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Hurani M, Lavi I, Bloch S, Golan D. The prevalence of multiple sclerosis in Israel based on validation of a health care organization database. Sci Rep 2024; 14:25070. [PMID: 39443627 PMCID: PMC11499638 DOI: 10.1038/s41598-024-76282-4] [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: 06/12/2024] [Accepted: 10/11/2024] [Indexed: 10/25/2024] Open
Abstract
In Israel there is no registry of multiple sclerosis (MS), thus the prevalence of MS is unknown. Clalit Health Services (CHS) is Israel's largest health care organization. We have developed an algorithm to identify people with MS (PwMS) using CHS database and validated it against a gold-standard diagnosis by expert neurologists. People with a possible diagnosis of MS were identified in CHS database according to ICD-9 code or dispense of MS specific disease modifying treatment (DMT). The electronic medical records (EMRs) of a random sample of 25% of this population, stratified by age and sex were examined to determine positive predictive value (PPV). Another age- and sex- stratified random sample of 15% of pwMS under our care were searched in CHS database to determine database sensitivity (Sn). Finally, a random sample of 40% of people without MS were searched in CHS database to evaluate database specificity (Sp). The best case definition to retrieve pwMS was ICD-9 code 340 as an established diagnosis or at least one dispense of a DMT (PPV = 87%, Sn = 92%, Sp = 90%). Using this definition the prevalence of MS in Israel was 68, 82 and 95 per 100,000 population by the end of 2011, 2016 and 2021, respectively. The prevalence of MS in Israel is rising, in line with the worldwide trend.
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Affiliation(s)
- Maha Hurani
- Multiple Sclerosis and Neuroimmunology Center, Department of Neurology, Lady Davis Carmel Medical Center, 7 Mikhal St, Haifa, 3436212, Israel
| | - Idit Lavi
- Department of Community Medicine and Epidemiology, Lady Davis Carmel Medical Center, Haifa, Israel
| | - Sivan Bloch
- Multiple Sclerosis and Neuroimmunology Center, Department of Neurology, Lady Davis Carmel Medical Center, 7 Mikhal St, Haifa, 3436212, Israel
- Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
| | - Daniel Golan
- Multiple Sclerosis and Neuroimmunology Center, Department of Neurology, Lady Davis Carmel Medical Center, 7 Mikhal St, Haifa, 3436212, Israel.
- Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel.
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Yazdan Panah M, Vaheb S, Moases Ghaffary E, Shaygannejad V, Zabeti A, Mirmosayyeb O. Bone loss and fracture in people with multiple sclerosis: A systematic review and meta-analysis. Mult Scler Relat Disord 2024; 90:105773. [PMID: 39068819 DOI: 10.1016/j.msard.2024.105773] [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: 05/22/2024] [Revised: 06/29/2024] [Accepted: 07/14/2024] [Indexed: 07/30/2024]
Abstract
BACKGROUND People with multiple sclerosis (PwMS) exhibit reduced bone mineral density (BMD) across several anatomical regions. Studies have indicated that PwMS are at a heightened risk of fractures due to decreased BMD and increased prevalence of osteopenia and osteoporosis. This study aimed to investigate the prevalence and risk of osteopenia, osteoporosis, and fracture among PwMS. METHODS Relevant studies were identified through comprehensive searches of databases (PubMed/MEDLINE, Scopus, Embase, and Web of Science) from January 1, 2000, to January 21, 2024. R software version 4.4.0 and random-effects models were employed to estimate the pooled prevalence, odds ratio (OR), and risk ratio (RR) of osteopenia, osteoporosis, and fracture among PwMS, along with their respective 95 % confidence intervals (CIs). RESULTS From a total of 2039 articles, 51 studies with 1,503,785 PwMS met our inclusion criteria. The pooled prevalence of osteopenia, osteoporosis, and overall fracture among PwMS was 41.41 % (95 % CI: 36.14% to 46.69 %, I2=97 %), 14.21 % (95 % CI: 10.75 % to 17.68 %, I2=99 %), and 12.84 % (95 % CI: 8.49 % to 17.19 %, I2 = 100 %), respectively. The likelihood of osteopenia (OR=2.02, 95 % CI: 1.46 to 2.8, p-value<0.01, I2=17 %) and osteoporosis (OR=1.71, 95 % CI: 1.27 to 2.31, p-value<0.01, I2=74 %), as well as the probability of overall fracture (RR=1.86, 95 % CI: 1.61 to 2.14, p-value<0.01, I2=74 %) were significantly higher in PwMS than healthy controls (HCs). CONCLUSION PwMS were at a substantially increased risk of developing osteopenia (2-fold), osteoporosis (1.7-fold), and overall fractures (1.9-fold). Well-designed studies are needed to explore these associations further.
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Affiliation(s)
- Mohammad Yazdan Panah
- Student Research Committee, Shahrekord University of Medical Sciences, Shahrekord, Iran; Isfahan Neurosciences Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Saeed Vaheb
- Isfahan Neurosciences Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Elham Moases Ghaffary
- Isfahan Neurosciences Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Vahid Shaygannejad
- Isfahan Neurosciences Research Center, Isfahan University of Medical Sciences, Isfahan, Iran; Department of Neurology, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Aram Zabeti
- Department of Neurology, University of Cincinnati, Cincinnati, OH, United States
| | - Omid Mirmosayyeb
- Isfahan Neurosciences Research Center, Isfahan University of Medical Sciences, Isfahan, Iran; Department of Neurology, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran.
