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Sousa C, Jacques T, Sá MJ, Alves RA. Cognitive impairment in multiple sclerosis phenotypes: Neuropsychological assessment in a portuguese sample. APPLIED NEUROPSYCHOLOGY. ADULT 2024; 31:1153-1162. [PMID: 35977707 DOI: 10.1080/23279095.2022.2112681] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
BACKGROUND Cognitive impairment affects 40-65% of MS patients, encompassing all disease stages and types of clinical courses. This estimation is based on different instruments used and population normative data. OBJECTIVE This study aims to assess the cognitive function in a hospital-based cohort of Portuguese MS patients, to allow estimating the prevalence of cognitive impairment in different phenotypes. METHODS Three hundred and thirteen patients with Multiple Sclerosis (MS) underwent neuropsychological assessment with the brief repeatable battery of neuropsychological tests (BRBN-T) and the brief international cognitive assessment for multiple sclerosis (BICAMS). RESULTS Differences were observed in the cognitive impairment profile of different disease phenotypes and of the different disease severity stages. RRMS patients performed better in the cognitive test of the BRBN-T and BICAMS than those with progressive disease phenotypes. Relationships between cognitive impairment and disability and professional status were relevant. Although similarities could be observed in the cognitive profile of the MS phenotypes, with predominant involvement of verbal memory, verbal fluency, and information processing speed, the latter was found to be more frequent as the disease progressed. CONCLUSION This study contributes to improve knowledge about the cognitive profile of the different MS phenotypes and understand the cognitive characteristics of Portuguese patients.
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Affiliation(s)
- Cláudia Sousa
- Department of Neurology, Centro Hospitalar Universitário São João Porto, EPE, Porto, Portugal
- Faculty of Psychology and Educational Sciences, University of Porto, Porto, Portugal
- Department of Psychology, Centro Hospitalar Universitário São João Porto, EPE, Porto, Portugal
| | - Teresa Jacques
- Faculty of Psychology and Educational Sciences, University of Porto, Porto, Portugal
| | - Maria José Sá
- Department of Neurology, Centro Hospitalar Universitário São João Porto, EPE, Porto, Portugal
- Faculty of Health Sciences, Universidade Fernando Pessoa, Porto, Portugal
| | - Rui A Alves
- Faculty of Psychology and Educational Sciences, University of Porto, Porto, Portugal
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Najafi M, Farahmand G, Balali P, Behkar A, Shahbazi M, Moradian N, Pouyanmanouchehri S, Harirchian MH, Ranji S. The Effect of Rituximab on the Cognitive Function of Patients with Relapsing-Remitting Multiple Sclerosis. Clin Ther 2024; 46:e1-e5. [PMID: 39214713 DOI: 10.1016/j.clinthera.2024.07.011] [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: 08/26/2023] [Revised: 02/25/2024] [Accepted: 07/23/2024] [Indexed: 09/04/2024]
Abstract
PURPOSE Cognitive impairment can begin in the early stages of multiple sclerosis (MS). No medicine has been approved for treating cognitive impairment in MS patients. There is a lack of data on the role of rituximab in managing cognitive impairment in MS patients. Using minimal assessment of cognitive function in MS (MACFIMS), this study aims to investigate the effect of rituximab on the cognitive status of relapsing-remitting MS (RRMS) patients. METHODS In this pre-post interventional trial, 28 eligible RRMS patients participated. They were administered rituximab for a year. Cognitive tests (MACFIMS), MS neuropsychological questionnaire (MSNQ), and Beck depression inventory-fast screen (BDI-FS) scores were evaluated at baseline, six, and 12 months following rituximab administration. FINDINGS Eighteen participants with a mean age of 40.5 ± 12.91, 7 men, completed all three follow-ups. There was no statistically significant change in BDI-FS, MSNQ, Paced Auditory Serial Addition Test (P: 0.743), Symbol Digit Modalities Test (P: 0.711), Brief Visual Memory Test (BVMT) (P: 0.426), learning BVMT (P: 0.268), and delayed recall BVMT (P: 0.394) scores. However, the California Verbal Learning Test (CVLT), CVLT learning, and Controlled Oral Word Association Test scores significantly improved by 45.2% (P < 0.001), 12.3% (P: 0.013), and 26.7% (P: 0.011), respectively, 6-month follow-up rituximab treatment. There was a significant improvement in CVLT (+55.7%, P < 0.001), CVLT learning (+15.9%, P: 0.011), and delayed recall CVLT (+28%, P: 0.022) scores 12-month follow-up rituximab treatment. IMPLICATIONS Rituximab prevents cognitive deterioration and improves some cognitive functions. Further investigations with a larger sample size, longer follow-ups, and inclusion of a placebo or another treatment arm are recommended.
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Affiliation(s)
- Masood Najafi
- Iranian Center of Neurological Research, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Ghasem Farahmand
- Iranian Center of Neurological Research, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Pargol Balali
- Iranian Center of Neurological Research, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Atefeh Behkar
- Iranian Center of Neurological Research, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran; Occupational Sleep Research Center, Baharloo Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Mojtaba Shahbazi
- Iranian Center of Neurological Research, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Negar Moradian
- Iranian Center of Neurological Research, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Sara Pouyanmanouchehri
- Iranian Center of Neurological Research, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad Hossein Harirchian
- Iranian Center of Neurological Research, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Sara Ranji
- Iranian Center of Neurological Research, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran.
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Maggi G, Altieri M, Risi M, Rippa V, Borgo RM, Sacco R, Buonanno D, D'Ambrosio A, Bisecco A, Santangelo G, Gallo A. Vocabulary knowledge as a reliable proxy of cognitive reserve in multiple sclerosis: a validation study. Neurol Sci 2024; 45:3931-3938. [PMID: 38418663 PMCID: PMC11254959 DOI: 10.1007/s10072-024-07388-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Accepted: 02/04/2024] [Indexed: 03/02/2024]
Abstract
INTRODUCTION The present study aimed to explore the suitability of the vocabulary knowledge (VOC) test as an accurate and reliable proxy of cognitive reserve (CR) by evaluating its psychometric properties and discrimination accuracy compared with other CR measures in multiple sclerosis (MS). METHODS Sixty-eight consecutive people with multiple sclerosis (pwMS), followed at our MS outpatient clinic, completed a clinical evaluation and neuropsychological assessment including: VOC, Brief Repeatable Battery of Neuropsychological Tests (BRB-N), Cognitive Reserve Index Questionnaire (CRIq), Beck Depression Inventory-II, and State-Trait Anxiety Inventory. Reliability, convergent and divergent validity, and discrimination accuracy of the VOC were assessed using educational level as reference standard. The possible effects of sociodemographic and clinical factors on VOC and their role in predicting global cognitive status were also explored. RESULTS VOC demonstrated good internal consistency (Cronbach's α = 0.894) and adequate construct validity. It showed an acceptable level of discrimination between pwMS with high and low CR, comparable to the CRIq score. Education strongly affected VOC scores, which in turn were independent of MS features. VOC emerged as an independent predictor of global cognitive status together with MS-related disability. CONCLUSION We demonstrated the validity of VOC as a reliable CR measure in pwMS. Thus, CR may also be estimated using fixed objective measures, independent of brain pathology and clinical features. Early CR estimation may help clinicians identify pwMS at a higher risk of cognitive decline and plan strict neuropsychological monitoring and cognitive interventions.
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Affiliation(s)
- Gianpaolo Maggi
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy
- Department of Psychology, University of Campania "Luigi Vanvitelli", Caserta, Italy
| | - Manuela Altieri
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy.
- Department of Psychology, University of Campania "Luigi Vanvitelli", Caserta, Italy.
| | - Mario Risi
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Valentina Rippa
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Riccardo Maria Borgo
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Rosaria Sacco
- Department of Neurology, Neurocenter of Southern Switzerland (NSI), Regional Hospital of Lugano, Ente Ospedaliero Cantonale, Lugano, Switzerland
| | - Daniela Buonanno
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Alessandro D'Ambrosio
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Alvino Bisecco
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Gabriella Santangelo
- Department of Psychology, University of Campania "Luigi Vanvitelli", Caserta, Italy
| | - Antonio Gallo
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy
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Motamedy S, Soltani B, Kameshki H, Kermani AA, Amleshi RS, Nazeri M, Shabani M. The Therapeutic Potential and Molecular Mechanisms Underlying the Neuroprotective Effects of Sativex ® - A Cannabis-derived Spray. Mini Rev Med Chem 2024; 24:1427-1448. [PMID: 38318827 DOI: 10.2174/0113895575285934240123110158] [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: 11/16/2023] [Revised: 12/29/2023] [Accepted: 01/05/2024] [Indexed: 02/07/2024]
Abstract
Sativex is a cannabis-based medicine that comes in the form of an oromucosal spray. It contains equal amounts of Δ9-tetrahydrocannabinol and cannabidiol, two compounds derived from cannabis plants. Sativex has been shown to have positive effects on symptoms of amyotrophic lateral sclerosis (ALS), multiple sclerosis (MS), and sleep disorders. It also has analgesic, antiinflammatory, antitumoral, and neuroprotective properties, which make it a potential treatment option for other neurological disorders. The article reviews the results of recent preclinical and clinical studies that support the therapeutic potential of Sativex and the molecular mechanisms behind its neuroprotective benefits in various neurological disorders. The article also discusses the possible advantages and disadvantages of using Sativex as a neurotherapeutic agent, such as its safety, efficacy, availability, and legal status.
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Affiliation(s)
- Sina Motamedy
- Neuroscience Research Center, Neuropharmacology Institute, Kerman University of Medical Sciences, Kerman, Iran
| | - Bahareh Soltani
- Afzalipour Faculty of Medicine, Kerman University of Medical Sciences, Kerman, Iran
| | - Halimeh Kameshki
- Afzalipour Faculty of Medicine, Kerman University of Medical Sciences, Kerman, Iran
| | | | - Reza Saboori Amleshi
- Neuroscience Research Center, Neuropharmacology Institute, Kerman University of Medical Sciences, Kerman, Iran
| | - Masoud Nazeri
- Department of Anesthesiology, Friedrich-Alexander-University Erlangen-Nuremberg, University Hospital Erlangen, Krankenhausstraße 12, 91054 Erlangen, Germany
| | - Mohammad Shabani
- Neuroscience Research Center, Neuropharmacology Institute, Kerman University of Medical Sciences, Kerman, Iran
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Elkhooly M, Bao F, Raghib M, Millis S, Bernitsas E. Role of white matter in cognitive impairment among relapsing remitting multiple sclerosis patients. Mult Scler Relat Disord 2023; 79:105030. [PMID: 37837669 DOI: 10.1016/j.msard.2023.105030] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 08/14/2023] [Accepted: 09/23/2023] [Indexed: 10/16/2023]
Abstract
BACKGROUND Multiple Sclerosis (MS) associated cognitive impairment is believed to be mostly connected with damage to gray matter. The contribution of white matter is still poorly understood. We aim to examine the relationship between cognition and white matter tracts among relapsing remitting MS (RRMS) patients. METHODS Thirty RRMS patients were selected undergo the (3-seconds-interstimulus-interval paced auditory serial addition test) PASAT-3, the (symbol digit modalities test (SDMT) and full-brain MRI scans on a SIEMENS 3 Tesla Verio scanner. Diffusion Tensor Imaging (DTI) parameters, such as fractional anisotropy (FA) and mean diffusivity (MD) were examined in 37 white matter (WM) tracts. WM tracts were selected from the association pathways, projection pathways, commissural pathways by applying Human Connectome project (HCP)842 tractography atlas after DTI data reconstruction and registration to HCP1065 diffusion template in DSI Studio (version March 2021) In SPSS v26, Spearman's rank correlation analysis was used to examine the connection between DTI WM tracts and cognitive scores. The power of the study was increased by using false discovery rate (FDR) software. RESULTS The mean scores on the PASAT-3 and SDMT were 31.5 ± 12.8 and 46.9 ± 16.7 respectively. Better cognitive performance was correlated to higher FA values, while lower cognitive function was correlated to higher MD values. There was a positive correlation between FA values in the right medial lemniscus and superior cerebellar peduncle and SDMT scores (p 0.05). Additionally, there was a trend for significance between the FA values in the left corticothalamic tract and SDMT scores. MD values in the superior cerebellar peduncle, left arcuate Fasciculus and left extreme capsule were negatively correlated with SDMT scores (p<0.05). PASAT-3 scores were negatively correlated with MD values in the right cerebellum, however, there was no significant correlation between PASAT-3 and FA values. CONCLUSIONS White matter tracts, particularly the superior cerebellar peduncle, contribute to the cognitive impairment in RRMS. Larger sample sizes for longitudinal research are necessary.
