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Sumowski JF, Sandry J. Multiple Sclerosis Cognitive Scale (MSCS): A brief psychometrically robust metric of patient-reported cognitive difficulty. Mult Scler 2025; 31:352-362. [PMID: 39895166 PMCID: PMC11907727 DOI: 10.1177/13524585241309805] [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: 05/02/2024] [Revised: 12/07/2024] [Accepted: 12/10/2024] [Indexed: 02/04/2025]
Abstract
BACKGROUND Existing metrics of patient-reported cognitive difficulties in multiple sclerosis (MS) are lengthy, lack psychometric rigor, and/or fail to query prevalent expressive language deficits. OBJECTIVE Develop a brief psychometrically robust metric of patient-reported cognitive deficits that includes language items; the Multiple Sclerosis Cognitive Scale (MSCS). METHOD Exploratory factor analysis (EFA) was conducted on 20 Perceived Deficits Questionnaire (PDQ) items plus five newly developed language questions in a large MS sample and matched respondents without neurologic disease. Independent confirmatory principal components analysis (PCA) assessed EFA factor structure. Reliability of the new scale and subscales, and relationships with objective cognitive impairment and cognitive change, were assessed. RESULTS EFA in patients (n = 502) and controls (n = 350), item analyses, and confirmatory PCA in an independent sample (n = 361 patients; 150 controls) supported construction of an eight-item scale with four two-item subscales: Executive/Speed, Working Memory, Expressive Language, and Episodic Memory. Internal consistency and test-retest reliability were excellent for the total MSCS (α = 0.93, ICC = 0.95) and good for each subscale (α's:0.83-0.87; ICCs: 0.86-0.92). MSCS showed medium-size links to cross-sectional objective cognitive impairment (η2 = .06) and cognitive change over time (η2 = .07); the traditional PDQ did not (η2s = 0.01 and 0.02). CONCLUSION The brief MSCS is a psychometrically robust, reliable, and valid metric of patient-reported cognitive deficits in MS that holds promise for improving assessment of MS cognitive dysfunction.
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Affiliation(s)
- James F Sumowski
- Corinne Goldsmith Dickinson Center for Multiple Sclerosis, Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Joshua Sandry
- Department of Psychology, Montclair State University, Montclair, NJ, USA
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Jougleux C, Joly H, Brissard H, Lenne B, François S, Hamelin F, Derache N, Morin J, Reuter F, Colamarino R, Ruet A. French consensus procedure for neuropsychological assessment in multiple sclerosis. Rev Neurol (Paris) 2025; 181:58-66. [PMID: 39003098 DOI: 10.1016/j.neurol.2024.06.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Revised: 05/23/2024] [Accepted: 06/20/2024] [Indexed: 07/15/2024]
Abstract
Cognitive impairment is one of the invisible symptoms of Multiple sclerosis (MS), which could be associated with depression, unemployment, reduced social interaction, inability to drive, and compromised quality of life. Moreover, the presence of cognitive impairment can be considered as a long-term prognostic factor and in the follow-up of disability. So, cognitive assessment is a crucial element in clinical follow-up of patients with MS (pwMS). International recommendations mention the use of the Brief International Cognitive Assessment in MS (BICAMS). The BICAMS, that has been recently validated in French is a brief non-exhaustive assessment, developed as a short screening battery, hence needing other supplemented tests. The present paper aims to propose a consensus, approved by expert French consensus from the Cognition group of the SF-SEP (http://sfsep.org [Société Francophone de la Sclérose en Plaques]), for cognitive assessment of pwMS suggesting the tools that should be used in order to apprehend the other cognitive impairments that could appear in MS.
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Affiliation(s)
- C Jougleux
- Service de neurologie et pathologies neuro-inflammatoires, Clinique neurologique, CRC SEP, CHU de Lille, Lille, France.
| | - H Joly
- Service de neurologie, CHU Pasteur 2, CRC SEP, Nice, France; UR2CA-URRIS, université Nice Côte d'Azur, Nice, France; CNRS, IMoPA, université de Lorraine, Nancy, France
| | - H Brissard
- CNRS, IMoPA, université de Lorraine, Nancy, France; Service de neurologie, CHRU de Nancy, Nancy, France
| | - B Lenne
- Groupement des hôpitaux de l'institut catholique de Lille (GHICL), Neurology Department, Lille, France
| | - S François
- Service de neurologie, CHU de Nantes, Nantes, France
| | - F Hamelin
- Structure régionale NeuroSEP Synapse, Le Vésinet, France
| | - N Derache
- Department of Neurology, centre hospitalier universitaire de Caen Normandie, Caen, France
| | - J Morin
- Service de neurologie pathologie inflammatoire du système nerveux central, CRC SEP, CHU Pellegrin, CHU de Bordeaux, Bordeaux, France
| | - F Reuter
- Service de neurologie, hôpital de la Timone, AP-HM, pôle de neurosciences cliniques, Marseille, France; CEMEREM, Aix Marseille université, CNRS, CRMBM, UMR 7339, Marseille, France
| | - R Colamarino
- Service de neurologie, CH d'Antibes, Antibes, France
| | - A Ruet
- Service de neurologie pathologie inflammatoire du système nerveux central, CRC SEP, CHU Pellegrin, CHU de Bordeaux, Bordeaux, France; Inserm U1215, Neurocentre Magendie, université de Bordeaux, Bordeaux, France
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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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Dvorak E, Levy S, Anderson JR, Sumowski JF. Phonemic processing is below expectations and linked to word-finding difficulty in multiple sclerosis. Mult Scler 2024; 30:1374-1378. [PMID: 39101235 DOI: 10.1177/13524585241259648] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/06/2024]
Abstract
BACKGROUND Word-finding difficulty is prevalent but poorly understood in persons with relapsing-remitting multiple sclerosis (RRMS). OBJECTIVE The objective was to investigate our hypothesis that phonological processing ability is below expectations and related to word-finding difficulty in patients with RRMS. METHOD Data were analyzed from patients with RRMS (n = 50) on patient-reported word-finding difficulty (PR-WFD) and objective performance on Wechsler Individual Achievement Test, Fourth Edition (WIAT-4) Phonemic Proficiency (PP; analysis of phonemes within words), Word Reading (WR; proxy of premorbid literacy and verbal ability), and Sentence Repetition (SR; auditory processing of word-level information). RESULTS Performance (mean (95% confidence interval)) was reliably lower than normative expectations for PP (-0.41 (-0.69, -0.13)) but not for WR (0.02 (-0.21, 0.25)) or SR (0.08 (-0.15, 0.31). Within-subjects performance was worse on PP than on both WR (t(49) = 4.00, p < 0.001, d = 0.47) and SR (t(49) =3.76, p < 0.001, d = 0.54). Worse PR-WFD was specifically related to lower PP (F2,47 = 6.24, p = 0.004, η2 = 0.21); worse PP performance at PR-WFD Often (n = 13; -1.16 (-1.49, -0.83)) than Sometimes (n = 17; -0.14 (-0.68, 0.41)) or Rarely (n = 20; -0.16 (-0.58, 0.27). PR-WFD was unrelated to WR or SR (ps > 0.25). CONCLUSION Phonological processing was below expectations and specifically linked to word-finding difficulty in RRMS. Findings are consistent with early disease-related cortical changes within the posterior superior temporal/supramarginal region. Results inform our developing model of multiple sclerosis-related word-finding difficulty.
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Affiliation(s)
- Emily Dvorak
- Corinne Goldsmith Dickinson Center for Multiple Sclerosis, Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Health Studies and Applied Educational Psychology, Teachers College, Columbia University, New York, NY, USA
| | - Sarah Levy
- Corinne Goldsmith Dickinson Center for Multiple Sclerosis, Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jordyn R Anderson
- Corinne Goldsmith Dickinson Center for Multiple Sclerosis, Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - James F Sumowski
- Corinne Goldsmith Dickinson Center for Multiple Sclerosis, Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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França M, Sousa C, Campos P, Rigueiro-Neves M, Ferreira A, Passos AM, Sá MJ. Assessment of phonemic verbal fluency in Portuguese patients with multiple sclerosis. J Clin Exp Neuropsychol 2024; 46:570-578. [PMID: 38980264 DOI: 10.1080/13803395.2024.2376295] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Accepted: 06/28/2024] [Indexed: 07/10/2024]
Abstract
BACKGROUND Executive dysfunction occurs in 15% to 20% of multiple sclerosis (MS) patients and verbal fluency tests are frequently used to assess this deficit. The Word List Generation (WLG) is one of the most used measures in MS. This study aims to compare the performance of WLG of MS patients and healthy controls and to analyze the influence of clinical and demographic factors on the performance of MS patients. METHODS One hundred and nine MS patients and an age- and gender-matched group of 138 healthy controls were evaluated with WLG Portuguese version, as well as other tests from the Brief Repeatable Battery of Neuropsychological Tests (BRBN-T), subtests from WAIS, a phonemic fluency test (M, R, and P), and measures of psychological symptomatology and cognitive fatigue. The MS group (70.6% females) was mainly diagnosed with RRMS (89.2%). RESULTS The MS group performed significantly lower than healthy controls on the WLG. In the MS group, this performance was significantly correlated with the level of education. Significant differences were found between the two groups regarding cognitive fatigue, with MS patients reporting higher levels than healthy controls. However, this variable was not related to the performance on the WLG for MS patients. CONCLUSIONS This study suggests that MS is associated with large levels of cognitive decline on the phonemic verbal fluency tests. These results are consistent with other studies and highlight the importance of verbal fluency and cognitive speed measures in the neuropsychological assessment of MS. Deficits on this task seem to be highly related to the level of education of the patient rather than other demographic and clinical factors.
