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Kogel AK, Ladopoulos T, Schwake C, Kleiter I, Teegen B, Siems N, Prehn C, Lichtenberg S, Ringelstein M, Aktas O, Pul R, Krieger B, Lukas C, Penner IK, Gold R, Schneider R, Ayzenberg I. Cognitive Impairment, Associated Clinical Factors, and MR Volumetric Measures in Myelin Oligodendrocyte Glycoprotein-IgG-Associated Disease. NEUROLOGY(R) NEUROIMMUNOLOGY & NEUROINFLAMMATION 2024; 11:e200325. [PMID: 39393044 PMCID: PMC11492109 DOI: 10.1212/nxi.0000000000200325] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/16/2024] [Accepted: 08/28/2024] [Indexed: 10/13/2024]
Abstract
BACKGROUND AND OBJECTIVES Cognitive impairment is a common and challenging symptom in multiple sclerosis and neuromyelitis optica spectrum disease; however, data in myelin oligodendrocyte glycoprotein-IgG-associated disease (MOGAD) remain scarce. In this cross-sectional study, we investigated the frequency of cognitive impairment, associated clinical factors, and MRI volumetric measures in MOGAD. METHODS Participants were investigated in a single center by certified psychologists and underwent a standardized 3-T-MRI protocol. MRI data were processed with FreeSurfer for gray and white matter volume estimation, presented as a fraction of total intracranial volume. Sera screening for antineural antibodies has been conducted using cell-based assays. The following clinical factors were included in the multivariate logistic regression analysis: sex, age, overall number of previous relapses, and specifically the history of acute disseminated encephalomyelitis (ADEM)/ADEM-like episodes and other brain relapses. RESULTS Thirty-two patients with MOGAD (19 female, median age 29.4 years) after a median of 2 relapses with a median EDSS of 1.0 were recruited. Seven patients (21.9%) demonstrated cognitive impairment with the most prevalent deficits in mental flexibility (16.7%), attention (11.1%-14.8%), and verbal working memory (10.3%). 72.4% suffered from fatigue and 42.9% from signs of depression, moderate to severe in 28.6%. The overall number of previous relapses (odds ratio [OR] 1.789, 95% CI 1.041-3.074) and specifically ADEM/ADEM-like episodes (OR 16.929, 95% CI 1.228-233.427) were the only clinical factors associated with cognitive impairment in a multivariate logistic regression model. Screening for antineuronal antibodies remained negative. Cerebral white matter (WM) (0.300 vs 0.317, p = 0.003) and deep gray matter (DGM) (0.036 vs 0.038, p = 0.002) volumes were reduced in patients with MOGAD compared with healthy controls (n = 32). Both cognitive impairment (0.031 vs 0.036, p = 0.003) and history of ADEM/ADEM-like episodes (0.032 vs 0.036, p = 0.006) were associated with reduced DGM volume compared with unaffected patients with MOGAD. DISCUSSION Despite a low overall disability, every 5th patient with MOGAD experiences cognitive impairment. Cognitive impairment is associated with a higher number of relapses and particularly ADEM/ADEM-like attacks. Although both WM and DGM atrophies are apparent in MOGAD, the latter only seems to have an association with cognitive impairment.
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Affiliation(s)
- Ann-Kathrin Kogel
- From the Department of Neurology (A.-K.K., T.L., C.S., N.S., C.P., S.L., R.G., R.S., I.A.); Institute of Neuroradiology (T.L., B.K., C.L., R.S.), St Josef Hospital, Ruhr University Bochum; Marianne-Strauß-Klinik (I.K.), Behandlungszentrum Kempfenhausen für Multiple Sklerose Kranke, Berg; Euroimmun Reference Laboratory (B.T.), Lübeck; Department of Neurology (M.R., O.A.), Medical Faculty; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf; Center for Translational Neuro- and Behavioral Sciences (R.P.), University Medicine Essen, University of Duisburg-Essen, Germany; Department of Neurology (I.-K.P.), Inselspital, Bern University Hospital, University of Bern, Switzerland; and COGITO Center for Applied Neurocognition and Neuropsychological Research (I.-K.P.), Düsseldorf, Germany
| | - Theodoros Ladopoulos
- From the Department of Neurology (A.-K.K., T.L., C.S., N.S., C.P., S.L., R.G., R.S., I.A.); Institute of Neuroradiology (T.L., B.K., C.L., R.S.), St Josef Hospital, Ruhr University Bochum; Marianne-Strauß-Klinik (I.K.), Behandlungszentrum Kempfenhausen für Multiple Sklerose Kranke, Berg; Euroimmun Reference Laboratory (B.T.), Lübeck; Department of Neurology (M.R., O.A.), Medical Faculty; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf; Center for Translational Neuro- and Behavioral Sciences (R.P.), University Medicine Essen, University of Duisburg-Essen, Germany; Department of Neurology (I.-K.P.), Inselspital, Bern University Hospital, University of Bern, Switzerland; and COGITO Center for Applied Neurocognition and Neuropsychological Research (I.-K.P.), Düsseldorf, Germany
| | - Carolin Schwake
- From the Department of Neurology (A.-K.K., T.L., C.S., N.S., C.P., S.L., R.G., R.S., I.A.); Institute of Neuroradiology (T.L., B.K., C.L., R.S.), St Josef Hospital, Ruhr University Bochum; Marianne-Strauß-Klinik (I.K.), Behandlungszentrum Kempfenhausen für Multiple Sklerose Kranke, Berg; Euroimmun Reference Laboratory (B.T.), Lübeck; Department of Neurology (M.R., O.A.), Medical Faculty; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf; Center for Translational Neuro- and Behavioral Sciences (R.P.), University Medicine Essen, University of Duisburg-Essen, Germany; Department of Neurology (I.-K.P.), Inselspital, Bern University Hospital, University of Bern, Switzerland; and COGITO Center for Applied Neurocognition and Neuropsychological Research (I.-K.P.), Düsseldorf, Germany
| | - Ingo Kleiter
- From the Department of Neurology (A.-K.K., T.L., C.S., N.S., C.P., S.L., R.G., R.S., I.A.); Institute of Neuroradiology (T.L., B.K., C.L., R.S.), St Josef Hospital, Ruhr University Bochum; Marianne-Strauß-Klinik (I.K.), Behandlungszentrum Kempfenhausen für Multiple Sklerose Kranke, Berg; Euroimmun Reference Laboratory (B.T.), Lübeck; Department of Neurology (M.R., O.A.), Medical Faculty; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf; Center for Translational Neuro- and Behavioral Sciences (R.P.), University Medicine Essen, University of Duisburg-Essen, Germany; Department of Neurology (I.-K.P.), Inselspital, Bern University Hospital, University of Bern, Switzerland; and COGITO Center for Applied Neurocognition and Neuropsychological Research (I.-K.P.), Düsseldorf, Germany
| | - Bianca Teegen
- From the Department of Neurology (A.-K.K., T.L., C.S., N.S., C.P., S.L., R.G., R.S., I.A.); Institute of Neuroradiology (T.L., B.K., C.L., R.S.), St Josef Hospital, Ruhr University Bochum; Marianne-Strauß-Klinik (I.K.), Behandlungszentrum Kempfenhausen für Multiple Sklerose Kranke, Berg; Euroimmun Reference Laboratory (B.T.), Lübeck; Department of Neurology (M.R., O.A.), Medical Faculty; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf; Center for Translational Neuro- and Behavioral Sciences (R.P.), University Medicine Essen, University of Duisburg-Essen, Germany; Department of Neurology (I.-K.P.), Inselspital, Bern University Hospital, University of Bern, Switzerland; and COGITO Center for Applied Neurocognition and Neuropsychological Research (I.-K.P.), Düsseldorf, Germany
| | - Nadine Siems
- From the Department of Neurology (A.-K.K., T.L., C.S., N.S., C.P., S.L., R.G., R.S., I.A.); Institute of Neuroradiology (T.L., B.K., C.L., R.S.), St Josef Hospital, Ruhr University Bochum; Marianne-Strauß-Klinik (I.K.), Behandlungszentrum Kempfenhausen für Multiple Sklerose Kranke, Berg; Euroimmun Reference Laboratory (B.T.), Lübeck; Department of Neurology (M.R., O.A.), Medical Faculty; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf; Center for Translational Neuro- and Behavioral Sciences (R.P.), University Medicine Essen, University of Duisburg-Essen, Germany; Department of Neurology (I.-K.P.), Inselspital, Bern University Hospital, University of Bern, Switzerland; and COGITO Center for Applied Neurocognition and Neuropsychological Research (I.-K.P.), Düsseldorf, Germany
| | - Christian Prehn
- From the Department of Neurology (A.-K.K., T.L., C.S., N.S., C.P., S.L., R.G., R.S., I.A.); Institute of Neuroradiology (T.L., B.K., C.L., R.S.), St Josef Hospital, Ruhr University Bochum; Marianne-Strauß-Klinik (I.K.), Behandlungszentrum Kempfenhausen für Multiple Sklerose Kranke, Berg; Euroimmun Reference Laboratory (B.T.), Lübeck; Department of Neurology (M.R., O.A.), Medical Faculty; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf; Center for Translational Neuro- and Behavioral Sciences (R.P.), University Medicine Essen, University of Duisburg-Essen, Germany; Department of Neurology (I.-K.P.), Inselspital, Bern University Hospital, University of Bern, Switzerland; and COGITO Center for Applied Neurocognition and Neuropsychological Research (I.-K.P.), Düsseldorf, Germany
| | - Solveig Lichtenberg
- From the Department of Neurology (A.-K.K., T.L., C.S., N.S., C.P., S.L., R.G., R.S., I.A.); Institute of Neuroradiology (T.L., B.K., C.L., R.S.), St Josef Hospital, Ruhr University Bochum; Marianne-Strauß-Klinik (I.K.), Behandlungszentrum Kempfenhausen für Multiple Sklerose Kranke, Berg; Euroimmun Reference Laboratory (B.T.), Lübeck; Department of Neurology (M.R., O.A.), Medical Faculty; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf; Center for Translational Neuro- and Behavioral Sciences (R.P.), University Medicine Essen, University of Duisburg-Essen, Germany; Department of Neurology (I.-K.P.), Inselspital, Bern University Hospital, University of Bern, Switzerland; and COGITO Center for Applied Neurocognition and Neuropsychological Research (I.-K.P.), Düsseldorf, Germany
| | - Marius Ringelstein
- From the Department of Neurology (A.-K.K., T.L., C.S., N.S., C.P., S.L., R.G., R.S., I.A.); Institute of Neuroradiology (T.L., B.K., C.L., R.S.), St Josef Hospital, Ruhr University Bochum; Marianne-Strauß-Klinik (I.K.), Behandlungszentrum Kempfenhausen für Multiple Sklerose Kranke, Berg; Euroimmun Reference Laboratory (B.T.), Lübeck; Department of Neurology (M.R., O.A.), Medical Faculty; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf; Center for Translational Neuro- and Behavioral Sciences (R.P.), University Medicine Essen, University of Duisburg-Essen, Germany; Department of Neurology (I.-K.P.), Inselspital, Bern University Hospital, University of Bern, Switzerland; and COGITO Center for Applied Neurocognition and Neuropsychological Research (I.-K.P.), Düsseldorf, Germany
| | - Orhan Aktas
- From the Department of Neurology (A.-K.K., T.L., C.S., N.S., C.P., S.L., R.G., R.S., I.A.); Institute of Neuroradiology (T.L., B.K., C.L., R.S.), St Josef Hospital, Ruhr University Bochum; Marianne-Strauß-Klinik (I.K.), Behandlungszentrum Kempfenhausen für Multiple Sklerose Kranke, Berg; Euroimmun Reference Laboratory (B.T.), Lübeck; Department of Neurology (M.R., O.A.), Medical Faculty; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf; Center for Translational Neuro- and Behavioral Sciences (R.P.), University Medicine Essen, University of Duisburg-Essen, Germany; Department of Neurology (I.-K.P.), Inselspital, Bern University Hospital, University of Bern, Switzerland; and COGITO Center for Applied Neurocognition and Neuropsychological Research (I.-K.P.), Düsseldorf, Germany
| | - Refik Pul
- From the Department of Neurology (A.-K.K., T.L., C.S., N.S., C.P., S.L., R.G., R.S., I.A.); Institute of Neuroradiology (T.L., B.K., C.L., R.S.), St Josef Hospital, Ruhr University Bochum; Marianne-Strauß-Klinik (I.K.), Behandlungszentrum Kempfenhausen für Multiple Sklerose Kranke, Berg; Euroimmun Reference Laboratory (B.T.), Lübeck; Department of Neurology (M.R., O.A.), Medical Faculty; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf; Center for Translational Neuro- and Behavioral Sciences (R.P.), University Medicine Essen, University of Duisburg-Essen, Germany; Department of Neurology (I.-K.P.), Inselspital, Bern University Hospital, University of Bern, Switzerland; and COGITO Center for Applied Neurocognition and Neuropsychological Research (I.-K.P.), Düsseldorf, Germany
| | - Britta Krieger
- From the Department of Neurology (A.-K.K., T.L., C.S., N.S., C.P., S.L., R.G., R.S., I.A.); Institute of Neuroradiology (T.L., B.K., C.L., R.S.), St Josef Hospital, Ruhr University Bochum; Marianne-Strauß-Klinik (I.K.), Behandlungszentrum Kempfenhausen für Multiple Sklerose Kranke, Berg; Euroimmun Reference Laboratory (B.T.), Lübeck; Department of Neurology (M.R., O.A.), Medical Faculty; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf; Center for Translational Neuro- and Behavioral Sciences (R.P.), University Medicine Essen, University of Duisburg-Essen, Germany; Department of Neurology (I.-K.P.), Inselspital, Bern University Hospital, University of Bern, Switzerland; and COGITO Center for Applied Neurocognition and Neuropsychological Research (I.-K.P.), Düsseldorf, Germany
| | - Carsten Lukas
- From the Department of Neurology (A.-K.K., T.L., C.S., N.S., C.P., S.L., R.G., R.S., I.A.); Institute of Neuroradiology (T.L., B.K., C.L., R.S.), St Josef Hospital, Ruhr University Bochum; Marianne-Strauß-Klinik (I.K.), Behandlungszentrum Kempfenhausen für Multiple Sklerose Kranke, Berg; Euroimmun Reference Laboratory (B.T.), Lübeck; Department of Neurology (M.R., O.A.), Medical Faculty; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf; Center for Translational Neuro- and Behavioral Sciences (R.P.), University Medicine Essen, University of Duisburg-Essen, Germany; Department of Neurology (I.-K.P.), Inselspital, Bern University Hospital, University of Bern, Switzerland; and COGITO Center for Applied Neurocognition and Neuropsychological Research (I.-K.P.), Düsseldorf, Germany
| | - Iris-Katharina Penner
- From the Department of Neurology (A.-K.K., T.L., C.S., N.S., C.P., S.L., R.G., R.S., I.A.); Institute of Neuroradiology (T.L., B.K., C.L., R.S.), St Josef Hospital, Ruhr University Bochum; Marianne-Strauß-Klinik (I.K.), Behandlungszentrum Kempfenhausen für Multiple Sklerose Kranke, Berg; Euroimmun Reference Laboratory (B.T.), Lübeck; Department of Neurology (M.R., O.A.), Medical Faculty; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf; Center for Translational Neuro- and Behavioral Sciences (R.P.), University Medicine Essen, University of Duisburg-Essen, Germany; Department of Neurology (I.-K.P.), Inselspital, Bern University Hospital, University of Bern, Switzerland; and COGITO Center for Applied Neurocognition and Neuropsychological Research (I.-K.P.), Düsseldorf, Germany
| | - Ralf Gold