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Leung MWY, Bazelier MT, Souverein PC, Uitdehaag BMJ, Klungel OH, Leufkens HGM, Pajouheshnia R. Mapping the risk of infections in patients with multiple sclerosis: A multi-database study in the United Kingdom Clinical Practice Research Datalink GOLD and Aurum. Mult Scler 2022; 28:1808-1818. [PMID: 35575214 PMCID: PMC9442628 DOI: 10.1177/13524585221094218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Revised: 02/18/2022] [Accepted: 03/21/2022] [Indexed: 11/15/2022]
Abstract
BACKGROUND People with multiple sclerosis (pwMS) have an increased risk of infections; risk factors include underlying disease, physical impairment and use of some disease-modifying treatments. OBJECTIVE To quantify changes in population-level infection rates among pwMS and compare these to the general population and people with rheumatoid arthritis (pwRA), and identify patient characteristics predictive of infections after MS diagnosis. METHODS We conducted a multi-database study using data on 23,226 people with MS diagnosis from the UK Clinical Practice Research Datalink Aurum and GOLD (January 2000-December 2020). PwMS were matched to MS-free controls and pwRA. We calculated infection rates, and estimated incidence rate ratios (IRR) and 95% confidence intervals (CI) of predictors for infections ⩽ 5 years after MS diagnosis using Poisson regression. RESULTS Among pwMS, overall infection rates remained stable - 1.51-fold (1.49-1.52) that in MS-free controls and 0.87-fold (0.86-0.88) that in pwRA - although urinary tract infection rate per 1000 person-years increased from 98.7 (96.1-101) (2000-2010) to 136 (134-138) (2011-2020). Recent infection before MS diagnosis was most predictive of infections (1 infection: IRR 1.92 (1.86-1.97); ⩾2 infections: IRR 3.00 (2.89-3.10)). CONCLUSION The population-level elevated risk of infection among pwMS has remained stable despite the introduction of disease-modifying treatments.
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Affiliation(s)
- Melissa WY Leung
- Division of Pharmacoepidemiology & Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences (UIPS), Department of Pharmaceutical Sciences, Faculty of Science, Utrecht University, Utrecht, The Netherlands
| | - Marloes T Bazelier
- Division of Pharmacoepidemiology & Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences (UIPS), Department of Pharmaceutical Sciences, Faculty of Science, Utrecht University, Utrecht, The Netherlands
| | - Patrick C Souverein
- Division of Pharmacoepidemiology & Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences (UIPS), Department of Pharmaceutical Sciences, Faculty of Science, Utrecht University, Utrecht, The Netherlands
| | - Bernard MJ Uitdehaag
- Department of Neurology, Amsterdam Neuroscience, VUmc MS Center Amsterdam, VU University Medical Center, Amsterdam, The Netherlands
| | - Olaf H Klungel
- Division of Pharmacoepidemiology & Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences (UIPS), Department of Pharmaceutical Sciences, Faculty of Science, Utrecht University, Utrecht, The Netherlands
| | - Hubert GM Leufkens
- Division of Pharmacoepidemiology & Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences (UIPS), Department of Pharmaceutical Sciences, Faculty of Science, Utrecht University, Utrecht, The Netherlands
| | - Romin Pajouheshnia
- Division of Pharmacoepidemiology & Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences (UIPS), Department of Pharmaceutical Sciences, Faculty of Science, Utrecht University, Utrecht, The Netherlands
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Butzkueven H, Moore N, Aydemir A, Sõnajalg J, Bezemer I, Korhonen P, Sabidó M. The CLARION study design and status update: a long-term, registry-based study evaluating adverse events of special interest in patients with relapsing multiple sclerosis newly started on cladribine tablets. Curr Med Res Opin 2022; 38:1167-1176. [PMID: 35357268 DOI: 10.1080/03007995.2022.2059977] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
OBJECTIVE To describe the design of the CLARION post-approval safety study (EU PAS Register number, EUPAS24484) and provide a status update, including characteristics of patients included up to 1 May 2021. METHODS CLARION aims to further evaluate adverse events of special interest in patients who are newly initiating treatment with cladribine tablets for relapsing multiple sclerosis (MS). The study population consists of two cohorts: patients newly initiating cladribine tablets (cladribine cohort) and patients newly initiating oral fingolimod tablets (comparator fingolimod cohort), with an aim to include 8000 patients (4000 patients per cohort). The study relies on secondary use of data from pre-existing MS registries/data sources (except in Germany, where primary data collection is performed). The study is projected to last 15 years, with an anticipated 5-year inclusion period. Study outcomes are: malignancies; severe infections; tuberculosis; progressive multifocal leukoencephalopathy; other opportunistic infections; herpes zoster; severe lymphopenia (Grade ≥ 3); and treatment discontinuation. RESULTS As of 1 May 2021, 2393 patients were included in CLARION from seven participating MS registries/data sources (cladribine cohort, n = 1266; fingolimod cohort, n = 1127). The majority of patients are female (cladribine cohort, 72.5%; fingolimod cohort, 68.0%), with mean age at onset of MS of 31.5 years for the cladribine cohort and 30.9 years for the fingolimod cohort. The majority of patients in both cohorts had relapsing MS (cladribine cohort, 92.1%; fingolimod cohort, 93.5%). CONCLUSION By providing further information on adverse events of special interest during long-term follow-up, CLARION will assist neurologists and patients regarding treatment decision-making for management of relapsing MS.