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Affiliation(s)
- Márcia França
- Neuropsychology Unit of Department of Psychology, Centro Hospitalar Universitário São João Porto, Porto, Portugal
| | - Cláudia Sousa
- Neuropsychology Unit of Department of Psychology, Centro Hospitalar Universitário São João Porto, Porto, Portugal
- Department of Neurology, Centro Hospitalar Universitário São João Porto, Porto, Portugal
| | - Patricia Campos
- Neuropsychology Unit of Department of Psychology, Centro Hospitalar Universitário São João Porto, Porto, Portugal
| | - Mariana Rigueiro-Neves
- Business Research Unit (BRU-IUL), University Institute of Lisbon (ISCTE-IUL), Lisboa, Portugal
- Psychology Unit, PIN - Em todas as fases da vida, Lisboa, Portugal
| | - Aristides Ferreira
- Business Research Unit (BRU-IUL), University Institute of Lisbon (ISCTE-IUL), Lisboa, Portugal
| | - Ana Margarida Passos
- Business Research Unit (BRU-IUL), University Institute of Lisbon (ISCTE-IUL), Lisboa, Portugal
| | - Maria José Sá
- Department of Neurology, Centro Hospitalar Universitário São João Porto, Porto, Portugal
- Faculty of Health Sciences, University Fernando Pessoa, Porto, Portugal
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Dimitriou N, Bakirtzis C, Nteli E, Nousia A, Siokas V, Malefaki S, Messinis L, El-Wahsh S, Virvidaki IE, Grigoriadis P, Dardiotis E, Nasios G. Adaptation and validation of the Greek version of the Speech Pathology-Specific Questionnaire for Persons with Multiple Sclerosis (SMS). INTERNATIONAL JOURNAL OF SPEECH-LANGUAGE PATHOLOGY 2024; 26:59-67. [PMID: 37539484 DOI: 10.1080/17549507.2023.2180094] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/05/2023]
Abstract
PURPOSE The aim of the present study was to adapt and validate the Speech Pathology-Specific Questionnaire for Persons with Multiple Sclerosis (SMS) into the Greek language. METHOD The study sample consisted of 124 people with multiple sclerosis (PwMS) and 50 healthy controls (HCs). All PwMS underwent cognitive assessment using the Brief International Cognitive Assessment for Multiple Sclerosis (BICAMS). Both PwMS and HCs completed the SMS, the Eating Assessment tool (EAT-10), the Voice Handicap Index (VHI), and the Stroke and Aphasia Quality of Life Scale-39 (SAQOL-39). RESULT Significant difference was found between PwMS and HCs for the EAT-10, SAQOL-39, the total SMS, and the SMS subscales. Discriminant validity analyses revealed a statistically significant difference between PwMS and HCs for the total and subscales SMS. Convergent validity analyses between the total SMS and the SMS subscales, and scores on the BICAMS, EAT-10, SAQOL-39, and VHI in PwMS were significantly correlated, with exception of the SMS Speech/Voice with the Symbol Digit Modalities Test (SDMT) and the Greek Verbal Learning Test-II (GVLT-II). Scores on the EAT-10, SAQOL-39, and VHI in PwMS were also correlated with the total SMS and the SMS subscales in PwMS, HCs, and the total sample. Construct validity analyses revealed that the total SMS and the SMS subscales were significantly correlated with the Expanded Disability Status Scale (EDSS) and years of education, while no associations were found with regards to age, MS subtype (relapsing-remitting MS [RRMS] vs progressive MS [PMS]), disease duration, or sex. The internal consistency of all items was excellent in PwMS and the total sample (Cronbach's alpha was >0.7 after deletion of one item), with the exception of two items, which still fell within the acceptable range (>0.6) for PwMS and the total sample. CONCLUSION The Greek version of the SMS is a reliable and valid patient-reported outcome measure to assess speech-language and swallowing pathology related symptoms in PwMS, and can be used for research and clinical purposes.
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Affiliation(s)
- Nefeli Dimitriou
- Department of Speech and Language Therapy, School of Health Sciences, University of Ioannina, Ioannina, Greece
| | - Christos Bakirtzis
- B' Department of Neurology, Multiple Sclerosis Center, AHEPA University Hospital, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Elli Nteli
- B' Department of Neurology, Multiple Sclerosis Center, AHEPA University Hospital, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Anastasia Nousia
- Department of Speech and Language Therapy, School of Health Sciences, University of Ioannina, Ioannina, Greece
| | - Vasileios Siokas
- Department of Neurology, University Hospital of Larissa, School of Health Sciences, University of Thessaly, Larissa, Greece
| | - Sonia Malefaki
- Department of Mechanical Engineering and Aeronautics, University of Patras, Patras, Greece
| | - Lambros Messinis
- Lab of Cognitive Neuroscience, School of Psychology, Aristotle University of Thessaloniki, Greece
| | - Sarah El-Wahsh
- Communication Sciences and Disorders, School of Health Sciences, The University of Sydney, Australia, and
| | - Ioanna-Eleni Virvidaki
- Department of Speech and Language Therapy, School of Health Sciences, University of Ioannina, Ioannina, Greece
| | | | - Efthimios Dardiotis
- Department of Neurology, University Hospital of Larissa, School of Health Sciences, University of Thessaly, Larissa, Greece
| | - Grigorios Nasios
- Department of Speech and Language Therapy, School of Health Sciences, University of Ioannina, Ioannina, Greece
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Motyl J. Advancing assessment of cognitive change in multiple sclerosis: Seeking valid and sensitive approaches beyond simple cut-offs. Mult Scler 2024; 30:276-278. [PMID: 38196122 DOI: 10.1177/13524585231221409] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2024]
Affiliation(s)
- Jiri Motyl
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czechia
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Lebkuecher AL, Cosgrove AL, Strober LB, Chiaravalloti ND, Diaz MT. Multiple sclerosis is associated with differences in semantic memory structure. Neuropsychology 2024; 38:42-57. [PMID: 37535532 PMCID: PMC10837332 DOI: 10.1037/neu0000924] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/05/2023] Open
Abstract
OBJECTIVE Although language is often considered to be largely intact in multiple sclerosis (MS), word-finding difficulties are a common complaint. Recent work suggests that declines in language are not solely the result of motoric and cognitive slowing that is most strongly associated with MS. Network science approaches have been effectively used to examine network structure as it relates to clinical conditions, aging, and language. The present study utilizes a network science approach to investigate whether individuals with MS exhibit less interconnected and resilient semantic networks compared to age-matched neurotypical peers. METHOD We used semantic fluency data from 89 participants with MS and 88 neurotypical participants to estimate and analyze the semantic network structure for each participant group. Additionally, we conducted a percolation analysis to examine the resilience of each network. RESULTS Network measures showed that individuals with MS had lower local and global clustering coefficients, longer average shortest path lengths, and higher modularity values compared to neurotypical peers. Small-worldness, network portrait divergence measures, and community detection analyses were consistent with these results and indicated that macroscopic properties of the two networks differed and that the semantic network for individuals with MS was more fractured than the neurotypical peer network. Moreover, a spreading activation simulation and percolation analysis suggested that the semantic networks of individuals with MS are less flexible and activation degrades faster than those of age-matched neurotypical participants. CONCLUSIONS These differing semantic network structures suggest that language retrieval difficulties in MS partially result from decline in language-specific factors. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
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Affiliation(s)
| | | | - Lauren B. Strober
- Center for Neuropsychology & Neuroscience Research, Kessler Foundation
- Department of Physical Medicine & Rehabilitation, Rutgers University New Jersey Medical School
| | - Nancy D. Chiaravalloti
- Center for Neuropsychology & Neuroscience Research, Kessler Foundation
- Department of Physical Medicine & Rehabilitation, Rutgers University New Jersey Medical School
- Center for Traumatic Brain Injury Research, Kessler Foundation
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Pitteri M, Vannucci M, Dapor C, Guandalini M, Daffinà A, Marastoni D, Calabrese M. Prominent role of executive functioning on the Phonemic Fluency Test in people with multiple sclerosis. J Int Neuropsychol Soc 2023; 29:902-906. [PMID: 36781412 DOI: 10.1017/s1355617723000139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/15/2023]
Abstract
OBJECTIVE Executive functioning (EF) can be one of the earliest, despite under-detected, impaired cognitive domains in patients with multiple sclerosis (pwMS). However, it is still not clear the role of EF on verbal fluency tests given the presence of information processing speed (IPS) deficits in pwMS. METHOD Performance of a group of 43 pwMS without IPS impairment as measured with the Symbol Digit Modalities Test (SDMT) and a group of 32 healthy controls (HC) was compared on the Phonemic and Semantic Fluency Tests. For each group, we scored the number of words generated (i) in the early time interval (i.e., first 15 sec, semi-automatic process) and (ii) in the late time interval (i.e., from 15 to 60 sec, controlled process). RESULTS Globally, pwMS produced significantly fewer words than HC on the Phonemic but not on the Semantic Fluency Test. Crucially, in the Phonemic Fluency Test pwMS generated significantly fewer words than HC in the late time interval, whereas no significant difference between the two groups emerged in the early time interval. CONCLUSIONS These findings suggest that executive dysfunction is the core element on the Phonemic Fluency Test also in pwMS and it deserves attention in both research and clinical practice.
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Affiliation(s)
- Marco Pitteri
- Department of Neuropsychology, National Hospital for Neurology and Neurosurgery, London, UK
| | - Manila Vannucci
- Department of NEUROFARBA, Section of Psychology, University of Florence, Florence, Italy
| | - Caterina Dapor
- Department of General Psychology, University of Padua, Padua, Italy
| | - Maddalena Guandalini
- Neurology section, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Angelica Daffinà
- Psychology Area, Salesian University Institution of Venice and Verona (IUSVE), Venice-Mestre, Italy
| | - Damiano Marastoni
- Neurology section, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Massimiliano Calabrese
- Neurology section, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
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Rook J, Llufriu S, de Kok D, Rofes A. Language impairments in people with autoimmune neurological diseases: A scoping review. JOURNAL OF COMMUNICATION DISORDERS 2023; 106:106368. [PMID: 37717472 DOI: 10.1016/j.jcomdis.2023.106368] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 08/02/2023] [Accepted: 08/16/2023] [Indexed: 09/19/2023]
Abstract
INTRODUCTION Autoimmune neurological diseases (ANDs) are a specific type of autoimmune disease that affect cells within the central and peripheral nervous system. ANDs trigger various physical/neuropsychiatric symptoms. However, language impairments in people with ANDs are not well characterized. Here we aimed to determine the kinds of language impairment that most commonly emerge in 10 ANDs, the characteristics of the patients (demographic, neurological damage), and the assessment methods used. METHODS We followed the PRISMA Extension for Scoping Reviews (PRISMA-ScR). PubMed and Google Scholar were searched. We used a list of search terms containing 10 types of ANDs (e.g., multiple sclerosis, acute disseminated encephalomyelitis) in combination with the terms aphasia, dysphasia, fluency, language, listening, morphology, phonology, pragmatics, reading, semantics, speaking, syntax, writing. The reference lists and citations of the relevant papers were also investigated. The type of AND, patient characteristics, neurological damage and examination technique, language tests administered, and main findings were noted for each study meeting the inclusion criteria. RESULTS We found 171 studies meeting our inclusion criteria. These comprised group studies and case studies. Language impairments differed largely among types of ANDs. Neurological findings were mentioned in most of the papers, but specific language tests were rarely used. CONCLUSIONS Language symptoms in people with ANDs are commonly reported. These are often not full descriptions or only focus on specific time points in the course of the disease. Future research needs to assess specific language functions in people with ANDs and relate their language impairments to brain damage at different stages of disease evolution.
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Affiliation(s)
- Janine Rook
- Center for Language and Cognition, University of Groningen, Groningen, The Netherlands; Research School of Behavioural and Cognitive Neurosciences, University of Groningen, Groningen, The Netherlands
| | - Sara Llufriu
- Center of Neuroimmunology, Laboratory of Advanced Imaging in Neuroimmunological Diseases, Hospital Clinic Barcelona, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), University of Barcelona, Barcelona, Spain
| | - Dörte de Kok
- Center for Language and Cognition, University of Groningen, Groningen, The Netherlands
| | - Adrià Rofes
- Center for Language and Cognition, University of Groningen, Groningen, The Netherlands.
