanwhile, disease onset with visual symptoms was related to early diagnosis. Finally, late diagnosis was related to worse functional status in RRMS patients. CONCLUSION Diagnostic delays in our population are significant, driven by living in cities outside the metropolitan region, comorbidities, previous misdiagnosis, and the use of McDonald's diagnostic criteria before the 2017 update. Understanding this reality is crucial, as timely diagnosis and treatment are essential for a favorable prognosis in RRMS.
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Affiliation(s)
| | | | - Gabriel Souza Medrado Nunes
- Biomorphology Department, Health Sciences Institute, Federal University of Bahia, Salvador.BA, 40110-100, Brazil.
| | - Gabriel Souza Suzart
- Biomorphology Department, Health Sciences Institute, Federal University of Bahia, Salvador.BA, 40110-100, Brazil.
| | - Vinicius Mendez
- Biomorphology Department, Health Sciences Institute, Federal University of Bahia, Salvador.BA, 40110-100, Brazil.
| | - Silas Souza
- Biomorphology Department, Health Sciences Institute, Federal University of Bahia, Salvador.BA, 40110-100, Brazil.
| | - Felipe Asaf
- Biomorphology Department, Health Sciences Institute, Federal University of Bahia, Salvador.BA, 40110-100, Brazil.
| | - Luana Araujo
- Biomorphology Department, Health Sciences Institute, Federal University of Bahia, Salvador.BA, 40110-100, Brazil.
| | - Luisa Aravena
- Biomorphology Department, Health Sciences Institute, Federal University of Bahia, Salvador.BA, 40110-100, Brazil.
| | - Julia Xavier
- Biomorphology Department, Health Sciences Institute, Federal University of Bahia, Salvador.BA, 40110-100, Brazil.
| | | | - Pedro Antonio Pereira de Jesus
- Biomorphology Department, Health Sciences Institute, Federal University of Bahia, Salvador.BA, 40110-100, Brazil; Professor Edgard Santos University Hospital (HUPES), Salvador.BA, 40110-060, Brazil.
| | | | - Jamary Oliveira Filho
- Biomorphology Department, Health Sciences Institute, Federal University of Bahia, Salvador.BA, 40110-100, Brazil; Professor Edgard Santos University Hospital (HUPES), Salvador.BA, 40110-060, Brazil.
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Kuutti K, Laakso SM, Viitala M, Atula S, Soilu-Hänninen M. Mortality and causes of death for people with multiple sclerosis: a Finnish nationwide register study. J Neurol 2025; 272:370. [PMID: 40314829 PMCID: PMC12048406 DOI: 10.1007/s00415-025-13112-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2025] [Revised: 04/17/2025] [Accepted: 04/22/2025] [Indexed: 05/03/2025]
Abstract
INTRODUCTION Population-based longitudinal data on mortality and causes of death (COD) for people with Multiple Sclerosis (pwMS) is scarce. We studied all-cause and cause-specific mortality in Finnish pwMS in a nationwide registry study. METHODS PwMS from 1st January 1971 until end of 2019 were identified from the Finnish MS registry and national health care register. Standardized mortality ratios (SMRs), excess death rates (EDRs), life expectancies, and causes of death (COD) were determined by linkage to national registries. RESULTS For 16,602 pwMS, 3936 deaths occurred between 1980 and 2020. During 1980-1999, SMR for pwMS was 3.07 (95% CI 2.91-3.25) and EDR 14.05 (95% CI 13.72-14.37), and during 2000-2020 2.18 (95% CI 2.10-2.26) and 7.48 (95% CI 7.2-7.75), respectively. SMRs were higher for female pwMS and for patients diagnosed under age 30. EDRs were higher for males. Risk of death was lower for pwMS diagnosed 1996-2005 versus 1980-1995 (HR 0.49; 95% CI 0.43-0.55; p < 0.001). MS was the underlying cause in 51.2%, and a mentioned cause in 73.1% of deaths during 2000-2020. Mortality by underlying cause was higher than expected for gastrointestinal diseases (SMR 2.15, 95% CI 1.53-2.77), respiratory infections (SMR 1.99, 95% CI 1.22-2.75), and vascular diseases (SMR 1.38, 95% CI 1.25-1.51). Median lifetime expectancy was shortened by 7 years. CONCLUSION Excess mortality in Finnish pwMS has decreased during the last 40 years. Life expectancy is shortened by 7 years and MS itself is the most frequent underlying COD. Risk of death is lower for pwMS diagnosed during the therapeutic era.
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Affiliation(s)
- Katariina Kuutti
- Department of Neurology, Turku University Hospital, Turku, Finland.
- Clinical Neurosciences, University of Turku, Turku, Finland.
| | - Sini M Laakso
- Brain Center, Department of Neurology, Helsinki University Hospital, Helsinki, Finland
- University of Helsinki, Translational Immunology Research Program, Helsinki, Finland
| | | | - Sari Atula
- Brain Center, Department of Neurology, Helsinki University Hospital, Helsinki, Finland
- Clinical Neurosciences, University of Helsinki, Helsinki, Finland
| | - Merja Soilu-Hänninen
- Department of Neurology, Turku University Hospital, Turku, Finland
- Clinical Neurosciences, University of Turku, Turku, Finland
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Iacono S, Schirò G, Aridon P, Andolina M, Sorbello G, Calì A, D'Amelio M, Salemi G, Ragonese P. Performance of a Modified Version of the Charlson Comorbidity Index in Predicting Multiple Sclerosis Disability Accrual. Neuroepidemiology 2025:1-11. [PMID: 40288366 DOI: 10.1159/000539829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2024] [Accepted: 06/04/2024] [Indexed: 04/29/2025] Open
Abstract
BACKGROUND The natural history of multiple sclerosis (MS) is highly heterogeneous and almost unpredictable since several factors may affect the disease course including comorbidities. The aims of this study were to predict the risk of disability worsening and disease progression at the first patient's visit by using a modified version of the Charlson Comorbidity Index (mCCI). METHODS the mCCI was obtained by incorporating the grade of pyramidal functional system scores extracted by the Expanded Disability Status Scale (EDSS) into the original CCI version. The risk of reaching EDSS 4, EDSS 6, and secondary MS progression (SPMS) associated to mCCI classes was calculated by carrying out multivariable Cox-regression models and it was reported as hazard ratios (HRs) and 95% confidence intervals (95% CIs). The accuracy of mCCI for the recognition of individuals who reached the study milestones was estimated by building the receiving operator curves and the optimal cut-off values were estimated. RESULTS A total of n = 622 individuals were enrolled (72.7% women; median age 30.8 years [24-40]). Compared with patients with a mCCI equal to zero, the HRs for those with a mCCI comprised between 1 and 2 at the first visit were 1.53 (1.1-2.1), 2.17 (1.48-2.96), and 1.57 (1.16-2.1) for the reaching of EDSS 4, EDSS 6, and SPMS, respectively. Moreover, individuals with a mCCI equal or higher than 3 were at even higher risk of reaching EDSS 6 (HR = 2.34 [1.44-3.8]) and SPMS conversion (HR = 2.38 [1.29-4.01]). The mCCI cut-off value of 3 reached a sensitivity and specificity of 88.1% and 77.8%, respectively, for the recognition of EDSS 4, while the mCCI cut-off of 4 reached a sensitivity of 83.1% and a specificity of 80.7% for the recognition of EDSS 6 and a sensitivity and a specificity of 76.8% and 87.5%, respectively, for the recognition of SPMS conversion. CONCLUSION mCCI appeared a simple and fast tool for the prediction of MS prognosis since the first patient's visit and its best cut-off values showed higher sensitivity and specificity for the recognition of patients who undergo disability worsening and SPMS conversion.
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Affiliation(s)
- Salvatore Iacono
- Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy
- Neurology and Multiple Sclerosis Center, Foundation Institute "G. Giglio,", Cefalù, Italy
| | - Giuseppe Schirò
- Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy
- Neurology and Multiple Sclerosis Center, Foundation Institute "G. Giglio,", Cefalù, Italy
| | - Paolo Aridon
- Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy
| | - Michele Andolina
- Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy
| | - Gabriele Sorbello
- Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy
| | - Andrea Calì
- Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy
| | - Marco D'Amelio
- Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy
| | - Giuseppe Salemi
- Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy
| | - Paolo Ragonese
- Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy
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Solomon AJ, Weinstein SM, Shinohara RT, Aoun SM, Schmidt H, Solari A. Diagnostic delay and misdiagnosis of symptoms reported by patients with multiple sclerosis participating in a research registry. Mult Scler J Exp Transl Clin 2025; 11:20552173251333390. [PMID: 40292040 PMCID: PMC12033781 DOI: 10.1177/20552173251333390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2025] [Accepted: 03/21/2025] [Indexed: 04/30/2025] Open
Abstract
Background Research cohort data suggest diagnostic delay in multiple sclerosis (MS) has diminished in tandem with MS diagnostic criteria revisions, yet other studies have not replicated this finding. Recent data indicate misdiagnosis of initial symptoms of MS is a frequent contributor to diagnostic delay. Objectives This survey study assessed diagnostic delay and misdiagnosis in an MS patient registry. Methods Participants completed the survey study between November 12, 2021, through December 22, 2021. Results There were 428 participants. Diagnostic delay was a median of 2.0 months (mean of 22.8 months, range: 0-32.9 years); 173/428 (40.4%) reported misdiagnosis of symptoms later attributed to MS, and this was associated with longer diagnostic delay (p < 0.001). Diagnostic delay decreased over time proximal to revisions to MS diagnostic criteria. 217/428 (50.7%) reported earlier symptoms retrospectively recognized as referable to MS that were not clinically evaluated, resulting in a diagnostic delay median of 5.4 years (mean 8.9 years, range: 0-47.4 years). Conclusions Diagnostic delay was prevalent and associated with frequent misdiagnosis of initial symptoms of MS and earlier unevaluated symptoms later attributed to MS. Studies tracing the diagnostic journey of patients with MS are needed to understand and prevent causes of diagnostic delay.
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Affiliation(s)
- Andrew J Solomon
- Larner College of Medicine at the University of Vermont, Department of Neurological Sciences, Burlington, VT, USA
| | - Sarah M Weinstein
- Department of Epidemiology and Biostatistics, College of Public Health, Temple University, Philadelphia, PA, USA
| | - Russell T Shinohara
- Penn Statistics in Imaging and Visualization Center, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Samar M Aoun
- University of Western Australia, Perron Institute for Neurological and Translational Science, La Trobe University, Melbourne, Australia
| | | | - Alessandra Solari
- Unit of Neuroepidemiology, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
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Gromisch ES, Neto LO, Lo AC, DeLuca GC, Turner AP, Agresta T, Castiglione AS, DelMastro HM. The contributions of vascular comorbidities on self-reported functional issues in persons with multiple sclerosis. Disabil Rehabil 2024:1-10. [DOI: 10.1080/09638288.2024.2438254] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Revised: 11/06/2024] [Accepted: 11/29/2024] [Indexed: 01/03/2025]
Affiliation(s)
- Elizabeth S. Gromisch
- Mandell Center for Multiple Sclerosis, Mount Sinai Rehabilitation Hospital, Trinity Health Of New England, Hartford, CT, USA
- Department of Rehabilitative Medicine, Frank H. Netter MD School of Medicine, Quinnipiac University, North Haven, CT, USA
- Department of Medical Sciences, Frank H. Netter MD School of Medicine, Quinnipiac University, North Haven, CT, USA
- Department of Neurology, University of Connecticut School of Medicine, Farmington, CT, USA
| | - Lindsay O. Neto
- Mandell Center for Multiple Sclerosis, Mount Sinai Rehabilitation Hospital, Trinity Health Of New England, Hartford, CT, USA
- Department of Rehabilitative Medicine, Frank H. Netter MD School of Medicine, Quinnipiac University, North Haven, CT, USA
| | - Albert C. Lo
- Mandell Center for Multiple Sclerosis, Mount Sinai Rehabilitation Hospital, Trinity Health Of New England, Hartford, CT, USA
| | - Gabriele C. DeLuca
- Nuffield Department of Clinical Neurosciences, Oxford University, Oxford, UK
| | - Aaron P. Turner
- Multiple Sclerosis Center of Excellence West, Veterans Affairs, Seattle, WA, USA
- Rehabilitation Care Service, VA Puget Sound Health Care System, Seattle, WA, USA
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA, USA
| | - Thomas Agresta
- Department of Family Medicine, University of Connecticut Health Center, Hartford, CT, USA
- Center for Quantitative Medicine, University of Connecticut Health Center, Farmington, CT, USA
| | | | - Heather M. DelMastro
- Mandell Center for Multiple Sclerosis, Mount Sinai Rehabilitation Hospital, Trinity Health Of New England, Hartford, CT, USA
- Department of Rehabilitative Medicine, Frank H. Netter MD School of Medicine, Quinnipiac University, North Haven, CT, USA
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Frank HA, Chao M, Tremlett H, Marrie RA, Lix LM, McKay KA, Yusuf F, Zhu F, Karim ME. Comorbidities and their association with outcomes in the multiple sclerosis population: A rapid review. Mult Scler Relat Disord 2024; 92:105943. [PMID: 39489083 DOI: 10.1016/j.msard.2024.105943] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2024] [Revised: 10/01/2024] [Accepted: 10/13/2024] [Indexed: 11/05/2024]
Abstract
INTRODUCTION Multiple sclerosis (MS) has a high comorbidity burden. Despite known associations with adverse outcomes, a comprehensive evaluation of the specific associations between individual comorbidities and disability, treatment initiation, and mortality remains underexplored. This study aimed to review and summarize existing evidence on the association between comorbidities and these three MS outcomes. METHODS A rapid review spanning the period from January 2002 to October 2023 was conducted following the Cochrane Rapid Review Methods Group recommendations. MEDLINE, Embase, and the grey literature were searched to identify studies examining the effects of comorbidities on disability, treatment initiation, and mortality among individuals with MS. Data extraction and risk of bias assessments were systematically performed, with the Newcastle-Ottawa scale and A MeaSurement Tool to Assess systematic Reviews (AMSTAR-2) criteria for observational studies and systematic reviews respectively. RESULTS The review included 100 primary studies, encompassing 88 different comorbidities. Most study populations were between 60-80% female, with an average age of 30-45 years at study start. The majority of included studies were conducted in Europe, North America, and Asia (specifically the Middle East). Over half (66%) of specific comorbidity-outcome relationships were examined within a single study only, and just two studies examined treatment initiation as an outcome. Methods used to assess comorbidities and outcomes varied widely and included self-report measures, medical records and diagnostic codes, and standardized clinical assessments. Depression was consistently associated with greater disability (adjusted hazard ratio (aHR): 1.50-3.59) and mortality (aHR: 1.62-3.55). Epilepsy was similarly associated with increased disability (aOR: 1.13-1.77) and increased mortality (aHR: 2.23-3.85). Diabetes was generally associated with increased mortality (aHR: 1.39-1.47), but results for disability were inconsistent. Most other conditions were examined in one or two studies only or findings varied across studies, unable to collectively indicate a clear association. Although the anxiety-disability relationship was assessed by 24 studies, the findings varied in terms of the presence, direction, and strength of a possible association, requiring nuanced interpretation. CONCLUSIONS This study identifies relationships between various comorbidities and three outcomes in MS, providing a foundation for future research and clinical guidelines. People with psychiatric, metabolic, and neurological conditions may be at a higher risk of MS disease progression and may therefore benefit from the targeted treatment of their comorbidities. Overall, comorbidities have varying associations with MS outcomes and individual associations require further exploration. However, there is evidence that some comorbidities indicate worse disability and higher mortality risk, and present barriers to initiating MS treatment, making the prevention and management of comorbidities an integral piece of MS patient care. PROTOCOL The protocol for this rapid review was registered on PROSPERO (ID: CRD42023475565) and published on Protocol Exchange (https://doi.org/10.21203/rs.3.pex-2438/v1).