- From the Department of Neurology (A.-K.K., T.L., C.S., N.S., C.P., S.L., R.G., R.S., I.A.); Institute of Neuroradiology (T.L., B.K., C.L., R.S.), St Josef Hospital, Ruhr University Bochum; Marianne-Strauß-Klinik (I.K.), Behandlungszentrum Kempfenhausen für Multiple Sklerose Kranke, Berg; Euroimmun Reference Laboratory (B.T.), Lübeck; Department of Neurology (M.R., O.A.), Medical Faculty; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf; Center for Translational Neuro- and Behavioral Sciences (R.P.), University Medicine Essen, University of Duisburg-Essen, Germany; Department of Neurology (I.-K.P.), Inselspital, Bern University Hospital, University of Bern, Switzerland; and COGITO Center for Applied Neurocognition and Neuropsychological Research (I.-K.P.), Düsseldorf, Germany
| | - Ruth Schneider
- From the Department of Neurology (A.-K.K., T.L., C.S., N.S., C.P., S.L., R.G., R.S., I.A.); Institute of Neuroradiology (T.L., B.K., C.L., R.S.), St Josef Hospital, Ruhr University Bochum; Marianne-Strauß-Klinik (I.K.), Behandlungszentrum Kempfenhausen für Multiple Sklerose Kranke, Berg; Euroimmun Reference Laboratory (B.T.), Lübeck; Department of Neurology (M.R., O.A.), Medical Faculty; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf; Center for Translational Neuro- and Behavioral Sciences (R.P.), University Medicine Essen, University of Duisburg-Essen, Germany; Department of Neurology (I.-K.P.), Inselspital, Bern University Hospital, University of Bern, Switzerland; and COGITO Center for Applied Neurocognition and Neuropsychological Research (I.-K.P.), Düsseldorf, Germany
| | - Ilya Ayzenberg
- From the Department of Neurology (A.-K.K., T.L., C.S., N.S., C.P., S.L., R.G., R.S., I.A.); Institute of Neuroradiology (T.L., B.K., C.L., R.S.), St Josef Hospital, Ruhr University Bochum; Marianne-Strauß-Klinik (I.K.), Behandlungszentrum Kempfenhausen für Multiple Sklerose Kranke, Berg; Euroimmun Reference Laboratory (B.T.), Lübeck; Department of Neurology (M.R., O.A.), Medical Faculty; Department of Neurology (M.R.), Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf; Center for Translational Neuro- and Behavioral Sciences (R.P.), University Medicine Essen, University of Duisburg-Essen, Germany; Department of Neurology (I.-K.P.), Inselspital, Bern University Hospital, University of Bern, Switzerland; and COGITO Center for Applied Neurocognition and Neuropsychological Research (I.-K.P.), Düsseldorf, Germany
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Rocca MA, Romanò F, Tedone N, Filippi M. Advanced neuroimaging techniques to explore the effects of motor and cognitive rehabilitation in multiple sclerosis. J Neurol 2024; 271:3806-3848. [PMID: 38691168 DOI: 10.1007/s00415-024-12395-0] [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: 01/31/2024] [Revised: 04/17/2024] [Accepted: 04/17/2024] [Indexed: 05/03/2024]
Abstract
INTRODUCTION Progress in magnetic resonance imaging (MRI) technology and analyses is improving our comprehension of multiple sclerosis (MS) pathophysiology. These advancements, which enable the evaluation of atrophy, microstructural tissue abnormalities, and functional plasticity, are broadening our insights into the effectiveness and working mechanisms of motor and cognitive rehabilitative treatments. AREAS COVERED This narrative review with selected studies discusses findings derived from the application of advanced MRI techniques to evaluate structural and functional neuroplasticity modifications underlying the effects of motor and cognitive rehabilitative treatments in people with MS (PwMS). Current applications as outcome measure in longitudinal trials and observational studies, their interpretation and possible pitfalls and limitations in their use are covered. Finally, we examine how the use of these techniques could evolve in the future to improve monitoring of motor and cognitive rehabilitative treatments. EXPERT COMMENTARY Despite substantial variability in study design and participant characteristics in rehabilitative studies for PwMS, improvements in motor and cognitive functions accompanied by structural and functional brain modifications induced by rehabilitation can be observed. However, significant enhancements to refine rehabilitation strategies are needed. Future studies in this field should strive to implement standardized methodologies regarding MRI acquisition and processing, possibly integrating multimodal measures. This will help identifying relevant markers of treatment response in PwMS, thus improving the use of rehabilitative interventions at individual level. The combination of motor and cognitive strategies, longer periods of treatment, as well as adequate follow-up assessments will contribute to enhance the quality of evidence in support of their routine use.
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Affiliation(s)
- Maria A Rocca
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy.
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy.
- Vita-Salute San Raffaele University, Milan, Italy.
| | - Francesco Romanò
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Nicolò Tedone
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Massimo Filippi
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Neurorehabilitation Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Neurophysiology Service, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
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Portaccio E, Grossi P, Bellomi F, Bianchi V, Cilia S, Falautano M, Goretti B, Niccolai C, Pietrolongo E, Viterbo RG, Amato MP. Meaningful cognitive change for the Minimal Assessment of Cognitive Function in Multiple Sclerosis. Mult Scler 2024; 30:868-876. [PMID: 38717089 DOI: 10.1177/13524585241249084] [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: 05/29/2024]
Abstract
BACKGROUND There is limited information on interpretation of cognitive changes over time in multiple sclerosis (MS). OBJECTIVE This study aimed to provide normative data for the assessment of statistically meaningful change in all tests of the Minimal Assessment of Cognitive Function in MS (MACFIMS). METHODS We applied the reliable change methodology to a healthy Italian cohort, assessed with two alternate versions of the MACFIMS 1 year apart. We calculated confidence intervals of retest score variance using the reliable change index (RCI). Moreover, multivariable linear regression models adjusted for age, sex, education, and baseline score were built to calculate the regression-based change index (RB-CI). RESULTS Overall, 200 healthy individuals were enrolled. Thresholds for interpreting change in each test were calculated. In the multivariable models, baseline score was associated with retest score in all tests (B from 0.439 to 0.760; p < 0.001). RB-CI can be calculated with data of the multivariable models. CONCLUSION We provide normative data for reliable cognitive change evaluation for all the tests of the MACFIMS, which includes the Symbol Digit Modalities Test and Brief International Cognitive Assessment in MS, two widely used tools for screening and monitoring cognition in MS. Our findings can significantly improve the interpretation of cognitive changes in MS.
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Affiliation(s)
- Emilio Portaccio
- Department of Neurofarba, University of Florence, Florence, Italy
| | | | - Fabio Bellomi
- SSD Psicologia Clinica-ASST Spedali Civili di Brescia, Brescia, Italy
| | | | | | | | | | | | - Erika Pietrolongo
- Department of Neuroscience, Imaging and Clinical Sciences, University of G. D'Annunzio, Chieti, Italy
- Department of Mental Health, ASL 4 Teramo, Teramo, Italy
| | - Rosa Gemma Viterbo
- MS Centre, Department of Basic Medical Sciences, Neurosciences and Sense Organs, University of Bari Aldo Moro, Bari, Italy
| | - Maria Pia Amato
- Department of Neurofarba, University of Florence, Florence, Italy
- IRCCS Don Carlo Gnocchi Foundation, Florence, Italy
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Gil-Sánchez A, Gonzalo H, Canudes M, Nogueras L, González-Mingot C, Valcheva P, Torres P, Serrano JC, Peralta S, Solana MJ, Brieva L. Can Glatiramer Acetate Prevent Cognitive Impairment by Modulating Oxidative Stress in Patients with Multiple Sclerosis? Pharmaceuticals (Basel) 2024; 17:459. [PMID: 38675419 PMCID: PMC11053874 DOI: 10.3390/ph17040459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Revised: 03/26/2024] [Accepted: 03/28/2024] [Indexed: 04/28/2024] Open
Abstract
Multiple sclerosis (MS) is an autoimmune disease characterized by demyelination and neuroinflammation, often accompanied by cognitive impairment. This study aims (1) to investigate the potential of glatiramer acetate (GA) as a therapy for preventing cognitive decline in patients with MS (pwMS) by modulating oxidative stress (OS) and (2) to seek out the differences in cognition between pwMS in a cohort exhibiting good clinical evolution and control subjects (CS). An exploratory, prospective, multicentre, cross-sectional case-control study was conducted, involving three groups at a 1:1:1 ratio-41 GA-treated pwMS, 42 untreated pwMS, and 42 CS. The participants performed a neuropsychological battery and underwent venepuncture for blood sampling. The inclusion criteria required an Expanded Disability Status Scale score of ≤3.0 and a minimum of 5 years of MS disease. Concerning cognition, the CS had a better performance than the pwMS (p = <0.0001), and between those treated and untreated with GA, no statistically significant differences were found. Regarding oxidation, no statistically significant differences were detected. Upon categorizing the pwMS into cognitively impaired and cognitively preserved groups, the lactate was elevated in the pwMS with cognitive preservation (p = 0.038). The pwMS exhibited a worse cognitive performance than the CS. The pwMS treated with GA did not show an improvement in oxidation. Lactate emerged as a potential biomarker for cognitive preservation.
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Affiliation(s)
- Anna Gil-Sánchez
- Institut de Recerca Biomèdica de Lleida (IRBLleida), 25198 Lleida, Spain; (H.G.); (M.C.); (L.N.); (C.G.-M.); (P.V.); (S.P.); (M.J.S.)
| | - Hugo Gonzalo
- Institut de Recerca Biomèdica de Lleida (IRBLleida), 25198 Lleida, Spain; (H.G.); (M.C.); (L.N.); (C.G.-M.); (P.V.); (S.P.); (M.J.S.)
| | - Marc Canudes
- Institut de Recerca Biomèdica de Lleida (IRBLleida), 25198 Lleida, Spain; (H.G.); (M.C.); (L.N.); (C.G.-M.); (P.V.); (S.P.); (M.J.S.)
| | - Lara Nogueras
- Institut de Recerca Biomèdica de Lleida (IRBLleida), 25198 Lleida, Spain; (H.G.); (M.C.); (L.N.); (C.G.-M.); (P.V.); (S.P.); (M.J.S.)
| | - Cristina González-Mingot
- Institut de Recerca Biomèdica de Lleida (IRBLleida), 25198 Lleida, Spain; (H.G.); (M.C.); (L.N.); (C.G.-M.); (P.V.); (S.P.); (M.J.S.)
- Hospital Universitario Arnau de Vilanova de Lleida (HUAVLleida), 25198 Lleida, Spain
- Neuroimmunology Group, Department of Medicine, University of Lleida, 25198 Lleida, Spain;
| | - Petya Valcheva
- Institut de Recerca Biomèdica de Lleida (IRBLleida), 25198 Lleida, Spain; (H.G.); (M.C.); (L.N.); (C.G.-M.); (P.V.); (S.P.); (M.J.S.)
| | - Pascual Torres
- Neuroimmunology Group, Department of Medicine, University of Lleida, 25198 Lleida, Spain;
| | - Jose Carlos Serrano
- NUTREN-Nutrigenomics, Department of Experimental Medicine, University of Lleida, 25198 Lleida, Spain;
| | - Silvia Peralta
- Institut de Recerca Biomèdica de Lleida (IRBLleida), 25198 Lleida, Spain; (H.G.); (M.C.); (L.N.); (C.G.-M.); (P.V.); (S.P.); (M.J.S.)
- Hospital Universitario Arnau de Vilanova de Lleida (HUAVLleida), 25198 Lleida, Spain
| | - Maria José Solana
- Institut de Recerca Biomèdica de Lleida (IRBLleida), 25198 Lleida, Spain; (H.G.); (M.C.); (L.N.); (C.G.-M.); (P.V.); (S.P.); (M.J.S.)
- Hospital Universitario Arnau de Vilanova de Lleida (HUAVLleida), 25198 Lleida, Spain
| | - Luis Brieva
- Institut de Recerca Biomèdica de Lleida (IRBLleida), 25198 Lleida, Spain; (H.G.); (M.C.); (L.N.); (C.G.-M.); (P.V.); (S.P.); (M.J.S.)
- Hospital Universitario Arnau de Vilanova de Lleida (HUAVLleida), 25198 Lleida, Spain
- Neuroimmunology Group, Department of Medicine, University of Lleida, 25198 Lleida, Spain;
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5
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Tedone N, Vizzino C, Meani A, Gallo A, Altieri M, D'Ambrosio A, Pantano P, Piervincenzi C, Tommasin S, De Stefano N, Cortese R, Stromillo ML, Rocca MA, Filippi M. The brief repeatable battery of neuropsychological tests (BRB-N) version a: update of Italian normative data from the Italian Neuroimaging Network Initiative (INNI). J Neurol 2024; 271:1813-1823. [PMID: 38060030 DOI: 10.1007/s00415-023-12108-z] [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: 07/10/2023] [Revised: 10/12/2023] [Accepted: 11/09/2023] [Indexed: 12/08/2023]
Abstract
BACKGROUND Cognitive impairment is a common clinical manifestation in people with multiple sclerosis (PwMS) and significantly impacts patients' quality life. Cognitive assessment is crucial for treatment decisions and understanding disease progression. Several neuropsychological batteries are used in MS, including the Brief Repeatable Battery of Neuropsychological Tests (BRB-N), Minimal Assessment of Cognitive Function in MS (MACFIMS), and Brief International Cognitive Assessment for MS (BICAMS). However, normative data for BRB-N version A in Italy are outdated. OBJECTIVES To revise and update normative data for the BRB-N version A in the Italian population. METHODS From the Italian Neuroimaging Network Initiative (INNI) database, we retrospectively selected 342 healthy subjects (172 males and 170 females) evaluated at four Italian INNI-affiliated sites (Milan, Siena, Rome, Naples). The subjects underwent neuropsychological assessment using the BRB-N version A. Regression-based method relying on scaled scores was used to calculate demographic correction procedures. RESULTS No significant differences were found in age, education, and sex distribution among the four sites (p ≥ 0.055). Regression analysis provided normative data to calculate demographically adjusted z-scores for each BRB-N version A test. DISCUSSION This study provides updated normative data for the BRB-N version A in the Italian population. The use of a regression-based method and scaled scores ensures consistency with other neuropsychological batteries commonly used in Italy, namely MACFIMS and BICAMS. The availability of updated normative data increases reliability of neuropsychological assessment of cognitive function in Italian PwMS and other clinical populations using BRB-N version A, providing valuable insights for both clinical and research applications.