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Affiliation(s)
- Mahmoud Elkhooly
- Neurology Department, Wayne State University, Detroit, MI 48201, USA; Department of Neurology and Psychiatry, Minia University, Minia, Egypt
| | - Fen Bao
- Neurology Department, Wayne State University, Detroit, MI 48201, USA
| | - Muhammad Raghib
- Neurology Department, Wayne State University, Detroit, MI 48201, USA
| | - Scott Millis
- Neurology Department, Wayne State University, Detroit, MI 48201, USA
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Tozlu C, Card S, Jamison K, Gauthier SA, Kuceyeski A. Larger lesion volume in people with multiple sclerosis is associated with increased transition energies between brain states and decreased entropy of brain activity. Netw Neurosci 2023; 7:539-556. [PMID: 37397885 PMCID: PMC10312270 DOI: 10.1162/netn_a_00292] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Accepted: 11/07/2022] [Indexed: 01/10/2024] Open
Abstract
Quantifying the relationship between the brain's functional activity patterns and its structural backbone is crucial when relating the severity of brain pathology to disability in multiple sclerosis (MS). Network control theory (NCT) characterizes the brain's energetic landscape using the structural connectome and patterns of brain activity over time. We applied NCT to investigate brain-state dynamics and energy landscapes in controls and people with MS (pwMS). We also computed entropy of brain activity and investigated its association with the dynamic landscape's transition energy and lesion volume. Brain states were identified by clustering regional brain activity vectors, and NCT was applied to compute the energy required to transition between these brain states. We found that entropy was negatively correlated with lesion volume and transition energy, and that larger transition energies were associated with pwMS with disability. This work supports the notion that shifts in the pattern of brain activity in pwMS without disability results in decreased transition energies compared to controls, but, as this shift evolves over the disease, transition energies increase beyond controls and disability occurs. Our results provide the first evidence in pwMS that larger lesion volumes result in greater transition energy between brain states and decreased entropy of brain activity.
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Affiliation(s)
- Ceren Tozlu
- Department of Radiology, Weill Cornell Medicine, New York, NY, USA
| | - Sophie Card
- Horace Greeley High School, Chappaqua, NY, USA
| | - Keith Jamison
- Department of Radiology, Weill Cornell Medicine, New York, NY, USA
| | - Susan A. Gauthier
- Department of Radiology, Weill Cornell Medicine, New York, NY, USA
- Judith Jaffe Multiple Sclerosis Center, Weill Cornell Medicine, New York, NY, USA
- Department of Neurology, Weill Cornell Medical College, New York, NY, USA
| | - Amy Kuceyeski
- Department of Radiology, Weill Cornell Medicine, New York, NY, USA
- Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
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Sabanagic-Hajric S, Memic-Serdarevic A, Sulejmanpasic G, Salihovic-Besirovic D, Kurtovic A, Bajramagic N, Mehmedika-Suljic E. Cognitive Imapirment in Multiple Sclerosis: Relation to Dysability, Duration and Type of Disease. Mater Sociomed 2023; 35:23-27. [PMID: 37095882 PMCID: PMC10122534 DOI: 10.5455/msm.2023.35.23-27] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Accepted: 03/02/2023] [Indexed: 04/26/2023] Open
Abstract
Background Cognitive dysfunctions are often presented as a symptom in multiple sclerosis which is associated with both structural and functional imapirments of neuronal networks in the brain. Objective The aim of the study was to evaluate the influence of dysability, duration and type of disesase on cognitive functions in multiple sclerosis patients. Methods This study included 60 MS patients treated at the Department of Neurology, Clinical Center University of Sarajevo. Inclusion criteria were clinically definite diagnosis of multiple sclerosis, 18 years of age or older and were able to give written informed consent. Cognitive function was evaluated by the Montreal Cognitive Assessment (MoCa) screening test. Mann-Whitney and Kruskal-Wallis test were used for comparisons between clinical characteristics and MoCa test scores. Results Out of 63.33% of patients had EDSS <=4.5. Disease lasted longer than 10 years in 30% of patients. 80% had relapsing-remitting MS and 20% had secondary progressive MS. 84,2 % of patients with EDSS ≤ 4.5 had cognitive dysfunction. Higher disability (rho=0,306, p<0,05), progressive type of disease (rho=0,377, p< 0,01) and longer disease duration (rho=0,282, p<0,05) were associated with worse overall cognitive functions. Level of disability showed statistical significant correlation with the executive functions and language domains of cognition (p<0.01). Longer disease duration was significant correlated with executive functions (p<0,01) and language domains (p<0,01), while progressive type of disease was signifacant correlated only with executive functions domain (p<0,01). MoCa score variables did not show a statistically significant difference in relation to the number of relapses per year and the use of imunoterapy. Statistically significant negative correlation was obtained between executive functions domain and level of disability, disease duration and progressive type of disease, while language domain significantly correlated only with disability level and progressive type of disease. Conclusion High percentage of MS patients has cognitive impairment. Patients with higher disability were presented with lower cognitive abilities, especially in executive functions and language domains. Higher frequency of cognitive impairment were presented in progessive forms of disaese and longer disease duration with strong influence on executive functions domains of cognition.
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Affiliation(s)
- Selma Sabanagic-Hajric
- Department of Neurology, Clinical Center University of Sarajevo, Sarajevo, Bosnia and Herzegovina
| | - Amra Memic-Serdarevic
- Department of Psychiatry, Clinical Center University of Sarajevo, Sarajevo, Bosnia and Herzegovina
| | - Gorana Sulejmanpasic
- Department of Psychiatry, Clinical Center University of Sarajevo, Sarajevo, Bosnia and Herzegovina
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Barile B, Ashtari P, Stamile C, Marzullo A, Maes F, Durand-Dubief F, Van Huffel S, Sappey-Marinier D. Classification of multiple sclerosis clinical profiles using machine learning and grey matter connectome. Front Robot AI 2022; 9:926255. [PMID: 36313252 PMCID: PMC9608344 DOI: 10.3389/frobt.2022.926255] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Accepted: 08/18/2022] [Indexed: 11/24/2022] Open
Abstract
Purpose: The main goal of this study is to investigate the discrimination power of Grey Matter (GM) thickness connectome data between Multiple Sclerosis (MS) clinical profiles using statistical and Machine Learning (ML) methods. Materials and Methods: A dataset composed of 90 MS patients acquired at the MS clinic of Lyon Neurological Hospital was used for the analysis. Four MS profiles were considered, corresponding to Clinical Isolated Syndrome (CIS), Relapsing-Remitting MS (RRMS), Secondary Progressive MS (SPMS), and Primary Progressive MS (PPMS). Each patient was classified in one of these profiles by our neurologist and underwent longitudinal MRI examinations including T1-weighted image acquisition at each examination, from which the GM tissue was segmented and the cortical GM thickness measured. Following the GM parcellation using two different atlases (FSAverage and Glasser 2016), the morphological connectome was built and six global metrics (Betweenness Centrality (BC), Assortativity (r), Transitivity (T), Efficiency (E g ), Modularity (Q) and Density (D)) were extracted. Based on their connectivity metrics, MS profiles were first statistically compared and second, classified using four different learning machines (Logistic Regression, Random Forest, Support Vector Machine and AdaBoost), combined in a higher level ensemble model by majority voting. Finally, the impact of the GM spatial resolution on the MS clinical profiles classification was analyzed. Results: Using binary comparisons between the four MS clinical profiles, statistical differences and classification performances higher than 0.7 were observed. Good performances were obtained when comparing the two early clinical forms, RRMS and PPMS (F1 score of 0.86), and the two neurodegenerative profiles, PPMS and SPMS (F1 score of 0.72). When comparing the two atlases, slightly better performances were obtained with the Glasser 2016 atlas, especially between RRMS with PPMS (F1 score of 0.83), compared to the FSAverage atlas (F1 score of 0.69). Also, the thresholding value for graph binarization was investigated suggesting more informative graph properties in the percentile range between 0.6 and 0.8. Conclusion: An automated pipeline was proposed for the classification of MS clinical profiles using six global graph metrics extracted from the GM morphological connectome of MS patients. This work demonstrated that GM morphological connectivity data could provide good classification performances by combining four simple ML models, without the cost of long and complex MR techniques, such as MR diffusion, and/or deep learning architectures.
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Affiliation(s)
- Berardino Barile
- CREATIS (UMR 5220 CNRS & U1294 INSERM), Université Claude Bernard Lyon1, INSA-Lyon, Université de Lyon, Lyon, France
- Department of Electrical Engineering, KU Leuven, Leuven, Belgium
| | - Pooya Ashtari
- Department of Electrical Engineering, KU Leuven, Leuven, Belgium
| | | | - Aldo Marzullo
- Department of Mathematics and Computer Science, University of Calabria, Rende, Italy
| | - Frederik Maes
- Department of Electrical Engineering, KU Leuven, Leuven, Belgium
| | - Françoise Durand-Dubief
- CREATIS (UMR 5220 CNRS & U1294 INSERM), Université Claude Bernard Lyon1, INSA-Lyon, Université de Lyon, Lyon, France
- Hôpital Neurologique, Service de Neurologie, Hospices Civils de Lyon, Bron, France
| | | | - Dominique Sappey-Marinier
- CREATIS (UMR 5220 CNRS & U1294 INSERM), Université Claude Bernard Lyon1, INSA-Lyon, Université de Lyon, Lyon, France
- CERMEP–Imagerie du Vivant, Université de Lyon, Lyon, France
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Bellew D, Davenport L, Monaghan R, Cogley C, Gaughan M, Yap SM, Tubridy N, Bramham J, McGuigan C, O'Keeffe F. Interpreting the clinical importance of the relationship between subjective fatigue and cognitive impairment in multiple sclerosis (MS): How BICAMS performance is affected by MS-related fatigue. Mult Scler Relat Disord 2022; 67:104161. [PMID: 36126538 DOI: 10.1016/j.msard.2022.104161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Revised: 07/31/2022] [Accepted: 09/04/2022] [Indexed: 10/31/2022]
Abstract
BACKGROUND There is evidence that subjective fatigue can influence cognitive functioning in multiple sclerosis (MS). DeLuca et al.'s (2004) Relative Consequence Model proposes that impairments to other high-level cognitive functions, such as memory, result from the disease's effect on information processing speed. OBJECTIVE The primary aims of the study were to investigate both 1) the relationship between subjective fatigue and cognitive functioning, as measured by the widely used Brief International Cognitive Assessment for Multiple Sclerosis (BICAMS) in MS; and 2) the consequential effect of fatigue on information processing speed as predicted by the Relative Consequence Model. METHODS 192 participants with MS attending tertiary referral MS centre completed the Modified Fatigue Impact Scale and BICAMS. RESULTS Multiple correlation analyses determined that there were statistically significant relationships between all domains assessed by the BICAMS and levels of fatigue, such that higher levels of self-reported fatigue were associated with lower performance on information-processing, and visual and verbal learning. After controlling for information processing speed, the strength of correlation between fatigue and learning performance weakened. Linear regression analysis showed that fatigue predicted the most variance in verbal learning and 11.7% of the overall variance in BICAMS performance. CONCLUSION Subjective fatigue and objective cognitive performance in MS are related. Caution is advised in the interpretation of BICAMS scores in cases where high levels of fatigue are present, and more detailed neuropsychological assessments may be required in order to accurately identify objective cognitive impairment independent of subjective fatigue.
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Affiliation(s)
- David Bellew
- School of Psychology, University College Dublin, Belfield, Dublin 4, Ireland
| | - Laura Davenport
- Department of Neurology, St. Vincent's University Hospital, Elm Park, Dublin 4, Ireland
| | - Ruth Monaghan
- Department of Neurology, St. Vincent's University Hospital, Elm Park, Dublin 4, Ireland
| | - Clodagh Cogley
- Department of Neurology, St. Vincent's University Hospital, Elm Park, Dublin 4, Ireland
| | - Maria Gaughan
- Department of Neurology, St. Vincent's University Hospital, Elm Park, Dublin 4, Ireland
| | - Siew Mei Yap
- Department of Neurology, St. Vincent's University Hospital, Elm Park, Dublin 4, Ireland
| | - Niall Tubridy
- Department of Neurology, St. Vincent's University Hospital, Elm Park, Dublin 4, Ireland
| | - Jessica Bramham
- School of Psychology, University College Dublin, Belfield, Dublin 4, Ireland
| | - Christopher McGuigan
- Department of Neurology, St. Vincent's University Hospital, Elm Park, Dublin 4, Ireland
| | - Fiadhnait O'Keeffe
- Department of Neurology, St. Vincent's University Hospital, Elm Park, Dublin 4, Ireland.
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The Complex Interplay Between Trait Fatigue and Cognition in Multiple Sclerosis. Psychol Belg 2022; 62:108-122. [PMID: 35414944 PMCID: PMC8932362 DOI: 10.5334/pb.1125] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Accepted: 02/21/2022] [Indexed: 11/20/2022] Open
Abstract
Cognitive impairments are frequent in patients with Multiple Sclerosis (MS). Yet, the influence of MS-related symptoms on cognitive status is not clear. Studies investigating the impact of trait fatigue along with anxio-depressive symptoms on cognition are seldom, and even less considered fatigue as multidimensional. Moreover, these studies provided conflicting results. Twenty-nine MS patients and 28 healthy controls, matched on age, gender and education underwent a full comprehensive neuropsychological assessment. Anxio-depressive and fatigue symptoms were assessed using the HAD scale and the MFIS, respectively. Six composite scores were derived from the neuropsychological assessment, reflecting the cognitive domains of working memory, verbal and visual learning, executive functions, attention and processing speed. Stepwise regression analyses were conducted in each group to investigate if trait cognitive and physical fatigue, depression and anxiety are relevant predictors of performance in each cognitive domain. In order to control for disease progression, patient’s EDSS score was also entered as predictor variable. In the MS group, trait physical fatigue was the only significant predictor of working memory score. Cognitive fatigue was a predictor for executive functioning performance and for processing speed (as well as EDSS score for processing speed). In the healthy controls group, only an association between executive functioning and depression was observed. Fatigue predicted cognition in MS patients only, beyond anxio-depressive symptoms and disease progression. Considering fatigue as a multidimensional symptom is paramount to better understand its association with cognition, as physical and cognitive fatigue are predictors of different cognitive processes.