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Affiliation(s)
- Hanna A Frank
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
| | - Melissa Chao
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
| | - Helen Tremlett
- Division of Neurology, Faculty of Medicine, The University of British Columbia and Djavad Mowafaghian Centre for Brain Health, Vancouver, BC, Canada
| | - Ruth Ann Marrie
- Department of Internal Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences and Health Sciences Centre, University of Manitoba, Winnipeg, MB, Canada; Department of Community Health Sciences, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Lisa M Lix
- Department of Community Health Sciences, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Kyla A McKay
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden; Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Fardowsa Yusuf
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
| | - Feng Zhu
- Division of Neurology, Faculty of Medicine, The University of British Columbia and Djavad Mowafaghian Centre for Brain Health, Vancouver, BC, Canada
| | - Mohammad Ehsanul Karim
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada; Centre for Advancing Health Outcomes, St. Paul's Hospital, Vancouver, BC, Canada.
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Maric GD, Pekmezovic TD, Tamas OS, Veselinovic ND, Budimkic MS, Jovanovic AL, Mesaros SK, Drulovic JS. Investigation of differences between chronological and vascular age in persons with multiple sclerosis. PLoS One 2024; 19:e0311117. [PMID: 39565794 PMCID: PMC11578456 DOI: 10.1371/journal.pone.0311117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2024] [Accepted: 09/12/2024] [Indexed: 11/22/2024] Open
Abstract
OBJECTIVE To determine vascular age (VA) in a cohort of persons with multiple sclerosis (PwMS) in Belgrade, Serbia, and to assess the difference between chronological age (CA) and VA, in this population. MATERIAL AND METHODS A case-control study was conducted at the Clinic of Neurology, University Clinical Center of Serbia in Belgrade. Study participants (n = 274) were recruited during regular outpatient visits. Demographic and clinical characteristics including the presence of CVD comorbidities of PwMS were collected. Data were obtained using a questionnaire, designed and adapted for the study purposes. Additionally, fasting blood samples were collected from all participants, in order to determine their lipid profile. VA was calculated based on the patient's sex, age, smoking status, total serum cholesterol level and systolic blood pressure (SBP) value. Afterwards, the study sample was divided into five groups with the different levels of the atherosclerotic burden, as follows: 1) PwMS without any CVD comorbidity; 2) PwMS with hyperlipidemia (HLP); 3) PwMS with HLP and hypertension (HTA); 4) PwMS with HLP, HTA and type 2 diabetes, and 5) PwMS with coronary artery disease (CAD). In the statistical analysis, for the determination of factors that are independently associated with the discrepancy between CA and VA in persons with MS, hierarchical regression analysis was performed. RESULTS The mean values of CA and VA were statistically significantly different among the groups(p<0.001). Additionally, a significant difference was also detected between CA and VA (p<0.001). The highest VA (66.4±15.8 years) and the difference between CA and VA (6.5±7.3 years) were registered only in the group comprising PwMS, HPL, HTA and type 2 diabetes. Results of the hierarchical linear regression analysis showed that the Expanded Disability Status Scale (EDSS) score, Body mass index (BMI), physical activity and the presence of type 2 diabetes, explained a total of 24% of the variations in the difference between CA and VA, in our cohort of MS patients. CONCLUSION Our study showed significant difference between CA and VA in PwMS and additionally, increasing VA with atherosclerotic burden. Additionally, it has been demonstrated that crucial factors which led to the occurrence of these differences were BMI, physical activity, EDSS and the presence of type 2 diabetes.
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Affiliation(s)
- Gorica D. Maric
- Faculty of Medicine, Institute of Epidemiology, University of Belgrade, Belgrade, Serbia
| | - Tatjana D. Pekmezovic
- Faculty of Medicine, Institute of Epidemiology, University of Belgrade, Belgrade, Serbia
| | - Olivera S. Tamas
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia
- Clinic of Neurology, University Clinical Center of Serbia, Belgrade, Serbia
| | - Nikola D. Veselinovic
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia
- Clinic of Neurology, University Clinical Center of Serbia, Belgrade, Serbia
| | - Maja S. Budimkic
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia
- Clinic of Neurology, University Clinical Center of Serbia, Belgrade, Serbia
| | - Aleksa L. Jovanovic
- Faculty of Medicine, Institute of Epidemiology, University of Belgrade, Belgrade, Serbia
| | - Sarlota K. Mesaros
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia
- Clinic of Neurology, University Clinical Center of Serbia, Belgrade, Serbia
| | - Jelena S. Drulovic
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia
- Clinic of Neurology, University Clinical Center of Serbia, Belgrade, Serbia
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Amezcua L, Rotstein D, Shirani A, Ciccarelli O, Ontaneda D, Magyari M, Rivera V, Kimbrough D, Dobson R, Taylor B, Williams M, Marrie RA, Banwell B, Hemmer B, Newsome SD, Cohen JA, Solomon AJ, Royal W. Differential diagnosis of suspected multiple sclerosis: considerations in people from minority ethnic and racial backgrounds in North America, northern Europe, and Australasia. Lancet Neurol 2024; 23:1050-1062. [PMID: 39304244 DOI: 10.1016/s1474-4422(24)00288-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 05/21/2024] [Accepted: 07/01/2024] [Indexed: 09/22/2024]
Abstract
The differential diagnosis of suspected multiple sclerosis has been developed using data from North America, northern Europe, and Australasia, with a focus on White populations. People from minority ethnic and racial backgrounds in regions where prevalence of multiple sclerosis is high are more often negatively affected by social determinants of health, compared with White people in these regions. A better understanding of changing demographics, the clinical characteristics of people from minority ethnic or racial backgrounds, and the social challenges they face might facilitate equitable clinical approaches when considering a diagnosis of multiple sclerosis. Neuromyelitis optica, systemic lupus erythematous, neurosarcoidosis, infections, and cerebrovascular conditions (eg, hypertension) should be considered in the differential diagnosis of multiple sclerosis for people from minority ethnic and racial backgrounds in North America, northern Europe, and Australasia. The diagnosis of multiple sclerosis in people from a minority ethnic or racial background in these regions requires a comprehensive approach that considers the complex interplay of immigration, diagnostic inequity, and social determinants of health.
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Affiliation(s)
- Lilyana Amezcua
- University of Southern California (USC), Keck School of Medicine, Department of Neurology, Los Angeles, CA, USA.
| | - Dalia Rotstein
- Division of Neurology, Department of Medicine, University of Toronto, ON, Canada; St Michael's Hospital, Unity Health Toronto, Toronto, ON, Canada
| | - Afsaneh Shirani
- Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE, USA
| | - Olga Ciccarelli
- Queen Square MS Centre, UCL Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK; National institute for Health Research, University College London Hospitals Biomedical Research Centre, London, UK
| | - Daniel Ontaneda
- Mellen Center for Multiple Sclerosis, Cleveland Clinic, Cleveland, OH, USA
| | - Melinda Magyari
- Danish Multiple Sclerosis Center and The Danish Multiple Sclerosis Registry, Department of Neurology, Copenhagen University Hospital, Rigshospitalet, Denmark
| | - Victor Rivera
- Department of Neurology, Baylor College of Medicine, Houston, TX, USA
| | - Dorlan Kimbrough
- Department of Neurology, Duke University Medical Center, Durham, NC, USA
| | - Ruth Dobson
- Preventive Neurology Unit, Wolfson Institute of Population Health, Queen Mary University, London, UK
| | - Bruce Taylor
- BVT Menzies Institute for Medical Research University of Tasmania, Hobart, TAS, Australia
| | - Mitzi Williams
- Joi Life Wellness MS Center, Smyrna, GA, USA; Morehouse School of Medicine, Atlanta, GA, USA
| | - Ruth Ann Marrie
- Departments of Internal Medicine and Community Health Sciences, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Brenda Banwell
- Department of Neurology, University of Pennsylvania, Division of Child Neurology, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Bernhard Hemmer
- Department of Neurology, Klinikum rechts der Isar, Medical Faculty, Technische Universität München, Munich, Germany; Munich Cluster for Systems Neurology, Munich, Germany
| | - Scott D Newsome
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jeffrey A Cohen
- Mellen Center for Multiple Sclerosis, Cleveland Clinic, Cleveland, OH, USA
| | - Andrew J Solomon
- Department of Neurological Sciences, Larner College of Medicine at the University of Vermont, University Health Center, Burlington, VT, USA
| | - Walter Royal
- Department of Neurobiology & Neuroscience Institute, Morehouse School of Medicine, Atlanta, GA, USA
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Zürrer WE, Cannon AE, Ilchenko D, Gaitán MI, Granberg T, Piehl F, Solomon AJ, Ineichen BV. Misdiagnosis and underdiagnosis of multiple sclerosis: A systematic review and meta-analysis. Mult Scler 2024; 30:1409-1422. [PMID: 39246018 DOI: 10.1177/13524585241274527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/10/2024]
Abstract
BACKGROUND Diagnostic errors in multiple sclerosis (MS) impact patients and healthcare systems. OBJECTIVES This study aimed to determine the prevalence of MS misdiagnosis and underdiagnosis, time delay in reaching a correct diagnosis and potential impact of sex. METHODS Systematic review and meta-analysis on MS diagnostic errors. RESULTS Out of 3910 studies, we included 62 for a qualitative synthesis and 24 for meta-analyses. Frequency of misdiagnosis (incorrect assignment of an MS diagnosis) ranged from 5% to 41%, with a pooled proportion based on six studies of 15% (95% CI: 9%-26%, n = 1621). The delay to rectify a misdiagnosis ranged from 0.3 to 15.9 years. Conversely, underdiagnosis (unrecognized diagnosis of MS) ranged from 3% to 58%, with a pooled proportion in four studies of 36% (95% CI: 20%-55%, n = 728). Pooling seven studies comprising 2851 individuals suggested a diagnostic delay to establish a correct MS diagnosis of 17.3 months (95% CI: 11.9-22.7) in patients underdiagnosed. In a meta-analysis of five studies, women were 2.1 times more likely to be misdiagnosed with MS compared to men (odds ratio, 95% CI: 1.53-2.86). CONCLUSION This study provides summary-level evidence for the high prevalence of MS misdiagnosis and underdiagnosis. Future studies are needed to understand the causes of these diagnostic challenges in MS care.
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Affiliation(s)
- Wolfgang Emanuel Zürrer
- Center for Reproducible Science, University of Zurich, Zurich, Switzerland
- Department of Neuroradiology, Clinical Neuroscience Center, University Hospital Zurich, Zurich, Switzerland
| | - Amelia Elaine Cannon
- Center for Reproducible Science, University of Zurich, Zurich, Switzerland
- Department of Neuroradiology, Clinical Neuroscience Center, University Hospital Zurich, Zurich, Switzerland
| | - Dariya Ilchenko
- Center for Reproducible Science, University of Zurich, Zurich, Switzerland
- Department of Neuroradiology, Clinical Neuroscience Center, University Hospital Zurich, Zurich, Switzerland
| | - María Inés Gaitán
- Translational Neuroradiology Section, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Tobias Granberg
- Department of Neuroradiology, Karolinska University Hospital, Stockholm, Sweden
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Fredrik Piehl
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Center of Neurology, Academic Specialist Center, Stockholm Health Services, Stockholm, Sweden
| | - Andrew J Solomon
- Department of Neurological Sciences, Larner College of Medicine at The University of Vermont, Burlington, VT, USA
| | - Benjamin Victor Ineichen
- Center for Reproducible Science, University of Zurich, Zurich, Switzerland
- Department of Neuroradiology, Clinical Neuroscience Center, University Hospital Zurich, Zurich, Switzerland
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10
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Samadzadeh S, Adnan R, Berglova P, Barzegar M, Debrabant B, Roikjaer SG, Levy M, Petzold A, Palace J, Flanagan EP, Mariotto S, Skou ST, Froelich A, Lotan I, Messina S, Geraldes R, Asseyer S, Stiebel-Kalish H, Oertel FC, Shaygannejad V, Sahraian MA, Kim HJ, Bennett JL, Böttcher C, Zimmermann HG, Weinshenker BG, Paul F, Asgari N. Protocol of a prospective multicenter study on comorbidity impact on multiple sclerosis and antibody-mediated diseases of the central nervous system (COMMIT). Front Immunol 2024; 15:1380025. [PMID: 39021565 PMCID: PMC11253107 DOI: 10.3389/fimmu.2024.1380025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Accepted: 06/05/2024] [Indexed: 07/20/2024] Open
Abstract
Comorbidities in patients with multiple sclerosis (MS) and antibody-mediated diseases of the central nervous system (CNS) including neuromyelitis optica spectrum disorder (NMOSD), and myelin oligodendrocyte glycoprotein (MOG)-antibody-associated disease (MOGAD) are common and may influence the course of their neurological disease. Comorbidity may contribute to neuronal injury and therefore limit recovery from attacks, accelerate disease progression, and increase disability. This study aims to explore the impact of comorbidity, particularly vascular comorbidity, and related risk factors on clinical and paraclinical parameters of MS, NMOSD and MOGAD. We propose COMMIT, a prospective multicenter study with longitudinal follow-up of patients with MS, NMOSD, and MOGAD, with or without comorbidities, as well as healthy subjects as controls. Subjects will be stratified by age, sex and ethnicity. In consecutive samples we will analyze levels of inflammation and neurodegeneration markers in both fluid and cellular compartments of the peripheral blood and cerebrospinal fluid (CSF) using multiple state-of-the-art technologies, including untargeted proteomics and targeted ultrasensitive ELISA assays and quantitative reverse transcription polymerase chain reaction (RT-qPCR) as well as high-dimensional single-cell technologies i.e., mass cytometry and single-cell RNA sequencing. Algorithm-based data analyses will be used to unravel the relationship between these markers, optical coherence tomography (OCT) and magnetic resonance imaging (MRI), and clinical outcomes including frequency and severity of relapses, long-term disability, and quality of life. The goal is to evaluate the impact of comorbidities on MS, NMOSD, and MOGAD which may lead to development of treatment approaches to improve outcomes of inflammatory demyelinating diseases of the CNS.
