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Sangster E, Lanka N, Acharya P, Virani S, Afreen S, Perthiani A, Nassar ST. Factors Contributing to the Development of Neuropsychiatric Manifestations in Persons With Multiple Sclerosis: A Systematic Review. Cureus 2024; 16:e66432. [PMID: 39246867 PMCID: PMC11380372 DOI: 10.7759/cureus.66432] [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: 06/26/2024] [Accepted: 08/08/2024] [Indexed: 09/10/2024] Open
Abstract
Multiple sclerosis (MS) is the most common chronic demyelinating disease affecting the central nervous system (CNS) and is distinguished by neuroinflammation and neurodegeneration. It has four categories based on clinical course, with relapsing-remitting being the most common type. MS predominantly manifests with motor and sensory dysfunctions. However, neuropsychiatric manifestations such as depression, anxiety, schizophrenia, and bipolar disorder are not uncommon. Various factors may contribute to the development of these manifestations; therefore, this study aimed to unravel them. This systematic review implemented the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) 2020 guidelines. Five databases (PubMed, PubMed Central (PMC), ScienceDirect, Cochrane Library, and Google Scholar) were used to acquire articles published in the past five years. After screening and quality appraisal were completed, eight articles were deemed eligible for inclusion in this study. The study designs included cohort, cross-sectional, randomized-controlled trial (RCT), case report, case-control, and narrative review. The development of neuropsychiatric manifestations in persons with MS is influenced by various factors. These were categorized into morphological changes of the brain, immunological mechanisms, socioeconomic factors, and individual factors for discussion. Each factor was found to intermingle with the others, requiring further research to understand the features that each factor contributes. This is crucial for improving the quality of life (QOL) and prognosis for persons living with MS.
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Affiliation(s)
- Elizabeth Sangster
- Psychiatry and Behavioral Sciences, California Institute of Behavioral Neurosciences & Psychology, Fairfield, USA
- School of Medicine, St. George's University, St. George's, GRD
| | - Nidhi Lanka
- General Medicine, California Institute of Behavioral Neurosciences & Psychology, Fairfield, USA
| | - Prakash Acharya
- General Medicine, Patan Academy of Health Sciences, Lalitpur, NPL
- General Medicine, California Institute of Behavioral Neurosciences & Psychology, Fairfield, USA
| | - Shikha Virani
- Medicine, Surat Municipal Institute of Medical Education and Research, Surat, IND
- General Medicine, California Institute of Behavioral Neurosciences & Psychology, Fairfield, USA
| | - Sumayya Afreen
- General Practice, Deccan College of Medical Sciences, Hyderabad, IND
- Obstetrics and Gynecology, California Institute of Behavioral Neurosciences & Psychology, Fairfield, USA
| | - Arvin Perthiani
- General Surgery, Our Lady of Lourdes Hospital, Drogheda, Drogheda, IRL
- General Surgery, California Institute of Behavioral Neurosciences & Psychology, Fairfield, USA
| | - Sondos T Nassar
- Medicine and Surgery, Jordan University of Science and Technology, Amman, JOR
- General Medicine, California Institute of Behavioral Neurosciences & Psychology, Fairfield, USA
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Freedman DE, Oh J, Kiss A, Puopolo J, Wishart M, Meza C, Feinstein A. The influence of depression and anxiety on cognition in people with multiple sclerosis: a cross-sectional analysis. J Neurol 2024; 271:4885-4896. [PMID: 38730098 DOI: 10.1007/s00415-024-12409-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: 01/10/2024] [Revised: 04/04/2024] [Accepted: 04/26/2024] [Indexed: 05/12/2024]
Abstract
There are conflicting findings about the relationships between depression, anxiety, and cognitive dysfunction in people with multiple sclerosis (MS), and a paucity of research has examined the cumulative influence on cognition of depression plus anxiety. This study aimed to determine whether elevated symptoms of depression and anxiety alone or in combination are associated with worse cognition in people with MS. In this cross-sectional analysis, people with MS consecutively seen at a tertiary neuropsychiatry clinic completed the Hospital Anxiety and Depression Scale for symptoms of depression (HADS-D) and anxiety (HADS-A), and the Minimal Assessment of Cognitive Function in MS for cognitive indices. Accounting for covariates, regression models predicted cognitive indices from scores for HADS-D, HADS-A, and the interaction. Of 831 people with MS, 72% were female, mean age was 43.2 years, and median Expanded Disability Status Scale score was 2.0. Depressive symptoms were independently predictive of lower verbal fluency (Controlled Oral Word Association Test, p < 0.01), verbal learning (California Verbal Learning Test-II (CVLT-II) total learning, p = 0.02), verbal delayed recall (CVLT-II delayed recall, p < 0.01), and processing speed (Symbol Digit Modalities Test, p < 0.01; three-second Paced Auditory Serial Addition Test (PASAT), p = 0.05; two-second PASAT, p = 0.01). Anxiety in people with depression predicted decreased visuospatial function (Judgment of Line Orientation, p = 0.05), verbal learning (p < 0.01), verbal delayed recall (p < 0.01), visuospatial recall (Brief Visuospatial Memory Test-Revised, p = 0.02), and executive function (Delis-Kaplan Executive Function System, p < 0.01). Anxiety alone was not independently predictive of cognition. In conclusion, depression, especially with comorbid anxiety, is associated with cognitive dysfunction in people with MS.