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Affiliation(s)
- Helmut Butzkueven
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Australia
- The Alfred Hospital, Melbourne, Australia
| | - Nicholas Moore
- Bordeaux PharmacoEpi (BPE), Université de Bordeaux, Bordeaux, France
| | - Aida Aydemir
- Global Biostatistics, EMD Serono Research & Development Institute, Inc, Billerica, MA, USA (an affiliate of Merck KGaA)
| | | | - Irene Bezemer
- Global Epidemiology and Outcomes Research, IQVIA, Amsterdam, The Netherlands
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Schorr EM, Kurz D, Rossi KC, Zhang M, Yeshokumar AK, Jette N, Dhamoon MS. Depression readmission risk is elevated in multiple sclerosis compared to other chronic illnesses. Mult Scler 2021; 28:139-148. [PMID: 34787004 DOI: 10.1177/13524585211051316] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
OBJECTIVE Assess readmissions for depression or suicide attempt (SA) after MS admission versus other chronic inflammatory illnesses. METHODS This retrospective cohort study identified MS, asthma, rheumatoid arthritis (RA), depression, and SA in the 2013 National Readmissions Database by International Classification of Diseases codes. Index admissions (MS, n = 7698; asthma, n = 93,590; RA, n = 3685) and depression or SA readmission rates were analyzed. Hazard ratios (HRs) estimated 1-year depression/SA readmission hazard, comparing MS to asthma or RA, adjusting for age, sex, psychiatric comorbidity, substance abuse, tobacco use, income, and index hospitalization characteristics. RESULTS MS had more baseline depression (24.7%) versus asthma (15.6%) and RA (14.6%). Ninety-day depression readmission rate was higher in MS (0.5%) than asthma (0.3%) and RA (0.03%). Depression readmission HR was higher after MS admission versus asthma (HR = 1.37, 95% confidence interval (CI) = 1.00-1.86, p = 0.0485) and RA (HR = 4.68, 95% CI = 1.60-13.62, p = 0.0047). HR was not different for SA readmission across groups. Depression readmission HR was more than double in MS patients with psychiatric disease or substance abuse versus RA or asthma patients with either comorbidity. CONCLUSION Depression readmission risk after MS hospitalization was elevated versus asthma/RA. Substance use and baseline psychiatric comorbidity were more strongly associated with depression readmission in MS patients.
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Affiliation(s)
- Emily M Schorr
- Division of Neuroimmunology and Neuroinfectious Diseases, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Daniel Kurz
- Department of Neurology, SUNY Downstate Health Sciences University, Brooklyn, NY, USA
| | - Kyle C Rossi
- Department of Neurology, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Margaret Zhang
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Anusha K Yeshokumar
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Nathalie Jette
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Mandip S Dhamoon
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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Rotstein D, Maxwell C, Tu K, Gatley J, Pequeno P, Kopp A, Marrie RA. High prevalence of comorbidities at diagnosis in immigrants with multiple sclerosis. Mult Scler 2021; 27:1902-1913. [PMID: 34328821 PMCID: PMC8521357 DOI: 10.1177/13524585211031791] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Background: Multiple sclerosis (MS) has been associated with certain comorbidities in general population studies, but it is unknown how comorbidity may affect immigrants with MS. Objective: To compare prevalence of comorbidities in immigrants and long-term residents at MS diagnosis, and in matched control populations without MS. Methods: We identified incident MS cases using a validated definition applied to health administrative data in Ontario, Canada, from 1994 to 2017, and categorized them as immigrants or long-term residents. Immigrants and long-term residents without MS (controls) were matched to MS cases 3:1 on sex, age, and geography. Results: There were 1534 immigrants and 23,731 long-term residents with MS matched with 4585 and 71,193 controls, respectively. Chronic obstructive pulmonary disease (COPD), diabetes, hypertension, ischemic heart disease, migraine, epilepsy, mood/anxiety disorders, schizophrenia, inflammatory bowel disease (IBD), and rheumatoid arthritis were significantly more prevalent among immigrants with MS compared to their controls. Prevalence of these conditions was generally similar comparing immigrants to long-term residents with MS, although COPD, epilepsy, IBD, and mood/anxiety disorders were less prevalent in immigrants. Conclusion: Immigrants have a high prevalence of multiple comorbidities at MS diagnosis despite the “healthy immigrant effect.” Clinicians should pay close attention to identification and management of comorbidity in immigrants with MS.