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Affiliation(s)
- Sara Samadzadeh
- Institute of Regional Health Research and, Institute of Molecular Medicine, University of Southern Denmark, Odense, Denmark
- The Center for Neurological Research, Department of Neurology Slagelse Hospital, Slagelse, Denmark
- Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Experimental and Clinical Research Center, Berlin, Germany
| | - Rafl Adnan
- Institute of Regional Health Research and, Institute of Molecular Medicine, University of Southern Denmark, Odense, Denmark
- The Center for Neurological Research, Department of Neurology Slagelse Hospital, Slagelse, Denmark
| | - Paulina Berglova
- The Center for Neurological Research, Department of Neurology Slagelse Hospital, Slagelse, Denmark
| | - Mahdi Barzegar
- Neurosciences Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Birgit Debrabant
- Department of Mathematics and Computer Science, Faculty of Natural Sciences, University of Southern Denmark, Odense, Denmark
| | - Stine Gundtoft Roikjaer
- Institute of Regional Health Research and, Institute of Molecular Medicine, University of Southern Denmark, Odense, Denmark
- The Center for Neurological Research, Department of Neurology Slagelse Hospital, Slagelse, Denmark
- The Research and Implementation Unit PROgrez, Department of Physiotherapy and Occupational Therapy, Næstved-Slagelse-Ringsted Hospitals, Slagelse, Region Zealand, Denmark
| | - Michael Levy
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, United States
| | - Axel Petzold
- The National Hospital for Neurology and Neurosurgery, and Moorfields Eye Hospital and Queen Square University College London (UCL), Institute of Neurology, London, United Kingdom
- Department of Neurology, Amsterdam The University Medical Center Utrecht (UMC), Amsterdam, Netherlands
- Department of Ophthalmology, Amsterdam The University Medical Center Utrecht (UMC), Amsterdam, Netherlands
| | - Jacqueline Palace
- Nuffield Department of Clinical Neurosciences, Oxford University Hospitals, National Health Service Trust, Oxford, United Kingdom
| | - Eoin P. Flanagan
- Department Neurology and Center for Multiple Sclerosis (MS), and Autoimmune Neurology, Mayo Clinic, Rochester, MN, United States
| | - Sara Mariotto
- Neurology Unit, Department of Neurosciences, Biomedicine, and Movement Sciences, University of Verona, Verona, Italy
| | - Soeren T. Skou
- The Research and Implementation Unit PROgrez, Department of Physiotherapy and Occupational Therapy, Næstved-Slagelse-Ringsted Hospitals, Slagelse, Region Zealand, Denmark
- Center for Muscle and Joint Health, Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense, Denmark
| | - Anne Froelich
- The Center for Neurological Research, Department of Neurology Slagelse Hospital, Slagelse, Denmark
- Innovation and Research Centre for Multimorbidity, Slagelse Hospital, Slagelse, Denmark
- Section of General Practice, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Itay Lotan
- Department of Neurology and Neuroimmunology Unit, Rabin Medical Center, Petah Tikva, Israel
- Tel Aviv University Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Silvia Messina
- Nuffield Department of Clinical Neurosciences, Oxford University Hospitals, National Health Service Trust, Oxford, United Kingdom
| | - Ruth Geraldes
- Nuffield Department of Clinical Neurosciences, Oxford University Hospitals, National Health Service Trust, Oxford, United Kingdom
| | - Susanna Asseyer
- Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Experimental and Clinical Research Center, Berlin, Germany
- Experimental and Clinical Research Center, a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité Universitätsmedizin Berlin, Berlin, Germany
- Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany
- NeuroCure Clinical Research Center, Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Hadas Stiebel-Kalish
- Tel Aviv University Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
- Department of Ophthalmology, Neuro-Ophthalmology Unit, Rabin Medical Center, Petah Tikva, Israel
- Eye Laboratory, Felsenstein Research Institute, Tel Aviv, Israel
| | - Frederike Cosima Oertel
- Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Experimental and Clinical Research Center, Berlin, Germany
- Experimental and Clinical Research Center, a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité Universitätsmedizin Berlin, Berlin, Germany
- Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany
- NeuroCure Clinical Research Center, Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Vahid Shaygannejad
- Neurosciences Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Mohammad Ali Sahraian
- Multiple Sclerosis (MS) Research Center, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Ho Jin Kim
- Department of Neurology, Research Institute and Hospital of National Cancer Center, Goyang, Republic of Korea
| | - Jeffrey L. Bennett
- Department of Neurology and Ophthalmology, Programs in Neuroscience and Immunology, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Chotima Böttcher
- Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Experimental and Clinical Research Center, Berlin, Germany
- Experimental and Clinical Research Center, a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité Universitätsmedizin Berlin, Berlin, Germany
- Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany
| | - Hanna G. Zimmermann
- Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Experimental and Clinical Research Center, Berlin, Germany
- Experimental and Clinical Research Center, a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité Universitätsmedizin Berlin, Berlin, Germany
- Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany
- NeuroCure Clinical Research Center, Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Einstein Center Digital Future, Berlin, Germany
| | - Brian G. Weinshenker
- Department of Neurology, University of Virginia, Charlottesville, VA, United States
| | - Friedemann Paul
- Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Experimental and Clinical Research Center, Berlin, Germany
- Experimental and Clinical Research Center, a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité Universitätsmedizin Berlin, Berlin, Germany
- Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany
- NeuroCure Clinical Research Center, Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Nasrin Asgari
- Institute of Regional Health Research and, Institute of Molecular Medicine, University of Southern Denmark, Odense, Denmark
- The Center for Neurological Research, Department of Neurology Slagelse Hospital, Slagelse, Denmark
- Open Patient data Explorative Network, Odense University Hospital, University of Southern Denmark, Odense, Denmark
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11
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Mallucci G, Monti MC, Ponzio M, Borrelli P, Montomoli C, Bergamaschi R. Impact of multiple sclerosis comorbidities on quality of life and job activity. Mult Scler 2024; 30:1047-1055. [PMID: 38912795 DOI: 10.1177/13524585241260550] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/25/2024]
Abstract
BACKGROUND Multiple sclerosis (MS) is frequently accompanied by comorbid conditions. OBJECTIVES This study aimed to determine the prevalence of key comorbid conditions in people with multiple sclerosis (pwMS) and assess their impact on quality of life and work-related activities. METHODS A cross-sectional study involving 755 pwMS from two third-level Italian MS centers was conducted. Comorbidities were identified from medical records, and quality of life was assessed using the EQ-5D-3L questionnaire. Work-related challenges were evaluated using the Multiple Sclerosis Questionnaire for Job Difficulties (MSQ-Job). RESULTS 53.8% of pwMS had at least one comorbidity. Hypertension, depression, and anxiety were the most prevalent. Comorbidity presence was associated with reduced quality of life scores in almost all EQ-5D-3L domains and greater job difficulties in all but one MSQ-Job domain. CONCLUSION Comorbidities in pwMS are prevalent and have a profound influence on quality of life and work-related activities. This comprehensive study offers new insights into the role of comorbidities in MS within the Italian context, emphasizing the need for a multidisciplinary approach in MS management. Further research is crucial to deepen our understanding of these findings in the broader Italian MS community.
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Affiliation(s)
- Giulia Mallucci
- Multiple Sclerosis Center, Neurocenter of Southern Switzerland, EOC, Lugano, Switzerland
| | - Maria Cristina Monti
- Unit of Biostatistics and Clinical Epidemiology, Department of Public Health, Experimental and Forensic Medicine, University of Pavia, Pavia, Italy
| | - Michela Ponzio
- Scientific Research Area, Italian Multiple Sclerosis Foundation (FISM), Genoa, Italy
| | - Paola Borrelli
- Department of Medical, Oral and Biotechnological Sciences, Laboratory of Biostatistics, University "G. d'Annunzio" Chieti-Pescara, Chieti, Italy
| | - Cristina Montomoli
- Unit of Biostatistics and Clinical Epidemiology, Department of Public Health, Experimental and Forensic Medicine, University of Pavia, Pavia, Italy
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12
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Stefanou MI, Giannopapas V, Kitsos DK, Chondrogianni M, Theodorou A, Kosmidou M, Vlotinou P, Bakirtzis C, Andreadou E, Tzartos JS, Giannopoulos S, Tsivgoulis G. Prevalence and epidemiology of stroke in patients with multiple sclerosis: a systematic review and meta-analysis. J Neurol 2024; 271:4075-4085. [PMID: 38573365 PMCID: PMC11233381 DOI: 10.1007/s00415-024-12331-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Revised: 03/09/2024] [Accepted: 03/11/2024] [Indexed: 04/05/2024]
Abstract
BACKGROUND Epidemiological data are sparse regarding the risk of stroke in patients with multiple sclerosis (MS). OBJECTIVE To estimate the following: (1) the pooled prevalence of all-cause stroke, acute ischaemic stroke (AIS) and intracerebral haemorrhage (ICH) in MS patients; (2) the relative risk for all-cause stroke, AIS and ICH in MS patients compared to the general population; (3) associations between patient characteristics and the risk for AIS and ICH in MS patients. METHODS Systematic review and meta-analysis of registry-based and cohort studies. RESULTS Thirteen observational studies comprising 146,381 MS patients were included. The pooled prevalence of all-cause stroke was 2.7% (95% confidence interval [CI] 1.3-4.6%), with the relative risk of all-cause stroke being higher in MS patients compared to the general population (RR: 2.55; 95% CI 1.97-3.29). Subgroup analyses per stroke subtype revealed a pooled AIS prevalence of 2.1% (95% CI 0.8-4.1%) and a pooled ICH prevalence of 0.6% (95% CI 0.2-1.2%). Compared to the general population, patients with MS were found to harbour an increased risk for AIS (RR: 2.79; 95% CI 2.27-3.41) and ICH (RR: 2.31; 95% CI 1.04-5.11), respectively. The pooled prevalence of cardiovascular risk factors in MS patients was 11.5% (95% CI 2.9-24.7%) for dyslipidaemia, 18.2% (95% CI 5.9-35.3%) for hypertension and 5.4% (95% CI 2.1-10.2%) for diabetes. In meta-regression, age was negatively associated with AIS risk (β = - .03, p = 0.04), with a 1-year increase in age resulting in a significant 3% (95%CI 0-5) attenuation of the risk of AIS. CONCLUSION The findings of the present meta-analysis indicate that MS is associated with an increased risk for ischaemic and haemorrhagic stroke. Future well-designed epidemiological studies are warranted to corroborate the robustness of the present findings in the MS population.
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Affiliation(s)
- Maria-Ioanna Stefanou
- Second Department of Neurology, School of Medicine, "Attikon" University Hospital, National and Kapodistrian University of Athens, Rimini 1, Chaidari, 12462, Athens, Greece
| | - Vasileios Giannopapas
- Second Department of Neurology, School of Medicine, "Attikon" University Hospital, National and Kapodistrian University of Athens, Rimini 1, Chaidari, 12462, Athens, Greece
| | - Dimitrios K Kitsos
- Second Department of Neurology, School of Medicine, "Attikon" University Hospital, National and Kapodistrian University of Athens, Rimini 1, Chaidari, 12462, Athens, Greece
| | - Maria Chondrogianni
- Second Department of Neurology, School of Medicine, "Attikon" University Hospital, National and Kapodistrian University of Athens, Rimini 1, Chaidari, 12462, Athens, Greece
| | - Aikaterini Theodorou
- Second Department of Neurology, School of Medicine, "Attikon" University Hospital, National and Kapodistrian University of Athens, Rimini 1, Chaidari, 12462, Athens, Greece
| | - Maria Kosmidou
- Faculty of Medicine, Department of Internal Medicine, School of Health Sciences, University of Ioannina, Ioannina, Greece
| | - Pinelopi Vlotinou
- Department of Occupational Therapy, School of Health and Welfare Sciences, University of West Attica, Athens, Greece
| | - Christos Bakirtzis
- Second Department of Neurology and the MS Center, AHEPA University Hospital, Central Macedonia, Thessaloniki, Greece
| | - Elizabeth Andreadou
- School of Medicine, First Department of Neurology, National and Kapodistrian University of Athens, "Eginition" University Hospital, Athens, Greece
| | - John S Tzartos
- Second Department of Neurology, School of Medicine, "Attikon" University Hospital, National and Kapodistrian University of Athens, Rimini 1, Chaidari, 12462, Athens, Greece
| | - Sotirios Giannopoulos
- Second Department of Neurology, School of Medicine, "Attikon" University Hospital, National and Kapodistrian University of Athens, Rimini 1, Chaidari, 12462, Athens, Greece.
| | - Georgios Tsivgoulis
- Second Department of Neurology, School of Medicine, "Attikon" University Hospital, National and Kapodistrian University of Athens, Rimini 1, Chaidari, 12462, Athens, Greece
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13
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Conway DS, Sullivan AB, Rensel M. Health, Wellness, and the Effect of Comorbidities on the Multiple Sclerosis Disease Course: Tackling the Modifiable. Neurol Clin 2024; 42:229-253. [PMID: 37980117 DOI: 10.1016/j.ncl.2023.06.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2023]
Abstract
Multiple sclerosis (MS) is a disease of the central nervous system characterized by inflammatory demyelination and neurodegeneration. Numerous disease-modifying therapies for MS exist but are only partially effective, making it essential to optimize all factors that may influence the course of the disease. This includes conscientious management of both mental and physical comorbidities, as well as a comprehensive strategy for promoting wellness in patients with MS. Thoughtful engagement of those living with MS through shared decision making and involvement of a multidisciplinary team that includes primary care, relevant specialists, psychology, and rehabilitation is likely to lead to better outcomes.
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Affiliation(s)
- Devon S Conway
- Mellen Center for Multiple Sclerosis, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA.
| | - Amy B Sullivan
- Mellen Center for Multiple Sclerosis, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Mary Rensel
- Mellen Center for Multiple Sclerosis, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
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14
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Neto LO, Ruiz JA, Gromisch ES. Perceived health- related quality of life in persons with multiple sclerosis with and without a vascular comorbidity. Qual Life Res 2024; 33:573-581. [PMID: 37966685 DOI: 10.1007/s11136-023-03546-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/11/2023] [Indexed: 11/16/2023]
Abstract
PURPOSE Vascular comorbidities are prevalent and can contribute to adverse health outcomes in persons with multiple sclerosis (PwMS). Understanding the association between vascular comorbidities and health-related quality of life (HRQOL) among PwMS may be beneficial in improving outcomes and disease management. This cross-sectional study aimed to examine the relationship between vascular comorbidities and the different dimensions of HRQOL in PwMS. METHODS Participants (n = 185) were PwMS recruited from a community-based comprehensive MS care center. Demographics, comorbid conditions, and disability level were collected via a self-report REDCap survey, with the 29-item Multiple Sclerosis Quality of Life (MSQOL-29) as the outcome measure. Regression models were used to examine the association between vascular comorbidities and the MSQOL-29, controlling for age, gender, ethnicity, level of education, marital status, MS subtype, disease duration, and disability. RESULTS Approximately 35% reported at least one vascular comorbidity, with the most common being hypertension (27.0%), followed by hyperlipidemia (24.9%) and diabetes (8.1%). After factoring in for demographics and disability, having a vascular comorbidity was associated with lower physical HRQOL (β = - 10.05, 95% CI: - 28.24, 23.50), but not mental HRQOL (β = - 2.61, 95% CI: - 10.54, 5.32). Hypertension was negatively associated with several dimensions of HRQOL, including Physical Function, Change in Health, Health Perceptions, Energy, and Health Distress. CONCLUSIONS Having at least one vascular comorbidity is associated with lower physical HRQOL, independent of demographics and level of physical disability. Focus should be directed to the physical burden and challenges vascular comorbidities may cause on the lives of PwMS.
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Affiliation(s)
- Lindsay O Neto
- Mandell Center for Multiple Sclerosis, Mount Sinai Rehabilitation Hospital, Trinity Health Of New England, 490 Blue Hills Avenue, Hartford, CT, 06112, USA.