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Affiliation(s)
- Nicolò Tedone
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132, Milan, Italy
| | - Carmen Vizzino
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132, Milan, Italy
| | - Alessandro Meani
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132, Milan, Italy
| | - Antonio Gallo
- Department of Advanced Medical and Surgical Sciences, and 3T MRI-Center, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Manuela Altieri
- Department of Advanced Medical and Surgical Sciences, and 3T MRI-Center, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Alessandro D'Ambrosio
- Department of Advanced Medical and Surgical Sciences, and 3T MRI-Center, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Patrizia Pantano
- Department of Human Neurosciences, Sapienza University of Rome, Rome, Italy
- IRCCS NEUROMED, Pozzilli, Italy
| | - Claudia Piervincenzi
- Department of Human Neurosciences, Sapienza University of Rome, Rome, Italy
- IRCCS NEUROMED, Pozzilli, Italy
| | - Silvia Tommasin
- Department of Human Neurosciences, Sapienza University of Rome, Rome, Italy
- IRCCS NEUROMED, Pozzilli, Italy
| | - Nicola De Stefano
- Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy
| | - Rosa Cortese
- Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy
| | - Maria L Stromillo
- Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy
| | - Maria A Rocca
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132, Milan, Italy
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
| | - Massimo Filippi
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132, Milan, Italy.
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy.
- Neurorehabilitation Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy.
- Neurophysiology Service, IRCCS San Raffaele Scientific Institute, Milan, Italy.
- Vita-Salute San Raffaele University, Milan, Italy.
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6
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Pumphrey JD, Ramani S, Islam T, Berard JA, Seegobin M, Lymer JM, Freedman MS, Wang J, Walker LAS. Assessing multimodal emotion recognition in multiple sclerosis with a clinically accessible measure. Mult Scler Relat Disord 2024; 86:105603. [PMID: 38583368 DOI: 10.1016/j.msard.2024.105603] [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: 12/20/2023] [Revised: 03/11/2024] [Accepted: 03/31/2024] [Indexed: 04/09/2024]
Abstract
BACKGROUND Multiple sclerosis (MS) negatively impacts cognition and has been associated with deficits in social cognition, including emotion recognition. There is a lack of research examining emotion recognition from multiple modalities in MS. The present study aimed to employ a clinically available measure to assess multimodal emotion recognition abilities among individuals with MS. METHOD Thirty-one people with MS and 21 control participants completed the Advanced Clinical Solutions Social Perceptions Subtest (ACS-SP), BICAMS, and measures of premorbid functioning, mood, and fatigue. ANCOVAs examined group differences in all outcomes while controlling for education. Correlational analyses examined potential correlates of emotion recognition in both groups. RESULTS The MS group performed significantly worse on the ACS-SP than the control group, F(1, 49) = 5.32, p = .025. Significant relationships between emotion recognition and cognitive functions were found only in the MS group, namely for information processing speed (r = 0.59, p < .001), verbal learning (r = 0.52, p = .003) and memory (r = 0.65, p < 0.001), and visuospatial learning (r = 0.62, p < 0.001) and memory (r = 0.52, p = .003). Emotion recognition did not correlate with premorbid functioning, mood, or fatigue in either group. CONCLUSIONS This study was the first to employ the ACS-SP to assess emotion recognition in MS. The results suggest that emotion recognition is impacted in MS and is related to other cognitive processes, such as information processing speed. The results provide information for clinicians amidst calls to include social cognition measures in standard MS assessments.
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Affiliation(s)
- Jordan D Pumphrey
- University of Ottawa Brain and Mind Research Institute, Ottawa, Canada; Department of Psychology, Carleton University, Ottawa, Canada; Neuroscience, The Ottawa Hospital Research Institute, Ottawa, Canada.
| | - Sanghamithra Ramani
- Department of Psychology, Carleton University, Ottawa, Canada; Department of Psychology, University of Toronto Scarborough (present address), Ontario, Canada
| | - Tamanna Islam
- University of Ottawa Brain and Mind Research Institute, Ottawa, Canada; School of Psychology, Faculty of Social Sciences, University of Ottawa, Ottawa, Canada
| | - Jason A Berard
- University of Ottawa Brain and Mind Research Institute, Ottawa, Canada; Neuroscience, The Ottawa Hospital Research Institute, Ottawa, Canada; School of Psychology, Faculty of Social Sciences, University of Ottawa, Ottawa, Canada
| | - Matthew Seegobin
- Regenerative Medicine, The Ottawa Hospital Research Institute, Ottawa, Canada
| | - Jennifer M Lymer
- Department of Cellular and Molecular Medicine, Faculty of Medicine, University of Ottawa, Ottawa, Canada
| | - Mark S Freedman
- University of Ottawa Brain and Mind Research Institute, Ottawa, Canada; Neuroscience, The Ottawa Hospital Research Institute, Ottawa, Canada; Department of Cellular and Molecular Medicine, Faculty of Medicine, University of Ottawa, Ottawa, Canada
| | - Jing Wang
- University of Ottawa Brain and Mind Research Institute, Ottawa, Canada; Regenerative Medicine, The Ottawa Hospital Research Institute, Ottawa, Canada; Department of Cellular and Molecular Medicine, Faculty of Medicine, University of Ottawa, Ottawa, Canada
| | - Lisa A S Walker
- University of Ottawa Brain and Mind Research Institute, Ottawa, Canada; Department of Psychology, Carleton University, Ottawa, Canada; Neuroscience, The Ottawa Hospital Research Institute, Ottawa, Canada; School of Psychology, Faculty of Social Sciences, University of Ottawa, Ottawa, Canada
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7
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Mistri D, Tedone N, Biondi D, Vizzino C, Pagani E, Rocca MA, Filippi M. Cognitive phenotypes in multiple sclerosis: mapping the spectrum of impairment. J Neurol 2024; 271:1571-1583. [PMID: 38007408 DOI: 10.1007/s00415-023-12102-5] [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: 09/20/2023] [Revised: 10/30/2023] [Accepted: 11/05/2023] [Indexed: 11/27/2023]
Abstract
BACKGROUND Available criteria for cognitive phenotypes in multiple sclerosis (MS) do not consider the severity of impairment. OBJECTIVES To identify cognitive phenotypes with varying degrees of impairment in MS patients and describe their demographic, clinical and MRI characteristics. METHODS Two hundred and forty-three MS patients and 158 healthy controls underwent neuropsychological tests to assess memory, attention, and executive function. For each domain, mild impairment was defined as performing 1.5 standard deviations below the normative mean on two tests, while the threshold for significant impairment was 2 standard deviations. Patients were classified into cognitive phenotypes based on severity of the impairment (mild/significant) and number of domains affected (one/more). RESULTS Five cognitive phenotypes emerged: Preserved cognition (PC; 56%), Mild Single-Domain Impairment (MSD; 15%), Mild Multi-Domain Impairment (MMD; 9%), Significant Single-Domain Impairment (SSD; 12%), Significant Multi-Domain Impairment (SMD; 8%). Compared with PC, MSD patients were older, had longer disease duration (DD) and higher T2-hyperintense lesion volume (LV; all p ≤ 0.02); MMD patients were older, had longer DD, higher disability, higher T2 LV and lower thalamic volume (all p ≤ 0.01); SSD patients had longer DD and lower gray matter cortical volume, thalamic, caudate, putamen and accumbens volumes (all p ≤ 0.04); and SMD patients were older, had longer DD, higher disability and more extensive structural damage in all brain regions explored (all p ≤ 0.03), except white matter and amygdala volumes. CONCLUSIONS We identified five cognitive phenotypes with graded levels of impairment. These phenotypes were characterized by distinct demographic, clinical and MRI features, indicating potential variations in the neural substrates of dysfunction throughout disease stages.
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Affiliation(s)
- Damiano Mistri
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132, Milan, Italy
| | - Nicolò Tedone
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132, Milan, Italy
| | - Diana Biondi
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132, Milan, Italy
| | - Carmen Vizzino
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132, Milan, Italy
| | - Elisabetta Pagani
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132, Milan, Italy
| | - Maria A Rocca
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132, Milan, Italy
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
| | - Massimo Filippi
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132, Milan, Italy.
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy.
- Neurorehabilitation Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy.
- Neurophysiology Service, IRCCS San Raffaele Scientific Institute, Milan, Italy.
- Vita-Salute San Raffaele University, Milan, Italy.
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8
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Montini F, Nozzolillo A, Tedone N, Mistri D, Rancoita PM, Zanetta C, Mandelli A, Furlan R, Moiola L, Martinelli V, Rocca MA, Filippi M. COVID-19 has no impact on disease activity, progression and cognitive performance in people with multiple sclerosis: a 2-year study. J Neurol Neurosurg Psychiatry 2024; 95:342-347. [PMID: 37857497 DOI: 10.1136/jnnp-2023-332073] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Accepted: 09/25/2023] [Indexed: 10/21/2023]
Abstract
BACKGROUND Sequelae of COVID-19 in people with multiple sclerosis (PwMS) have not been characterised. We explored whether COVID-19 is associated with an increased risk of disease activity, disability worsening, neuropsychological distress and cognitive dysfunction during the 18-24 months following SARS-COV-2 infection. METHODS We enrolled 174 PwMS with history of COVID-19 (MS-COVID) between March 2020 and March 2021 and compared them to an age, sex, disease duration, Expanded Disability Status Scale (EDSS), and a line of treatment-matched group of 348 PwMS with no history of COVID-19 in the same period (MS-NCOVID). We collected clinical, MRI data and SARS-CoV2 immune response in the 18-24 months following COVID-19 or baseline evaluation. At follow-up, PwMS also underwent a complete neuropsychological assessment with brief repeatable battery of neuropsychological tests and optimised scales for fatigue, anxiety, depression and post-traumatic stress symptoms. RESULTS 136 MS-COVID and 186 MS-NCOVID accepted the complete longitudinal evaluation. The two groups had similar rate of EDSS worsening (15% vs 11%, p=1.00), number of relapses (6% vs 5%, p=1.00), disease-modifying therapy change (7% vs 4%, p=0.81), patients with new T2-lesions (9% vs 11%, p=1.00) and gadolinium-enhancing lesions (7% vs 4%, p=1.00) on brain MRI. 22% of MS-COVID and 23% MS-NCOVID were cognitively impaired at 18-24 months evaluation, with similar prevalence of cognitive impairment (p=1.00). The z-scores of global and domain-specific cognitive functions and the prevalence of neuropsychiatric manifestations were also similar. No difference was detected in terms of SARS-CoV2 cellular immune response. CONCLUSIONS In PwMS, COVID-19 has no impact on disease activity, course and cognitive performance 18-24 months after infection.
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Affiliation(s)
| | | | - Nicolò Tedone
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS Ospedale San Raffaele, Milano, Italy
- Vita-Salute San Raffaele University, Milano, Italy
| | - Damiano Mistri
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS Ospedale San Raffaele, Milano, Italy
- Vita-Salute San Raffaele University, Milano, Italy
| | - Paola Mv Rancoita
- University Centre for Statistics in the Biomedical Sciences (CUSSB), Vita-Salute San Raffaele University, Milano, Italy
| | - Chiara Zanetta
- Neurology Unit, IRCCS Ospedale San Raffaele, Milano, Italy
| | - Alessandra Mandelli
- Clinical Neuroimmunology Unit, Institute of Experimental Neurology, Division of Neuroscience, IRCCS Ospedale San Raffaele, Milano, Italy
| | - Roberto Furlan
- Clinical Neuroimmunology Unit, Institute of Experimental Neurology, Division of Neuroscience, IRCCS Ospedale San Raffaele, Milano, Italy
| | - Lucia Moiola
- Neurology Unit, IRCCS Ospedale San Raffaele, Milano, Italy
| | | | - Maria A Rocca
- Neurology Unit, IRCCS Ospedale San Raffaele, Milano, Italy
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS Ospedale San Raffaele, Milano, Italy
- Vita-Salute San Raffaele University, Milano, Italy
| | - Massimo Filippi
- Neurology Unit, IRCCS Ospedale San Raffaele, Milano, Italy
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS Ospedale San Raffaele, Milano, Italy
- Vita-Salute San Raffaele University, Milano, Italy
- Neurorehabilitation Unit, IRCCS Ospedale San Raffaele, Milano, Italy
- Neurophysiology Service, IRCCS Ospedale San Raffaele, Milano, Italy
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9
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Preziosa P, Pagani E, Meani A, Storelli L, Margoni M, Yudin Y, Tedone N, Biondi D, Rubin M, Rocca MA, Filippi M. Chronic Active Lesions and Larger Choroid Plexus Explain Cognition and Fatigue in Multiple Sclerosis. NEUROLOGY(R) NEUROIMMUNOLOGY & NEUROINFLAMMATION 2024; 11:e200205. [PMID: 38350048 DOI: 10.1212/nxi.0000000000200205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Accepted: 12/18/2023] [Indexed: 02/15/2024]
Abstract
BACKGROUND AND OBJECTIVES Chronic inflammation may contribute to cognitive dysfunction and fatigue in patients with multiple sclerosis (MS). Paramagnetic rim lesions (PRLs) and choroid plexus (CP) enlargement have been proposed as markers of chronic inflammation in MS being associated with a more severe disease course. However, their relation with cognitive impairment and fatigue has not been fully explored yet. Here, we investigated the contribution of PRL number and volume and CP enlargement to cognitive impairment and fatigue in patients with MS. METHODS Brain 3T MRI, neurologic evaluation, and neuropsychological assessment, including the Brief Repeatable Battery of Neuropsychological Tests and Modified Fatigue Impact Scale, were obtained from 129 patients with MS and 73 age-matched and sex-matched healthy controls (HC). PRLs were identified on phase images of susceptibility-weighted imaging, whereas CP volume was quantified using a fully automatic method on brain three-dimensional T1-weighted and fluid-attenuated inversion recovery MRI sequences. Predictors of cognitive impairment and fatigue were identified using random forest. RESULTS Thirty-six (27.9%) patients with MS were cognitively impaired, and 31/113 (27.4%) patients had fatigue. Fifty-nine (45.7%) patients with MS had ≥1 PRLs (median = 0, interquartile range = 0;2). Compared with HC, patients with MS showed significantly higher T2-hyperintense white matter lesion (WM) volume; lower normalized brain, thalamic, hippocampal, caudate, cortical, and WM volumes; and higher normalized CP volume (p from <0.001 to 0.040). The predictors of cognitive impairment (relative importance) (out-of-bag area under the curve [OOB-AUC] = 0.707) were normalized brain volume (100%), normalized caudate volume (89.1%), normalized CP volume (80.3%), normalized cortical volume (70.3%), number (67.3%) and volume (66.7%) of PRLs, and T2-hyperintense WM lesion volume (64.0%). Normalized CP volume was the only predictor of the presence of fatigue (OOB-AUC = 0.563). DISCUSSION Chronic inflammation, with higher number and volume of PRLs and enlarged CP, may contribute to cognitive impairment in MS in addition to gray matter atrophy. The contribution of enlarged CP in explaining fatigue supports the relevance of immune-related processes in determining this manifestation independently of disease severity. PRLs and CP enlargement may contribute to the pathophysiology of cognitive impairment and fatigue in MS, and they may represent clinically relevant therapeutic targets to limit the impact of these clinical manifestations in MS.