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Anderson JR, Fitzgerald KC, Murrough JW, Katz Sand IB, Sorets TR, Krieger SC, Riley CS, Fabian MT, Sumowski JF. Depression symptoms and cognition in multiple sclerosis: Longitudinal evidence of a specific link to executive control. Mult Scler 2023; 29:1632-1645. [PMID: 37772495 DOI: 10.1177/13524585231198746] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/30/2023]
Abstract
BACKGROUND Depression symptoms are prevalent in multiple sclerosis (MS) and associated with poorer cognition in cross-sectional studies; it is unknown whether changes in depression symptoms track with cognitive changes longitudinally. OBJECTIVE Investigate whether changes in depression symptoms correspond with cognitive changes over time in MS, and identify specific cognitive functions related to depression symptoms. METHOD Persons with early relapse-onset MS (n = 165) completed a depression questionnaire (Beck Depression Inventory FastScreen) and tests of cognitive speed, executive control, and memory at baseline and 3-year follow-up. One-way ANOVAs assessed differences in cognitive change across participants with worsened, stable, or improved depression symptoms from baseline to year 3. RESULTS Change in depression symptoms was related to change in executive control (p = 0.001, ηp2 = 0.08; worsened mood with worsened executive control; improved mood with improved executive control), even when adjusting for cognitive speed (p = 0.002, ηp2 = 0.08). There were no links to cognitive speed (p = 0.826) or memory (p = 0.243). Regarding individual depression symptoms, executive control was related to loss of pleasure and suicidal thoughts. CONCLUSIONS Executive control tracks with depression symptoms, raising hope that management of mood may improve executive control. The specific link between executive control and anhedonia implicates dysfunctional reward processing as a key component of MS depression.
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Affiliation(s)
- Jordyn R Anderson
- Corinne Goldsmith Dickinson Center for Multiple Sclerosis, Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Kathryn C Fitzgerald
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - James W Murrough
- Depression and Anxiety Center for Discovery and Treatment, Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Ilana B Katz Sand
- Corinne Goldsmith Dickinson Center for Multiple Sclerosis, Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Tali R Sorets
- Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Stephen C Krieger
- Corinne Goldsmith Dickinson Center for Multiple Sclerosis, Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Claire S Riley
- Columbia University Multiple Sclerosis Center, Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA
| | - Michelle T Fabian
- Corinne Goldsmith Dickinson Center for Multiple Sclerosis, Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - James F Sumowski
- Corinne Goldsmith Dickinson Center for Multiple Sclerosis, Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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12
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Piacentini C, Argento O, Nocentini U. Cognitive impairment in multiple sclerosis: "classic" knowledge and recent acquisitions. ARQUIVOS DE NEURO-PSIQUIATRIA 2023; 81:585-596. [PMID: 37379870 PMCID: PMC10658666 DOI: 10.1055/s-0043-1763485] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Accepted: 10/11/2022] [Indexed: 06/30/2023]
Abstract
Multiple sclerosis (MS) is a central nervous system (CNS) disease characterized by inflammation, axonal demyelination, and neurodegeneration, which can have a strong impact on all aspects of the life of the patient. Multiple sclerosis causes motor, sensory, cerebellar, and autonomic dysfunctions, as well as cognitive and psychoemotional impairment. The most frequently compromised cognitive domains are complex attention/information processing, memory, executive and visuospatial functions. Recently, alterations have also been evidenced in complex cognitive functions, such as social cognition, moral judgment, and decision-making. Cognitive impairment is characterized by high variability and can affect work skills, social interactions, coping strategies and more generally the quality of life of patients and their families. With the use of sensitive and easy-to-administer test batteries, an increasingly accurate and early diagnosis is feasible: this allows to determine the effectiveness of possible preventive measures, to predict the future progression of the disease and to improve the quality of life of patients. There is currently limited evidence regarding the efficacy, on cognitive impairment, of disease-modifying therapies. The most promising approach, which has received strong empirical support, is cognitive rehabilitation.
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Affiliation(s)
- Chiara Piacentini
- Institute of Hospitalization and Care of a Scientific Character “Santa Lucia”
Foundation, Behavioral Neuropsychology, Rome, Italy.
| | - Ornella Argento
- Institute of Hospitalization and Care of a Scientific Character “Santa Lucia”
Foundation, Behavioral Neuropsychology, Rome, Italy.
| | - Ugo Nocentini
- Institute of Hospitalization and Care of a Scientific Character “Santa Lucia”
Foundation, Behavioral Neuropsychology, Rome, Italy.
- University of Rome “Tor Vergata”, Department of Clinical Sciences and
Translational Medicine, Rome, Italy.
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13
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Yap SM, Davenport L, Cogley C, Craddock F, Kennedy A, Gaughan M, Kearney H, Tubridy N, De Looze C, O'Keeffe F, Reilly RB, McGuigan C. Word finding, prosody and social cognition in multiple sclerosis. J Neuropsychol 2023; 17:32-62. [PMID: 35822290 DOI: 10.1111/jnp.12285] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Accepted: 03/29/2022] [Indexed: 10/17/2022]
Abstract
BACKGROUND Impairments in speech and social cognition have been reported in people with multiple sclerosis (pwMS), although their relationships with neuropsychological outcomes and their clinical utility in MS are unclear. OBJECTIVES To evaluate word finding, prosody and social cognition in pwMS relative to healthy controls (HC). METHODS We recruited people with relapsing MS (RMS, n = 21), progressive MS (PMS, n = 24) and HC (n = 25) from an outpatient MS clinic. Participants completed a battery of word-finding, social cognitive, neuropsychological and clinical assessments and performed a speech task for prosodic analysis. RESULTS Of 45 pwMS, mean (SD) age was 49.4 (9.4) years, and median (range) Expanded Disability Severity Scale score was 3.5 (1.0-6.5). Compared with HC, pwMS were older and had slower information processing speed (measured with the Symbol Digit Modalities Test, SDMT) and higher depression scores. Most speech and social cognitive measures were associated with information processing speed but not with depression. Unlike speech, social cognition consistently correlated with intelligence and memory. Visual naming test mean response time (VNT-MRT) demonstrated worse outcomes in MS versus HC (p = .034, Nagelkerke's R2 = 65.0%), and in PMS versus RMS (p = .009, Nagelkerke's R2 = 50.2%). Rapid automatised object naming demonstrated worse outcomes in MS versus HC (p = .014, Nagelkerke's R2 = 49.1%). These word-finding measures showed larger effect sizes than that of the SDMT (MS vs. HC, p = .010, Nagelkerke's R2 = 40.6%; PMS vs. RMS, p = .023, Nagelkerke's R2 = 43.5%). Prosody and social cognition did not differ between MS and HC. CONCLUSIONS Word finding, prosody and social cognition in MS are associated with information processing speed and largely independent of mood. Impairment in visual object meaning perception is potentially a unique MS disease-related deficit that could be further explored and cautiously considered as an adjunct disability metric for MS.
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Affiliation(s)
- Siew Mei Yap
- Department of Neurology, St. Vincent's University Hospital, Dublin 4, Ireland.,School of Medicine, University College Dublin, Dublin, Ireland
| | - Laura Davenport
- Neuropsychology Service, Department of Psychology, St. Vincent's University Hospital, Dublin 4, Ireland
| | - Clodagh Cogley
- Neuropsychology Service, Department of Psychology, St. Vincent's University Hospital, Dublin 4, Ireland.,School of Psychology, University College Dublin, Dublin, Ireland
| | - Fiona Craddock
- Neuropsychology Service, Department of Psychology, St. Vincent's University Hospital, Dublin 4, Ireland
| | - Alex Kennedy
- Trinity Centre for Biomedical Engineering, Trinity College, The University of Dublin, Dublin 2, Ireland
| | - Maria Gaughan
- Department of Neurology, St. Vincent's University Hospital, Dublin 4, Ireland.,School of Medicine, University College Dublin, Dublin, Ireland
| | - Hugh Kearney
- Department of Neurology, St. Vincent's University Hospital, Dublin 4, Ireland
| | - Niall Tubridy
- Department of Neurology, St. Vincent's University Hospital, Dublin 4, Ireland.,School of Medicine, University College Dublin, Dublin, Ireland
| | - Céline De Looze
- Trinity Centre for Biomedical Engineering, Trinity College, The University of Dublin, Dublin 2, Ireland
| | - Fiadhnait O'Keeffe
- Neuropsychology Service, Department of Psychology, St. Vincent's University Hospital, Dublin 4, Ireland.,School of Psychology, University College Dublin, Dublin, Ireland
| | - Richard B Reilly
- Trinity Centre for Biomedical Engineering, Trinity College, The University of Dublin, Dublin 2, Ireland.,School of Medicine, Trinity College, The University of Dublin, Dublin 2, Ireland.,School of Engineering, Trinity College, The University of Dublin, Dublin 2, Ireland
| | - Christopher McGuigan
- Department of Neurology, St. Vincent's University Hospital, Dublin 4, Ireland.,School of Medicine, University College Dublin, Dublin, Ireland
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14
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"It's on the tip of my tongue!" exploring confrontation naming difficulties in patients with multiple sclerosis. Mult Scler Relat Disord 2023; 71:104579. [PMID: 36805174 DOI: 10.1016/j.msard.2023.104579] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Revised: 01/25/2023] [Accepted: 02/13/2023] [Indexed: 02/16/2023]
Abstract
BACKGROUND Naming difficulty is commonly reported by patients with multiple sclerosis (pwMS). Though many cognitive batteries recommended for pwMS include fluency tasks, they do not include naming tasks. The aim of this study was to examine the prevalence of naming impairment in pwMS by using a measure of confrontation naming and to identify correlates with neuroimaging. METHODS One-hundred-eighty-five pwMS (Mage = 48.75 ± 11.23) completed neuropsychological testing and fifty had brain MRI scans within one year of neuropsychological testing. Controlling for demographic variables, partial correlations and hierarchical regressions with language tests as the outcome variables and neuroimaging variables as predictors were performed. RESULTS Performance on language tasks ranged within low average to average, with impairment most frequently found on a measure of confrontation naming (Boston Naming Test [BNT];27.6%), followed by a measure of phonemic fluency (Controlled Oral Word Association Test [COWAT]; 24.3%) and semantic fluency (animals [AF]; 18.3%). In the subset of patients with neuroimaging, thalamic volume had the strongest relationship with language variables, followed by white matter volume and T2 lesion volume. Language variables had no association with fractional gray matter volume. Of the language measures, BNT demonstrated the strongest relationship with MRI variables, followed by AF. There were no significant associations between neuroimaging variables and COWAT. Regression results revealed that fractional thalamic volume significantly contributed to BNT scores after adjusting for demographics, while T2 lesion volume predicted AF and no neuroimaging variables emerged as predictors for COWAT after controlling for demographics. CONCLUSIONS Objective naming impairment is common in pwMS and are more strongly associated with neuroimaging of MS brain pathology than verbal fluency tasks that are commonly used in cognitive batteries for pwMS. Continued research on language (especially naming) deficits and neuroimaging correlates (particularly thalamic involvement) in pwMS is needed.
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15
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Dobryakova E, Hafiz R, Iosipchuk O, Sandry J, Biswal B. ALFF response interaction with learning during feedback in individuals with multiple sclerosis. Mult Scler Relat Disord 2023; 70:104510. [PMID: 36706463 DOI: 10.1016/j.msard.2023.104510] [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: 07/14/2022] [Revised: 12/06/2022] [Accepted: 01/05/2023] [Indexed: 01/07/2023]
Abstract
Amplitude of low-frequency fluctuations (ALFF) is defined as changes of BOLD signal during resting state (RS) brain activity. Previous studies identified differences in RS activation between healthy and multiple sclerosis (MS) participants. However, no research has investigated the relationship between ALFF and learning in MS. We thus examine this here. Twenty-five MS and nineteen healthy participants performed a paired-associate word learning task where participants were presented with extrinsic or intrinsic performance feedback. Compared to healthy participants, MS participants showed higher local brain activation in the right thalamus. We also observed a positive correlation in the MS group between ALFF and extrinsic feedback within the left inferior frontal gyrus, and within the left superior temporal gyrus in association with intrinsic feedback. Healthy participants showed a positive correlation in the right fusiform gyrus between ALFF and extrinsic feedback. Findings suggest that while MS participants do not show a feedback learning impairment compared to the healthy participants, ALFF differences might suggest a general maladaptive pattern of task unrelated thalamic activation and adaptive activation in frontal and temporal regions. Results indicate that ALFF can be successfully used at capturing pathophysiological changes in local brain activation in MS in association with learning through feedback.