- Department of Rehabilitative Medicine, Frank H. Netter MD School of Medicine at, Quinnipiac University, North Haven, CT, USA.
| | - Jennifer A Ruiz
- Mandell Center for Multiple Sclerosis, Mount Sinai Rehabilitation Hospital, Trinity Health Of New England, 490 Blue Hills Avenue, Hartford, CT, 06112, USA
- Department of Rehabilitative Medicine, Frank H. Netter MD School of Medicine at, Quinnipiac University, North Haven, CT, USA
- Department of Medical Sciences, Frank H. Netter MD School of Medicine at, Quinnipiac University, North Haven, CT, USA
| | - Elizabeth S Gromisch
- Mandell Center for Multiple Sclerosis, Mount Sinai Rehabilitation Hospital, Trinity Health Of New England, 490 Blue Hills Avenue, Hartford, CT, 06112, USA
- Department of Rehabilitative Medicine, Frank H. Netter MD School of Medicine at, Quinnipiac University, North Haven, CT, USA
- Department of Medical Sciences, Frank H. Netter MD School of Medicine at, Quinnipiac University, North Haven, CT, USA
- Department of Neurology, University of Connecticut School of Medicine, Farmington, CT, USA
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15
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Abstract
Multiple sclerosis (MS) misdiagnosis in the form of an incorrect diagnosis of MS, as well as delayed diagnosis in patients who do have MS, both influence patient clinical outcomes. Contemporary studies have reported data on factors associated with these diagnostic challenges and their frequency. Expediting diagnosis in patients with MS and reducing MS misdiagnosis in patients who do not have MS may be aided by educational efforts surrounding early MS symptoms and proper application of MS diagnostic criteria. Emerging novel MS diagnostic biomarkers may aid early and accurate diagnosis of MS in the future.
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Affiliation(s)
- Marwa Kaisey
- Department of Neurology, Cedars-Sinai Medical Center, 127 South San Vicente Boulevard, A6600, Los Angeles, CA 90048, USA.
| | - Andrew J Solomon
- Department of Neurological Sciences, University of Vermont, Larner College of Medicine, University Health Center, Arnold 2, 1 South Prospect Street, Burlington, VT 05401, USA
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16
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Sivertseva SA, Lashch NY, Zotova AV, Sivertseva AM, Titkova ER, Boyko AN. [A role of cerebrovascular diseases in the progression of multiple sclerosis]. Zh Nevrol Psikhiatr Im S S Korsakova 2024; 124:53-57. [PMID: 38884430 DOI: 10.17116/jnevro202412405153] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/18/2024]
Abstract
OBJECTIVE To identify the association between cerebrovascular diseases (CVD) and multiple sclerosis (MS) among patients over 50 years old in two independent populations of Moscow and Tyumen. MATERIAL AND METHODS The study included 94 patients with MS in combination with CVD (main group) and 90 age-and sex-matched patients with MS without a vascular history (comparison group). An analysis of parameters such as disease duration, EDSS at different time points, disease progression index, duration of first remission in each population separately and in both populations together was carried out. RESULTS The presence of CVD in patients with MS was associated with the presence of other diseases that are associated with an increased risk of developing cerebrovascular pathology. In the main group, there was a statistically significant decrease in the duration of the first remission and an increase in the disease progression index. In addition, other diseases and syndromes were identified in the main group that, in combination with CVD in patients with MS, could lead to a worsening of the course of MS. These included arterial hypertension, diabetes mellitus, obesity, dyslipidemia, chronic venous insufficiency, and regular use of proton pump inhibitors. CONCLUSION Comorbid vascular pathology can affect the severity of MS from the very beginning of the disease. It can lead to a shorter duration of the first remission and a higher disease progression index, increasing the degree of disability. The combination of autoimmune-inflammatory, demyelinating, and vascular processes can worsen the prognosis for MS.
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Affiliation(s)
- S A Sivertseva
- Tyumen Regional Center for Multiple Sclerosis, Medical unit «Neftyanik», Tyumen, Russia
- Ural State Medical University, Yekaterinburg, Russia
- Kirov State Medical University, Kirov, Russia
| | - N Y Lashch
- Pirogov Russian National Research University, Moscow, Russia
| | - A V Zotova
- Tyumen Regional Center for Multiple Sclerosis, Medical unit «Neftyanik», Tyumen, Russia
| | - A M Sivertseva
- Sechenov First Moscow State Medical University, Moscow, Russia
| | - E R Titkova
- Sechenov First Moscow State Medical University, Moscow, Russia
| | - A N Boyko
- Pirogov Russian National Research University, Moscow, Russia
- Federal Center of Brain and Neurotechnologies, Moscow, Russia
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17
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Bellanca CM, Augello E, Mariottini A, Bonaventura G, La Cognata V, Di Benedetto G, Cantone AF, Attaguile G, Di Mauro R, Cantarella G, Massacesi L, Bernardini R. Disease Modifying Strategies in Multiple Sclerosis: New Rays of Hope to Combat Disability? Curr Neuropharmacol 2024; 22:1286-1326. [PMID: 38275058 PMCID: PMC11092922 DOI: 10.2174/1570159x22666240124114126] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Revised: 08/21/2023] [Accepted: 09/22/2023] [Indexed: 01/27/2024] Open
Abstract
Multiple sclerosis (MS) is the most prevalent chronic autoimmune inflammatory- demyelinating disorder of the central nervous system (CNS). It usually begins in young adulthood, mainly between the second and fourth decades of life. Usually, the clinical course is characterized by the involvement of multiple CNS functional systems and by different, often overlapping phenotypes. In the last decades, remarkable results have been achieved in the treatment of MS, particularly in the relapsing- remitting (RRMS) form, thus improving the long-term outcome for many patients. As deeper knowledge of MS pathogenesis and respective molecular targets keeps growing, nowadays, several lines of disease-modifying treatments (DMT) are available, an impressive change compared to the relative poverty of options available in the past. Current MS management by DMTs is aimed at reducing relapse frequency, ameliorating symptoms, and preventing clinical disability and progression. Notwithstanding the relevant increase in pharmacological options for the management of RRMS, research is now increasingly pointing to identify new molecules with high efficacy, particularly in progressive forms. Hence, future efforts should be concentrated on achieving a more extensive, if not exhaustive, understanding of the pathogenetic mechanisms underlying this phase of the disease in order to characterize novel molecules for therapeutic intervention. The purpose of this review is to provide a compact overview of the numerous currently approved treatments and future innovative approaches, including neuroprotective treatments as anti-LINGO-1 monoclonal antibody and cell therapies, for effective and safe management of MS, potentially leading to a cure for this disease.
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Affiliation(s)
- Carlo Maria Bellanca
- Department of Biomedical and Biotechnological Sciences (BIOMETEC), Section of Pharmacology, University of Catania, 95123 Catania, Italy
- Clinical Toxicology Unit, University Hospital, University of Catania, 95123 Catania, Italy
| | - Egle Augello
- Department of Biomedical and Biotechnological Sciences (BIOMETEC), Section of Pharmacology, University of Catania, 95123 Catania, Italy
- Clinical Toxicology Unit, University Hospital, University of Catania, 95123 Catania, Italy
| | - Alice Mariottini
- Department of Neurosciences Drugs and Child Health, University of Florence, Florence, Italy
| | - Gabriele Bonaventura
- Institute for Biomedical Research and Innovation (IRIB), Italian National Research Council, 95126 Catania, Italy
| | - Valentina La Cognata
- Institute for Biomedical Research and Innovation (IRIB), Italian National Research Council, 95126 Catania, Italy
| | - Giulia Di Benedetto
- Department of Biomedical and Biotechnological Sciences (BIOMETEC), Section of Pharmacology, University of Catania, 95123 Catania, Italy
- Clinical Toxicology Unit, University Hospital, University of Catania, 95123 Catania, Italy
| | - Anna Flavia Cantone
- Department of Biomedical and Biotechnological Sciences (BIOMETEC), Section of Pharmacology, University of Catania, 95123 Catania, Italy
| | - Giuseppe Attaguile
- Department of Biomedical and Biotechnological Sciences (BIOMETEC), Section of Pharmacology, University of Catania, 95123 Catania, Italy
| | - Rosaria Di Mauro
- Department of Biomedical and Biotechnological Sciences (BIOMETEC), Section of Pharmacology, University of Catania, 95123 Catania, Italy
| | - Giuseppina Cantarella
- Department of Biomedical and Biotechnological Sciences (BIOMETEC), Section of Pharmacology, University of Catania, 95123 Catania, Italy
| | - Luca Massacesi
- Department of Neurosciences Drugs and Child Health, University of Florence, Florence, Italy
| | - Renato Bernardini
- Department of Biomedical and Biotechnological Sciences (BIOMETEC), Section of Pharmacology, University of Catania, 95123 Catania, Italy
- Clinical Toxicology Unit, University Hospital, University of Catania, 95123 Catania, Italy
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Daboul L, O’Donnell CM, Amin M, Rodrigues P, Derbyshire J, Azevedo C, Bar-Or A, Caverzasi E, Calabresi PA, Cree BA, Freeman L, Henry RG, Longbrake EE, Oh J, Papinutto N, Pelletier D, Prchkovska V, Raza P, Ramos M, Samudralwar RD, Schindler MK, Sotirchos ES, Sicotte NL, Solomon AJ, Shinohara RT, Reich DS, Sati P, Ontaneda D. A multicenter pilot study evaluating simplified central vein assessment for the diagnosis of multiple sclerosis. Mult Scler 2024; 30:25-34. [PMID: 38088067 PMCID: PMC11037932 DOI: 10.1177/13524585231214360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2023]
Abstract
BACKGROUND The central vein sign (CVS) is a proposed magnetic resonance imaging (MRI) biomarker for multiple sclerosis (MS); the optimal method for abbreviated CVS scoring is not yet established. OBJECTIVE The aim of this study was to evaluate the performance of a simplified approach to CVS assessment in a multicenter study of patients being evaluated for suspected MS. METHODS Adults referred for possible MS to 10 sites were recruited. A post-Gd 3D T2*-weighted MRI sequence (FLAIR*) was obtained in each subject. Trained raters at each site identified up to six CVS-positive lesions per FLAIR* scan. Diagnostic performance of CVS was evaluated for a diagnosis of MS which had been confirmed using the 2017 McDonald criteria at thresholds including three positive lesions (Select-3*) and six positive lesions (Select-6*). Inter-rater reliability assessments were performed. RESULTS Overall, 78 participants were analyzed; 37 (47%) were diagnosed with MS, and 41 (53%) were not. The mean age of participants was 45 (range: 19-64) years, and most were female (n = 55, 71%). The area under the receiver operating characteristic curve (AUROC) for the simplified counting method was 0.83 (95% CI: 0.73-0.93). Select-3* and Select-6* had sensitivity of 81% and 65% and specificity of 68% and 98%, respectively. Inter-rater agreement was 78% for Select-3* and 83% for Select-6*. CONCLUSION A simplified method for CVS assessment in patients referred for suspected MS demonstrated good diagnostic performance and inter-rater agreement.
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Affiliation(s)
- Lynn Daboul
- Translational Neuroradiology Section, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD
- Cleveland Clinic Lerner College of Medicine, Cleveland, OH
| | - Carly M. O’Donnell
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Moein Amin
- Neurological Institute, Cleveland Clinic, Cleveland, OH
| | | | - John Derbyshire
- Functional MRI Facility, NIMH, National Institutes of Health, Bethesda, MD
| | - Christina Azevedo
- Department of Neurology, University of Southern California, Los Angeles, CA
| | - Amit Bar-Or
- Department of Neurology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Eduardo Caverzasi
- Department of Neurology, University of California at San Francisco, San Francisco, CA
| | | | - Bruce A.C. Cree
- Department of Neurology, University of California at San Francisco, San Francisco, CA
| | - Leorah Freeman
- Department of Neurology, Dell Medical School, The University of Texas, Austin, TX
| | - Roland G. Henry
- Department of Neurology, University of California at San Francisco, San Francisco, CA
| | | | - Jiwon Oh
- Division of Neurology, St. Michael’s Hospital, University of Toronto, Toronto, ON, CANADA
| | - Nico Papinutto
- Department of Neurology, University of California at San Francisco, San Francisco, CA
| | - Daniel Pelletier
- Department of Neurology, University of Southern California, Los Angeles, CA
| | | | - Praneeta Raza
- Cleveland Clinic Lerner College of Medicine, Cleveland, OH
| | - Marc Ramos
- QMENTA Cloud Platform, QMENTA Inc., Boston, MA, USA
| | | | - Matthew K. Schindler
- Department of Neurology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | | | - Nancy L. Sicotte
- Department of Neurology, Cedars-Sinai Medical Center, Los Angeles, CA
| | - Andrew J. Solomon
- Department of Neurological Sciences, Larner College of Medicine, The University of Vermont, Burlington, VT
| | - Russell T. Shinohara
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Daniel S. Reich
- Translational Neuroradiology Section, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD
| | - Pascal Sati
- Translational Neuroradiology Section, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD
- Department of Neurology, Cedars-Sinai Medical Center, Los Angeles, CA
| | - Daniel Ontaneda
- Mellen Center for Multiple Sclerosis, Cleveland Clinic, Cleveland, OH
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Leal Rato M, Santos M, de Sá J, Ferreira J. Comorbid autoimmune disorders in people with multiple sclerosis: A retrospective cohort study. J Neuroimmunol 2023; 385:578226. [PMID: 37918214 DOI: 10.1016/j.jneuroim.2023.578226] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 05/31/2023] [Accepted: 10/26/2023] [Indexed: 11/04/2023]
Abstract
Most autoimmune disorders, including multiple sclerosis (MS), are influenced by shared genetic and environmental factors. We conducted a cohort study of people with MS to calculate the frequency of comorbid autoimmune disorders and characterize this cohort. Autoimmune diseases were present in 30 (8.6%) of 349 patients. The most prevalent diagnoses were autoimmune thyroiditis, type 1 diabetes mellitus, psoriasis, and inflammatory bowel disease. We found no association with demographic or clinical factors. In our cohort, autoimmune disorders were not uncommon. Identifying such comorbidities in people with MS can be determinant for understanding disease mechanisms, treatment decisions and disease management.