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Phybrata Sensors and Machine Learning for Enhanced Neurophysiological Diagnosis and Treatment. SENSORS 2021; 21:s21217417. [PMID: 34770729 PMCID: PMC8587627 DOI: 10.3390/s21217417] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Revised: 11/03/2021] [Accepted: 11/03/2021] [Indexed: 11/29/2022]
Abstract
Concussion injuries remain a significant public health challenge. A significant unmet clinical need remains for tools that allow related physiological impairments and longer-term health risks to be identified earlier, better quantified, and more easily monitored over time. We address this challenge by combining a head-mounted wearable inertial motion unit (IMU)-based physiological vibration acceleration (“phybrata”) sensor and several candidate machine learning (ML) models. The performance of this solution is assessed for both binary classification of concussion patients and multiclass predictions of specific concussion-related neurophysiological impairments. Results are compared with previously reported approaches to ML-based concussion diagnostics. Using phybrata data from a previously reported concussion study population, four different machine learning models (Support Vector Machine, Random Forest Classifier, Extreme Gradient Boost, and Convolutional Neural Network) are first investigated for binary classification of the test population as healthy vs. concussion (Use Case 1). Results are compared for two different data preprocessing pipelines, Time-Series Averaging (TSA) and Non-Time-Series Feature Extraction (NTS). Next, the three best-performing NTS models are compared in terms of their multiclass prediction performance for specific concussion-related impairments: vestibular, neurological, both (Use Case 2). For Use Case 1, the NTS model approach outperformed the TSA approach, with the two best algorithms achieving an F1 score of 0.94. For Use Case 2, the NTS Random Forest model achieved the best performance in the testing set, with an F1 score of 0.90, and identified a wider range of relevant phybrata signal features that contributed to impairment classification compared with manual feature inspection and statistical data analysis. The overall classification performance achieved in the present work exceeds previously reported approaches to ML-based concussion diagnostics using other data sources and ML models. This study also demonstrates the first combination of a wearable IMU-based sensor and ML model that enables both binary classification of concussion patients and multiclass predictions of specific concussion-related neurophysiological impairments.
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Al-Falaki TA, Hamdan FB, Sheaheed NM. Assessment of cognitive functions in patients with multiple sclerosis. THE EGYPTIAN JOURNAL OF NEUROLOGY, PSYCHIATRY AND NEUROSURGERY 2021. [DOI: 10.1186/s41983-021-00383-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Abstract
Background
About 40–70% of patients with multiple sclerosis (MS) develop cognitive impairment (CI) throughout their life. We aim to study the influence of MS on cognitive changes. This is a case–control study of fifty patients with MS who met the revised 2017 Mc Donald Criteria and fifty age- and sex-matched healthy subjects. The Expanded Disability Status Scale (EDSS) was used to assess the degree of disability, and the Montreal Cognitive Assessment (MoCA) scoring system was used to assess cognitive function.
Results
MS patients show low total MoCA score than the controls. Total MoCA scores were lower in patients with CI versus those with intact cognition. CI was higher in those with a longer duration of illness and a high EDSS. MoCA was positively correlated with education level but negatively with EDSS and disease duration.
Conclusion
MoCA scale has optimal psychometric properties for routine clinical use in patients with MS, even in those with mild functional disability. The longer the disease duration and the higher the EDSS, the lower the MoCA score and the higher the education level, the higher the MoCA score. As for the profile of cognitive dysfunction in patients with MS, the domains most frequently failed by the patients were memory, attention, visuospatial learning, and language.
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13
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Simpson R, Simpson S, Wasilewski M, Mercer S, Lawrence M. Mindfulness-based interventions for people with multiple sclerosis: a systematic review and meta-aggregation of qualitative research studies. Disabil Rehabil 2021; 44:6179-6193. [PMID: 34498997 DOI: 10.1080/09638288.2021.1964622] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
PURPOSE Mindfulness-based interventions (MBIs) are effective treatments for stress, anxiety, and depression in PwMS. However, low adherence and high attrition may limit effectiveness. Qualitative research can provide important insights into MBI acceptability, accessibility, and implementation. This systematic review and meta-aggregation evaluated qualitative research findings on the use of MBIs for PwMS. METHODS Systematic searches were undertaken in six major electronic databases. Studies using qualitative or mixed methods were included. Two reviewers screened, data extracted, and critically appraised studies. Meta-aggregation was performed following the Joanna Briggs Institute approach, extracting findings, developing categories, and synthesizing findings. RESULTS Six eligible papers, including 136 PwMS were included in meta-aggregation. 136 findings were extracted, grouped into 17 categories, with four synthesized findings: (1) "accessing mindfulness," (2) "a sense of belonging," (3) "experiencing mindfulness," and (4) "making mindfulness more relevant and sustainable for PwMS." CONCLUSIONS MBIs for PwMS need to take into consideration disability which can limit accessibility. Online MBIs (synchronous and asynchronous) appear acceptable alternatives to traditional face-to-face courses. However, PwMS benefit from shared (mindful) experiencing and highlight MBI instructors as crucial in helping them understand and practice mindfulness. Involving PwMS in design, delivery, and iterative refinement would make MBIs more relevant to those taking part.IMPLICATIONS FOR REHABILITATIONBoth face-to-face and online Mindfulness-based interventions (MBIs) appear acceptable to PwMS and, ideally, people should be offered a choice in training modality.PwMS derive benefit from undertaking MBIs with their peers, where a sense of camaraderie and belonging develop through shared (mindful) experiences.Instructors delivering MBIs for PwMS should be knowledgeable about the condition; participants describe how the instructor has a key role in helping them practice mindfulness effectively in the context of unpleasant experiences associated with MS.MBIs tailored for PwMS should include a pre-course orientation session, clearly articulate how mindfulness practices can help with MS, provide well-organized course materials in large font size, and deliver individual mindfulness practices flexibly depending on participant need.
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Affiliation(s)
- Robert Simpson
- Division of Physical Medicine and Rehabilitation, Faculty of Medicine, University of Toronto, Canada.,Institute of Health and Wellbeing, University of Glasgow, Scotland, UK
| | - Sharon Simpson
- Institute of Health and Wellbeing, University of Glasgow, Scotland, UK
| | - Marina Wasilewski
- Division of Physical Medicine and Rehabilitation, Faculty of Medicine, University of Toronto, Canada
| | | | - Maggie Lawrence
- School of Health and Life Sciences, Glasgow Caledonian University, Scotland, UK
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Barile B, Marzullo A, Stamile C, Durand-Dubief F, Sappey-Marinier D. Ensemble Learning for Multiple Sclerosis Disability Estimation Using Brain Structural Connectivity. Brain Connect 2021; 12:476-488. [PMID: 34269618 DOI: 10.1089/brain.2020.1003] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Multiple Sclerosis (MS) is an autoimmune inflammatory disease of the central nervous system characterized by demyelination and neurodegeneration processes. It leads to different clinical courses and degrees of disability that need to be anticipated by the neurologist for personalized therapy. Recently, machine learning (ML) techniques have reached a high level of performance in brain disease diagnosis and/or prognosis, but the decision process of a trained ML system is typically non-transparent. Using brain structural connectivity data, a fully automatic ensemble learning model, augmented with an interpretable model, is proposed for the estimation of MS patients' disability, measured by the Expanded Disability Status Scale (EDSS). METHOD An ensemble of four boosting-based models (GBM, XGBoost, CatBoost, LightBoost) organized following a stacking generalization scheme, was developed using DTI-based structural connectivity data. In addition, an interpretable model based on conditional logistic regression was developed to explain the best performances in terms of white matter (WM) links for three classes of EDSS (Low, Medium, High). RESULTS The ensemble model reached excellent level of performance (RMSE of 0.92 ± 0.28) compared to single-based models and provided a better EDSS estimation using DTI-based structural connectivity data compared to conventional MRI measures associated with patient data (age, gender and disease duration). Used for interpretation of the estimation process, the counterfactual method showed the importance of certain brain networks, corresponding mainly to left hemisphere WM links, connecting the left superior temporal with the left posterior cingulate and the right precuneus gray matter regions, and the inter-hemispheric WM links constituting the corpus callosum. Also, a better accuracy estimation was found for the high disability class. CONCLUSION The combination of advanced ML models and sensitive techniques such as DTI-based structural connectivity demonstrated to be useful for the estimation of MS patients' disability and to point out the most important brain WM networks involved in disability.
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Affiliation(s)
- Berardino Barile
- Université Claude Bernard Lyon 1, 27098, 1CREATIS (UMR5220 & INSERM U1206), 43 Boulevard du 11 Novembre 1918, Villeurbanne, Villeurbanne, France, 69100;
| | - Aldo Marzullo
- University of Calabria, 18950, Mathematics and Computer Science, Arcavacata di Rende, Calabria, Italy;
| | | | - Francoise Durand-Dubief
- Hospices Civils de Lyon, 26900, Lyon, Auvergne-Rhône-Alpes , France.,Université Claude Bernard Lyon 1, 27098, CREATIS (UMR5220 & INSERM U1206), Villeurbanne, Auvergne-Rhône-Alpes , France;
| | - Dominique Sappey-Marinier
- Université de Lyon, 133614, Lyon, Auvergne-Rhône-Alpes , France.,Université Claude Bernard Lyon 1, 27098, CREATIS (UMR5220 & INSERM U1206), Villeurbanne, Auvergne-Rhône-Alpes , France;
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15
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Abdel Hafeez MA, Zamzam DA, Swelam MS, Steit AA, Masoud J, Nasser AA, Hazzou A, Hamid E, Aref H, Zakaria MF, Fouad MM. Telephone-based assessment of multiple sclerosis patients at Ain Shams University Hospital in the coronavirus disease 2019 pandemic. THE EGYPTIAN JOURNAL OF NEUROLOGY, PSYCHIATRY AND NEUROSURGERY 2021; 57:66. [PMID: 34093002 PMCID: PMC8164886 DOI: 10.1186/s41983-021-00316-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Accepted: 05/07/2021] [Indexed: 11/30/2022] Open
Abstract
Background Assessment of multiple sclerosis (MS) patients during the era of the coronavirus disease 2019 (COVID-19) pandemic was confronted with the overwhelmed healthcare facilities in Egypt and fear of the patients to get infected while attending the follow-up visits. This study aimed to assess the value of telephone-based assessments in the follow-up of MS patients. It includes one hundred and five patients who participated in the study and completed 3 telephone-based assessments which are the Hauser Ambulation index, Multiple Sclerosis Neuropsychology Questionnaire (MSNQ), and Symptoms of Multiple Sclerosis Scale (SMSS). Results The Hauser Ambulation index was significantly correlated with the latest Expanded Disability Status Scale (EDSS) score done within 1 month from the telephone call (r=0.738, P<0.001). The analysis of MSNQ scores showed that one-third of the study population had evidence of cognitive and/or neuropsychological impairment. Post hoc analysis regarding the cognitive and psychological impairment component of SMSS revealed that the patients who answered “Never” had significantly lower MSNQ scores compared to those who answered “Sometimes” (P=0.016), “Often” (P=0.022), and “Always” (P=0.001). The comparison of the EDSS scores of the patients regarding the sensory-motor impairment component of SMSS showed a non-significant difference. Conclusion The Hauser Ambulation index may be a reliable telephone-based tool for the assessment of physical disability. The MSNQ and the cognitive and psychological impairment component of SMSS can be used for the assessment of cognitive and psychological impairment among patients with MS.
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Affiliation(s)
| | - Dina A Zamzam
- Neurology Department, Ain Shams University, Cairo, Egypt
| | | | - Alaa Abo Steit
- Neurology Department, Ain Shams University, Cairo, Egypt
| | - Janet Masoud
- Neurology Department, Ain Shams University, Cairo, Egypt
| | | | - Ahmed Hazzou
- Neurology Department, Ain Shams University, Cairo, Egypt
| | - Eman Hamid
- Neurology Department, Ain Shams University, Cairo, Egypt
| | - Hany Aref
- Neurology Department, Ain Shams University, Cairo, Egypt
| | - Magd F Zakaria
- Neurology Department, Ain Shams University, Cairo, Egypt
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Interplay Between Cognitive and Bowel/Bladder Function in Multiple Sclerosis. Int Neurourol J 2021; 25:310-318. [PMID: 33957715 PMCID: PMC8748300 DOI: 10.5213/inj.2040346.173] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Accepted: 11/29/2020] [Indexed: 11/16/2022] Open
Abstract
Purpose The aim of this study was to evaluate the prevalence of bowel/bladder dysfunction in multiple sclerosis (MS) and its associations with cognitive impairment. Methods We prospectively enrolled 150 MS patients. Patients were administered the Symbol Digit Modality Test (SDMT), the Neurogenic Bowel Dysfunction Score (NBDS), and the Actionable Bladder Symptom Screening Tool (ABSST). The associations between bowel/bladder dysfunction and cognitive function were assessed through hierarchical regression models using the SDMT and clinicodemographic features as independent variables and NBDS and ABSST scores as dependent variables. Results The prevalence of bowel/bladder deficits was 44.7%, with 26 patients (17.3%) suffering from bowel deficits and 60 patients (40%) from bladder deficits. The total NBDS and ABSST scores were correlated with the SDMT (β=-0.10, P<0.001 and β=-0.03, P=0.04, respectively) after correction for demographic features and physical disability. Conclusions Bowel/bladder disorders are common in MS and are associated with both physical and cognitive disability burdens. As SDMT is embedded into routine clinical assessments, a lower score may warrant investigating bowel/bladder dysfunction due to the strong interplay of these factors.
