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Lenne B, Donze C, Massot C, Degraeve B. Impact of physical activity, physical fitness and exercises on cognitive impairment in patients with multiple sclerosis: A review of evidence and underlying mechanisms. Rev Neurol (Paris) 2024; 180:583-598. [PMID: 37798163 DOI: 10.1016/j.neurol.2023.06.003] [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: 01/26/2023] [Revised: 06/05/2023] [Accepted: 06/10/2023] [Indexed: 10/07/2023]
Abstract
Cognitive impairment in persons with MS (pwMS) occurs commonly, early and independently of other clinical features of the disease. MS-related cognitive impairment is mainly characterized by weakening of information processing speed, working memory and episodic memory. Much evidence, based on both neuropsychological and neuroimaging outcomes, highlights successful cognitive rehabilitation interventions. In this context, promotion of physical activity and exercise training could be a dual, motor and cognitive, rehabilitation method. The aim of this article is, firstly, to review existing evidence regarding the effects of exercise on cognition among pwMS, and secondly, to explore the possible mechanisms of action of the cognitive-motor coupling.
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Affiliation(s)
- B Lenne
- Lille Catholic University, Lille, France; Groupement des hôpitaux de l'institut catholique de Lille (GHICL), Neurology Department, Lille, France.
| | - C Donze
- Lille Catholic University, Lille, France; Groupement des hôpitaux de l'institut catholique de Lille (GHICL), Neurology Department, Lille, France.
| | - C Massot
- Lille Catholic University, Lille, France; Groupement des hôpitaux de l'institut catholique de Lille (GHICL), Neurology Department, Lille, France; Université Polytechnique Hauts-de-France (UPHF), LAMIH, Valenciennes, France; CNRS, UMR 8201, Valenciennes, France.
| | - B Degraeve
- Lille Catholic University, Lille, France.
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Lenne B, Degraeve B, Davroux J, Norberciak L, Kwiatkowski A, Donze C. Improving cognition in people with multiple sclerosis: study protocol for a multiarm, randomised, blinded trial of multidomain cognitive rehabilitation using a video-serious game (E-SEP cognition). BMJ Neurol Open 2023; 5:e000488. [PMID: 38033375 PMCID: PMC10685921 DOI: 10.1136/bmjno-2023-000488] [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: 07/03/2023] [Accepted: 10/15/2023] [Indexed: 12/02/2023] Open
Abstract
Introduction Multiple sclerosis (MS) is a prevalent neurological disease characterised by disseminated areas of demyelination and atrophy within the central nervous system, inducing cognitive disorders in 45%-65% of persons with MS (PwMS). Neuropsychology and neuroimaging studies provide evidence of the effectiveness of cognitive rehabilitation interventions, including memory and attention. Recently, serious game therapy (SGT) has been used in rehabilitation to improve cognitive processing speed. The aim of this study is to describe the protocol of a randomised controlled trial (RCT) to test the efficacy of a tablet-based cognitive home intervention among ambulatory PwMS, in comparison to a standardised neuropsychological rehabilitation. Methods and analysis This will be a parallel-assignment, double-blinded, RCT. One hundred and fifty (75 per arm) PwMS will be randomly assigned to receive cognitive rehabilitation session over 4 months (four 20-min sessions/week) of either: (1) tablet-based SGT or (2) conventional cognitive exercises. The same assessor will evaluate outcome measures at three points: at baseline (T0), after the 16 therapy sessions weeks (T1), and 6 months after the end of treatment (T2). The primary outcomes were the scores from the Brief International Cognitive Assessment for Multiple Sclerosis (BICAMS). Data analysis will be performed to compare the efficacy of the two treatments. We expect superior efficiency of tablet-based SGT in contrast to conventional cognitive exercises, based on BICAMS measures of speed processing information and episodic memory. Ethics and dissemination The trial protocol is registered on ClinicalTrials.Gov (NCT04694534) and benefits from a favourable opinion from an ethics committee (RC-P0066-2018-A00411-54).
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Affiliation(s)
- Bruno Lenne
- ETHICS (EA7446), Lille Catholic University, Lille, France
- Neurology, Lille Catholic Institute Hospital Group, Lomme, Hauts-de-France, France
| | | | - Jessy Davroux
- Rehabilitation clinic, Lille Catholic Institute Hospital Group, Lomme, Hauts-de-France, France
| | - Laurène Norberciak
- Biostatistics department / Delegation for clinical research and innovation, Lille Catholic Institute Hospital Group, Lomme, Hauts-de-France, France
| | - Arnaud Kwiatkowski
- ETHICS (EA7446), Lille Catholic University, Lille, France
- Neurology, Lille Catholic Institute Hospital Group, Lomme, Hauts-de-France, France
| | - Cécile Donze
- ETHICS (EA7446), Lille Catholic University, Lille, France
- Rehabilitation clinic, Lille Catholic Institute Hospital Group, Lomme, Hauts-de-France, France
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Stein C, O'Keeffe F, Strahan O, McGuigan C, Bramham J. Systematic review of cognitive reserve in multiple sclerosis: Accounting for physical disability, fatigue, depression, and anxiety. Mult Scler Relat Disord 2023; 79:105017. [PMID: 37806233 DOI: 10.1016/j.msard.2023.105017] [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: 06/21/2023] [Revised: 08/03/2023] [Accepted: 09/17/2023] [Indexed: 10/10/2023]
Abstract
BACKGROUND Cognitive reserve (CR) describes an individual's ability to adapt cognitive processes in response to brain atrophy, and has been reported to explain some of the discrepancy between brain atrophy and cognitive functioning outcomes in multiple sclerosis (MS). CR in MS is typically investigated by assessing an individual's pre- and/or post-diagnosis enrichment, which includes premorbid intellectual abilities, educational level, occupational attainment, and engagement in cognitively enriching leisure activities. Common MS symptoms (e.g., physical disability, fatigue, depression, anxiety) may impact an individual's ability to engage in various CR-enhancing activities post-diagnosis. It is unknown to what extent these MS symptoms have been taken into account in MS research on CR. As such, we identified whether studies assessed CR using measures of premorbid or continuous (including post-diagnosis) enrichment. For studies investigating continuous enrichment, we identified whether studies accounted for MS-impact, which MS symptoms were accounted for, and how, and whether studies acknowledged MS symptoms as potential CR-confounds. METHODS Three electronic databases (PsycINFO, PubMed, Scopus) were searched. Eligible studies investigated CR proxies (e.g., estimated premorbid intellectual abilities, vocabulary knowledge, educational level, occupational attainment, cognitively enriching leisure activities, or a combination thereof) in relation to cognitive, brain atrophy or connectivity, or daily functioning outcomes in adult participants with MS. We extracted data on methods and measures used, including any MS symptoms taken into account. Objectives were addressed using frequency analyses and narrative synthesis. RESULTS 115 studies were included in this review. 