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Affiliation(s)
- Miguel Leal Rato
- Serviço de Neurologia, Departamento de Neurociências e Saúde Mental, Hospital de Santa Maria, Centro Hospitalar Universitário Lisboa Norte, Lisboa, Portugal; Instituto de Farmacologia e Neurociências, Faculdade de Medicina da Universidade de Lisboa, Lisboa, Portugal.
| | - Mónica Santos
- Serviço de Neurologia, Departamento de Neurociências e Saúde Mental, Hospital de Santa Maria, Centro Hospitalar Universitário Lisboa Norte, Lisboa, Portugal
| | - João de Sá
- Serviço de Neurologia, Departamento de Neurociências e Saúde Mental, Hospital de Santa Maria, Centro Hospitalar Universitário Lisboa Norte, Lisboa, Portugal; Centro de Estudos Egas Moniz, Faculdade de Medicina da Universidade de Lisboa, Lisboa, Portugal
| | - João Ferreira
- Serviço de Neurologia, Departamento de Neurociências e Saúde Mental, Hospital de Santa Maria, Centro Hospitalar Universitário Lisboa Norte, Lisboa, Portugal; Centro de Estudos Egas Moniz, Faculdade de Medicina da Universidade de Lisboa, Lisboa, Portugal
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20
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Malekifar P, Nedjat S, Abdollahpour I, Nazemipour M, Malekifar S, Mansournia MA. Impact of Alcohol Consumption on Multiple Sclerosis Using Model-based Standardization and Misclassification Adjustment Via Probabilistic Bias Analysis. ARCHIVES OF IRANIAN MEDICINE 2023; 26:567-574. [PMID: 38310413 PMCID: PMC10862089 DOI: 10.34172/aim.2023.83] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 08/06/2023] [Indexed: 02/05/2024]
Abstract
BACKGROUND The etiology of multiple sclerosis (MS) is still not well-demonstrated, and assessment of some risk factors like alcohol consumption has problems like confounding and measurement bias. To determine the causal effect of alcohol consumption on MS after adjusting for alcohol consumption misclassification bias and confounders. METHODS In a population-based incident case-control study, 547 patients with MS and 1057 healthy people were recruited. A minimally sufficient adjustment set of confounders was derived using the causal directed acyclic graph. The probabilistic bias analysis method (PBAM) using beta, logit-logistic, and triangular probability distributions for sensitivity/specificity to adjust for misclassification bias in self-reporting alcohol consumption and model-based standardization (MBS) to estimate the causal effect of alcohol consumption were used. Population attributable fraction (PAF) estimates with 95% Monte Carlo sensitivity analysis (MCSA) intervals were calculated using PBAM and MBS analysis. Bootstrap was used to deal with random errors. RESULTS The adjusted risk ratio (95% MCSA interval) from the probabilistic bias analysis and MBS between alcohol consumption and MS using the three distribution was in the range of 1.93 (1.07 to 4.07) to 2.02 (1.15 to 4.69). The risk difference (RD) in all three scenarios was 0.0001 (0.0000 to 0.0005) and PAF was in the range of 0.15 (0.010 to 0.50) to 0.17 (0.001 to 0.47). CONCLUSION After adjusting for measurement bias, confounding, and random error alcohol consumption had a positive causal effect on the incidence of MS.
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Affiliation(s)
- Pooneh Malekifar
- Department of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Saharnaz Nedjat
- Department of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Ibrahim Abdollahpour
- Child Growth and Development Research Center, Research Institute for Primordial Prevention of Non-Communicable Disease, Isfahan University of Medical Science, Isfahan, Iran
| | - Maryam Nazemipour
- Department of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Saeed Malekifar
- Department of Computer Engineering, Iran University of Science and Technology, Tehran, Iran
| | - Mohammad Ali Mansournia
- Department of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
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21
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Uher T, Adzima A, Srpova B, Noskova L, Maréchal B, Maceski AM, Krasensky J, Stastna D, Andelova M, Novotna K, Vodehnalova K, Motyl J, Friedova L, Lindner J, Ravano V, Burgetova A, Dusek P, Fialova L, Havrdova EK, Horakova D, Kober T, Kuhle J, Vaneckova M. Diagnostic delay of multiple sclerosis: prevalence, determinants and consequences. Mult Scler 2023; 29:1437-1451. [PMID: 37840276 PMCID: PMC10580682 DOI: 10.1177/13524585231197076] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Revised: 08/07/2023] [Accepted: 08/09/2023] [Indexed: 10/17/2023]
Abstract
BACKGROUND Early diagnosis and treatment of patients with multiple sclerosis (MS) are associated with better outcomes; however, diagnostic delays remain a major problem. OBJECTIVE Describe the prevalence, determinants and consequences of delayed diagnoses. METHODS This single-centre ambispective study analysed 146 adult relapsing-remitting MS patients (2016-2021) for frequency and determinants of diagnostic delays and their associations with clinical, cognitive, imaging and biochemical measures. RESULTS Diagnostic delays were identified in 77 patients (52.7%), including 42 (28.7%) physician-dependent cases and 35 (24.0%) patient-dependent cases. Diagnosis was delayed in 22 (15.1%) patients because of misdiagnosis by a neurologist. A longer diagnostic delay was associated with trends towards greater Expanded Disability Status Scale (EDSS) scores (B = 0.03; p = 0.034) and greater z-score of the blood neurofilament light chain (B = 0.35; p = 0.031) at the time of diagnosis. Compared with patients diagnosed at their first clinical relapse, patients with a history of >1 relapse at diagnosis (n = 63; 43.2%) had a trend towards greater EDSS scores (B = 0.06; p = 0.006) and number of total (B = 0.13; p = 0.040) and periventricular (B = 0.06; p = 0.039) brain lesions. CONCLUSION Diagnostic delays in MS are common, often determined by early misdiagnosis and associated with greater disease burden.
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Affiliation(s)
- Tomas Uher
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine and General University Hospital, Charles University, Prague, Czech Republic
| | - Adrian Adzima
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine and General University Hospital, Charles University, Prague, Czech Republic
| | - Barbora Srpova
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine and General University Hospital, Charles University, Prague, Czech Republic
| | - Libuse Noskova
- Institute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine and General University Hospital, Charles University, Prague, Czech Republic
| | - Bénédicte Maréchal
- Advanced Clinical Imaging Technology, Siemens Healthineers International AG, Lausanne, Switzerland/Department of Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland/Signal Processing Laboratory (LTS5), École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - Aleksandra Maleska Maceski
- Departments of Medicine, Biomedicine and Clinical Research, Neurologic Clinic and Policlinic, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Jan Krasensky
- Department of Radiology, Charles University in Prague, First Faculty of Medicine and General University Hospital in Prague, Czech Republic
| | - Dominika Stastna
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine and General University Hospital, Charles University, Prague, Czech Republic
| | - Michaela Andelova
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine and General University Hospital, Charles University, Prague, Czech Republic
| | - Klara Novotna
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine and General University Hospital, Charles University, Prague, Czech Republic
| | - Karolina Vodehnalova
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine and General University Hospital, Charles University, Prague, Czech Republic
| | - Jiri Motyl
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine and General University Hospital, Charles University, Prague, Czech Republic
| | - Lucie Friedova
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine and General University Hospital, Charles University, Prague, Czech Republic
| | - Jiri Lindner
- Department of Radiology, Charles University in Prague, First Faculty of Medicine and General University Hospital in Prague, Czech Republic
| | - Veronica Ravano
- Advanced Clinical Imaging Technology, Siemens Healthineers International AG, Lausanne, Switzerland/Department of Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland/Signal Processing Laboratory (LTS5), École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - Andrea Burgetova
- Department of Radiology, Charles University in Prague, First Faculty of Medicine and General University Hospital in Prague, Czech Republic
| | - Petr Dusek
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine and General University Hospital, Charles University, Prague, Czech Republic/Department of Radiology, Charles University in Prague, First Faculty of Medicine and General University Hospital in Prague, Czech Republic
| | - Lenka Fialova
- Institute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine and General University Hospital, Charles University, Prague, Czech Republic
| | - Eva Kubala Havrdova
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine and General University Hospital, Charles University, Prague, Czech Republic
| | - Dana Horakova
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine and General University Hospital, Charles University, Prague, Czech Republic
| | - Tobias Kober
- Advanced Clinical Imaging Technology, Siemens Healthineers International AG, Lausanne, Switzerland/Department of Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland/Signal Processing Laboratory (LTS5), École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - Jens Kuhle
- Multiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB), Departments of Biomedicine and Clinical Research, University Hospital and University of Basel, Basel, Switzerland
- Department of Neurology, University Hospital and University of Basel, Basel, Switzerland
| | - Manuela Vaneckova
- Department of Radiology, Charles University in Prague, First Faculty of Medicine and General University Hospital in Prague, Czech Republic
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22
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Xiong R, Lei J, Pan S, Zhang H, Tong Y, Wu W, Huang Y, Lai X. Post-marketing safety surveillance of dalfampridine for multiple sclerosis using FDA adverse event reporting system. Front Pharmacol 2023; 14:1226086. [PMID: 37781705 PMCID: PMC10538962 DOI: 10.3389/fphar.2023.1226086] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Accepted: 09/04/2023] [Indexed: 10/03/2023] Open
Abstract
Objective: To investigate and analyze the post-marketing adverse event (AE) data of multiple sclerosis (MS) therapeutic drug dalfampridine using the US Food and Drug Administration Adverse Event Reporting System (FAERS) for its clinical safety application. Methods: Use OpenVigil2.1 platform to obtain AE data of dalfampridine from FAERS from February 2010 to September 2022. Match "adverse drug reaction" with preferred term (PT) and system organ class (SOC) according to the Medical Dictionary for Regulatory Activities (MedDRA), then merge the same PT and delete non-AE PT. Positive signals were identified by the reporting odds ratio (ROR), proportional reporting ratio (PRR), and Bayesian confidence propagation neural network (BCPNN) methods. When AE signals met the criteria of those three methods, they were identified as positive signals. Results: A total of 44,092 dalfampridine-related AE reports were obtained, and 335 AE signals were identified, including 11,889 AE reports. AEs were more common in females and in the 45-65 age group, which is consistent with the epidemiological characteristics of MS. The 335 AE signals involved 21 SOCs, including investigations, infections and infestations, eye disorders, etc. Among the top 20 PTs in signal strength, 10 were associated with abnormal lymphocyte percentage and count, and 5 were associated with abnormal urine tests, some of which were not described in the instruction, such as spinal cord injury cauda equina, haemoglobin urine present, urinary sediment abnormal and so on. The most frequently reported AE signals were urinary tract infection, dizziness, condition aggravated. In addition, 23 AE signals with death outcomes were identified, with an incidence of less than 0.1%. Conclusion: Data mining of FAERS was conducted to analyze the AEs of dalfampridine, and new AE signals were found. This study provides a reference for the safe use of dalfampridine in the treatment of MS.
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Affiliation(s)
- Rui Xiong
- Department of Pharmacy, The 958th Hospital of Chinese People’s Liberation Army, Chongqing, China
| | - Jing Lei
- Department of Pharmacy, Daping Hospital, Army Medical University, Chongqing, China
| | - Sicen Pan
- Department of Pharmacy, The 958th Hospital of Chinese People’s Liberation Army, Chongqing, China
| | - Hong Zhang
- Department of Pharmacy, The 956th Hospital of Chinese People’s Liberation Army, Nyingchi, Tibet, China
| | - Yongtao Tong
- Department of Pharmacy, The 956th Hospital of Chinese People’s Liberation Army, Nyingchi, Tibet, China
| | - Wei Wu
- Department of Pharmacy, Daping Hospital, Army Medical University, Chongqing, China
| | - Yi Huang
- Biomedical Analysis Center, Army Medical University, Chongqing, China
| | - Xiaodan Lai
- Department of Pharmacy, The 958th Hospital of Chinese People’s Liberation Army, Chongqing, China
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23
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Marrie RA, Fisk JD, Fitzgerald K, Kowalec K, Maxwell C, Rotstein D, Salter A, Tremlett H. Etiology, effects and management of comorbidities in multiple sclerosis: recent advances. Front Immunol 2023; 14:1197195. [PMID: 37325663 PMCID: PMC10266935 DOI: 10.3389/fimmu.2023.1197195] [Citation(s) in RCA: 38] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Accepted: 05/19/2023] [Indexed: 06/17/2023] Open
Abstract
Comorbid conditions commonly affect people with multiple sclerosis (MS). Population-based studies indicate that people with MS have an increased incidence of ischemic heart disease, cerebrovascular disease, peripheral vascular disease, and psychiatric disorders as compared to people without MS. People with MS from underrepresented minority and immigrant groups have higher comorbidity burdens. Comorbidities exert effects throughout the disease course, from symptom onset through diagnosis to the end of life. At the individual level, comorbidity is associated with higher relapse rates, greater physical and cognitive impairments, lower health-related quality of life, and increased mortality. At the level of the health system and society, comorbidity is associated with increased health care utilization, costs and work impairment. A nascent literature suggests that MS affects outcomes from comorbidities. Comorbidity management needs to be integrated into MS care, and this would be facilitated by determining optimal models of care.
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Affiliation(s)
- Ruth Ann Marrie
- Department of Internal Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
- Department of Community Health Sciences, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - John D. Fisk
- Nova Scotia Health and the Departments of Psychiatry, Psychology & Neuroscience, and Medicine, Dalhousie University, Halifax, NS, Canada
| | - Kathryn Fitzgerald
- Department of Neurology, Johns Hopkins School of Medicine, Baltimore, MD, United States
| | - Kaarina Kowalec
- College of Pharmacy, University of Manitoba, Winnipeg, MB, Canada
- Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Stockholm, Sweden
| | - Colleen Maxwell
- Schools of Pharmacy and Public Health & Health Systems, University of Waterloo, Waterloo, ON, Canada
| | - Dalia Rotstein
- Department of Medicine, University of Toronto, Toronto, ON, Canada
- St. Michael’s Hospital, Toronto, ON, Canada
| | - Amber Salter
- Department of Neurology, UT Southwestern, Dallas, TX, United States
| | - Helen Tremlett
- Department of Medicine (Neurology) and the Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
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Bridge F, Butzkueven H, Van der Walt A, Jokubaitis VG. The impact of menopause on multiple sclerosis. Autoimmun Rev 2023; 22:103363. [PMID: 37230311 DOI: 10.1016/j.autrev.2023.103363] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Accepted: 05/21/2023] [Indexed: 05/27/2023]
Abstract
Menopause, defined as the permanent cessation of ovarian function, represents a period of significant fluctuation in sex hormone concentrations. Sex hormones including oestrogen, progesterone, testosterone and anti-Mullerian hormone are thought have neuroinflammatory effects and are implicated in both neuroprotection and neurodegeneration. Sex hormones are thought to have a role in modifying clinical trajectory in multiple sclerosis (MS) throughout the lifespan. Multiple sclerosis predominantly effects women and is typically diagnosed early in a woman's reproductive life. Most women with MS will undergo menopause. Despite this, the effect of menopause on MS disease course remains unclear. This review examines the relationship between sex hormones and MS disease activity and clinical course, particularly around the time of menopause. It will consider the role of interventions such as exogenous hormone replacement therapy in modulating clinical outcomes in this period. Understanding the impact of menopause on multiple sclerosis is fundamental for delivering optimal care to women with MS as they age and will inform treatment decisions with the aim of minimising relapses, disease accrual and improving quality of life.
