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Freedman DE, Oh J, Einstein G, Feinstein A. Aging and the neuropsychiatry of multiple sclerosis: a cross-sectional study. J Neurol 2025; 272:375. [PMID: 40319422 DOI: 10.1007/s00415-025-13116-x] [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: 02/18/2025] [Revised: 04/22/2025] [Accepted: 04/23/2025] [Indexed: 05/07/2025]
Abstract
Aging in multiple sclerosis (MS) affects clinical and radiological disease activity. Yet, evidence is equivocal about the effects of aging on the neuropsychiatric sequelae of MS, including anxiety, depression, fatigue, and cognitive dysfunction. This study aimed to clarify how the neuropsychiatric symptoms of MS vary across ages. A consecutive cohort of 1194 people with MS (pwMS) underwent neuropsychological testing using the Minimal Assessment of Cognitive Function in MS, the Hospital Anxiety and Depression Scale sub-scales for anxiety (HADS-A) and depression (HADS-D), Modified Fatigue Impact Scale (MFIS), and the Perceived Deficits Questionnaire (PDQ) for cognitive complaints. Participants were stratified into age sub-groups: 18-29, 30-39, 40-49, 50-59 years. t-tests were undertaken to compare symptoms between the 18-29 and 50-59 sub-groups. Linear regression analyses, controlling for disability (Expanded Disability Status Scale; EDSS), sex, educational years, and high-efficacy disease-modifying therapy use, were used to evaluate whether age significantly predicted neuropsychiatric sequelae. Mean age was 42.15 years, 74.12% were female, and median EDSS was 2.00. Older pwMS had reduced HADS-A, PDQ, California Verbal Learning Test (CVLT), Brief Visuospatial Memory Test (BVMT), Symbol Digit Modalities Test (SDMT), and Delis-Kaplan Executive Function System (D-KEFS) scores, all p < 0.01. There were no age differences on the HADS-D, MFIS, Controlled Oral Word Association Test, Judgment of Line Orientation, or Paced Auditory Serial Addition Test. Controlling for covariates, older age independently predicted reduced HADS-A, CVLT, BVMT, SDMT, and D-KEFS scores, all p < 0.01. In summary, as pwMS age, anxiety declines and performance on learning, memory, processing speed, and executive function tests worsens.
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Affiliation(s)
- David E Freedman
- Department of Psychiatry, Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, Toronto, M4 N 3M5, Canada.
- Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada.
| | - Jiwon Oh
- Division of Neurology, Department of Medicine, St. Michael's Hospital, 30 Bond Street, Toronto, M5B 1 W8, Canada
- Division of Neurology, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
| | - Gillian Einstein
- Department of Psychology, University of Toronto, 100 St. George St, Toronto, Canada
| | - Anthony Feinstein
- Department of Psychiatry, Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, Toronto, M4 N 3M5, Canada
- Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
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Pagalilauan AM, Everest E, Rachimi S, Reich DS, Waldman AD, Sadovnick AD, Vilarino-Guell C, Lenardo MJ. The Canadian collaborative project on genetic susceptibility to multiple sclerosis cohort population structure and disease etiology. Front Neurol 2025; 16:1509371. [PMID: 40109847 PMCID: PMC11919664 DOI: 10.3389/fneur.2025.1509371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2024] [Accepted: 02/14/2025] [Indexed: 03/22/2025] Open
Abstract
Background Previous genetic and epidemiological studies have examined subpopulations from the Canadian Collaborative Project on Genetic Susceptibility to Multiple Sclerosis (CCPGSMS) patient cohort, but an encompassing analysis of the study population has not yet been carried out. Objective This retrospective study examines patterns of multiple sclerosis (MS) prevalence in 13,663 cohort members, including 4,821 persons with MS or suspected MS and 8,842 family members. Methods We grouped participants into epidemiologic subgroups based on age of MS onset, clinical stage at diagnosis, symptom type at disease onset, sex, proband status, disability as measured by the EDSS, and ancestry based on reported ethnicity. Results We observed a 2.7:1 MS prevalence ratio of women to men, though disease severity was greater for male patients. Variation in the age of disease onset between patients was only slightly associated with sex and strongly associated with disease type. Specific types of clinical symptoms at disease onset were associated with the prognosis. Regional residence did not correlate with disease onset, type, or severity. Conclusion Population trends, as presented here, are not explained by environmental factors alone, highlighting the need for a comprehensive genetic analysis to understand disease variance across families.
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Affiliation(s)
- Alison M Pagalilauan
- Molecular Development of the Immune System Section, Laboratory of Immune System Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States
- Clinical Genomics Program, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States
| | - Elif Everest
- Molecular Development of the Immune System Section, Laboratory of Immune System Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States
- Clinical Genomics Program, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States
| | - Suzanna Rachimi
- Molecular Development of the Immune System Section, Laboratory of Immune System Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States
- Immunology Graduate Group, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, United States
| | - Daniel S Reich
- Translational Neuroradiology Section, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, United States
| | - Alex D Waldman
- Molecular Development of the Immune System Section, Laboratory of Immune System Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States
- Academic Unit of Neuropathology, Nuffield Department of Clinical Neurosciences, John Radcliffe Hospital, Oxford, United Kingdom
- Emory University MD/PhD Program, Emory University School of Medicine, Atlanta, GA, United States
| | - A Dessa Sadovnick
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada
- Department of Medicine, Division of Neurology, University of British Columbia, Vancouver, BC, Canada
| | - Carles Vilarino-Guell
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada
| | - Michael J Lenardo
- Molecular Development of the Immune System Section, Laboratory of Immune System Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States
- Clinical Genomics Program, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States
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Correale J. Frailty and Implications for Multiple Sclerosis Management. JAMA Neurol 2025:2830855. [PMID: 40029653 DOI: 10.1001/jamaneurol.2025.0023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/05/2025]
Abstract
This Viewpoint discusses the unique needs of patients with multiple sclerosis and frailty and describes the gaps that should be addressed in frailty measurement and clinical management.
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Affiliation(s)
- Jorge Correale
- Department of Neurology, Fleni, Buenos Aires, Argentina
- Institute of Biological Chemistry and Biophysics (IQUIFIB), CONICET/University of Buenos Aires, Buenos Aires, Argentina
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Tremlett H, Zhu F, Everett K, Asaf A, Manouchehrinia A, Li P, McKay KA, Hillert J, Zhao Y, Maxwell C, Marrie RA. Healthcare use is elevated two decades before a first demyelinating event and differs by age and sex. Ann Clin Transl Neurol 2025; 12:415-432. [PMID: 39887956 PMCID: PMC11822793 DOI: 10.1002/acn3.52267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2024] [Revised: 10/29/2024] [Accepted: 11/18/2024] [Indexed: 02/01/2025] Open
Abstract
OBJECTIVE Elevated healthcare use before multiple sclerosis (MS) onset suggests earlier opportunity to identify MS. Yet their timing and sociodemographic effects are unclear. We examined rates of healthcare use (and by age/sex) for >two decades pre-MS onset. METHODS We identified people with MS (PwMS) using administrative data from Canada (Ontario) and Sweden (1991-2020) ("administrative" cohort), and the Swedish MS Registry ("clinical" cohort). The first MS/demyelinating diagnostic code (administrative) or symptom onset (clinical) defined MS onset. We compared annual rates of healthcare use (hospital, physician, and emergency-room [ED]) pre-onset between PwMS and up to five matched population controls using negative binomial regression, and by age/sex. RESULTS The administrative cohort = 35,018/136,007 PwMS/controls (Ontario), and 10,269/51,297 (Sweden). Rates of healthcare use were higher for PwMS than controls up to 28 (of 29) years (Ontario) and up to 15 (of 19) years (Sweden) pre-onset. Annual healthcare use rose steadily as onset approached, particularly escalating 7 years pre-onset in Ontario (e.g., hospital visit rate ratios [RRs] exceeded 1.30), and 6 years in Sweden (physician visit RRs > 1.10). RRs peaked the year pre-onset (ED visits [Ontario] = 3.04; 95% CI: 2.94-3.13, physician visits [Sweden] = 2.51; 95% CI: 2.44-2.59). In the year pre-onset, RRs were disproportionately higher for males (ED RRs [Ontario] = 3.30; 95% CI: 3.13-3.48 vs. females = 2.90; 95% CI: 2.79-3.02), and dropped steadily by age (physician visit RRs [Sweden] = 2.61/2.27/1.97/1.72 for 50/40/30/20-year-olds). The smaller clinical cohort (7604/37,974 PwMS/controls) exhibited similar patterns, albeit more modest, with RRs elevated up to 5 years pre-onset (physician visit RR [year-5] = 1.08; 95% CI: 1.02-1.14; RR [year-1] = 1.39;1.33-1.46). INTERPRETATION Higher healthcare use was evident decades before MS onset, escalating 6-7 years pre-onset, peaking the year before, being disproportionately higher for males and older PwMS.
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Affiliation(s)
- Helen Tremlett
- Faculty of Medicine (Neurology), and the Djavad Mowafaghian Centre for Brain HealthUniversity of British ColumbiaVancouverBritish ColumbiaCanada
| | - Feng Zhu
- Faculty of Medicine (Neurology), and the Djavad Mowafaghian Centre for Brain HealthUniversity of British ColumbiaVancouverBritish ColumbiaCanada
| | | | | | - Ali Manouchehrinia
- Department of Clinical Neuroscience, Karolinska Institutet, Department of NeurologyKarolinska University HospitalStockholmSweden
| | | | - Kyla A. McKay
- Department of Clinical Neuroscience, Karolinska Institutet, Department of NeurologyKarolinska University HospitalStockholmSweden
| | - Jan Hillert
- Department of Clinical Neuroscience, Karolinska Institutet, Department of NeurologyKarolinska University HospitalStockholmSweden
| | - Yinshan Zhao
- Faculty of Medicine (Neurology), and the Djavad Mowafaghian Centre for Brain HealthUniversity of British ColumbiaVancouverBritish ColumbiaCanada
| | - Colleen Maxwell
- ICESTorontoOntarioCanada
- Schools of Pharmacy and Public Health SciencesUniversity of WaterlooWaterlooOntarioCanada
| | - Ruth Ann Marrie
- Department of Internal Medicine, Max Rady College of Medicine, Rady Faculty of Health SciencesUniversity of ManitobaWinnipegManitobaCanada
- Department of Community Health Sciences, Max Rady College of Medicine, Rady Faculty of Health SciencesUniversity of ManitobaWinnipegManitobaCanada
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Karim ME, Hossain MB, Ng HS, Zhu F, Frank HA, Tremlett H. Evaluating the Role of High-Dimensional Proxy Data in Confounding Adjustment in Multiple Sclerosis Research: A Case Study. Pharmacoepidemiol Drug Saf 2025; 34:e70112. [PMID: 39901338 PMCID: PMC11791124 DOI: 10.1002/pds.70112] [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: 08/09/2024] [Revised: 01/18/2025] [Accepted: 01/22/2025] [Indexed: 02/05/2025]
Abstract
PURPOSE Given the historical use of limited confounders in multiple sclerosis (MS) studies utilizing administrative health data, this brief report evaluates the impact of incorporating high-dimensional proxy information on confounder adjustment in MS research. We have implemented high-dimensional propensity score (hdPS) and high-dimensional disease risk score (hdDRS) methods to assess changes in effect estimates for the association between disease-modifying drugs (DMDs) and all-cause mortality in an MS cohort from British Columbia (BC), Canada. METHODS We conducted a population-based retrospective study using linked administrative databases from BC, including health insurance registries, demographics, physician visits, hospitalizations, prescriptions, and vital statistics. The cohort comprised 19 360 individuals with MS, followed from January 1, 1996, to December 31, 2017. DMD exposure was defined as at least 180 days of use for beta-interferon or glatiramer acetate, or at least 90 days for other DMDs. The outcome was time to all-cause mortality. We compared Cox proportional hazards models adjusting for investigator-specified covariates with those incorporating additional empirical covariates using hdPS and hdDRS methods. RESULTS In the unadjusted analysis, DMD exposure was associated with a 69% lower risk of mortality (HR 0.31; 95% CI: 0.27-0.36). Adjusting for investigator-specified covariates, the adjusted hazard ratio (aHR) was 0.76 (95% CI: 0.65-0.89). HdPS analyses showed a 20%-23% lower mortality risk (aHRs: 0.77 to 0.80), while hdDRS analyses indicated a 19%-21% reduction (aHRs: 0.79 to 0.81). CONCLUSIONS Incorporating high-dimensional proxy information resulted in minor variations in effect estimates compared to traditional covariate adjustment. These findings suggest that the impact of residual confounding in the question under consideration may be modest. Further research should explore additional data dimensions and replicate these findings across different datasets.
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Affiliation(s)
- Mohammad Ehsanul Karim
- School of Population and Public HealthUniversity of British ColumbiaVancouverBritish ColumbiaCanada
- Centre for Advancing Health Outcomes, University of British ColumbiaVancouverBritish ColumbiaCanada
| | - Md. Belal Hossain
- School of Population and Public HealthUniversity of British ColumbiaVancouverBritish ColumbiaCanada
- Centre for Advancing Health Outcomes, University of British ColumbiaVancouverBritish ColumbiaCanada
| | - Huah Shin Ng
- Flinders Health and Medical Research Institute, College of Medicine and Public HealthFlinders UniversityAdelaideAustralia
- SA PharmacySA HealthAdelaideAustralia
| | - Feng Zhu
- Division of Neurology, Department of MedicineThe Djavad Mowafaghian Centre for Brain Health, University of British ColumbiaVancouverBritish ColumbiaCanada
| | - Hanna A. Frank
- School of Population and Public HealthUniversity of British ColumbiaVancouverBritish ColumbiaCanada
| | - Helen Tremlett
- Division of Neurology, Department of MedicineThe Djavad Mowafaghian Centre for Brain Health, University of British ColumbiaVancouverBritish ColumbiaCanada
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Jia A, Kuramoto L, Khakban A, Sio WS, Traboulsee A, De Vera MA, Oh J, Loree J, Tam R, Lynd LD, Cragg JJ. Fingolimod and risk of skin cancer among individuals with multiple sclerosis: a population-based cohort study protocol. BMJ Open 2025; 15:e088924. [PMID: 39855661 PMCID: PMC11759199 DOI: 10.1136/bmjopen-2024-088924] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Accepted: 12/16/2024] [Indexed: 01/27/2025] Open
Abstract
INTRODUCTION Long-term population-based safety studies, applying advanced causal inference techniques, including an active comparator with new-user design, are needed to investigate skin cancer outcomes among individuals with multiple sclerosis (MS) treated with fingolimod. This study aims to describe a protocol for investigating the relationship between fingolimod use and the incidence of skin cancer among individuals with MS. METHODS AND ANALYSIS We will use population-based administrative health data from two Canadian provinces (British Columbia and Alberta) to conduct an observational cohort 'trial emulation' study with an active comparator and new-user design. Individuals with MS aged ≥18 years will be identified using a validated algorithm. Incident users of fingolimod and active comparators (natalizumab, alemtuzumab, dimethyl fumarate, teriflunomide) will then be identified. The outcome of interest will be skin cancer (melanoma and non-melanoma skin cancers). Survival analysis will be used to estimate HRs and corresponding 95% CIs, adjusted for potential confounders. ETHICS AND DISSEMINATION Ethics approval for this study was obtained from the University of British Columbia Clinical Research Ethics Board (H24-03199). No personal identifying information will be made available as part of this study. Findings will be disseminated through presentations and peer-reviewed publications. TRIAL REGISTRATION NUMBER NCT06705608.
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Affiliation(s)
- Analisa Jia
- Collaboration for Outcomes Research and Evaluation (CORE), Faculty of Pharmaceutical Sciences, The University of British Columbia, Vancouver, British Columbia, Canada
- International Collaboration on Repair Discoveries (ICORD), The University of British Columbia, Vancouver, British Columbia, Canada
| | - Lisa Kuramoto
- Centre for Clinical Epidemiology and Evaluation, Vancouver Coastal Health Research Institute, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Amir Khakban
- Collaboration for Outcomes Research and Evaluation (CORE), Faculty of Pharmaceutical Sciences, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Weng Sut Sio
- Collaboration for Outcomes Research and Evaluation (CORE), Faculty of Pharmaceutical Sciences, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Anthony Traboulsee
- Division of Neurology, Department of Medicine, The University of British Columbia, Vancouver, British Columbia, Canada
| | - M A De Vera
- Collaboration for Outcomes Research and Evaluation (CORE), Faculty of Pharmaceutical Sciences, The University of British Columbia, Vancouver, British Columbia, Canada
- Centre for Advancing Health, Providence Health Research Institute, Vancouver, British Columbia, Canada
| | - Jiwon Oh
- Division of Neurology, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Jonathan Loree
- Division of Medical Oncology, BC Cancer Agency, Vancouver, British Columbia, Canada
| | - Roger Tam
- School of Biomedical Engineering, Department of Radiology, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Larry D Lynd
- Collaboration for Outcomes Research and Evaluation (CORE), Faculty of Pharmaceutical Sciences, The University of British Columbia, Vancouver, British Columbia, Canada
- Centre for Advancing Health, Providence Health Research Institute, Vancouver, British Columbia, Canada
| | - Jacquelyn J Cragg
- Collaboration for Outcomes Research and Evaluation (CORE), Faculty of Pharmaceutical Sciences, The University of British Columbia, Vancouver, British Columbia, Canada
- International Collaboration on Repair Discoveries (ICORD), The University of British Columbia, Vancouver, British Columbia, Canada
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Mao-Draayer Y, Bar-Or A, Balashov K, Foley J, Smoot K, Longbrake EE, Robertson D, Mendoza JP, Lewin JB, Everage N, Božin I, Lyons J, Mokliatchouk O, Bame E, Giuliani F. Real-World Safety and Effectiveness of Dimethyl Fumarate in Patients with MS: Results from the ESTEEM Phase 4 and PROCLAIM Phase 3 Studies with a Focus on Older Patients. Adv Ther 2025; 42:395-412. [PMID: 39570545 PMCID: PMC11782338 DOI: 10.1007/s12325-024-03047-w] [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: 08/23/2024] [Accepted: 10/18/2024] [Indexed: 11/22/2024]
Abstract
INTRODUCTION Real-world studies in the USA report that 41-56% of patients with multiple sclerosis (MS) are ≥ 50 years old, yet data on their response to disease-modifying therapies (DMTs) is limited. Dimethyl fumarate (DMF) is an oral DMT approved for treating relapsing MS. This analysis evaluated the safety, efficacy, and immunophenotype changes of DMF in patients ≥ 50 years compared with patients < 50 years. METHODS ESTEEM, a 5-year, real-world, observational phase 4 study, assessed the safety and effectiveness of DMF, including treatment-emergent serious adverse events (SAEs) and adverse events (AEs) leading to treatment discontinuation. Absolute lymphocyte counts (ALCs) were recorded from a subset of patients. The PROCLAIM study, a phase 3b interventional study, reported safety outcomes and lymphocyte subset changes in patients with relapsing-remitting MS (RRMS) treated with DMF. The study evaluated safety outcomes by analyzing the incidence of SAEs and detailed changes in CD4+ and CD8+ T cell compartments over 96 weeks of DMF treatment. RESULTS ESTEEM included 4020 patients aged < 50 years and 1069 aged ≥ 50 years. AEs leading to discontinuation were reported by 19.6% patients < 50 years and 29.6% of patients ≥ 50 years, with gastrointestinal disorders being the most common. SAEs were reported by 5.2% of patients < 50 years and 8.9% those ≥ 50 years. In PROCLAIM, SAEs were reported in 13% of patients < 50 years and 10% of those ≥ 50 years. Median ALC decreased by 35% in patients < 50 years and 50% in those ≥ 50 years in ESTEEM, with similar patterns observed in PROCLAIM. CONCLUSIONS ESTEEM found no unexpected safety signals in older patients and annualized relapse rates (ARRs) were significantly reduced in both age groups. Both studies indicated that DMF is efficacious and has a favorable safety profile in patients with RRMS aged ≥ 50 years. CLINICAL TRIAL REGISTRATION ESTEEM (NCT02047097), PROCLAIM (NCT02525874).