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17
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Doskas T, Vavougios GD, Karampetsou P, Kormas C, Synadinakis E, Stavrogianni K, Sionidou P, Serdari A, Vorvolakos T, Iliopoulos I, Vadikolias Κ. Neurocognitive impairment and social cognition in multiple sclerosis. Int J Neurosci 2021; 132:1229-1244. [PMID: 33527857 DOI: 10.1080/00207454.2021.1879066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
PURPOSE/AIM OF THE STUDY The impairment of neurocognitive functions occurs in all subtypes of multiple sclerosis, even from the earliest stages of the disease. Commonly reported manifestations of cognitive impairment include deficits in attention, conceptual reasoning, processing efficiency, information processing speed, memory (episodic and working), verbal fluency (language), and executive functions. Multiple sclerosis patients also suffer from social cognition impairment, which affects their social functioning. The objective of the current paper is to assess the effect of neurocognitive impairment and its potential correlation with social cognition performance and impairment in multiple sclerosis patients. MATERIALS AND METHODS An overview of the available-to-date literature on neurocognitive impairment and social cognition performance in multiple sclerosis patients by disease subtype was performed. RESULTS It is not clear if social cognition impairment occurs independently or secondarily to neurocognitive impairment. There are associations of variable strengths between neurocognitive and social cognition deficits and their neural basis is increasingly investigated. CONCLUSIONS The prompt detection of neurocognitive predictors of social cognition impairment that may be applicable to all multiple sclerosis subtypes and intervention are crucial to prevent further neural and social cognition decline in multiple sclerosis patients.
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Affiliation(s)
- Triantafyllos Doskas
- Department of Neurology, Athens Naval Hospital, Athens, Greece.,Department of Neurology, University Hospital of Alexandroupolis, Alexandroupolis, Greece
| | | | | | | | | | | | | | - Aspasia Serdari
- Department of Psychiatry, University Hospital of Alexandroupolis, Alexandroupolis, Greece
| | - Theofanis Vorvolakos
- Department of Psychiatry, University Hospital of Alexandroupolis, Alexandroupolis, Greece
| | - Ioannis Iliopoulos
- Department of Neurology, University Hospital of Alexandroupolis, Alexandroupolis, Greece
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18
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Ostolaza A, Corroza J, Ayuso T. Multiple sclerosis and aging: comorbidity and treatment challenges. Mult Scler Relat Disord 2021; 50:102815. [PMID: 33581613 DOI: 10.1016/j.msard.2021.102815] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Revised: 01/27/2021] [Accepted: 02/01/2021] [Indexed: 11/26/2022]
Abstract
BACKGROUND The prevalence of elderly patients with MS is increasing, in conjunction with the ageing general population. This review will examine the principal characteristics of elderly patients with MS and how the concomitant pathologies affect them. Finally, it will assess the impact of the medications on these patients and whether it would be safe to discontinue the disease-modifying treatment. METHODS Searches using PubMed were conducted in October 2020 to collect studies assessing the impact of age and comorbidities on patients with MS. RESULTS Several studies showed that aged patients develop concomitant pathologies that could worsen the disease's prognosis. Also, MS itself may be closely related to cognitive impairment, even though the exact etiopathogenic mechanism of it is still unclear. To date, safety and efficacy of currently available drugs remain unassessed in elderly populations. These treatments may not be beneficial in preventing the progression of disability in ageing people with no signs of inflammatory activity, and discontinuation of treatment is often discussed in this subgroup of patients. CONCLUSIONS The presence of cardiovascular pathology, psychiatric disorders, diabetes or cancer is further associated with increased mortality in MS patients. The diagnosis and treatment of the disease is challenged by both age-related comorbidities and clinical variations compared to younger patients. It may be safe to discontinue treatment in elderly patients with no clinico-radiological activity.
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Affiliation(s)
- Aiora Ostolaza
- Department of Neurology, Complejo Hospitalario de Navarra-IdiSNA (Navarra Institute for Health Research), Pamplona, Navarra, 31008, Spain.
| | - Jon Corroza
- Department of Neurology, Complejo Hospitalario de Navarra-IdiSNA (Navarra Institute for Health Research), Pamplona, Navarra, 31008, Spain
| | - Teresa Ayuso
- Department of Neurology, Complejo Hospitalario de Navarra-IdiSNA (Navarra Institute for Health Research), Pamplona, Navarra, 31008, Spain
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19
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Amiri S, Behnezhad S. Sleep Disturbances and Physical Impairment: A Systematic Review and Meta-Analysis. PHYSICAL & OCCUPATIONAL THERAPY IN GERIATRICS 2021. [DOI: 10.1080/02703181.2021.1871699] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Affiliation(s)
- Sohrab Amiri
- Behavioral Sciences Research Center, Lifestyle Institute, Baqiyatallah University of Medical Sciences, Tehran, Iran
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20
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Alirezaei M, Forouzannia SM, Yarahmadi P, Sahraian MA, Owji M, Bidadian M, Ghadiri F, Naser Moghadasi A. Demographic features, behavioral measures, and clinical factors as predictors of cognitive function in patients with multiple sclerosis. Mult Scler Relat Disord 2021; 49:102758. [PMID: 33567391 DOI: 10.1016/j.msard.2021.102758] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2020] [Revised: 12/12/2020] [Accepted: 12/30/2020] [Indexed: 11/16/2022]
Abstract
BACKGROUND One of the most concerning features that involves 40-70% of patients with multiple sclerosis (MS) is cognitive impairment. Moreover, it affects various aspects of patients' life. In this regard, this study was conducted to find independent predictors of cognitive function. METHOD We performed a cross-sectional analysis on 92 patients chosen from MS clinic of Sina hospital, Iran. After completing a general questionnaire of demographic and various clinical features, the included participants (patients with RRMS) underwent neuropsychological assessment using Minimal Assessment of Cognitive function in Multiple Sclerosis (MACFIMS), Expanded disability Status Scale (EDSS), Beck Depression Inventory II (BDI-II), and National American Adult Reading Test (NAART). An un-weighted average of MACFIMS subscales z-scores was reported as cognitive index. In order to find the association between CI and different factors, each variable was entered in a simple regression model first. Then, a univariate multiple regression model was invoked to evaluate the predictors of cognitive index in patients. RESULTS Simple regression for cognitive index of 92 patients (86% female) with a mean age of 33.4±7.6 years old suffering of RRMS for 6.8±4.8 years revealed patients with history of former smoking (p=0.001), sole visual symptoms as the presentation sign of the study (β=-0.341, p=0.001), lower EDSS score (β=-0.299, p=0.005), higher NAART score (β=0.416, p≤0.0001), and college education (p=0.001), had better cognitive function in our study population. Such factors including age, educational status, BDI-II score, EDSS score, and disease duration were fixed and the other significant factors entered once separately and then simultaneously in the univariate multiple linear regression model. It was revealed that former smoking (β=-0.372, p≤0.0001), NAART (β=0.304, p=0.002), and EDSS (β= -0.185, P=0.045) are associated significantly with the cognitive function of patients with multiple sclerosis. CONCLUSION This study demonstrated NAART, as a proxy of premorbid intelligence, history of former smoking, and EDSS score may have effects on cognitive function in MS. Future studies need to be invoked for the evaluation of the causality relation of these factors.
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Affiliation(s)
- Mohammad Alirezaei
- Multiple Sclerosis Research Center; Neuroscience institute; Tehran University of Medical Sciences; Tehran; Iran
| | - Seyed Mohammad Forouzannia
- Multiple Sclerosis Research Center; Neuroscience institute; Tehran University of Medical Sciences; Tehran; Iran
| | - Pourya Yarahmadi
- Multiple Sclerosis Research Center; Neuroscience institute; Tehran University of Medical Sciences; Tehran; Iran
| | - Mohammad Ali Sahraian
- Multiple Sclerosis Research Center; Neuroscience institute; Tehran University of Medical Sciences; Tehran; Iran
| | - Mahsa Owji
- Multiple Sclerosis Research Center; Neuroscience institute; Tehran University of Medical Sciences; Tehran; Iran
| | - Maryam Bidadian
- Department of psychology, School of humanities, Tarbiat Modares University, Tehran, Iran
| | - Fereshteh Ghadiri
- Multiple Sclerosis Research Center; Neuroscience institute; Tehran University of Medical Sciences; Tehran; Iran
| | - Abdorreza Naser Moghadasi
- Multiple Sclerosis Research Center; Neuroscience institute; Tehran University of Medical Sciences; Tehran; Iran.
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21
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Iva P, Fielding J, Clough M, White O, Godic B, Martin R, Rajan R. Speech Discrimination Tasks: A Sensitive Sensory and Cognitive Measure in Early and Mild Multiple Sclerosis. Front Neurosci 2021; 14:604991. [PMID: 33424540 PMCID: PMC7786116 DOI: 10.3389/fnins.2020.604991] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Accepted: 11/30/2020] [Indexed: 11/13/2022] Open
Abstract
There is a need for reliable and objective measures of early and mild symptomology in multiple sclerosis (MS), as deficits can be subtle and difficult to quantify objectively in patients without overt physical deficits. We hypothesized that a speech-in-noise (SiN) task would be sensitive to demyelinating effects on precise neural timing and diffuse higher-level networks required for speech intelligibility, and therefore be a useful tool for monitoring sensory and cognitive changes in early MS. The objective of this study was to develop a SiN task for clinical use that sensitively monitors disease activity in early (<5 years) and late (>10 years) stages of MS subjects with mild severity [Expanded Disability Status Scale (EDSS) score < 3]. Pre-recorded Bamford-Kowal-Bench sentences and isolated keywords were presented at five signal-to-noise ratios (SNR) in one of two background noises: speech-weighted noise and eight-talker babble. All speech and noise were presented via headphones to controls (n = 38), early MS (n = 23), and late MS (n = 12) who were required to verbally repeat the target speech. MS subjects also completed extensive neuropsychological testing which included: Paced Auditory Serial Addition Test, Digit Span Test, and California Verbal Learning Test. Despite normal hearing thresholds, subjects with early and late mild MS displayed speech discrimination deficits when sentences and words were presented in babble - but not speech-weighted noise. Significant correlations between SiN performance and standardized neuropsychological assessments indicated that MS subjects with lower functional scores also had poorer speech discrimination. Furthermore, a quick 5-min task with words and keywords presented in multi-talker babble at an SNR of -1 dB was 82% accurate in discriminating mildly impaired MS individuals (median EDSS = 0) from healthy controls. Quantifying functional deficits in mild MS will help clinicians to maximize the opportunities to preserve neurological reserve in patients with appropriate therapeutic management, particularly in the earliest stages. Given that physical assessments are not informative in this fully ambulatory cohort, a quick 5-min task with words and keywords presented in multi-talker babble at a single SNR could serve as a complementary test for clinical use due to its ease of use and speed.