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Affiliation(s)
- Ekaterina Dobryakova
- Center for Traumatic Brain Injury Research, Kessler Foundation, 120 Eagle Rock Ave., East Hanover, NJ, USA
| | | | - Olesya Iosipchuk
- Center for Traumatic Brain Injury Research, Kessler Foundation, 120 Eagle Rock Ave., East Hanover, NJ, USA.
| | - Joshua Sandry
- Psychology Department, Montclair State University, 1 Normal Ave., Montclair, NJ, USA
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16
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Manglani HR, Fisher ME, Duraney EJ, Nicholas JA, Prakash RS. A promising cognitive screener in multiple sclerosis: The NIH toolbox cognition battery concords with gold standard neuropsychological measures. Mult Scler 2022; 28:1762-1772. [PMID: 35531593 DOI: 10.1177/13524585221088731] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
BACKGROUND Routine cognitive screening is a priority in MS clinical care. The National Institutes of Health Toolbox (NIHTB) Cognition Battery is a 30-min instrument validated in neurological populations excluding MS. OBJECTIVES To assess construct validity of NIHTB tests and compare classification of cognitive impairment with gold-standard tests. To evaluate relationships between fluid cognition and clinical measures. METHODS Eighty-seven individuals, aged 30-59 years, completed the NIHTB, Minimal Assessment of Cognitive Function in MS (MACFIMS), Wechsler Adult Intelligence Scale-IV subtests, and measures of disease severity, depression, and fatigue. RESULTS The NIHTB showed adequate convergent validity for processing speed, working memory, and episodic memory. Although fluid cognition scores from the NIHTB and MACFIMS classified a similar proportion of participants as cognitively impaired, the two batteries differed in which individuals were classified as impaired versus preserved. NIHTB fluid cognition was inversely correlated with disease severity but not related to depression or fatigue. CONCLUSIONS The NIHTB concords with gold-standard measures, and classifies cognitive impairment at similar rates to the MACFIMS. Adjusted NIHTB fluid cognition was negatively associated with disease severity suggesting clinical utility. Psychometric validation of the NIHTB in clinical practice will elucidate its promise as a cognitive screener in MS.
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Affiliation(s)
- Heena R Manglani
- Department of Psychology, The Ohio State University, Columbus, OH, USA
| | - Megan E Fisher
- Department of Psychology, The Ohio State University, Columbus, OH, USA
| | | | | | - Ruchika Shaurya Prakash
- Department of Psychology, The Ohio State University, Columbus, OH, USA/Center for Cognitive and Behavioral Brain Imaging, The Ohio State University, Columbus, OH, USA Analyses for the current study were pre-registered on the Open Science Framework (https://osf.io/fcvga/)
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17
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Krieger SC, Antoine A, Sumowski JF. EDSS 0 is not normal: Multiple sclerosis disease burden below the clinical threshold. Mult Scler 2022; 28:2299-2303. [PMID: 35832024 DOI: 10.1177/13524585221108297] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Little to no above-threshold deficits may be evident in early multiple sclerosis (MS). The Expanded Disability Status Scale (EDSS) is a standard measure of neurologic function, with an EDSS score of 0 defined as "neurologically normal." The topographical model of MS proposes that sub-threshold disease is compensated for by functional reserve. In this short report, we found that physically high-challenge measures of balance and upper extremity coordination reveal sub-threshold deficits in patients with EDSS score of 0 compared with healthy controls. Challenge task performance was correlated with imaging markers of both lesional burden of disease and a volumetric measure of brain reserve.
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Affiliation(s)
- Stephen C Krieger
- Corinne Goldsmith Dickinson Center for Multiple Sclerosis, Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Ali Antoine
- Corinne Goldsmith Dickinson Center for Multiple Sclerosis, Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - James F Sumowski
- Corinne Goldsmith Dickinson Center for Multiple Sclerosis, Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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18
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El-Wahsh S, Layfield C, Bogaardt H, Kumfor F, Ballard KJ. Perspectives from the patient: A content analysis of communication changes, impact, and strategies to facilitate communication in multiple sclerosis. INTERNATIONAL JOURNAL OF SPEECH-LANGUAGE PATHOLOGY 2022; 24:173-189. [PMID: 34493141 DOI: 10.1080/17549507.2021.1973101] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Purpose: Communication changes in multiple sclerosis (MS) are under-explored and under-recognised. Persons with MS (PwMS) are experts in their condition and play a valuable role in informing clinicians and researchers of their condition. This study aimed to investigate the perspectives of PwMS on: (1) MS-related communication changes, (2) the impact of these communication changes across key aspects of a person's life, including work/studies, relationships, and general quality of life, and (3) strategies used to facilitate communication in daily interactions.Method: Two-hundred and sixty PwMS were recruited internationally and completed an online questionnaire. Content analysis was used to analyse open-ended questionnaire responses.Result: One-hundred and ninety-seven (75.8%) participants reported communication changes, including language, cognitive, speech, voice, and fluency changes. Participants described a variety of personal and environmental factors that influence communication negatively, such as fatigue, stress, and heat. Communication changes were reported to impact on psychological wellbeing, interpersonal relationships, participation and identity in the workforce and career pathways, and tertiary studies. Around 40% of participants reported using a range of overt and covert strategies to manage communication changes. Only 11.2% (n = 22/197) of participants who reported communication changes accessed speech-language pathology (SLP) services.Conclusion: PwMS can experience a wide spectrum of communication changes. These communication changes can have a profound and far-reaching impact on psychological wellbeing and societal participation. Engagement with SLP services is limited compared to the reported prevalence of communication changes. There is a need to raise awareness of the role of SLP in service provision for PwMS to manage communication changes. This paper discusses and provides suggestions for SLP services for PwMS with communication changes. There is a timely need to develop evidence-based interventions to support PwMS manage communication changes and reduce their impact.
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Affiliation(s)
- Sarah El-Wahsh
- Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - Claire Layfield
- Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, Australia
| | - Hans Bogaardt
- Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - Fiona Kumfor
- School of Psychology, The University of Sydney, Sydney, Australia, and
- Brain and Mind Centre, The University of Sydney, Sydney, Australia
| | - Kirrie J Ballard
- Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
- Brain and Mind Centre, The University of Sydney, Sydney, Australia
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19
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Beck ES, Maranzano J, Luciano NJ, Parvathaneni P, Filippini S, Morrison M, Suto DJ, Wu T, van Gelderen P, de Zwart JA, Antel S, Fetco D, Ohayon J, Andrada F, Mina Y, Thomas C, Jacobson S, Duyn J, Cortese I, Narayanan S, Nair G, Sati P, Reich DS. Cortical lesion hotspots and association of subpial lesions with disability in multiple sclerosis. Mult Scler 2022; 28:1351-1363. [PMID: 35142571 DOI: 10.1177/13524585211069167] [Citation(s) in RCA: 39] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND Dramatic improvements in visualization of cortical (especially subpial) multiple sclerosis (MS) lesions allow assessment of impact on clinical course. OBJECTIVE Characterize cortical lesions by 7 tesla (T) T2*-/T1-weighted magnetic resonance imaging (MRI); determine relationship with other MS pathology and contribution to disability. METHODS Sixty-four adults with MS (45 relapsing-remitting/19 progressive) underwent 3 T brain/spine MRI, 7 T brain MRI, and clinical testing. RESULTS Cortical lesions were found in 94% (progressive: median 56/range 2-203; relapsing-remitting: 15/0-168; p = 0.004). Lesion distribution across 50 cortical regions was nonuniform (p = 0.006), with highest lesion burden in supplementary motor cortex and highest prevalence in superior frontal gyrus. Leukocortical and white matter lesion volumes were strongly correlated (r = 0.58, p < 0.0001), while subpial and white matter lesion volumes were moderately correlated (r = 0.30, p = 0.002). Leukocortical (p = 0.02) but not subpial lesions (p = 0.40) were correlated with paramagnetic rim lesions; both were correlated with spinal cord lesions (p = 0.01). Cortical lesion volumes (total and subtypes) were correlated with expanded disability status scale, 25-foot timed walk, nine-hole peg test, and symbol digit modality test scores. CONCLUSION Cortical lesions are highly prevalent and are associated with disability and progressive disease. Subpial lesion burden is not strongly correlated with white matter lesions, suggesting differences in inflammation and repair mechanisms.
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Affiliation(s)
- Erin S Beck
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA; Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Josefina Maranzano
- McConnell Brain Imaging Centre, Department of Neurology and Neurosurgery, Montreal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada; Department of Anatomy, University of Quebec in Trois-Rivières, Trois-Rivières, QC, Canada
| | - Nicholas J Luciano
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Prasanna Parvathaneni
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Stefano Filippini
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA.,Department of Neurosciences, Drug and Child Health, University of Florence, Florence, Italy
| | - Mark Morrison
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Daniel J Suto
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Tianxia Wu
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Peter van Gelderen
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Jacco A de Zwart
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Samson Antel
- McConnell Brain Imaging Centre, Department of Neurology and Neurosurgery, Montreal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada
| | - Dumitru Fetco
- McConnell Brain Imaging Centre, Department of Neurology and Neurosurgery, Montreal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada
| | - Joan Ohayon
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Frances Andrada
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Yair Mina
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA.,Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Chevaz Thomas
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Steve Jacobson
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Jeff Duyn
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Irene Cortese
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Sridar Narayanan
- McConnell Brain Imaging Centre, Department of Neurology and Neurosurgery, Montreal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada
| | - Govind Nair
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Pascal Sati
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA.,Department of Neurology, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Daniel S Reich
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
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20
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Buyukturkoglu K, Vergara C, Fuentealba V, Tozlu C, Dahan JB, Carroll BE, Kuceyeski A, Riley CS, Sumowski JF, Guevara Oliva C, Sitaram R, Guevara P, Leavitt VM. Machine learning to investigate superficial white matter integrity in early multiple sclerosis. J Neuroimaging 2022; 32:36-47. [PMID: 34532924 PMCID: PMC8752496 DOI: 10.1111/jon.12934] [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] [Received: 05/29/2021] [Revised: 09/01/2021] [Accepted: 09/03/2021] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND AND PURPOSE This study aims todetermine the sensitivity of superficial white matter (SWM) integrity as a metric to distinguish early multiple sclerosis (MS) patients from healthy controls (HC). METHODS Fractional anisotropy and mean diffusivity (MD) values from SWM bundles across the cortex and major deep white matter (DWM) tracts were extracted from 29 early MS patients and 31 age- and sex-matched HC. Thickness of 68 cortical regions and resting-state functional-connectivity (RSFC) among them were calculated. The distribution of structural and functional metrics between groups were compared using Wilcoxon rank-sum test. Utilizing a machine learning method (adaptive boosting), 6 models were built based on: 1-SWM, 2-DWM, 3-SWM and DWM, 4-cortical thickness, or 5-RSFC measures. In model 6, all features from previous models were incorporated. The models were trained with nested 5-folds cross-validation. Area under the receiver operating characteristic curve (AUCroc ) values were calculated to evaluate classification performance of each model. Permutation tests were used to compare the AUCroc values. RESULTS Patients had higher MD in SWM bundles including insula, inferior frontal, orbitofrontal, superior and medial temporal, and pre- and post-central cortices (p < .05). No group differences were found for any other MRI metric. The model incorporating SWM and DWM features provided the best classification (AUCroc = 0.75). The SWM model provided higher AUCroc (0.74), compared to DWM (0.63), cortical thickness (0.67), RSFC (0.63), and all-features (0.68) models (p < .001 for all). CONCLUSION Our results reveal a non-random pattern of SWM abnormalities at early stages of MS even before pronounced structural and functional alterations emerge.