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Affiliation(s)
| | - Amit Bar-Or
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | | | - John Foley
- Rocky Mountain Multiple Sclerosis Clinic, Salt Lake City, UT, USA
| | - Kyle Smoot
- Providence MS Center, Providence Brain and Spine Institute, Portland, OR, USA
| | | | | | | | | | | | | | | | | | - Eris Bame
- Biogen, Cambridge, MA, USA
- Department of Internal Medicine and Department of Experimental Medicine, University of Genoa, Genoa, Italy
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Yusuf FLA, Karim ME, Gustafson P, Sutherland JM, Zhu F, Zhao Y, Marrie RA, Tremlett H. The misclassification of depression and anxiety disorders in the multiple sclerosis prodrome: A probabilistic bias analysis. Ann Epidemiol 2025; 101:67-73. [PMID: 39701480 DOI: 10.1016/j.annepidem.2024.12.006] [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: 05/30/2024] [Revised: 11/22/2024] [Accepted: 12/11/2024] [Indexed: 12/21/2024]
Abstract
BACKGROUND Studies suggest that depression/anxiety form part of the multiple sclerosis (MS) prodrome. However, several biases have not been addressed. We re-examined this association after correcting for: (i) misclassification of individuals not seeking healthcare, (ii) differential surveillance of depression/anxiety in the health system, and (iii) misclassified person-time from using the date of the first MS-related diagnostic claim (i.e., a demyelinating event) as a proxy for MS onset. METHODS In this cohort study, we applied a validated algorithm to health administrative ('claims') data in British Columbia, Canada (1991-2020) to identify MS cases, and matched to general population controls. The neurologist-recorded date of MS symptom onset was available for a subset of the MS cases. We identified depression/anxiety in the 5-years preceding the first demyelinating claim using a validated algorithm. We compared the prevalence of depression/anxiety using modified Poisson regression. To account for misclassification and differential surveillance, we applied probabilistic bias analyses; for misclassified person-time, we applied time-distribution matching to the MS symptom onset date. RESULTS Our cohort included 9929 MS cases and 49,574 controls. The prevalence ratio for depression/anxiety was 1.74 (95 %CI: 1.66-1.81). Following correction for misclassification, differential surveillance using a detection ratio of 1.11, and misclassified person-time, the prevalence ratio increased to 3.25 (95 %CI: 1.98-40.54). When the same correction was conducted, but a detection ratio of 1.16 was applied, the prevalence ratio increased to 3.13 (95 %CI: 1.97-33.52). CONCLUSIONS Previous conventional analyses were biased towards the null, leading to an under-estimation of the association between depression/anxiety and MS in the prodromal period. This first application of probabilistic quantitative bias analysis within MS research demonstrates both its feasibility and utility.
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Affiliation(s)
- Fardowsa L A Yusuf
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada; Medicine (Neurology), University of British Columbia and The 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
| | - Paul Gustafson
- Department of Statistics, University of British Columbia, Vancouver, BC, Canada
| | - Jason M Sutherland
- Centre for Health Services and Policy Research, School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
| | - Feng Zhu
- Medicine (Neurology), University of British Columbia and The Djavad Mowafaghian Centre for Brain Health, Vancouver, BC, Canada
| | - Yinshan Zhao
- Medicine (Neurology), University of British Columbia and The Djavad Mowafaghian Centre for Brain Health, Vancouver, BC, Canada
| | - Ruth Ann Marrie
- Department of Medicine, Faculty of Medicine, Nova Scotia Health, Dalhousie University, Halifax, NS, Canada
| | - Helen Tremlett
- Medicine (Neurology), University of British Columbia and The Djavad Mowafaghian Centre for Brain Health, Vancouver, BC, Canada
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Filippi M, Preziosa P, Barkhof F, Ciccarelli O, Cossarizza A, De Stefano N, Gasperini C, Geraldes R, Granziera C, Haider L, Lassmann H, Margoni M, Pontillo G, Ropele S, Rovira À, Sastre-Garriga J, Yousry TA, Rocca MA. The ageing central nervous system in multiple sclerosis: the imaging perspective. Brain 2024; 147:3665-3680. [PMID: 39045667 PMCID: PMC11531849 DOI: 10.1093/brain/awae251] [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: 04/18/2024] [Revised: 06/10/2024] [Accepted: 06/23/2024] [Indexed: 07/25/2024] Open
Abstract
The interaction between ageing and multiple sclerosis is complex and carries significant implications for patient care. Managing multiple sclerosis effectively requires an understanding of how ageing and multiple sclerosis impact brain structure and function. Ageing inherently induces brain changes, including reduced plasticity, diminished grey matter volume, and ischaemic lesion accumulation. When combined with multiple sclerosis pathology, these age-related alterations may worsen clinical disability. Ageing may also influence the response of multiple sclerosis patients to therapies and/or their side effects, highlighting the importance of adjusted treatment considerations. MRI is highly sensitive to age- and multiple sclerosis-related processes. Accordingly, MRI can provide insights into the relationship between ageing and multiple sclerosis, enabling a better understanding of their pathophysiological interplay and informing treatment selection. This review summarizes current knowledge on the immunopathological and MRI aspects of ageing in the CNS in the context of multiple sclerosis. Starting from immunosenescence, ageing-related pathological mechanisms and specific features like enlarged Virchow-Robin spaces, this review then explores clinical aspects, including late-onset multiple sclerosis, the influence of age on diagnostic criteria, and comorbidity effects on imaging features. The role of MRI in understanding neurodegeneration, iron dynamics and myelin changes influenced by ageing and how MRI can contribute to defining treatment effects in ageing multiple sclerosis patients, are also discussed.
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Affiliation(s)
- Massimo Filippi
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, 20132 Milan, Italy
- Neurology Unit, IRCCS San Raffaele Scientific Institute, 20132 Milan, Italy
- Neurorehabilitation Unit, IRCCS San Raffaele Scientific Institute, 20132 Milan, Italy
- Neurophysiology Service, IRCCS San Raffaele Scientific Institute, 20132 Milan, Italy
- Vita-Salute San Raffaele University, 20132 Milan, Italy
| | - Paolo Preziosa
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, 20132 Milan, Italy
- Neurology Unit, IRCCS San Raffaele Scientific Institute, 20132 Milan, Italy
- Vita-Salute San Raffaele University, 20132 Milan, Italy
| | - Frederik Barkhof
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, Vrije Universiteit, 1081 HV Amsterdam, The Netherlands
- Queen Square Institute of Neurology and Centre for Medical Image Computing, University College London, London WC1N 3BG, UK
| | - Olga Ciccarelli
- Queen Square MS Centre, UCL Institute of Neurology, UCL, London WC1N 3BG, UK
- NIHR (National Institute for Health and Care Research) UCLH (University College London Hospitals) BRC (Biomedical Research Centre), London WC1N 3BG, UK
| | - Andrea Cossarizza
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia, 42121 Modena, Italy
| | - Nicola De Stefano
- Department of Medicine, Surgery and Neuroscience, University of Siena, 53100 Siena, Italy
| | - Claudio Gasperini
- Department of Neurosciences, S Camillo Forlanini Hospital Rome, 00152 Rome, Italy
| | - Ruth Geraldes
- Clinical Neurology, John Radcliffe Hospital, Oxford University Foundation Trust, Oxford OX3 9DU, UK
- Nuffield Department of Clinical Neurosciences, John Radcliffe Hospital, University of Oxford, Oxford OX3 9DU, UK
| | - Cristina Granziera
- Department of Neurology, University Hospital Basel and University of Basel, 4031 Basel, Switzerland
- Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), University Hospital Basel and University of Basel, 4031 Basel, Switzerland
- Translational Imaging in Neurology (ThINk) Basel, Department of Biomedical Engineering, University Hospital Basel and University of Basel, 4031 Basel, Switzerland
| | - Lukas Haider
- Queen Square Institute of Neurology and Centre for Medical Image Computing, University College London, London WC1N 3BG, UK
- Department of Biomedical Imaging and Image Guided Therapy, Medical University of Vienna, 1090 Vienna, Austria
| | - Hans Lassmann
- Center for Brain Research, Medical University of Vienna, 1090 Vienna, Austria
| | - Monica Margoni
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, 20132 Milan, Italy
- Neurology Unit, IRCCS San Raffaele Scientific Institute, 20132 Milan, Italy
- Neurorehabilitation Unit, IRCCS San Raffaele Scientific Institute, 20132 Milan, Italy
| | - Giuseppe Pontillo
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, Vrije Universiteit, 1081 HV Amsterdam, The Netherlands
- Queen Square Institute of Neurology and Centre for Medical Image Computing, University College London, London WC1N 3BG, UK
- Department of Advanced Biomedical Sciences, University “Federico II”, 80138 Naples, Italy
| | - Stefan Ropele
- Department of Neurology, Medical University of Graz, 8010 Graz, Austria
| | - Àlex Rovira
- Neuroradiology Section, Department of Radiology, Hospital Universitari Vall d'Hebron, 08035 Barcelona, Spain
| | - Jaume Sastre-Garriga
- Neurology Department and Multiple Sclerosis Centre of Catalunya (Cemcat), Vall d'Hebron University Hospital, Universitat Autònoma de Barcelona, 08035 Barcelona, Spain
| | - Tarek A Yousry
- Lysholm Department of Neuroradiology, UCLH National Hospital for Neurology and Neurosurgery, Neuroradiological Academic Unit, UCL Institute of Neurology, London WC1N 3BG, UK
| | - Maria A Rocca
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, 20132 Milan, Italy
- Neurology Unit, IRCCS San Raffaele Scientific Institute, 20132 Milan, Italy
- Vita-Salute San Raffaele University, 20132 Milan, Italy
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10
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Nicholas R, Tallantyre EC, Witts J, Marrie RA, Craig EM, Knowles S, Pearson OR, Harding K, Kreft K, Hawken J, Ingram G, Morgan B, Middleton RM, Robertson N, Research Group UKMSR. Algorithmic approach to finding people with multiple sclerosis using routine healthcare data in Wales. J Neurol Neurosurg Psychiatry 2024; 95:1032-1035. [PMID: 38782573 PMCID: PMC11503172 DOI: 10.1136/jnnp-2024-333532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Accepted: 04/29/2024] [Indexed: 05/25/2024]
Abstract
BACKGROUND Identification of multiple sclerosis (MS) cases in routine healthcare data repositories remains challenging. MS can have a protracted diagnostic process and is rarely identified as a primary reason for admission to the hospital. Difficulties in identification are compounded in systems that do not include insurance or payer information concerning drug treatments or non-notifiable disease. AIM To develop an algorithm to reliably identify MS cases within a national health data bank. METHOD Retrospective analysis of the Secure Anonymised Information Linkage (SAIL) databank was used to identify MS cases using a novel algorithm. Sensitivity and specificity were tested using two existing independent MS datasets, one clinically validated and population-based and a second from a self-registered MS national registry. RESULTS From 4 757 428 records, the algorithm identified 6194 living cases of MS within Wales on 31 December 2020 (prevalence 221.65 (95% CI 216.17 to 227.24) per 100 000). Case-finding sensitivity and specificity were 96.8% and 99.9% for the clinically validated population-based cohort and sensitivity was 96.7% for the self-declared registry population. DISCUSSION The algorithm successfully identified MS cases within the SAIL databank with high sensitivity and specificity, verified by two independent populations and has important utility in large-scale epidemiological studies of MS.
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Affiliation(s)
- Richard Nicholas
- Division of Neuroscience, Department of Brain Sciences, Imperial College London, London, UK
| | - Emma Clare Tallantyre
- Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, UK
| | - James Witts
- Population Data Science, Singleton Park, Swansea University Medical School, Swansea, UK
| | - Ruth Ann Marrie
- Departments of Medicine and Community Health Sciences, University of Manitoba Max Rady College of Medicine, Winnipeg, Manitoba, Canada
| | - Elaine M Craig
- Population Data Science, Singleton Park, Swansea University Medical School, Swansea, UK
| | - Sarah Knowles
- Population Data Science, Singleton Park, Swansea University Medical School, Swansea, UK
| | - Owen Rhys Pearson
- Department of Neurology, Swansea Bay University Health Board, Swansea, UK
| | - Katherine Harding
- Royal Gwent Hospital, Aneurin Bevan University Health Board, Newport, UK
| | - Karim Kreft
- Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, UK
| | - J Hawken
- Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, UK
| | - Gillian Ingram
- Department of Neurology, Swansea Bay University Health Board, Swansea, UK
| | - Bethan Morgan
- Uplands and Mumbles Surgery, Swansea Bay University Health Board, Swansea, UK
| | - Rodden M Middleton
- Population Data Science, Singleton Park, Swansea University Medical School, Swansea, UK
| | - Neil Robertson
- Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, UK
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11
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Luo DH, Holtzer R. Perceived physical and mental fatigability in older adults with and without multiple sclerosis. Mult Scler Relat Disord 2024; 90:105807. [PMID: 39128163 PMCID: PMC11970030 DOI: 10.1016/j.msard.2024.105807] [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: 03/29/2024] [Revised: 06/10/2024] [Accepted: 08/05/2024] [Indexed: 08/13/2024]
Abstract
BACKGROUND Fatigue stands out as a prevalent and debilitating symptom in both Multiple Sclerosis (MS) and the aging population. Traditional methods for measuring perceived fatigue may not adequately account for individual activity differences, leading to varied prevalence rates. Perceived fatigability anchors fatigue to specific activities with predetermined intensity and duration, thereby mitigating self-pacing bias. Despite its potential, perceived fatigability is poorly understood in older adults, particularly those with neurological conditions, including MS. This study thus aimed to (1) investigate whether, among older adults, MS was associated with worse perceived physical and mental fatigability; (2) evaluate whether, among older adults with MS (OAMS), greater patient-reported disease-related disability was associated with worse perceived physical and mental fatigability. METHODS Participants were 96 older adults with a physician-confirmed diagnosis of MS (mean age: 64.6 ± 4.2) and 110 healthy controls (mean age: 68.2 ± 7.2), all confirmed to be dementia-free through established case conference procedures. Physical and mental fatigability were measured using the Pittsburgh Fatigability Scale, a 10-item questionnaire (score range: 0 to 50) designed to assess fatigue levels that individuals expect to feel after engaging in a range of typical activities for older adults. MS disease-related disability was assessed with the Patient Determined Disease Steps scale, which ranges from 0 (normal) to 8 (bedridden), with scores ≥ 2 indicating worse MS-related disability after a median split. Separate linear regression models were performed to investigate associations between group status (MS vs. Control) as the predictor and perceived physical and mental fatigability scores as the outcome variables. Within the MS group, additional linear regression models were performed to explore the relationship between disease-related disability and fatigability levels. All models adjusted for age, sex, race, education, global health, general cognitive function, and depressive symptoms levels. RESULTS The fully adjusted models yielded the following key findings: OAMS reported significantly higher levels of perceived physical fatigability (M = 25.11 ± 9.67) compared to controls (M = 17.95 ± 8.35) (p = 0.003). Similarly, the perceived mental fatigability in OAMS (M = 16.82 ± 11.79) was significantly greater than that in controls (M = 9.15 ± 7.12) (p = 0.003). Within the MS group, individuals with greater disease-related disability reported significantly greater levels of both physical (M = 30.13 ± 7.71 vs. 18.67 ± 8.00, p < 0.001) and mental fatigability (M = 20.31 ± 12.18 vs. 12.33 ± 9.69, p = 0.009) compared to those with lower MS-related disability. Of note, the significance of these findings persisted in models that adjusted for depressive symptoms. CONCLUSION Our study provides compelling evidence that OAMS exhibit significantly higher perceived physical and mental fatigability compared to healthy controls. Additionally, worse MS-related disability correlates with worse physical and mental fatigability. These results persist after adjusting for confounders including depressive symptoms. Our findings underscore the necessity of holistic management strategies that cater to both physical and psychological aspects of MS, laying a foundation for future studies to uncover the pathophysiological mechanisms of fatigability in older adults with and without MS.
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Affiliation(s)
- Di-Hua Luo
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY, United States
| | - Roee Holtzer
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY, United States; Department of Neurology, Albert Einstein College of Medicine, Bronx, NY, United States.
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12
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Graf J, Akmatov MK, Meuth SG, Tremlett H, Holstiege J. Updated Multiple Sclerosis Incidence, 2015-2022. JAMA Neurol 2024; 81:1100-1102. [PMID: 39250144 PMCID: PMC11385316 DOI: 10.1001/jamaneurol.2024.2876] [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: 04/07/2024] [Accepted: 07/03/2024] [Indexed: 09/10/2024]
Abstract
This cohort study uses population-based claims data to provide an update of multiple sclerosis incidence in Germany.
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Affiliation(s)
- Jonas Graf
- Department of Neurology, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University, Düsseldorf, Germany
| | - Manas K. Akmatov
- Department of Epidemiology and Healthcare Atlas, Central Research Institute of Ambulatory Health Care in Germany, Berlin, Germany
| | - Sven G. Meuth
- Department of Neurology, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University, Düsseldorf, Germany
| | - Helen Tremlett
- Division of Neurology and the Djavad Mowafaghian Centre for Brain Health, Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Jakob Holstiege
- Department of Epidemiology and Healthcare Atlas, Central Research Institute of Ambulatory Health Care in Germany, Berlin, Germany
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13
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Silva B, Casales F, Donoso CB, Varela L, Heriz A, Gonzalez C, Míguez J, Alonso R. Safety of high efficacy therapies in older people with Multiple Sclerosis: A real-world evidence study. Mult Scler Relat Disord 2024; 90:105830. [PMID: 39216455 DOI: 10.1016/j.msard.2024.105830] [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: 02/02/2024] [Revised: 08/07/2024] [Accepted: 08/17/2024] [Indexed: 09/04/2024]
Abstract
INTRODUCTION the increase of older adults living with Multiple Sclerosis (MS) is associated with higher use of high efficacy therapies (HETs) in a clinical practice. The are no data regarding the safety of HET in this patient group. OBJECTIVE to analyze the safety of HETs in older people with MS (pwMS) in a real-life cohort. METHODS retrospective cohort study including pwMS under HETs (cladribine and monoclonal antibodies) treated in two specialized MS centers in Latin America. We compare: pwMS ≥ 50 years old (G1) and < 50 years old (G2). In all pwMS, presence and type of adverse events, and comorbidities were recorded. RESULTS 882 pwMS were included, 141 (15.9 %) had ≥50 years old, 47 (33.3 %) werunde HETs (G1). The most used DMT in G1 was ocrelizumab (48.9 %), mean time under HETs: 2.06 ± 0.8 years. The most frequent adverse event in G1 was urinary tract infection (UTI) (21.3 %). We did not find significant differences between G1 and G2 in infusion reactions, lymphopenia, neoplasms, respiratory infections, and liver disease. We found differences in the frequency of urinary tract infections (p = 0.004). No cases of VZV reactivation, tuberculosis or progressive multifocal leukoencephalopathy were registered. In a regression model adjusted for MS evolution, time under HET, EDSS, Charlson comorbidity index and phenotype, patients 50 ≥ under HETs did not have a higher incidence of adverse events compared to < 50 (Adjusted OR 0.72; CI95 % 0.143 -3.43, p = 0.67)} CONCLUSION: the short term use of HETs in pwMS older than 50 years old seems to be safe.