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Affiliation(s)
- Dalia Rotstein
- Department of Medicine, University of Toronto, Toronto, ON, Canada/St. Michael's Hospital, Toronto, ON, Canada
| | - Colleen Maxwell
- Schools of Pharmacy and Public Health and Health Systems, University of Waterloo, Waterloo, ON, Canada/ICES, Toronto, ON, Canada
| | - Karen Tu
- North York General Hospital, Toronto, ON, Canada/Department of Family and Community Medicine and Institute for Health Policy and Management, University of Toronto, Toronto, ON, Canada/Toronto Western Hospital, University Health Network, Toronto, ON, Canada
| | | | | | | | - Ruth Ann Marrie
- Departments of Medicine and Community Health Sciences, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
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Braithwaite T, Subramanian A, Petzold A, Galloway J, Adderley NJ, Mollan SP, Plant GT, Nirantharakumar K, Denniston AK. Trends in Optic Neuritis Incidence and Prevalence in the UK and Association With Systemic and Neurologic Disease. JAMA Neurol 2021; 77:1514-1523. [PMID: 33017023 DOI: 10.1001/jamaneurol.2020.3502] [Citation(s) in RCA: 47] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Importance Epidemiologic data on optic neuritis (ON) incidence and associations with immune-mediated inflammatory diseases (IMIDs) are sparse. Objective To estimate 22-year trends in ON prevalence and incidence and association with IMIDs in the United Kingdom. Design, Setting, and Participants This cohort study analyzed data from The Health Improvement Network from January 1, 1995, to September 1, 2019. The study included 10 937 511 patients 1 year or older with 75.2 million person-years' follow-up. Annual ON incidence rates were estimated yearly (January 1, 1997, to December 31, 2018), and annual ON prevalence was estimated by performing sequential cross-sectional studies on data collected on January 1 each year for the same period. Data for 1995, 1996, and 2019 were excluded as incomplete. Risk factors for ON were explored in a cohort analysis from January 1, 1997, to December 31, 2018. Matched case-control and retrospective cohort studies were performed using data from January 1, 1995, to September 1, 2019, to explore the odds of antecedent diagnosis and hazard of incident diagnosis of 66 IMIDs in patients compared with controls. Exposures Optic neuritis. Main Outcomes and Measures Annual point prevalence and incidence rates of ON, adjusted incident rate ratios (IRRs) for risk factors, and adjusted odds ratios (ORs) and adjusted hazard ratios (HRs) for 66 IMIDs. Results A total of 10 937 511 patients (median [IQR] age at cohort entry, 32.6 [18.0-50.4] years; 5 571 282 [50.9%] female) were studied. A total of 1962 of 2826 patients (69.4%) with incident ON were female and 1192 of 1290 92.4%) were White, with a mean (SD) age of 35.6 (15.6) years. Overall incidence across 22 years was stable at 3.7 (95% CI, 3.6-3.9) per 100 000 person-years. Annual point prevalence (per 100 000 population) increased with database maturity, from 69.3 (95% CI, 57.2-81.3) in 1997 to 114.8 (95% CI, 111.0-118.6) in 2018. The highest risk of incident ON was associated with female sex, obesity, reproductive age, smoking, and residence at higher latitude, with significantly lower risk in South Asian or mixed race/ethnicity compared with White people. Patients with ON had significantly higher odds of prior multiple sclerosis (MS) (OR, 98.22; 95% CI, 65.40-147.52), syphilis (OR, 5.76; 95% CI, 1.39-23.96), Mycoplasma (OR, 3.90; 95% CI, 1.09-13.93), vasculitis (OR, 3.70; 95% CI, 1.68-8.15), sarcoidosis (OR, 2.50; 95% CI, 1.21-5.18), Epstein-Barr virus (OR, 2.29; 95% CI, 1.80-2.92), Crohn disease (OR, 1.97; 95% CI, 1.13-3.43), and psoriasis (OR, 1.28; 95% CI, 1.03-1.58). Patients with ON had a significantly higher hazard of incident MS (HR, 284.97; 95% CI, 167.85-483.81), Behçet disease (HR, 17.39; 95% CI, 1.55-195.53), sarcoidosis (HR, 14.80; 95% CI, 4.86-45.08), vasculitis (HR, 4.89; 95% CI, 1.82-13.10), Sjögren syndrome (HR, 3.48; 95% CI, 1.38-8.76), and herpetic infection (HR, 1.68; 95% CI, 1.24-2.28). Conclusions and Relevance The UK incidence of ON is stable. Even though predominantly associated with MS, ON has numerous other associations with IMIDs. Although individually rare, together these associations outnumber MS-associated ON and typically require urgent management to preserve sight.