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Affiliation(s)
- Francesca Bridge
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Victoria, Australia; Department of Neurology, Alfred Health, Melbourne, Victoria, Australia.
| | - Helmut Butzkueven
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Victoria, Australia; Department of Neurology, Alfred Health, Melbourne, Victoria, Australia
| | - Anneke Van der Walt
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Victoria, Australia; Department of Neurology, Alfred Health, Melbourne, Victoria, Australia
| | - Vilija G Jokubaitis
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Victoria, Australia; Department of Neurology, Alfred Health, Melbourne, Victoria, Australia
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25
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Ponzio M, Monti MC, Mallucci G, Borrelli P, Fusco S, Tacchino A, Brichetto G, Tronconi L, Montomoli C, Bergamaschi R. The economic impact of comorbidity in multiple sclerosis. Neurol Sci 2023; 44:999-1008. [PMID: 36441342 PMCID: PMC9925507 DOI: 10.1007/s10072-022-06517-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2022] [Accepted: 11/17/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND Comorbid conditions are common in people with multiple sclerosis (pwMS). They can delay diagnosis and negatively impact the disease course, progression of disability, therapeutic management, and adherence to treatment. OBJECTIVE To quantify the economic impact of comorbidity in multiple sclerosis (MS), based on cost-of-illness estimates made using a bottom-up approach. METHODS A retrospective study was carried out in two northern Italian areas. The socio-demographic and clinical information, including comorbidities data, were collected through ad hoc anonymous self-assessment questionnaire while disease costs (direct and indirect costs of disease and loss of productivity) were estimated using a bottom-up approach. Costs were compared between pwMS with and without comorbidity. Adjusted incremental costs associated with comorbidity were reported using generalized linear models with log-link and gamma distributions or two-part models. RESULTS 51.0% of pwMS had at least one comorbid condition. Hypertension (21.0%), depression (15.7%), and anxiety (11.7%) were the most prevalent. PwMS with comorbidity were more likely to use healthcare resources, such as hospitalizations (OR = 1.21, p < 0.001), tests (OR = 1.59, p < 0.001), and symptomatic drugs and supplements (OR = 1.89, p = 0.012), and to incur non-healthcare costs related to investment (OR = 1.32, p < 0.001), transportation (OR = 1.33, p < 0.001), services (OR = 1.33, p < 0.001), and informal care (OR = 1.43, p = 0.16). Finally, they experienced greater productivity losses (OR = 1.34, p < 0.001) than pwMS without comorbidity. The adjusted incremental annual cost per patient due to comorbidity was €3,106.9 (13% of the overall costs) with MS disability found to exponentially affect annual costs. CONCLUSION Comorbidity has health, social, and economic consequences for pwMS.
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Affiliation(s)
- Michela Ponzio
- Scientific Research Area, Italian Multiple Sclerosis Foundation (FISM), Genoa, Italy.
| | - Maria Cristina Monti
- Department of Public Health, Experimental and Forensic Medicine, Unit of Biostatistics and Clinical Epidemiology, University of Pavia, Pavia, Italy
| | - Giulia Mallucci
- Multiple Sclerosis Center, IRCCS Mondino Foundation, Pavia, Italy
| | - Paola Borrelli
- Department of Public Health, Experimental and Forensic Medicine, Unit of Biostatistics and Clinical Epidemiology, University of Pavia, Pavia, Italy
- Department of Medical, Oral and Biotechnological Sciences, Laboratory of Biostatistics, University ''G. d'Annunzio'' Chieti-Pescara, Chieti, Italy
| | - Sara Fusco
- Multiple Sclerosis Center, IRCCS Mondino Foundation, Pavia, Italy
| | - Andrea Tacchino
- Scientific Research Area, Italian Multiple Sclerosis Foundation (FISM), Genoa, Italy
| | - Giampaolo Brichetto
- Scientific Research Area, Italian Multiple Sclerosis Foundation (FISM), Genoa, Italy
- AISM Rehabilitation Service, Italian Multiple Sclerosis Society, Genoa, Italy
| | - Livio Tronconi
- Legal Medicine Unit, IRCCS Mondino Foundation, Pavia, Italy
- Department of Public Health, Experimental and Forensic Medicine, Forensic Science Unit, University of Pavia, Pavia, Italy
| | - Cristina Montomoli
- Department of Public Health, Experimental and Forensic Medicine, Unit of Biostatistics and Clinical Epidemiology, University of Pavia, Pavia, Italy
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Multiple sclerosis diagnostic delay and its associated factors in Upper Egyptian patients. Sci Rep 2023; 13:2249. [PMID: 36754987 PMCID: PMC9908930 DOI: 10.1038/s41598-023-28864-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Accepted: 01/25/2023] [Indexed: 02/10/2023] Open
Abstract
The earlier the diagnosis of multiple sclerosis (MS), the sooner disease-modifying treatments can be initiated. However, significant delays still occur in developing countries. We aimed to identify factors leading to delayed diagnosis of MS in Upper Egypt. One hundred forty-two patients with remitting relapsing MS (RRMS) were recruited from 3 MS units in Upper Egypt. Detailed demographic and clinical data were collected. Neurological examination and assessment of the Disability Status Scale (EDSS) were performed. The mean age was 33.52 ± 8.96 years with 72.5% of patients were females. The mean time from symptom onset to diagnosis was 18.63 ± 27.87 months and the median was 3 months. Seventy-two patients (50.7%) achieved diagnosis within three months after the first presenting symptom (early diagnosis), while seventy patients (49.3%) had more than three months delay in diagnosis (delayed diagnosis). Patients with a delayed diagnosis frequently presented in the period before 2019 and had a significantly higher rate of initial non-motor presentation, initial non-neurological consultations, prior misdiagnoses, and a higher relapse rate. Another possible factor was delayed MRI acquisition following the initial presentation in sixty-six (46.5%) patients. Multivariable logistic regression analysis demonstrated that earlier presentation, initial non-neurological consultation, and prior misdiagnosis were independent predictors of diagnostic delay. Despite advances in MS management in Egypt, initial non-neurological consultation and previous misdiagnoses are significant factors responsible for delayed diagnosis in Upper Egypt.
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Elssayed A, AlRgaiba RI, AlZalbani MK, Hassan MRJ, AlMalki KH, AlGhannam AA, AlMudayfir ZF, Mohamed HAA, Sheikh MM, AlGhamdi AA, AlMarwani SI. Review on Diagnosis and Management Approach of Multiple Sclerosis. INTERNATIONAL JOURNAL OF PHARMACEUTICAL RESEARCH AND ALLIED SCIENCES 2023. [DOI: 10.51847/gjcjdspajm] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
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Grytten N, Myhr KM, Celius EG, Benjaminsen E, Midgard R, Vatne A, Aarseth JH, Mannseth J, Torkildsen Ø. Cancer related mortality in multiple sclerosis. A population based cohort study. Mult Scler Relat Disord 2023; 69:104417. [PMID: 36423459 DOI: 10.1016/j.msard.2022.104417] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Revised: 10/27/2022] [Accepted: 11/15/2022] [Indexed: 11/18/2022]
Abstract
BACKGROUND Cancer is a major cause of death, but how cancer influences mortality risk in Multiple Sclerosis (MS) is unclear. OBJECTIVES Determine all-cause mortality and mortality following a cancer diagnosis among MS patients compared with matched population controls. METHODS Norwegian MS patients born 1930 - 1979 (n= 6950) followed-up 1953 - 2016, were matched with 37 922 controls. We compared incident cancer diagnosis from the Cancer Registry of Norway, date of death from the Cause of Death Registry, education from the National Education Database, by multivariate Cox proportional hazard regression. RESULTS Hazard ratio (HR) and 95% confidence interval (CI) for all-cause mortality among MS patients was 4.97 (4.64 - 5.33), and 2.61 (2.29 - 2.98) for mortality following a cancer diagnosis. Mortality in MS was highest following urinary- (2.53: 1.55 - 4.14), colorectal- (2.14: 1.47 - 3.11), hematological- (1.76: 1.08 - 2.88), ovarian - 2.30 (1.73-3.06) and breast cancer diagnosis (2.61: 1.85 - 3.68), compared to controls. High education was inversely associated with mortality among MS patients. CONCLUSIONS All-cause mortality was five- fold and mortality following a cancer diagnosis was two- fold increased among MS patients. Mortality following specific cancers raises the possibility of diagnostic neglect.
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Affiliation(s)
- Nina Grytten
- Norwegian Multiple Sclerosis Competence Centre, sDept. of Neurology, Haukeland University Hospital; Dept. of Clinical Medicine, University of Bergen, Bergen, Norway; Neuro-SysMed, Dept. of Neurology, Haukeland University Hospital, Bergen, Norway.
| | - Kjell-Morten Myhr
- Dept. of Clinical Medicine, University of Bergen, Bergen, Norway; Neuro-SysMed, Dept. of Neurology, Haukeland University Hospital, Bergen, Norway
| | - Elisabeth G Celius
- Dept of Neurology, Oslo University Hospital Ullevål, Oslo, Norway; Institute of clinical medicine, University of Oslo, Oslo, Norway
| | | | - Rune Midgard
- Dept. of Neurology, Molde Hospital, Molde, Norway; Norwegian University of Science and Technology
| | - Anita Vatne
- Dept. of Rehabilitation, Southern Norway Hospital
| | - Jan H Aarseth
- The Norwegian Multiple Sclerosis Registry and Biobank, Dept. of Neurology, Haukeland University Hospital, Bergen, Norway
| | - Janne Mannseth
- The Norwegian Multiple Sclerosis Registry and Biobank, Dept. of Neurology, Haukeland University Hospital, Bergen, Norway; Dept. of Global Public Health and Primary Care, University of Bergen, Bergen, Norway
| | - Øivind Torkildsen
- Dept. of Clinical Medicine, University of Bergen, Bergen, Norway; Neuro-SysMed, Dept. of Neurology, Haukeland University Hospital, Bergen, Norway
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Correale L, Martinis L, Tavazzi E, Pedullà L, Mallucci G, Brichetto G, Bove M, Ponzio M, Borrelli P, Monti MC, Bergamaschi R, Montomoli C. Barriers to exercise and the role of general practitioner: A cross-sectional survey among people with multiple sclerosis. Front Neurol 2022; 13:1016143. [DOI: 10.3389/fneur.2022.1016143] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Accepted: 10/31/2022] [Indexed: 11/22/2022] Open
Abstract
IntroductionRegular exercise is strongly recommended for people with MS (pwMS), but recent studies still describe them as sedentary and insufficiently active. The purpose of this study is to identify the major barriers that prevent pwMS from exercising and underline the importance of the general practitioner (GP) in promoting an active lifestyle.Materials and methodsWe performed a multicenter cross-sectional study using a self-administered questionnaire among pwMS. Data about demographics, the disease, current exercise practice, barriers, previous GP's advice to practice, and motivation were collected.ResultsA total of 741 pwMS (age 55.6 ± 12.5 years, 66% females) completed the survey. Most responders (75.3%) did not practice any exercise. Fatigue was the most limiting factor to attending and/or starting an exercise program, followed by travel and/or moving issues, and the lack of time. Only 25.5% of participants received GP's advice to practice exercise, but 48.6% of them attended an exercise program. A greater likelihood of practice was evidenced for people that received the GP's advice than those who had not received it (OR 2.96; p < 0.001). Finally, among those who did not practice exercise but received advice from GPs, 69 out of 99 (69.7%) were motivated to start an exercise program.ConclusionFatigue and physical issues are the main barriers to exercise for pwMS, but also other factors not related to the disease seem to be relevant, like travel issues and lack of time. Although few participants received advice to exercise from their general practitioner, his role proved effective in encouraging the practice.
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Bashir Y, Khan AU. The interplay between the gut-brain axis and the microbiome: A perspective on psychiatric and neurodegenerative disorders. Front Neurosci 2022; 16:1030694. [PMID: 36389228 PMCID: PMC9650127 DOI: 10.3389/fnins.2022.1030694] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Accepted: 10/12/2022] [Indexed: 07/26/2023] Open
Abstract
What is the effect of our gut microbial flora on brain? Does the gut microbiome have any role in the causation of psychiatric and neurodegenerative diseases? Does the effect of gut microbiota traverse the gut-brain axis? Questions like these have captured the interest and imagination of the scientific community for quite some time now. Research in the quest for answers to these questions, to unravel the potential role of the microbiota inhabiting the gut in controlling brain functions, has progressed manifold over the last two decades. Although the possibility of microbiome as a key susceptibility factor for neurological disorders viz. Parkinson's disease, Alzheimer's disease, multiple sclerosis, and autism spectrum disorder has bolstered by an increase in the clinical and preclinical evidence, the field is still in its infancy. Given the fact that the diversity of the gut microbiota is affected by various factors including the diet and exercise, the interpretation of such data becomes all the more difficult. Also, such studies have been mostly conducted on animal models, so there is a need for randomized controlled trials in human subjects, corroborated by longitudinal studies, to establish if modulating the gut microbiota can unravel novel therapeutic interventions. Exploring the genomic, metagenomic and metabolomic data from clinical subjects with psychiatric and neurological diseases can prove to be a helpful guide in individual treatment selection.
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Zhang S, Liu D, Tian E, Wang J, Guo Z, Kong W. Central vestibular dysfunction: don't forget vestibular rehabilitation. Expert Rev Neurother 2022; 22:669-680. [PMID: 35912850 DOI: 10.1080/14737175.2022.2106129] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
INTRODUCTION Vestibular rehabilitation (VR) is now a subject of active studies and has been shown to be effective for multiple vestibular disorders, peripheral or central. VR is a physical therapy that helps train the central nervous system to compensate for vestibular dysfunction. There is moderate to strong evidence that VR is safe and effective for the management of peripheral vestibular dysfunction. Nonetheless, the studies on how VR works on central vestibular dysfunction remains scanty. AREAS COVERED This article addressed the rehabilitation strategies and possible mechanisms, including how central vestibular function might improve upon rehabilitation. In addition, it provides some examples concerning the effect of VR on central vestibular dysfunction. EXPERT OPINION VR works on the vestibular system through repetition of specific physical exercises that activate central neuroplastic mechanisms to achieve adaptive compensation of the impaired functions. VR has become a mainstay in the management of patients with dizziness and balance dysfunction. Individualized VR programs are a safe and effective treatment option for a large percentage of patients with central vestibular disease reporting imbalance and dizziness. Exploration of various treatment strategies and possible mechanisms will help develop the best and personalized VR treatment for patients with central vestibular dysfunction.
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Affiliation(s)
- Sulin Zhang
- Department of Otorhinolaryngology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430022, China.,Institute of Otorhinolaryngology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430022, China
| | - Dan Liu
- Department of Otorhinolaryngology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430022, China
| | - E Tian
- Department of Otorhinolaryngology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430022, China
| | - Jun Wang
- Department of Otorhinolaryngology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430022, China
| | - Zhaoqi Guo
- Department of Otorhinolaryngology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430022, China
| | - Weijia Kong
- Department of Otorhinolaryngology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430022, China.,Institute of Otorhinolaryngology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430022, China.,Key Laboratory of Neurological Disorders of Education Ministry, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei, China
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Association of age and disease duration with comorbidities and disability: a study of the Swiss Multiple Sclerosis Registry. Mult Scler Relat Disord 2022; 67:104084. [DOI: 10.1016/j.msard.2022.104084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Revised: 07/06/2022] [Accepted: 07/29/2022] [Indexed: 11/23/2022]
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Peterson MD, Lin P, Kamdar N, Marsack-Topolewski CN, Mahmoudi E. Physical and Mental Health Comorbidities Among Adults With Multiple Sclerosis. Mayo Clin Proc Innov Qual Outcomes 2022; 6:55-68. [PMID: 35005438 PMCID: PMC8715377 DOI: 10.1016/j.mayocpiqo.2021.11.004] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
OBJECTIVE To compare the incidence of and adjusted hazard ratios for common cardiometabolic diseases, musculoskeletal disorders, and psychological morbidities among adults with and without multiple sclerosis (MS). PATIENTS AND METHODS Beneficiaries were included if they had an International Classification of Diseases, Ninth Revision, Clinical Modification diagnostic code for MS (n=9815) from a national private insurance claims database (Clinformatics Data Mart; OptumInsight). Adults without MS were also included (n=1,474,232) as a control group. Incidence estimates of common cardiometabolic diseases, musculoskeletal disorders, and psychological morbidities were compared at 5 years of continuous enrollment. Survival models were used to quantify unadjusted and adjusted hazard ratios for incident morbidities. RESULTS Adults with MS had a higher incidence of any common cardiometabolic disease (51.6% [2663 of 5164] vs 36.4% [328,690 of 904,227]), musculoskeletal disorder (68.8% [3411 of 4959] vs 47.5% [512,422 of 1,077,737]), and psychological morbidity (49.4% [3305 of 6691] vs 30.8% [380,893 of 1,235,388]) than adults without MS, and differences were clinically meaningful (all P<.001). Fully adjusted survival models revealed that adults with MS had a greater risk for any (hazard ratio [HR], 1.37; 95% CI, 1.32 to 1.43) and all (HR, 1.19 to 1.48) common cardiometabolic diseases, any (HR, 1.59; 95% CI, 1.53 to 1.64) and all (HR, 1.22 to 2.77) musculoskeletal disorders, and any (HR, 1.57; 95% CI, 1.51 to 1.62) and all (HR, 1.20 to 2.51) but one (impulse control disorders) psychological morbidity. CONCLUSION Adults with MS have a significantly higher risk for development of common cardiometabolic diseases, musculoskeletal disorders, and psychological morbidities (all P<.001) than adults without MS. Efforts are needed to facilitate the development of improved clinical screening algorithms and early interventions to reduce risk of chronic physical and mental disease onset/progression in this higher risk population.