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Affiliation(s)
- Berenice Silva
- Centro Universitario de Esclerosis Múltiple (CUEM) Hospital Ramos Mejía, Ciudad Autónoma de Buenos Aires, Argentina; Sección Enfermedades Desmielinizantes, Hospital Italiano de Buenos Aires, Argentina.
| | - Federico Casales
- Centro Universitario de Esclerosis Múltiple (CUEM) Hospital Ramos Mejía, Ciudad Autónoma de Buenos Aires, Argentina
| | | | - Lucía Varela
- Servicio de Neurología, Hospital Italiano de Buenos Aires, Argentina
| | - Alejandra Heriz
- Sección Enfermedades Desmielinizantes, Hospital Italiano de Buenos Aires, Argentina
| | - Cecilia Gonzalez
- Centro Universitario de Esclerosis Múltiple (CUEM) Hospital Ramos Mejía, Ciudad Autónoma de Buenos Aires, Argentina
| | - Jimena Míguez
- Sección Enfermedades Desmielinizantes, Hospital Italiano de Buenos Aires, Argentina
| | - Ricardo Alonso
- Centro Universitario de Esclerosis Múltiple (CUEM) Hospital Ramos Mejía, Ciudad Autónoma de Buenos Aires, Argentina
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14
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Hamm NC, Marrie RA, Jiang D, Irani P, Lix L. Building and validating trend-based multiple sclerosis case definitions: a population-based cohort study for Manitoba, Canada. BMJ Open 2024; 14:e083141. [PMID: 39151935 PMCID: PMC11404245 DOI: 10.1136/bmjopen-2023-083141] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Accepted: 07/01/2024] [Indexed: 08/19/2024] Open
Abstract
OBJECTIVE This study aims to (1) build and validate model-based case definitions for multiple sclerosis (MS) that use trends (ie, trend-based case definitions) and (2) to apply dynamic classification to identify the average number of data years needed for classification (ie, average trend needed). DESIGN Retrospective cohort study design. PARTICIPANTS 608 MS cases and 59 620 MS non-cases. SETTING Data from 1 April 2004 to 31 March 2022 were obtained from the Manitoba Population Research Data Repository. MS case status was ascertained from homecare records and linked to health data. Trend-based case definitions were constructed using multivariate generalised linear mixed models applied to annual numbers of general and specialist physician visits, hospitalisations and MS healthcare contacts or medication dispensations. Dynamic classification, which ascertains cases and non-cases annually, was used to estimate mean classification time. Classification accuracy performance measures, including sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), proportion correctly classified (PCC) and F1-scores, were compared for trend-based case definitions and a deterministic case definition of 3+MS healthcare contacts or medication dispensations. RESULTS When applied to the full study period, classification accuracy performance measure estimates for all case definitions exceeded 0.90, except sensitivity and PPV for the trend-based dynamic case definition (0.88, 0.64, respectively). PCC was high for all case definitions (0.94-0.99); F1-scores were lower for the trend-based case definitions compared with the deterministic case definition (0.74-0.93 vs 0.96). Dynamic classification identified 5 years as the average trend needed. When applied to the average trend windows, accuracy estimates for trend-based case definitions were lower than the estimates from the full study period (sensitivity: 0.77-0.89; specificity: 0.90-0.97; PPV: 0.54-0.81; NPV: 0.97-0.99; F1-score: 0.64-0.84). Accuracy estimates for the deterministic case definition remained high, except sensitivity (0.42-0.80). F1-score was variable (0.59-0.89). CONCLUSIONS Trend-based and deterministic case definitions classifications were similar to a population-based clinician assessment reference standard for multiple measures of classification accuracy. However, accuracy estimates for both trend-based and deterministic case definitions varied as the years of data used for classification were reduced. Dynamic classification appears to be a viable option for identifying the average trend needed for trend-based case definitions.
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Affiliation(s)
- Naomi C Hamm
- Department of Community Health Sciences, University of Manitoba, Max Rady College of Medicine, Winnipeg, Manitoba, Canada
| | - Ruth Ann Marrie
- Department of Community Health Sciences, University of Manitoba, Max Rady College of Medicine, Winnipeg, Manitoba, Canada
- Department of Internal Medicine, University of Manitoba, Max Rady College of Medicine, Winnipeg, Manitoba, Canada
| | - Depeng Jiang
- Department of Community Health Sciences, University of Manitoba, Max Rady College of Medicine, Winnipeg, Manitoba, Canada
| | - Pourang Irani
- Department of Computer Science, Mathematics, Physics and Statistics, University of British Columbia, Kelowna, British Columbia, Canada
| | - Lisa Lix
- Department of Community Health Sciences, University of Manitoba, Max Rady College of Medicine, Winnipeg, Manitoba, Canada
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15
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Lundborg L, Joseph KS, Lisonkova S, Chan WS, Wen Q, Ananth CV, Razaz N. Temporal changes in pre-existing health conditions five years prior to pregnancy in British Columbia, Canada, 2000-2019. Paediatr Perinat Epidemiol 2024; 38:383-393. [PMID: 38366741 DOI: 10.1111/ppe.13060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Revised: 01/30/2024] [Accepted: 02/07/2024] [Indexed: 02/18/2024]
Abstract
BACKGROUND Pre-existing health conditions increase the risk of obstetric complications during pregnancy and birth. However, the prevalence and recent changes in the frequency of pre-existing health conditions in the childbearing population remain unknown. OBJECTIVES To estimate the temporal changes in the prevalence of pre-existing health conditions among pregnant women in British Columbia, Canada. METHODS We carried out a population-based cross-sectional study of 825,203 deliveries in BC between 2000 and 2019 and examined 17 categories of physical and psychiatric health conditions recorded within 5 years before childbirth. We also undertook age-period-cohort analyses to evaluate temporal changes in pre-existing health conditions. RESULTS The prevalence of any pre-existing health condition was 26.2% (n = 216,214) with overall trends remaining stable during the study period. Between 2000 and 2019, the prevalence rates of anxiety (5.6%-9.6%), bipolar (1.6%-3.4%), psychosis (0.7%-0.8%), and eating disorders (0.2%-0.3%) increased. The prevalence of hypertension increased sharply from 0.06% in 2000 to 0.3% in 2019. Diabetes mellitus and stroke rates increased, as did the prevalence of systemic lupus, multiple sclerosis, and chronic kidney disease. Advanced maternal age was strongly associated with both psychiatric and circulatory/metabolic conditions. A strong birth cohort effect was evident, with rates of psychiatric conditions increasing among women born after 1985. CONCLUSIONS In British Columbia, Canada, 1 in 4 mothers had a pre-existing health condition 5 years prior to pregnancy. These findings underscore the need for multi-disciplinary care for women with pre-existing health conditions to improve maternal, foetal, and infant health.
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Affiliation(s)
- Louise Lundborg
- Clinical Epidemiology Division, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
| | - K S Joseph
- Department of Obstetrics and Gynaecology, Children's and Women's Hospital of British Columbia, University of British Columbia, Vancouver, British Columbia, Canada
- School of Population and Public Health, University of British Columbia, Vancouver, British Columbia, Canada
| | - Sarka Lisonkova
- Department of Obstetrics and Gynaecology, Children's and Women's Hospital of British Columbia, University of British Columbia, Vancouver, British Columbia, Canada
- School of Population and Public Health, University of British Columbia, Vancouver, British Columbia, Canada
| | - Wee-Shian Chan
- Division of General Internal Medicine, Department of Medicine, Children's and Women's Hospital of British Columbia, University of British Columbia, Vancouver, British Columbia, Canada
| | - Qi Wen
- School of Population and Public Health, University of British Columbia, Vancouver, British Columbia, Canada
| | - Cande V Ananth
- Division of Epidemiology and Biostatistics, Department of Obstetrics, Gynecology, and Reproductive Sciences, Rutgers Robert Wood Johnson Medical School, New Brunswick, New Jersey, USA
- Cardiovascular Institute of New Jersey, Rutgers Robert Wood Johnson Medical School, New Brunswick, New Jersey, USA
- Department of Medicine, Rutgers Robert Wood Johnson Medical School, New Brunswick, New Jersey, USA
- Department of Biostatistics and Epidemiology, Rutgers School of Public Health, Piscataway, New Jersey, USA
| | - Neda Razaz
- Clinical Epidemiology Division, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
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16
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Gelibter S, Saraceno L, Pirro F, Susani EL, Protti A. As time goes by: Treatment challenges in elderly people with multiple sclerosis. J Neuroimmunol 2024; 391:578368. [PMID: 38761652 DOI: 10.1016/j.jneuroim.2024.578368] [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: 12/20/2023] [Revised: 03/11/2024] [Accepted: 05/12/2024] [Indexed: 05/20/2024]
Abstract
A demographic shift in multiple sclerosis (MS) is leading to an increased number of elderly people with MS (pwMS) and a rise in late-onset MS (LOMS) cases. This shift adds complexity to the treatment management of these patients, due to enhanced treatment-associated risks and the possible interplay between immunosenescence and disease-modifying therapies (DMTs). In the present paper, we performed a systematic review of the current evidence concerning the relationship between aging and treatment management in elderly pwMS. Our literature search identified 35 original studies relevant to this topic. The gathered evidence consistently indicates a diminished efficacy of DMTs in older pwMS, particularly in preventing disability accrual. Against this background, high-efficacy therapies (HETs) appear to show less benefit over moderate-low-efficacy DMTs in older patients. These data mainly derive from observational retrospective studies or meta-analyses conducted on randomized clinical trials (RCTs). RCTs, however, exclude pwMS older than 55 years, limiting our ability to acquire robust evidence regarding this patient group. Regarding treatment discontinuation in elderly pwMS with stable disease, the available data, which mainly focuses on older injectable DMTs, suggests that their suspension appears to be relatively safe in terms of disease activity. Nevertheless, the first RCT specifically targeting treatment discontinuation recently failed to demonstrate the non-inferiority of treatment discontinuation over continuation, in terms of MRI activity. On the other hand, the evidence on the impact of discontinuation on disease progression is more conflicting and less robust. Furthermore, there is an important lack of studies concerning sequestering DMTs and virtually no data on the discontinuation of anti-CD20 monoclonal antibodies. De-escalation strategy is gaining attention as a de-risking approach alternative to complete treatment discontinuation. It may be defined as the decision to shift from HETs to less potent DMTs in elderly pwMS who have a stable disease. This strategy could reduce treatment-related risks, while minimizing the risk of disease activity and progression potentially associated with treatment discontinuation. This approach, however, remains unexplored due to a lack of studies. Given these findings, the present scenario underlines the urgent need for more comprehensive and robust studies to develop optimized, data-driven treatment strategies for elderly pwMS and LOMS, addressing the unique challenges of MS treatment and aging.
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Affiliation(s)
- Stefano Gelibter
- Department of Neurosciences, Neurology and Stroke Unit, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy.
| | - Lorenzo Saraceno
- Department of Neurosciences, Neurology and Stroke Unit, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Fiammetta Pirro
- Department of Neurosciences, Neurology and Stroke Unit, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Emanuela Laura Susani
- Department of Neurosciences, Neurology and Stroke Unit, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Alessandra Protti
- Department of Neurosciences, Neurology and Stroke Unit, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
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17
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Collongues N, Durand-Dubief F, Lebrun-Frenay C, Audoin B, Ayrignac X, Bensa C, Bigaut K, Bourre B, Carra-Dallière C, Ciron J, Defer G, Kwiatkowski A, Leray E, Maillart E, Marignier R, Mathey G, Morel N, Thouvenot E, Zéphir H, Boucher J, Boutière C, Branger P, Da Silva A, Demortière S, Guillaume M, Hebant B, Januel E, Kerbrat A, Manchon E, Moisset X, Montcuquet A, Pierret C, Pique J, Poupart J, Prunis C, Roux T, Schmitt P, Androdias G, Cohen M. Cancer and multiple sclerosis: 2023 recommendations from the French Multiple Sclerosis Society. Mult Scler 2024; 30:899-924. [PMID: 38357870 DOI: 10.1177/13524585231223880] [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: 02/16/2024]
Abstract
BACKGROUND Epidemiological data reveal that 45% of persons with multiple sclerosis (PwMS) in France are more than 50 years. This population more than 50 is more susceptible to cancer, and this risk may be increased by frequent use of immunosuppressive drugs. Consequently, concerns have arisen about the potential increased risk of cancer in PwMS and how patients should be screened and managed in terms of cancer risk. OBJECTIVE To develop evidence-based recommendations to manage the coexistence of cancer and multiple sclerosis (MS). METHODS The French Group for Recommendations in MS collected articles from PubMed and university databases covering the period January 1975 through June 2022. The RAND/UCLA method was employed to achieve formal consensus. MS experts comprehensively reviewed the full-text articles and developed the initial recommendations. A group of multidisciplinary health care specialists then validated the final proposal. RESULTS Five key questions were addressed, encompassing various topics such as cancer screening before or after initiating a disease-modifying therapy (DMT), appropriate management of MS in the context of cancer, recommended follow-up for cancer in patients receiving a DMT, and the potential reintroduction of a DMT after initial cancer treatment. A strong consensus was reached for all 31 recommendations. CONCLUSION These recommendations propose a strategic approach to managing cancer risk in PwMS.
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Affiliation(s)
- Nicolas Collongues
- Department of Neurology, University Hospital of Strasbourg, Strasbourg, France
- Center for Clinical Investigation, INSERM U1434, Strasbourg, France
- Biopathology of Myelin, Neuroprotection and Therapeutic Strategy, INSERM U1119, Strasbourg, France
- Department of Pharmacology, Addictology, Toxicology, and Therapeutics, Strasbourg University, Strasbourg, France
| | - Françoise Durand-Dubief
- Service de Sclérose en Plaques, Pathologies de la Myéline et Neuro-Inflammation, Hôpital Neurologique Pierre Wertheimer, Bron, France
| | - Christine Lebrun-Frenay
- Department of Neurology, CHU Nice, Nice, France
- Université Côte d'Azur, UMR2CA-URRIS, Nice, France
| | - Bertrand Audoin
- Department of Neurology, CRMBM, APHM, Aix-Marseille University, Marseille, France
| | - Xavier Ayrignac
- Department of Neurology, Montpellier University Hospital, Montpellier, France
- University of Montpellier, Montpellier, France
- INM, INSERM, Montpellier, France
| | - Caroline Bensa
- Department of Neurology, Hôpital Fondation Adolphe de Rothschild, Paris, France
| | - Kévin Bigaut
- Department of Neurology, University Hospital of Strasbourg, Strasbourg, France
- Biopathology of Myelin, Neuroprotection and Therapeutic Strategy, INSERM U1119, Strasbourg, France
| | | | | | - Jonathan Ciron
- CHU de Toulouse, CRC-SEP, Department of Neurology, Toulouse, France
- Université Toulouse III, Infinity, INSERM UMR1291-CNRS UMR5051, Toulouse, France
| | - Gilles Defer
- Department of Neurology, Caen University Hospital, Caen, France
| | - Arnaud Kwiatkowski
- Department of Neurology, Lille Catholic University, Lille Catholic Hospitals, Lille, France
| | - Emmanuelle Leray
- Université de Rennes, EHESP, CNRS, INSERM, ARENES-UMR 6051, RSMS-U1309, Rennes, France
| | | | - Romain Marignier
- Service de Sclérose en Plaques, Pathologies de la Myéline et Neuro-Inflammation, Hôpital Neurologique Pierre Wertheimer, Bron, France
| | - Guillaume Mathey
- Department of Neurology, Nancy University Hospital, Nancy, France
| | - Nathalie Morel
- Service de Neurologie, Centre Hospitalier Annecy Genevois, Epagny-Metz-Tessy, France
| | - Eric Thouvenot
- Service de Neurologie, CHU de Nîmes, Nîmes, France
- Institut de Génomique Fonctionnelle, Université de Montpellier, CNRS, INSERM, Montpellier, France
| | - Hélène Zéphir
- University of Lille, INSERM U1172, CHU de Lille, Lille, France
| | - Julie Boucher
- Department of Neurology, CHU de Lille, Lille, France
| | - Clémence Boutière
- Department of Neurology, University Hospital of Marseille, Marseille, France
| | - Pierre Branger
- Service de Neurologie, CHU de Caen Normandie, Caen, France
| | - Angélique Da Silva
- Breast Cancer Unit, Centre François Baclesse, Institut Normand du Sein, Caen, France
| | - Sarah Demortière
- Department of Neurology, CRMBM, APHM, Aix-Marseille University, Marseille, France
| | | | | | - Edouard Januel
- Sorbonne Université, Paris, France/Institut Pierre Louis d'Epidémiologie et de Santé Publique, AP-HP, Hôpital Pitié Salpêtrière, Département de Santé Publique, Paris, France
- Département de Neurologie, Hôpital Pitié Salpêtrière, AP-HP, Paris, France
| | - Anne Kerbrat
- Service de Neurologie, CHU de Rennes, France
- EMPENN U1228, INSERM-INRIA, Rennes, France
| | - Eric Manchon
- Service de Neurologie, Centre Hospitalier de Gonesse, Gonesse, France
| | - Xavier Moisset
- Université Clermont Auvergne, CHU Clermont-Ferrand, INSERM, Neuro-Dol, Clermont-Ferrand, France
| | | | - Chloé Pierret
- Université de Rennes, EHESP, CNRS, INSERM, ARENES-UMR 6051, RSMS U-1309, Rennes, France
| | - Julie Pique
- Service de Sclérose en Plaques, Pathologies de la Myéline et Neuro-Inflammation, Hôpital Neurologique Pierre Wertheimer, Bron, France
| | - Julien Poupart
- Department of Neurology and U995-LIRIC-Lille Inflammation Research International Center, INSERM, University of Lille, CHU Lille, Lille, France
| | - Chloé Prunis
- Department of Neurology, Nancy University Hospital, Nancy, France
| | - Thomas Roux
- Hôpital La Pitié-Salpêtrière, Service de Neurologie, Paris, France
- CRC-SEP Paris. Centre des maladies inflammatoires rares du cerveau et de la moelle de l'enfant et de l'adulte (Mircem)
| | | | - Géraldine Androdias
- Service de Sclérose en Plaques, Pathologies de la Myéline et Neuro-Inflammation, Service de Neurologie, Hôpital Neurologique Pierre Wertheimer, Bron, France
- Clinique de la Sauvegarde-Ramsay Santé, Lyon, France
| | - Mikael Cohen
- Department of Neurology, CHU Nice, Nice, France/Université Côte d'Azur, UMR2CA-URRIS, Nice, France
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de Seze J, Dive D, Ayrignac X, Castelnovo G, Payet M, Rayah A, Gobbi C, Vermersch P, Zecca C. Narrative Review on the Use of Cladribine Tablets as Exit Therapy for Stable Elderly Patients with Multiple Sclerosis. Neurol Ther 2024; 13:519-533. [PMID: 38587749 PMCID: PMC11136913 DOI: 10.1007/s40120-024-00603-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2024] [Accepted: 03/08/2024] [Indexed: 04/09/2024] Open
Abstract
The number of ageing people with relapsing multiple sclerosis (RMS) is increasing. The efficacy of disease-modifying therapies (DMTs) for RMS declines with age. Also, older persons with MS may be more susceptible to infections, hospitalisations and malignancy. Aging people with MS have higher rates of comorbidities versus aged-matched controls, increasing the individual risk of disability. We review the therapeutic properties of cladribine tablets (CladT) in ageing people with RMS, with regard to their utility for allowing these individuals to cease continuous administration of a DMT (i.e. to act as an "exit therapy"). CladT is thought to be an immune reconstitution therapy, in that two short courses of oral treatment 1 year apart provide suppression of MS disease activity in responders that far outlasts the duration of treatment and post-treatment reductions in lymphocyte counts. Post hoc analyses, long-term follow-up of populations with RMS in randomised trials, and real-world evidence suggest that the efficacy of CladT is probably independent of age, although more data in the elderly are still needed. No clear adverse signals for lymphopenia or other adverse safety signals have emerged with increasing age, although immunosenescence in the setting of age-related "inflammaging" may predispose elderly patients to a higher risk of infections. Updating vaccination status is recommended, especially against pneumococci and herpes zoster for older patients, to minimise the risk of these infections. CladT may be a useful alternative treatment for ageing people with MS who often bear a burden of multiple comorbidities and polypharmacy and who are more exposed to the adverse effects of continuous immunosuppressive therapy.