47.8% of all studies investigated continuous enrichment. Approximately half of the studies investigating continuous enrichment accounted for potential MS-impact in their analyses, with only 31.0% clearly identifying that they treated MS symptoms as potential confounds for CR-enhancement. A narrative synthesis of studies which investigated CR with and without controlling statistically for MS-impact indicated that accounting for MS symptoms may impact findings concerning the protective nature of CR. CONCLUSION Fewer than half of the studies investigating CR proxies in MS involved continuous enrichment. Just over half of these studies accounted for potential MS-impact in their analyses. To achieve a more complete and accurate understanding of CR in MS, future research should investigate both pre-MS and continuous enrichment. In doing so, MS symptoms and their potential impact should be considered. Establishing greater consistency and rigour across CR research in MS will be crucial to produce an evidence base for the development of interventions aimed at improving quality of care and life for pwMS.
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Affiliation(s)
- Clara Stein
- University College Dublin, Belfield, Dublin 4, Ireland.
| | - Fiadhnait O'Keeffe
- University College Dublin, Belfield, Dublin 4, Ireland; St. Vincent's University Hospital, Elm Park, Dublin 4, Ireland
| | - Orla Strahan
- University College Dublin, Belfield, Dublin 4, Ireland
| | - Christopher McGuigan
- University College Dublin, Belfield, Dublin 4, Ireland; St. Vincent's University Hospital, Elm Park, Dublin 4, Ireland
| | - Jessica Bramham
- University College Dublin, Belfield, Dublin 4, Ireland; St. Vincent's University Hospital, Elm Park, Dublin 4, Ireland
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Manglani HR, Fisher ME, Duraney EJ, Nicholas JA, Prakash RS. A promising cognitive screener in multiple sclerosis: The NIH toolbox cognition battery concords with gold standard neuropsychological measures. Mult Scler 2022; 28:1762-1772. [PMID: 35531593 DOI: 10.1177/13524585221088731] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
BACKGROUND Routine cognitive screening is a priority in MS clinical care. The National Institutes of Health Toolbox (NIHTB) Cognition Battery is a 30-min instrument validated in neurological populations excluding MS. OBJECTIVES To assess construct validity of NIHTB tests and compare classification of cognitive impairment with gold-standard tests. To evaluate relationships between fluid cognition and clinical measures. METHODS Eighty-seven individuals, aged 30-59 years, completed the NIHTB, Minimal Assessment of Cognitive Function in MS (MACFIMS), Wechsler Adult Intelligence Scale-IV subtests, and measures of disease severity, depression, and fatigue. RESULTS The NIHTB showed adequate convergent validity for processing speed, working memory, and episodic memory. Although fluid cognition scores from the NIHTB and MACFIMS classified a similar proportion of participants as cognitively impaired, the two batteries differed in which individuals were classified as impaired versus preserved. NIHTB fluid cognition was inversely correlated with disease severity but not related to depression or fatigue. CONCLUSIONS The NIHTB concords with gold-standard measures, and classifies cognitive impairment at similar rates to the MACFIMS. Adjusted NIHTB fluid cognition was negatively associated with disease severity suggesting clinical utility. Psychometric validation of the NIHTB in clinical practice will elucidate its promise as a cognitive screener in MS.
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Affiliation(s)
- Heena R Manglani
- Department of Psychology, The Ohio State University, Columbus, OH, USA
| | - Megan E Fisher
- Department of Psychology, The Ohio State University, Columbus, OH, USA
| | | | | | - Ruchika Shaurya Prakash
- Department of Psychology, The Ohio State University, Columbus, OH, USA/Center for Cognitive and Behavioral Brain Imaging, The Ohio State University, Columbus, OH, USA Analyses for the current study were pre-registered on the Open Science Framework (https://osf.io/fcvga/)
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Rojas JI, Patrucco L, Pappolla A, Sánchez F, Cristiano E. Brain volume loss and physical and cognitive impairment in naive multiple sclerosis patients treated with fingolimod: prospective cohort study in Buenos Aires, Argentina. ARQUIVOS DE NEURO-PSIQUIATRIA 2022; 80:699-705. [PMID: 36254442 PMCID: PMC9685825 DOI: 10.1055/s-0042-1755277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 04/28/2023]
Abstract
BACKGROUND The percentage of brain volume loss (PBVL) has been classically considered as a biomarker in multiple sclerosis (MS). OBJECTIVE The objective of the present study was to analyze if the PBVL during the 1st year after the onset of the disease predicts physical and cognitive impairment (CI). METHODS Prospective study that included naïve patients without cognitive impairment who initiated MS treatment with fingolimod. Patients were followed for 3 years and relapses, expanded disability status scale (EDSS) progression (defined as worsening of 1 point on the EDSS), the annual PBVL (evaluated by structural image evaluation using normalization of atrophy [SIENA]), and the presence of CI were evaluated. Cognitive impairment was defined in patients who scored at least 2 standard deviations (SDs) below controls on at least 2 domains. The PBVL after 1 year of treatment with fingolimod was used as an independent variable, while CI and EDSS progression at the 3rd year of follow-up as dependent variables. RESULTS A total of 71 patients were included, with a mean age of 35.4 ± 3 years old. At the 3rd year, 14% of the patients were classified as CI and 6.2% had EDSS progression. In the CI group, the PBVL during the 1st year was - 0.52 (±0.07) versus -0.42 (±0.04) in the no CI group (p < 0.01; odds ratio [OR] = 2.24; 95% confidence interval [CI]: 1.72-2.44). In the group that showed EDSS progression, the PBVL during the 1st year was - 0.59 (±0.05) versus - 0.42 (±0.03) (p < 0.01; OR = 2.33; 95%CI: 1.60-2.55). CONCLUSIONS A higher PBVL during the 1st year in naïve MS patients was independently associated with a significant risk of CI and EDSS progression.