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Affiliation(s)
- Tasanee Braithwaite
- Institute of Applied Health Research, University of Birmingham, Birmingham, United Kingdom.,The Medical Eye Unit, Guys' and St Thomas' Hospital National Health Service (NHS) Foundation Trust, London, United Kingdom.,Centre for Rheumatic Diseases, King's College London, London, United Kingdom
| | - Anuradhaa Subramanian
- Institute of Applied Health Research, University of Birmingham, Birmingham, United Kingdom
| | - Axel Petzold
- Neuro-Ophthalmology Department, Moorfields Eye Hospital NHS Foundation Trust, London, United Kingdom.,Neuro-Ophthalmology Department, The National Hospital for Neurology and Neurosurgery, London, United Kingdom.,Queen Square Institute of Neurology, University College London, London, United Kingdom.,Biomedical Research Centre (Moorfields Eye Hospital/University College London), London, United Kingdom
| | - James Galloway
- Centre for Rheumatic Diseases, King's College London, London, United Kingdom
| | - Nicola J Adderley
- Institute of Applied Health Research, University of Birmingham, Birmingham, United Kingdom
| | - Susan P Mollan
- Birmingham Neuro-Ophthalmology, Queen Elizabeth Hospital, University Hospitals Birmingham, Birmingham, United Kingdom
| | - Gordon T Plant
- The Medical Eye Unit, Guys' and St Thomas' Hospital National Health Service (NHS) Foundation Trust, London, United Kingdom.,Neuro-Ophthalmology Department, Moorfields Eye Hospital NHS Foundation Trust, London, United Kingdom.,Neuro-Ophthalmology Department, The National Hospital for Neurology and Neurosurgery, London, United Kingdom.,Queen Square Institute of Neurology, University College London, London, United Kingdom
| | - Krishnarajah Nirantharakumar
- Institute of Applied Health Research, University of Birmingham, Birmingham, United Kingdom.,Health Data Research UK, London, United Kingdom
| | - Alastair K Denniston
- Biomedical Research Centre (Moorfields Eye Hospital/University College London), London, United Kingdom.,Health Data Research UK, London, United Kingdom.,Institute of Inflammation and Ageing, University of Birmingham, Birmingham, United Kingdom
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Palladino R, Marrie RA, Majeed A, Chataway J. Evaluating the Risk of Macrovascular Events and Mortality Among People With Multiple Sclerosis in England. JAMA Neurol 2021; 77:820-828. [PMID: 32364569 DOI: 10.1001/jamaneurol.2020.0664] [Citation(s) in RCA: 72] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Importance People with multiple sclerosis (MS) are associated with an increased risk of cardiovascular disease and mortality; however, evidence from population-based studies is sparse. Objective To assess whether the risk of macrovascular events and mortality differs among people with MS compared with a matched population without MS in England. Design, Setting, and Participants A population-based retrospective matched cohort study was conducted in general practices registered with the Clinical Practice Research Datalink in England between January 1, 1987, and September 30, 2018, with a mean (SD) follow-up of 11.3 (6.5) years. A total of 12 251 patients with MS were matched with up to 6 people without MS (n = 72 572) by age, sex, and general practice. People with 3 or more diagnoses of MS recorded during the study period were included. The first MS diagnosis was considered as index date. Exposures Multiple sclerosis status. Analyses were also stratified by sex. Main Outcomes and Measures Main outcomes were acute coronary syndrome, cerebrovascular disease, any macrovascular disease (including peripheral arterial disease), and mortality (all-cause mortality and cardiovascular disease-specific mortality). Cox proportional hazards regression and Fine and Gray proportional subhazard regression models were used to assess differences in rates. Results A total of 12 251 people with MS (66.9% women; mean [SD] age, 44.9 [13.3] years) were matched with 72 572 people without MS (69.8% women; mean [SD] age, 44.9 [13.3] years). As compared with people without MS, people with MS were associated with a 28% increased hazard of acute coronary syndrome (hazard ratio [HR], 1.28; 95% CI, 1.09-1.51), 59% increased hazard of cerebrovascular disease (HR, 1.59; 95% CI, 1.32-1.92), 32% increased hazard of any macrovascular disease (HR, 1.32; 95% CI, 1.15-1.52), 3.5-fold increased hazard of all-cause mortality (HR, 3.46; 95% CI, 3.28-3.65), and 1.5-fold increased hazard in cardiovascular disease mortality (HR, 1.47; 95% CI, 1.27-1.71). Differences in macrovascular events were more pronounced among women than men. Mortality risk was also higher for women than men. Treatment with lipid-lowering medications (mainly statins) was associated with lower mortality rates among people with MS. Conclusions and Relevance This study suggests that MS is associated with an increased risk of cardiovascular and cerebrovascular disease that is not completely accounted for by traditional vascular risk factors. Given the adverse effects of these comorbidities on outcomes in patients with MS, further investigation is needed.