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Affiliation(s)
- Jerome de Seze
- Department of Neurology, Strasbourg University Hospital, Strasbourg, France.
| | - Dominique Dive
- Department of Neurology, Liège University Hospital, Liège, Belgium
| | - Xavier Ayrignac
- Department of Neurology, University of Montpellier, INM, INSERM, Montpellier University Hospital, Montpellier, France
| | - Giovanni Castelnovo
- Department of Neurology, Nîmes University Hospital, Hopital Caremeau, Nîmes, France
| | - Marianne Payet
- Merck Santé S.A.S., an Affiliate of Merck KGaA, Lyon, France
| | - Amel Rayah
- Merck Santé S.A.S., an Affiliate of Merck KGaA, Lyon, France
| | - Claudio Gobbi
- Multiple Sclerosis Center, Neurocenter of Southern Switzerland, EOC, Lugano, Switzerland
- Faculty of Biomedical Sciences, Università Della Svizzera Italiana, Lugano, Switzerland
| | - Patrick Vermersch
- University of Lille, INSERM U1172 LilNCog, CHU Lille, FHU Precise, Lille, France
| | - Chiara Zecca
- Multiple Sclerosis Center, Neurocenter of Southern Switzerland, EOC, Lugano, Switzerland
- Faculty of Biomedical Sciences, Università Della Svizzera Italiana, Lugano, Switzerland
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19
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Pagalilauan AM, Everest E, Rachimi S, Reich D, Waldman AD, Sadovnick AD, Vilariño-Guell C, Lenardo MJ. The Canadian Collaborative Project on Genetic Susceptibility to Multiple Sclerosis cohort population structure and disease etiology. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.04.18.24305992. [PMID: 38712288 PMCID: PMC11071557 DOI: 10.1101/2024.04.18.24305992] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2024]
Abstract
Background Previous genetic and epidemiological studies have examined subpopulations from the Canadian Collaborative Project on Genetic Susceptibility to Multiple Sclerosis (CCPGSMS) patient cohort, but an encompassing analysis of the study population has not yet been carried out. Objective This study examines patterns of multiple sclerosis (MS) prevalence in 13,663 cohort members, including 4,821 patients with MS or suspected MS and 8,842 family members. Methods We grouped participants into epidemiologic subgroups based on age of MS onset, clinical stage at diagnosis, symptom type at disease onset, sex, proband status, disability as measured by the EDSS, and ancestry based on reported ethnicity. Results We observed a 2.7:1 MS prevalence ratio of women to men, though disease severity was greater for male patients. Variation in the age of disease onset between patients was only slightly associated with sex and strongly associated with disease type. Specific types of clinical symptoms at disease onset were associated with the prognosis. Regional residence did not correlate with disease onset, type, or severity. Conclusion Population trends, as presented here, are not explained by environmental factors alone, highlighting the need for a comprehensive genetic analysis to understand disease variance across families.
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Fernández Ó, Sörensen PS, Comi G, Vermersch P, Hartung HP, Leocani L, Berger T, Van Wijmeersch B, Oreja-Guevara C. Managing multiple sclerosis in individuals aged 55 and above: a comprehensive review. Front Immunol 2024; 15:1379538. [PMID: 38646534 PMCID: PMC11032020 DOI: 10.3389/fimmu.2024.1379538] [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: 03/21/2024] [Indexed: 04/23/2024] Open
Abstract
Multiple Sclerosis (MS) management in individuals aged 55 and above presents unique challenges due to the complex interaction between aging, comorbidities, immunosenescence, and MS pathophysiology. This comprehensive review explores the evolving landscape of MS in older adults, including the increased incidence and prevalence of MS in this age group, the shift in disease phenotypes from relapsing-remitting to progressive forms, and the presence of multimorbidity and polypharmacy. We aim to provide an updated review of the available evidence of disease-modifying treatments (DMTs) in older patients, including the efficacy and safety of existing therapies, emerging treatments such as Bruton tyrosine kinase (BTKs) inhibitors and those targeting remyelination and neuroprotection, and the critical decisions surrounding the initiation, de-escalation, and discontinuation of DMTs. Non-pharmacologic approaches, including physical therapy, neuromodulation therapies, cognitive rehabilitation, and psychotherapy, are also examined for their role in holistic care. The importance of MS Care Units and advance care planning are explored as a cornerstone in providing patient-centric care, ensuring alignment with patient preferences in the disease trajectory. Finally, the review emphasizes the need for personalized management and continuous monitoring of MS patients, alongside advocating for inclusive study designs in clinical research to improve the management of this growing patient demographic.
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Affiliation(s)
- Óscar Fernández
- Departament of Pharmacology, Faculty of Medicine; Institute of Biomedical Research of Malaga (IBIMA), Regional University Hospital of Malaga, Malaga, Spain
- Department of Pharmacology and Pediatry, Faculty of Medicine, University of Malaga, Malaga, Spain
| | - Per Soelberg Sörensen
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
- Copenhagen and Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Giancarlo Comi
- Department of Neurorehabilitation Sciences, Multiple Sclerosis Centre Casa di Cura Igea, Milan, Italy
- University Vita-Salute San Raffaele, Milan, Italy
| | - Patrick Vermersch
- Univ. Lille, Inserm U1172 LilNCog, CHU Lille, FHU Precise, Lille, France
| | - Hans-Peter Hartung
- Department of Neurology, Medical Faculty, Heinrich-Heine-University, Düsseldorf, Germany
- Brain and Mind Center, University of Sydney, Sydney, NSW, Australia
- Department of Neurology, Palacky University Olomouc, Olomouc, Czechia
| | - Letizia Leocani
- Department of Neurorehabilitation Sciences, Multiple Sclerosis Centre Casa di Cura Igea, Milan, Italy
- University Vita-Salute San Raffaele, Milan, Italy
| | - Thomas Berger
- Department of Neurology, Medical University of Vienna, Vienna, Austria
- Comprehensive Center for Clinical Neurosciences & Mental Health, Medical University of Vienna, Vienna, Austria
| | - Bart Van Wijmeersch
- University MS Centre, Hasselt-Pelt, Belgium
- Rehabilitation and Multiple Sclerosis (MS), Noorderhart Hospitals, Pelt, Belgium
| | - Celia Oreja-Guevara
- Department of Neurology, Hospital Clínico Universitario San Carlos, IdISSC, Madrid, Spain
- Department of Medicine, Faculty of Medicine, Complutense University of Madrid, Madrid, Spain
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21
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Tryfonos C, Chrysafi M, Papadopoulou SK, Vadikolias K, Spanoudaki M, Mentzelou M, Fotiou D, Pavlidou E, Gkouvas G, Vorvolakos T, Michailidis A, Bisbinas A, Alexatou O, Giaginis C. Association of Mediterranean diet adherence with disease progression, quality of life and physical activity, sociodemographic and anthropometric parameters, and serum biomarkers in community-dwelling older adults with multiple sclerosis: a cross-sectional study. Aging Clin Exp Res 2024; 36:73. [PMID: 38492093 PMCID: PMC10944396 DOI: 10.1007/s40520-024-02712-y] [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: 08/13/2023] [Accepted: 01/23/2024] [Indexed: 03/18/2024]
Abstract
BACKGROUND Multiple sclerosis (MS) constitutes a chronic inflammatory and degenerative demyelinating disease, which can progressively lead to a broad range of sensorimotor, cognitive, visual, and autonomic function symptoms, independently of patient' age. However, the clinical studies that examine the role of dietary patterns against disease progression and symptomatology remain extremely scarce, especially concerning Mediterranean diet (MD) in the subgroup age of older adults with MS. AIMS The present study aimed to investigate the potential impact of MD compliance in disease progression and symptoms severity as well as quality of life and physical activity of community-dwelling older adults with MS. METHODS This is a cross-sectional conducted on 227 older adults with no history of other severe disease. Relevant questionnaires were applied to collect sociodemographic and anthropometric factors by face-to face interviews between patients and qualified personnel. Serum biomarkers were retrieved by patients' medical records. RESULTS Higher MD compliance was independently associated with younger patients' age, lower risk of overweight/obesity and abdominal obesity, decreased disease progression and higher muscle mass, as well as greater physical activity, better quality of life, and adequate serum ferritin and albumin levels CONCLUSIONS: MD may exert beneficial effects in older adults with MS. Future strategies and policies are highly recommended to inform both the general population and the older patients with MS for the beneficial effects of MD in preventing MS and in improving or even slowing down the disease progression and symptoms severity of MS.
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Affiliation(s)
- Christina Tryfonos
- Department of Food Science and Nutrition, School of Environment, University of the Aegean, 81400, Lemnos, Myrina, Greece
| | - Maria Chrysafi
- Department of Food Science and Nutrition, School of Environment, University of the Aegean, 81400, Lemnos, Myrina, Greece
| | - Sousana K Papadopoulou
- Department of Nutritional Sciences and Dietetics, School of Health Sciences, International Hellenic University, Thessaloniki, Greece
| | - Konstantinos Vadikolias
- Department of Neurology, School of Medicine, Democritus University of Thrace, Alexandroupolis, Greece
| | - Maria Spanoudaki
- Department of Nutritional Sciences and Dietetics, School of Health Sciences, International Hellenic University, Thessaloniki, Greece
- Clinical Dietetics and Nutritional Department, 424 General Military Hospital, Thessaloníki, Greece
| | - Maria Mentzelou
- Department of Food Science and Nutrition, School of Environment, University of the Aegean, 81400, Lemnos, Myrina, Greece
| | - Dimitrios Fotiou
- Department of Neurology, School of Medicine, Aristoteleio University of Thessaloniki, Thessaloníki, Greece
| | - Eleni Pavlidou
- Department of Food Science and Nutrition, School of Environment, University of the Aegean, 81400, Lemnos, Myrina, Greece
| | - Georgios Gkouvas
- Clinical Dietetics and Nutritional Department, 424 General Military Hospital, Thessaloníki, Greece
| | - Theofanis Vorvolakos
- Department of Geriatric Psychiatry, School of Medicine, Democritus University of Thrace, Alexandroupolis, Greece
| | | | - Alexia Bisbinas
- University General Hospital of Thessaloniki AHEPA, Thessaloníki, Greece
| | - Olga Alexatou
- Department of Food Science and Nutrition, School of Environment, University of the Aegean, 81400, Lemnos, Myrina, Greece
| | - Constantinos Giaginis
- Department of Food Science and Nutrition, School of Environment, University of the Aegean, 81400, Lemnos, Myrina, Greece.
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Rousseau MC, Parent ME, Corsenac P, Salmon C, Mésidor M, Fantodji C, Conus F, Richard H, Jantchou P, Benedetti A. Cohort Profile Update: The Québec Birth Cohort on Immunity and Health (CO·MMUNITY). Int J Epidemiol 2024; 53:dyae014. [PMID: 38365966 PMCID: PMC10873493 DOI: 10.1093/ije/dyae014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 01/18/2024] [Indexed: 02/18/2024] Open
Affiliation(s)
- Marie-Claude Rousseau
- Epidemiology and Biostatistics Unit, Centre Armand-Frappier Santé Biotechnologie, Institut National de la Recherche Scientifique (INRS), Laval, QC, Canada
- Department of Social and Preventive Medicine, School of Public Health, Université de Montréal, Montréal, QC, Canada
- Carrefour de l’innovation, Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
| | - Marie-Elise Parent
- Epidemiology and Biostatistics Unit, Centre Armand-Frappier Santé Biotechnologie, Institut National de la Recherche Scientifique (INRS), Laval, QC, Canada
- Department of Social and Preventive Medicine, School of Public Health, Université de Montréal, Montréal, QC, Canada
- Carrefour de l’innovation, Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
| | - Philippe Corsenac
- Department of Nursing Sciences, Population Health, Université du Québec en Outaouais, Saint-Jérôme, QC, Canada
| | - Charlotte Salmon
- Epidemiology and Biostatistics Unit, Centre Armand-Frappier Santé Biotechnologie, Institut National de la Recherche Scientifique (INRS), Laval, QC, Canada
| | - Miceline Mésidor
- Epidemiology and Biostatistics Unit, Centre Armand-Frappier Santé Biotechnologie, Institut National de la Recherche Scientifique (INRS), Laval, QC, Canada
- Department of Social and Preventive Medicine, School of Public Health, Université de Montréal, Montréal, QC, Canada
- Carrefour de l’innovation, Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
| | - Canisius Fantodji
- Epidemiology and Biostatistics Unit, Centre Armand-Frappier Santé Biotechnologie, Institut National de la Recherche Scientifique (INRS), Laval, QC, Canada
- Research Centre, Centre Hospitalier Universitaire Sainte-Justine, Montréal, QC, Canada
| | - Florence Conus
- Epidemiology and Biostatistics Unit, Centre Armand-Frappier Santé Biotechnologie, Institut National de la Recherche Scientifique (INRS), Laval, QC, Canada
| | - Hugues Richard
- Epidemiology and Biostatistics Unit, Centre Armand-Frappier Santé Biotechnologie, Institut National de la Recherche Scientifique (INRS), Laval, QC, Canada
| | - Prévost Jantchou
- Research Centre, Centre Hospitalier Universitaire Sainte-Justine, Montréal, QC, Canada
- Department of Pediatric Gastroenterology, Hepatology, and Nutrition, Centre Hospitalier Universitaire Sainte-Justine, and Université de Montréal, Montréal, QC, Canada
| | - Andrea Benedetti
- Respiratory Epidemiology and Clinical Research Unit, McGill University Health Centre, Montréal, QC, Canada
- Department of Epidemiology, Biostatistics and Occupational Health, Faculty of Medicine, McGill University, Montréal, QC, Canada
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23
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Ng HS, Zhu F, Zhao Y, Yao S, Lu X, Ekuma O, Evans C, Fisk JD, Marrie RA, Tremlett H. Adverse Events Associated With Disease-Modifying Drugs for Multiple Sclerosis: A Multiregional Population-Based Study. Neurology 2024; 102:e208006. [PMID: 38181306 PMCID: PMC11097763 DOI: 10.1212/wnl.0000000000208006] [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: 03/01/2023] [Accepted: 09/27/2023] [Indexed: 01/07/2024] Open
Abstract
BACKGROUND AND OBJECTIVES It is not possible to fully establish the safety of a disease-modifying drug (DMD) for multiple sclerosis (MS) from randomized controlled trials as only very common adverse events occurring over the short-term can be captured, and the quality of reporting has been variable. We examined the relationship between the DMDs for MS and potential adverse events in a multiregion population-based study. METHODS We identified people with MS using linked administrative health data from 4 Canadian provinces. MS cases were followed from the most recent of first MS or related demyelinating disease event on January 1, 1996, until the earliest of emigration, death, or December 31, 2017. DMD exposure primarily comprised β-interferon, glatiramer acetate, natalizumab, fingolimod, dimethyl fumarate, teriflunomide, and alemtuzumab. We examined associations between DMD exposure and infection-related hospitalizations and physician visits using recurrent events proportional means models and between DMD exposure and 15 broad categories of incident adverse events using stratified multivariate Cox proportional hazard models. RESULTS We identified 35,894 people with MS. While virtually all DMDs were associated with a 42%-61% lower risk of infection-related hospitalizations, there was a modest increase in infection-related physician visits by 10%-33% for select DMDs. For incident adverse events, most elevated risks involved a second-generation DMD, with alemtuzumab's hazard of thyroid disorders being 19.42 (95% CI 9.29-36.51), hypertension 4.96 (95% CI 1.78-13.84), and cardiovascular disease 3.72 (95% CI 2.12-6.53). Natalizumab's highest risk was for cardiovascular disease (adjusted hazard ratio [aHR] 1.61; 95% CI 1.24-2.10). For the oral DMDs, fingolimod was associated with higher hazards of cerebrovascular (aHR 2.04; 95% CI 1.27-3.30) and ischemic heart diseases (aHR 1.64; 95% CI 1.10-2.44) and hypertension (aHR 1.73; 95% CI 1.30-2.31); teriflunomide with higher hazards of thyroid disorders (aHR 2.30; 95% CI 1.11-4.74), chronic liver disease (aHR 1.94; 95% CI 1.19-3.18), hypertension (aHR 1.76; 95% CI 1.32-2.37), and hyperlipidemia (aHR 1.61; 95% CI 1.07-2.44); and from complementary analyses (in 1 province), dimethyl fumarate with acute liver injury (aHR 6.55; 95% CI 1.96-21.87). DISCUSSION Our study provides an extensive safety profile of several different DMDs used to treat MS in the real-world setting. Our findings not only complement those observed in short-term clinical trials but also provide new insights that help inform the risk-benefit profile of the DMDs used to treat MS in clinical practice. The results of this study highlight the continued need for long-term, independent safety studies of the DMDs used to treat MS. CLASSIFICATION OF EVIDENCE This study provides Class III evidence that for patients with MS, while DMD exposure reduces the risk of infection-related hospitalizations, there are increased risks of infection-related physician visits and incident adverse events for select DMDs.