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Affiliation(s)
- Paolo Preziosa
- From the Neuroimaging Research Unit (P.P., E.P., A.M., L.S., M.M., Y.Y., N.T., D.B., M.R., M.A.R., M.F.), Division of Neuroscience; Neurology Unit (P.P., M.M., M.R., M.A.R., M.F.), IRCCS San Raffaele Scientific Institute; Vita-Salute San Raffaele University (P.P., M.R., M.A.R., M.F.); Neurorehabilitation Unit (M.M., M.F.); and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Elisabetta Pagani
- From the Neuroimaging Research Unit (P.P., E.P., A.M., L.S., M.M., Y.Y., N.T., D.B., M.R., M.A.R., M.F.), Division of Neuroscience; Neurology Unit (P.P., M.M., M.R., M.A.R., M.F.), IRCCS San Raffaele Scientific Institute; Vita-Salute San Raffaele University (P.P., M.R., M.A.R., M.F.); Neurorehabilitation Unit (M.M., M.F.); and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Alessandro Meani
- From the Neuroimaging Research Unit (P.P., E.P., A.M., L.S., M.M., Y.Y., N.T., D.B., M.R., M.A.R., M.F.), Division of Neuroscience; Neurology Unit (P.P., M.M., M.R., M.A.R., M.F.), IRCCS San Raffaele Scientific Institute; Vita-Salute San Raffaele University (P.P., M.R., M.A.R., M.F.); Neurorehabilitation Unit (M.M., M.F.); and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Loredana Storelli
- From the Neuroimaging Research Unit (P.P., E.P., A.M., L.S., M.M., Y.Y., N.T., D.B., M.R., M.A.R., M.F.), Division of Neuroscience; Neurology Unit (P.P., M.M., M.R., M.A.R., M.F.), IRCCS San Raffaele Scientific Institute; Vita-Salute San Raffaele University (P.P., M.R., M.A.R., M.F.); Neurorehabilitation Unit (M.M., M.F.); and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Monica Margoni
- From the Neuroimaging Research Unit (P.P., E.P., A.M., L.S., M.M., Y.Y., N.T., D.B., M.R., M.A.R., M.F.), Division of Neuroscience; Neurology Unit (P.P., M.M., M.R., M.A.R., M.F.), IRCCS San Raffaele Scientific Institute; Vita-Salute San Raffaele University (P.P., M.R., M.A.R., M.F.); Neurorehabilitation Unit (M.M., M.F.); and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Yury Yudin
- From the Neuroimaging Research Unit (P.P., E.P., A.M., L.S., M.M., Y.Y., N.T., D.B., M.R., M.A.R., M.F.), Division of Neuroscience; Neurology Unit (P.P., M.M., M.R., M.A.R., M.F.), IRCCS San Raffaele Scientific Institute; Vita-Salute San Raffaele University (P.P., M.R., M.A.R., M.F.); Neurorehabilitation Unit (M.M., M.F.); and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Nicolò Tedone
- From the Neuroimaging Research Unit (P.P., E.P., A.M., L.S., M.M., Y.Y., N.T., D.B., M.R., M.A.R., M.F.), Division of Neuroscience; Neurology Unit (P.P., M.M., M.R., M.A.R., M.F.), IRCCS San Raffaele Scientific Institute; Vita-Salute San Raffaele University (P.P., M.R., M.A.R., M.F.); Neurorehabilitation Unit (M.M., M.F.); and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Diana Biondi
- From the Neuroimaging Research Unit (P.P., E.P., A.M., L.S., M.M., Y.Y., N.T., D.B., M.R., M.A.R., M.F.), Division of Neuroscience; Neurology Unit (P.P., M.M., M.R., M.A.R., M.F.), IRCCS San Raffaele Scientific Institute; Vita-Salute San Raffaele University (P.P., M.R., M.A.R., M.F.); Neurorehabilitation Unit (M.M., M.F.); and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Martina Rubin
- From the Neuroimaging Research Unit (P.P., E.P., A.M., L.S., M.M., Y.Y., N.T., D.B., M.R., M.A.R., M.F.), Division of Neuroscience; Neurology Unit (P.P., M.M., M.R., M.A.R., M.F.), IRCCS San Raffaele Scientific Institute; Vita-Salute San Raffaele University (P.P., M.R., M.A.R., M.F.); Neurorehabilitation Unit (M.M., M.F.); and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Maria A Rocca
- From the Neuroimaging Research Unit (P.P., E.P., A.M., L.S., M.M., Y.Y., N.T., D.B., M.R., M.A.R., M.F.), Division of Neuroscience; Neurology Unit (P.P., M.M., M.R., M.A.R., M.F.), IRCCS San Raffaele Scientific Institute; Vita-Salute San Raffaele University (P.P., M.R., M.A.R., M.F.); Neurorehabilitation Unit (M.M., M.F.); and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Massimo Filippi
- From the Neuroimaging Research Unit (P.P., E.P., A.M., L.S., M.M., Y.Y., N.T., D.B., M.R., M.A.R., M.F.), Division of Neuroscience; Neurology Unit (P.P., M.M., M.R., M.A.R., M.F.), IRCCS San Raffaele Scientific Institute; Vita-Salute San Raffaele University (P.P., M.R., M.A.R., M.F.); Neurorehabilitation Unit (M.M., M.F.); and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Milan, Italy
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Maggio MG, Baglio F, Arcuri F, Borgnis F, Contrada M, Diaz MDM, Leochico CF, Neira NJ, Laratta S, Suchan B, Tonin P, Calabrò RS. Cognitive telerehabilitation: an expert consensus paper on current evidence and future perspective. Front Neurol 2024; 15:1338873. [PMID: 38426164 PMCID: PMC10902044 DOI: 10.3389/fneur.2024.1338873] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Accepted: 01/16/2024] [Indexed: 03/02/2024] Open
Abstract
The progressive improvement of the living conditions and medical care of the population in industrialized countries has led to improvement in healthcare interventions, including rehabilitation. From this perspective, Telerehabilitation (TR) plays an important role. TR consists of the application of telemedicine to rehabilitation to offer remote rehabilitation services to the population unable to reach healthcare. TR integrates therapy-recovery-assistance, with continuity of treatments, aimed at neurological and psychological recovery, involving the patient in a family environment, with an active role also of the caregivers. This leads to reduced healthcare costs and improves the continuity of specialist care, as well as showing efficacy for the treatment of cognitive disorders, and leading to advantages for patients and their families, such as avoiding travel, reducing associated costs, improving the frequency, continuity, and comfort of performing the rehabilitation in its own spaces, times and arrangements. The aim of this consensus paper is to investigate the current evidence on the use and effectiveness of TR in the cognitive field, trying to also suggest some recommendations and future perspectives. To the best of our knowledge, this is the first consensus paper among multiple expert researchers that comprehensively examines TR in different neurological diseases. Our results supported the efficacy and feasibility of TR with good adherence and no adverse events among patients. Our consensus summarizes the current evidence for the application of cognitive TR in neurological populations, highlighting the potential of this tool, but also the limitations that need to be explored further.
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Affiliation(s)
| | | | - Francesco Arcuri
- S. Anna Institute and Research in Advanced Neurorehabilitation, Crotone, Italy
| | | | - Marianna Contrada
- S. Anna Institute and Research in Advanced Neurorehabilitation, Crotone, Italy
| | | | - Carl Froilan Leochico
- University of the Philippines Manila, Manila, Philippines
- St. Luke’s Medical Center, Quezon City, Philippines
| | | | - Stefania Laratta
- S. Anna Institute and Research in Advanced Neurorehabilitation, Crotone, Italy
| | - Boris Suchan
- Department of Neuropsychology, Institute of Cognitive Neuroscience, Faculty of Psychology, Ruhr-Universität Bochum, Bochum, Germany
| | - Paolo Tonin
- S. Anna Institute and Research in Advanced Neurorehabilitation, Crotone, Italy
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11
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Hsu WY, Zanto T, Park JE, Gazzaley A, Bove RM. Effects of transcranial alternating current stimulation on cognitive function in people with multiple sclerosis: A randomized controlled trial. Mult Scler Relat Disord 2023; 80:105090. [PMID: 37925960 DOI: 10.1016/j.msard.2023.105090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Revised: 09/14/2023] [Accepted: 10/18/2023] [Indexed: 11/07/2023]
Abstract
BACKGROUND Cognitive impairment is a core symptom that profoundly impacts the lives of people with multiple sclerosis (PwMS). Since the existing disease modifying therapies can only stabilize, but not actively treat, cognition in PwMS, there is an unmet need to expand approaches to treat these cognitive symptoms. Transcranial alternating current stimulation (tACS) permits frequency-specific entrainment of neural oscillations intrinsic to cognitive activity. However, the effects of the tACS on cognitive function in PwMS have not yet been assessed. We aimed to evaluate the potential efficacy of applying frontal theta-tACS to improve information processing speed in PwMS. METHODS 60 PwMS with cognitive complaints were enrolled in a double-blinded, randomized, controlled trial with three stimulation groups: 2 mA, 1 mA, or sham control. A single session of theta-tACS was applied while participants were engaged in a cognitive program which has shown to improve processing speed in PwMS. tACS effects were examined by the Symbol Digit Modalities Test (SDMT). Tolerability, side effects and acceptability were measured. RESULTS 1 mA groups had a significantly higher SDMT score after stimulation compared to their pre-stimulation score, 2 mA group showed a marginally significant improvement of their SDMT score, while the SDMT score in the sham group did not change. Overall, 49% of the stimulation group participants showed a clinically meaningful SDMT improvement (4+-point increase). CONCLUSION tACS is a well-tolerated, non-pharmacological intervention. Based on the positive effects observed in the current study of a single session of tACS applied during cognitive engagement, the effects of repeated tACS on cognitive function in PwMS merit further research. TRIAL REGISTRATION ClinicalTrials.gov NCT04466228.
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Affiliation(s)
- Wan-Yu Hsu
- UCSF Weill Institute for Neurosciences, Department of Neurology, University of California, 1651 4th St, San Francisco, CA 94158, USA.
| | - Theodore Zanto
- UCSF Weill Institute for Neurosciences, Department of Neurology, University of California, 1651 4th St, San Francisco, CA 94158, USA; Neuroscape, University of California San Francisco, San Francisco, CA, USA
| | - Jee Eun Park
- UCSF Weill Institute for Neurosciences, Department of Neurology, University of California, 1651 4th St, San Francisco, CA 94158, USA; Neuroscape, University of California San Francisco, San Francisco, CA, USA; Department of Psychiatry, Seoul National University College of Medicine and Seoul National University Hospital, Seoul, South Korea
| | - Adam Gazzaley
- UCSF Weill Institute for Neurosciences, Department of Neurology, University of California, 1651 4th St, San Francisco, CA 94158, USA; Neuroscape, University of California San Francisco, San Francisco, CA, USA
| | - Riley M Bove
- UCSF Weill Institute for Neurosciences, Department of Neurology, University of California, 1651 4th St, San Francisco, CA 94158, USA
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12
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Amato MP, Bergamaschi R, Centonze D, Mirabella M, Marfia GA, Totaro R, Lus G, Brescia Morra V, Aguglia U, Comi C, Cavalla P, Zaffaroni M, Rovaris M, Grimaldi LM, Leoni S, Malucchi S, Baldi E, Romano M, Falcini M, Perini P, Assetta M, Portaccio E, Sommacal S, Olivieri N, Parodi F, Todaro DS, Grassivaro N, Farina A, Mondino MM, Filippi M, Trojano M. Effectiveness of teriflunomide on No Evidence of Disease Activity and cognition in relapsing remitting multiple sclerosis: results of the NEDA3PLUS study. J Neurol 2023; 270:4687-4696. [PMID: 37405689 PMCID: PMC10511573 DOI: 10.1007/s00415-023-11820-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Revised: 06/08/2023] [Accepted: 06/11/2023] [Indexed: 07/06/2023]
Abstract
BACKGROUND Cognitive impairment (CI) is a prevalent and debilitating manifestation of multiple sclerosis (MS); however, it is not included in the widely used concept of No Evidence of Disease Activity (NEDA-3). We expanded the NEDA-3 concept to NEDA-3 + by encompassing CI assessed through the Symbol Digit Modality Test (SDMT) and evaluated the effect of teriflunomide on NEDA3 + in patients treated in a real-world setting. The value of NEDA-3 + in predicting disability progression was also assessed. METHODS This 96-weeks observational study enrolled patients already on treatment with teriflunomide for ≥ 24 weeks. The predictiveness of NEDA-3 and NEDA-3 + at 48 weeks on the change in motor disability at 96 weeks was compared through a two-sided McNemar test. RESULTS The full analysis set (n = 128; 38% treatment naïve) featured relatively low level of disability (baseline EDSS = 1.97 ± 1.33). NEDA-3 and NEDA-3 + statuses were achieved by 82.8% and 64.8% of patients, respectively at 48 weeks vs. baseline, and by 57.0% and 49.2% of patients, respectively at 96 weeks vs. baseline. All patients except one were free of disability progression at Week 96, and NEDA-3 and NEDA-3 + were equally predictive. Most patients were free of relapse (87.5%), disability progression (94.5%) and new MRI activity (67.2%) comparing 96 weeks with baseline. SDMT scores were stable in patients with baseline score ˃35 and improved significantly in those with baseline score ≤ 35. Treatment persistence was high (81.0% at Week 96). CONCLUSION Teriflunomide confirmed its real-world efficacy and was found to have a potentially beneficial effect on cognition.