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Affiliation(s)
- David E Freedman
- Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada.
| | - Jiwon Oh
- Division of Neurology, Department of Medicine, Temerty Faculty of Medicine, St. Michael's Hospital, University of Toronto, Toronto, Canada
| | - Alex Kiss
- Evaluative Clinical Sciences, Department of Health Policy, Management and Evaluation, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, University of Toronto, Toronto, Canada
| | - Juliana Puopolo
- Department of Psychiatry, Sunnybrook Health Sciences Centre, Toronto, Canada
| | - Margaret Wishart
- Department of Psychiatry, Sunnybrook Health Sciences Centre, Toronto, Canada
| | - Cecilia Meza
- Department of Psychiatry, Sunnybrook Health Sciences Centre, Toronto, Canada
| | - Anthony Feinstein
- Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
- Department of Psychiatry, Sunnybrook Health Sciences Centre, Toronto, Canada
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3
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Jellinger KA. Depression and anxiety in multiple sclerosis. Review of a fatal combination. J Neural Transm (Vienna) 2024; 131:847-869. [PMID: 38869643 DOI: 10.1007/s00702-024-02792-0] [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: 04/03/2024] [Accepted: 06/01/2024] [Indexed: 06/14/2024]
Abstract
Depression and anxiety are the most frequent neuropsychiatric symptoms of multiple sclerosis (MS), an autoimmune-mediated demyelinating neurodegenerative disease. Their prevalence is 25-65% and 20-54%, respectively, often associated with chronic fatigue and cognitive impairment, but usually not correlated with motor and other deficits, suggesting different pathophysiological mechanisms. Both disorders often arise before MS diagnosis, lead to faster disability and impair the quality of life. Risk factors are (young) age, genetic and family history burden. While no specific neuropathological data for depression (and anxiety) in MS are available, modern neuroimaging studies showed bilateral fronto-temporal, subcortical and limbic atrophies, microstructural white matter lesions and disruption of frontoparietal, limbic and neuroendocrine networks. The pathogenesis of both depression and anxiety in MS is related to shared mechanisms including oxidative stress, mitochondrial dysfunction, neuroinflammation and neuroendocrine mechanisms inducing complex functional and structural brain lesions, but they are also influenced by social and other factors. Unfortunately, MS patients with anxiety, major depression or suicidal thoughts are often underassessed and undertreated. Current treatment, in addition to antidepressant therapy include transcranial magnetic stimulation, cognitive, relaxation, dietary and other healthcare measures that must be individualized. The present state-of- the-art review is based on systematic analysis of PubMed, Google Scholar and Cochrane Library until May 2024, with focus on the prevalence, clinical manifestation, neuroimaging data, immune mechanisms and treatment options. Depression and anxiety in MS, like in many other neuroimmune disorders, are related, among others, to multi-regional patterns of cerebral disturbances and complex pathogenic mechanisms that deserve further elucidation as a basis for early diagnosis and adequate management to improve the quality of life in this disabling disease.