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Affiliation(s)
- Juan Ignacio Rojas
- Multiple Sclerosis Center of Buenos Aires, Buenos Aires, Argentina
- Hospital Universitario CEMIC, Neurology Service, Buenos Aires, Argentina
| | - Liliana Patrucco
- Hospital Italiano de Buenos Aires, Neurology Service, Buenos Aires, Argentina
| | - Agustín Pappolla
- Hospital Italiano de Buenos Aires, Neurology Service, Buenos Aires, Argentina
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Cadden MH, Guty ET, Arnett PA. Cognitive Reserve Attenuates the Effect of Disability on Depression in Multiple Sclerosis. Arch Clin Neuropsychol 2019; 34:495-502. [PMID: 30165504 DOI: 10.1093/arclin/acy067] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2018] [Revised: 06/16/2018] [Accepted: 07/23/2018] [Indexed: 11/12/2022] Open
Abstract
OBJECTIVE The current study explored the moderating role of cognitive reserve on the relationship between disability and depression in a sample of individuals in which brain pathology is thought to contribute to depression (multiple sclerosis; MS). METHOD Fifty-four individuals with MS were examined. Depression was measured using the Beck Depression Inventory-Fast Screen (BDI-FS). In addition to collecting demographic (education) and disease burden (Expanded Disability Status Scale; EDSS) related variables, participants completed a neuropsychological test battery and psychosocial questionnaires. Cognitive reserve (CR) was conceptualized in two ways: Fixed CR and Malleable CR. Fixed CR was measured using years of education and crystallized intelligence (Shipley Vocabulary). Malleable CR was operationalized as a composite of measures from the Cognitive Heath Questionnaire (CHQ). Two regressions on depression (BDI-FS) examining either type of cognitive reserve, EDSS, and their interactions were explored. Results: The interaction between EDSS and both conceptualizations of cognitive reserve were significant, t(50) = -2.60, p = .013, PRE = .12 (Fixed CR); t(47) = -2.02, p = .049, PRE = .08 (Malleable CR). Simple effects testing revealed the same pattern regardless of the type of cognitive reserve examined; EDSS predicted depression only in those with low cognitive reserve. CONCLUSIONS Cognitive reserve moderates the relationship between disability and depression in MS; disability does not appear to influence depression in those with high cognitive reserve.
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Affiliation(s)
- Margaret H Cadden
- Department of Psychology, The Pennsylvania State University, University Park, PA, USA
| | - Erin T Guty
- Department of Psychology, The Pennsylvania State University, University Park, PA, USA
| | - Peter A Arnett
- Department of Psychology, The Pennsylvania State University, University Park, PA, USA
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Kalb R, Beier M, Benedict RH, Charvet L, Costello K, Feinstein A, Gingold J, Goverover Y, Halper J, Harris C, Kostich L, Krupp L, Lathi E, LaRocca N, Thrower B, DeLuca J. Recommendations for cognitive screening and management in multiple sclerosis care. Mult Scler 2018; 24:1665-1680. [PMID: 30303036 PMCID: PMC6238181 DOI: 10.1177/1352458518803785] [Citation(s) in RCA: 248] [Impact Index Per Article: 41.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Purpose: To promote understanding of cognitive impairment in multiple sclerosis (MS), recommend optimal screening, monitoring, and treatment strategies, and address barriers to optimal management. Methods: The National MS Society (“Society”) convened experts in cognitive dysfunction (clinicians, researchers, and lay people with MS) to review the published literature, reach consensus on optimal strategies for screening, monitoring, and treating cognitive changes, and propose strategies to address barriers to optimal care. Recommendations: Based on current evidence, the Society makes the following recommendations, endorsed by the Consortium of Multiple Sclerosis Centers and the International Multiple Sclerosis Cognition Society:
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Affiliation(s)
- Rosalind Kalb
- National Multiple Sclerosis Society, New York, NY, USA
| | - Meghan Beier
- Division of Rehabilitation Psychology and Neuropsychology, Department of Physical Medicine and Rehabilitation, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | | | - Leigh Charvet
- Department of Neurology, Langone Medical Center, New York University, New York, NY, USA
| | | | - Anthony Feinstein
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | | | | | - June Halper
- The Consortium of Multiple Sclerosis Centers and International Organization of Multiple Sclerosis Nurses, Multiple Sclerosis Nurses International Certification Board, Hackensack, NJ, USA
| | - Colleen Harris
- Multiple Sclerosis Center, University of Calgary, Calgary, AB, Canada
| | - Lori Kostich