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Affiliation(s)
- Maria Pia Amato
- Department of NEUROFARBA, Section of Neurosciences, University of Florence, Florence, Italy
- IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy
| | | | - Diego Centonze
- Unit of Neurology and Neurorehabilitation, IRCCS Neuromed, Pozzilli, Italy
| | - Massimiliano Mirabella
- Fondazione Policlinico Universitario 'Agostino Gemelli' IRCCS, Neurology Unit, Rome, Italy
- Centro di Ricerca Sclerosi Multipla (CERSM), Università Cattolica del Sacro Cuore, Rome, Italy
| | - Girolama Alessandra Marfia
- Multiple Sclerosis Clinical and Research Unit, Department of Systems Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Rocco Totaro
- Demyelinating Disease Center, San Salvatore Hospital, L'Aquila, Italy
| | - Giacomo Lus
- Department of Advanced Medical and Surgical Sciences, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Vincenzo Brescia Morra
- Department of Neuroscience, Reproductive Science and Odontostomatology, University Federico II, Multiple Sclerosis Clinical Care and Research Centre, Naples, Italy
| | - Umberto Aguglia
- Department of Medical and Surgical Sciences, "Magna Graecia" University, Catanzaro, Italy
- Regional Epilepsy Centre, Great Metropolitan Hospital, Reggio Calabria, Italy
| | - Cristoforo Comi
- Department of Translational Medicine and Interdisciplinary Research Center of Autoimmune Diseases, University of Piemonte Orientale, Novara, Italy
| | - Paola Cavalla
- Department of Neuroscience and Mental Health, City of Health and Science University Hospital of Turin, Multiple Sclerosis Center, Turin, Italy
| | - Mauro Zaffaroni
- ASST della Valle Olona, Hospital of Gallarate, Neuroimmunology Unit, Gallarate, Italy
| | - Marco Rovaris
- IRCCS Fondazione Don Carlo Gnocchi Onlus, Multiple Sclerosis Center, Milan, Italy
| | | | | | - Simona Malucchi
- University Hospital San Luigi Gonzaga, SCDO Neurologia-CRESM, Orbassano, Turin, Italy
| | - Eleonora Baldi
- Department of Neuroscience and Rehabilitation, S. Anna Hospital, Multiple Sclerosis Center, Ferrara, Italy
| | - Marcello Romano
- Neurology and Stroke Unit, Villa Sofia Cervello Hospital, Palermo, Italy
| | - Mario Falcini
- Santo Stefano Hospital, Neurology Unit, Prato, Italy
| | - Paola Perini
- University Hospital of Padua, Multiple Sclerosis Centre of the Veneto Region (CeSMuV), Padua, Italy
| | | | - Emilio Portaccio
- Department of NEUROFARBA, Section of Neurosciences, University of Florence, Florence, Italy
| | | | | | | | | | | | | | | | - Massimo Filippi
- IRCCS San Raffaele Scientific Institute, Neurology Unit, Milan, Italy
- IRCCS San Raffaele Scientific Institute, Neurorehabilitation Unit, Milan, Italy
- IRCCS San Raffaele Scientific Institute, Neurophysiology Service, Milan, Italy
- Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Neuroimaging Research Unit, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
| | - Maria Trojano
- School of Medicine, University "Aldo Moro" of Bari, Bari, Italy.
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13
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Montemurro S, Mondini S, Pucci V, Durante G, Riccardi A, Maffezzini S, Scialpi G, Signorini M, Arcara G. Tele-Global Examination of Mental State (Tele-GEMS): an open tool for the remote neuropsychological screening. Neurol Sci 2023; 44:3499-3508. [PMID: 37248426 PMCID: PMC10226870 DOI: 10.1007/s10072-023-06862-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Accepted: 05/15/2023] [Indexed: 05/31/2023]
Abstract
Tele-neuropsychology, i.e., the application of remote audio-visual technologies to neuropsychological evaluation or rehabilitation, has become increasingly popular and widespread during and after the COVID-19 pandemic. New tools with updated normative data and appropriate methodological developments are necessary. We present Tele-GEMS, a telephone-based cognitive screening developed on N = 601 Italian participants. It yields a global score tapping on orientation, memory, spatial representation, language, and pragmatic abilities. Its administration lasts about 10 min. Clinical cut-offs are provided, accounting for demographic variables (age, education, and sex) and also for a comprehensive index taking into account cognitively stimulating life experiences that can build up a cognitive reserve. Tele-GEMS shows good internal consistency and a good inter-rater agreement. The test includes the thresholds for estimating a significant change after repeated measurements. Tele-GEMS has a good construct validity as assessed with MoCA and a suitable criterion validity assessed with its in-person version (GEMS). All the materials and the instructions, including scripts and an online Application for the automatic calculation of cut-offs, are accessible on OSF at https://osf.io/t3bma/ under a Creative Commons license.
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Affiliation(s)
| | - Sara Mondini
- Department of Philosophy, Sociology, Education and Applied Psychology (FISPPA), Università di Padova, Padova, Italy
- Centro di Ateneo Servizi Clinici Universitari Psicologici (SCUP), Università di Padova, Padova, Italy
- Human Inspired Technology Research Centre HIT, University of Padova, Padova, Italy
| | - Veronica Pucci
- Department of Philosophy, Sociology, Education and Applied Psychology (FISPPA), Università di Padova, Padova, Italy
- Human Inspired Technology Research Centre HIT, University of Padova, Padova, Italy
| | - Giorgia Durante
- Department of Philosophy, Sociology, Education and Applied Psychology (FISPPA), Università di Padova, Padova, Italy
| | - Alice Riccardi
- Multiple Sclerosis Centre, Department of Neurosciences-DNS, Università di Padova, Padova, Italy
| | - Sabrina Maffezzini
- Multiple Sclerosis Centre, Department of Neurosciences-DNS, Università di Padova, Padova, Italy
| | - Graziana Scialpi
- Multiple Sclerosis Centre, Department of Neurosciences-DNS, Università di Padova, Padova, Italy
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14
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Azzimonti M, Preziosa P, Pagani E, Valsasina P, Tedone N, Vizzino C, Rocca MA, Filippi M. Functional and structural brain MRI changes associated with cognitive worsening in multiple sclerosis: a 3-year longitudinal study. J Neurol 2023; 270:4296-4308. [PMID: 37202603 DOI: 10.1007/s00415-023-11778-z] [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: 03/20/2023] [Revised: 05/08/2023] [Accepted: 05/11/2023] [Indexed: 05/20/2023]
Abstract
BACKGROUND Heterogeneous processes may contribute to cognitive impairment in multiple sclerosis (MS). OBJECTIVE To apply a longitudinal multiparametric MRI approach to identify mechanisms associated with cognitive worsening in MS patients. METHODS 3 T brain functional and structural MRI scans were acquired at baseline and after a median follow-up of 3.4 years in 35 MS patients and 22 healthy controls (HC). Associations between cognitive worsening (reliable change index score < - 1.25 at the Rao's battery) and longitudinal changes in regional T2-hyperintense white matter (WM) lesions, diffusion tensor microstructural WM damage, gray matter (GM) atrophy and resting state (RS) functional connectivity (FC) were explored. RESULTS At follow-up, HC showed no clusters of significant microstructural WM damage progression, GM atrophy or changes in RS FC. At follow-up, 10 MS patients (29%) showed cognitive worsening. Compared to cognitively stable, cognitively worsened MS patients showed more severe GM atrophy of the right anterior cingulate cortex and bilateral supplementary motor area (p < 0.001). Cognitively worsened vs cognitively stable MS patients showed also decreased RS FC in the right hippocampus of the right working memory network and in the right insula of the default mode network. Increased RS FC in the left insula of the executive control network was found in the opposite comparison (p < 0.001). No significant regional accumulation of focal WM lesions nor microstructural WM abnormalities occurred in both patients' groups. CONCLUSIONS GM atrophy progression in cognitively relevant brain regions combined with functional impoverishment in networks involved in cognitive functions may represent the substrates underlying cognitive worsening in MS.
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Affiliation(s)
- Matteo Azzimonti
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132, Milan, Italy
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Paolo Preziosa
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132, Milan, Italy
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
| | - Elisabetta Pagani
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132, Milan, Italy
| | - Paola Valsasina
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132, Milan, Italy
| | - Nicolò Tedone
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132, Milan, Italy
| | - Carmen Vizzino
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132, Milan, Italy
| | - Maria A Rocca
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132, Milan, Italy
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
| | - Massimo Filippi
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132, Milan, Italy.
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy.
- Neurorehabilitation Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy.
- Neurophysiology Service, IRCCS San Raffaele Scientific Institute, Milan, Italy.
- Vita-Salute San Raffaele University, Milan, Italy.
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15
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Coll-Martinez C, Salavedra-Pont J, Buxó M, Quintana E, Quiroga-Varela A, Robles-Cedeño R, Puig M, Álvarez-Bravo G, Ramió-Torrentà L, Gich J. Differences in metacognition between multiple sclerosis phenotypes: cognitive impairment and fatigue are key factors. Front Psychol 2023; 14:1163112. [PMID: 37680235 PMCID: PMC10481161 DOI: 10.3389/fpsyg.2023.1163112] [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: 02/10/2023] [Accepted: 07/20/2023] [Indexed: 09/09/2023] Open
Abstract
Background Cognitive impairment is present in 40-65% of patients with multiple sclerosis (pwMS). Objectively measured cognitive performance often does not match patients' subjective perception of their own performance. Objective We aimed to compare cognitive performance and subjective perception of cognitive deficits between pwMS and healthy controls (HCs), as well as the accuracy of subjective perception. Methods In total, 54 HC and 112 pwMS (relapsing-remitting, RRMS, and progressive PMS) underwent neuropsychological evaluation and completed perceived deficit, fatigue, and anxiety-depression scales. Participants were classified according to their consistency between subjective self-evaluation of cognitive abilities and objective cognitive performance to assess accuracy. Regression models were used to compare cognitive performance between groups and explore factors explaining inaccuracy in the estimation of cognitive performance. Results PMS showed greater and more widespread cognitive differences with HC than RRMS. No differences were found between pwMS and HC in the perception of deficit. PMS had higher ratios of overestimators. In explaining inaccuracy, fatigue and cognitive preservation were found to be risk factors for underestimation, whereas physical disability and cognitive impairment were risk factors for overestimation. Conclusion PwMS have metacognitive knowledge impairments. This study provides new information about metacognition, data on the prevalence of impairments over a relatively large sample of PwMS, and new insights into factors explaining it. Anosognosia, related to cognitive impairment, may be present in pwMS. Fatigue is a key factor in underestimating cognition.
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Affiliation(s)
- Clàudia Coll-Martinez
- Girona Neuroimmumology and Multiple Sclerosis Unit, Neurology Department, Dr. Josep Trueta University Hospital and Santa Caterina Hospital, Girona, Spain
- Neurodegeneration and Neuroinflammation Research Group, Girona Biomedical Research Institute (IDIBGI), Salt, Spain
- Redes de Investigación Cooperativa Orientada a Resultados en Salud (RICORS), Red de Enfermedades inflamatorias (RD21/0002/0063), Instituto de Salud Carlos III, Madrid, Spain
| | - Judit Salavedra-Pont
- Girona Neuroimmumology and Multiple Sclerosis Unit, Neurology Department, Dr. Josep Trueta University Hospital and Santa Caterina Hospital, Girona, Spain
- Neurodegeneration and Neuroinflammation Research Group, Girona Biomedical Research Institute (IDIBGI), Salt, Spain
| | - Maria Buxó
- Statistical Unit, Girona Biomedical Research Institute (IDIBGI), Salt, Spain
| | - Ester Quintana
- Neurodegeneration and Neuroinflammation Research Group, Girona Biomedical Research Institute (IDIBGI), Salt, Spain
| | - Ana Quiroga-Varela
- Neurodegeneration and Neuroinflammation Research Group, Girona Biomedical Research Institute (IDIBGI), Salt, Spain
- Redes de Investigación Cooperativa Orientada a Resultados en Salud (RICORS), Red de Enfermedades inflamatorias (RD21/0002/0063), Instituto de Salud Carlos III, Madrid, Spain
| | - René Robles-Cedeño
- Girona Neuroimmumology and Multiple Sclerosis Unit, Neurology Department, Dr. Josep Trueta University Hospital and Santa Caterina Hospital, Girona, Spain
- Neurodegeneration and Neuroinflammation Research Group, Girona Biomedical Research Institute (IDIBGI), Salt, Spain
- Redes de Investigación Cooperativa Orientada a Resultados en Salud (RICORS), Red de Enfermedades inflamatorias (RD21/0002/0063), Instituto de Salud Carlos III, Madrid, Spain
- Medical Sciences Department, University of Girona, Girona, Spain
| | - Marc Puig
- Girona Neuroimmumology and Multiple Sclerosis Unit, Neurology Department, Dr. Josep Trueta University Hospital and Santa Caterina Hospital, Girona, Spain
- Neurodegeneration and Neuroinflammation Research Group, Girona Biomedical Research Institute (IDIBGI), Salt, Spain
| | - Gary Álvarez-Bravo
- Girona Neuroimmumology and Multiple Sclerosis Unit, Neurology Department, Dr. Josep Trueta University Hospital and Santa Caterina Hospital, Girona, Spain
- Neurodegeneration and Neuroinflammation Research Group, Girona Biomedical Research Institute (IDIBGI), Salt, Spain
| | - Lluís Ramió-Torrentà
- Girona Neuroimmumology and Multiple Sclerosis Unit, Neurology Department, Dr. Josep Trueta University Hospital and Santa Caterina Hospital, Girona, Spain
- Neurodegeneration and Neuroinflammation Research Group, Girona Biomedical Research Institute (IDIBGI), Salt, Spain
- Redes de Investigación Cooperativa Orientada a Resultados en Salud (RICORS), Red de Enfermedades inflamatorias (RD21/0002/0063), Instituto de Salud Carlos III, Madrid, Spain
- Medical Sciences Department, University of Girona, Girona, Spain
| | - Jordi Gich
- Girona Neuroimmumology and Multiple Sclerosis Unit, Neurology Department, Dr. Josep Trueta University Hospital and Santa Caterina Hospital, Girona, Spain
- Neurodegeneration and Neuroinflammation Research Group, Girona Biomedical Research Institute (IDIBGI), Salt, Spain
- Medical Sciences Department, University of Girona, Girona, Spain
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16
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Hsu WY, Anguera JA, Rizzo A, Campusano R, Chiaravalloti ND, DeLuca J, Gazzaley A, Bove RM. A virtual reality program to assess cognitive function in multiple sclerosis: A pilot study. Front Hum Neurosci 2023; 17:1139316. [PMID: 37007676 PMCID: PMC10060881 DOI: 10.3389/fnhum.2023.1139316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Accepted: 02/17/2023] [Indexed: 03/18/2023] Open
Abstract
Introduction: Cognitive impairment is a debilitating symptom in people with multiple sclerosis (MS). Most of the neuropsychological tasks have little resemblance to everyday life. There is a need for ecologically valid tools for assessing cognition in real-life functional contexts in MS. One potential solution would involve the use of virtual reality (VR) to exert finer control over the task presentation environment; however, VR studies in the MS population are scarce.Objectives: To explore the utility and feasibility of a VR program for cognitive assessment in MS.Methods: A VR classroom embedded with a continuous performance task (CPT) was assessed in 10 non-MS adults and 10 people with MS with low cognitive functioning. Participants performed the CPT with distractors (i.e., WD) and without distractors (i.e., ND). The Symbol Digit Modalities Test (SDMT), California Verbal Learning Test—II (CVLT-II), and a feedback survey on the VR program was administered.Results: People with MS exhibited greater reaction time variability (RTV) compared to non-MS participants, and greater RTV in both WD and ND conditions was associated with lower SDMT.Conclusions: VR tools warrant further research to determine their value as an ecologically valid platform for assessing cognition and everyday functioning in people with MS.