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Affiliation(s)
- Raffaele Palladino
- Department of Primary Care and Public Health, School of Public Health, Imperial College of London, London, United Kingdom.,Department of Public Health, Federico II University, Naples, Italy
| | - Ruth Ann Marrie
- Department of 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
| | - Azeem Majeed
- Department of Primary Care and Public Health, School of Public Health, Imperial College of London, London, United Kingdom
| | - Jeremy Chataway
- Queen Square Multiple Sclerosis Centre, Department of Neuroinflammation, University College London Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, United Kingdom.,National Institute for Health Research, University College London Hospitals, Biomedical Research Centre, London, United Kingdom
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9
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Castelo-Branco A, Chiesa F, Bengtsson CE, Lee S, Minton NN, Niemcryk S, Lindholm A, Rosenlund M, Piehl F, Montgomery S. Non-infectious comorbidity in patients with multiple sclerosis: A national cohort study in Sweden. Mult Scler J Exp Transl Clin 2020; 6:2055217320947761. [PMID: 32864156 PMCID: PMC7430080 DOI: 10.1177/2055217320947761] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Revised: 07/08/2020] [Accepted: 07/10/2020] [Indexed: 11/29/2022] Open
Abstract
Background Comorbidity is of significant concern in multiple sclerosis (MS). Few population-based studies have reported conditions occurring in MS after diagnosis, especially in contemporary cohorts. Objective To explore incident comorbidity, mortality and hospitalizations in MS, stratified by age and sex. Methods In a Swedish population-based cohort study 6602 incident MS patients (aged ≥18 years) and 61,828 matched MS-free individuals were identified between 1 January 2008 and 31 December 2016, using national registers. Incidence rates (IRs) and incidence rate ratios (IRRs) with 95% CI were calculated for each outcome. Results IRs of cardiovascular disease (CVD) were higher among MS patients than MS-free individuals, (major adverse CVD: IRR 1.42; 95% CI 1.12–1.82; hemorrhagic/ischemic stroke: 1.46; 1.05–2.02; transient ischemic attack: 1.65; 1.09–2.50; heart failure: 1.55; 1.15–2.10); venous thromboembolism: 1.42; 1.14–1.77). MS patients also had higher risks of several non-CVDs such as autoimmune conditions (IRR 3.83; 3.01–4.87), bowel dysfunction (2.16; 1.86–2.50), depression (2.38; 2.11–2.68), and fractures (1.32; 1.19–1.47), as well as being hospitalized and to suffer from CVD-related deaths ((1.91; 1.00–3.65), particularly in females (3.57; 1.58–8.06)). Conclusion MS-patients experience a notable comorbidity burden which emphasizes the need for integrated disease management in order to improve patient care and long-term outcomes of MS.
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Affiliation(s)
- Anna Castelo-Branco
- Clinical Epidemiology and Biostatistics, School of Medical Sciences, Örebro University Hospital and Örebro University, Örebro, Sweden.,Clinical Epidemiology Division, Karolinska Institutet, Stockholm, Sweden.,Department of Epidemiology and Public Health, University College London, London, UK
| | - Flaminia Chiesa
- Clinical Epidemiology and Biostatistics, School of Medical Sciences, Örebro University Hospital and Örebro University, Örebro, Sweden.,Clinical Epidemiology Division, Karolinska Institutet, Stockholm, Sweden.,Department of Epidemiology and Public Health, University College London, London, UK
| | | | - Sally Lee
- Clinical Epidemiology and Biostatistics, School of Medical Sciences, Örebro University Hospital and Örebro University, Örebro, Sweden.,Clinical Epidemiology Division, Karolinska Institutet, Stockholm, Sweden.,Department of Epidemiology and Public Health, University College London, London, UK
| | - Neil N Minton
- Clinical Epidemiology and Biostatistics, School of Medical Sciences, Örebro University Hospital and Örebro University, Örebro, Sweden.,Clinical Epidemiology Division, Karolinska Institutet, Stockholm, Sweden.,Department of Epidemiology and Public Health, University College London, London, UK
| | - Steve Niemcryk
- Clinical Epidemiology and Biostatistics, School of Medical Sciences, Örebro University Hospital and Örebro University, Örebro, Sweden.,Clinical Epidemiology Division, Karolinska Institutet, Stockholm, Sweden.,Department of Epidemiology and Public Health, University College London, London, UK
| | | | - Mats Rosenlund
- Department of Learning, Informatics, Management and Ethics, Karolinska Institutet, Stockholm, Sweden
| | - Fredrik Piehl
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Scott Montgomery
- Clinical Epidemiology and Biostatistics, School of Medical Sciences, Örebro University Hospital and Örebro University, Örebro, Sweden.,Clinical Epidemiology Division, Karolinska Institutet, Stockholm, Sweden.,Department of Epidemiology and Public Health, University College London, London, UK
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10
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Castelo-Branco A, Chiesa F, Conte S, Bengtsson C, Lee S, Minton N, Niemcryk S, Lindholm A, Rosenlund M, Piehl F, Montgomery S. Infections in patients with multiple sclerosis: A national cohort study in Sweden. Mult Scler Relat Disord 2020; 45:102420. [PMID: 32736217 DOI: 10.1016/j.msard.2020.102420] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2020] [Revised: 07/08/2020] [Accepted: 07/22/2020] [Indexed: 01/08/2023]
Abstract
BACKGROUND Multiple sclerosis (MS) patients have an increased risk of infections, but few population-based studies have reported infections occurring in MS in the years immediately after diagnosis. OBJECTIVE To explore incident infections in MS, stratified by age and sex. METHODS In a Swedish population-based cohort study 6602 incident MS patients (aged ≥18 years), matched at diagnosis with 61,828 matched MS-free individuals were identified between 1st January 2008 and 31st December 2016, using national registers. Incidence rates (IR) and incidence rate ratios (IRR) with 95% CI were calculated for each outcome. RESULTS The IRRs were 2.54 (95% CI 2.28-2.83) for first serious infection and 1.61 (1.52-1.71) for first non-serious infection. Compared with MS-free individuals, MS patients had higher IRs for skin, respiratory/throat infections, pneumonia/influenza, bacterial, viral, and fungal infections, with the highest IRR observed for urinary tract/kidney infections (2.44; 2.24-2.66). The cumulative incidence for most of these infections was higher among MS patients than MS-free individuals, both 0 to <5 and 5 to <9 years after index date. CONCLUSION The burden of infections around the time of MS diagnosis and subsequent infection risk, underscore the need for careful considerations regarding the risk-benefit across different disease-modifying therapies.