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Affiliation(s)
- Pippa Iva
- Department of Physiology, Biomedicine Discovery Institute, Monash University, Melbourne, VIC, Australia
| | - Joanne Fielding
- Department of Neuroscience, Central Clinical School, Monash University, Alfred Centre, Melbourne, VIC, Australia
| | - Meaghan Clough
- Department of Neuroscience, Central Clinical School, Monash University, Alfred Centre, Melbourne, VIC, Australia
| | - Owen White
- Department of Neuroscience, Central Clinical School, Monash University, Alfred Centre, Melbourne, VIC, Australia
| | - Branislava Godic
- Department of Physiology, Biomedicine Discovery Institute, Monash University, Melbourne, VIC, Australia
| | - Russell Martin
- Department of Physiology, Biomedicine Discovery Institute, Monash University, Melbourne, VIC, Australia
| | - Ramesh Rajan
- Department of Physiology, Biomedicine Discovery Institute, Monash University, Melbourne, VIC, Australia
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22
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Leone C, Moumdjian L, Patti F, Vanzeir E, Baert I, Veldkamp R, Van Wijmeersch B, Feys P. Comparing 16 Different Dual-Tasking Paradigms in Individuals With Multiple Sclerosis and Healthy Controls: Working Memory Tasks Indicate Cognitive-Motor Interference. Front Neurol 2020; 11:918. [PMID: 32982934 PMCID: PMC7485559 DOI: 10.3389/fneur.2020.00918] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2020] [Accepted: 07/16/2020] [Indexed: 11/15/2022] Open
Abstract
Background: Cognitive–motor interference (CMI) is measured by dual-tasking (DT), which involves motor and cognitive tasks. There is no consensus as to whether CMI is present in multiple sclerosis (MS). Objectives: We investigated the effects of 16 DT conditions by measuring motor complexity, cognitive domain, and task difficulty. Method: In total, 40 persons with MS (pwMSs) with Expanded Disease Status Scale (EDSS) 3.2 ± 1.7 and 31 age- and sex-matched healthy controls (HCs) completed 2 single walking, 8 single cognitive, and 2 complex walking tasks and 16 cognitive–motor DT. The main outcomes were mean values of gait velocity and the percentage change from single to DT (motor DT costs, mDTCs) and mean values of cognitive task accuracy and the percentage changes (cognitive DTC, cDTC). Results: Two-way analyses of variance showed the main effect of cognitive task yielded an F ratio of F(4, 268) = 72.35, p < 0.01, for mean gait velocity, and an F ratio of F(4, 304) = 17.12, p < 0.001, for mDTC, indicating that the mean velocity was significantly lower and the mDTC significantly higher for DS_B (mean = 1.27, SD = 0.03, and mean = 13.52, SD = 1.28, respectively). The main effect of cognitive task yielded an F ratio of F(4, 116) = 84.32, p < 0.001, with the lowest average accuracy for DS_B (mean = 43.95, SD = 3.33); no effect was found for cDTC. In pwMSs, the EDSS accounted for 28% (F = 13.65, p = 0.001) of variance in a model predicting the highest mDTC. Conclusions: Overall, among different cognitive tasks added, the Digit Span backward was the most interfering cognitive task over gait velocity and accuracy. The effect was similar independently from the motor complexity and the group. PwMSs and HCs behaved in a similar manner at all motor complexity levels and during all cognitive task.
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Affiliation(s)
- Carmela Leone
- Faculty of Rehabilitation Sciences, REVAL Rehabilitation Research Center, Hasselt University, Hasselt, Belgium
| | - Lousin Moumdjian
- Faculty of Rehabilitation Sciences, REVAL Rehabilitation Research Center, Hasselt University, Hasselt, Belgium.,Faculty of Arts and Philosophy, IPEM Institute of Psychoacoustics and Electronic Music, Ghent University, Ghent, Belgium
| | - Francesco Patti
- Section of Neurosciences, Department of Medical Sciences, Surgical and Advanced Technologies G.F. Ingrassia, University of Catania, Catania, Italy
| | - Ellen Vanzeir
- Rehabilitation and MS Centre Overpelt, Overpelt, Belgium
| | - Ilse Baert
- Faculty of Rehabilitation Sciences, REVAL Rehabilitation Research Center, Hasselt University, Hasselt, Belgium
| | - Renee Veldkamp
- Faculty of Rehabilitation Sciences, REVAL Rehabilitation Research Center, Hasselt University, Hasselt, Belgium
| | - Bart Van Wijmeersch
- Rehabilitation and MS Centre Overpelt, Overpelt, Belgium.,FBI, BIOMED, Faculty of Life Sciences and Physiotherapy, Hasselt University, Hasselt, Belgium
| | - Peter Feys
- Faculty of Rehabilitation Sciences, REVAL Rehabilitation Research Center, Hasselt University, Hasselt, Belgium
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Pinter D, Khalil M, Pirpamer L, Damulina A, Pichler A, Fruhwirth V, Ropele S, Schmidt R, Fuchs S, Enzinger C. Long-term course and morphological MRI correlates of cognitive function in multiple sclerosis. Mult Scler 2020; 27:954-963. [PMID: 32662720 DOI: 10.1177/1352458520941474] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
BACKGROUND Cognitive impairment frequently occurs in patients with MS (pwMS). Magnetic resonance imaging (MRI) markers could help to identify patients at risk for decline. OBJECTIVE To characterize the long-term course and morphological MRI correlates of cognitive function in pwMS. METHODS We invited 116 pwMS who had undergone clinical, cognitive, and MRI evaluations between 2006 and 2012 (baseline, BL) to attend follow-up (FU) testing between 2016 and 2018. Disability (expanded disability status scale (EDSS)), cognition (brief repeatable battery of neuropsychological test (BRB-N)), global and regional T2-lesion load (T2-LL), brain volumes, and cortical thickness were assessed. RESULTS Sixty-three pwMS were willing to attend the FU (54%; median EDSS = 2, interquartile range (IQR) = 2) and did not differ from non-participating pwMS regarding BL characteristics. At BL, half of the participants showed cognitive deficits in at least one domain. Across the entire group, we observed no relevant changes in physical disability and cognition over 10 years. BL thalamic volume best predicted cognitive function at FU, in addition to age and BL cognition, explaining 67% of variance. Cognitive decliners (23.8%) were older, had longer disease duration, and a tendency for lower thalamic volume at BL. CONCLUSION Thalamic volume predicted FU cognitive function and distinguished declining from stable pwMS, underlining the potential of MRI to define risk groups.
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Affiliation(s)
- Daniela Pinter
- Research Unit for Neuronal Plasticity and Repair, Medical University of Graz, Graz, Austria/Department of Neurology, Medical University of Graz, Graz, Austria
| | - Michael Khalil
- Department of Neurology, Medical University of Graz, Graz, Austria
| | - Lukas Pirpamer
- Department of Neurology, Medical University of Graz, Graz, Austria
| | - Anna Damulina
- Department of Neurology, Medical University of Graz, Graz, Austria
| | | | - Viktoria Fruhwirth
- Research Unit for Neuronal Plasticity and Repair, Medical University of Graz, Graz, Austria/Department of Neurology, Medical University of Graz, Graz, Austria
| | - Stefan Ropele
- Department of Neurology, Medical University of Graz, Graz, Austria
| | - Reinhold Schmidt
- Department of Neurology, Medical University of Graz, Graz, Austria
| | - Siegrid Fuchs
- Department of Neurology, Medical University of Graz, Graz, Austria
| | - Christian Enzinger
- Research Unit for Neuronal Plasticity and Repair, Medical University of Graz, Graz, Austria/Department of Neurology, Medical University of Graz, Graz, Austria/Division of Neuroradiology, Vascular and Interventional Radiology, Department of Radiology, Medical University of Graz, Graz, Austria
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De la Torre GG, Mato I, Doval S, Espinosa R, Moya M, Cantero R, Gonzalez M, Gonzalez C, Garcia MA, Hermans G, González-Torre S, Mestre JM, Hidalgo V. Neurocognitive and emotional status after one-year of mindfulness-based intervention in patients with relapsing-remitting multiple sclerosis. APPLIED NEUROPSYCHOLOGY-ADULT 2020; 29:183-192. [DOI: 10.1080/23279095.2020.1732388] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Affiliation(s)
| | - Isabel Mato
- Neuropsychology and Experimental Psychology Lab, University of Cadiz, Cádiz, Spain
| | - Sandra Doval
- Experimental Psychology Department, Complutense University, Madrid, Spain
| | - Raúl Espinosa
- Neurology, University Hospital Puerta del Mar, Cádiz, Spain
| | - Miguel Moya
- Neurology, University Hospital Puerta del Mar, Cádiz, Spain
| | - Rafael Cantero
- Neurology, University Hospital Puerta del Mar, Cádiz, Spain
| | | | - Carmen Gonzalez
- Neuropsychology and Experimental Psychology Lab, University of Cadiz, Cádiz, Spain
| | - Manuel A. Garcia
- Neuropsychology and Experimental Psychology Lab, University of Cadiz, Cádiz, Spain
| | | | - Sara González-Torre
- Neuropsychology and Experimental Psychology Lab, University of Cadiz, Cádiz, Spain
| | - Jose Miguel Mestre
- Neuropsychology and Experimental Psychology Lab, University of Cadiz, Cádiz, Spain
| | - Verónica Hidalgo
- Neuropsychology and Experimental Psychology Lab, University of Cadiz, Cádiz, Spain
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Mayssam EN, Eid C, Khoury SJ, Hannoun S. "No evidence of disease activity": Is it an aspirational therapeutic goal in multiple sclerosis? Mult Scler Relat Disord 2020; 40:101935. [PMID: 31951861 DOI: 10.1016/j.msard.2020.101935] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Revised: 01/02/2020] [Accepted: 01/04/2020] [Indexed: 01/01/2023]
Abstract
'No evidence of disease activity' (NEDA) that has been identified as a potential outcome measure for the evaluation of DMTs effects. The concept has been adopted from other diseases such as cancer where treatment is intended to free the patient from the disease. Disease-free status has been substituted by NEDA in MS, since we are limited when it comes to fully evaluating the underlying disease. In general, NEDA, otherwise termed as NEDA-3, is defined by the lack of disease activity based on the absence of clinical relapses, disability progression with the expanded disability status score (EDSS), and radiological activity. Recently, brain atrophy, a highly predictive marker of disability progression, has been added as a fourth component (NEDA-4). The use of this composite allowed a more comprehensive assessment of the disease activity. Indeed, it has an important role in clinical trials as a secondary outcome in addition to primary endpoints. However, the evidence is insufficient regarding the ability of NEDA to predict future disability and treatment response. Moreover, combining different composites does not eliminate the limitation of each, therefore the use of NEDA in clinical routine is still not implemented. The aim of this review is first to report from the literature the available definitions of NEDA and its different variants, and second, evaluate the importance of its use as a surrogate marker to assess the efficacy of different DMTs.
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Affiliation(s)
- El Najjar Mayssam
- Nehme and Therese Tohme Multiple Sclerosis Center, American University of Beirut Medical Center, Riad El Solh 1107 2020. P.O.Box: 11-0236, Beirut, Lebanon
| | - Cynthia Eid
- Nehme and Therese Tohme Multiple Sclerosis Center, American University of Beirut Medical Center, Riad El Solh 1107 2020. P.O.Box: 11-0236, Beirut, Lebanon
| | - Samia J Khoury
- Nehme and Therese Tohme Multiple Sclerosis Center, American University of Beirut Medical Center, Riad El Solh 1107 2020. P.O.Box: 11-0236, Beirut, Lebanon; Abu-Haidar Neuroscience Institute, American University of Beirut Medical Center, Beirut, Lebanon
| | - Salem Hannoun
- Nehme and Therese Tohme Multiple Sclerosis Center, American University of Beirut Medical Center, Riad El Solh 1107 2020. P.O.Box: 11-0236, Beirut, Lebanon; Abu-Haidar Neuroscience Institute, American University of Beirut Medical Center, Beirut, Lebanon.
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Abou Elmaaty AA, Flifel ME, Zarad CA. Correlation between brain magnetic resonance imaging, cognitive dysfunction and physical dysability in multiple sclerosis. THE EGYPTIAN JOURNAL OF NEUROLOGY, PSYCHIATRY AND NEUROSURGERY 2019. [DOI: 10.1186/s41983-019-0100-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
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Siripornpanich V, Rachiwong S, Ajjimaporn A. A pilot study on salivary cortisol secretion and auditory P300 event-related potential in patients with physical disability-related stress. Int J Neurosci 2019; 130:170-175. [PMID: 31516043 DOI: 10.1080/00207454.2019.1667786] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Objective: To evaluate the stress level and attention in workers with physical disabilities-related stress.Methods: Morning salivary cortisol was used as a stress marker while the event-related potential during the performance of the auditory oddball paradigm was conducted to investigate the attentive ability to sound stimuli. Eighteen injured workers (IP) and eighteen unaffected healthy adults (CP) were recruited for this study with half being men and the other half women (aged 21-55). Behavioral performance measures including reaction time (RT), accuracy rate, and commission error as well as the latency and amplitude of P300 wave over the central (Cz), centroparietal (CPz), and parietal (Pz) electroencephalogram electrode sites were used to compare the two groups.Results: This study demonstrated significantly higher salivary cortisol levels, longer RT, less accuracy to respond to the target during the auditory oddball paradigm in the IP group as compared to CP group. In addition, a significant prolongation of the peak latency of auditory P300 wave over CPz electrodes was also detected in IP group.Conclusion: The increased cortisol levels found in the IP group reflect the alteration of the basal hypothalamic-pituitary-adrenal axis as a result of the stresses of living with a physical disability. Delayed RT and the decreased in accuracy together with changing in peak latencies of auditory P300 wave indicate the impairment of attention networks in IP. Our study revealed that the patients with permanent physical disability.