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Affiliation(s)
- Wan-Yu Hsu
- Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, United States
| | - Joaquin A. Anguera
- Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, United States
- Neuroscape, University of California, San Francisco, San Francisco, CA, United States
- Department of Psychiatry, University of California, San Francisco, San Francisco, CA, United States
| | - Albert Rizzo
- Institute for Creative Studies, University of Southern California, Los Angeles, CA, United States
| | - Richard Campusano
- Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, United States
- Neuroscape, University of California, San Francisco, San Francisco, CA, United States
| | - Nancy D. Chiaravalloti
- Kessler Foundation, East Hanover, NJ, United States
- Department of Physical Medicine & Rehabilitation, Rutgers New Jersey Medical School, Newark, NJ, United States
| | - John DeLuca
- Kessler Foundation, East Hanover, NJ, United States
- Department of Physical Medicine & Rehabilitation, Rutgers New Jersey Medical School, Newark, NJ, United States
| | - Adam Gazzaley
- Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, United States
- Neuroscape, University of California, San Francisco, San Francisco, CA, United States
- Department of Psychiatry, University of California, San Francisco, San Francisco, CA, United States
- Department of Physiology, University of California, San Francisco, San Francisco, CA, United States
| | - Riley M. Bove
- Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, United States
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Lus G, Bassano MA, Brescia Morra V, Bonavita S, Gallo A, Maimone D, Malerba L, Maniscalco GT, Saccà F, Salemi G, Turrini R, Cottone S, Sessa E, Buccafusca M, Grimaldi LME. Unmet needs and gaps in the identification of secondary progression in multiple sclerosis: a Southern Italy healthcare professionals' perspective. Neurol Sci 2023; 44:45-58. [PMID: 36114980 PMCID: PMC9483292 DOI: 10.1007/s10072-022-06402-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Accepted: 09/09/2022] [Indexed: 01/11/2023]
Abstract
OBJECTIVE Multiple sclerosis (MS) is a chronic disease with different clinical courses and a tendency to worsening. The relapsing-remitting MS presents acute onset and relapses of neurological symptoms, followed by their remission. This form can convert to secondary progressive MS (SPMS) with irreversible neurological worsening and disability. The identification of signs, symptoms, markers of progression, and strategies to manage MS patients is mandatory to allow early identification of those at higher risk of conversion to SPMS, for prompt intervention to cope with the progression of the disease. METHODS A panel of Italian experts from Southern Italy have reviewed the current knowledge on MS and its management and identified the crucial tools for SPMS recognition. RESULTS More effective communication between patients and clinicians should be established, with the support of digital tools. Moreover, the improvement in the clinical use of biomarkers for progression (cellular structures and tissue organization, such as neurofilaments and chitinase 3-like 1, axonal and neurons density) and of instrumental analyses for recognition of whole-brain atrophy, chronic active lesions, spinal cord lesions and atrophy, and the improvement the combination of the Expanded Disability Status Scale and the evaluation of cognitive dysfunction are discussed. CONCLUSION Given the availability of a pharmacological option, adequate education both for patients, regarding the evolution of the disease and the specific treatment, and for professionals, to allow more effective and sensitive communication and the best use of diagnostic and management tools, could represent a strategy to improve patient management and their quality of life.
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Affiliation(s)
- Giacomo Lus
- Department of Advanced Medical and Surgical Sciences, II Division of Neurology, Multiple Sclerosis Center, University of Campania "L. Vanvitelli", Naples, Italy
| | | | - Vincenzo Brescia Morra
- Department of Neurosciences Reproductive Sciences and Odontostomatology, Multiple Sclerosis Center, Federico II University, Naples, Italy
| | - Simona Bonavita
- Department of Advanced Medical and Surgical Sciences, Università Della Campania Luigi Vanvitelli, Naples, Italy
| | - Antonio Gallo
- Department of Advanced Medical and Surgical Sciences, Università Della Campania Luigi Vanvitelli, Naples, Italy
| | - Davide Maimone
- Unità Operativa Complessa Neurology, Multiple Sclerosis Center, ARNAS Garibaldi, Catania, Italy
| | | | | | - Francesco Saccà
- Department of Neurosciences Reproductive Sciences and Odontostomatology, Multiple Sclerosis Center, Federico II University, Naples, Italy
| | - Giuseppe Salemi
- UOC of Neurology and Multiple Sclerosis Center, DAI of Diagnostic and Interventistic Radiology and Stroke, AOIP "P. Giaccone", Palermo, Italy
| | | | - Salvatore Cottone
- Neurology and Stroke Unit, Multiple Sclerosis Center, ARNAS CIVICO, Palermo, Italy
| | - Edoardo Sessa
- IRCCS Centro Neurolesi "Bonino-Pulejo", Messina, Italy
| | - Maria Buccafusca
- Neurology and Neuromuscular Unit, Multiple Sclerosis Centre, "G. Martino" University Hospital, Messina, Italy
| | - Luigi Maria Edoardo Grimaldi
- Neurology and Multiple Sclerosis Center, Unità Operativa Complessa (UOC), Foundation Institute "G. Giglio", Cefalù, PA, Italy
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18
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Argento O, Piacentini C, Bossa M, Caltagirone C, Santamato A, Saraceni V, Nocentini U. Motor, cognitive, and combined rehabilitation approaches on MS patients' cognitive impairment. Neurol Sci 2023; 44:1109-1118. [PMID: 36542204 PMCID: PMC9769485 DOI: 10.1007/s10072-022-06552-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 12/08/2022] [Indexed: 12/24/2022]
Abstract
BACKGROUND At the moment, the possible options for the management of cognitive dysfunctions in patients with MS (pMS) are pharmacological interventions, cognitive rehabilitation (CR), and physical exercise. However, worldwide, multimodal programs are infrequently applied in pMS and CR is not easily accessible through the National Health System as MR. OBJECTIVE The aim of the study is to explore if the combination of motor and cognitive rehabilitation may favor better outcomes on cognitive efficiency compared to separate trainings. METHODS Forty-eight pMS were submitted to detailed neuropsychological and motor assessments, before (T0) and after (T1) having performed one of three rehabilitation conditions (two cognitive trainings/week-Reha1; one cognitive and one motor training/week-Reha2; two motor trainings/week-Reha3, for 12 weeks); they were randomly assigned to one condition or another. The CR was focused on memory functioning and performed with the Rehacom program. RESULTS No significant differences in age, sex, education, and disease course were found between the three groups (sig. > .05). Reha1 patients increased only their cognitive performance, and Reha3 only increased their motor performance, while Reha2 increased both cognitive and motor performances. This benefit was also confirmed by the cognitive efficiency expressed by the Cognitive Impairment Index. CONCLUSIONS These data confirm that to include cognitive training within rehabilitation programs may induce important benefits in pMS. Furthermore, pMS seem to benefit from a combined approach (cognitive and motor) more than from CR and motor rehabilitation separately (ClinicalTrial.gov ID: NCT05462678; 14 July 2022, retrospectively registered).
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Affiliation(s)
- Ornella Argento
- Behavioral Neuropsychology Unit, I.R.C.C.S. "Santa Lucia" Foundation, Via Ardeatina, 306, 00179, Rome, Italy.
| | - Chiara Piacentini
- Behavioral Neuropsychology Unit, I.R.C.C.S. “Santa Lucia” Foundation, Via Ardeatina, 306, 00179 Rome, Italy
| | - Michela Bossa
- Behavioral Neuropsychology Unit, I.R.C.C.S. “Santa Lucia” Foundation, Via Ardeatina, 306, 00179 Rome, Italy
| | - Carlo Caltagirone
- Scientific Direction, I.R.C.C.S. “Santa Lucia” Foundation, Rome, Italy
| | - Andrea Santamato
- Rehabilitation Centre-Physical Medicine and Rehabilitation Section, OORR-Hospital-University of Foggia, Foggia, Italy
| | - Vincenzo Saraceni
- Scientific Direction, “Filippo Turati” Foundation, Rehabilitation Centre, Pistoia, Italy
| | - Ugo Nocentini
- Behavioral Neuropsychology Unit, I.R.C.C.S. “Santa Lucia” Foundation, Via Ardeatina, 306, 00179 Rome, Italy ,Department of Clinical Sciences and Translational Medicine, University of Rome “Tor Vergata”, Rome, Italy
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19
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Higueras Y, Borges M, Jiménez-Martín I, Conde C, Aparicio-Mingueza A, Sierra-Martínez E, Gich-Fulla J, Balaguer-Marmaña M, Gil-Sánchez A, Anglada E, Jover A, Pérez-Martín MY, Arévalo MJ, Arrabal-Gómez C, Jiménez-Veiga J, Lubrini G, Molano A, García-Vaz F. Cognitive assessment in patients with multiple sclerosis: A Spanish consensus. FRONTIERS IN REHABILITATION SCIENCES 2022; 3:1006699. [PMID: 36605095 PMCID: PMC9810074 DOI: 10.3389/fresc.2022.1006699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Accepted: 11/01/2022] [Indexed: 12/24/2022]
Affiliation(s)
- Yolanda Higueras
- Department of Neurology, Instituto de Investigación Sanitaria Gregorio Marañón, Hospital General Universitario Gregorio Marañón, Madrid, Spain,Department of Cognitive Processes and Speech Therapy, School of Psychology, Experimental Psychology, Complutense University, Madrid, Spain,Correspondence: Yolanda Higueras
| | - Mónica Borges
- Department of Neurology, Virgen Macarena Hospital, Seville, Spain
| | - Isabel Jiménez-Martín
- Department of Neurology, Health Research Institute Foundation of Santiago de Compostela (FIDIS), University Clinical Hospital from Santiago de Compostela, Santiago de Compostela, Spain
| | - Cristina Conde
- Neurology Service, Maimonides Institute for Research in Biomedicine of Cordoba, (IMIBIC), Reina Sofía University Hospital, Cordoba, Spain
| | | | - Esther Sierra-Martínez
- Department of Neurorehabilitation, Hospital San Juan de Dios, Zaragoza, Spain,Fundación Neurópolis, Zaragoza, Spain
| | - Jordi Gich-Fulla
- Department of Neurology, Dr. Josep Trueta University Hospital, Girona, Spain
| | - Marta Balaguer-Marmaña
- Department of Neurology, Consorci Sanitari Integral Moisés Broggi Hospital, Sant Joan Despí, Spain
| | - Anna Gil-Sánchez
- Department of Neuroimmunology, Biomedicine Research Institute of Lleida, Lleida, Spain
| | - Elisenda Anglada
- Department of Neurology-Neuroimmunology, Multiple Sclerosis Centre of Catalonia, Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Ana Jover
- Neurology Service, Maimonides Institute for Research in Biomedicine of Cordoba, (IMIBIC), Reina Sofía University Hospital, Cordoba, Spain
| | | | - María Jesús Arévalo
- Department of Neurology-Neuroimmunology, Multiple Sclerosis Centre of Catalonia, Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Carlos Arrabal-Gómez
- Department of Psychobiology and Methodology of Behavioral Sciences, University of Málaga, Málaga, Spain
| | - Judith Jiménez-Veiga
- Department of Neurology, Hospital Clínico Universitario Virgen de la Arrixaca, Murcia, Spain
| | - Genny Lubrini
- Department of Cognitive Processes and Speech Therapy, School of Psychology, Experimental Psychology, Complutense University, Madrid, Spain
| | - Ana Molano
- Department of Neurology, Hospital de Cruces, Bilbao, Spain
| | - Fabiola García-Vaz
- Department of Cognitive Processes and Speech Therapy, School of Psychology, Experimental Psychology, Complutense University, Madrid, Spain,Multiple Sclerosis Fundation, Madrid, Spain
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20
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Resting state effective connectivity abnormalities of the Papez circuit and cognitive performance in multiple sclerosis. Mol Psychiatry 2022; 27:3913-3919. [PMID: 35624146 DOI: 10.1038/s41380-022-01625-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Revised: 05/05/2022] [Accepted: 05/11/2022] [Indexed: 02/08/2023]
Abstract
The Papez circuit is central to memory and emotional processes. However, little is known about its involvement in multiple sclerosis (MS). We aimed to investigate abnormalities of resting state (RS) effective connectivity (EC) between regions of the Papez circuit in MS and their relationship with cognitive performances. Sixty-two MS patients and 64 healthy controls (HC) underwent neuropsychological assessment, 3D T1-weighted, and RS functional MRI. RS EC analysis was performed using SPM12 and dynamic causal modeling. RS EC abnormalities were investigated using parametric empirical Bayes models and were correlated with cognitive scores. Compared to HC, MS patients showed (posterior probability > 0.95) higher EC between the right entorhinal cortex and right subiculum, and lower EC from the anterior cingulate cortex (ACC) to the posterior cingulate cortex (PCC), from left to right subiculum, from left anterior thalamus to ACC, and within ACC and PCC. Lower RS EC from the ACC to the PCC correlated with worse global cognitive scores (rho = 0.19; p = 0.03), worse visuospatial memory (rho = 0.19; p = 0.03) and worse semantic fluency (rho = 0.21; p = 0.02). Lower RS EC from the left to the right subiculum correlated with worse verbal memory (rho = 0.20; p = 0.02), lower RS EC within the ACC correlated with worse attention (rho = -0.19; p = 0.04) and more severe brain atrophy (rho = -0.26; p = 0.003). Higher EC from the right entorhinal cortex to right subiculum correlated with worse semantic fluency (rho = 0.21; p = 0.02). In conclusion, MS patients showed altered RS EC within the Papez circuit. Abnormal RS EC involving cingulate cortices and hippocampal formation contributed to explain cognitive deficits.