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Affiliation(s)
| | - Flaminia Chiesa
- Real-world Insights, IQVIA Nordics, Pyramidvägen 7, 169 56 Solna, Sweden
| | - Simona Conte
- Real-world Insights, IQVIA Nordics, Pyramidvägen 7, 169 56 Solna, Sweden
| | - Camilla Bengtsson
- Real-world Insights, IQVIA Nordics, Pyramidvägen 7, 169 56 Solna, Sweden.
| | - Sally Lee
- Celgene Corporation, 86 Morris Avenue, Summit, NJ 07901, United States
| | - Neil Minton
- Celgene Corporation, 86 Morris Avenue, Summit, NJ 07901, United States
| | - Steve Niemcryk
- Celgene Corporation, 86 Morris Avenue, Summit, NJ 07901, United States
| | - Anders Lindholm
- Celgene Corporation, 86 Morris Avenue, Summit, NJ 07901, United States
| | - Mats Rosenlund
- Department of Learning, Informatics, Management and Ethics (LIME), Tomtebodavägen 18a, 171 65 Solna, Karolinska Institutet, Stockholm, Sweden
| | - Fredrik Piehl
- Department of Clinical Neuroscience, Karolinska Institutet, Tomtebodavägen 18A, 171 77 Stockholm, Stockholm Sweden
| | - Scott Montgomery
- Clinical Epidemiology and Biostatistics, School of Medical Sciences, Örebro University Hospital and Örebro University, Fakultetsgatan 1, 701 82 Örebro, Sweden; Clinical Epidemiology Division, Karolinska Institutet, Stockholm, Sweden; Department of Epidemiology and Public Health, University College London, London, United Kingdom
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11
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Ziemssen T, Kern R, Voigt I, Haase R. Data Collection in Multiple Sclerosis: The MSDS Approach. Front Neurol 2020; 11:445. [PMID: 32612566 PMCID: PMC7308591 DOI: 10.3389/fneur.2020.00445] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2019] [Accepted: 04/27/2020] [Indexed: 01/17/2023] Open
Abstract
Multiple sclerosis (MS) is a frequent chronic inflammatory disease of the central nervous system that affects patients over decades. As the monitoring and treatment of MS become more personalized and complex, the individual assessment and collection of different parameters ranging from clinical assessments via laboratory and imaging data to patient-reported data become increasingly important for innovative patient management in MS. These aspects predestine electronic data processing for use in MS documentation. Such technologies enable the rapid exchange of health information between patients, practitioners, and caregivers, regardless of time and location. In this perspective paper, we present our digital strategy from Dresden, where we are developing the Multiple Sclerosis Documentation System (MSDS) into an eHealth platform that can be used for multiple purposes. Various use cases are presented that implement this software platform and offer an important perspective for the innovative digital patient management in the future. A holistic patient management of the MS, electronically supported by clinical pathways, will have an important impact on other areas of patient care, such as neurorehabilitation.
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Affiliation(s)
- Tjalf Ziemssen
- Center of Clinical Neuroscience, University Hospital Carl Gustav Carus, Dresden, Germany
| | | | - Isabel Voigt
- Center of Clinical Neuroscience, University Hospital Carl Gustav Carus, Dresden, Germany
| | - Rocco Haase
- Center of Clinical Neuroscience, University Hospital Carl Gustav Carus, Dresden, Germany
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12
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Persson R, Lee S, Yood MU, Wagner MR, Minton N, Niemcryk S, Lindholm A, Evans AM, Jick S. Incident depression in patients diagnosed with multiple sclerosis: a multi-database study. Eur J Neurol 2020; 27:1556-1560. [PMID: 32397001 DOI: 10.1111/ene.14314] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2020] [Accepted: 04/26/2020] [Indexed: 11/29/2022]
Abstract
BACKGROUND AND PURPOSE Data on rates of newly diagnosed depression after multiple sclerosis (MS) diagnosis are sparse. Here, incident, treated depression in MS patients after diagnosis compared with matched non-MS patients is described. METHODS A matched cohort study was conducted in two separate electronic medical databases: the US Department of Defense (US-DOD) military healthcare system and the UK's Clinical Practice Research Datalink GOLD (UK-CPRD). The study population included all patients with a first recorded diagnosis of MS and matched non-MS patients. Patients with a history of treated depression were excluded. Incidence rates and incidence rate ratios with 95% confidence intervals for treated depression after MS diagnosis/matched date were estimated. RESULTS Incidence rate ratios of treated depression amongst MS patients compared with non-MS patients were 3.20 (95% confidence interval 3.05-3.35) in the US-DOD and 1.90 (95% confidence interval 1.74-2.06) in the UK-CPRD. Incidence rate ratios were elevated across age and sex. Rates were higher in females than males but, compared to non-MS patients, males with MS had a higher relative risk than females with MS. CONCLUSIONS Multiple sclerosis patients in the UK and the USA have a two- to three-fold increased risk of new, treated depression compared to matched non-MS patients.