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Affiliation(s)
- Huah Shin Ng
- From the Division of Neurology (H.S.N., F.Z., Y.Z., H.T.), Department of Medicine and the Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, Canada; Flinders Health and Medical Research Institute (H.S.N.), College of Medicine and Public Health, Flinders University, Adelaide, Australia; SA Pharmacy (H.S.N.), Northern and Southern Adelaide Local Health Networks, Australia; College of Pharmacy and Nutrition (S.Y., C.E.), University of Saskatchewan; Saskatchewan Health Quality Council (S.Y., X.L.), Saskatoon; Department of Community Health Sciences (O.E.), Rady Faculty of Health Sciences, University of Manitoba, Winnipeg; Nova Scotia Health and the Departments of Psychiatry, Psychology and Neuroscience, and Medicine (J.D.F.), Dalhousie University, Halifax; and Departments of Internal Medicine and Community Health Sciences (R.A.M.), Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Feng Zhu
- From the Division of Neurology (H.S.N., F.Z., Y.Z., H.T.), Department of Medicine and the Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, Canada; Flinders Health and Medical Research Institute (H.S.N.), College of Medicine and Public Health, Flinders University, Adelaide, Australia; SA Pharmacy (H.S.N.), Northern and Southern Adelaide Local Health Networks, Australia; College of Pharmacy and Nutrition (S.Y., C.E.), University of Saskatchewan; Saskatchewan Health Quality Council (S.Y., X.L.), Saskatoon; Department of Community Health Sciences (O.E.), Rady Faculty of Health Sciences, University of Manitoba, Winnipeg; Nova Scotia Health and the Departments of Psychiatry, Psychology and Neuroscience, and Medicine (J.D.F.), Dalhousie University, Halifax; and Departments of Internal Medicine and Community Health Sciences (R.A.M.), Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Yinshan Zhao
- From the Division of Neurology (H.S.N., F.Z., Y.Z., H.T.), Department of Medicine and the Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, Canada; Flinders Health and Medical Research Institute (H.S.N.), College of Medicine and Public Health, Flinders University, Adelaide, Australia; SA Pharmacy (H.S.N.), Northern and Southern Adelaide Local Health Networks, Australia; College of Pharmacy and Nutrition (S.Y., C.E.), University of Saskatchewan; Saskatchewan Health Quality Council (S.Y., X.L.), Saskatoon; Department of Community Health Sciences (O.E.), Rady Faculty of Health Sciences, University of Manitoba, Winnipeg; Nova Scotia Health and the Departments of Psychiatry, Psychology and Neuroscience, and Medicine (J.D.F.), Dalhousie University, Halifax; and Departments of Internal Medicine and Community Health Sciences (R.A.M.), Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Shenzhen Yao
- From the Division of Neurology (H.S.N., F.Z., Y.Z., H.T.), Department of Medicine and the Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, Canada; Flinders Health and Medical Research Institute (H.S.N.), College of Medicine and Public Health, Flinders University, Adelaide, Australia; SA Pharmacy (H.S.N.), Northern and Southern Adelaide Local Health Networks, Australia; College of Pharmacy and Nutrition (S.Y., C.E.), University of Saskatchewan; Saskatchewan Health Quality Council (S.Y., X.L.), Saskatoon; Department of Community Health Sciences (O.E.), Rady Faculty of Health Sciences, University of Manitoba, Winnipeg; Nova Scotia Health and the Departments of Psychiatry, Psychology and Neuroscience, and Medicine (J.D.F.), Dalhousie University, Halifax; and Departments of Internal Medicine and Community Health Sciences (R.A.M.), Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Xinya Lu
- From the Division of Neurology (H.S.N., F.Z., Y.Z., H.T.), Department of Medicine and the Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, Canada; Flinders Health and Medical Research Institute (H.S.N.), College of Medicine and Public Health, Flinders University, Adelaide, Australia; SA Pharmacy (H.S.N.), Northern and Southern Adelaide Local Health Networks, Australia; College of Pharmacy and Nutrition (S.Y., C.E.), University of Saskatchewan; Saskatchewan Health Quality Council (S.Y., X.L.), Saskatoon; Department of Community Health Sciences (O.E.), Rady Faculty of Health Sciences, University of Manitoba, Winnipeg; Nova Scotia Health and the Departments of Psychiatry, Psychology and Neuroscience, and Medicine (J.D.F.), Dalhousie University, Halifax; and Departments of Internal Medicine and Community Health Sciences (R.A.M.), Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Okechukwu Ekuma
- From the Division of Neurology (H.S.N., F.Z., Y.Z., H.T.), Department of Medicine and the Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, Canada; Flinders Health and Medical Research Institute (H.S.N.), College of Medicine and Public Health, Flinders University, Adelaide, Australia; SA Pharmacy (H.S.N.), Northern and Southern Adelaide Local Health Networks, Australia; College of Pharmacy and Nutrition (S.Y., C.E.), University of Saskatchewan; Saskatchewan Health Quality Council (S.Y., X.L.), Saskatoon; Department of Community Health Sciences (O.E.), Rady Faculty of Health Sciences, University of Manitoba, Winnipeg; Nova Scotia Health and the Departments of Psychiatry, Psychology and Neuroscience, and Medicine (J.D.F.), Dalhousie University, Halifax; and Departments of Internal Medicine and Community Health Sciences (R.A.M.), Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Charity Evans
- From the Division of Neurology (H.S.N., F.Z., Y.Z., H.T.), Department of Medicine and the Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, Canada; Flinders Health and Medical Research Institute (H.S.N.), College of Medicine and Public Health, Flinders University, Adelaide, Australia; SA Pharmacy (H.S.N.), Northern and Southern Adelaide Local Health Networks, Australia; College of Pharmacy and Nutrition (S.Y., C.E.), University of Saskatchewan; Saskatchewan Health Quality Council (S.Y., X.L.), Saskatoon; Department of Community Health Sciences (O.E.), Rady Faculty of Health Sciences, University of Manitoba, Winnipeg; Nova Scotia Health and the Departments of Psychiatry, Psychology and Neuroscience, and Medicine (J.D.F.), Dalhousie University, Halifax; and Departments of Internal Medicine and Community Health Sciences (R.A.M.), Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada
| | - John D Fisk
- From the Division of Neurology (H.S.N., F.Z., Y.Z., H.T.), Department of Medicine and the Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, Canada; Flinders Health and Medical Research Institute (H.S.N.), College of Medicine and Public Health, Flinders University, Adelaide, Australia; SA Pharmacy (H.S.N.), Northern and Southern Adelaide Local Health Networks, Australia; College of Pharmacy and Nutrition (S.Y., C.E.), University of Saskatchewan; Saskatchewan Health Quality Council (S.Y., X.L.), Saskatoon; Department of Community Health Sciences (O.E.), Rady Faculty of Health Sciences, University of Manitoba, Winnipeg; Nova Scotia Health and the Departments of Psychiatry, Psychology and Neuroscience, and Medicine (J.D.F.), Dalhousie University, Halifax; and Departments of Internal Medicine and Community Health Sciences (R.A.M.), Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Ruth Ann Marrie
- From the Division of Neurology (H.S.N., F.Z., Y.Z., H.T.), Department of Medicine and the Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, Canada; Flinders Health and Medical Research Institute (H.S.N.), College of Medicine and Public Health, Flinders University, Adelaide, Australia; SA Pharmacy (H.S.N.), Northern and Southern Adelaide Local Health Networks, Australia; College of Pharmacy and Nutrition (S.Y., C.E.), University of Saskatchewan; Saskatchewan Health Quality Council (S.Y., X.L.), Saskatoon; Department of Community Health Sciences (O.E.), Rady Faculty of Health Sciences, University of Manitoba, Winnipeg; Nova Scotia Health and the Departments of Psychiatry, Psychology and Neuroscience, and Medicine (J.D.F.), Dalhousie University, Halifax; and Departments of Internal Medicine and Community Health Sciences (R.A.M.), Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Helen Tremlett
- From the Division of Neurology (H.S.N., F.Z., Y.Z., H.T.), Department of Medicine and the Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, Canada; Flinders Health and Medical Research Institute (H.S.N.), College of Medicine and Public Health, Flinders University, Adelaide, Australia; SA Pharmacy (H.S.N.), Northern and Southern Adelaide Local Health Networks, Australia; College of Pharmacy and Nutrition (S.Y., C.E.), University of Saskatchewan; Saskatchewan Health Quality Council (S.Y., X.L.), Saskatoon; Department of Community Health Sciences (O.E.), Rady Faculty of Health Sciences, University of Manitoba, Winnipeg; Nova Scotia Health and the Departments of Psychiatry, Psychology and Neuroscience, and Medicine (J.D.F.), Dalhousie University, Halifax; and Departments of Internal Medicine and Community Health Sciences (R.A.M.), Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada
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Dakanalis A, Tryfonos C, Pavlidou E, Vadikolias K, Papadopoulou SK, Alexatou O, Vorvolakos T, Chrysafi M, Fotiou D, Mentzelou M, Serdari A, Chatzidimitriou M, Dimoliani S, Tsourouflis G, Giaginis C. Associations between Mediterranean Diet Adherence, Quality of Life, and Mental Health in Patients with Multiple Sclerosis: A Cross-Sectional Study. J Pers Med 2024; 14:199. [PMID: 38392632 PMCID: PMC10890719 DOI: 10.3390/jpm14020199] [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: 01/12/2024] [Revised: 02/05/2024] [Accepted: 02/08/2024] [Indexed: 02/24/2024] Open
Abstract
BACKGROUND The Mediterranean diet (MD) is well-known as a diet which may exert a protective effect against neurodegenerative diseases, including multiple sclerosis (MS). To date, only a few clinical surveys have assessed the potential effects of the MD in patients with MS. The purpose of the present study is to evaluate the potential effects of MD compliance on disease disability, quality of life, physical activity, depressive symptomatology, and blood biochemical parameters related to nutritional status in MS patients, considering several socio-demographic, anthropometric, and lifestyle characteristics. METHODS This is a cross-sectional study conducted on 558 adults with MS aged 18-64 years. Relevant questionnaires were utilized to evaluate socio-demographic and anthropometric parameters, disease disability (Expanded Disability Status Scale, EDSS), multidimensional health-related quality (MS Quality of Life-54, MSQOL-54), physical activity levels (International Physical Activity Questionnaire, IPAQ), depression (Beck Depression Inventory II, BDI-II), and MD adherence (MedDietScore), while several blood biochemical parameters were retrieved from the patients' medical records. RESULTS Enhanced MD compliance was independently associated with a decreased frequency of overweight/obesity, as well as abdominal obesity, in patients suffering from MS. Elevated MD compliance was also independently associated with a decreased incidence of advanced disease disability, a higher prevalence of elevated physical activity, an improved quality of life, and lower depressive symptoms, as well as higher levels of certain blood biochemical parameters, which are effective indicators of iron deficiency and malnutrition. CONCLUSIONS The present study found that higher MD adherence may slow down disease disability, promoting a better quality of life and mental health in adults with MS. Future prospective surveys are required to obtain conclusive results.
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Affiliation(s)
- Antonios Dakanalis
- Department of Mental Health, Fondazione IRCCS San Gerardo dei Tintori, Via G.B. Pergolesi 33, 20900 Monza, Italy
- Department of Medicine and Surgery, University of Milan Bicocca, Via Cadore 38, 20900 Monza, Italy
| | - Christina Tryfonos
- Department of Food Science and Nutrition, School of Environment, University of the Aegean, 81400 Lemnos, Greece
| | - Eleni Pavlidou
- Department of Food Science and Nutrition, School of Environment, University of the Aegean, 81400 Lemnos, Greece
| | - Konstantinos Vadikolias
- Department of Neurology, School of Medicine, Democritus University of Thrace, 68100 Alexandroupolis, Greece
| | - Sousana K Papadopoulou
- Department of Nutritional Sciences and Dietetics, School of Health Sciences, International Hellenic University, 57400 Thessaloniki, Greece
| | - Olga Alexatou
- Department of Food Science and Nutrition, School of Environment, University of the Aegean, 81400 Lemnos, Greece
| | - Theofanis Vorvolakos
- Department of Psychiatry, School of Medicine, Democritus University of Thrace, 68100 Alexandroupolis, Greece
| | - Maria Chrysafi
- Department of Food Science and Nutrition, School of Environment, University of the Aegean, 81400 Lemnos, Greece
| | - Dimitrios Fotiou
- Department of Neurology, School of Medicine, Aristoteleio University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Maria Mentzelou
- Department of Food Science and Nutrition, School of Environment, University of the Aegean, 81400 Lemnos, Greece
| | - Aspasia Serdari
- Department of Psychiatry, School of Medicine, Democritus University of Thrace, 68100 Alexandroupolis, Greece
| | - Maria Chatzidimitriou
- Department of Biomedical Sciences, School of Health Sciences, International Hellenic University, 57400 Thessaloniki, Greece
| | - Sophia Dimoliani
- Department of Food Science and Nutrition, School of Environment, University of the Aegean, 81400 Lemnos, Greece
| | - Gerasimos Tsourouflis
- Second Department of Surgery, Propedeutic, National and Kapodistrian University of Athens, Laikon General Hospital, 11527 Athens, Greece
| | - Constantinos Giaginis
- Department of Food Science and Nutrition, School of Environment, University of the Aegean, 81400 Lemnos, Greece
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25
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Graf J, Ng HS, Zhu F, Zhao Y, Wijnands JMA, Evans C, Fisk JD, Marrie RA, Tremlett H. Disease-modifying drugs, multiple sclerosis and infection-related healthcare use in British Columbia, Canada: a population-based study. LANCET REGIONAL HEALTH. AMERICAS 2024; 29:100667. [PMID: 38269206 PMCID: PMC10806332 DOI: 10.1016/j.lana.2023.100667] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 12/21/2023] [Accepted: 12/22/2023] [Indexed: 01/26/2024]
Abstract
Background Much remains unknown surrounding the disease-modifying drugs (DMDs) used to treat multiple sclerosis and infection-related healthcare use in the 'real-world' setting. We examined if DMD exposure was associated with altered infection-related healthcare use. Methods We assessed if DMD (versus no) exposure was associated with altered infection-related hospitalizations, physician claims, and prescriptions filled in British Columbia, Canada (1996-2017). Healthcare use was assessed using negative binomial and proportional means regression models, reported as sex-/age-/comorbidity-/calendar year-/socioeconomic-adjusted rate and hazard ratios [aRR, aHR], with 95% confidence intervals [CIs]). Findings We identified 19,360 multiple sclerosis cases (13,940/19,360; 72.0% women; mean age at study start = 44.5 standard deviation, SD = 13.3; mean follow-up = 11.7 [SD = 7.3] years). Relative to unexposed periods, exposure to any DMD was associated with a lower infection-related rate of physician claims (aRR = 0.88; 95% CI:0.85-0.92) and hazard of hospitalization (aHR = 0.64; 95% CI:0.56-0.73), and a higher rate of infection-related prescriptions (aRR = 1.14; 95% CI:1.08-1.20). Exposure to any injectable or oral DMD was associated with a lower infection-related rate of physician claims (injectable aRR = 0.88; 95% CI:0.84-0.92, oral aRR = 0.83; 95% CI:0.77-0.90) and hazard of hospitalization (injectable aHR = 0.65; 95% CI:0.56-0.75, oral aHR = 0.54; 95% CI:0.38-0.77), whereas intravenous DMD exposure was not (aRR = 0.99; 95% CI:0.86-1.14, aHR = 0.73; 95% CI:0.49-1.09). Exposure to any injectable or intravenous DMD was associated with a higher rate of infection-related prescriptions (injectable aRR = 1.15; 95% CI:1.08-1.22, intravenous = 1.34; 95% CI:1.15-1.56), whereas oral DMDs were not (aRR = 0.98; 95% CI:0.91-1.05). Interpretation DMD exposure for the treatment of MS was associated with differences in infection-related healthcare use. While infection-related hospitalizations and physician visits were lower, prescription fills were higher. How these differences in infection-related healthcare use affect outcomes in persons with multiple sclerosis warrants consideration. Funding Canadian Institutes of Health Research (CIHR); German Research Foundation (DFG).
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Affiliation(s)
- Jonas Graf
- Department of Medicine, Division of Neurology and the Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
| | - Huah Shin Ng
- Department of Medicine, Division of Neurology and the Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
- Flinders Health and Medical Research Institute, College of Medicine and Public Health, Flinders University, Bedford Park, SA, Australia
| | - Feng Zhu
- Department of Medicine, Division of Neurology and the Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
| | - Yinshan Zhao
- Department of Medicine, Division of Neurology and the Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
| | - José MA. Wijnands
- Department of Medicine, Division of Neurology and the Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
| | - Charity Evans
- College of Pharmacy and Nutrition, University of Saskatchewan, Saskatoon, SK, Canada
| | - John D. Fisk
- Nova Scotia Health Authority and the Departments of Psychiatry, Psychology and Neuroscience, and Medicine, Dalhousie University, Halifax, NS, Canada
| | - 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
| | - Helen Tremlett
- Department of Medicine, Division of Neurology and the Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
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26
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Yusuf FLA, Zhu F, Evans C, Fisk JD, Zhao Y, Marrie RA, Tremlett H. Gastrointestinal conditions in the multiple sclerosis prodrome. Ann Clin Transl Neurol 2024; 11:185-193. [PMID: 38115680 PMCID: PMC10791028 DOI: 10.1002/acn3.51945] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2023] [Revised: 10/26/2023] [Accepted: 10/28/2023] [Indexed: 12/21/2023] Open
Abstract
OBJECTIVE To investigate gastrointestinal (GI)-related physician visits and drug dispensations in the 5 years preceding a first recorded demyelinating event or multiple sclerosis (MS) onset. METHODS Using linked administrative and clinical data from British Columbia (1996-2013), Canada, we identified an administrative cohort via a validated algorithm (n = 6863), a clinical cohort diagnosed at a MS clinic (n = 966), and matched controls (administrative cohort: n = 31,865; clinical cohort: n = 4534). In each cohort, the 5 years before a first demyelinating event or MS symptom onset (i.e., index date) were examined. We compared rates of GI-related physician visits and risk of ≥1 GI-related dispensation between MS cases and controls using negative binomial and robust Poisson models. Sex differences were tested using interaction terms. RESULTS The administrative cohort MS cases had higher rates of physician visits related to gastritis and duodenitis (adjusted rate/risk ratio (aRR):1.42, 95% CI: 1.10-1.83) and diseases of the esophagus (aRR: 1.46, 95% CI: 1.06-2.02) prior to the index date. MS cases also had greater risk of at least one dispensation for several drug classes, including constipation-related (aRR: 1.82, 95% CI: 1.50-2.22), antiemetics/antinauseants (aRR: 1.64, 95% CI: 1.43-1.89), and propulsives (promotility drugs; aRR: 1.62, 95% CI: 1.47-1.79). Men had a disproportionally higher relative risk for propulsives than women (aRR: men = 2.32, 95% CI: 1.79-3.00; women = 1.54, 95% CI: 1.36-1.72). Several findings were similar in the smaller clinical cohort though none reached statistical significance. INTERPRETATION GI-related physician visits and drug dispensations were more common in the 5 years before the first demyelinating event versus matched controls. GI symptoms are a measurable feature of the prodromal or early phase of MS, with a sex difference evident.
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Affiliation(s)
- Fardowsa L. A. Yusuf
- Medicine (Neurology), the Djavad Mowafaghian Centre for Brain HealthUniversity of British Columbia2211 Wesbrook MallVancouverBritish ColumbiaV6T 2B5Canada
- School of Population and Public Health, University of British Columbia2206 East MallVancouverBritish ColumbiaV6T 1Z3Canada
| | - Feng Zhu
- Medicine (Neurology), the Djavad Mowafaghian Centre for Brain HealthUniversity of British Columbia2211 Wesbrook MallVancouverBritish ColumbiaV6T 2B5Canada
| | - Charity Evans
- College of Pharmacy and Nutrition, University of Saskatchewan2A20.4 Health Sciences Bldg, 107 Wiggins AveSaskatoonSaskatchewanS7N 5E5Canada
| | - John D. Fisk
- Nova Scotia Health and the Departments of Psychiatry, Psychology & Neuroscience, and MedicineDalhousie University4066 A.J. Lane Memorial Building, 5909 Veterans' Memorial LaneHalifaxNova ScotiaB3H 2E2Canada
| | - Yinshan Zhao
- Medicine (Neurology), the Djavad Mowafaghian Centre for Brain HealthUniversity of British Columbia2211 Wesbrook MallVancouverBritish ColumbiaV6T 2B5Canada
| | - Ruth A. Marrie
- Departments of Internal Medicine and Community Health Sciences, Rady Faculty of Health Sciences, Health Sciences CentreMax Rady College of Medicine, University of ManitobaGF543, 820 Sherbrook StreetWinnipegManitobaR3A 1R9Canada
| | - Helen Tremlett
- Medicine (Neurology), the Djavad Mowafaghian Centre for Brain HealthUniversity of British Columbia2211 Wesbrook MallVancouverBritish ColumbiaV6T 2B5Canada
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Graf J, Ng HS, Zhu F, Zhao Y, Wijnands JMA, Evans C, Fisk JD, Marrie RA, Tremlett H. Multiple sclerosis disease-modifying drug use by immigrants: a real-world study. Sci Rep 2023; 13:21235. [PMID: 38040796 PMCID: PMC10692166 DOI: 10.1038/s41598-023-46313-7] [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: 02/01/2023] [Accepted: 10/30/2023] [Indexed: 12/03/2023] Open
Abstract
Little is known about disease-modifying drug (DMD) initiation by immigrants with multiple sclerosis (MS) in countries with universal health coverage. We assessed the association between immigration status and DMD use within 5-years after the first MS-related healthcare encounter. Using health administrative data, we identified MS cases in British Columbia (BC), Canada. The index date was the first MS-related healthcare encounter (MS/demyelinating disease-related diagnosis or DMD prescription filled), and ranged from 01/January/1996 to 31/December/2012. Those included were ≥ 18 years old, BC residents for ≥ 1-year pre- and ≥ 5-years post-index date. Persons becoming permanent residents 1985-2012 were defined as immigrants, all others were long-term residents. The association between immigration status and any DMD prescription filled within 5-years post-index date (with the latest study end date being 31/December/2017) was assessed using logistic regression, reported as adjusted odds ratios (aORs) with 95% confidence intervals (CIs). We identified 8762 MS cases (522 were immigrants). Among immigrants of lower SES, odds of filling any DMD prescription were reduced, whereas they did not differ between immigrants and long-term residents across SES quintiles (aOR 0.96; 95%CI 0.78-1.19). Overall use (odds) of a first DMD within 5 years after the first MS-related encounter was associated with immigration status.
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Affiliation(s)
- Jonas Graf
- Division of Neurology, Department of Medicine, Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
| | - Huah Shin Ng
- Division of Neurology, Department of Medicine, Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
- Flinders Health and Medical Research Institute, College of Medicine and Public Health, Flinders University, Bedford Park, SA, Australia
| | - Feng Zhu
- Division of Neurology, Department of Medicine, Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
| | - Yinshan Zhao
- Division of Neurology, Department of Medicine, Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
| | - José M A Wijnands
- Division of Neurology, Department of Medicine, Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
| | - Charity Evans
- College of Pharmacy and Nutrition, University of Saskatchewan, Saskatoon, SK, Canada
| | - John D Fisk
- Departments of Psychiatry, Psychology and Neuroscience, and Medicine, Nova Scotia Health Authority, Dalhousie University, Halifax, NS, Canada
| | - Ruth Ann Marrie
- Departments of Internal Medicine and Community Health Sciences, Rady Faculty of Health Sciences, Max Rady College of Medicine, University of Manitoba, Winnipeg, MB, Canada
| | - Helen Tremlett
- Division of Neurology, Department of Medicine, Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada.
- Division of Neurology, Department of Medicine, Djavad Mowafaghian Centre for Brain Health, University of British Columbia Vancouver, Rm S126, 2211 Wesbrook Mall, Vancouver, BC, V6T 2B5, Canada.
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28
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Jacober SLS, Disanto G, Sacco R, Meng D, Mallucci G, Candrian U, Semini S, Tiberti M, Gobbi C, Zecca C. Interplay between age and disease-modifying treatments in influencing infection risk in multiple sclerosis. Mult Scler 2023; 29:1765-1775. [PMID: 37786964 DOI: 10.1177/13524585231199820] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
BACKGROUND Disease-modifying treatments (DMTs) can increase the risk of infections in multiple sclerosis (MS). Aged individuals are usually excluded from clinical trials, and there is uncertainty regarding safety of immunosuppressive DMTs in these patients. OBJECTIVE To investigate the association of DMTs, ageing and other clinical variables with risk of infections in MS patients. METHODS Prospective single-centre observational study collecting information on occurrence, type and grade of infections in patients followed at the MS centre, Lugano (Switzerland). Associations with infection risk were tested using multivariable Poisson and Cox regressions. RESULTS A total of 503 patients were included (injectables/untreated, n = 127; orals, n = 139; monoclonal antibodies (MAB), n = 237) and 326 infections recorded over 12.6 (11.6-14.0) months. As compared to injectable DMTs/no treatment, MAB and oral DMTs were positively associated with infection incidence (IRR = 2.32, 95% confidence interval (CI) = 1.39-3.89, p = 0.001; IRR = 2.04, 95% CI = 1.19-3.49, p = 0.009, respectively). After excluding COVID-19, the effect of MAB was stronger among patients <50 years (IRR = 5.90, 95% CI = 2.80-12.45, p < 0.001) than >50 years (IRR = 1.95, 95% CI = 0.91-4.15, p = 0.084). Higher disability and male sex were the only variables associated with severe infections. CONCLUSION Treatment with MAB and oral DMTs is associated with higher incidence of infections, with a stronger effect in young MS patients. Disability appears the main predictor of severe infections regardless of treatment.