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Affiliation(s)
- Mark D. Peterson
- Department of Physical Medicine and Rehabilitation
- Institute for Healthcare Policy and Innovation
| | - Paul Lin
- Institute for Healthcare Policy and Innovation
| | - Neil Kamdar
- Institute for Healthcare Policy and Innovation
- Department of Obstetrics and Gynecology
- Department of Emergency Medicine
- Department of Surgery
| | | | - Elham Mahmoudi
- Institute for Healthcare Policy and Innovation
- Department of Family Medicine, Michigan Medicine, University of Michigan, Ann Arbor
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Ekundayo TC, Olasehinde TA, Falade AO, Adewoyin MA, Iwu CD, Igere BE, Ijabadeniyi OA. Systematic review and meta-analysis of Mycobacterium avium subsp. paratuberculosis as environmental trigger of multiple sclerosis. Mult Scler Relat Disord 2022; 59:103671. [DOI: 10.1016/j.msard.2022.103671] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Revised: 01/27/2022] [Accepted: 02/05/2022] [Indexed: 12/24/2022]
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Diržiuvienė B, Mickevičienė D. Comorbidity in Multiple Sclerosis: Emphasis on Patient-Reported Outcomes. Mult Scler Relat Disord 2022; 59:103558. [DOI: 10.1016/j.msard.2022.103558] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2021] [Revised: 01/12/2022] [Accepted: 01/22/2022] [Indexed: 11/28/2022]
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Patti F, Chisari CG, Arena S, Toscano S, Finocchiaro C, Fermo SL, Judica ML, Maimone D. Factors driving delayed time to multiple sclerosis diagnosis: Results from a population-based study. Mult Scler Relat Disord 2022; 57:103361. [PMID: 35158432 DOI: 10.1016/j.msard.2021.103361] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2021] [Revised: 09/30/2021] [Accepted: 10/29/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Multiple sclerosis (MS) is a highly complex chronic inflammatory disease, in which a diagnostic delay could reduce the available therapeutic options. Our aim was to identify factors contributing to diagnostic delay in a MS population living in the municipality of Biancavilla. METHODS This retrospective population-based study consecutively selected patients with MS diagnosed from 1992 to 2018 and resident in the city of Biancavilla. Socio-demographic and clinical data were collected through the iMed database. Date of final MS diagnosis was obtained and diagnostic delay was calculated. RESULTS A total of 70 patients (66.7% women) were found affected by MS according to the 2011 McDonald criteria in the municipality of Biancavilla in the period between 2005 and 2010. The mean diagnostic delay in the MS cohort of Biancavilla was 33.8 ± 56 months [median 19.5, range 1-315]. The multivariate logistic regression confirmed that age ≥ 40 years, lower educational level (1-5 years) and motor symptoms at onset were associated to longer diagnostic delay. CONCLUSION In this population-based study a mean delay of about 30 months occurred between initial symptoms and the MS diagnosis. Older age at onset, lower education level and motor symptoms at onset were associated to longer MS diagnostic delay.
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Affiliation(s)
- Francesco Patti
- Department of Medical and Surgical Sciences, and Advanced Technologies, "G.F. Ingrassia", Multiple Sclerosis Center, University of Catania, Via Santa Sofia, 78, Catania 95123, Italy.
| | - Clara Grazia Chisari
- Department of Medical and Surgical Sciences, and Advanced Technologies, "G.F. Ingrassia", Multiple Sclerosis Center, University of Catania, Via Santa Sofia, 78, Catania 95123, Italy
| | - Sebastiano Arena
- Department of Medical and Surgical Sciences, and Advanced Technologies, "G.F. Ingrassia", Multiple Sclerosis Center, University of Catania, Via Santa Sofia, 78, Catania 95123, Italy
| | - Simona Toscano
- Department of Medical and Surgical Sciences, and Advanced Technologies, "G.F. Ingrassia", Multiple Sclerosis Center, University of Catania, Via Santa Sofia, 78, Catania 95123, Italy
| | - Chiara Finocchiaro
- Department of Medical and Surgical Sciences, and Advanced Technologies, "G.F. Ingrassia", Multiple Sclerosis Center, University of Catania, Via Santa Sofia, 78, Catania 95123, Italy
| | - Salvatore Lo Fermo
- Department of Medical and Surgical Sciences, and Advanced Technologies, "G.F. Ingrassia", Multiple Sclerosis Center, University of Catania, Via Santa Sofia, 78, Catania 95123, Italy
| | - Maria Luisa Judica
- Azienda Sanitaria Provinciale di Catania, distretto di Adrano, Catania, Italy
| | - Davide Maimone
- Multiple Sclerosis Center, Garibaldi-Nesima Hospital, Catania, Italy
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Palladino R, Chataway J, Majeed A, Marrie RA. Interface of Multiple Sclerosis, Depression, Vascular Disease, and Mortality: A Population-Based Matched Cohort Study. Neurology 2021; 97:e1322-e1333. [PMID: 34470802 PMCID: PMC8480403 DOI: 10.1212/wnl.0000000000012610] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Accepted: 07/06/2021] [Indexed: 11/15/2022] Open
Abstract
Background and Objectives To assess whether the association among depression, vascular disease, and mortality differs in people with multiple sclerosis (MS) compared with age-, sex-, and general practice–matched controls. Methods We conducted a population-based retrospective matched cohort study between January 1, 1987, and September 30, 2018, that included people with MS and matched controls without MS from England, stratified by depression status. We used time-varying Cox proportional hazard regression models to test the association among MS, depression, and time to incident vascular disease and mortality. Analyses were also stratified by sex. Results We identified 12,251 people with MS and 72,572 matched controls. At baseline, 21% of people with MS and 9% of controls had depression. Compared with matched controls without depression, people with MS had an increased risk of incident vascular disease regardless of whether they had comorbid depression. The 10-year hazard of all-cause mortality was 1.75-fold greater in controls with depression (95% confidence interval [CI] 1.59–1.91), 3.88-fold greater in people with MS without depression (95% CI 3.66–4.10), and 5.43-fold greater in people with MS and depression (95% CI 4.88–5.96). Overall, the interaction between MS status and depression was synergistic, with 14% of the observed effect attributable to the interaction. Sex-stratified analyses confirmed differences in hazard ratios. Discussion Depression is associated with increased risks of incident vascular disease and mortality in people with MS, and the effects of depression and MS on all-cause mortality are synergistic. Further studies should evaluate whether effectively treating depression is associated with a reduced risk of vascular disease and mortality.
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Affiliation(s)
- Raffaele Palladino
- From the Department of Primary Care and Public Health (R.P., A.M.), Imperial College of London, UK; Department of Public Health (R.P.) and CIRMIS-Interdepartmental Center for Research in Healthcare Management and Innovation in Healthcare (R.P.), University "Federico II" of Naples, Italy; Queen Square Multiple Sclerosis Centre (J.C.), Department of Neuroinflammation, University College London Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London; National Institute for Health Research (J.C.), University College London Hospitals, Biomedical Research Centre, London, UK; and Departments of Medicine (R.A.M.) and Community Health Sciences (R.A.M.), Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada.
| | - Jeremy Chataway
- From the Department of Primary Care and Public Health (R.P., A.M.), Imperial College of London, UK; Department of Public Health (R.P.) and CIRMIS-Interdepartmental Center for Research in Healthcare Management and Innovation in Healthcare (R.P.), University "Federico II" of Naples, Italy; Queen Square Multiple Sclerosis Centre (J.C.), Department of Neuroinflammation, University College London Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London; National Institute for Health Research (J.C.), University College London Hospitals, Biomedical Research Centre, London, UK; and Departments of Medicine (R.A.M.) and Community Health Sciences (R.A.M.), Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Azeem Majeed
- From the Department of Primary Care and Public Health (R.P., A.M.), Imperial College of London, UK; Department of Public Health (R.P.) and CIRMIS-Interdepartmental Center for Research in Healthcare Management and Innovation in Healthcare (R.P.), University "Federico II" of Naples, Italy; Queen Square Multiple Sclerosis Centre (J.C.), Department of Neuroinflammation, University College London Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London; National Institute for Health Research (J.C.), University College London Hospitals, Biomedical Research Centre, London, UK; and Departments of Medicine (R.A.M.) and Community Health Sciences (R.A.M.), Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Ruth Ann Marrie
- From the Department of Primary Care and Public Health (R.P., A.M.), Imperial College of London, UK; Department of Public Health (R.P.) and CIRMIS-Interdepartmental Center for Research in Healthcare Management and Innovation in Healthcare (R.P.), University "Federico II" of Naples, Italy; Queen Square Multiple Sclerosis Centre (J.C.), Department of Neuroinflammation, University College London Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London; National Institute for Health Research (J.C.), University College London Hospitals, Biomedical Research Centre, London, UK; and Departments of Medicine (R.A.M.) and Community Health Sciences (R.A.M.), Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada
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Al-Falaki TA, Hamdan FB, Sheaheed NM. Assessment of cognitive functions in patients with multiple sclerosis. THE EGYPTIAN JOURNAL OF NEUROLOGY, PSYCHIATRY AND NEUROSURGERY 2021. [DOI: 10.1186/s41983-021-00383-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Abstract
Background
About 40–70% of patients with multiple sclerosis (MS) develop cognitive impairment (CI) throughout their life. We aim to study the influence of MS on cognitive changes. This is a case–control study of fifty patients with MS who met the revised 2017 Mc Donald Criteria and fifty age- and sex-matched healthy subjects. The Expanded Disability Status Scale (EDSS) was used to assess the degree of disability, and the Montreal Cognitive Assessment (MoCA) scoring system was used to assess cognitive function.
Results
MS patients show low total MoCA score than the controls. Total MoCA scores were lower in patients with CI versus those with intact cognition. CI was higher in those with a longer duration of illness and a high EDSS. MoCA was positively correlated with education level but negatively with EDSS and disease duration.
Conclusion
MoCA scale has optimal psychometric properties for routine clinical use in patients with MS, even in those with mild functional disability. The longer the disease duration and the higher the EDSS, the lower the MoCA score and the higher the education level, the higher the MoCA score. As for the profile of cognitive dysfunction in patients with MS, the domains most frequently failed by the patients were memory, attention, visuospatial learning, and language.
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Conway DS, Marck CH. Comorbidities require special attention in minorities with multiple sclerosis. Mult Scler 2021; 27:1811-1813. [PMID: 34449300 DOI: 10.1177/13524585211037578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Affiliation(s)
- Devon S Conway
- Mellen Center for Multiple Sclerosis Treatment and Research, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Claudia H Marck
- Disability and Health Unit, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
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Rotstein D, Maxwell C, Tu K, Gatley J, Pequeno P, Kopp A, Marrie RA. High prevalence of comorbidities at diagnosis in immigrants with multiple sclerosis. Mult Scler 2021; 27:1902-1913. [PMID: 34328821 PMCID: PMC8521357 DOI: 10.1177/13524585211031791] [Citation(s) in RCA: 7] [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: Multiple sclerosis (MS) has been associated with certain comorbidities in general population studies, but it is unknown how comorbidity may affect immigrants with MS. Objective: To compare prevalence of comorbidities in immigrants and long-term residents at MS diagnosis, and in matched control populations without MS. Methods: We identified incident MS cases using a validated definition applied to health administrative data in Ontario, Canada, from 1994 to 2017, and categorized them as immigrants or long-term residents. Immigrants and long-term residents without MS (controls) were matched to MS cases 3:1 on sex, age, and geography. Results: There were 1534 immigrants and 23,731 long-term residents with MS matched with 4585 and 71,193 controls, respectively. Chronic obstructive pulmonary disease (COPD), diabetes, hypertension, ischemic heart disease, migraine, epilepsy, mood/anxiety disorders, schizophrenia, inflammatory bowel disease (IBD), and rheumatoid arthritis were significantly more prevalent among immigrants with MS compared to their controls. Prevalence of these conditions was generally similar comparing immigrants to long-term residents with MS, although COPD, epilepsy, IBD, and mood/anxiety disorders were less prevalent in immigrants. Conclusion: Immigrants have a high prevalence of multiple comorbidities at MS diagnosis despite the “healthy immigrant effect.” Clinicians should pay close attention to identification and management of comorbidity in immigrants with MS.
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Affiliation(s)
- Dalia Rotstein
- Department of Medicine, University of Toronto, Toronto, ON, Canada/St. Michael's Hospital, Toronto, ON, Canada
| | - Colleen Maxwell
- Schools of Pharmacy and Public Health and Health Systems, University of Waterloo, Waterloo, ON, Canada/ICES, Toronto, ON, Canada
| | - Karen Tu
- North York General Hospital, Toronto, ON, Canada/Department of Family and Community Medicine and Institute for Health Policy and Management, University of Toronto, Toronto, ON, Canada/Toronto Western Hospital, University Health Network, Toronto, ON, Canada
| | | | | | | | - Ruth Ann Marrie
- Departments of Medicine and Community Health Sciences, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
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Robers MV, Chan C, Vajdi B, Chiong-Rivero H, Martinez A, Burnett ME, Ramanathan M, Amezcua L. Hypertension and hypertension severity in Hispanics/Latinx with MS. Mult Scler 2021; 27:1894-1901. [PMID: 34197237 DOI: 10.1177/13524585211019243] [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] [Indexed: 01/02/2023]
Abstract
BACKGROUND Vascular comorbidities (VCs) including hypertension (HTN) are associated with worse multiple sclerosis (MS) outcomes. HTN is common in Latinx, but the prevalence and relationship with disability are unknown in Latinx with MS. METHODS Latinx (n = 451) from the Alliance for Research in Hispanic MS (ARHMS) seen between 2007 and 2019 were included. HTN, diabetes (DM), hyperlipidemia (HLD), ischemic events, and smoking were considered VC. Blood pressures (BPs) were classified using the American Heart Association (AHA) criteria. Logistic regression determined associations between VC and ambulatory disability accounting for age, sex, and disease duration. RESULTS Medical comorbidities were found in 41.9% and VC in 24.2%. Smoking (13.6%) and HTN (7.3%) were the most common. HTN was the most common over the age of 40 (12.6%). The odds of having severe disability were three times higher for those with HTN (odds ratio [OR], 3.12; 95% confidence interval (CI), 1.37-7.12). Stage II HTN according to AHA also tripled the odds (OR, 2.89; 95%CI, 1.11-7.55). AHA BP confirmed HTN in 27.5% (compared to 7.3% with established diagnosis). CONCLUSION HTN diagnosis and stage II HTN defined by AHA were independently associated with severe ambulatory disability in Latinx with MS. HTN was underdiagnosed. Future studies should assess whether HTN treatment control would prevent disability in MS.