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Affiliation(s)
- Vorasith Siripornpanich
- Research Center for Neuroscience, Institute of Molecular Biosciences, Mahidol University, Nakhon Pathom, Thailand
| | - Sunisa Rachiwong
- Faculty of Science and Technology, Suan Sunandha Rajabhat University, Bangkok, Thailand
| | - Amornpan Ajjimaporn
- College of Sports Science and Technology, Mahidol University, Nakhon Pathom, Thailand
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Heled E, Aloni R, Achiron A. Cognitive functions and disability progression in relapsing-remitting multiple sclerosis: A longitudinal study. APPLIED NEUROPSYCHOLOGY-ADULT 2019; 28:210-219. [PMID: 31204507 DOI: 10.1080/23279095.2019.1624260] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Longitudinal studies have shown inconsistent findings regarding the association between cognition, demographic characteristics, and clinical decline in relapsing-remitting multiple sclerosis (RRMS). Our objective was to further explore these relations, over time, while also considering age and sex. A total of 183 patients with RRMS were assessed at two time points, using a neuropsychological battery and the Expanded Disability Status Scale (EDSS). For the first assessment, participants were divided by age (<29, 30-39, 40-49, 50-60) and sex. Next, they were divided according to their participation in one of three interval assessment points: 2-3, 4-5, and 6-8 years. Cognitive function was not correlated with disease duration but was negatively correlated with EDSS score. Men under 29 and women under 39 showed negative correlations between cognitive and clinical impairment. Executive functions, attention, and information processing speed (IPS) showed cognitive decline between the first and second assessments. Furthermore, at the 4-5 year interval IPS predicted EDSS scores, while at the 6-8 year interval it was IPS and visuo-spatial ability. Therefore, relation between clinical status and cognition is not consistent across different age and sex groups. Additionally, cognitive deterioration is only partially evident longitudinally; however, IPS appears to be the most sensitive in predicting one's future clinical condition.
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Affiliation(s)
- Eyal Heled
- Department of Psychology, Ariel University, Ariel, Israel.,Neurological Rehabilitation Department, Sheba Medical Center, Tel-Hashomer, Ramat Gan, Israel
| | - Roy Aloni
- Department of Psychology, Ariel University, Ariel, Israel.,Multiple Sclerosis Center, Sheba Medical Center, Tel-Hashomer, Ramat Gan, Israel
| | - Anat Achiron
- Multiple Sclerosis Center, Sheba Medical Center, Tel-Hashomer, Ramat Gan, Israel.,Sackler School of Medicine, Tel-Aviv University, Tel Aviv, Israel
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Does cognitive reserve play any role in multiple sclerosis? A meta-analytic study. Mult Scler Relat Disord 2019; 30:265-276. [DOI: 10.1016/j.msard.2019.02.017] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2018] [Revised: 02/07/2019] [Accepted: 02/11/2019] [Indexed: 12/12/2022]
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Brochet B, Ruet A. Cognitive Impairment in Multiple Sclerosis With Regards to Disease Duration and Clinical Phenotypes. Front Neurol 2019; 10:261. [PMID: 30949122 PMCID: PMC6435517 DOI: 10.3389/fneur.2019.00261] [Citation(s) in RCA: 119] [Impact Index Per Article: 23.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2018] [Accepted: 02/27/2019] [Indexed: 12/26/2022] Open
Abstract
The relationships between cognitive impairment that exist during the clinical course of multiple sclerosis (MS) remain poorly described. The effect of disease duration has been studied in a few longitudinal cohorts and some cross-sectional studies that suggest that cognitive deficits tend to extend with disease duration. However, the effect of disease duration seems to be confounded by the effect of age. At the pre-clinical stage, cognitive deficits have been observed in patients with radiologically isolated syndromes, and their profile is similar than in clinically isolated syndromes (CIS) and relapsing-remitting MS (RRMS). The frequency of cognitive impairment tends to be higher in RRMS than in CIS. In these phenotypes, slowness of information processing speed (IPS) and episodic verbal and visuo-spatial memory deficits are frequently observed, but executive functions, and in particular verbal fluency, could also be impaired. More frequent and severe deficits are reported in SPMS than in RRMS with more severe deficits for memory tests, working memory and IPS. Similarly to what is observed in SPMS, patients with primary progressive MS (PPMS) present with a wide range of cognitive deficits in IPS, attention, working memory, executive functions, and verbal episodic memory with more tests and domains impaired than RRMS patients. Altogether these data suggested that not only the duration of the disease and age play an important role in the cognitive profile of patients, but also the phenotype itself, probably because of its specific pathological mechanism.
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Affiliation(s)
- Bruno Brochet
- Service de Neurologie, CHU de Bordeaux, Bordeaux, France.,Team Glia-Neuron Interactions, Neurocentre Magendie, INSERM U1215, Université de Bordeaux, Bordeaux, France
| | - Aurélie Ruet
- Service de Neurologie, CHU de Bordeaux, Bordeaux, France.,Team Glia-Neuron Interactions, Neurocentre Magendie, INSERM U1215, Université de Bordeaux, Bordeaux, France
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Amato MP, Prestipino E, Bellinvia A. Identifying risk factors for cognitive issues in multiple sclerosis. Expert Rev Neurother 2019; 19:333-347. [PMID: 30829076 DOI: 10.1080/14737175.2019.1590199] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
INTRODUCTION Cognitive impairment (CI) in Multiple Sclerosis (MS) has progressively regained clinical and research interest and is currently recognized as a debilitating and burdensome problem for these patients. Studying risk and protecting factors that may influence the development and course of CI is currently an area of increasing interest, due to the potential for preventive strategies. Areas covered: In this narrative review the authors briefly addressed the physiopathologic basis, assessment and management of CI in MS and then focused on identifying modifiable and not modifiable risk factors for CI in MS, providing an overview of the current knowledge in the field and indicating avenues for future research. Expert opinion: Improving our understanding of potentially modifiable environmental and lifestyle risk factors or protective factors for CI is important in order to prompt preventive strategies and orient patient counselling and clinical management. To this aim, we need to enhance the current level of evidence linking lifestyle factors to cognition and evaluate some factors that were only preliminary addressed in research. Moreover, we need to explore the role of each factor into the subject cognitive outcome, next to the possible interactions between different environmental factors as well as between environmental and genetic factors.
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Affiliation(s)
- Maria Pia Amato
- a NEUROFARBA Department, Neuroscience section , University of Florence , Florence , Italy.,b IRCSS Fondazione Don Carlo Gnocchi , Florence , Italy
| | - Elio Prestipino
- a NEUROFARBA Department, Neuroscience section , University of Florence , Florence , Italy
| | - Angelo Bellinvia
- a NEUROFARBA Department, Neuroscience section , University of Florence , Florence , Italy
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Eriksson J, Kobelt G, Gannedahl M, Berg J. Association between Disability, Cognition, Fatigue, EQ-5D-3L Domains, and Utilities Estimated with Different Western European Value Sets in Patients with Multiple Sclerosis. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2019; 22:231-238. [PMID: 30711069 DOI: 10.1016/j.jval.2018.08.002] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/14/2017] [Revised: 04/27/2018] [Accepted: 08/07/2018] [Indexed: 06/09/2023]
Abstract
OBJECTIVES To assess the association between fatigue, cognition, domains of the EuroQol five-dimensional questionnaire (EQ-5D-3L), disability, and utilities estimated with several Western European value sets in patients with multiple sclerosis (MS). METHODS Data from a multinational, cross-sectional, observational study of patients with MS (N = 16,808) conducted in 16 European countries were used. Health-related quality of life data were collected through the EQ-5D-3L, and fatigue and cognitive difficulties were self-assessed on a 10-point visual analogue scale. Associations were assessed using Pearson correlation and multivariate regression model. RESULTS Symptoms of fatigue and cognitive difficulties were present in 90% and 70% of patients at all levels of disability, respectively, and thus only weakly correlated to disability. Problems in the EQ-5D-3L domains were common even at mild disability levels. Mobility, usual activities, and pain issues were experienced by 80% to 90% of patients with moderate and high levels of disability. Mobility, usual activities, and self-care were strongly correlated to disability. Disability, MS type, fatigue, and cognition were associated with utility in regression models, although the coefficients of fatigue and cognition were small. CONCLUSIONS The strong relationship of disability with utility was confirmed. Despite this, fatigue and cognitive difficulties were associated with utility estimated with different European value sets.
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Guilloton L, Camdessanche JP, Latombe D, Neuschwander P, Cantalloube S, Thomas-Anterion C, Mercier B, Roggerone S, Maucort-Boulch D, Roche S, Jacquin-Courtois S. A clinical screening tool for objective and subjective cognitive disorders in multiple sclerosis. Ann Phys Rehabil Med 2019; 63:116-122. [PMID: 30703524 DOI: 10.1016/j.rehab.2018.11.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2018] [Revised: 10/24/2018] [Accepted: 11/03/2018] [Indexed: 10/27/2022]
Abstract
BACKGROUND Cognitive dysfunction is common in multiple sclerosis (MS). Deficits can affect attention, concentration, planning, and memory. They can have severe functional consequences in many domains. Cognitive complaints are frequently associated with other confounding factors (fatigue, anxiety, depression, or treatment side effects). In most cases, cognitive assessment is proposed after a spontaneous complaint, but determining the extent of discomfort perceived by the patient, the influence of coexisting factors, or the optimal timing for a more complete neuropsychological assessment is difficult. OBJECTIVE The objective of this work was to evaluate the feasibility and relevance of a fast global assessment of both objective and subjective cognitive dysfunction in MS. METHODS MS patients underwent a brief cognitive assessment including 7 visual analogue scales (VASs) asking about the patient's subjective level of discomfort in various domains, a memory test (Barbizet's lion story), a commonly used test of information processing speed (Symbol Digit Modalities Test [SDMT]) and self-reporting questionnaires for fatigue and mood (Fatigue Severity Scale [FSS] and Hospital Anxiety and Depression Scale [HADS]). Spearman correlation coefficients among scores were estimated. RESULTS The mean age of the 73 patients included was 48.3 (SD 11.1) years; 78% were females and 52.8% had the remittent-recurrent MS form, 8.3% the primary progressive form, and 38.9% the secondary progressive form. In less than 20min, this brief cognitive assessment was able to identify symptoms and quantify discomfort level. Symptoms of fatigue and anxiety frequently coexisted with cognitive complaints. We found modest correlations between scores on the VAS fatigue and the FSS and between scores on the VAS mood and the HADS. Analytical evaluation revealed that most patients had similar SDMT and recall profiles; however, a small proportion showed a dissociation between these 2 tests, which validated the inclusion of both tests in the assessment. Accounting for coexisting factors (e.g., anxiety and fatigue) and their functional repercussions is essential for prioritizing these problems within the context of multidisciplinary patient treatment. CONCLUSION Considering the possible multifactorial character of cognitive dysfunction in MS, it is essential to ask patients about their experiences and to take into account cognitive complaints in the follow-up of patients. The assessment tool we propose is simple and easy to use in a clinical setting and provides the information necessary for requesting (or not) a more complete neuropsychological assessment.
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Affiliation(s)
- Laurent Guilloton
- Rhône-Alpes MS network, GHE, hôpital Neurologique, 69500 Bron, France
| | - Jean-Philippe Camdessanche
- Rhône-Alpes MS network, GHE, hôpital Neurologique, 69500 Bron, France; Department of neurology, North hospital, university hospital of Saint-Étienne, 42055 Saint-Étienne cedex 02, France
| | - Dominique Latombe
- Rhône-Alpes MS network, GHE, hôpital Neurologique, 69500 Bron, France
| | | | | | | | | | | | - Delphine Maucort-Boulch
- Hospices civils de Lyon, service de biostatistique et bioinformatique, 69003 Lyon, France; Université de Lyon, 69000 Lyon, France; Université Lyon 1, 69100 Villeurbanne, France; CNRS, UMR 5558, laboratoire de biométrie et biologie évolutive, équipe biostatistique-santé, 69100 Villeurbanne, France
| | - Sylvain Roche
- Hospices civils de Lyon, service de biostatistique et bioinformatique, 69003 Lyon, France; Université de Lyon, 69000 Lyon, France; Université Lyon 1, 69100 Villeurbanne, France; CNRS, UMR 5558, laboratoire de biométrie et biologie évolutive, équipe biostatistique-santé, 69100 Villeurbanne, France
| | - Sophie Jacquin-Courtois
- Rhône-Alpes MS network, GHE, hôpital Neurologique, 69500 Bron, France; Neurological rehabilitation, hôpital Henry-Gabrielle, CHU de Lyon, 69230 Saint-Genis-Laval, France; Lyon 1 university, 69100 Villeurbanne, France; Centre de recherche en neuroscience de Lyon (CRNL), IMPACT Team, Inserm, U1028, CNRS, UMR5292, 69675 Bron, France.
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Ajjimaporn A, Rachiwong S, Siripornpanich V. Effects of 8 weeks of modified hatha yoga training on resting-state brain activity and the p300 ERP in patients with physical disability-related stress. J Phys Ther Sci 2018; 30:1187-1192. [PMID: 30214123 PMCID: PMC6127490 DOI: 10.1589/jpts.30.1187] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2018] [Accepted: 06/29/2018] [Indexed: 02/06/2023] Open
Abstract
[Purpose] We examined the effects of Hatha yoga on EEG and ERP in patients with physical
disability-related stress. [Participants and Methods] Eighteen male and female injured
workers with high stress levels, aged between 18 to 55 years, were evenly divided into two
groups: untrained (CG) and trained (TG) modified hatha yoga groups. A modified Hatha yoga
protocol was designed for this population by two certified yoga instructors, approved by a
physical therapist, and conducted for one hour, three times weekly for 8 weeks. [Results]
The results indicated a significant increase in alpha EEG activity over the frontal,
central, and parietal electrodes and the delta EEG activity over the centroparietal
electrode from pre- to post-training in TG. In addition, significantly faster auditory
reaction time for target stimuli, as well as lower P300 peak latency of ERP in auditory
oddball paradigm were obtained in TG after 8 weeks of yoga training compare to CG.