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Affiliation(s)
- Kurt A Jellinger
- Institute of Clinical Neurobiology, Alberichgasse 5/13, Vienna, A-1150, Austria.
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4
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Gottwald NS, Asseyer S, Chien C, Brasanac J, Nauman AT, Rust R, Schmitz-Hübsch T, Strobl JB, Ruprecht K, Paul F, Regitz-Zagrosek V, Gold SM, Sperber PS. Impact of sex on clinical outcome in early Multiple Sclerosis. Mult Scler Relat Disord 2024; 88:105749. [PMID: 38959589 DOI: 10.1016/j.msard.2024.105749] [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: 11/22/2023] [Revised: 05/14/2024] [Accepted: 06/25/2024] [Indexed: 07/05/2024]
Abstract
BACKGROUND Previous evidence suggests sex differences in the clinical course of relapsing remitting multiple sclerosis (RRMS), but comprehensive early-stage prospective studies are lacking. We aim to quantify the impact of sex on clinical outcomes in early-stage RRMS. METHODS Utilizing prospective cohort data, we assessed the impact of biological sex on time-to-relapse, disability progression (Expanded Disability Status Scale [EDSS]), extremity function (Nine-Hole Peg Test, Timed-25-food walk test), cognition (Paced Auditory Serial Addition Test, Symbol Digit Modalities Test), quality-of-life (Hamburg Quality of Life Questionnaire in Multiple Sclerosis, Short-Form-36), fatigue (Fatigue Severity Scale, Fatigue Scale for Motor and Cognitive functions), and depression (Beck Depression Inventory-II) in clinically isolated syndrome (CIS) or RRMS patients. Inclusion was within 12 months of symptom onset. Linear, negative binomial, mixed, and Cox models estimated male vs. female effects at the four-year follow-up including baseline-to-follow-up course. RESULTS We included 149 patients (65.1 % female). Eighty-five completed four-year follow-up. No sex differences in time-to-relapse emerged (HR = 0.91;95 %CI = 0.53-1.58). Males had no increased risk of EDSS worsening (OR = 0.75;95 %CI = 0.21-2.35) compared to females. Similarly, minor/no sex differences emerged in other outcomes. CONCLUSIONS Four years after first manifestation, neither disease activity (disability progression and relapse rate) nor patient-reported outcomes showed sex-related disparities in this early-MS-cohort. CLINICALTRIALS GOV IDENTIFIER NCT01371071.
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Affiliation(s)
- N S Gottwald
- Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Psychiatry and Psychotherapy, Berlin, Germany.
| | - S Asseyer
- Charité-Universitätsmedizin Berlin corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Neuroscience Clinical Research Center, Berlin, Germany; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Experimental and Clinical Research Center, Berlin, Germany; Max-Delbrueck Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany
| | - C Chien
- Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Psychiatry and Psychotherapy, Berlin, Germany; Charité-Universitätsmedizin Berlin corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Neuroscience Clinical Research Center, Berlin, Germany; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Experimental and Clinical Research Center, Berlin, Germany; Max-Delbrueck Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany
| | - J Brasanac
- Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Psychiatry and Psychotherapy, Berlin, Germany; Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Medical Department, Section Psychosomatics, Berlin, Germany
| | - A T Nauman
- Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin Institute of Health, Digital Health Center, Berlin, Germany
| | - R Rust
- Charité-Universitätsmedizin Berlin corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Neuroscience Clinical Research Center, Berlin, Germany; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Experimental and Clinical Research Center, Berlin, Germany; Max-Delbrueck Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany; Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin Institute for Medical Immunology, Berlin, Germany
| | - T Schmitz-Hübsch
- Charité-Universitätsmedizin Berlin corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Neuroscience Clinical Research Center, Berlin, Germany; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Experimental and Clinical Research Center, Berlin, Germany; Max-Delbrueck Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany
| | - J Bellmann- Strobl