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Affiliation(s)
- Sarah Lena Susanna Jacober
- Neurocenter of Southern Switzerland, Regional Hospital of Lugano, Ente Ospedaliero Cantonale (EOC), Lugano, Switzerland
- Faculty of Biomedical Sciences, Università della Svizzera Italiana, Lugano, Switzerland
| | - Giulio Disanto
- Neurocenter of Southern Switzerland, Regional Hospital of Lugano, Ente Ospedaliero Cantonale (EOC), Lugano, Switzerland
| | - Rosaria Sacco
- Neurocenter of Southern Switzerland, Regional Hospital of Lugano, Ente Ospedaliero Cantonale (EOC), Lugano, Switzerland
| | - Delania Meng
- Neurocenter of Southern Switzerland, Regional Hospital of Lugano, Ente Ospedaliero Cantonale (EOC), Lugano, Switzerland
- Faculty of Biomedical Sciences, Università della Svizzera Italiana, Lugano, Switzerland
| | - Giulia Mallucci
- Neurocenter of Southern Switzerland, Regional Hospital of Lugano, Ente Ospedaliero Cantonale (EOC), Lugano, Switzerland
| | - Ursula Candrian
- Neurocenter of Southern Switzerland, Regional Hospital of Lugano, Ente Ospedaliero Cantonale (EOC), Lugano, Switzerland
| | - Sebastiano Semini
- Neurocenter of Southern Switzerland, Regional Hospital of Lugano, Ente Ospedaliero Cantonale (EOC), Lugano, Switzerland
| | - Massimiliano Tiberti
- Neurocenter of Southern Switzerland, Regional Hospital of Lugano, Ente Ospedaliero Cantonale (EOC), Lugano, Switzerland
| | - Claudio Gobbi
- Neurocenter of Southern Switzerland, Regional Hospital of Lugano, Ente Ospedaliero Cantonale (EOC), Lugano, Switzerland
- Faculty of Biomedical Sciences, Università della Svizzera Italiana, Lugano, Switzerland
| | - Chiara Zecca
- Neurocenter of Southern Switzerland, Regional Hospital of Lugano, Ente Ospedaliero Cantonale (EOC), Lugano, Switzerland
- Faculty of Biomedical Sciences, Università della Svizzera Italiana, Lugano, Switzerland
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Thakolwiboon S, Mills EA, Yang J, Doty J, Belkin MI, Cho T, Schultz C, Mao-Draayer Y. Immunosenescence and multiple sclerosis: inflammaging for prognosis and therapeutic consideration. FRONTIERS IN AGING 2023; 4:1234572. [PMID: 37900152 PMCID: PMC10603254 DOI: 10.3389/fragi.2023.1234572] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/04/2023] [Accepted: 09/29/2023] [Indexed: 10/31/2023]
Abstract
Aging is associated with a progressive decline of innate and adaptive immune responses, called immunosenescence. This phenomenon links to different multiple sclerosis (MS) disease courses among different age groups. While clinical relapse and active demyelination are mainly related to the altered adaptive immunity, including invasion of T- and B-lymphocytes, impairment of innate immune cell (e.g., microglia, astrocyte) function is the main contributor to disability progression and neurodegeneration. Most patients with MS manifest the relapsing-remitting phenotype at a younger age, while progressive phenotypes are mainly seen in older patients. Current disease-modifying therapies (DMTs) primarily targeting adaptive immunity are less efficacious in older patients, suggesting that immunosenescence plays a role in treatment response. This review summarizes the recent immune mechanistic studies regarding immunosenescence in patients with MS and discusses the clinical implications of these findings.
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Affiliation(s)
| | - Elizabeth A. Mills
- Department of Neurology, University of Michigan, Ann Arbor, MI, United States
| | - Jennifer Yang
- Department of Neurology, University of Michigan, Ann Arbor, MI, United States
| | - Jonathan Doty
- Michigan Institute for Neurological Disorders, Farmington Hills, MI, United States
| | - Martin I. Belkin
- Michigan Institute for Neurological Disorders, Farmington Hills, MI, United States
| | - Thomas Cho
- Department of Neurology, University of Michigan, Ann Arbor, MI, United States
| | - Charles Schultz
- Department of Neurology, University of Michigan, Ann Arbor, MI, United States
| | - Yang Mao-Draayer
- Department of Neurology, University of Michigan, Ann Arbor, MI, United States
- Michigan Institute for Neurological Disorders, Farmington Hills, MI, United States
- Autoimmune Center of Excellence, University of Michigan, Ann Arbor, MI, United States
- Graduate Program in Immunology, Program in Biomedical Sciences, University of Michigan, Ann Arbor, MI, United States
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30
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Marriott JJ, Ekuma O, Fransoo R, Marrie RA. Switching to second line MS disease-modifying therapies is associated with decreased relapse rate. Front Neurol 2023; 14:1243589. [PMID: 37745666 PMCID: PMC10511745 DOI: 10.3389/fneur.2023.1243589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Accepted: 08/25/2023] [Indexed: 09/26/2023] Open
Abstract
Background and objectives While randomized, controlled trials (RCTs) are the gold standard for determining treatment efficacy, they do not capture the effectiveness of treatment during real-world use. We aimed to evaluate the association between demographics and multiple sclerosis (MS) disease-modifying therapy (DMT) exposure, including treatment adherence and switches between different DMTs, on the risk of subsequent MS relapse. Methods All persons with relapsing-onset MS (pwRMS) living in Manitoba between 1999 and 2014 were identified from provincial healthcare databases using a validated case definition. Use of DMTs was abstracted from the provincial drug database covering all residents of Manitoba, including use of any DMT, stopping/starting any DMT, switches between different DMTs and adherence as defined by cumulative medication possession ratios (CUMMPRs) of 50, 70, 80 and 90%. Time to first-treated relapse was used as the outcome of interest in logistic regression and Cox-proportional hazards regression models adjusting for demographic covariates including age and year of diagnosis, sex, socioeconomic status and number of medical comorbidities. Results 1780 pwRMS were identified, including 1,510 who were on DMT at some point in the study period. While total DMT exposure was not associated with the time to subsequent treated relapse, individuals who switched between more than 2 DMTs had higher post-switch rates of relapse. Switching to second-line DMTs was associated with a longer time to treated relapse in comparison to those who remained on a first-line DMT (HR 0.44; 95%CI: 0.32-0.62, p < 0.0001). Discussion Switching to high-efficacy DMTs reduces the rates of subsequent MS relapse at the population level.
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Affiliation(s)
- James John Marriott
- Division of Neurology, Department of Medicine, St. Michael’s Hospital, University of Toronto, Toronto, ON, Canada
| | - Okechukwu Ekuma
- Manitoba Centre for Health Policy, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Randall Fransoo
- Department of Community Health Sciences, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Ruth Ann Marrie
- Department of Community Health Sciences, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
- Section of Neurology, Department of Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
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Macaron G, Larochelle C, Arbour N, Galmard M, Girard JM, Prat A, Duquette P. Impact of aging on treatment considerations for multiple sclerosis patients. Front Neurol 2023; 14:1197212. [PMID: 37483447 PMCID: PMC10361071 DOI: 10.3389/fneur.2023.1197212] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Accepted: 05/18/2023] [Indexed: 07/25/2023] Open
Abstract
With a rapidly aging global population and improvement of outcomes with newer multiple sclerosis (MS)-specific disease-modifying therapies (DMTs), the epidemiology of MS has shifted to an older than previously described population, with a peak prevalence of the disease seen in the 55-65 years age group. Changes in the pathophysiology of MS appear to be age-dependent. Several studies have identified a consistent phase of disability worsening around the fifth decade of life. The latter appears to be independent of prior disease duration and inflammatory activity and concomitant to pathological changes from acute focal active demyelination to chronic smoldering plaques, slow-expanding lesions, and compartmentalized inflammation within the central nervous system (CNS). On the other hand, decreased CNS tissue reserve and poorer remyelinating capacity with aging lead to loss of relapse recovery potential. Aging with MS may imply longer exposure to DMTs, although treatment efficacy in patients >55 years has not been evaluated in pivotal randomized controlled trials and appears to decrease with age. Older individuals are more prone to adverse effects of DMTs, an important aspect of treatment individualization. Aging with MS also implies a higher global burden of comorbid illnesses that contribute to overall impairments and represent a crucial confounder in interpreting clinical worsening. Discontinuation of DMTs after age 55, when no evidence of clinical or radiological activity is detected, is currently under the spotlight. In this review, we will discuss the impact of aging on MS pathobiology, the effect of comorbidities and other confounders on clinical worsening, and focus on current therapeutic considerations in this age group.
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Affiliation(s)
- Gabrielle Macaron
- Centre Hospitalier de l’Université de Montréal, Montréal, QC, Canada
- Department of Neurosciences, Faculty of Medicine, Université de Montréal, Montréal, QC, Canada
- Neuroimmunology Research Laboratory, Centre de Recherche du Centre Hospitalier de l’Université de Montréal, Montréal, QC, Canada
- Faculté de Médecine, Université Saint-Joseph de Beyrouth, Beirut, Lebanon
| | - Catherine Larochelle
- Centre Hospitalier de l’Université de Montréal, Montréal, QC, Canada
- Department of Neurosciences, Faculty of Medicine, Université de Montréal, Montréal, QC, Canada
- Neuroimmunology Research Laboratory, Centre de Recherche du Centre Hospitalier de l’Université de Montréal, Montréal, QC, Canada
| | - Nathalie Arbour
- Centre Hospitalier de l’Université de Montréal, Montréal, QC, Canada
- Department of Neurosciences, Faculty of Medicine, Université de Montréal, Montréal, QC, Canada
- Neuroimmunology Research Laboratory, Centre de Recherche du Centre Hospitalier de l’Université de Montréal, Montréal, QC, Canada
| | - Manon Galmard
- Centre Hospitalier de l’Université de Montréal, Montréal, QC, Canada
| | - Jean Marc Girard
- Centre Hospitalier de l’Université de Montréal, Montréal, QC, Canada
- Department of Neurosciences, Faculty of Medicine, Université de Montréal, Montréal, QC, Canada
- Neuroimmunology Research Laboratory, Centre de Recherche du Centre Hospitalier de l’Université de Montréal, Montréal, QC, Canada
| | - Alexandre Prat
- Centre Hospitalier de l’Université de Montréal, Montréal, QC, Canada
- Department of Neurosciences, Faculty of Medicine, Université de Montréal, Montréal, QC, Canada
- Neuroimmunology Research Laboratory, Centre de Recherche du Centre Hospitalier de l’Université de Montréal, Montréal, QC, Canada
| | - Pierre Duquette
- Centre Hospitalier de l’Université de Montréal, Montréal, QC, Canada
- Department of Neurosciences, Faculty of Medicine, Université de Montréal, Montréal, QC, Canada
- Neuroimmunology Research Laboratory, Centre de Recherche du Centre Hospitalier de l’Université de Montréal, Montréal, QC, Canada
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Hittle M, Culpepper WJ, Langer-Gould A, Marrie RA, Cutter GR, Kaye WE, Wagner L, Topol B, LaRocca NG, Nelson LM, Wallin MT. Population-Based Estimates for the Prevalence of Multiple Sclerosis in the United States by Race, Ethnicity, Age, Sex, and Geographic Region. JAMA Neurol 2023; 80:693-701. [PMID: 37184850 PMCID: PMC10186207 DOI: 10.1001/jamaneurol.2023.1135] [Citation(s) in RCA: 63] [Impact Index Per Article: 31.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Accepted: 02/04/2023] [Indexed: 05/16/2023]
Abstract
Importance Racial, ethnic, and geographic differences in multiple sclerosis (MS) are important factors to assess when determining the disease burden and allocating health care resources. Objective To calculate the US prevalence of MS in Hispanic, non-Hispanic Black (hereafter referred to as Black), and non-Hispanic White individuals (hereafter referred to as White) stratified by age, sex, and region. Design, Setting, and Participants A validated algorithm was applied to private, military, and public (Medicaid and Medicare) administrative health claims data sets to identify adult cases of MS between 2008 and 2010. Data analysis took place between 2019 and 2022. The 3-year cumulative prevalence overall was determined in each data set and stratified by age, sex, race, ethnicity, and geography. The insurance pools included 96 million persons from 2008 to 2010. Insurance and stratum-specific estimates were applied to the 2010 US Census data and the findings combined to calculate the 2010 prevalence of MS cumulated over 10 years. No exclusions were made if a person met the algorithm criteria. Main Outcomes and Measurements Prevalence of MS per 100 000 US adults stratified by demographic group and geography. The 95% CIs were approximated using a binomial distribution. Results A total of 744 781 persons 18 years and older were identified with MS with 564 426 cases (76%) in females and 180 355 (24%) in males. The median age group was 45 to 54 years, which included 229 216 individuals (31%), with 101 271 aged 18 to 24 years (14%), 158 997 aged 35 to 44 years (21%), 186 758 aged 55 to 64 years (25%), and 68 539 individuals (9%) who were 65 years or older. White individuals were the largest group, comprising 577 725 cases (77%), with 80 276 Black individuals (10%), 53 456 Hispanic individuals (7%), and 33 324 individuals (4%) in the non-Hispanic other category. The estimated 2010 prevalence of MS per 100 000 US adults cumulated over 10 years was 161.2 (95% CI, 159.8-162.5) for Hispanic individuals (regardless of race), 298.4 (95% CI, 296.4-300.5) for Black individuals, 374.8 (95% CI, 373.8-375.8) for White individuals, and 197.7 (95% CI, 195.6-199.9) for individuals from non-Hispanic other racial and ethnic groups. During the same time period, the female to male ratio was 2.9 overall. Age stratification in each of the racial and ethnic groups revealed the highest prevalence of MS in the 45- to 64-year-old age group, regardless of racial and ethnic classification. With each degree of latitude, MS prevalence increased by 16.3 cases per 100 000 (95% CI, 12.7-19.8; P < .001) in the unadjusted prevalence estimates, and 11.7 cases per 100 000 (95% CI, 7.4-16.1; P < .001) in the direct adjusted estimates. The association of latitude with prevalence was strongest in women, Black individuals, and older individuals. Conclusions and Relevance This study found that White individuals had the highest MS prevalence followed by Black individuals, individuals from other non-Hispanic racial and ethnic groups, and Hispanic individuals. Inconsistent racial and ethnic classifications created heterogeneity within groups. In the United States, MS affects diverse racial and ethnic groups. Prevalence of MS increases significantly and nonuniformly with latitude in the United States, even when adjusted for race, ethnicity, age, and sex. These findings are important for clinicians, researchers, and policy makers.
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Affiliation(s)
- Michael Hittle
- Stanford University School of Medicine, Stanford, California
| | - William J. Culpepper
- Department of Veterans Affairs Multiple Sclerosis Center of Excellence, Baltimore, Maryland
- University of Maryland School of Medicine, Baltimore
| | | | - Ruth Ann Marrie
- Department of Internal Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
- Department of Community Health Sciences, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | | | | | | | - Barbara Topol
- Stanford University School of Medicine, Stanford, California
| | | | | | - Mitchell T. Wallin
- Department of Veterans Affairs Multiple Sclerosis Center of Excellence, Baltimore, Maryland
- University of Maryland School of Medicine, Baltimore
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Prajjwal P, Marsool MDM, Asharaf S, Inban P, Gadam S, Yadav R, Vora N, Nandwana V, Marsool ADM, Amir O. Comparison of recent updates in genetics, immunology, biomarkers, and neuroimaging of primary-progressive and relapsing-remitting multiple sclerosis and the role of ocrelizumab in the management of their refractory cases. Health Sci Rep 2023; 6:e1422. [PMID: 37448727 PMCID: PMC10337274 DOI: 10.1002/hsr2.1422] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2023] [Revised: 06/30/2023] [Accepted: 07/01/2023] [Indexed: 07/15/2023] Open
Abstract
Background Primary-progressive multiple sclerosis (PPMS) and relapsing-remitting multiple sclerosis (RRMS) are two frequent multiple sclerosis (MS) subtypes that involve 10%-15% of patients. PPMS progresses slowly and is diagnosed later in life. Both subtypes are influenced by genetic and environmental factors such as smoking, obesity, and vitamin D insufficiency. Although there is no cure, ocrelizumab can reduce symptoms and delay disease development. RRMS is an autoimmune disease that causes inflammation, demyelination, and disability. Early detection, therapy, and lifestyle changes are critical. This study delves into genetics, immunology, biomarkers, neuroimaging, and the usefulness of ocrelizumab in the treatment of refractory patients of PPMS. Method In search of published literature providing up-to-date information on PPMS and RRMS, this review conducted numerous searches in databases such as PubMed, Google Scholar, MEDLINE, and Scopus. We looked into genetics, immunology, biomarkers, current breakthroughs in neuroimaging, and the role of ocrelizumab in refractory cases. Results Our comprehensive analysis found considerable advances in genetics, immunology, biomarkers, neuroimaging, and the efficacy of ocrelizumab in the treatment of refractory patients. Conclusion Early detection, timely intervention, and the adoption of lifestyle modifications play pivotal roles in enhancing treatment outcomes. Notably, ocrelizumab has demonstrated potential in symptom control and mitigating the rate of disease advancement, further underscoring its clinical significance in the management of MS.
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Affiliation(s)
- Priyadarshi Prajjwal
- Department of NeurologyBharati Vidyapeeth University Medical College PunePuneIndia
| | | | | | | | | | - Rukesh Yadav
- Internal Medicine, Maharajgunj Medical CampusTribhuvan UniversityKathmanduNepal
| | - Neel Vora
- Internal Medicine, B.J. Medical CollegeAhmedabadIndia
| | - Varsha Nandwana
- Department of NeurologyVirginia Tech Carilion School of MedicineRoanokeVirginiaUSA
| | | | - Omniat Amir
- Internal Medicine, Al Manhal AcademyKhartoumSudan
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Kaur R, Levy J, Motl RW, Sowers R, Hernandez ME. Deep Learning for Multiple Sclerosis Differentiation Using Multi-Stride Dynamics in Gait. IEEE Trans Biomed Eng 2023; 70:2181-2192. [PMID: 37819835 DOI: 10.1109/tbme.2023.3238680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/13/2023]
Abstract
OBJECTIVE Multiple sclerosis (MS) is a chronic neurological condition of the central nervous system leading to various physical, mental and psychiatric complexities. Mobility limitations are amongst the most frequent and early markers of MS. We evaluated the effectiveness of a DeepMS2G (deep learning (DL) for MS differentiation using multistride dynamics in gait) framework, which is a DL-based methodology to classify multi-stride sequences of persons with MS (PwMS) from healthy controls (HC), in order to generalize over newer walking tasks and subjects. METHODS We collected single-task Walking and dual-task Walking-while-Talking gait data using an instrumented treadmill from a balanced collection of 20 HC and 20 PwMS. We utilized domain knowledge-based spatiotemporal and kinetic gait features along with two normalization schemes, namely standard size-based and multiple regression normalization strategies. To differentiate between multi-stride sequences of HC and PwMS, we compared 16 traditional machine learning and DL algorithms. Further, we studied the interpretability of our highest-performing models; and discussed the association between the lower extremity function of participants and our model predictions. RESULTS We observed that residual neural network (ResNet) based models with regression-based normalization were the top performers across both task and subject generalization classification designs. Considering regression-based normalization, a multi-scale ResNet attained a subject classification accuracy and F 1-score of 1.0 when generalizing from single-task Walking to dual-task Walking-while-Talking; and a ResNet resulted in the top subject-wise accuracy and F 1 of 0.83 and 0.81 (resp.), when generalizing over unseen participants. CONCLUSION We used advanced DL and dynamics across domain knowledge-based spatiotemporal and kinetic gait parameters to successfully classify MS gait across distinct walking trials and unseen participants. SIGNIFICANCE Our proposed DL algorithms might contribute to efforts to automate MS diagnoses.