- The Mandell Center for Multiple Sclerosis, Mount Sinai Rehabilitation Hospital, Hartford, CT, USA
| | - Lauren Krupp
- Department of Neurology, NYU Langone Health, New York University, New York, NY, USA
| | - Ellen Lathi
- The Elliot Lewis Center for Multiple Sclerosis Care, Wellesley, MA, USA
| | | | - Ben Thrower
- Emory University, Atlanta, GA, USA/Andrew C. Carlos Multiple Sclerosis Institute at Shepherd Center, Atlanta, GA, USA
| | - John DeLuca
- Department of Physical Medicine and Rehabilitation and Department of Neurology, Rutgers New Jersey Medical School, Newark, NJ, USA
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Barbu RM, Berard JA, Gresham LM, Walker LAS. Longitudinal Stability of Cognition in Early-Phase Relapsing-Remitting Multiple Sclerosis: Does Cognitive Reserve Play a Role? Int J MS Care 2018; 20:173-179. [PMID: 30150901 DOI: 10.7224/1537-2073.2016-073] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Background Up to 70% of people with multiple sclerosis (MS) experience cognitive impairment. Some remain cognitively intact despite advanced disease. Cognitive reserve (CR) theory postulates that individuals with higher levels of intellectual enrichment can tolerate more pathology than others before exhibiting cognitive impairment. Methods Thirty-two individuals with early-phase relapsing-remitting MS with mild physical disability and disease duration less than 10 years and 32 controls were recruited. At baseline and after 3 years, participants completed neuropsychological tests evaluating several cognitive domains. The CR was assessed via a cognitive reserve index (CRI) using educational levels and North American Adult Reading Test scores. Change in cognition was assessed using a reliable change index. Results At baseline, people with MS performed worse than controls on visual memory. There were no significant group differences on information processing speed, learning, language, and executive functions. Most cognitive domains showed no change over time, and CRI was not a significant predictor in the regression model. Conclusions People with MS performed worse on memory tasks at baseline compared with controls. Cognitive change differed between people with MS and controls in executive functions. Although people with MS and controls improved over time, beyond practice effects, people with MS improved less than controls. Overall, no cognitive deterioration was noted over time, and CR did not predict change in cognition. Sample homogeneity in terms of disease stage and CR may explain these findings.
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Rojas JI, Murphy G, Sanchez F, Patrucco L, Fernandez MC, Miguez J, Funes J, Golimstok A, Cristiano E. Thalamus volume change and cognitive impairment in early relapsing-remitting multiple sclerosis patients. Neuroradiol J 2018; 31:350-355. [PMID: 29869576 DOI: 10.1177/1971400918781977] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Aims The objective of the study was to assess whether changes in the volume of the thalamus during the onset of multiple sclerosis predict cognitive impairment after accounting for the effects of brain volume loss. Methods A prospective study included patients with relapsing-remitting multiple sclerosis less than 3 years after disease onset (defined as the first demyelinating symptom), Expanded Disability Status Scale of 3 or less, no history of cognitive impairment and at least 2 years of follow-up. Patients were clinically followed up with annual brain magnetic resonance imaging and neuropsychological evaluations for 2 years. Measures of memory, information processing speed and executive function were evaluated at baseline and follow-up with a comprehensive neuropsychological test battery. After 2 years, the patients were classified into two groups, one with and the other without cognitive impairment. Brain dual-echo, high-resolution three-dimensional T1-weighted magnetic resonance imaging scans were acquired at baseline and every 12 months for 2 years. Between-group differences in thalamus volume, total and neocortical grey matter and white matter volumes were assessed using FIRST, SIENA, SIENAXr, FIRST software (logistic regression analysis P < 0.05 significant). Results Sixty-one patients, mean age 38.4 years, 35 (57%) women were included. At 2 years of follow-up, 17 (28%) had cognitive impairment. Cognitive impairment patients exhibited significantly slower information processing speed and attentional deficits compared with patients without cognitive impairment ( P < 0.001 and P = 0.02, respectively). In the cognitive impairment group a significant reduction in the percentage of thalamus volume ( P < 0.001) was observed compared with the group without cognitive impairment. Conclusion We observed a significant decrease in thalamus volume in multiple sclerosis-related cognitive impairment.