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Affiliation(s)
- Michael V Robers
- Department of Neurology, Keck School of Medicine of University of Southern California, Los Angeles, CA, USA/Department of Neurology, Barrow Neurological Institute, Phoenix, AZ, USA
| | - Chan Chan
- Department of Neurology, Keck School of Medicine of University of Southern California, Los Angeles, CA, USA
| | - Borna Vajdi
- Department of Neurology, Keck School of Medicine of University of Southern California, Los Angeles, CA, USA
| | - Horacio Chiong-Rivero
- Department of Neurology, Keck School of Medicine of University of Southern California, Los Angeles, CA, USA
| | - Andrea Martinez
- Department of Neurology, Keck School of Medicine of University of Southern California, Los Angeles, CA, USA
| | - Margaret E Burnett
- Department of Neurology, Keck School of Medicine of University of Southern California, Los Angeles, CA, USA
| | - Murali Ramanathan
- Departments of Pharmaceutical Sciences and Neurology, State University of New York, Buffalo, NY, USA
| | - Lilyana Amezcua
- Department of Neurology, Keck School of Medicine of University of Southern California, Los Angeles, CA, USA
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Luca M, Chisari CG, Zanghì A, Patti F. Early-Onset Alcohol Dependence and Multiple Sclerosis: Diagnostic Challenges. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:5588. [PMID: 34073738 PMCID: PMC8197265 DOI: 10.3390/ijerph18115588] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Revised: 05/15/2021] [Accepted: 05/19/2021] [Indexed: 12/26/2022]
Abstract
Multiple sclerosis (MS) is an inflammatory demyelinating disorder characterized by the progressive disruption of the myelin sheath around the nerve fibres. The early initiation of disease-modifying treatments is crucial for preventing disease progression and neurological damage. Unfortunately, a diagnostic delay of several years is not uncommon, particularly in the presence of physical and mental comorbidities. Among psychiatric comorbidities, the role of alcohol misuse is still under debate. In this paper, we discuss a case of early-onset alcohol dependence and its possible role in delaying the initiation of a specific therapy for MS. The differential diagnosis between idiopathic and secondary neurodegenerative disorders is often challenging. When dealing with patients reporting an early-onset substance abuse (likely to present organic damage), clinicians may be prone to formulate a diagnosis of secondary neuropathy, particularly when facing non-specific symptoms. This case report highlights the need for in-depth medical investigations (including imaging) in the presence of neurological signs suggesting a damage of the central nervous system, prompting a differential diagnosis between idiopathic and secondary neurodegenerative conditions. Indeed, a timely diagnosis is crucial for the initiation of specific therapies positively affecting the outcome.
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Affiliation(s)
| | | | | | - Francesco Patti
- Section of Neurosciences, Department “GF. Ingrassia”, University of Catania, Via S. Sofia, 78, 95123 Catania, Italy; (M.L.); (C.G.C.); (A.Z.)
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Walzl D, Solomon AJ, Stone J. Functional neurological disorder and multiple sclerosis: a systematic review of misdiagnosis and clinical overlap. J Neurol 2021; 269:654-663. [PMID: 33611631 PMCID: PMC8782816 DOI: 10.1007/s00415-021-10436-6] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2020] [Revised: 01/24/2021] [Accepted: 01/28/2021] [Indexed: 11/29/2022]
Abstract
Multiple sclerosis (MS) and functional neurological disorder (FND) are both diagnostically challenging conditions which can present with similar symptoms. We systematically reviewed the literature to identify patients with MS who were misdiagnosed with FND, patients with FND who were misdiagnosed with MS, and reports of patients with both conditions. In addition to FND, we included studies of patients with other functional and psychiatric disorders where these caused symptoms leading to investigation for or a diagnosis of MS, which in a different context would likely have been labeled as FND. Our review suggests that MS is one of the most common causes of misdiagnosis of FND and vice versa. We discuss the clinical errors that appear to result in misdiagnoses, such as over-reliance on psychiatric comorbidity when making a diagnosis of FND or over-reliance on neuroimaging for the diagnosis of MS, and practical ways to avoid them. Comorbidity between these two conditions is also likely common, has been poorly studied, and adds complexity to diagnosis and treatment in patients with both MS and FND. Misdiagnosis and comorbidity in a landscape of emerging evidence-based treatments for both MS and FND are issues not only of clinical importance to the care of these patients, but also to treatment trials, especially of MS, where FND could be a hidden confounder.
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Affiliation(s)
- Dennis Walzl
- Centre for Clinical Brain Sciences, University of Edinburgh, Chancellor's Building, Edinburgh, UK
| | - Andrew J Solomon
- Larner College of Medicine at the University of Vermont, Burlington, VT, USA
| | - Jon Stone
- Centre for Clinical Brain Sciences, University of Edinburgh, Chancellor's Building, Edinburgh, UK.
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Sánchez RC, de la Fe AD, Suarez AP, Grass D, Vega TM, Canal AS, Siniscalco D, de Los Angeles Robinson Agramonte M. Interferon beta 1a (Rebif®) in relapsing remitting multiple sclerosis. Drug Dev Res 2021; 82:707-715. [PMID: 33586209 DOI: 10.1002/ddr.21798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Revised: 01/15/2021] [Accepted: 01/21/2021] [Indexed: 11/10/2022]
Abstract
Multiple sclerosis (MS) is an autoimmune neurodegenerative disease that affects the central nervous system. It is the second cause of neurological disability in young adults. The exact cause of the disease remains unknown and there is no curative treatment. It is imperative to evaluate the efficacy of newest, biotechnological products modifying the disease. This study was designed to evaluate the use of interferon beta 1a (Rebif®) in patients with relapsing remitting MS treated at International Center for Neurological Restoration. Thirty-one patients with relapsing remitting MS, between 10 and 65 years of age, four males and 27 females, were treated with Rebif® three times per week during 1 year. The safety of the treatment was evaluated based on the adverse events and the efficacy based on the disability scale score, the number of attacks and the number of lesions at magnetic resonance imaging (MRI). The public clinical trial is registered in Cuba (Number B-10-030-L03). Adverse effects occurred in 75% of the cases, but they were mild. A significant reduction in the number of attacks, the disability scale score and the number of lesions at MRI were observed in patients with relapsing remitting MS treated with Rebif®. The use of interferon beta 1a showed safety and efficacy in the treatment of patients with relapsing remitting MS.
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Affiliation(s)
| | - Amado Díaz de la Fe
- Neuromuscular Diseases Clinic, International Center for Neurological Restoration, Habana, Cuba
| | - Alejandro Peláez Suarez
- Neuromuscular Diseases Clinic, International Center for Neurological Restoration, Habana, Cuba
| | - Dayme Grass
- Neuromuscular Diseases Clinic, International Center for Neurological Restoration, Habana, Cuba
| | - Teresa Morgado Vega
- Neuromuscular Diseases Clinic, International Center for Neurological Restoration, Habana, Cuba
| | - Armando Sánchez Canal
- Division of Neuromuscular Diseases Clinic, Abel Santamaria Cuadrado University Hospital, Pinar del Río, Cuba
| | - Dario Siniscalco
- Department of Experimental Medicine, Division of Biotechnology, Molecular Biology and Histology, University of Campania L. Vanvitelli, Naples, Italy
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Ostolaza A, Corroza J, Ayuso T. Multiple sclerosis and aging: comorbidity and treatment challenges. Mult Scler Relat Disord 2021; 50:102815. [PMID: 33581613 DOI: 10.1016/j.msard.2021.102815] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Revised: 01/27/2021] [Accepted: 02/01/2021] [Indexed: 11/26/2022]
Abstract
BACKGROUND The prevalence of elderly patients with MS is increasing, in conjunction with the ageing general population. This review will examine the principal characteristics of elderly patients with MS and how the concomitant pathologies affect them. Finally, it will assess the impact of the medications on these patients and whether it would be safe to discontinue the disease-modifying treatment. METHODS Searches using PubMed were conducted in October 2020 to collect studies assessing the impact of age and comorbidities on patients with MS. RESULTS Several studies showed that aged patients develop concomitant pathologies that could worsen the disease's prognosis. Also, MS itself may be closely related to cognitive impairment, even though the exact etiopathogenic mechanism of it is still unclear. To date, safety and efficacy of currently available drugs remain unassessed in elderly populations. These treatments may not be beneficial in preventing the progression of disability in ageing people with no signs of inflammatory activity, and discontinuation of treatment is often discussed in this subgroup of patients. CONCLUSIONS The presence of cardiovascular pathology, psychiatric disorders, diabetes or cancer is further associated with increased mortality in MS patients. The diagnosis and treatment of the disease is challenged by both age-related comorbidities and clinical variations compared to younger patients. It may be safe to discontinue treatment in elderly patients with no clinico-radiological activity.
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Affiliation(s)
- Aiora Ostolaza
- Department of Neurology, Complejo Hospitalario de Navarra-IdiSNA (Navarra Institute for Health Research), Pamplona, Navarra, 31008, Spain.
| | - Jon Corroza
- Department of Neurology, Complejo Hospitalario de Navarra-IdiSNA (Navarra Institute for Health Research), Pamplona, Navarra, 31008, Spain
| | - Teresa Ayuso
- Department of Neurology, Complejo Hospitalario de Navarra-IdiSNA (Navarra Institute for Health Research), Pamplona, Navarra, 31008, Spain
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Cárdenas-Robledo S, Lopez-Reyes L, Arenas-Vargas LE, Carvajal-Parra MS, Guío-Sánchez C. Delayed diagnosis of multiple sclerosis in a low prevalence country. Neurol Res 2020; 43:521-527. [PMID: 33357115 DOI: 10.1080/01616412.2020.1866374] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Background: Early diagnosis and treatment of multiple sclerosis (MS) is crucial to avoid future disability. The factors that influence diagnostic delay in low prevalence settings have been poorly studied.Objectives: To evaluate the factors associated with a delayed diagnosis of MS after the symptomatic onset.Methods: Clinical records of confirmed MS patients were reviewed. Diagnostic delay was calculated by subtracting the date of onset from the date of diagnosis and categorized as early and delayed, when below and above than 1 year. Logistic regression was performed to evaluate the likelihood of a delayed diagnosis according to age at first symptom, gender, type of the first symptom, progressive vs relapsing onset, diagnostic criteria prevailing at the time of symptom onset, comorbidities, and family history of MS.Results: Data of 525 (95.6%) from a cohort of 549 patients were analyzed. About 69.1% were women. The mean age was 43.2 years. About 86.3% had relapsing-remitting MS. The mean overall diagnostic delay was 3.07 years. About 45.7% of the patients had a delayed diagnosis, and it was dependent on the symptom and the diagnostic criteria prevailing at the onset. Multivariate logistic regression showed onset during the Schumacher (OR = 10.03 [95%CI 1.30-77.1], p = 0.027) and Poser (OR = 4.26 [95%CI 1.25-15.15], p = 0.021) years were associated with delayed MS diagnosis.Conclusions: MS onset before the McDonald diagnostic criteria era is associated with delayed diagnosis.
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Affiliation(s)
- Simón Cárdenas-Robledo
- MS Center, Department of Neurology, Multiple Sclerosis Research Group - National University of Colombia, Bogotá, Colombia.,MS Center, Department of Nursing, Multiple Sclerosis Research Group - National University of Colombia, Bogotá, Colombia.,Department of Neurology, Multiple Sclerosis Research Group - National University of Colombia, Bogotá, Colombia
| | - Lorena Lopez-Reyes
- MS Center, Department of Neurology, Multiple Sclerosis Research Group - National University of Colombia, Bogotá, Colombia.,Department of Neurology, Multiple Sclerosis Research Group - National University of Colombia, Bogotá, Colombia
| | - Laura Estefanía Arenas-Vargas
- MS Center, Department of Nursing, Multiple Sclerosis Research Group - National University of Colombia, Bogotá, Colombia.,Department of Neurology, Multiple Sclerosis Research Group - National University of Colombia, Bogotá, Colombia
| | | | - Claudia Guío-Sánchez
- MS Center, Department of Neurology, Multiple Sclerosis Research Group - National University of Colombia, Bogotá, Colombia.,Department of Neurology, Multiple Sclerosis Research Group - National University of Colombia, Bogotá, Colombia
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Mobasheri F, Jaberi AR, Hasanzadeh J, Fararouei M. Multiple sclerosis diagnosis delay and its associated factors among Iranian patients. Clin Neurol Neurosurg 2020; 199:106278. [DOI: 10.1016/j.clineuro.2020.106278] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Revised: 10/01/2020] [Accepted: 10/02/2020] [Indexed: 11/26/2022]
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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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Ulusoy EK. Effects of Comorbid Fibromyalgia Syndrome on activities of daily living in multiple sclerosis patients. ARQUIVOS DE NEURO-PSIQUIATRIA 2020; 78:556-560. [PMID: 33053013 DOI: 10.1590/0004-282x20200082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Accepted: 04/29/2020] [Indexed: 11/22/2022]
Abstract
OBJECTIVE To investigate the frequency of Comorbid Fibromyalgia Syndrome and its effects on quality of life and activities of daily living without any known psychiatric problem (schizophrenia or bipolar disorder) or severe disability, other than depression, in patients with multiple sclerosis, which is known to be a chronic disease in young adults. METHODS The study included 103 patients diagnosed with multiple sclerosis, following McDonald criteria, who had relapsing remitting disease. The Fibromyalgia Impact Questionnaire, Beck Anxiety Inventory, Beck Depression Inventory, Pittsburgh Sleep Quality Index, Fatigue Severity Scale, and Multiple Sclerosis Quality of Life-54 were applied for all patients. Results were analyzed using statistical methods. RESULTS Mean age was 35.04±8.72 years in the study population. The Expanded Disability Status Scale (EDSS) score was 2.21±0.93. Comorbid Fibromyalgia Syndrome was detected in 20 patients (19.4%). The mean score of Multiple Sclerosis Quality of Life-54 was found to be significantly higher in multiple sclerosis patients with Comorbid Fibromyalgia Syndrome when compared to those without it (34.80±9.14 versus 71.67±13.95; p<0.05). CONCLUSION These results indicate that increased frequency of Comorbid Fibromyalgia Syndrome in multiple sclerosis causes worsening in activities of daily living and quality of life, delayed diagnosis, disability progression, and increased admission rates. Questioning and appropriately managing Comorbid Fibromyalgia Syndrome in clinical practice are important to improve the quality of life in multiple sclerosis patients.
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Affiliation(s)
- Ersin Kasım Ulusoy
- Kayseri Training and Research Hospital, Department of Neurology, Kayseri, Turkey
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