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Capasso N, Virgilio E, Covelli A, Giovannini B, Foschi M, Montini F, Nasello M, Nilo A, Prestipino E, Schirò G, Sperandei S, Clerico M, Lanzillo R. Aging in multiple sclerosis: from childhood to old age, etiopathogenesis, and unmet needs: a narrative review. Front Neurol 2023; 14:1207617. [PMID: 37332984 PMCID: PMC10272733 DOI: 10.3389/fneur.2023.1207617] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Accepted: 05/15/2023] [Indexed: 06/20/2023] Open
Abstract
Multiple sclerosis (MS) primarily affects adult females. However, in the last decades, rising incidence and prevalence have been observed for demographic extremes, such as pediatric-onset MS (POMS; occurring before 18 years of age) and late-onset MS (corresponding to an onset above 50 years). These categories show peculiar clinical-pathogenetic characteristics, aging processes and disease courses, therapeutic options, and unmet needs. Nonetheless, several open questions are still pending. POMS patients display an important contribution of multiple genetic and environmental factors such as EBV, while in LOMS, hormonal changes and pollution may represent disease triggers. In both categories, immunosenescence emerges as a pathogenic driver of the disease, particularly for LOMS. In both populations, patient and caregiver engagement are essential from the diagnosis communication to early treatment of disease-modifying therapy (DMTs), which in the elderly population appears more complex and less proven in terms of efficacy and safety. Digital technologies (e.g., exergames and e-training) have recently emerged with promising results, particularly in treating and following motor and cognitive deficits. However, this offer seems more feasible for POMS, being LOMS less familiar with digital technology. In this narrative review, we discuss how the aging process influences the pathogenesis, disease course, and therapeutic options of both POMS and LOMS. Finally, we evaluate the impact of new digital communication tools, which greatly interest the current and future management of POMS and LOMS patients.
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Affiliation(s)
- Nicola Capasso
- Department of Neuroscience, Reproductive Sciences and Odontostomatology, Federico II University of Naples, Naples, Italy
- Multiple Sclerosis Unit, Policlinico Federico II University Hospital, Naples, Italy
| | - Eleonora Virgilio
- Neurology Unit, Department of Translational Medicine, AOU Maggiore della Carità Novara, University of Eastern Piedmont, Novara, Italy
| | - Antonio Covelli
- Department of Neurology, Santi Antonio e Biagio e Cesare Arrigo Hospital, Alessandria, Italy
| | - Beatrice Giovannini
- Neurology Unit, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Matteo Foschi
- Department of Neuroscience, MS Center, S. Maria delle Croci Hospital, AUSL Romagna, Ravenna, Italy
- Department of Biotechnological and Applied Clinical Sciences (DISCAB), University of L’Aquila, L’Aquila, Italy
| | - Federico Montini
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Martina Nasello
- Neurology Unit, Department of Neurosciences, Mental Health and Sensory organs (NESMOS), Sapienza University of Rome, Rome, Italy
| | - Annacarmen Nilo
- Clinical Neurology Unit, Department of Head, Neck and Neurosciences, Santa Maria della Misericordia University Hospital, Udine, Italy
| | - Elio Prestipino
- UOSC Neuro-Stroke Unit, AORN Antonio Cardarelli, Naples, Italy
| | - Giuseppe Schirò
- Section of Neurology, Department of Biomedicine, Neurosciences and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy
| | - Silvia Sperandei
- Section of Neurology, Department of Medicine and Surgery, University of Perugia, Perugia, Italy
| | - Marinella Clerico
- Department of Clinical and Biological Sciences, University of Turin, Turin, Italy
| | - Roberta Lanzillo
- Department of Neuroscience, Reproductive Sciences and Odontostomatology, Federico II University of Naples, Naples, Italy
- Multiple Sclerosis Unit, Policlinico Federico II University Hospital, Naples, Italy
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Kesidou E, Theotokis P, Damianidou O, Boziki M, Konstantinidou N, Taloumtzis C, Sintila SA, Grigoriadis P, Evangelopoulos ME, Bakirtzis C, Simeonidou C. CNS Ageing in Health and Neurodegenerative Disorders. J Clin Med 2023; 12:2255. [PMID: 36983254 PMCID: PMC10054919 DOI: 10.3390/jcm12062255] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Revised: 03/02/2023] [Accepted: 03/13/2023] [Indexed: 03/17/2023] Open
Abstract
The process of ageing is characteristic of multicellular organisms associated with late stages of the lifecycle and is manifested through a plethora of phenotypes. Its underlying mechanisms are correlated with age-dependent diseases, especially neurodegenerative diseases such as Alzheimer's disease (AD), Parkinson's disease (PD) and multiple sclerosis (MS) that are accompanied by social and financial difficulties for patients. Over time, people not only become more prone to neurodegeneration but they also lose the ability to trigger pivotal restorative mechanisms. In this review, we attempt to present the already known molecular and cellular hallmarks that characterize ageing in association with their impact on the central nervous system (CNS)'s structure and function intensifying possible preexisting pathogenetic conditions. A thorough and elucidative study of the underlying mechanisms of ageing will be able to contribute further to the development of new therapeutic interventions to effectively treat age-dependent manifestations of neurodegenerative diseases.
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Affiliation(s)
- Evangelia Kesidou
- Laboratory of Experimental Neurology and Neuroimmunology, 2nd Department of Neurology, AHEPA University Hospital, Aristotle University of Thessaloniki, 546 36 Thessaloniki, Greece (P.T.)
- Laboratory of Physiology, Faculty of Medicine, Aristotle University of Thessaloniki, 541 24 Thessaloniki, Greece
| | - Paschalis Theotokis
- Laboratory of Experimental Neurology and Neuroimmunology, 2nd Department of Neurology, AHEPA University Hospital, Aristotle University of Thessaloniki, 546 36 Thessaloniki, Greece (P.T.)
| | - Olympia Damianidou
- Laboratory of Experimental Neurology and Neuroimmunology, 2nd Department of Neurology, AHEPA University Hospital, Aristotle University of Thessaloniki, 546 36 Thessaloniki, Greece (P.T.)
| | - Marina Boziki
- Laboratory of Experimental Neurology and Neuroimmunology, 2nd Department of Neurology, AHEPA University Hospital, Aristotle University of Thessaloniki, 546 36 Thessaloniki, Greece (P.T.)
| | - Natalia Konstantinidou
- Laboratory of Experimental Neurology and Neuroimmunology, 2nd Department of Neurology, AHEPA University Hospital, Aristotle University of Thessaloniki, 546 36 Thessaloniki, Greece (P.T.)
| | - Charilaos Taloumtzis
- Laboratory of Experimental Neurology and Neuroimmunology, 2nd Department of Neurology, AHEPA University Hospital, Aristotle University of Thessaloniki, 546 36 Thessaloniki, Greece (P.T.)
| | - Styliani-Aggeliki Sintila
- Laboratory of Experimental Neurology and Neuroimmunology, 2nd Department of Neurology, AHEPA University Hospital, Aristotle University of Thessaloniki, 546 36 Thessaloniki, Greece (P.T.)
| | - Panagiotis Grigoriadis
- Laboratory of Experimental Neurology and Neuroimmunology, 2nd Department of Neurology, AHEPA University Hospital, Aristotle University of Thessaloniki, 546 36 Thessaloniki, Greece (P.T.)
| | | | - Christos Bakirtzis
- Laboratory of Experimental Neurology and Neuroimmunology, 2nd Department of Neurology, AHEPA University Hospital, Aristotle University of Thessaloniki, 546 36 Thessaloniki, Greece (P.T.)
| | - Constantina Simeonidou
- Laboratory of Physiology, Faculty of Medicine, Aristotle University of Thessaloniki, 541 24 Thessaloniki, Greece
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Jeng B, Šilić P, Bollaert RE, Sandroff BM, Motl RW. Physical function across the lifespan in adults with multiple sclerosis: An application of the Short Physical Performance Battery. Mult Scler Relat Disord 2023; 73:104624. [PMID: 37004273 DOI: 10.1016/j.msard.2023.104624] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Revised: 03/08/2023] [Accepted: 03/17/2023] [Indexed: 03/22/2023]
Abstract
BACKGROUND Multiple sclerosis (MS) typically has its onset in early and middle adulthood, but the population is steadily becoming more dominated by older adults. One of the primary consequences of both MS and aging involves declines of lower extremity physical function and mobility. This cross-sectional study compared physical function status based on Short Physical Performance Battery (SPPB) summary and component scores between persons with MS and healthy controls across 6 age groups. We further examined associations between SPPB summary scores and component scores as well as associations between summary scores and measures of physical and cognitive function for identifying the strongest correlates of SPPB summary scores. METHODS The study involved secondary analysis of cross-sectional data from multiple studies. Ambulatory adults with MS who were relapse-free for the last 30 days were recruited, and controls were recruited based on similar criteria to adults with MS except without the diagnosis of MS or relapses. The sample of 345 persons with MS and 174 controls completed questionnaires regarding demographic and clinical information and underwent assessments of physical and cognitive function including the SPPB, 6-Minute Walk, Timed 25-Foot Walk, Symbol Digit Modalities Test, California Verbal Learning Test-Second Edition, and Brief Visuospatial Memory Test-Revised. RESULTS The two-way ANOVA indicated a main effect of MS status (F(5,500)=34.74, p<.01, η2=0.065), a main effect of age (F(1,500)=3.88, p<.01, η2=0.037), and no MS status by age interaction (F(5,500)=1.20, p=.31, η2=0.012) on SPPB scores. The bivariate correlation analysis indicated that summary SPPB scores were associated with component SPPB scores in the overall samples of persons with MS (rs=0.71 to 0.83) and controls (rs=0.42 to 0.91) as well as within most age groups of MS (rs=0.63 to 0.91) and controls (rs=0.34 to 1.00). The associations between SPPB scores and physical function outcomes were larger in the sample of persons with MS (rs=-0.72 to 0.76) than controls (rs=-0.47 to 0.48). SPPB scores were further significantly associated with scores on cognitive outcomes in persons with MS (rs=0.31 to 0.43), whereas these associations were weaker in controls (rs=0.09 to 0.32). Overall, the associations between SPPB scores and physical function outcomes were stronger than the associations between SPPB scores and cognitive function outcomes. CONCLUSION Overall, MS status and aging have additive effects on physical function, and the summary SPPB score may be driven by a specific component within each age group. SPPB scores may be driven more by mobility rather than cognition, and are consistent with cognitive-motor coupling in MS. The novelty of this study provides evidence of worsening physical function based on the application of the SPPB and its scores across the lifespan in persons with MS and controls, and this has important implications particularly given the increasing prevalence of older adults with MS.
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Affiliation(s)
- Brenda Jeng
- Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois Chicago, Chicago, IL, United States.
| | - Petra Šilić
- Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois Chicago, Chicago, IL, United States.
| | - Rachel E Bollaert
- Program in Exercise Science, Department of Physical Therapy, Marquette University, Milwaukee, WI, United States.
| | - Brian M Sandroff
- Center for Neuropsychology and Neuroscience Research, Kessler Foundation, West Orange, NJ, United States; Department of Physical Medicine and Rehabilitation, Rutgers New Jersey Medical School, Newark, NJ, United States.
| | - Robert W Motl
- Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois Chicago, Chicago, IL, United States.
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Yusuf FLA, Wijnands JMA, Karim ME, Kingwell E, Zhu F, Evans C, Fisk JD, Zhao Y, Marrie RA, Tremlett H. Sex and age differences in the Multiple Sclerosis prodrome. Front Neurol 2022; 13:1017492. [PMID: 36408518 PMCID: PMC9668896 DOI: 10.3389/fneur.2022.1017492] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Accepted: 10/04/2022] [Indexed: 08/12/2023] Open
Abstract
Background and objectives Little is known of the potential sex and age differences in the MS prodrome. We investigated sex and age differences in healthcare utilization during the MS prodrome. Methods This was a population-based matched cohort study linking administrative and clinical data from British Columbia, Canada (population = 5 million). MS cases in the 5 years preceding a first demyelinating event ("administrative cohort;" n = 6,863) or MS symptom onset ("clinical cohort;" n = 966) were compared to age-, sex- and geographically-matched controls (n = 31,865/4,534). Negative binomial and modified Poisson models were used to compare the rates of physician visits and hospitalizations per international classification of diseases chapter, and prescriptions filled per drug class, between MS cases and controls across sex and age-groups (< 30, 30-49, ≥50 years). Results In the administrative cohort, males with MS had a higher relative rate for genitourinary-related visits (males: adjusted Rate Ratio (aRR) = 1.65, females: aRR = 1.19, likelihood ratio test P = 0.02) and antivertigo prescriptions (males: aRR = 4.72, females: aRR = 3.01 P < 0.01). Injury and infection-related hospitalizations were relatively more frequent for ≥50-year-olds (injuries < 30/30-49/≥50: aRR = 1.16/1.39/2.12, P < 0.01; infections 30-49/≥50: aRR = 1.43/2.72, P = 0.03), while sensory-related visits and cardiovascular prescriptions were relatively more common in younger persons (sensory 30-49/≥50: aRR = 1.67/1.45, P = 0.03; cardiovascular < 30/30-49/≥50: aRR = 1.56/1.39/1.18, P < 0.01). General practitioner visits were relatively more frequent in males (males: aRR = 1.63, females: aRR = 1.40, P < 0.01) and ≥50-year-olds (< 30/≥50: aRR = 1.32/1.55, P = 0.02), while differences in ophthalmologist visits were disproportionally larger among younger persons, < 50-years-old (< 30/30-49/≥50: aRR = 2.25/2.20/1.55, P < 0.01). None of the sex and age-related differences in the smaller clinical cohort reached significance (P ≥ 0.05). Discussion Sex and age-specific differences in healthcare use were observed in the 5 years before MS onset. Findings demonstrate fundamental heterogeneity in the MS prodromal presentation.
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Affiliation(s)
- Fardowsa L. A. Yusuf
- Division of Neurology, Department of Medicine, The Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
| | - José M. A. Wijnands
- Division of Neurology, Department of Medicine, The Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
| | - Mohammad Ehsanul Karim
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
- Centre for Health Evaluation and Outcome Sciences, St. Paul's Hospital, Vancouver, BC, Canada
| | - Elaine Kingwell
- Division of Neurology, Department of Medicine, The Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
- Research Department of Primary Care & Population Health, University College London, London, United Kingdom
| | - Feng Zhu
- Division of Neurology, Department of Medicine, The Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
| | - Charity Evans
- College of Pharmacy and Nutrition, University of Saskatchewan, Saskatoon, SK, Canada
| | - John D. Fisk
- Nova Scotia Health and the Department of Psychiatry, Psychology & Neuroscience, and Medicine, Dalhousie University, Halifax, NS, Canada
| | - Yinshan Zhao
- Division of Neurology, Department of Medicine, The Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
| | - Ruth Ann Marrie
- Department of Internal Medicine and Community Health Sciences, Rady Faculty of Health Sciences, Max Rady College of Medicine, University of Manitoba, Health Sciences Centre, Winnipeg, MB, Canada
| | - Helen Tremlett
- Division of Neurology, Department of Medicine, The Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
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Jeng B, Šilić P, Huynh TLT, Motl RW. Sedentary Behavior and Lower-Extremity Physical Function across the Lifespan of Adults with Multiple Sclerosis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:12466. [PMID: 36231766 PMCID: PMC9566509 DOI: 10.3390/ijerph191912466] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Revised: 09/23/2022] [Accepted: 09/27/2022] [Indexed: 06/16/2023]
Abstract
One outcome of aging with multiple sclerosis (MS) involves the decline in physical function, including compromised balance, reduced walking speed, and lower-extremity strength. Sedentary behavior, the other end of the activity continuum, may be targeted for improvements in physical function among adults with MS, but less is known about the relationship between sedentary behavior and physical function with increasing age in MS. This study examined the associations between device-measured volume and pattern of sedentary behavior and physical function based on SPPB (Short Physical Performance Battery) of ambulatory persons with MS across the lifespan. We categorized participants (N = 216) into young (20-39 years), middle-aged (40-59 years), and older (60-79 years) age groups. Participants completed the SPPB during a single visit to the laboratory and wore an accelerometer for a 7-day period. The one-way analysis of variance indicated no differences in volume and pattern of sedentary behavior among the three age groups, except for average sedentary bout length. Spearman bivariate correlations indicated that pattern, but not volume, of sedentary behavior was associated with physical function in young, middle-aged, and older adults, and the magnitude of these associations varied by age group. Future interventions may reduce and break up prolonged periods of sedentary behavior for improvements in physical function and possibly other consequences in persons with MS.
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Affiliation(s)
- Brenda Jeng
- Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois Chicago, Chicago, IL 60612, USA
| | - Petra Šilić
- Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois Chicago, Chicago, IL 60612, USA
| | - Trinh L. T. Huynh
- Department of Physical Therapy, School of Health Professions, The University of Alabama at Birmingham, Birmingham, AL 35223, USA
| | - Robert W. Motl
- Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois Chicago, Chicago, IL 60612, USA
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40
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Ng HS, Zhu F, Kingwell E, Yao S, Ekuma O, Evans C, Fisk JD, Marrie RA, Zhao Y, Tremlett H. Disease-Modifying Drugs for Multiple Sclerosis and Association With Survival. NEUROLOGY(R) NEUROIMMUNOLOGY & NEUROINFLAMMATION 2022; 9:9/5/e200005. [PMID: 35701187 PMCID: PMC9210547 DOI: 10.1212/nxi.0000000000200005] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Accepted: 04/22/2022] [Indexed: 05/31/2023]
Abstract
BACKGROUND AND OBJECTIVES We examined the association between the disease-modifying drugs (DMDs) for multiple sclerosis (MS) and survival in a multiregion population-based study. METHODS We accessed multiple administrative health databases from 4 Canadian provinces. Persons with MS were identified and followed from the most recent of the first MS or demyelinating event or January 1, 1996 (index date), until death, emigration, or December 31, 2017. Association between the first-generation and second-generation DMDs and all-cause mortality was examined using stratified Cox proportional hazard models, reported as adjusted hazard ratios (aHRs). Timing of DMD initiation was explored, with findings reported at 2, 5, or 10 years postindex date, representing very early, early, or late initiation. RESULTS We identified 35,894 persons with MS; 72% were female. The mean age at index date was 44.5 years (SD = 13.6). The total person-years of follow-up while DMD-exposed was 89,180, and total person-years while unexposed was 342,217. Compared with no exposure, exposure to any DMD or to any first-generation DMD was associated with a 26% lower hazard of mortality (both aHRs 0.74; 95% CI 0.56-0.98), while any second-generation DMD exposure was associated with a 33% lower hazard (aHR 0.67; 95% CI 0.46-0.98). Earlier DMD initiation (beta-interferon or glatiramer acetate vs no exposure) was associated with a significant mortality effect (p < 0.05), while later initiation was not (95% CIs included 1). However, the survival advantage with earlier initiation diminished over time, no longer reaching statistical significance at 15 years postindex date. DISCUSSION Our study demonstrates an association between the DMDs for MS and improved survival in the real-world setting.
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41
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Emami Kazemabad MJ, Asgari Toni S, Tizro N, Dadkhah PA, Amani H, Akhavan Rezayat S, Sheikh Z, Mohammadi M, Alijanzadeh D, Alimohammadi F, Shahrokhi M, Erabi G, Noroozi M, Karimi MA, Honari S, Deravi N. Pharmacotherapeutic potential of pomegranate in age-related neurological disorders. Front Aging Neurosci 2022; 14:955735. [PMID: 36118710 PMCID: PMC9476556 DOI: 10.3389/fnagi.2022.955735] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2022] [Accepted: 07/13/2022] [Indexed: 11/24/2022] Open
Abstract
Age-related neurological disorders [AND] include neurodegenerative diseases [NDDs] such as Alzheimer's disease [AD] and Parkinson's disease [PD], which are the most prevalent types of dementia in the elderly. It also includes other illnesses such as migraine and epilepsy. ANDs are multifactorial, but aging is their major risk factor. The most frequent and vital pathological features of AND are oxidative stress, inflammation, and accumulation of misfolded proteins. As AND brain damage is a significant public health burden and its incidence is increasing, much has been done to overcome it. Pomegranate (Punica granatum L.) is one of the polyphenol-rich fruits that is widely mentioned in medical folklore. Pomegranate is commonly used to treat common disorders such as diarrhea, abdominal pain, wound healing, bleeding, dysentery, acidosis, microbial infections, infectious and noninfectious respiratory diseases, and neurological disorders. In the current review article, we aimed to summarize the data on the pharmacotherapeutic potentials of pomegranate in ANDs.