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Affiliation(s)
- Juan I Rojas
- 1 Multiple Sclerosis Center of Buenos Aires, Italian Hospital of Buenos Aires, Argentina
| | - Georgina Murphy
- 2 Department of Neurology, Italian Hospital of Buenos Aires, Argentina
| | - Francisco Sanchez
- 1 Multiple Sclerosis Center of Buenos Aires, Italian Hospital of Buenos Aires, Argentina.,3 Laboratory of Immunomodulators - Laboratory of Tumor Immunopharmacology, University of Buenos Aires, Argentina
| | - Liliana Patrucco
- 1 Multiple Sclerosis Center of Buenos Aires, Italian Hospital of Buenos Aires, Argentina
| | - Maria C Fernandez
- 2 Department of Neurology, Italian Hospital of Buenos Aires, Argentina
| | - Jimena Miguez
- 1 Multiple Sclerosis Center of Buenos Aires, Italian Hospital of Buenos Aires, Argentina
| | - Jorge Funes
- 4 Department of Neuroradiology, Italian Hospital of Buenos Aires, Argentina
| | - Angel Golimstok
- 2 Department of Neurology, Italian Hospital of Buenos Aires, Argentina
| | - Edgardo Cristiano
- 1 Multiple Sclerosis Center of Buenos Aires, Italian Hospital of Buenos Aires, Argentina
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Santangelo G, Bisecco A, Trojano L, Sacco R, Siciliano M, d’Ambrosio A, Della Corte M, Lavorgna L, Bonavita S, Tedeschi G, Gallo A. Cognitive performance in multiple sclerosis: the contribution of intellectual enrichment and brain MRI measures. J Neurol 2018; 265:1772-1779. [DOI: 10.1007/s00415-018-8905-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Revised: 05/11/2018] [Accepted: 05/12/2018] [Indexed: 11/24/2022]
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Della Corte M, Santangelo G, Bisecco A, Sacco R, Siciliano M, d'Ambrosio A, Docimo R, Cuomo T, Lavorgna L, Bonavita S, Tedeschi G, Gallo A. A simple measure of cognitive reserve is relevant for cognitive performance in MS patients. Neurol Sci 2018; 39:1267-1273. [PMID: 29728936 DOI: 10.1007/s10072-018-3422-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2018] [Accepted: 04/21/2018] [Indexed: 10/17/2022]
Abstract
Cognitive reserve (CR) contributes to preserve cognition despite brain damage. This theory has been applied to multiple sclerosis (MS) to explain the partial relationship between cognition and MRI markers of brain pathology. Our aim was to determine the relationship between two measures of CR and cognition in MS. One hundred and forty-seven MS patients were enrolled. Cognition was assessed using the Rao's Brief Repeatable Battery and the Stroop Test. CR was measured as the vocabulary subtest of the WAIS-R score (VOC) and the number of years of formal education (EDU). Regression analysis included raw score data on each neuropsychological (NP) test as dependent variables and demographic/clinical parameters, VOC, and EDU as independent predictors. A binary logistic regression analysis including clinical/CR parameters as covariates and absence/presence of cognitive deficits as dependent variables was performed too. VOC, but not EDU, was strongly correlated with performances at all ten NP tests. EDU was correlated with executive performances. The binary logistic regression showed that only the Expanded Disability Status Scale (EDSS) and VOC were independently correlated with the presence/absence of CD. The lower the VOC and/or the higher the EDSS, the higher the frequency of CD. In conclusion, our study supports the relevance of CR in subtending cognitive performances and the presence of CD in MS patients.
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Affiliation(s)
- Marida Della Corte
- Department of Medical, Surgical, Neurological, Metabolic and Aging Sciences, University of Campania "Luigi Vanvitelli", Piazza Luigi Miraglia, 2, 80138, Naples, Italy.,MRI-Center "SUN-FISM", University of Campania "Luigi Vanvitelli" and Institute of Diagnosis and Care "Hermitage-Capodimonte", Naples, Italy
| | - Gabriella Santangelo
- MRI-Center "SUN-FISM", University of Campania "Luigi Vanvitelli" and Institute of Diagnosis and Care "Hermitage-Capodimonte", Naples, Italy.,Department of Psychology, University of Campania "Luigi Vanvitelli", Caserta, Italy
| | - Alvino Bisecco
- Department of Medical, Surgical, Neurological, Metabolic and Aging Sciences, University of Campania "Luigi Vanvitelli", Piazza Luigi Miraglia, 2, 80138, Naples, Italy.,MRI-Center "SUN-FISM", University of Campania "Luigi Vanvitelli" and Institute of Diagnosis and Care "Hermitage-Capodimonte", Naples, Italy
| | - Rosaria Sacco
- Department of Medical, Surgical, Neurological, Metabolic and Aging Sciences, University of Campania "Luigi Vanvitelli", Piazza Luigi Miraglia, 2, 80138, Naples, Italy
| | - Mattia Siciliano
- Department of Medical, Surgical, Neurological, Metabolic and Aging Sciences, University of Campania "Luigi Vanvitelli", Piazza Luigi Miraglia, 2, 80138, Naples, Italy.,Department of Psychology, University of Campania "Luigi Vanvitelli", Caserta, Italy
| | - Alessandro d'Ambrosio
- Department of Medical, Surgical, Neurological, Metabolic and Aging Sciences, University of Campania "Luigi Vanvitelli", Piazza Luigi Miraglia, 2, 80138, Naples, Italy
| | - Renato Docimo
- Department of Medical, Surgical, Neurological, Metabolic and Aging Sciences, University of Campania "Luigi Vanvitelli", Piazza Luigi Miraglia, 2, 80138, Naples, Italy
| | - Teresa Cuomo
- Department of Neurology, "Umberto I" Hospital, Nocera Inferiore, SA, Italy
| | - Luigi Lavorgna
- Department of Medical, Surgical, Neurological, Metabolic and Aging Sciences, University of Campania "Luigi Vanvitelli", Piazza Luigi Miraglia, 2, 80138, Naples, Italy
| | - Simona Bonavita
- Department of Medical, Surgical, Neurological, Metabolic and Aging Sciences, University of Campania "Luigi Vanvitelli", Piazza Luigi Miraglia, 2, 80138, Naples, Italy.,MRI-Center "SUN-FISM", University of Campania "Luigi Vanvitelli" and Institute of Diagnosis and Care "Hermitage-Capodimonte", Naples, Italy
| | - Gioacchino Tedeschi
- Department of Medical, Surgical, Neurological, Metabolic and Aging Sciences, University of Campania "Luigi Vanvitelli", Piazza Luigi Miraglia, 2, 80138, Naples, Italy.,MRI-Center "SUN-FISM", University of Campania "Luigi Vanvitelli" and Institute of Diagnosis and Care "Hermitage-Capodimonte", Naples, Italy
| | - Antonio Gallo
- Department of Medical, Surgical, Neurological, Metabolic and Aging Sciences, University of Campania "Luigi Vanvitelli", Piazza Luigi Miraglia, 2, 80138, Naples, Italy. .,MRI-Center "SUN-FISM", University of Campania "Luigi Vanvitelli" and Institute of Diagnosis and Care "Hermitage-Capodimonte", Naples, Italy.