[Conclusion] Changes in brain activity and ERP components following yoga training would
support the psychophysiological effects of hatha yoga as an adjunct to routine
rehabilitation.
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Affiliation(s)
- Amornpan Ajjimaporn
- College of Sports Science and Technology, Mahidol University: Salaya, Nakhonpathom 73170, Thailand
| | - Sunisa Rachiwong
- College of Sports Science and Technology, Mahidol University: Salaya, Nakhonpathom 73170, Thailand.,Faculty of Science and Technology, Suan Sunandha Rajabhat University, Thailand
| | - Vorasith Siripornpanich
- Research Center for Neuroscience, Institute of Molecular Biosciences, Mahidol University, Thailand
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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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Ntoskou K, Messinis L, Nasios G, Martzoukou M, Makris G, Panagiotopoulos E, Papathanasopoulos P. Cognitive and Language Deficits in Multiple Sclerosis: Comparison of Relapsing Remitting and Secondary Progressive Subtypes. Open Neurol J 2018; 12:19-30. [PMID: 29576812 PMCID: PMC5850485 DOI: 10.2174/1874205x01812010019] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2017] [Revised: 01/24/2018] [Accepted: 02/22/2018] [Indexed: 11/22/2022] Open
Abstract
Objective: The objective of this study was to investigate the pattern and severity of cognitive and language impairment in Greek patients with Relapsing-remitting (RRMS) and Secondary Progressive Multiple Sclerosis (SPMS), relative to control participants. Method: A prospective study was conducted in 27 patients with multiple sclerosis (PwMS), (N= 15) with RRMS, (N= 12) with SPMS, and (N= 12) healthy controls. All participants were assessed with a flexible comprehensive neuropsychological – language battery of tests that have been standardized in Greece and validated in Greek MS patients. They were also assessed on measures of disability (Expanded Disability Status Scale; EDSS), fatigue (Fatigue Severity Scale; FSS) and depression (Beck Depression Inventory - fast screen; BDI-FS). Results: Our results revealed that groups were well matched on baseline demographic and clinical characteristics. The two clinical groups (RRMS; SPMS) did not differ on overall global cognitive impairment but differed in the initial encoding of verbal material, mental processing speed, response inhibition and set-shifting. RRMS patients differed from controls in the initial encoding of verbal material, learning curve, delayed recall of verbal information, processing speed, and response inhibition. SPMS patients differed in all utilized measures compared to controls. Moreover, we noted increased impairment frequency on individualized measures in the progressive SPMS group. Conclusion: We conclude that MS patients, irrespective of clinical subtype, have cognitive deficits compared to healthy participants, which become increasingly worse when they convert from RRMS to SPMS.On the contrary,the pattern of impairment remains relatively stable.
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Affiliation(s)
- Katerina Ntoskou
- Rehabilitation unit for Patients with Spinal Cord Injury, "Demetrios and Vera Sfikas", Department of Medicine, University of Patras, 26504 Patras, Greece
| | - Lambros Messinis
- Neuropsychology Section, Department of Neurology, University of Patras Medical School, 26504 Patras, Greece
| | - Grigorios Nasios
- Higher Educational Institute of Epirus, Department of Speech and Language Therapy, Ioannina, Greece
| | - Maria Martzoukou
- Higher Educational Institute of Epirus, Department of Speech and Language Therapy, Ioannina, Greece
| | - Giorgos Makris
- Higher Educational Institute of Peloponnese, Department of Speech and Language Therapy, Patras, Greece
| | - Elias Panagiotopoulos
- Rehabilitation unit for Patients with Spinal Cord Injury, "Demetrios and Vera Sfikas", Department of Medicine, University of Patras, 26504 Patras, Greece
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Distinct cognitive impairments in different disease courses of multiple sclerosis—A systematic review and meta-analysis. Neurosci Biobehav Rev 2017; 83:568-578. [DOI: 10.1016/j.neubiorev.2017.09.005] [Citation(s) in RCA: 59] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2017] [Revised: 09/02/2017] [Accepted: 09/04/2017] [Indexed: 12/13/2022]
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Matias-Guiu JA, Cortés-Martínez A, Valles-Salgado M, Oreja-Guevara C, Pytel V, Montero P, Moreno-Ramos T, Matias-Guiu J. Functional Components of Cognitive Impairment in Multiple Sclerosis: A Cross-Sectional Investigation. Front Neurol 2017; 8:643. [PMID: 29234305 PMCID: PMC5712315 DOI: 10.3389/fneur.2017.00643] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2017] [Accepted: 11/16/2017] [Indexed: 12/14/2022] Open
Abstract
Background Cognitive impairment is frequent and disabling in multiple sclerosis (MS). Changes in information processing speed constitute the most important cognitive deficit in MS. However, given the clinical and topographical variability of the disease, cognitive impairment may vary greatly and appear in other forms in addition to slower information processing speed. Our aim was to determine the frequency of cognitive impairment, the principal cognitive domains, and components involved in MS and to identify factors associated with presence of cognitive impairment in these patients in a large series of patients. Methods Cross-sectional study of 311 patients with MS [236 with relapsing-remitting MS (RRMS), 52 with secondary progressive MS (SPMS), and 23 with primary progressive MS (PPMS)]. Patients' cognitive function was assessed with a comprehensive neuropsychological assessment protocol. Patients displaying deficits in 2 or more cognitive domains were considered to have cognitive impairment associated with MS. We conducted a principal component analysis to detect different cognitive patterns by identifying clusters of tests highly correlated to one another. Results Cognitive impairment was detected in 41.5% of the sample, and it was more frequent in patients with SPMS and PPMS (P = 0.002). Expanded Disability Status Scale scores and education were independent predictors of cognitive impairment. Principal component analysis identified seven clusters: attention and basic executive function (including information processing speed), planning and high-level executive function, verbal memory and language, executive and visuospatial performance time, fatigue-depression, visuospatial function, and basic attention and verbal/visual working memory. Mean scoring of components 2 (high-order executive functioning) and 3 (verbal memory-language) was higher in patients with RRMS than in those with PPMS (component 2) and SPMS (component 3). Conclusion MS is linked to multiple cognitive profiles and disturbances in different domains. This suggests that cognitive alterations in MS are heterogeneous and affect other domains in addition to information processing speed.
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Affiliation(s)
- Jordi A Matias-Guiu
- Department of Neurology, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos, Universidad Complutense de Madrid, Madrid, Spain
| | - Ana Cortés-Martínez
- Department of Neurology, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos, Universidad Complutense de Madrid, Madrid, Spain
| | - María Valles-Salgado
- Department of Neurology, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos, Universidad Complutense de Madrid, Madrid, Spain
| | - Celia Oreja-Guevara
- Department of Neurology, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos, Universidad Complutense de Madrid, Madrid, Spain
| | - Vanesa Pytel
- Department of Neurology, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos, Universidad Complutense de Madrid, Madrid, Spain
| | - Paloma Montero
- Department of Neurology, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos, Universidad Complutense de Madrid, Madrid, Spain
| | - Teresa Moreno-Ramos
- Department of Neurology, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos, Universidad Complutense de Madrid, Madrid, Spain
| | - Jorge Matias-Guiu
- Department of Neurology, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos, Universidad Complutense de Madrid, Madrid, Spain
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Smith AL, Cohen JA, Hua LH. Therapeutic Targets for Multiple Sclerosis: Current Treatment Goals and Future Directions. Neurotherapeutics 2017; 14:952-960. [PMID: 28653282 PMCID: PMC5722758 DOI: 10.1007/s13311-017-0548-5] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
Multiple sclerosis (MS) is an autoimmune demyelinating disease of the central nervous system, and the most common cause of nontraumatic disability in young adults. Most patients have a relapsing-remitting course, and roughly half of them will eventually enter a degenerative progressive phase, marked by gradual accrual of disability over time in the absence of relapses. Early initiation of treatment has delayed the onset of disability progression. Thus, there is increased interest in treating to target in MS, particularly targeting no evidence of disease activity. This review will describe the most common treatment goals in MS: the Rio scores, disease-free survival, and no evidence of disease activity. We will also cover how well current disease-modifying therapies achieve no evidence of disease activity, and discuss future options for improving MS treatment targets.
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Affiliation(s)
- Andrew L Smith
- Mellen Center for MS Treatment and Research, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH, USA.
| | - Jeffrey A Cohen
- Mellen Center for MS Treatment and Research, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH, USA
| | - Le H Hua
- Lou Ruvo Center for Brain Health, Cleveland Clinic, 888 W. Bonneville, Las Vegas, NV, USA
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Cognitive Impairment in Relapsing-Remitting Multiple Sclerosis Patients with Very Mild Clinical Disability. Behav Neurol 2017; 2017:7404289. [PMID: 28912625 PMCID: PMC5574272 DOI: 10.1155/2017/7404289] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2017] [Revised: 05/24/2017] [Accepted: 06/12/2017] [Indexed: 01/23/2023] Open
Abstract
Cognitive dysfunction affects 40–65% of multiple sclerosis (MS) patients and can occur in the early stages of the disease. This study aimed to explore cognitive functions by means of the Italian version of the minimal assessment of cognitive function in MS (MACFIMS) in relapsing-remitting MS (RRMS) patients with very mild clinical disability to identify the primarily involved cognitive functions. Ninety-two consecutive RRMS patients with Expanded Disability Status Scale (EDSS) scores ≤ 2.5 and forty-two healthy controls (HC) were investigated. Our results show that 51.1% of MS patients have cognitive dysfunction compared to HC. An impairment of verbal and visual memory, working memory, and executive functions was found in the RRMS group. After subgrouping RRMS by EDSS, group 1 (EDSS ≤ 1.5) showed involvement of verbal memory and executive functions; moreover, group 2 (2 ≤ EDSS ≤ 2.5) patients were also impaired in information processing speed and visual memory. Our results show that utilizing a comprehensive neuropsychological assessment, approximately half of MS patients with very mild physical disability exhibit cognitive impairment with a primary involvement of prefrontal cognitive functions. Detecting impairment of executive functions at an early clinical stage of disease could be useful to promptly enroll MS patients in targeted rehabilitation.
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Vanotti S, Smerbeck A, Eizaguirre MB, Saladino ML, Benedict RRH, Caceres FJ. BICAMS in the Argentine population: Relationship with clinical and sociodemographic variables. APPLIED NEUROPSYCHOLOGY-ADULT 2017; 25:424-433. [PMID: 28534643 DOI: 10.1080/23279095.2017.1323751] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
The Brief International Cognitive Assessment for Multiple Sclerosis (BICAMS) was developed to provide valid assessment of cognitive impairment in multiple sclerosis (MS). The relationship between clinical and social variables and cognitive disorders has been extensively studied, but primarily in developed countries with a focus on other cognitive measures or batteries. The objectives of this study were to analyze the relationship between the BICAMS data and key clinical and sociodemographic variables in the Argentine MS population. A total of 50 MS patients were administered the Argentinean BICAMS Battery, comprised of the Symbol Digit Modalities Test (SDMT), the California Verbal Learning Test I (CVLT I), and the Brief Visuospatial Memory Test Revised (BVMTR). Disease progression, fatigue, depression, self-reported and informant report cognitive status, and employment status were assessed. Disease progression and employment status were most strongly associated with overall BICAMS performance (η2 effect size values ranging from .302 to .624, all comparisons statistically significant). Informant rating of patient cognition, age, depression, disease duration, fatigue, and work hours were significantly associated as well. Gender, years of education, and patient-reported cognitive status were nonpredictive. A similar pattern was seen at the individual test level, with more variables related to the SDMT and CVLT I than BVMTR. BICAMS is strongly associated with overall disease progression and employment status.
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Affiliation(s)
- Sandra Vanotti
- a Multiple Sclerosis Clinic , INEBA - Neurosciences Institute of Buenos Aires , Buenos Aires , Argentina
| | - A Smerbeck
- b Department of Psychology , Rochester Institute of Technology , Rochester , New York , USA
| | - María B Eizaguirre
- a Multiple Sclerosis Clinic , INEBA - Neurosciences Institute of Buenos Aires , Buenos Aires , Argentina
| | - Maria L Saladino
- a Multiple Sclerosis Clinic , INEBA - Neurosciences Institute of Buenos Aires , Buenos Aires , Argentina
| | - Ralph R H Benedict
- c SUNY at Buffalo School of Medicine, Neurology , Buffalo , New York , USA
| | - Fernando J Caceres
- a Multiple Sclerosis Clinic , INEBA - Neurosciences Institute of Buenos Aires , Buenos Aires , Argentina
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Caneda MAGD, Vecino MCAD. The correlation between EDSS and cognitive impairment in MS patients. Assessment of a Brazilian population using a BICAMS version. ARQUIVOS DE NEURO-PSIQUIATRIA 2016; 74:974-981. [PMID: 27991994 DOI: 10.1590/0004-282x20160151] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/10/2016] [Accepted: 09/01/2016] [Indexed: 11/22/2022]
Abstract
Objectives To investigate the correlation between the disabilities of MS patients and their cognitive impairment assessed by the Brief International Cognitive Assessment for Multiple Sclerosis (BICAMS). Methods Forty patients with definitive diagnoses of MS were selected. The correlation coefficient (r) between the Expanded Disability Status Scale (EDSS) and the neuropsychological tests of BICAMS were calculated. Results The correlation was clinically substantial and significant with r = 0.55 (p < 0.01) in the Symbol Digit Modalities Test (SDMT), 0.54 (p < 0.01) in the Brief Visuospacial Memory Test (BVMT) and 0.40 (p < 0.05) in the California Verbal Learning Test (CVLT). Conclusion BICAMS has easy and satisfactory application and evaluation for routine visits and presents a significant correlation with the EDSS. Its use may be indicated for screening and monitoring of cognitive impairment in patients with MS.