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Affiliation(s)
- Korhan Buyukturkoglu
- Columbia University Irving Medical Center, Department of Neurology. New York, NY. USA
| | | | | | - Ceren Tozlu
- Department of Radiology, Weill Cornell Medicine, New York, NY, USA
| | - Jacob B. Dahan
- Columbia University Irving Medical Center, Department of Neurology. New York, NY. USA
| | - Britta E. Carroll
- Columbia University Irving Medical Center, Department of Neurology. New York, NY. USA
| | - Amy Kuceyeski
- Department of Radiology, Weill Cornell Medicine, New York, NY, USA
| | - Claire S. Riley
- Multiple Sclerosis Center, Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA
| | - James F. Sumowski
- Corinne Goldsmith Dickinson Center for Multiple Sclerosis, Mount Sinai Hospital, New York, NY. USA
| | | | - Ranganatha Sitaram
- Diagnostic Imaging Department, St. Jude Children’s Research Hospital, Memphis TN. USA
| | | | - Victoria M. Leavitt
- Columbia University Irving Medical Center, Department of Neurology. New York, NY. USA
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21
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Glukhovsky L, Brandstadter R, Leavitt VM, Krieger S, Fabian M, Sand IK, Klineova S, Riley CS, Lublin FD, Miller AE, Sumowski JF. Depression and cognitive function in early multiple sclerosis: Multitasking is more sensitive than traditional assessments. Mult Scler 2021; 27:1276-1283. [PMID: 33196404 PMCID: PMC10375894 DOI: 10.1177/1352458520958359] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
BACKGROUND Persons with multiple sclerosis (MS) and depression symptoms report real-world cognitive difficulties that may be missed by laboratory cognitive tests. OBJECTIVE To examine the relationship of depressive symptoms to cognitive monotasking versus multitasking in early MS. METHOD Persons with early MS (n = 185; ⩽5 years diagnosed) reported mood, completed monotasking and multitasking cognitive tests, and received high-resolution 3.0 T magnetic resonance imaging (MRI). Partial correlations analyzed associations between mood and cognition, controlling for age, sex, estimated premorbid IQ, T2 lesion volume, and normalized gray matter volume. RESULTS Depression symptoms were more related to worse cognitive multitasking (-0.353, p < 0.001) than monotasking (r = -0.189, p = 0.011). There was a significant albeit weaker link to cognitive efficiency composite score (r = -0.281, p < 0.001), but not composite memory (r = -0.036, p > 0.50). Findings were replicated with a second depression measure. Multitasking was worse in patients with at least mild depression than both patients with no/minimal depression and healthy controls. Multitasking was not related to mood in healthy controls. CONCLUSIONS Depression symptoms are linked to cognitive multitasking in early MS; standard monotasking cognitive assessments appear less sensitive to depression-related cognition. Further investigation should determine directionality and mechanisms of this relationship, with the goal of enhancing treatment for cognitive dysfunction and depression in MS.
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Affiliation(s)
- Lisa Glukhovsky
- Icahn School of Medicine at Mount Sinai, Dept of Neurology, NY, NY, USA
| | | | | | - Stephen Krieger
- Icahn School of Medicine at Mount Sinai, Dept of Neurology, NY, NY, USA
| | - Michelle Fabian
- Icahn School of Medicine at Mount Sinai, Dept of Neurology, NY, NY, USA
| | - Ilana Katz Sand
- Icahn School of Medicine at Mount Sinai, Dept of Neurology, NY, NY, USA
| | - Sylvia Klineova
- Icahn School of Medicine at Mount Sinai, Dept of Neurology, NY, NY, USA
| | - Claire S. Riley
- Columbia University Medical Center, Dept of Neurology, NY, NY, USA
| | - Fred D. Lublin
- Icahn School of Medicine at Mount Sinai, Dept of Neurology, NY, NY, USA
| | - Aaron E. Miller
- Icahn School of Medicine at Mount Sinai, Dept of Neurology, NY, NY, USA
| | - James F. Sumowski
- Icahn School of Medicine at Mount Sinai, Dept of Neurology, NY, NY, USA
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22
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Riccardi A, Ognibene F, Mondini S, Nucci M, Margoni M, Meglioranzi I, Carta E, Zywicki S, Miante S, Perini P, Rinaldi F, Puthenparampil M, Gallo P. Designing a Self-Perception Cognitive Questionnaire for Italian Multiple Sclerosis Patients (Sclerosi Multipla Autovalutazione Cognitiva, SMAC). A Preliminary Exploratory Pilot Study. Front Neurol 2021; 12:668933. [PMID: 34262521 PMCID: PMC8273489 DOI: 10.3389/fneur.2021.668933] [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: 02/17/2021] [Accepted: 05/19/2021] [Indexed: 11/23/2022] Open
Abstract
Background: Although cognition in multiple sclerosis (MS) is assessed by means of several neuropsychological tests, only a few tools exist to investigate patients' perspectives on cognitive functioning. Objective: To develop a new questionnaire aimed at exploring patients' self-perception with respect to cognition in Italian MS patients. Methods: A total of 120 relapsing-remitting MS (RRMS) patients and 120 matched healthy controls (HC) completed a 25-item questionnaire called the Sclerosi Multipla Autovalutazione Cognitiva (SMAC). The Symbol Digit Modalities Test (SDMT), the Delis-Kaplan Executive Function System Sorting Test (D-KEFS ST), the Beck Depression Inventory (BDI-II), and the Fatigue Scale (FSS) were also administered to the patients. Results: Significantly higher SMAC scores were displayed by RRMS patients compared with HC (30.1 ± 16.9 vs. 23.4 ± 10.4, p = 0.003). SMAC inversely correlated with SDMT (r = −0.31, p < 0.001), D-KEFS ST FSC (r = −0.21, p = 0.017), D-KEFS ST FSD (r = −0.22, p = 0.015) and D-KEFS ST SR (r = −0.19, p = 0.035) and positively correlated with FSS (r = 0.42, p < 0.001) and BDI-II (r = 0.59, p < 0.001). Cronbach's alpha coefficient for the questionnaire was 0.94. Conclusion: Preliminary findings suggest that SMAC is a promising patient-reported outcome to be included in MS neuropsychological evaluation and thus warrants being further tested and developed.
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Affiliation(s)
- Alice Riccardi
- Department of Neuroscience, Multiple Sclerosis Center, University of Padua, Padua, Italy
| | - Francesca Ognibene
- Department of Neuroscience, Multiple Sclerosis Center, University of Padua, Padua, Italy
| | - Sara Mondini
- Department of Philosophy, Sociology, Education and Applied Psychology, Human Inspired Technology Research Centre- HIT, University of Padua, Padua, Italy
| | - Massimo Nucci
- Department of General Psychology, Human Inspired Technology Research Centre- HIT, University of Padua, Padua, Italy
| | - Monica Margoni
- Department of Neuroscience, Multiple Sclerosis Center, University of Padua, Padua, Italy
| | - Ilaria Meglioranzi
- Department of Neuroscience, Multiple Sclerosis Center, University of Padua, Padua, Italy
| | - Elisa Carta
- Department of Neuroscience, Multiple Sclerosis Center, University of Padua, Padua, Italy
| | - Sofia Zywicki
- Department of Neuroscience, Multiple Sclerosis Center, University of Padua, Padua, Italy
| | - Silvia Miante
- Department of Neuroscience, Multiple Sclerosis Center, University of Padua, Padua, Italy
| | - Paola Perini
- Multiple Sclerosis Center, University Hospital of Padua, Padua, Italy
| | - Francesca Rinaldi
- Multiple Sclerosis Center, University Hospital of Padua, Padua, Italy
| | - Marco Puthenparampil
- Department of Neuroscience, Multiple Sclerosis Center, University of Padua, Padua, Italy
| | - Paolo Gallo
- Department of Neuroscience, Multiple Sclerosis Center, University of Padua, Padua, Italy
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Beneficial effects of a nano formulation of pomegranate seed oil, GranaGard, on the cognitive function of multiple sclerosis patients. Mult Scler Relat Disord 2021; 54:103103. [PMID: 34243101 DOI: 10.1016/j.msard.2021.103103] [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: 03/10/2021] [Revised: 06/11/2021] [Accepted: 06/18/2021] [Indexed: 02/06/2023]
Abstract
BACKGROUND Though often neglected, cognitive impairment is a common feature of multiple sclerosis in 43-70% of patients. None of the novel MS treatment seems to substantially affect or restore cognitive disability in MS. GranaGard (Granalix Bio Technologies LTD) is a food supplement shown to prevent neuronal death in several animal models of neurological diseases. Capsules of GranaGard comprise a self-emulsion nano formulation of pomegranate seed oil (PSO). This oil contains 80-90% of Punicic Acid (PA), one of the strongest natural antioxidants. In animal experiments, administration of GranaGard results in conjugation with linoleic acid (CLA), the main metabolite of PA, which is a well-known neuroprotective agent. AIMS To investigate whether GranaGard administration has an effect on the cognitive state of MS patients. METHODS This is a single center, randomized double blind clinical trial that started in May 2018. The study included 30 MS patients; half of them (Group-A) were given GranaGard for the first three months and then placebo pills containing soybean oil for additional three months. Patients in Group-B received placebo for the first three months, and GranaGard for the following three months. GranaGard was administrated in addition to their immunomodulatory MS-treatments. Subsequently, all patients received GranaGard for additional six months. Patients were required to visit the neurologist at baseline (inclusion, visit 1) and at 3 months after treatment-initiation at each cycle of the trial (visits 2 and 3). During the follow up visits, clinical and cognitive examinations were performed, including Expanded Disability Status Scale (EDSS), Multiple Sclerosis Functional Composite (MSFC: 25 ft walking test, 9 PEG hole test & PASAT). Cognitive tests included The Brief International Cognitive Assessment for Multiple Sclerosis (BICAMS) battery: 1) Symbol Digit Modalities Test (SDMT); 2) California Verbal Learning Test - Second Edition (CVLT-II); 3) and Brief Visuospatial Memory Test - Revised (BVMT-R). Cognitive outcomes were normalized to the healthy population and expressed as z-scores, depended on age, gender and education. Short quality of life and fatigue questionnaires (SF-12, MFIS-5) were also provided by the participants. RESULTS No serious adverse effects, related to the product, were observed during the study period. All patients receiving GranaGard reported a ''positive'' effect in their ADL while using the product. While there were no significant differences in the clinical parameters of disability (EDSS scores) between the treatment groups, there was a trend of beneficial effect of GranaGard, on the verbal testing during the first 3-month period of treatment. The z score for CVLT-II, significantly increased (from 0.891 to 1.415, p = 0.012, Wilcoxon rank test) at 3-months in the group of patients who were treated with GranaGard, as compared to baseline. A similar (but not statistically significant) trend was seen also in the BVMTr testing during the same 3 months-period, whereas there was no change in the SDMT. The overall average z-score of all three cognitive functions was significantly improved in the three months of Granagard treatment (-0.0077 at 3 months vs 0.462 at baseline, p = 0.034, Wilcoxon rank test). During the same 3-months period there were no significant changes in the placebo-treated group. For the patients receiving GranaGard in the initial 3 months, the value of z score of CVLT-II remained high (z = 1.415) also at the following three months (while they received placebo), suggesting a longer lasting effect for at least 3 months after discontinuation of the drug. CONCLUSION This is the first study in which GranaGard, a brain targeted nano-formulation of PSO, was tested in humans. Our results in this small pilot, controlled trial provide indications that GranaGard administration to MS patients might improve/stabilize cognitive disability. Larger studies with longer duration, are needed to confirm these initial observations.