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Altieri M, Siciliano M, Pappacena S, Roldán-Tapia MD, Trojano L, Santangelo G. Psychometric properties of the Italian version of the Cognitive Reserve Scale (I-CRS). Neurol Sci 2018; 39:1383-1390. [PMID: 29728937 DOI: 10.1007/s10072-018-3432-0] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2017] [Accepted: 04/26/2018] [Indexed: 10/17/2022]
Abstract
The original definition of cognitive reserve (CR) refers to the individual differences in cognitive performance after a brain damage or pathology. Several proxies were proposed to evaluate CR (education, occupational attainment, premorbid IQ, leisure activities). Recently, some scales were developed to measure CR taking into account several cognitively stimulating activities. The aim of this study is to adapt the Cognitive Reserve Scale (I-CRS) for the Italian population and to explore its psychometric properties. I-CRS was administered to 547 healthy participants, ranging from 18 to 89 years old, along with neuropsychological and behavioral scales to evaluate cognitive functioning, depressive symptoms, and apathy. Cronbach's α, corrected item-total correlations, and the inter-item correlation matrix were calculated to evaluate the psychometric properties of the scale. Linear regression analysis was performed to build a correction grid of the I-CRS according to demographic variables. Correlational analyses were performed to explore the relationships between I-CRS and neuropsychological and behavioral scales. We found that age, sex, and education influenced the I-CRS score. Young adults and adults obtained higher I-CRS scores than elderly adults; women and participants with high educational attainment scored higher on I-CRS than men and participants with low education. I-CRS score correlated poorly with cognitive and depression scale scores, but moderately with apathy scale scores. I-CRS showed good psychometric properties and seemed to be a useful tool to assess CR in every adult life stage. Moreover, our findings suggest that apathy rather than depressive symptoms may interfere with the building of CR across the lifespan.
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Affiliation(s)
- Manuela Altieri
- Department of Psychology, University of Campania "Luigi Vanvitelli", 81100, Caserta, Italy
| | - Mattia Siciliano
- Department of Psychology, University of Campania "Luigi Vanvitelli", 81100, Caserta, Italy.,Department of Medical, Surgical, Neurologic, Metabolic and Aging Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Simona Pappacena
- Department of Psychology, University of Campania "Luigi Vanvitelli", 81100, Caserta, Italy
| | - María Dolores Roldán-Tapia
- Department of Psychology, Research Centre of Neuropsychological Evaluation and Rehabilitation, University of Almería, Almería, Spain
| | - Luigi Trojano
- Department of Psychology, University of Campania "Luigi Vanvitelli", 81100, Caserta, Italy.,ICS Maugeri, Institute of Telese, IRCCS, 82037, Telese Terme, BN, Italy
| | - Gabriella Santangelo
- Department of Psychology, University of Campania "Luigi Vanvitelli", 81100, Caserta, Italy.
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Reynoso-Alcántara V, Silva-Pereyra J, Fernández-Harmony T, Mondragón-Maya A. Principales efectos de la reserva cognitiva sobre diversas enfermedades: una revisión sistemática. ACTA ACUST UNITED AC 2018. [DOI: 10.1016/j.psiq.2018.02.005] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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14
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Rimkus CDM, Avolio IMB, Miotto EC, Pereira SA, Mendes MF, Callegaro D, Leite CDC. The protective effects of high-education levels on cognition in different stages of multiple sclerosis. Mult Scler Relat Disord 2018; 22:41-48. [DOI: 10.1016/j.msard.2018.03.001] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2017] [Revised: 02/15/2018] [Accepted: 03/01/2018] [Indexed: 10/17/2022]
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15
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Planche V, Ruet A, Charré‐Morin J, Deloire M, Brochet B, Tourdias T. Pattern separation performance is decreased in patients with early multiple sclerosis. Brain Behav 2017; 7:e00739. [PMID: 28828205 PMCID: PMC5561305 DOI: 10.1002/brb3.739] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2017] [Revised: 03/19/2017] [Accepted: 04/20/2017] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Hippocampal-dependent memory impairment is frequent and occurs early during the course of multiple sclerosis (MS). While mechanisms responsible for episodic memory dysfunction in patients with MS remain largely unknown, dentate gyrus structure has been suggested as particularly vulnerable at the early stage of the disease. If true, we hypothesized that the pattern separation component of episodic memory (a function known to be critically dependent to dentate gyrus function) would be impaired in patients with early MS (PweMS). METHODS Thirty eight participants (19 PweMS and 19 healthy controls matched on age, gender and education level) were tested with a behavioral pattern separation task and also for information processing speed and visuospatial episodic memory. RESULTS We report a significant decrease in pattern separation performance in PweMS compared to healthy controls (27.07 vs. 40.01, p = .030 after Holm-Bonferroni correction, d = 1.02) together with a significantly higher pattern completion rate (56.11 vs. 40.95, p = .004 after Holm-Bonferroni correction, d = 1.07) while no difference was found among groups for information processing speed and "global" visuospatial episodic memory regarding learning, long-term recall or recognition. CONCLUSION Our results suggest that behavioral pattern separation task can detect subtle memory decline in patients with MS and argue for early dentate gyrus dysfunction during the course of the disease.