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Affiliation(s)
| | - Sara Asgari Toni
- Student Research Committee, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Neda Tizro
- School of Medicine, Guilan University of Medical Sciences, Rasht, Iran
| | - Parisa Alsadat Dadkhah
- Student Research Committee, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Hanieh Amani
- Student Research Committee, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Shima Akhavan Rezayat
- Student Research Committee, Faculty of Medicine, Islamic Azad University of Mashhad, Mashhad, Iran
| | - Zahra Sheikh
- Student Research Committee, School of Medicine, Babol University of Medical Sciences, Babol, Iran
| | - Mohammad Mohammadi
- Student Research Committee, School of Medicine, Shahid Sadoughi University of Medical Sciences, Yazd, Iran
| | - Dorsa Alijanzadeh
- Student Research Committee, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Farnoosh Alimohammadi
- Student Research Committee, School of Dentistry, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | | | - Gisou Erabi
- Student Research Committee, Urmia University of Medical Sciences, Urmia, Iran
| | - Masoud Noroozi
- Department of Biomedical Engineering, Faculty of Engineering, University of Isfahan, Isfahan, Iran
| | - Mohammad Amin Karimi
- School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Sara Honari
- Student Research Committee, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Niloofar Deravi
- Student Research Committee, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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42
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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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McMurran CE, Mukherjee T, Brown JWL, Michell AW, Chard DT, Franklin RJM, Coles AJ, Cunniffe NG. Remyelination in humans due to a retinoid-X receptor agonist is age-dependent. Ann Clin Transl Neurol 2022; 9:1090-1094. [PMID: 35587315 PMCID: PMC9268872 DOI: 10.1002/acn3.51595] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Revised: 04/27/2022] [Accepted: 05/10/2022] [Indexed: 11/21/2022] Open
Abstract
Remyelination efficiency declines with advancing age in animal models, but this has been harder to demonstrate in people with multiple sclerosis. We show that bexarotene, a putatively remyelinating retinoid‐X receptor agonist, shortened the visual evoked potential latency in patients with chronic optic neuropathy aged under 42 years only (with the effect diminishing by 0.45 ms per year of age); and increased the magnetization transfer ratio of deep gray matter lesions in those under 43 years only. Addressing this age‐related decline in human remyelination capacity will be an important step in the development of remyelinating therapies that work across the lifespan.
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Affiliation(s)
| | - Trisha Mukherjee
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
| | - James W L Brown
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK.,NMR Research Unit, Queen Square Multiple Sclerosis Centre, Department of Neuroinflammation, University College London (UCL) Queen Square Institute of Neurology, London, UK.,Clinical Outcomes Research Unit (CORe), University of Melbourne, Melbourne, Australia
| | - Andrew W Michell
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
| | - Declan T Chard
- NMR Research Unit, Queen Square Multiple Sclerosis Centre, Department of Neuroinflammation, University College London (UCL) Queen Square Institute of Neurology, London, UK.,National Institute for Health Research (NIHR), University College London Hospitals (UCLH) Biomedical Research Centre, UK
| | - Robin J M Franklin
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK.,Wellcome-MRC Cambridge Stem Cell Institute, University of Cambridge, Cambridge, UK
| | - Alasdair J Coles
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
| | - Nick G Cunniffe
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
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44
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Lane J, Ng HS, Poyser C, Lucas RM, Tremlett H. Multiple sclerosis incidence: A systematic review of change over time by geographical region. Mult Scler Relat Disord 2022; 63:103932. [DOI: 10.1016/j.msard.2022.103932] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 02/25/2022] [Accepted: 05/28/2022] [Indexed: 11/28/2022]
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45
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Carlson AM, Sollero CV, Nair KV, Sillau S, Wu Q, Gyang T, Li Z, Armstrong MJ. Prevalence of multiple sclerosis and treatment utilization in a large, highly diverse population. Mult Scler Relat Disord 2022; 61:103784. [DOI: 10.1016/j.msard.2022.103784] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Revised: 02/16/2022] [Accepted: 03/28/2022] [Indexed: 10/18/2022]
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46
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Marrie RA, Fisk JD, Walld R, Bolton JM, Sareen J, Patten SB, Singer A, Lix LM, Hitchon CA, El-Gabalawy R, Katz A, Marriott JJ, Bernstein CN. Use of Benzodiazepines and Z-Drugs in Multiple Sclerosis. Front Neurol 2022; 13:874724. [PMID: 35493810 PMCID: PMC9049992 DOI: 10.3389/fneur.2022.874724] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2022] [Accepted: 03/22/2022] [Indexed: 11/30/2022] Open
Abstract
Objective Use of benzodiazepines and Z-drugs (non-benzodiazepine sedative hypnotics) is controversial due to adverse health outcomes in the general population. However, little is known about their use in people with multiple sclerosis (MS). We estimated the incidence and prevalence of benzodiazepine and Z-drug use (jointly BZD) in the MS population as compared to an age-, sex- and geographically-matched population without MS, and examined the association of mood/anxiety disorders with the use of BZD over a twenty-year period. Methods Using administrative data from Manitoba, Canada, we identified 2,985 persons with incident MS and 14,891 persons without MS matched 5:1 on sex, birth year and region. We applied validated case definitions to identify persons with any mood/anxiety disorder. Dispensations of BZD were identified. To assess the association between MS, mood/anxiety disorders and BZD use we constructed generalized linear models adjusting for age, sex, index year, socioeconomic status, urban/rural residence, physical comorbidities, and health care use. We also examined patterns of BZD use. Results In 2016, the crude incidence of benzodiazepine use in the MS cohort was 2.10% (95%CI: 1.43–2.98%), 1.49-fold higher than in the non-MS cohort (1.41%; 95%CI: 1.18–1.67%). The crude incidence of Z-drug use in the MS cohort was 1.77% (95%CI: 1.20–2.51%), 1.78-fold higher than in the non-MS cohort (0.99%; 95%CI: 0.81–1.21%). After adjusting for covariates, among individuals without an active mood/anxiety disorder, the MS cohort had a 39% increased incidence rate of benzodiazepine use and a 72% increased incidence rate of Z-drug use as compared to the non-MS cohort. Among individuals with an active mood/anxiety disorder, the incidence of BZD use did not differ between the MS and non-MS cohorts. A higher proportion of people with MS used BZD for ≥6 months than people without MS. Conclusion Use of BZD is more common in people with MS than in general population controls, and use of these agents is in persons with MS is often chronic.
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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
- *Correspondence: Ruth Ann Marrie
| | - John D. Fisk
- Nova Scotia Health and the Departments of Psychiatry, Psychology and Neuroscience, and Medicine, Dalhousie University, Halifax, NS, Canada
| | - Randy Walld
- Manitoba Centre for Health Policy, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - James M. Bolton
- Department of Psychiatry, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Jitender Sareen
- Department of Psychiatry, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Scott B. Patten
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Alexander Singer
- Department of Family Medicine, 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
| | - Carol A. Hitchon
- Department of Internal Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Renée El-Gabalawy
- Department of Clinical Health Psychology, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
- Department of Anesthesiology, Perioperative Medicine and Pain, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Alan Katz
- Nova Scotia Health and the Departments of Psychiatry, Psychology and Neuroscience, and Medicine, Dalhousie University, Halifax, NS, Canada
- Manitoba Centre for Health Policy, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
- Department of Family Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - James J. Marriott
- Department of Internal Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Charles N. Bernstein
- Department of Internal Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
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Kearns PKA. Prevention of MS Requires Intervention on the Causes of the Disease: Reconciling Genes, Epigenetics, and Epstein Barr Virus. Front Neurol 2022; 13:817677. [PMID: 35273557 PMCID: PMC8902355 DOI: 10.3389/fneur.2022.817677] [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: 11/18/2021] [Accepted: 01/13/2022] [Indexed: 11/28/2022] Open
Abstract
Prevention of multiple sclerosis requires intervention on modifiable causes of the condition making it necessary to establish what those causes are. MS is often stated to be a polygenic disease, with causal contributions from environmental factors and gene-environment interactions, implying an additive and independent relationship of these factors. Mechanistically there are no independent contributions of genes or environmental factors to traits. This model is unrealistic but still useful and underlies the concept of heritability, a foundational parameter in population genetics. However, it perpetuates a debate on an irreconcilable dichotomy about whether MS is primarily genetic or environmental. In particular, epidemiological evidence now exists for a causal, possibly even necessary, role for Epstein Barr Virus in MS. The additive model makes it unintuitive to reconcile MS as a genetic disease but also independently a viral illness. In this perspective it is argued that starting from a realistic interaction only model, based on broadly accepted biological premises, and working forward to explain why the classical additive model gives useful results, there is actually no paradox. An integrated approach using population genetic studies, immunology and molecular virology offers a particularly promising route to establish the elusive role of EBV in MS pathology, as EBV is a large and complex virus and its latency, dysregulated in most EBV-related pathologies, is hard to study in vivo. This approach may offer a route to prevention of MS altogether.
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Affiliation(s)
- Patrick K A Kearns
- Chromatin Lab, MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, United Kingdom.,Anne Rowling Regenerative Neurology Clinic, Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, United Kingdom.,Department of Clinical Neurosciences (Neurology), Royal Infirmary of Edinburgh, NHS Lothian, Edinburgh, United Kingdom
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48
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Graf J, Ng HS, Zhu F, Zhao Y, Wijnands JM, Evans C, Fisk JD, Marrie RA, Tremlett H. Emergency department use by persons with MS: A population-based descriptive study with a focus on infection-related visits. Mult Scler 2022; 28:1825-1828. [PMID: 35232298 PMCID: PMC9442277 DOI: 10.1177/13524585221078497] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
We described emergency department (ED) visits (all visits and infection-related)
by persons with multiple sclerosis (MS) in British Columbia, Canada (1 April
2012 to 31 December 2017). We identified 15,350 MS cases using health
administrative data; 73.4% were women, averaging 51.4 years at study entry. Over
4.9 years of follow-up (mean), 56.0% of MS cases visited an ED (mean = 0.6
visits/person/year; total = 37,072 visits). A diagnosis was documented for
25,698 (69.3%) ED visits, and 18.4% (4725/25,698) were infection-related.
Inpatient admissions were reported for 20.4% (5238/25,698) of all and 29.2%
(1380/4725) of infection-related ED visits. Findings suggest that the ED plays a
substantial role in MS healthcare and infection management.
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Affiliation(s)
- Jonas Graf
- Division of Neurology, Department of Medicine, Faculty of Medicine, Djavad Mowafaghian Centre for Brain Health, UBC Hospital, The University of British Columbia, Vancouver, BC, Canada
| | - Huah Shin Ng
- Division of Neurology, Department of Medicine, Faculty of Medicine, Djavad Mowafaghian Centre for Brain Health, UBC Hospital, The University of British Columbia, Vancouver, BC, Canada
| | - Feng Zhu
- Division of Neurology, Department of Medicine, Faculty of Medicine, Djavad Mowafaghian Centre for Brain Health, UBC Hospital, The University of British Columbia, Vancouver, BC, Canada
| | - Yinshan Zhao
- Division of Neurology, Department of Medicine, Faculty of Medicine, Djavad Mowafaghian Centre for Brain Health, UBC Hospital, The University of British Columbia, Vancouver, BC, Canada
| | - José Ma Wijnands
- Division of Neurology, Department of Medicine, Faculty of Medicine, Djavad Mowafaghian Centre for Brain Health, UBC Hospital, The University of British Columbia, Vancouver, BC, Canada
| | - Charity Evans
- College of Pharmacy and Nutrition, University of Saskatchewan, Saskatoon, SK, Canada
| | - John D Fisk
- Nova Scotia Health Authority, Departments of Psychiatry, Psychology and Neuroscience, and Medicine, Dalhousie University, Halifax, NS, Canada
| | - 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
| | - Helen Tremlett
- Division of Neurology, Department of Medicine, Faculty of Medicine, Djavad Mowafaghian Centre for Brain Health, UBC Hospital, The University of British Columbia, Vancouver, BC, Canada
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Ng HS, Graf J, Zhu F, Kingwell E, Aktas O, Albrecht P, Hartung HP, Meuth SG, Evans C, Fisk JD, Marrie RA, Zhao Y, Tremlett H. Disease-Modifying Drug Uptake and Health Service Use in the Ageing MS Population. Front Immunol 2022; 12:794075. [PMID: 35095869 PMCID: PMC8792855 DOI: 10.3389/fimmu.2021.794075] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Accepted: 12/24/2021] [Indexed: 11/13/2022] Open
Abstract
Background Evidence regarding the efficacy or effectiveness of the disease-modifying drugs (DMDs) in the older multiple sclerosis (MS) population is scarce. This has contributed to a lack of evidence-based treatment recommendations for the ageing MS population in practice guidelines. We examined the relationship between age (<55 and ≥55 years), DMD exposure and health service use in the MS population. Methods We conducted a population-based observational study using linked administrative health data from British Columbia, Canada. We selected all persons with MS and followed from the most recent of their first MS or demyelinating event, 18th birthday or 01-January-1996 (index date) until the earliest of emigration, death or 31-December-2017 (study end). We assessed DMD exposure status over time, initially as any versus no DMD, then by generation (first or second) and finally by each individual DMD. Age-specific analyses were conducted with all-cause hospitalizations and number of physician visits assessed using proportional means model and negative binomial regression with generalized estimating equations. Results We included 19,360 persons with MS (72% were women); 10,741/19,360 (56%) had ever reached their 55th birthday. Person-years of follow-up whilst aged <55 was 132,283, and 93,594 whilst aged ≥55. Any DMD, versus no DMD in the <55-year-olds was associated with a 23% lower hazard of hospitalization (adjusted hazard ratio, aHR0.77; 95%CI 0.72-0.82), but not in the ≥55-year-olds (aHR0.95; 95%CI 0.87-1.04). Similar patterns were observed for the first and second generation DMDs. Exposure to any (versus no) DMD was not associated with rates of physician visits in either age group (<55 years: adjusted rate ratio, aRR1.02; 95%CI 1.00-1.04 and ≥55 years: aRR1.00; 95%CI 0.96-1.03), but variation in aRR was observed across the individual DMDs. Conclusion Our study showed beneficial effects of the DMDs used to treat MS on hospitalizations for those aged <55 at the time of exposure. In contrast, for individuals ≥55 years of age exposed to a DMD, the hazard of hospitalization was not significantly lowered. Our study contributes to the broader understanding of the potential benefits and risks of DMD use in the ageing MS population.
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Affiliation(s)
- Huah Shin Ng
- Department of Medicine, Division of Neurology and the Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
| | - Jonas Graf
- Department of Medicine, Division of Neurology and the Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada.,Department of Neurology, Medical Faculty, University Hospital, Heinrich-Heine-University, Düsseldorf, Germany
| | - Feng Zhu
- Department of Medicine, Division of Neurology and the Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
| | - Elaine Kingwell
- Department of Medicine, Division of Neurology and the Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada.,Research Department of Primary Care & Population Health, University College London, London, United Kingdom
| | - Orhan Aktas
- Department of Neurology, Medical Faculty, University Hospital, Heinrich-Heine-University, Düsseldorf, Germany
| | - Philipp Albrecht
- Department of Neurology, Medical Faculty, University Hospital, Heinrich-Heine-University, Düsseldorf, Germany
| | - Hans-Peter Hartung
- Department of Neurology, Medical Faculty, University Hospital, Heinrich-Heine-University, Düsseldorf, Germany.,Brain and Mind Centre, University of Sydney, Sydney, NSW, Australia.,Department of Neurology, Medical University of Vienna, Vienna, Austria.,Department of Neurology, Palacky University in Olomouc, Olomouc, Czechia
| | - Sven G Meuth
- Department of Neurology, Medical Faculty, University Hospital, Heinrich-Heine-University, Düsseldorf, Germany
| | - Charity Evans
- College of Pharmacy and Nutrition, University of Saskatchewan, Saskatoon, SK, Canada
| | - John D Fisk
- Nova Scotia Health Authority and the Departments of Psychiatry, Psychology and Neuroscience, and Medicine, Dalhousie University, Halifax, NS, Canada
| | - 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
| | - Yinshan Zhao
- Department of Medicine, Division of Neurology and the Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
| | - Helen Tremlett
- Department of Medicine, Division of Neurology and the Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
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Mahmoudi E, Sadaghiyani S, Lin P, Kamdar N, Norcott A, Peterson MD, Meade MA. Diagnosis of Alzheimer's disease and related dementia among people with multiple sclerosis: Large cohort study, USA. Mult Scler Relat Disord 2022; 57:103351. [PMID: 35158460 DOI: 10.1016/j.msard.2021.103351] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Revised: 09/23/2021] [Accepted: 10/24/2021] [Indexed: 12/26/2022]
Abstract
BACKGROUND Alzheimer's disease and related dementia (ADRD) and multiple sclerosis (MS) are two neurodegenerative diseases with some shared pathophysiological characteristics. While the salient attribute of ADRD is a progressive decline in cognitive function, MS is mainly known for causing physical weakness, vision loss, and muscle stiffness. Progressive cognitive decline, however, is not uncommon among MS patients, and many case reports of MS were indicative of ADRD coexistence. Due to a lack of large epidemiological studies on this topic, we aimed to examine time to diagnosis of and adjusted hazard for ADRD using administrative claims data, comparing adults with and without MS. METHODS Using 2007-2017 private claims data from Optum Clinformatics Data Mart in the U.S., we identified adults (45+) with a MS diagnosis (n = 6151) as well as adults without MS for comparison (n = 916,143). We propensity score matched people with MS with those without (n = 6025) using age, sex, race/ethnicity, chronic conditions including cardiometabolic, psychologic, and musculoskeletal, U.S. Census Division, and socioeconomic variables. In addition to incidence estimates of ADRD diagnosis compared at 4-years, survival models were utilized to quantify unadjusted, fully adjusted, and adjusted propensity-matched hazard ratios. RESULTS Unmatched data revealed that incidence of early-onset ADRD diagnosis was 7 times higher among adults 45-64 years old with MS (1.4%) compared to those without (0.2%); among older adults (65+) with MS, incident ADRD was 4.0% compared to 3.3% among those without MS. Adjusted survival models indicated that adults with MS had a substantially high risk for early-onset ADRD diagnosis (among 45-64 years old: unmatched hazard ratio (HR): 4.25 (95% CI: 3.40 -5.32), matched HR: 4.49 (95% CI:2.62-7.69); among 65+ years old: unmatched HR: 1.39 (95% CI: 1.22, 1.58), matched HR: 1.26 (1.04, 1.54)). CONCLUSIONS Individuals with MS had a greater incidence of and risk for early- and late-onset ADRD diagnosis compared to those without MS. It is not clear whether this greater risk is due to an accelerated dementia risk or at least partially due to clinical misdiagnosis. Advancements in the development of clinical and imaging biomarkers should be more commonly used in clinical settings to facilitate future research on this topic.
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Affiliation(s)
- Elham Mahmoudi
- Department of Family Medicine, Michigan Medicine, University of Michigan, USA; Institute for Healthcare Policy and Innovation, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA.
| | - Shima Sadaghiyani
- Department of Psychiatry-Neuropsychology, Michigan Medicine, University of Michigan, USA
| | - Paul Lin
- Institute for Healthcare Policy and Innovation, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Neil Kamdar
- Institute for Healthcare Policy and Innovation, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA; Department of Physical Medicine and Rehabilitation, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA; Department of Obstetrics and Gynecology, Michigan Medicine, University of Michigan, USA; Department of Emergency Medicine, Michigan Medicine, University of Michigan, USA; Department of Surgery, Michigan Medicine, University of Michigan, USA
| | - Alexandra Norcott
- Department of Internal Medicine, Division of Geriatric and Palliative Medicine, Michigan Medicine, University of Michigan, USA; Department of Internal Medicine, GRECC, Ann Arbor Veterans Affairs Healthcare System, USA
| | - Mark D Peterson
- Institute for Healthcare Policy and Innovation, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA; Department of Physical Medicine and Rehabilitation, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Michelle A Meade
- Institute for Healthcare Policy and Innovation, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA; Department of Physical Medicine and Rehabilitation, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA
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