- Charité-Universitätsmedizin Berlin corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Neuroscience Clinical Research Center, Berlin, Germany; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Experimental and Clinical Research Center, Berlin, Germany; Max-Delbrueck Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany
| | - K Ruprecht
- Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Neurology, Berlin, Germany
| | - F Paul
- Charité-Universitätsmedizin Berlin corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Neuroscience Clinical Research Center, Berlin, Germany; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Experimental and Clinical Research Center, Berlin, Germany; Max-Delbrueck Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany; Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Neurology, Berlin, Germany
| | - V Regitz-Zagrosek
- Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute for Gender in Medicine, Berlin, Germany; University of Zürich, Faculty of Medicine, Zürich, Switzerland
| | - S M Gold
- Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Psychiatry and Psychotherapy, Berlin, Germany; Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Medical Department, Section Psychosomatics, Berlin, Germany; University Medical Center Hamburg-Eppendorf, Institute for Neuroimmunology and Multiple Sclerosis, Germany; DZPG partner site Berlin, German Center for Mental Health, Berlin Germany
| | - P S Sperber
- Charité-Universitätsmedizin Berlin corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Neuroscience Clinical Research Center, Berlin, Germany; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Experimental and Clinical Research Center, Berlin, Germany; Max-Delbrueck Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Center for Stroke Research Berlin, Berlin, Germany; DZHK partner site Berlin, German Center for Cardiovascular Research, Berlin, Germany
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5
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DiMauro KA, Swetlik C, Cohen JA. Management of multiple sclerosis in older adults: review of current evidence and future perspectives. J Neurol 2024; 271:3794-3805. [PMID: 38689068 PMCID: PMC11233312 DOI: 10.1007/s00415-024-12384-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Revised: 04/02/2024] [Accepted: 04/14/2024] [Indexed: 05/02/2024]
Abstract
IMPORTANCE The prevalence of multiple sclerosis (MS) and aging MS patients is increasing worldwide. There is a need to better understand this MS sub-population, which historically is underrepresented in the literature. This narrative review examines the evolving demographics, disease course, and treatments for older adults with MS (OAMS) to address current knowledge gaps and highlight areas critical for future research. OBSERVATIONS OAMS populations require special consideration by clinicians. Older individuals have different care needs than individuals with adult onset MS who are mid-life or younger. Comorbidities, an aging immune system, increasing neurodegeneration, decreasing neurologic reserve, changing benefit/risk relationship for disease modifying therapies (DMTs), and wellness require special attention to provide holistic comprehensive care. Active areas of research include potential cessation of DMTs and novel disease targets. CONCLUSIONS AND RELEVANCE This review highlights both the current knowledge and information gaps in the literature that are critical to understanding and properly managing OAMS. The aims are to inform MS clinicians in their current practice, as well as inspire future studies which are critical to providing quality and evidence-based care for OAMS.
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Affiliation(s)
- Kimberly A DiMauro
- Mellen Center for MS Treatment and Research, Cleveland Clinic, Neurological Institute, Cleveland, OH, USA
| | - Carol Swetlik
- Mellen Center for MS Treatment and Research, Cleveland Clinic, Neurological Institute, Cleveland, OH, USA
| | - Jeffrey A Cohen
- Mellen Center for MS Treatment and Research, Cleveland Clinic, Neurological Institute, Cleveland, OH, USA.
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6