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Affiliation(s)
- Vincent Planche
- University of BordeauxBordeauxFrance
- Neurocentre MagendieInserm U1215BordeauxFrance
- CHU de Clermont‐FerrandClermont‐FerrandFrance
| | - Aurélie Ruet
- University of BordeauxBordeauxFrance
- Neurocentre MagendieInserm U1215BordeauxFrance
- CHU de BordeauxBordeauxFrance
| | | | | | - Bruno Brochet
- University of BordeauxBordeauxFrance
- Neurocentre MagendieInserm U1215BordeauxFrance
- CHU de BordeauxBordeauxFrance
| | - Thomas Tourdias
- University of BordeauxBordeauxFrance
- Neurocentre MagendieInserm U1215BordeauxFrance
- CHU de BordeauxBordeauxFrance
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Davis AS, Finch WH, Drapeau C, Nogin M, E. Moss L, Moore B. Predicting verbal fluency using Word Reading: Implications for premorbid functioning. APPLIED NEUROPSYCHOLOGY-ADULT 2016; 23:403-10. [DOI: 10.1080/23279095.2016.1163262] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Affiliation(s)
- Andrew S. Davis
- Department of Educational Psychology, Ball State University, Muncie, IN, USA
| | - W. Holmes Finch
- Department of Educational Psychology, Ball State University, Muncie, IN, USA
| | - Christopher Drapeau
- Department of Educational Psychology, Ball State University, Muncie, IN, USA
| | - Margarita Nogin
- Department of Educational Psychology, Ball State University, Muncie, IN, USA
| | - Lauren E. Moss
- Department of Educational Psychology, Ball State University, Muncie, IN, USA
| | - Brittney Moore
- Department of Educational Psychology, Ball State University, Muncie, IN, USA
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17
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Hanna J, Feinstein A, Morrow SA. The association of pathological laughing and crying and cognitive impairment in multiple sclerosis. J Neurol Sci 2016; 361:200-3. [DOI: 10.1016/j.jns.2016.01.002] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2015] [Revised: 12/09/2015] [Accepted: 01/01/2016] [Indexed: 11/15/2022]
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18
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A genetic association study of two genes linked to neurodegeneration in a Sardinian multiple sclerosis population: The TARDBP Ala382Thr mutation and C9orf72 expansion. J Neurol Sci 2015; 357:229-34. [DOI: 10.1016/j.jns.2015.07.036] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2015] [Revised: 07/05/2015] [Accepted: 07/22/2015] [Indexed: 12/14/2022]
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Sundgren M, Wahlin Å, Maurex L, Brismar T. Event related potential and response time give evidence for a physiological reserve in cognitive functioning in relapsing–remitting multiple sclerosis. J Neurol Sci 2015; 356:107-12. [DOI: 10.1016/j.jns.2015.06.025] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2015] [Revised: 06/12/2015] [Accepted: 06/13/2015] [Indexed: 10/23/2022]
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20
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Martins Da Silva A, Cavaco S, Moreira I, Bettencourt A, Santos E, Pinto C, Gonçalves A, Coutinho E, Samões R, Dias CC, Teixeira-Pinto A, Da Silva BM, Montalban X. Cognitive reserve in multiple sclerosis: Protective effects of education. Mult Scler 2015; 21:1312-21. [DOI: 10.1177/1352458515581874] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2014] [Accepted: 02/28/2015] [Indexed: 11/16/2022]
Abstract
Background: Recent data suggest that cognitive reserve modulates the adverse effects of multiple sclerosis (MS) pathology on cognitive functioning; however, the protective effects of education in MS are still unclear. Objective: To explore education as an indicator of cognitive reserve, while controlling for demographic, clinical and genetic features. Methods: A total of 419 MS patients and 159 healthy comparison (HC) subjects underwent a comprehensive neuropsychological (NP) assessment, and answered the Hospital Anxiety and Depression Scale. Based on the HC data, MS patients’ NP scores were adjusted for sex, age and education; and the estimated 5th percentile (or 95th percentile, when appropriate) was used to identify any deficits. Patients also performed the Mini-Mental State Examination (MMSE); and their human leucocyte antigen HLA-DRB1 and apolipoprotein E ( ApoE) genotypes were investigated. Results: Patients with higher education were less likely ( p < 0.05) to have cognitive deficits than those with lower education, even when controlling for other covariates. Other significant predictors of cognitive deficit were: age, Expanded Disability Status Scale (EDSS), Multiple Sclerosis Severity Scale (MSSS), and a progressive course. No significant association was found with the HLA-DRB1*15:01 or ApoE ε4 alleles. Conclusions: These results provide support to the use of education as a proxy of cognitive reserve in MS and stress the need to take into account education when approaching cognition in MS.
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Affiliation(s)
- Ana Martins Da Silva
- Neurology Service, Hospital de Santo António, Porto, Portugal/Unit for Multidisciplinary Research in Biomedicine, Abel Salazar Institute of Biomedical Sciences, University of Porto – UMIB/ICBAS/UP
| | - Sara Cavaco
- Neurology Service, Hospital de Santo António, Porto, Portugal/Unit for Multidisciplinary Research in Biomedicine, Abel Salazar Institute of Biomedical Sciences, University of Porto – UMIB/ICBAS/UP
| | - Inês Moreira
- Unit for Multidisciplinary Research in Biomedicine, Abel Salazar Institute of Biomedical Sciences, University of Porto – UMIB/ICBAS/UP
| | - Andreia Bettencourt
- Unit for Multidisciplinary Research in Biomedicine, Abel Salazar Institute of Biomedical Sciences, University of Porto – UMIB/ICBAS/UP
| | - Ernestina Santos
- Neurology Service, Hospital de Santo António, Porto, Portugal/Unit for Multidisciplinary Research in Biomedicine, Abel Salazar Institute of Biomedical Sciences, University of Porto – UMIB/ICBAS/UP
| | - Cláudia Pinto
- Neurology Service, Hospital de Santo António, Porto, Portugal/Unit for Multidisciplinary Research in Biomedicine, Abel Salazar Institute of Biomedical Sciences, University of Porto – UMIB/ICBAS/UP
| | - Alexandra Gonçalves
- Neurology Service, Hospital de Santo António, Porto, Portugal/Unit for Multidisciplinary Research in Biomedicine, Abel Salazar Institute of Biomedical Sciences, University of Porto – UMIB/ICBAS/UP/Faculty of Medicine, University of Porto, Portugal