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Sumowski JF, Horng S, Brandstadter R, Krieger S, Leavitt VM, Katz Sand I, Fabian M, Klineova S, Graney R, Riley CS, Lublin FD, Miller AE, Varga AW. Sleep disturbance and memory dysfunction in early multiple sclerosis. Ann Clin Transl Neurol 2021; 8:1172-1182. [PMID: 33951348 PMCID: PMC8164863 DOI: 10.1002/acn3.51262] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Revised: 10/21/2020] [Accepted: 11/02/2020] [Indexed: 11/08/2022] Open
Abstract
OBJECTIVE Sleep-dependent memory processing occurs in animals including humans, and disturbed sleep negatively affects memory. Sleep disturbance and memory dysfunction are common in multiple sclerosis (MS), but little is known about the contributions of sleep disturbance to memory in MS. We investigated whether subjective sleep disturbance is linked to worse memory in early MS independently of potential confounders. METHODS Persons with early MS (n = 185; ≤5.0 years diagnosed) and demographically matched healthy controls (n = 50) completed four memory tests to derive a memory composite, and four speeded tests to derive a cognitive efficiency composite. Z-scores were calculated relative to healthy controls. Sleep disturbance was defined by the Insomnia Severity Index score ≥ 10. ANCOVAs examined differences in memory and cognitive efficiency between patients with and without sleep disturbance controlling for potential confounds (e.g., mood, fatigue, disability, T2 lesion volume, gray matter volume). Comparisons were made to healthy controls. RESULTS Seventy-four (40%) patients reported sleep disturbance. Controlling for all covariates, patients with sleep disturbance had worse memory (z = -0.617; 95% CI: -0.886, -0.348) than patients without disturbance (z = -0.171, -0.425, 0.082, P = .003). Cognitive efficiency did not differ between groups. Relative to healthy controls, memory was worse among patients with sleep disturbance, but not among patients without sleep disturbance. INTERPRETATION Sleep disturbance contributes to MS memory dysfunction, which may help explain differential risk for memory dysfunction in persons with MS, especially since sleep disturbance is common in MS. Potential mechanisms linking sleep disturbance and memory are discussed, as well as recommendations for further mechanistic and interventional research.
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Affiliation(s)
- James F. Sumowski
- Department of NeurologyIcahn School of Medicine at Mount SinaiNew YorkNew YorkUSA
| | - Sam Horng
- Department of NeurologyIcahn School of Medicine at Mount SinaiNew YorkNew YorkUSA
| | - Rachel Brandstadter
- Department of NeurologyUniversity of PennsylvaniaPhiladelphiaPennsylvaniaUSA
| | - Stephen Krieger
- Department of NeurologyIcahn School of Medicine at Mount SinaiNew YorkNew YorkUSA
| | - Victoria M. Leavitt
- Department of NeurologyColumbia University Medical CenterNew YorkNew YorkUSA
| | - Ilana Katz Sand
- Department of NeurologyIcahn School of Medicine at Mount SinaiNew YorkNew YorkUSA
| | - Michelle Fabian
- Department of NeurologyIcahn School of Medicine at Mount SinaiNew YorkNew YorkUSA
| | - Sylvia Klineova
- Department of NeurologyIcahn School of Medicine at Mount SinaiNew YorkNew YorkUSA
| | - Robin Graney
- Department of NeurologyIcahn School of Medicine at Mount SinaiNew YorkNew YorkUSA
| | - Claire S. Riley
- Department of NeurologyColumbia University Medical CenterNew YorkNew YorkUSA
| | - Fred D. Lublin
- Department of NeurologyIcahn School of Medicine at Mount SinaiNew YorkNew YorkUSA
| | - Aaron E. Miller
- Department of NeurologyIcahn School of Medicine at Mount SinaiNew YorkNew YorkUSA
| | - Andrew W. Varga
- Icahn School of Medicine at Mount SinaiDivision of PulmonaryCritical Care and Sleep MedicineNew YorkNew YorkUSA
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25
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Delgado-Álvarez A, Delgado-Alonso C, Matías-Guiu J, Matias-Guiu JA. Underpinnings of verbal fluency in Multiple Sclerosis. Mult Scler Relat Disord 2021; 53:103056. [PMID: 34139462 DOI: 10.1016/j.msard.2021.103056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Revised: 05/18/2021] [Accepted: 05/26/2021] [Indexed: 10/21/2022]
Abstract
The cognitive and language processes underlying verbal fluency remain unclear. While some cognitive processes related to memory and executive functioning have been more associated with category and letter verbal fluency, other less studied aspects of language ability could be also related. We discuss the contribution of the recent study by Lebkuecher and colleagues (2021) about the role of language in verbal fluency, and the data from other studies evaluating the cognitive and neuroimaging correlates of verbal fluency in MS.
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Affiliation(s)
- Alfonso Delgado-Álvarez
- Department of Neurology. Hospital Clinico San Carlos. Health Research Institute "San Carlos" (IdISCC). Universidad Complutense de Madrid. Madrid, Spain
| | - Cristina Delgado-Alonso
- Department of Neurology. Hospital Clinico San Carlos. Health Research Institute "San Carlos" (IdISCC). Universidad Complutense de Madrid. Madrid, Spain
| | - Jorge Matías-Guiu
- Department of Neurology. Hospital Clinico San Carlos. Health Research Institute "San Carlos" (IdISCC). Universidad Complutense de Madrid. Madrid, Spain
| | - Jordi A Matias-Guiu
- Department of Neurology. Hospital Clinico San Carlos. Health Research Institute "San Carlos" (IdISCC). Universidad Complutense de Madrid. Madrid, Spain.
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26
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Kever A, Buyukturkoglu K, Levin SN, Riley CS, De Jager P, Leavitt VM. Associations of social network structure with cognition and amygdala volume in multiple sclerosis: An exploratory investigation. Mult Scler 2021; 28:228-236. [PMID: 34037495 DOI: 10.1177/13524585211018349] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Humans are inherently social, biologically programmed to connect with others. Social connections are known to impact mental and physical health. OBJECTIVE The aim of this study was to test whether social network structure is linked to cognition, mood, fatigue, and regional brain volumes in persons with multiple sclerosis (MS). METHODS A questionnaire quantifying individual-level social network structure (size, density, effective size, and constraint), a comprehensive battery of neuropsychological tests, and magnetic resonance imaging (MRI) was administered to 51 persons with relapsing-remitting MS. Linear regressions assessed associations of network variables to cognition, depression, fatigue, and structural brain volumes. RESULTS Higher network density and constraint, indicating stronger connections among network members, were associated with worse language functions. Conversely, larger network effective size, a measure of non-redundant network members, was associated with better language functions. No relationships of network structure to depression or fatigue were found. Larger network size was related to larger amygdala volume. CONCLUSION Findings suggest that social network structure is linked to language function and amygdala volume in persons with MS. Patients with close-knit networks showed worse language function than those with open networks. Longitudinal studies with larger samples are warranted to evaluate potential causal links between social network structure and MS-related cognitive impairment.
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Affiliation(s)
- Anne Kever
- Translational Cognitive Neuroscience Laboratory, Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA
| | - Korhan Buyukturkoglu
- Translational Cognitive Neuroscience Laboratory, Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA
| | - Seth N Levin
- Multiple Sclerosis Center, Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA/Center for Translational & Computational Neuroimmunology, Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA
| | - Claire S Riley
- Multiple Sclerosis Center, Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA
| | - Philip De Jager
- Multiple Sclerosis Center, Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA/Center for Translational & Computational Neuroimmunology, Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA
| | - Victoria M Leavitt
- Translational Cognitive Neuroscience Laboratory, Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA/Multiple Sclerosis Center, Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA
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27
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Wojcik C, Fuchs TA, Tran H, Dwyer MG, Jakimovski D, Unverdi M, Weinstock-Guttman B, Zivadinov R, Eshaghi A, Benedict RH. Staging and stratifying cognitive dysfunction in multiple sclerosis. Mult Scler 2021; 28:463-471. [PMID: 33951975 DOI: 10.1177/13524585211011390] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND The sequence in which cognitive domains become impaired in multiple sclerosis (MS) is yet to be formally demonstrated. It is unclear whether processing speed dysfunction temporally precedes other cognitive impairments, such as memory and executive function. OBJECTIVE Determine the order in which different cognitive domains become impaired in MS and validate these findings using clinical and vocational outcomes. METHODS In a longitudinal sample of 1073 MS patients and 306 healthy controls, we measured performance on multiple, consensus-standard, neurocognitive tests. We used an event-based staging approach to model the sequence in which cognitive domains become impaired. Linear and logistic mixed-effects models were used to explore associations between stages of impairment, neurological disability, and employment status. RESULTS Our model suggested that the order of impairments was as follows: processing speed, visual learning, verbal learning, working memory/attention, and executive function. Stage of cognitive impairment predicted greater neurological disability, β = 0.16, SE = 0.02, p < 0.001, and probability of unemployment, β = 1.14, SE = 0.001, p < 0.001. CONCLUSION This is the first study to introduce a cognitive staging and stratification system for MS. Findings underscore the importance of using the Symbol Digit Modalities Test in routine screening for cognitive impairment and memory testing to assess patients later in disease evolution.