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Chertcoff AS, Yusuf FLA, Zhu F, Evans C, Fisk JD, Zhao Y, Marrie RA, Tremlett H. Psychiatric Comorbidity During the Prodromal Period in Patients With Multiple Sclerosis. Neurology 2023; 101:e2026-e2034. [PMID: 37748884 PMCID: PMC10662981 DOI: 10.1212/wnl.0000000000207843] [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: 03/15/2023] [Accepted: 08/03/2023] [Indexed: 09/27/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Psychiatric morbidity is common after a multiple sclerosis (MS) diagnosis. However, little is known about psychiatric comorbidity during the prodromal phase (before MS onset). To compare the prevalence and relative burden of psychiatric morbidity in individuals with MS with matched controls before MS onset. METHODS Using linked administrative and clinical data from British Columbia, Canada, we identified cases with MS through a validated algorithm or from neurologist-diagnosed MS clinic attendees. Cases were matched by age, sex, and geographical location with up to 5 general population controls. We identified psychiatric morbidity through a validated definition and determined its prevalence in cases/controls in the 5 years before the first demyelinating claim of cases with MS ("administrative cohort") or symptom onset ("clinical cohort") and estimated case/control prevalence ratios with 95% CIs. We also compared the yearly number of physician visits for psychiatric morbidity, visits to psychiatrists, psychiatric-related admissions, and psychotropic dispensations pre-MS onset in cases/controls regardless of whether psychiatric morbidity algorithm was fulfilled using negative binomial regression fitted through generalized estimating equations; results were reported as adjusted rate ratios with 95% CIs. We assessed yearly trends through interaction terms between cases/controls and each year pre-MS onset. RESULTS The administrative cohort comprised 6,863/31,865 cases/controls; the clinical cohort comprised 966/4,534 cases/controls. Over the entire 5-year period pre-MS onset, 28.0% (1,920/6,863) of cases and 14.9% (4,738/31,865) of controls (administrative cohort) had psychiatric morbidity, as did 22.0% (213/966) of clinical cases and 14.1% (638/4,534) controls. Psychiatric morbidity prevalence ratios ranged from 1.58; 95% CI 1.38-1.81 (clinical cohort) to 1.91; 95% CI 1.83-2.00 (administrative cohort). In the administrative cohort, health care use was higher for cases in each year pre-MS onset (all 95% CIs >1); physician visits were 78% higher in year 5 pre-MS onset and 124% 1 year before; visits to psychiatrists were 132% higher in year 5 and 146% in year 1; hospitalizations were 129% higher in year 5 and 197% in year 1; and prescription dispensations were 72% higher in year 5 and 100% in year 1. Results were not significant in the clinical cohort. DISCUSSION Psychiatric morbidity represents a significant burden before MS onset and may be a feature of the MS prodrome.
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Affiliation(s)
- Anibal S Chertcoff
- From the Faculty of Medicine (Neurology) (A.S.C., F.L.A.Y., F.Z., Y.Z., H.T.), University of British Columbia and The Djavad Mowafaghian Center for Brain Health; School of Population and Public Health (F.L.A.Y.), University of British Columbia, Vancouver; College of Pharmacy and Nutrition (C.E.), University of Saskatchewan, Saskatoon; Nova Scotia Health and the Departments of Psychiatry, Psychology & Neuroscience, and Medicine (J.D.F.), Dalhousie University, Halifax; and Departments of Internal Medicine and Community Health Sciences (R.A.M.), Health Sciences Center, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Fardowsa L A Yusuf
- From the Faculty of Medicine (Neurology) (A.S.C., F.L.A.Y., F.Z., Y.Z., H.T.), University of British Columbia and The Djavad Mowafaghian Center for Brain Health; School of Population and Public Health (F.L.A.Y.), University of British Columbia, Vancouver; College of Pharmacy and Nutrition (C.E.), University of Saskatchewan, Saskatoon; Nova Scotia Health and the Departments of Psychiatry, Psychology & Neuroscience, and Medicine (J.D.F.), Dalhousie University, Halifax; and Departments of Internal Medicine and Community Health Sciences (R.A.M.), Health Sciences Center, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Feng Zhu
- From the Faculty of Medicine (Neurology) (A.S.C., F.L.A.Y., F.Z., Y.Z., H.T.), University of British Columbia and The Djavad Mowafaghian Center for Brain Health; School of Population and Public Health (F.L.A.Y.), University of British Columbia, Vancouver; College of Pharmacy and Nutrition (C.E.), University of Saskatchewan, Saskatoon; Nova Scotia Health and the Departments of Psychiatry, Psychology & Neuroscience, and Medicine (J.D.F.), Dalhousie University, Halifax; and Departments of Internal Medicine and Community Health Sciences (R.A.M.), Health Sciences Center, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Charity Evans