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Affiliation(s)
- R Persson
- Epidemiology, Boston Collaborative Drug Surveillance Program, Lexington, MA, USA
| | - S Lee
- Drug Safety, Celgene Corporation, Summit, NJ, USA
| | - M U Yood
- Chief Scientific Officer, EpiSource LLC, Newton, MA, USA.,Boston University School of Public Health, Boston, MA, USA
| | - M R Wagner
- Department of Neurology, Naval Medical Center Portsmouth, Portsmouth, VA, USA
| | - N Minton
- Drug Safety, Celgene Corporation, Summit, NJ, USA
| | - S Niemcryk
- Drug Safety, Celgene Corporation, Summit, NJ, USA
| | - A Lindholm
- Drug Safety, Celgene Corporation, Summit, NJ, USA
| | - A M Evans
- Epidemiology, Health ResearchTx LLC, Trevose, PA, USA
| | - S Jick
- Epidemiology, Boston Collaborative Drug Surveillance Program, Lexington, MA, USA.,Boston University School of Public Health, Boston, MA, USA
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13
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Persson R, Lee S, Ulcickas Yood M, Wagner Usn Mc CM, Minton N, Niemcryk S, Lindholm A, Evans AM, Jick SS. Infections in patients diagnosed with multiple sclerosis: A multi-database study. Mult Scler Relat Disord 2020; 41:101982. [PMID: 32070858 DOI: 10.1016/j.msard.2020.101982] [Citation(s) in RCA: 67] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2019] [Revised: 12/23/2019] [Accepted: 02/03/2020] [Indexed: 11/16/2022]
Abstract
BACKGROUND Recent data on the rates of infections among patients with multiple sclerosis (MS) are sparse. The objective of this study was to quantify incidence of infections in patients with MS compared with a matched sample of patients without MS (non-MS). METHODS This study was conducted in two separate electronic medical databases: the United States Department of Defense (US-DOD) military health care system and the United Kingdom's Clinical Practice Research Datalink GOLD (UK-CPRD). We identified patients with a first recorded diagnosis of MS between 2001 and 2016 (UK-CPRD) or 2004 and 2017 (US-DOD) and matched non-MS patients. We identified infections recorded after the MS diagnosis date (or the matched date in non-MS patients) and calculated incidence rates (IRs) and incidence rate ratios (IRRs) with 95% confidence intervals (CIs) by infection site and type. RESULTS Relative to non-MS patients, MS patients had higher rates of any infection (US-DOD IRR 1.76; 95% CI 1.72-1.80 and UK-CPRD IRR 1.25; 95% CI 1.21-1.29) and a two-fold higher rate of hospitalized infections (US-DOD IRR 2.43; 95% CI 2.23-2.63 and UK-CPRD IRR 2.00; 95% CI 1.84-2.17). IRs of any infection were higher in females compared with males in both MS and non-MS patients, while IRs of hospitalized infections were similar between sexes in both MS and non-MS patients. The IR of first urinary tract or kidney infection was nearly two-fold higher in MS compared with non-MS patients (US-DOD IRR 1.88; 95% CI 1.81-1.95 and UK-CPRD IRR 1.97; 95% CI 1.86-2.09) with higher rates in females compared with males. IRs for any opportunistic infection, candidiasis and any herpes virus were increased between 20 and 52% among MS patients compared with non-MS patients. IRs of meningitis, tuberculosis, hepatitis B and C were all low. CONCLUSION MS patients have an increased risk of infection, notably infections of the renal tract, and a two-fold increased risk of hospitalized infections compared with non-MS patients.
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Affiliation(s)
- R Persson
- Boston Collaborative Drug Surveillance Program, Lexington, MA, USA
| | - S Lee
- Bristol-Myers Squibb, Summit, NJ, USA
| | - M Ulcickas Yood
- EpiSource, LLC, Newton, MA, USA; Boston University School of Public Health, Boston, MA, USA
| | | | - N Minton
- Bristol-Myers Squibb, Summit, NJ, USA
| | | | | | - A M Evans
- Health ResearchTx, LLC, Trevose, PA, USA
| | - S S Jick
- Boston Collaborative Drug Surveillance Program, Lexington, MA, USA; Boston University School of Public Health, Boston, MA, USA.
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14
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Persson R, Lee S, Yood MU, Wagner M, Minton N, Niemcryk S, Lindholm A, Evans A, Jick S. Incident cardiovascular disease in patients diagnosed with multiple sclerosis: A multi-database study. Mult Scler Relat Disord 2020; 37:101423. [DOI: 10.1016/j.msard.2019.101423] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2019] [Revised: 07/22/2019] [Accepted: 09/29/2019] [Indexed: 02/08/2023]
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