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Affiliation(s)
- Curtis Wojcik
- Jacobs Multiple Sclerosis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, The State University of New York, Buffalo, NY, USA
| | - Tom A Fuchs
- Jacobs Multiple Sclerosis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, The State University of New York, Buffalo, NY, USA/Buffalo Neuroimaging Analysis Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, The State University of New York, Buffalo, NY, USA
| | - Hoan Tran
- Buffalo Neuroimaging Analysis Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, The State University of New York, Buffalo, NY, USA
| | - Michael G Dwyer
- Buffalo Neuroimaging Analysis Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, The State University of New York, Buffalo, NY, USA
| | - Dejan Jakimovski
- Buffalo Neuroimaging Analysis Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, The State University of New York, Buffalo, NY, USA
| | - Mahmut Unverdi
- Jacobs Multiple Sclerosis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, The State University of New York, Buffalo, NY, USA
| | - Bianca Weinstock-Guttman
- Jacobs Multiple Sclerosis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, The State University of New York, Buffalo, NY, USA
| | - Robert Zivadinov
- Buffalo Neuroimaging Analysis Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, The State University of New York, Buffalo, NY, USA
| | - Arman Eshaghi
- Queen Square Multiple Sclerosis Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK/Centre for Medical Image Computing (CMIC), Department of Computer Science, University College London, UK
| | - Ralph Hb Benedict
- Jacobs Multiple Sclerosis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, The State University of New York, Buffalo, NY, USA
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Akbar N, Finlayson M. A mixed-methods study of cognitive performance in persons with multiple sclerosis: Association between neuropsychological test performance and interviews about daily cognitive functioning. Mult Scler Relat Disord 2021; 52:102911. [PMID: 34111681 DOI: 10.1016/j.msard.2021.102911] [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: 09/25/2020] [Revised: 02/19/2021] [Accepted: 03/13/2021] [Indexed: 11/19/2022]
Abstract
BACKGROUND Cognitive difficulties are commonly reported in persons with multiple sclerosis (MS), however, self-reports of cognition often do not correspond well to objective neuropsychological test performance. The use of qualitative interviews can allow for persons with MS to describe in more detail how their cognitive function is impacted in daily life while also taking into consideration personal and environmental influences. No study to our knowledge has examined the association between objective neuropsychological test performance and qualitative interview reports of daily cognitive function. Such information could help explain the reported lack of correspondence between these two methods of evaluating cognitive function in MS. OBJECTIVE To investigate the relationship between objective neuropsychological test performance and qualitative interview reported daily cognitive function in persons with MS . METHODS Convergent parallel mixed-methods design whereby 12 persons with MS (mean age= 47, 9 female, 7 relapsing-remitting MS) took part in a 2-hour neuropsychological assessment [including the Brief International Cognitive Assessment for MS (BICAMS)] followed by a semi-structured qualitative interview probing daily cognitive functioning. Interview data were analysed using thematic analysis. Interview codes and themes were compared with neuropsychological performance on respective cognitive domains and between those with and without cognitive impairment on the BICAMS. RESULTS Based on the qualitative interview data, the most commonly reported difficulties were related to memory, word finding, and processing speed but only 43%, 0%, and 33% of the individuals reporting these deficits actually demonstrated impairment on the respective/ corresponding neuropsychological measures. Eleven of the twelve participants reported the use of strategies to manage cognitive difficulties. The most frequently reported strategies used were related to fatigue management. Personal (age, fatigue) and environmental factors (pressure of daily responsibilities, availability of support) were reported as influencers of daily cognitive function. Three of the 12 participants were classified as cognitively impaired on the BICAMS but they did not differ from those who were non-impaired with respect to use of strategies, and influence of personal and environmental factors on daily cognitive functioning. CONCLUSIONS Interview-reported daily cognitive difficulties did not correspond well to objective neuropsychological performance. Greater emphasis should be placed on utilizing and developing objective neuropsychological measures that have greater sensitivity, particularly to word finding difficulties in MS, and to the incorporation of personal and environmental factors into the interpretation of neuropsychological test results. As almost all participants reported the use of cognitive strategies, we feel greater emphasis needs to be placed on patient education of evidence-based strategies, particularly focused on highly reported impacted word finding and processing speed abilities.
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Affiliation(s)
- Nadine Akbar
- School of Rehabilitation Therapy, Faculty of Health Sciences, Queen's University, Kingston, Ontario, Canada.
| | - Marcia Finlayson
- School of Rehabilitation Therapy, Faculty of Health Sciences, Queen's University, Kingston, Ontario, Canada.
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Lebkuecher AL, Chiaravalloti ND, Strober LB. The role of language ability in verbal fluency of individuals with multiple sclerosis. Mult Scler Relat Disord 2021; 50:102846. [PMID: 33626431 DOI: 10.1016/j.msard.2021.102846] [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: 04/29/2020] [Revised: 01/15/2021] [Accepted: 02/13/2021] [Indexed: 12/15/2022]
Abstract
BACKGROUND While cognitive deficits in memory and processing speed have been well-documented in individuals with multiple sclerosis (MS), language is largely considered to be intact. Verbal fluency deficits observed in MS are often attributed to impaired processing speed and executive functions rather than language ability. The current study evaluates the contribution of various cognitive factors to verbal fluency including language ability, oral-motor speed, processing speed, and executive functions. METHODS We analyzed pre-existing data from seventy-four (74) individuals with MS who completed a battery of neuropsychological tests designed to assess individual ability for various cognitive factors. We conducted linear multiple regression analyses with letter and category verbal fluency as outcome variables and performance on other cognitive domains (e.g., processing speed, executive functioning) as predictors. RESULTS Both vocabulary and processing speed predicted letter fluency while only vocabulary predicted category fluency. These findings suggest that the observed verbal fluency deficits in MS may reflect both impaired language ability and processing speed. CONCLUSION We propose that further research on language ability in MS is needed to determine if comprehensive neuropsychological test batteries for persons with MS should include tests of language ability to fully understand the cognitive profile of any given patient. Given the importance of language ability, it may be necessary to conduct a more thorough assessment of language in individuals with MS who experience a deficit in this domain.
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Affiliation(s)
- Amy L Lebkuecher
- Department of Psychology, The Pennsylvania State University, 140 Moore Building, University Park, PA 16802, United States.
| | - Nancy D Chiaravalloti
- Cognitive Functioning and Cognitive Rehabilitation Laboratory, Kessler Foundation, 120 Eagle Rock Avenue, East Hanover, NJ 07936, United States; Department of Physical Medicine & Rehabilitation, Rutgers New Jersey Medical School, Medical Science Building, 185 South Orange Avenue, Newark, NJ 07103, United States
| | - Lauren B Strober
- Department of Physical Medicine & Rehabilitation, Rutgers New Jersey Medical School, Medical Science Building, 185 South Orange Avenue, Newark, NJ 07103, United States; Center for Neuropsychology and Neuroscience Research, Kessler Foundation, 120 Eagle Rock Avenue, East Hanover, NJ 07936, United States
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30
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Delgado-Álvarez A, Matias-Guiu JA, Delgado-Alonso C, Hernández-Lorenzo L, Cortés-Martínez A, Vidorreta L, Montero-Escribano P, Pytel V, Matias-Guiu J. Cognitive Processes Underlying Verbal Fluency in Multiple Sclerosis. Front Neurol 2021; 11:629183. [PMID: 33551984 PMCID: PMC7859643 DOI: 10.3389/fneur.2020.629183] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Accepted: 12/29/2020] [Indexed: 11/30/2022] Open
Abstract
Background: Verbal fluency (VF) has been associated with several cognitive functions, but the cognitive processes underlying verbal fluency deficits in Multiple Sclerosis (MS) are controversial. Further knowledge about VF could be useful in clinical practice, because these tasks are brief, applicable, and reliable in MS patients. In this study, we aimed to evaluate the cognitive processes related to VF and to develop machine-learning algorithms to predict those patients with cognitive deficits using only VF-derived scores. Methods: Two hundred participants with MS were enrolled and examined using a comprehensive neuropsychological battery, including semantic and phonemic fluencies. Automatic linear modeling was used to identify the neuropsychological test predictors of VF scores. Furthermore, machine-learning algorithms (support vector machines, random forest) were developed to predict those patients with cognitive deficits using only VF-derived scores. Results: Neuropsychological tests associated with attention-executive functioning, memory, and language were the main predictors of the different fluency scores. However, the importance of memory was greater in semantic fluency and clustering scores, and executive functioning in phonemic fluency and switching. Machine learning algorithms predicted general cognitive impairment and executive dysfunction, with F1-scores over 67–71%. Conclusions: VF was influenced by many other cognitive processes, mainly including attention-executive functioning, episodic memory, and language. Semantic fluency and clustering were more explained by memory function, while phonemic fluency and switching were more related to executive functioning. Our study supports that the multiple cognitive components underlying VF tasks in MS could serve for screening purposes and the detection of executive dysfunction.
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Affiliation(s)
- Alfonso Delgado-Álvarez
- Department of Neurology, Instituto de Investigación Sanitaria San Carlos (IdISSC), Hospital Clínico San Carlos, Universidad Complutense, Madrid, Spain
| | - Jordi A Matias-Guiu
- Department of Neurology, Instituto de Investigación Sanitaria San Carlos (IdISSC), Hospital Clínico San Carlos, Universidad Complutense, Madrid, Spain
| | - Cristina Delgado-Alonso
- Department of Neurology, Instituto de Investigación Sanitaria San Carlos (IdISSC), Hospital Clínico San Carlos, Universidad Complutense, Madrid, Spain
| | - Laura Hernández-Lorenzo
- Department of Neurology, Instituto de Investigación Sanitaria San Carlos (IdISSC), Hospital Clínico San Carlos, Universidad Complutense, Madrid, Spain
| | - Ana Cortés-Martínez
- Department of Neurology, Instituto de Investigación Sanitaria San Carlos (IdISSC), Hospital Clínico San Carlos, Universidad Complutense, Madrid, Spain
| | - Lucía Vidorreta
- Department of Neurology, Instituto de Investigación Sanitaria San Carlos (IdISSC), Hospital Clínico San Carlos, Universidad Complutense, Madrid, Spain
| | - Paloma Montero-Escribano
- Department of Neurology, Instituto de Investigación Sanitaria San Carlos (IdISSC), Hospital Clínico San Carlos, Universidad Complutense, Madrid, Spain
| | - Vanesa Pytel
- Department of Neurology, Instituto de Investigación Sanitaria San Carlos (IdISSC), Hospital Clínico San Carlos, Universidad Complutense, Madrid, Spain
| | - Jorge Matias-Guiu
- Department of Neurology, Instituto de Investigación Sanitaria San Carlos (IdISSC), Hospital Clínico San Carlos, Universidad Complutense, Madrid, Spain
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31
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Affiliation(s)
- Victoria M Leavitt
- Translational Cognitive Neuroscience Laboratory, Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA
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32
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Kever A, Buyukturkoglu K, Riley CS, De Jager PL, Leavitt VM. Social support is linked to mental health, quality of life, and motor function in multiple sclerosis. J Neurol 2021; 268:1827-1836. [PMID: 33392637 DOI: 10.1007/s00415-020-10330-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Revised: 11/16/2020] [Accepted: 11/19/2020] [Indexed: 01/17/2023]
Abstract
OBJECTIVE To investigate associations of social support to psychological well-being, cognition, and motor functioning in patients with multiple sclerosis (MS). Secondarily, we were interested in exploring sex differences in these relationships, based on a bioevolutionary theoretical justification. METHODS Social support was assessed in 185 recently diagnosed patients (RADIEMS cohort), and in an independent validation sample (MEMCONNECT cohort, n = 62). Patients also completed a comprehensive neurobehavioral evaluation including measures of mental health, fatigue, quality of life, cognition, and motor function. Correlations tested links between social support and these variables, along with potential gender differences. RESULTS In both samples, higher social support was associated with better mental health, quality of life, subjective cognitive function, and less fatigue. In the RADIEMS cohort, higher social support was associated with better motor functions, particularly grip strength and gait endurance in women. CONCLUSIONS These findings highlight associations of social support to overall psychological health and motor functioning in persons with MS, underlining the potential opportunity of evaluating and promoting social engagement in novel treatment strategies.