- From the Faculty of Medicine (Neurology) (A.S.C., F.L.A.Y., F.Z., Y.Z., H.T.), University of British Columbia and The Djavad Mowafaghian Center for Brain Health; School of Population and Public Health (F.L.A.Y.), University of British Columbia, Vancouver; College of Pharmacy and Nutrition (C.E.), University of Saskatchewan, Saskatoon; Nova Scotia Health and the Departments of Psychiatry, Psychology & Neuroscience, and Medicine (J.D.F.), Dalhousie University, Halifax; and Departments of Internal Medicine and Community Health Sciences (R.A.M.), Health Sciences Center, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada
| | - John D Fisk
- From the Faculty of Medicine (Neurology) (A.S.C., F.L.A.Y., F.Z., Y.Z., H.T.), University of British Columbia and The Djavad Mowafaghian Center for Brain Health; School of Population and Public Health (F.L.A.Y.), University of British Columbia, Vancouver; College of Pharmacy and Nutrition (C.E.), University of Saskatchewan, Saskatoon; Nova Scotia Health and the Departments of Psychiatry, Psychology & Neuroscience, and Medicine (J.D.F.), Dalhousie University, Halifax; and Departments of Internal Medicine and Community Health Sciences (R.A.M.), Health Sciences Center, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Yinshan Zhao
- From the Faculty of Medicine (Neurology) (A.S.C., F.L.A.Y., F.Z., Y.Z., H.T.), University of British Columbia and The Djavad Mowafaghian Center for Brain Health; School of Population and Public Health (F.L.A.Y.), University of British Columbia, Vancouver; College of Pharmacy and Nutrition (C.E.), University of Saskatchewan, Saskatoon; Nova Scotia Health and the Departments of Psychiatry, Psychology & Neuroscience, and Medicine (J.D.F.), Dalhousie University, Halifax; and Departments of Internal Medicine and Community Health Sciences (R.A.M.), Health Sciences Center, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Ruth Ann Marrie
- From the Faculty of Medicine (Neurology) (A.S.C., F.L.A.Y., F.Z., Y.Z., H.T.), University of British Columbia and The Djavad Mowafaghian Center for Brain Health; School of Population and Public Health (F.L.A.Y.), University of British Columbia, Vancouver; College of Pharmacy and Nutrition (C.E.), University of Saskatchewan, Saskatoon; Nova Scotia Health and the Departments of Psychiatry, Psychology & Neuroscience, and Medicine (J.D.F.), Dalhousie University, Halifax; and Departments of Internal Medicine and Community Health Sciences (R.A.M.), Health Sciences Center, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Helen Tremlett
- From the Faculty of Medicine (Neurology) (A.S.C., F.L.A.Y., F.Z., Y.Z., H.T.), University of British Columbia and The Djavad Mowafaghian Center for Brain Health; School of Population and Public Health (F.L.A.Y.), University of British Columbia, Vancouver; College of Pharmacy and Nutrition (C.E.), University of Saskatchewan, Saskatoon; Nova Scotia Health and the Departments of Psychiatry, Psychology & Neuroscience, and Medicine (J.D.F.), Dalhousie University, Halifax; and Departments of Internal Medicine and Community Health Sciences (R.A.M.), Health Sciences Center, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada.
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7
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Marrie RA, Fisk JD, Fitzgerald K, Kowalec K, Maxwell C, Rotstein D, Salter A, Tremlett H. Etiology, effects and management of comorbidities in multiple sclerosis: recent advances. Front Immunol 2023; 14:1197195. [PMID: 37325663 PMCID: PMC10266935 DOI: 10.3389/fimmu.2023.1197195] [Citation(s) in RCA: 33] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Accepted: 05/19/2023] [Indexed: 06/17/2023] Open
Abstract
Comorbid conditions commonly affect people with multiple sclerosis (MS). Population-based studies indicate that people with MS have an increased incidence of ischemic heart disease, cerebrovascular disease, peripheral vascular disease, and psychiatric disorders as compared to people without MS. People with MS from underrepresented minority and immigrant groups have higher comorbidity burdens. Comorbidities exert effects throughout the disease course, from symptom onset through diagnosis to the end of life. At the individual level, comorbidity is associated with higher relapse rates, greater physical and cognitive impairments, lower health-related quality of life, and increased mortality. At the level of the health system and society, comorbidity is associated with increased health care utilization, costs and work impairment. A nascent literature suggests that MS affects outcomes from comorbidities. Comorbidity management needs to be integrated into MS care, and this would be facilitated by determining optimal models of care.