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21
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Ostellino S, Benso A, Politano G. The integration of clinical data in the assessment of multiple sclerosis - A review. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2022; 221:106900. [PMID: 35623208 DOI: 10.1016/j.cmpb.2022.106900] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Revised: 05/18/2022] [Accepted: 05/18/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND AND OBJECTIVES Multiple Sclerosis (MS) is a neurological disease associated with various and heterogeneous clinical characteristics. Given its complex nature and its unpredictable evolution over time, there isn't an established and exhaustive clinical protocol (or tool) for its diagnosis nor for monitoring its progression. Instead, different clinical exams and physical/psychological evaluations need to be taken into account. The Expanded Disability Status Scale (EDSS) is the most used clinical scale, but it suffers from several limitations. Developing computational solutions for the identification of bio-markers of disease progression that overcome the downsides of currently used scales is crucial and is gaining interest in current literature and research. METHODS This Review focuses on the importance of approaching MS diagnosis and monitoring by investigating correlations between cognitive impairment and clinical data that refer to different MS domains. We review papers that integrate heterogeneous data and analyse them with statistical methods to understand their applicability into more advanced computational tools. Particular attention is paid to the impact that computational approaches can have on personalized-medicine. RESULTS Personalized medicine for neuro-degenerative diseases is an unmet clinical need which can be addressed using computational approaches able to efficiently integrate heterogeneous clinical data extracted from both private and publicly available electronic health databases. CONCLUSIONS Reliable and explainable Artificial Intelligence are computational approaches required to understand the complex and demonstrated interactions between MS manifestations as well as to provide reliable predictions on the disease evolution, representing a promising research field.
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Affiliation(s)
- Sofia Ostellino
- Department of Control and Computer Engineering, Politecnico di Torino, Italy.
| | - Alfredo Benso
- Department of Control and Computer Engineering, Politecnico di Torino, Italy.
| | - Gianfranco Politano
- Department of Control and Computer Engineering, Politecnico di Torino, Italy.
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22
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Advanced diffusion-weighted imaging models better characterize white matter neurodegeneration and clinical outcomes in multiple sclerosis. J Neurol 2022; 269:4729-4741. [DOI: 10.1007/s00415-022-11104-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Revised: 03/23/2022] [Accepted: 03/24/2022] [Indexed: 10/18/2022]
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23
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Hancock LM, Hermann B, Schoonheim MM, Hetzel SJ, Brochet B, DeLuca J. Comparing diagnostic criteria for the diagnosis of neurocognitive disorders in multiple sclerosis. Mult Scler Relat Disord 2022; 58:103479. [PMID: 35033839 DOI: 10.1016/j.msard.2021.103479] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Accepted: 12/31/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND People with multiple sclerosis (MS) commonly experience cognitive impairment associated with the disease, but there is currently no agreed-upon operational definition for identifying the presence of that impairment, in either research or clinic contexts. The International MS Cognition Society (IMSCOGS) established a task force to begin to examine this issue and this paper represents the results of an initial pilot investigation. The aim of this paper was to compare two criterion sets to determine how to identify cognitive impairment among people with MS: the general Diagnostic and Statistical Manual (DSM-5) Criteria for neurocognitive disorders and criteria derived from existing MS research (scores in two domains fall 1.5 standard deviations below normative controls). METHODS Two hundred and ten people with MS presented for a brief cognitive evaluation in an MS Multidisciplinary Clinic at a midwestern academic medical center in the United States. Participants were generally middle aged (average 51.5 years), female (73.8%), and white (93.3%). McNemar's test was computed to compare the number of individuals whose cognitive test score performance was deemed cognitively normal, mildly impaired, or more significantly impaired. RESULTS DSM-5 criteria classified 87.2% of the sample as cognitively impaired, where 66.7% were more mildly impaired and 20.5% more significantly impaired. By contrast, research-based criteria classified 63.3% of the sample as cognitively impaired, with 49.5% as mildly impaired and 13.8% as more significantly impaired. CONCLUSIONS These findings indicate that compared to research criteria, the DSM-5 criteria classified far more people with MS as having cognitive impairment secondary to the disease. The paper discusses the potential benefits and drawbacks of the two diagnostic methods, highlighting that more work will be needed in order to establish a standardized and validated method for characterizing these impairments.
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Affiliation(s)
- Laura M Hancock
- University of Wisconsin School of Medicine and Public Health, Department of Neurology, 1685 Highland Avenue, MCFB Suite 7, Madison, Wisconsin 53705, USA; William S. Middleton VA Medical Center; 2500 Overlook Terrace, Madison, Wisconsin 53705, USA.
| | - Bruce Hermann
- University of Wisconsin School of Medicine and Public Health, Department of Neurology, 1685 Highland Avenue, MCFB Suite 7, Madison, Wisconsin 53705, USA.
| | - Menno M Schoonheim
- Department of Anatomy and Neurosciences, MS Center Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit Amsterdam, PO Box 7057, 1007MB, Amsterdam, The Netherlands.
| | - Scott J Hetzel
- University of Wisconsin School of Medicine and Public Health, Department of Biostatistics and Medical Informatics, WARF Room 201, 610 Walnut Street, Madison, Wisconsin 53726, USA.
| | - Bruno Brochet
- Neurocentre Magendie, INSERM U 1215, Université de Bordeaux, 146, rue Léo Saignat, 33077 Bordeaux cedex, France.
| | - John DeLuca
- Kessler Foundation, 1199 Pleasant Valley Way, West Orange, New Jersey 07052, USA; Rutgers, New Jersey Medical School, Department of Physical Medicine and Rehabilitation, 185 S Orange Ave, Newark, New Jersey 07103, USA.
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24
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Altieri M, Fratino M, Maestrini I, Dionisi C, Annecca R, Vicenzini E, Di Piero V. Cognitive Performance in Relapsing-Remitting Multiple Sclerosis: At Risk or Impaired? Dement Geriatr Cogn Disord 2021; 49:539-543. [PMID: 33735893 DOI: 10.1159/000514674] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Accepted: 01/22/2021] [Indexed: 11/19/2022] Open
Abstract
INTRODUCTION Since cognitive impairment (CI) occurs on average in 45% of multiple sclerosis (MS) patients, the early detection of patients "at risk" of CI is important in order to promptly apply preventive strategies. The aim of the present study was to investigate the prevalence and risk factors for CI in MS patients using the Brief International Cognitive Assessment for Multiple Sclerosis (BICAMS) as a screening test. METHODS During the 1-year period, CI was evaluated in 82 consecutives mild relapsing-remitting MS (EDSS ≤ 3.5) patients. Patients with 1 altered BICAMS test were defined "at risk." Both "at risk" and CI patients underwent an extensive neuropsychological battery. RESULTS We found that: (i) 23% had CI, (ii), 25% were "at risk" of CI, and (iii) 76% of the "at risk" patients were already impaired at the NP assessment. In particular, the Symbol Digit Modalities Test was the most compromised (70% of "at risk" and 79% of CI patients). Patients with CI had more frequently an EDSS ≥ 2.5 (p = 0.05), lower education (p = 0.05), and relapses in the last 12 months (p = 0.03). CONCLUSIONS CI is a significant issue in MS and integration of a screening test, such as the SDMT, into routine clinical practice could be of worth to identify "at risk" patients and to promote an early therapeutic intervention.
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Affiliation(s)
- Marta Altieri
- Department of Human Neurosciences, Sapienza University, Rome, Italy, .,Multiple Sclerosis Center, Sapienza University, Rome, Italy, .,Sub-Intensive Unit of Neurology, Sapienza University, Rome, Italy,
| | - Mariangela Fratino
- Department of Human Neurosciences, Sapienza University, Rome, Italy.,Multiple Sclerosis Center, Sapienza University, Rome, Italy
| | - Ilaria Maestrini
- Department of Human Neurosciences, Sapienza University, Rome, Italy.,Sub-Intensive Unit of Neurology, Sapienza University, Rome, Italy
| | - Claudia Dionisi
- Department of Human Neurosciences, Sapienza University, Rome, Italy.,Multiple Sclerosis Center, Sapienza University, Rome, Italy
| | - Rosanna Annecca
- Department of Human Neurosciences, Sapienza University, Rome, Italy.,Multiple Sclerosis Center, Sapienza University, Rome, Italy
| | | | - Vittorio Di Piero
- Department of Human Neurosciences, Sapienza University, Rome, Italy.,Sub-Intensive Unit of Neurology, Sapienza University, Rome, Italy
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25
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Marchesi O, Bonacchi R, Valsasina P, Preziosa P, Pagani E, Cacciaguerra L, Meani A, Conti L, Mistri D, Rocca MA, Filippi M. Functional and structural MRI correlates of executive functions in multiple sclerosis. Mult Scler 2021; 28:742-756. [PMID: 34387534 DOI: 10.1177/13524585211033184] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Executive dysfunctions, including difficulties in attention, working memory, planning, and inhibition affect 15%-28% of multiple sclerosis (MS) patients. OBJECTIVES To investigate structural and functional magnetic resonance imaging (MRI) abnormalities underlying executive function (EF) in MS patients. METHODS A total 116 MS patients and 65 controls underwent resting-state (RS) and diffusion-weighted sequences and neuropsychological examination, including Wisconsin Card Sorting Test (WCST) to test EF. Brain RS cognitive networks and fractional anisotropy (FA) from a priori selected white matter tracts were derived. Associations of WCST scores with RS functional connectivity (FC) and FA abnormalities were investigated. RESULTS In MS patients, predictors of working memory/updating were: lower corpus callosum (CC) FA, lower left working-memory network (WMN), right WMN RS FC for worse performance; lower executive control network (ECN), higher default-mode network (DMN), and salience network (SN) RS FC for better performance (R2 = 0.35). Predictors of attention were lower CC genu FA, lower left WMN, and DMN RS FC for worse performance; higher left WMN and ECN RS FC for better performance (R2 = 0.24). Predictors of worse shifting/inhibition were lower CC genu and superior cerebellar peduncle (SCP) FA, lower left WMN RS FC for worse performance; and higher ECN RS FC for better performance (R2 = 0.24). CONCLUSIONS CC and SCP microstructural damage and RS FC abnormalities in cognitive networks underlie EF frailty in MS.
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Affiliation(s)
- Olga Marchesi
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Raffaello Bonacchi
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy/Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Paola Valsasina
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Paolo Preziosa
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy/Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Elisabetta Pagani
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Laura Cacciaguerra
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy/Vita-Salute San Raffaele University, Milan, Italy
| | - Alessandro Meani
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Lorenzo Conti
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Damiano Mistri
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Maria A Rocca
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy/Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy/Vita-Salute San Raffaele University, Milan, Italy
| | - Massimo Filippi
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy/Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy/Neurorehabilitation Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy/Neurophysiology Service, IRCCS San Raffaele Scientific Institute, Milan, Italy/Vita-Salute San Raffaele University, Milan, Italy
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26
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Conti L, Preziosa P, Meani A, Pagani E, Valsasina P, Marchesi O, Vizzino C, Rocca MA, Filippi M. Unraveling the substrates of cognitive impairment in multiple sclerosis: A multiparametric structural and functional magnetic resonance imaging study. Eur J Neurol 2021; 28:3749-3759. [PMID: 34255918 DOI: 10.1111/ene.15023] [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] [Received: 06/07/2021] [Accepted: 07/09/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND Cognitive impairment frequently affects multiple sclerosis (MS) patients. However, its neuroanatomical correlates still need to be fully explored. We investigated the contribution of structural and functional magnetic resonance imaging (MRI) abnormalities in explaining cognitive impairment in MS. METHODS Brain dual-echo, diffusion tensor, 3D T1-weighted and resting-state (RS) MRI sequences were acquired from 276 MS patients and 102 healthy controls. Using random forest analysis, the contribution of regional white matter (WM) lesions, WM fractional anisotropy (FA) abnormalities, gray matter (GM) atrophy and RS functional connectivity (FC) alterations to cognitive impairment in MS patients was investigated. RESULTS Eighty-four MS patients (30.4%) were cognitively impaired. The best MRI predictors of cognitive impairment (relative importance [%]) (out-of-bag area under the curve [AUC] = 0.795) were (a) WM lesions in the right superior longitudinal fasciculus (100%), left anterior thalamic radiation (93.4%), left posterior corona radiata (78.5%), left medial lemniscus (74.2%), left inferior longitudinal fasciculus (70.4%), left optic radiation (68.7%), right middle cerebellar peduncle (60.6%) and right optic radiation (53.5%); (b) decreased FA in the splenium of the corpus callosum (64.3%), left optic radiation (61.0%), body of the corpus callosum (51.9%) and fornix (50.9%); and (c) atrophy of the left precuneus (91.4%), right cerebellum crus I (84.4%), right caudate nucleus (78.6%), left thalamus (76.2%) and left supplementary motor area (59.8%). The relevance of these MRI measures in explaining cognitive impairment was confirmed in a cross-validation analysis (AUC =0.765). CONCLUSION Structural damage in strategic WM and GM regions explains cognitive impairment in MS patients more than RS FC abnormalities.
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Affiliation(s)
- Lorenzo Conti
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Paolo Preziosa
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy.,Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Alessandro Meani
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Elisabetta Pagani
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Paola Valsasina
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Olga Marchesi
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Carmen Vizzino
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Maria A Rocca
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy.,Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy.,Vita-Salute San Raffaele University, Milan, Italy
| | - Massimo Filippi
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy.,Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy.,Vita-Salute San Raffaele University, Milan, Italy.,Neurophysiology Service, IRCCS San Raffaele Scientific Institute, Milan, Italy.,Neurorehabilitation Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
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Zhang J, Cortese R, De Stefano N, Giorgio A. Structural and Functional Connectivity Substrates of Cognitive Impairment in Multiple Sclerosis. Front Neurol 2021; 12:671894. [PMID: 34305785 PMCID: PMC8297166 DOI: 10.3389/fneur.2021.671894] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Accepted: 05/19/2021] [Indexed: 02/05/2023] Open
Abstract
Cognitive impairment (CI) occurs in 43 to 70% of multiple sclerosis (MS) patients at both early and later disease stages. Cognitive domains typically involved in MS include attention, information processing speed, memory, and executive control. The growing use of advanced magnetic resonance imaging (MRI) techniques is furthering our understanding on the altered structural connectivity (SC) and functional connectivity (FC) substrates of CI in MS. Regarding SC, different diffusion tensor imaging (DTI) measures (e.g., fractional anisotropy, diffusivities) along tractography-derived white matter (WM) tracts showed relevance toward CI. Novel diffusion MRI techniques, including diffusion kurtosis imaging, diffusion spectrum imaging, high angular resolution diffusion imaging, and neurite orientation dispersion and density imaging, showed more pathological specificity compared to the traditional DTI but require longer scan time and mathematical complexities for their interpretation. As for FC, task-based functional MRI (fMRI) has been traditionally used in MS to brain mapping the neural activity during various cognitive tasks. Analysis methods of resting fMRI (seed-based, independent component analysis, graph analysis) have been applied to uncover the functional substrates of CI in MS by revealing adaptive or maladaptive mechanisms of functional reorganization. The relevance for CI in MS of SC–FC relationships, reflecting common pathogenic mechanisms in WM and gray matter, has been recently explored by novel MRI analysis methods. This review summarizes recent advances on MRI techniques of SC and FC and their potential to provide a deeper understanding of the pathological substrates of CI in MS.