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Affiliation(s)
- Anne Kever
- Translational Cognitive Neuroscience Laboratory, Department of Neurology, Columbia University Irving Medical Center, 630 W. 168th Street, New York, NY, 10032, USA
| | - Korhan Buyukturkoglu
- Translational Cognitive Neuroscience Laboratory, Department of Neurology, Columbia University Irving Medical Center, 630 W. 168th Street, New York, NY, 10032, USA
| | - Claire S Riley
- Multiple Sclerosis Center, Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA
| | - Philip L De Jager
- Multiple Sclerosis Center, Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA.,Center for Translational and Computational Neuroimmunology, Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA
| | - Victoria M Leavitt
- Translational Cognitive Neuroscience Laboratory, Department of Neurology, Columbia University Irving Medical Center, 630 W. 168th Street, New York, NY, 10032, USA. .,Multiple Sclerosis Center, Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA.
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Buyukturkoglu K, Zeng D, Bharadwaj S, Tozlu C, Mormina E, Igwe KC, Lee S, Habeck C, Brickman AM, Riley CS, De Jager PL, Sumowski JF, Leavitt VM. Classifying multiple sclerosis patients on the basis of SDMT performance using machine learning. Mult Scler 2020; 27:107-116. [DOI: 10.1177/1352458520958362] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Objective: To build a model to predict cognitive status reflecting structural, functional, and white matter integrity changes in early multiple sclerosis (MS). Methods: Based on Symbol Digit Modalities Test (SDMT) performance, 183 early MS patients were assigned “lower” or “higher” performance groups. Three-dimensional (3D)-T2, T1, diffusion weighted, and resting-state magnetic resonance imaging (MRI) data were acquired in 3T. Using Random Forest, five models were trained to classify patients into two groups based on 1—demographic/clinical, 2—lesion volume/location, 3—local/global tissue volume, 4—local/global diffusion tensor imaging, and 5—whole-brain resting-state-functional-connectivity measures. In a final model, all important features from previous models were concatenated. Area under the receiver operating characteristic curve (AUC) values were calculated to evaluate classifier performance. Results: The highest AUC value (0.90) was achieved by concatenating all important features from neuroimaging models. The top 10 contributing variables included volumes of bilateral nucleus accumbens and right thalamus, mean diffusivity of left cingulum-angular bundle, and functional connectivity among hubs of seven large-scale networks. Conclusion: These results provide an indication of a non-random brain pattern mostly compromising areas involved in attentional processes specific to patients who perform worse in SDMT. High accuracy of the final model supports this pattern as a potential neuroimaging biomarker of subtle cognitive changes in early MS.
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Affiliation(s)
- Korhan Buyukturkoglu
- Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA
| | - Dana Zeng
- Department of Biostatistics, Columbia University, New York, NY, USA
| | - Srinidhi Bharadwaj
- Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA
| | - Ceren Tozlu
- Department of Radiology, Weill Cornell Medicine, New York, NY, USA
| | - Enricomaria Mormina
- Department of Clinical and Experimental Medicine, Policlinico Universitario “G. Martino,” University of Messina, Messina, Italy/Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Messina, Italy
| | - Kay C Igwe
- Department of Neurology, Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, G.H. Sergievsky Center, College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Seonjoo Lee
- Department of Biostatistics, Columbia University, New York, NY, USA/Mental Health Data Science, Research Foundation for Mental Hygiene, Inc, New York State Psychiatric Institute, New York, NY, USA
| | - Christian Habeck
- Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA
| | - Adam M Brickman
- Department of Neurology, Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, G.H. Sergievsky Center, College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Claire S Riley
- Multiple Sclerosis Center, Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA
| | - Philip L De Jager
- Multiple Sclerosis Center, Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA/Center for Translational & Computational Neuroimmunology, Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA
| | - James F Sumowski
- Corinne Goldsmith Dickinson Center for Multiple Sclerosis, Mount Sinai Hospital, New York, NY, USA
| | - Victoria M Leavitt
- Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA
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Benedict RHB, Amato MP, DeLuca J, Geurts JJG. Cognitive impairment in multiple sclerosis: clinical management, MRI, and therapeutic avenues. Lancet Neurol 2020; 19:860-871. [PMID: 32949546 PMCID: PMC10011205 DOI: 10.1016/s1474-4422(20)30277-5] [Citation(s) in RCA: 400] [Impact Index Per Article: 80.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2020] [Revised: 07/14/2020] [Accepted: 07/21/2020] [Indexed: 12/15/2022]
Abstract
Multiple sclerosis is a chronic, demyelinating disease of the CNS. Cognitive impairment is a sometimes neglected, yet common, sign and symptom with a profound effect on instrumental activities of daily living. The prevalence of cognitive impairment in multiple sclerosis varies across the lifespan and might be difficult to distinguish from other causes in older age. MRI studies show that widespread changes to brain networks contribute to cognitive dysfunction, and grey matter atrophy is an early sign of potential future cognitive decline. Neuropsychological research suggests that cognitive processing speed and episodic memory are the most frequently affected cognitive domains. Narrowing evaluation to these core areas permits brief, routine assessment in the clinical setting. Owing to its brevity, reliability, and sensitivity, the Symbol Digit Modalities Test, or its computer-based analogues, can be used to monitor episodes of acute disease activity. The Symbol Digit Modalities Test can also be used in clinical trials, and data increasingly show that cognitive processing speed and memory are amenable to cognitive training interventions.
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Affiliation(s)
- Ralph H B Benedict
- Department of Neurology and Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA.
| | - Maria Pia Amato
- Department of Neurology, University of Florence, IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy
| | | | - Jeroen J G Geurts
- Department of Anatomy and Neurosciences, Section Clinical Neuroscience, Amsterdam UMC, Location VUmc, Vrije Universiteit, Amsterdam, Netherlands
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Fyndanis V, Messinis L, Nasios G, Dardiotis E, Martzoukou M, Pitopoulou M, Ntoskou A, Malefaki S. Impaired Verb-Related Morphosyntactic Production in Multiple Sclerosis: Evidence From Greek. Front Psychol 2020; 11:2051. [PMID: 32973621 PMCID: PMC7481395 DOI: 10.3389/fpsyg.2020.02051] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2020] [Accepted: 07/24/2020] [Indexed: 01/28/2023] Open
Abstract
Background A recent systematic review found that language deficits are not very common in individuals with multiple sclerosis (MS). However, there are significant gaps in our knowledge about language abilities in MS. For instance, morphosyntactic production has not been explored adequately thus far. This study investigated verb-related morphosyntactic production in MS focusing on Greek, a morphologically rich language. Methods A sentence completion task tapping into the production of subject-verb agreement, time reference/tense, and grammatical aspect was administered to 39 Greek-speaking individuals with MS [25 individuals with relapsing-remitting MS (RRMS group) and 14 individuals with secondary progressive MS (SPMS group)]. The task included only regular verbs. Generalized linear mixed-effects models were used to investigate the ability of individuals with MS to produce the above-mentioned morphosyntactic categories. Results Overall, the RRMS and SPMS groups performed significantly worse than their matched control groups. Moreover, all four groups performed significantly worse on grammatical aspect than on subject-verb agreement and time reference. The difference between subject-verb agreement and time reference was not significant in any of the four groups. The overall performances of the RRMS and SPMS groups did not differ significantly. Conclusion Individuals with MS are impaired in verb-related morphosyntactic production. Moreover, the pattern of performance of individuals with MS is identical to that exhibited by neurologically healthy individuals. Thus, the production performance of individuals with MS on verb inflection differs from that of healthy controls quantitatively but not qualitatively.
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Affiliation(s)
- Valantis Fyndanis
- Center for Multilingualism in Society Across the Lifespan (MultiLing), University of Oslo, Oslo, Norway.,Department of Rehabilitation Sciences, Cyprus University of Technology, Limassol, Cyprus
| | - Lambros Messinis
- Neuropsychology Section, Departments of Psychiatry and Neurology, University Hospital of Patras and University of Patras Medical School, Patras, Greece
| | - Grigorios Nasios
- Department of Speech and Language Therapy, School of Health Sciences, University of Ioannina, Ioannina, Greece
| | - Efthimios Dardiotis
- Department of Neurology, University Hospital of Larisa, University of Thessaly, Larisa, Greece
| | - Maria Martzoukou
- Department of Speech and Language Therapy, School of Health Sciences, University of Ioannina, Ioannina, Greece
| | - Maria Pitopoulou
- Department of Speech and Language Therapy, School of Health Sciences, University of Ioannina, Ioannina, Greece
| | - Aikaterini Ntoskou
- Rehabilitation Unit for Patients with Spinal Cord Injury, "Demetrios and Vera Sfikas", Department of Medicine, University of Patras, Patras, Greece
| | - Sonia Malefaki
- Department of Mechanical Engineering and Aeronautics, University of Patras, Patras, Greece
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Glukhovsky L, Brandstadter R, Leavitt VM, Krieger S, Buyukturkoglu K, Fabian M, Sand IK, Klineova S, Riley CS, Lublin FD, Miller AE, Sumowski JF. Hippocampal volume is more related to patient-reported memory than objective memory performance in early multiple sclerosis. Mult Scler 2020; 27:568-578. [PMID: 32567468 DOI: 10.1177/1352458520922830] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND When persons with multiple sclerosis (MS) report memory decline but objective memory performance is normal, there is a bias toward believing objective test results. OBJECTIVE Investigate whether subjective memory decline or objective memory performance is more related to hippocampal and hippocampal subfield volumes in early MS. METHODS Persons with early MS (n = 185; ⩽5.0 years diagnosed) completed a subjective memory questionnaire; an objective memory composite was derived from four memory tests. Total hippocampal and subfield volumes were derived from high-resolution 3.0 T magnetic resonance images (MRIs). Partial correlations assessed links between hippocampal volumes and both subjective and objective memory, controlling for age, sex, mood, and pre-morbid intelligence quotient (IQ). RESULTS Lower total hippocampal and CA1 volumes were related to worse subjective memory but not objective memory (controlling for multiple comparisons). Correlations between subjective memory and both CA1 and subiculum were significantly stronger than were correlations between objective memory and these subfields. Patients in the worst tertile of subjective memory complaints (but not objective memory) had lower hippocampal volumes than 35 demographically similar healthy controls. CONCLUSION Patient-report is inherently a longitudinal assessment of within-person memory change in everyday life, which may be more sensitive to subtle disease-related changes than cross-sectional objective tests. Findings align with the aging literature.
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Affiliation(s)
- Lisa Glukhovsky
- The Corinne Goldsmith Dickinson Center for Multiple Sclerosis, Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - Victoria M Leavitt
- Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA
| | - Stephen Krieger
- The Corinne Goldsmith Dickinson Center for Multiple Sclerosis, Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Korhan Buyukturkoglu
- Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA
| | - Michelle Fabian
- The Corinne Goldsmith Dickinson Center for Multiple Sclerosis, Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Ilana Katz Sand
- The Corinne Goldsmith Dickinson Center for Multiple Sclerosis, Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Sylvia Klineova
- The Corinne Goldsmith Dickinson Center for Multiple Sclerosis, Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Claire S Riley
- Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA
| | - Fred D Lublin
- The Corinne Goldsmith Dickinson Center for Multiple Sclerosis, Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Aaron E Miller
- The Corinne Goldsmith Dickinson Center for Multiple Sclerosis, Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - James F Sumowski
- The Corinne Goldsmith Dickinson Center for Multiple Sclerosis, Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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