| | - Ester Coutinho
- Neurology Service, Hospital de Santo António, Porto, Portugal
| | - Raquel Samões
- Neurology Service, Hospital de Santo António, Porto, Portugal
| | - Cláudia C Dias
- Faculty of Medicine, University of Porto, Portugal/CINTESIS - Centre for Research in Health Informatics Systems and Technologies, Porto, Portugal
| | - Armando Teixeira-Pinto
- CINTESIS - Centre for Research in Health Informatics Systems and Technologies, Porto, Portugal/Sydney School of Public Health, University of Sydney, Australia
| | - Berta Martins Da Silva
- Unit for Multidisciplinary Research in Biomedicine, Abel Salazar Institute of Biomedical Sciences, University of Porto – UMIB/ICBAS/UP
| | - Xavier Montalban
- Unitat de Neuroimmunologia Clínica, Centre d’Esclerosi Multiple de Catalunya, Barcelona, Spain
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Cognitive Reserve and Alzheimer’s Disease. Mol Neurobiol 2014; 51:187-208. [DOI: 10.1007/s12035-014-8720-y] [Citation(s) in RCA: 72] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2014] [Accepted: 04/17/2014] [Indexed: 12/13/2022]
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De Stefano N, Airas L, Grigoriadis N, Mattle HP, O'Riordan J, Oreja-Guevara C, Sellebjerg F, Stankoff B, Walczak A, Wiendl H, Kieseier BC. Clinical relevance of brain volume measures in multiple sclerosis. CNS Drugs 2014; 28:147-56. [PMID: 24446248 DOI: 10.1007/s40263-014-0140-z] [Citation(s) in RCA: 219] [Impact Index Per Article: 21.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
Multiple sclerosis (MS) is a chronic disease with an inflammatory and neurodegenerative pathology. Axonal loss and neurodegeneration occurs early in the disease course and may lead to irreversible neurological impairment. Changes in brain volume, observed from the earliest stage of MS and proceeding throughout the disease course, may be an accurate measure of neurodegeneration and tissue damage. There are a number of magnetic resonance imaging-based methods for determining global or regional brain volume, including cross-sectional (e.g. brain parenchymal fraction) and longitudinal techniques (e.g. SIENA [Structural Image Evaluation using Normalization of Atrophy]). Although these methods are sensitive and reproducible, caution must be exercised when interpreting brain volume data, as numerous factors (e.g. pseudoatrophy) may have a confounding effect on measurements, especially in a disease with complex pathological substrates such as MS. Brain volume loss has been correlated with disability progression and cognitive impairment in MS, with the loss of grey matter volume more closely correlated with clinical measures than loss of white matter volume. Preventing brain volume loss may therefore have important clinical implications affecting treatment decisions, with several clinical trials now demonstrating an effect of disease-modifying treatments (DMTs) on reducing brain volume loss. In clinical practice, it may therefore be important to consider the potential impact of a therapy on reducing the rate of brain volume loss. This article reviews the measurement of brain volume in clinical trials and practice, the effect of DMTs on brain volume change across trials and the clinical relevance of brain volume loss in MS.
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Affiliation(s)
- Nicola De Stefano
- Department of Medicine, Surgery and Neuroscience, University of Siena, Viale Bracci 2, Siena, 53100, Italy,
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Pinter D, Sumowski J, DeLuca J, Fazekas F, Pichler A, Khalil M, Langkammer C, Fuchs S, Enzinger C. Higher education moderates the effect of T2 lesion load and third ventricle width on cognition in multiple sclerosis. PLoS One 2014; 9:e87567. [PMID: 24475309 PMCID: PMC3903771 DOI: 10.1371/journal.pone.0087567] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2013] [Accepted: 12/20/2013] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Previous work suggested greater intellectual enrichment might moderate the negative impact of brain atrophy on cognition. This awaits confirmation in independent cohorts including investigation of the role of T2-lesion load (T2-LL), which is another important determinant of cognition in MS. We here thus aimed to test this cognitive reserve hypothesis by investigating whether educational attainment (EA) moderates the negative effects of both brain atrophy and T2-LL on cognitive function in a large sample of MS patients. METHODS 137 patients participated in the study. Cognition was assessed by the "Brief Repeatable Battery of Neuropsychological Tests." T2-LL, normalized brain volume (global volume loss) and third ventricle width (regional volume loss) served as MRI markers. RESULTS Both T2-LL and atrophy predicted worse cognition, with a stronger effect of T2-LL. Higher EA (as assessed by years of education) also predicted better cognition. Interactions showed that the negative effects of T2-LL and regional brain atrophy were moderated by EA. CONCLUSIONS In a cohort with different stages of MS, higher EA attenuated the negative effects of white matter lesion burden and third ventricle width (suggestive of thalamic atrophy) on cognitive performance. Actively enhancing cognitive reserve might thus be a means to reduce or prevent cognitive problems in MS in parallel to disease modifying drugs.
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Affiliation(s)
- Daniela Pinter
- Department of Neurology, Medical University of Graz, Graz, Austria
| | - James Sumowski
- Neuropsychology & Neuroscience Laboratory, Kessler Foundation Research Center in West Orange, New Jersey, United States of America
| | - John DeLuca
- Department of Physical Medicine and Rehabilitation & Neurology and Neurosciences, Kessler Foundation Research Center in West Orange, New Jersey, United States of America
| | - Franz Fazekas
- Department of Neurology, Medical University of Graz, Graz, Austria
| | | | - Michael Khalil
- Department of Neurology, Medical University of Graz, Graz, Austria
| | | | - Siegrid Fuchs
- Department of Neurology, Medical University of Graz, Graz, Austria
| | - Christian Enzinger
- Department of Neurology, Medical University of Graz, Graz, Austria
- Division of Neuroradiology, Medical University of Graz, Graz, Austria
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