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Affiliation(s)
- Marco A G de Caneda
- Hospital Moinhos de Vento, Instituto de Ensino e Pesquisa, Departamento de Neurologia, Grupo de Esclerose Múltipla, Porto Alegre RS, Brasil
| | - Maria Cecília A de Vecino
- Hospital Moinhos de Vento, Instituto de Ensino e Pesquisa, Departamento de Neurologia, Grupo de Esclerose Múltipla, Porto Alegre RS, Brasil
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Cinar BP, Kösehasanoğulları G, Yigit P, Ozakbas S. Cognitive dysfunction in patients with multiple sclerosis treated with first-line disease-modifying therapy: a multi-center, controlled study using the BICAMS battery. Neurol Sci 2016; 38:337-342. [DOI: 10.1007/s10072-016-2775-7] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2016] [Accepted: 11/18/2016] [Indexed: 10/20/2022]
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Ruano L, Portaccio E, Goretti B, Niccolai C, Severo M, Patti F, Cilia S, Gallo P, Grossi P, Ghezzi A, Roscio M, Mattioli F, Stampatori C, Trojano M, Viterbo RG, Amato MP. Age and disability drive cognitive impairment in multiple sclerosis across disease subtypes. Mult Scler 2016; 23:1258-1267. [PMID: 27738090 DOI: 10.1177/1352458516674367] [Citation(s) in RCA: 200] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND There is limited and inconsistent information on the clinical determinants of cognitive impairment (CI) in multiple sclerosis (MS). OBJECTIVE The aim of this study was to compare the prevalence and profile of CI across MS disease subtypes and assess its clinical determinants. METHODS Cognitive performance was assessed through the Brief Repeatable Battery and the Stroop test in consecutive patients with MS referred to six Italian centers. CI was defined as impairment in ⩾ 2 cognitive domains. RESULTS A total of 1040 patients were included, 167 with clinically isolated syndrome (CIS), 759 with relapsing remitting (RR), 74 with secondary progressive (SP), and 40 with primary progressive (PP) disease course. The overall prevalence of CI was 46.3%; 34.5% in CIS, 44.5% in RR, 79.4% in SP, and 91.3% in PP. The severity of impairment and the number of involved domains were significantly higher in SP and primary progressive multiple sclerosis (PPMS) than in CIS and RR. In multivariable logistic regression analysis, the presence of CI was significantly associated with higher Expanded Disability Status Scale (EDSS) and older age. CONCLUSION CI is present in all MS subtypes since the clinical onset and its frequency is increased in the progressive forms, but these differences seem to be more associated with patient age and physical disability than to disease subtype per se.
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Affiliation(s)
- Luis Ruano
- EPIUnit, Institute of Public Health, University of Porto, Porto, Portugal/Department of Clinical Epidemiology, Predictive Medicine and Public Health, University of Porto Medical School, Porto, Portugal/Entre Douro e Vouga Hospital Centre, Santa Maria da Feira, Portugal
| | | | | | | | - Milton Severo
- EPIUnit, Institute of Public Health, University of Porto, Porto, Portugal/Department of Clinical Epidemiology, Predictive Medicine and Public Health, University of Porto Medical School, Porto, Portugal
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Parmenter BA, Denney DR, Lynch SG, Middleton LS, Harlan LM. Cognitive impairment in patients with multiple sclerosis: association with the APOE gene and promoter polymorphisms. Mult Scler 2016; 13:25-32. [PMID: 17294608 DOI: 10.1177/1352458506070682] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Background Studies examining the ε4 allele of the APOE gene as a factor affecting the severity of multiple sclerosis (MS) have yielded conflicting results. The focus of these studies on physical disability to the neglect of cognitive impairment is surprising in light of the associations between the ε4 allele and other dementia conditions. Only two studies examine the relationship between the ε4 allele and cognitive impairment. Methods A neuropsychological test battery was administered to 263 MS patients, and their current disability status was evaluated. Genotypes were determined for APOE epsilon and for two promoter region polymorphisms (-219 G/T and -491 A/T). Results Although effects were generally weak, female patients with the -491 AA genotype had a later age of disease onset, lower disability scores, and somewhat higher scores on the cognitive battery. Male patients with the ε2 allele had lower disability and higher scores on the cognitive battery. The ε4 allele was not related to physical disability, and there was no difference between ε4+and ε4– patients in overall cognitive performance. However, when patients with severe cognitive impairment were identified, a greater proportion (52%) of these patients had the ε4 allele than those in the unimpaired group (27%). Conclusion An association with the ε4 allele was evident in this study, but only in cases of severe cognitive impairment.
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Affiliation(s)
- B A Parmenter
- Department of Psychology, 1415 Jayhawk Boulevard, University of Kansas, Lawrence, KS 66045, USA
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Ahmed A, Shapiro E, Rudser K, Kunin-Batson A, King K, Whitley CB. Association of somatic burden of disease with age and neuropsychological measures in attenuated mucopolysaccharidosis types I, II and VI. Mol Genet Metab Rep 2016; 7:27-31. [PMID: 27114913 PMCID: PMC4832083 DOI: 10.1016/j.ymgmr.2016.03.006] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2016] [Accepted: 03/24/2016] [Indexed: 11/30/2022] Open
Abstract
INTRODUCTION The mucopolysaccharidoses (MPSs) are a group of rare genetic lysosomal disorders with progressive multisystem involvement. An MPS-specific physical symptom scale was developed and introduced a Physical Symptom Score (PSS) to quantify the somatic disease burden across MPS I, II and VI. HYPOTHESIS Somatic burden of disease in patients with attenuated MPS I, II and VI as measured by the PSS will be positively associated with age and negatively associated with neuropsychological functions [i.e. full scale intelligence quotient (FSIQ) and attention]. MATERIALS AND METHODS Forty-eight patients with attenuated MPS I (n = 24), II (n = 14), and VI (n = 10) aged 6 to 32 years on enzyme replacement therapy who were enrolled in "Longitudinal Studies of Brain Structure and Functions in MPS Disorders" across seven centers. Somatic disease burden was measured by the PSS. Neuropsychological functions were measured by the Wechsler Abbreviated Scale of Intelligence (WASI) and Test of Variables of Attention (TOVA). RESULTS PSS was positively associated with age in attenuated MPS I (P < 0.001), MPS II (P < 0.01) and MPS VI (P < 0.05). There was a negative association of PSS with FSIQ in attenuated MPS I (P < 0.001) and in MPS VI (P < 0.001) but not with MPS II. Although attention scores were below average in all groups, a significant negative association between PSS and one measures of sustained attention (TOVA d prime) was found only in MPS VI. CONCLUSIONS Physical Symptom Score increased with age in attenuated MPS I, II and VI, reflecting progressive somatic burden of disease despite treatment with enzyme replacement therapy. Furthermore, the association of increased somatic disease burden with decreased neurocognitive ability suggests that both measures reflect disease severity and are not independent.
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Affiliation(s)
- Alia Ahmed
- Department of Pediatrics, University of Minnesota, Minneapolis, MN 55455, USA
| | - Elsa Shapiro
- Department of Pediatrics, University of Minnesota, Minneapolis, MN 55455, USA
| | - Kyle Rudser
- Division of Biostatistics, University of Minnesota, Minneapolis, MN 55455, USA
| | - Alicia Kunin-Batson
- Department of Pediatrics, University of Minnesota, Minneapolis, MN 55455, USA
| | - Kelly King
- Department of Pediatrics, University of Minnesota, Minneapolis, MN 55455, USA
| | - Chester B Whitley
- Department of Pediatrics, University of Minnesota, Minneapolis, MN 55455, USA
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Meijer KA, Muhlert N, Cercignani M, Sethi V, Ron MA, Thompson AJ, Miller DH, Chard D, Geurts JJ, Ciccarelli O. White matter tract abnormalities are associated with cognitive dysfunction in secondary progressive multiple sclerosis. Mult Scler 2016; 22:1429-1437. [PMID: 26733423 DOI: 10.1177/1352458515622694] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2015] [Accepted: 11/23/2015] [Indexed: 11/16/2022]
Abstract
BACKGROUND While our knowledge of white matter (WM) pathology underlying cognitive impairment in relapsing remitting multiple sclerosis (MS) is increasing, equivalent understanding in those with secondary progressive (SP) MS lags behind. OBJECTIVE The aim of this study is to examine whether the extent and severity of WM tract damage differ between cognitively impaired (CI) and cognitively preserved (CP) secondary progressive multiple sclerosis (SPMS) patients. METHODS Conventional magnetic resonance imaging (MRI) and diffusion MRI were acquired from 30 SPMS patients and 32 healthy controls (HC). Cognitive domains commonly affected in MS patients were assessed. Linear regression was used to predict cognition. Diffusion measures were compared between groups using tract-based spatial statistics (TBSS). RESULTS A total of 12 patients were classified as CI, and processing speed was the most commonly affected domain. The final regression model including demographic variables and radial diffusivity explained the greatest variance of cognitive performance (R2 = 0.48, p = 0.002). SPMS patients showed widespread loss of WM integrity throughout the WM skeleton when compared with HC. When compared with CP patients, CI patients showed more extensive and severe damage of several WM tracts, including the fornix, superior longitudinal fasciculus and forceps major. CONCLUSION Loss of WM integrity assessed using TBSS helps to explain cognitive decline in SPMS patients.
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Affiliation(s)
- Kim A Meijer
- Department of Anatomy & Neurosciences, VU University Medical Centre, Amsterdam, The Netherlands/NMR Research Unit, Queen Square MS Centre, University College London Institute of Neurology, London, UK
| | - Nils Muhlert
- NMR Research Unit, Queen Square MS Centre, University College London Institute of Neurology, London, UK/School of Psychology and Cardiff University Brain Research Imaging Centre, Cardiff University, Cardiff, UK/School of Psychological Sciences, University of Manchester, Manchester, UK
| | - Mara Cercignani
- Clinical Imaging Centre, Brighton and Sussex Medical School, Brighton, UK
| | - Varun Sethi
- NMR Research Unit, Queen Square MS Centre, University College London Institute of Neurology, London, UK
| | - Maria A Ron
- NMR Research Unit, Queen Square MS Centre, University College London Institute of Neurology, London, UK
| | - Alan J Thompson
- NMR Research Unit, Queen Square MS Centre, University College London Institute of Neurology, London, UK/NIHR University College London Hospitals Biomedical Research Centre, London, UK
| | - David H Miller
- NMR Research Unit, Queen Square MS Centre, University College London Institute of Neurology, London, UK/NIHR University College London Hospitals Biomedical Research Centre, London, UK
| | - Declan Chard
- NMR Research Unit, Queen Square MS Centre, University College London Institute of Neurology, London, UK/NIHR University College London Hospitals Biomedical Research Centre, London, UK
| | - Jeroen Jg Geurts
- Department of Anatomy and Neurosciences, VU University Medical Centre, Amsterdam, The Netherlands
| | - Olga Ciccarelli
- NMR Research Unit, Queen Square MS Centre, University College London Institute of Neurology, London, UK/NIHR University College London Hospitals Biomedical Research Centre, London, UK
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Role of amyloid-β CSF levels in cognitive deficit in MS. Clin Chim Acta 2015; 449:23-30. [DOI: 10.1016/j.cca.2015.01.035] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2015] [Accepted: 01/21/2015] [Indexed: 11/18/2022]
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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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Adler G, Lembach Y. Memory and selective attention in multiple sclerosis: cross-sectional computer-based assessment in a large outpatient sample. Eur Arch Psychiatry Clin Neurosci 2015; 265:439-43. [PMID: 25616360 DOI: 10.1007/s00406-015-0574-4] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2014] [Accepted: 01/07/2015] [Indexed: 12/01/2022]
Abstract
Cognitive impairments may have a severe impact on everyday functioning and quality of life of patients with multiple sclerosis (MS). However, there are some methodological problems in the assessment and only a few studies allow a representative estimate of the prevalence and severity of cognitive impairments in MS patients. We applied a computer-based method, the memory and attention test (MAT), in 531 outpatients with MS, who were assessed at nine neurological practices or specialized outpatient clinics. The findings were compared with those obtained in an age-, sex- and education-matched control group of 84 healthy subjects. Episodic short-term memory was substantially decreased in the MS patients. About 20% of them reached a score of only less than two standard deviations below the mean of the control group. The episodic short-term memory score was negatively correlated with the EDSS score. Minor but also significant impairments in the MS patients were found for verbal short-term memory, episodic working memory and selective attention. The computer-based MAT was found to be useful for a routine assessment of cognition in MS outpatients.
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Affiliation(s)
- Georg Adler
- Institut für Studien zur Psychischen Gesundheit (ISPG), Mannheim, Germany,
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