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Affiliation(s)
- Ruth Ann Marrie
- Department of Internal Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
- Department of Community Health Sciences, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - John D. Fisk
- Nova Scotia Health and the Departments of Psychiatry, Psychology & Neuroscience, and Medicine, Dalhousie University, Halifax, NS, Canada
| | - Kathryn Fitzgerald
- Department of Neurology, Johns Hopkins School of Medicine, Baltimore, MD, United States
| | - Kaarina Kowalec
- College of Pharmacy, University of Manitoba, Winnipeg, MB, Canada
- Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Stockholm, Sweden
| | - Colleen Maxwell
- Schools of Pharmacy and Public Health & Health Systems, University of Waterloo, Waterloo, ON, Canada
| | - Dalia Rotstein
- Department of Medicine, University of Toronto, Toronto, ON, Canada
- St. Michael’s Hospital, Toronto, ON, Canada
| | - Amber Salter
- Department of Neurology, UT Southwestern, Dallas, TX, United States
| | - Helen Tremlett
- Department of Medicine (Neurology) and the Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
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8
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Brasanac J, Chien C. A review on multiple sclerosis prognostic findings from imaging, inflammation, and mental health studies. Front Hum Neurosci 2023; 17:1151531. [PMID: 37250694 PMCID: PMC10213782 DOI: 10.3389/fnhum.2023.1151531] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Accepted: 04/21/2023] [Indexed: 05/31/2023] Open
Abstract
Magnetic resonance imaging (MRI) of the brain is commonly used to detect where chronic and active lesions are in multiple sclerosis (MS). MRI is also extensively used as a tool to calculate and extrapolate brain health by way of volumetric analysis or advanced imaging techniques. In MS patients, psychiatric symptoms are common comorbidities, with depression being the main one. Even though these symptoms are a major determinant of quality of life in MS, they are often overlooked and undertreated. There has been evidence of bidirectional interactions between the course of MS and comorbid psychiatric symptoms. In order to mitigate disability progression in MS, treating psychiatric comorbidities should be investigated and optimized. New research for the prediction of disease states or phenotypes of disability have advanced, primarily due to new technologies and a better understanding of the aging brain.
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Affiliation(s)
- Jelena Brasanac
- Charité – Universitätsmedizin Berlin, Klinik für Psychiatrie und Psychotherapie, Berlin, Germany
- Charité – Universitätsmedizin Berlin, Medizinische Klinik m.S. Psychosomatik, Berlin, Germany
| | - Claudia Chien
- Charité – Universitätsmedizin Berlin, Klinik für Psychiatrie und Psychotherapie, Berlin, Germany
- Charité – Universitätsmedizin Berlin, Medizinische Klinik m.S. Psychosomatik, Berlin, Germany
- Charité – Universitätsmedizin Berlin, Experimental and Clinical Research Center, Berlin, Germany
- Charité – Universitätsmedizin Berlin, Neuroscience Clinical Research Center, Berlin, Germany
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9
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Depression, Anxiety, and Physical Activity in Older Adults With Multiple Sclerosis. J Aging Phys Act 2023; 31:128-134. [PMID: 35926843 DOI: 10.1123/japa.2021-0447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 03/28/2022] [Accepted: 06/09/2022] [Indexed: 02/03/2023]
Abstract
This study examined levels of depression and anxiety symptoms (Hospital Anxiety and Depression Scale scores), and self-reported (Godin Leisure-Time Exercise Questionnaire), and accelerometer-measured physical activity in older adults with multiple sclerosis (n = 40) compared with age- and sex-matched healthy controls (n = 40). We observed differences in depression, anxiety, and physical activity between groups and further observed that minutes/day of moderate to vigorous physical activity partially accounted for group differences in depression scores. We provide preliminary support for research examining approaches for increasing moderate to vigorous physical activity and possibly reducing depression symptoms in older adults with multiple sclerosis.
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10
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Depression, sexual dysfunction, life satisfaction and marriage satisfaction in women with multiple sclerosis. THE EGYPTIAN JOURNAL OF NEUROLOGY, PSYCHIATRY AND NEUROSURGERY 2022. [DOI: 10.1186/s41983-022-00501-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
Marriage satisfaction is one of the factors that affects life satisfaction in healthy people and patients. In the current literature, it is found there is a positive correlation between marriage and life satisfaction. Many factors such as sexual dysfunction, depression and neurological disorders affect negatively marriage and life satisfactions. However, there is not enough research dealing with how multiple sclerosis (MS) affects women's marital and life satisfaction. This study aimed to examine marital satisfaction and life satisfaction of female patients with MS (pwMS) in relation to sexual dysfunction and depression. A total of 139 married women (MS Group: 81, Control Group: 58) were recruited in the study. Then both groups’ participants were requested to fill the relevant documentary; Demographic Information Form, Marital Life Scale (MLS), Life Satisfaction Scale (LSS), Arizona Sexual Experiences Scale (ASEX), and Beck Depression Inventory (BDI).
Results
Regarding the percentages of the relevant parameters; it was examined that 60.96% of pwMS and 62.07% of control group have depression, respectively. In addition, 89.16% of pwMS and 86.21% of control group have sexual dysfunction, respectively. Furthermore, 55.52% of pwMS and 44.83% of control group have high life satisfaction, whereas 60.24% of pwMS and 56.90% of control group have high marriage satisfaction, respectively. There was a strong positive correlation between marriage satisfaction and life satisfaction (p < 0.001) and there was a weak negative correlation between marriage satisfaction and sexual dysfunction (p < 0.001). In addition, there were weak negative correlations between marriage satisfaction and depression level (p < 0.001) and between life satisfaction and sexual dysfunction (p < 0.001), respectively. Similarly, there was a weak negative correlation between life satisfaction and depression level (p < 0.001), whereas there was a weak positive correlation between depression level and sexual dysfunction (p < 0.001). Finally, while there was no significant difference in the marriage satisfaction and sexual dysfunction between the groups in points of life satisfaction and depression level (p > 0.05).
Conclusion
Sexual dysfunction and depression are important problems that affect women’s marriage and life satisfaction. Sexual dysfunction is a common problem for women, regardless of MS.
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11
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Chikersal P, Venkatesh S, Masown K, Walker E, Quraishi D, Dey A, Goel M, Xia Z. Predicting Multiple Sclerosis Outcomes During the COVID-19 Stay-at-home Period: Observational Study Using Passively Sensed Behaviors and Digital Phenotyping. JMIR Ment Health 2022; 9:e38495. [PMID: 35849686 PMCID: PMC9407162 DOI: 10.2196/38495] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Revised: 07/15/2022] [Accepted: 07/16/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND The COVID-19 pandemic has broad negative impact on the physical and mental health of people with chronic neurological disorders such as multiple sclerosis (MS). OBJECTIVE We presented a machine learning approach leveraging passive sensor data from smartphones and fitness trackers of people with MS to predict their health outcomes in a natural experiment during a state-mandated stay-at-home period due to a global pandemic. METHODS First, we extracted features that capture behavior changes due to the stay-at-home order. Then, we adapted and applied an existing algorithm to these behavior-change features to predict the presence of depression, high global MS symptom burden, severe fatigue, and poor sleep quality during the stay-at-home period. RESULTS Using data collected between November 2019 and May 2020, the algorithm detected depression with an accuracy of 82.5% (65% improvement over baseline; F1-score: 0.84), high global MS symptom burden with an accuracy of 90% (39% improvement over baseline; F1-score: 0.93), severe fatigue with an accuracy of 75.5% (22% improvement over baseline; F1-score: 0.80), and poor sleep quality with an accuracy of 84% (28% improvement over baseline; F1-score: 0.84). CONCLUSIONS Our approach could help clinicians better triage patients with MS and potentially other chronic neurological disorders for interventions and aid patient self-monitoring in their own environment, particularly during extraordinarily stressful circumstances such as pandemics, which would cause drastic behavior changes.
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Affiliation(s)
- Prerna Chikersal
- School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, United States
| | - Shruthi Venkatesh
- Department of Neurology, University of Pittsburgh, Pittsburgh, PA, United States
| | - Karman Masown
- Department of Neurology, University of Pittsburgh, Pittsburgh, PA, United States
| | - Elizabeth Walker
- Department of Neurology, University of Pittsburgh, Pittsburgh, PA, United States
| | - Danyal Quraishi
- Department of Neurology, University of Pittsburgh, Pittsburgh, PA, United States
| | - Anind Dey
- Information School, University of Washington, Seattle, Seattle, WA, United States
| | - Mayank Goel
- School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, United States
| | - Zongqi Xia
- Department of Neurology, University of Pittsburgh, Pittsburgh, PA, United States
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