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Affiliation(s)
- Jian Zhang
- Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy
| | - Rosa Cortese
- Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy
| | - Nicola De Stefano
- Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy
| | - Antonio Giorgio
- Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy
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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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Meca-Lallana V, Berenguer-Ruiz L, Carreres-Polo J, Eichau-Madueño S, Ferrer-Lozano J, Forero L, Higueras Y, Téllez Lara N, Vidal-Jordana A, Pérez-Miralles FC. Deciphering Multiple Sclerosis Progression. Front Neurol 2021; 12:608491. [PMID: 33897583 PMCID: PMC8058428 DOI: 10.3389/fneur.2021.608491] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2020] [Accepted: 03/11/2021] [Indexed: 12/12/2022] Open
Abstract
Multiple sclerosis (MS) is primarily an inflammatory and degenerative disease of the central nervous system, triggered by unknown environmental factors in patients with predisposing genetic risk profiles. The prevention of neurological disability is one of the essential goals to be achieved in a patient with MS. However, the pathogenic mechanisms driving the progressive phase of the disease remain unknown. It was described that the pathophysiological mechanisms associated with disease progression are present from disease onset. In daily practice, there is a lack of clinical, radiological, or biological markers that favor an early detection of the disease's progression. Different definitions of disability progression were used in clinical trials. According to the most descriptive, progression was defined as a minimum increase in the Expanded Disability Status Scale (EDSS) of 1.5, 1.0, or 0.5 from a baseline level of 0, 1.0–5.0, and 5.5, respectively. Nevertheless, the EDSS is not the most sensitive scale to assess progression, and there is no consensus regarding any specific diagnostic criteria for disability progression. This review document discusses the current pathophysiological concepts associated with MS progression, the different measurement strategies, the biomarkers associated with disability progression, and the available pharmacologic therapeutic approaches.
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Affiliation(s)
- Virginia Meca-Lallana
- Multiple Sclerosis Unit, Neurology Department, Fundación de Investigación Biomédica, Hospital Universitario de la Princesa, Madrid, Spain
| | | | - Joan Carreres-Polo
- Neuroradiology Section, Radiology Department, Hospital Universitari i Politècnic La Fe, Valencia, Spain
| | - Sara Eichau-Madueño
- Multiple Sclerosis CSUR Unit, Neurology Department, Hospital Universitario Virgen Macarena, Seville, Spain
| | - Jaime Ferrer-Lozano
- Department of Pathology, Hospital Universitari i Politècnic La Fe, Valencia, Spain
| | - Lucía Forero
- Neurology Department, Hospital Puerta del Mar, Cádiz, Spain
| | - Yolanda Higueras
- Neurology Department, Instituto de Investigación Sanitaria Gregorio Marañón (IISGM), Hospital Universitario Gregorio Marañón, Madrid, Spain.,Department of Experimental Psychology, Cognitive Processes and Speech Therapy, Universidad Complutense, Madrid, Spain
| | - Nieves Téllez Lara
- Neurology Department, Hospital Clínico Universitario de Valladolid, Valladolid, Spain
| | - Angela Vidal-Jordana
- Neurology/Neuroimmunology Department, Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Francisco Carlos Pérez-Miralles
- Neuroimmunology Unit, Neurology Department, Hospital Universitari i Politècnic La Fe, Valencia, Spain.,Department of Medicine, University of València, Valencia, Spain
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Meca-Lallana V, Gascón-Giménez F, Ginestal-López RC, Higueras Y, Téllez-Lara N, Carreres-Polo J, Eichau-Madueño S, Romero-Imbroda J, Vidal-Jordana Á, Pérez-Miralles F. Cognitive impairment in multiple sclerosis: diagnosis and monitoring. Neurol Sci 2021; 42:5183-5193. [PMID: 33796947 PMCID: PMC8642331 DOI: 10.1007/s10072-021-05165-7] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2020] [Accepted: 03/04/2021] [Indexed: 11/28/2022]
Abstract
INTRODUCTION Cognitive impairment (CI) has a prevalence of 45-70% in people with multiple sclerosis (MS), producing a negative impact on their quality of life, personal life, and work. Early detection of CI has become an important aspect to be considered for an adequate follow-up, to optimize social adaptation and to implement specific cognitive rehabilitation strategies. The aim of this work is to propose a suitable cognitive evaluation of patients with MS based on available and efficient tools for diagnosis and monitoring purposes well supported by literature review and clinical experience. METHODS A multidisciplinary panel of professionals from the field of neurology, neuropsychology, and neuroimaging performed a literature review of the topic of cognitive impairment assessment. This was combined and completed with their clinical experience to produce a set of recommendations. RESULTS Some limitations to cognitive evaluation are described: shortage of time and resources during the neurology consultation, scarceness or absence of specialized professionals' availability, importance of tests adaptation, and doubts about its use to define therapeutic efficiency. We recommend a baseline and annual screening evaluation, and we suggest a baseline and periodic neuropsychological assessment. The latter ought to change to a recommendation with the presence of either positive screening test, or subjective to cognitive complaints, screening-test results and patient or family report mismatch, or in specific social/work situations. CONCLUSIONS Cognitive evaluation should be performed on all patients diagnosed with MS and throughout follow-up. It is necessary to support the creation of multidisciplinary MS teams to optimize the evaluation and follow-up of MS patients.
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Affiliation(s)
- Virginia Meca-Lallana
- Unidad de Enfermedades Desmielinizantes, Servicio de Neurología, Hospital Universitario de La Princesa, Madrid, Spain.
| | - Francisco Gascón-Giménez
- Unidad de Esclerosis Múltiple, Servicio de Neurología, Hospital Clínico Universitario, Valencia, Spain
| | | | - Yolanda Higueras
- Instituto de Investigación Sanitaria del Gregorio Marañón, Hospital Gregorio Marañón, Madrid, Spain
| | - Nieves Téllez-Lara
- Servicio de Neurología, Hospital Clínico Universitario, Valladolid, Spain
| | - Joan Carreres-Polo
- Servicio de Radiología, Hospital Universitari i Politècnic La Fe de Valencia, Valencia, Spain
| | - Sara Eichau-Madueño
- Servicio de Neurología, Hospital Universitario Virgen Macarena, Sevilla, Spain
| | - Jesús Romero-Imbroda
- Servicio de Neurología, Hospital Regional Universitario de Málaga, Málaga, Spain
| | - Ángela Vidal-Jordana
- Servicio de Neurología-Neuroinmunología, Centro de Esclerosis Múltiple de Cataluña (Cemcat), Hospital Universitario Vall d'Hebron, Barcelona, Spain
| | - Francisco Pérez-Miralles
- Unitat de Neuroimmunología - CSUR Servicio de Neurología Hospital Universitari i Politècnic La Fe de Valencia, Valencia, Spain
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31
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Podda J, Ponzio M, Pedullà L, Monti Bragadin M, Battaglia MA, Zaratin P, Brichetto G, Tacchino A. Predominant cognitive phenotypes in multiple sclerosis: Insights from patient-centered outcomes. Mult Scler Relat Disord 2021; 51:102919. [PMID: 33799285 DOI: 10.1016/j.msard.2021.102919] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Revised: 03/15/2021] [Accepted: 03/18/2021] [Indexed: 11/27/2022]
Abstract
BACKGROUND Since combining information from different domains could be useful to increase prediction accuracy over and above what can be achieved at the level of single category of markers, this study aimed to identify distinct and predominant subtypes, i.e., cognitive phenotypes, in people with multiple sclerosis (PwMS) considering both cognitive impairment and mood disorders. METHODS A latent class analysis (LCA) was applied on data from 872 PwMS who were tested with Montreal Cognitive Assessment (MoCA), Symbol Digit Modalities Test (SDMT) and Hospital Anxiety and Depression Scale (HADS). Furthermore, the distribution of demographic (i.e., age, gender, years of education) and clinical characteristics (i.e., disease duration, disease course, disability level) was examined amongst the identified phenotypes. RESULTS Based on model fit and parsimony criteria, LCA identified four cognitive phenotypes: 1) only memory difficulties (n = 247; 28.3%); 2) minor memory and language deficits with mood disorders (n = 185; 21.2%); 3) moderate memory, language and attention impairments (n = 164; 18.8%); 4) severe memory, language, attention, information processing and executive functions difficulties (n = 276; 31.7%). CONCLUSIONS Since less is known about the progressive deterioration of cognition in PwMS, a taxonomy of distinct subtypes that consider information from different clustered domains (i.e., cognition and mood) represents both a challenge and opportunity for an advanced understanding of cognitive impairments and development of tailored cognitive treatments in MS.
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Affiliation(s)
- Jessica Podda
- Scientific Research Area, Italian Multiple Sclerosis Foundation, Genoa, Italy.
| | - Michela Ponzio
- Scientific Research Area, Italian Multiple Sclerosis Foundation, Genoa, Italy
| | - Ludovico Pedullà
- Scientific Research Area, Italian Multiple Sclerosis Foundation, Genoa, Italy
| | - Margherita Monti Bragadin
- Scientific Research Area, Italian Multiple Sclerosis Foundation, Genoa, Italy; AISM Rehabilitation Service, Italian Multiple Sclerosis Society, Genoa, Italy
| | - Mario Alberto Battaglia
- Department of Physiopathology, Experimental Medicine and Public Health, University of Siena, Siena, Italy
| | - Paola Zaratin
- Scientific Research Area, Italian Multiple Sclerosis Foundation, Genoa, Italy
| | - Giampaolo Brichetto
- Scientific Research Area, Italian Multiple Sclerosis Foundation, Genoa, Italy; AISM Rehabilitation Service, Italian Multiple Sclerosis Society, Genoa, Italy
| | - Andrea Tacchino
- Scientific Research Area, Italian Multiple Sclerosis Foundation, Genoa, Italy
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Magliozzi R, Pitteri M, Ziccardi S, Pisani AI, Montibeller L, Marastoni D, Rossi S, Mazziotti V, Guandalini M, Dapor C, Schiavi G, Tamanti A, Nicholas R, Reynolds R, Calabrese M. CSF parvalbumin levels reflect interneuron loss linked with cortical pathology in multiple sclerosis. Ann Clin Transl Neurol 2021; 8:534-547. [PMID: 33484486 PMCID: PMC7951111 DOI: 10.1002/acn3.51298] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Revised: 10/15/2020] [Accepted: 11/11/2020] [Indexed: 12/12/2022] Open
Abstract
Introduction and methods In order to verify whether parvalbumin (PVALB), a protein specifically expressed by GABAergic interneurons, could be a MS‐specific marker of grey matter neurodegeneration, we performed neuropathology/molecular analysis of PVALB expression in motor cortex of 40 post‐mortem progressive MS cases, with/without meningeal inflammation, and 10 control cases, in combination with cerebrospinal fluid (CSF) assessment. Analysis of CSF PVALB and neurofilaments (Nf‐L) levels combined with physical/cognitive/3TMRI assessment was performed in 110 naïve MS patients and in 32 controls at time of diagnosis. Results PVALB gene expression was downregulated in MS (fold change = 3.7 ± 1.2, P < 0.001 compared to controls) reflecting the significant reduction of PVALB+ cell density in cortical lesions, to a greater extent in MS patients with high meningeal inflammation (51.8, P < 0.001). Likewise, post‐mortem CSF‐PVALB levels were higher in MS compared to controls (fold change = 196 ± 36, P < 0.001) and correlated with decreased PVALB+ cell density (r = −0.64, P < 0.001) and increased MHC‐II+ microglia density (r = 0.74, P < 0.01), as well as with early age of onset (r = −0.69, P < 0.05), shorter time to wheelchair (r = −0.49, P < 0.05) and early age of death (r = −0.65, P < 0.01). Increased CSF‐PVALB levels were detected in MS patients at diagnosis compared to controls (P = 0.002). Significant correlation was found between CSF‐PVALB levels and cortical lesion number on MRI (R = 0.28, P = 0.006) and global cortical thickness (R = −0.46, P < 0.001), better than Nf‐L levels. CSF‐PVALB levels increased in MS patients with severe cognitive impairment (mean ± SEM:25.2 ± 7.5 ng/mL) compared to both cognitively normal (10.9 ± 2.4, P = 0.049) and mild cognitive impaired (10.1 ± 2.9, P = 0.024) patients. Conclusions CSF‐PVALB levels reflect loss of cortical interneurons in MS patients with more severe disease course and might represent an early, new MS‐specific biomarker of cortical neurodegeneration, atrophy, and cognitive decline.
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Affiliation(s)
- Roberta Magliozzi
- Neurology Section, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy.,Division of Neuroscience, Department of Brain Sciences, Imperial College London, London, United Kingdom
| | - Marco Pitteri
- Neurology Section, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Stefano Ziccardi
- Neurology Section, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Anna Isabella Pisani
- Neurology Section, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Luigi Montibeller
- Neurology Section, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Damiano Marastoni
- Neurology Section, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Stefania Rossi
- Department of Oncology and Molecular Oncology, Istituto Superiore di Sanità, Rome, Italy
| | - Valentina Mazziotti
- Neurology Section, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Maddalena Guandalini
- Neurology Section, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Caterina Dapor
- Neurology Section, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Gianmarco Schiavi
- Neurology Section, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Agnese Tamanti
- Neurology Section, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Richard Nicholas
- Division of Neuroscience, Department of Brain Sciences, Imperial College London, London, United Kingdom
| | - Richard Reynolds
- Division of Neuroscience, Department of Brain Sciences, Imperial College London, London, United Kingdom
| | - Massimiliano Calabrese
- Neurology Section, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
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Lin WS, Lin SJ, Hsu TR. Cognitive Assessment and Rehabilitation for Pediatric-Onset Multiple Sclerosis: A Scoping Review. CHILDREN-BASEL 2020; 7:children7100183. [PMID: 33076220 PMCID: PMC7602453 DOI: 10.3390/children7100183] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Revised: 10/08/2020] [Accepted: 10/10/2020] [Indexed: 02/07/2023]
Abstract
Cognitive impairment is increasingly recognized as an important clinical issue in pediatric multiple sclerosis (MS). However, variations regarding its assessment and remediation are noted in clinical arena. This scoping review aims to collate available evidence concerning cognitive assessment tool and cognitive rehabilitation for pediatric MS. We performed a systematic search of electronic databases (MEDLINE, PubMed, CINAHL Plus, and Web of Science) from inception to February 2020. Reference lists of included articles and trial registers were also searched. We included original studies published in English that addressed cognitive assessment tools or cognitive rehabilitation for pediatric-onset MS. Fourteen studies fulfilled our inclusion criteria. Among them, 11 studies evaluated the psychometric aspects of various cognitive assessment tools in the context of pediatric MS, and different neuro-cognitive domains were emphasized across studies. There were only three pilot studies reporting cognitive rehabilitation for pediatric-onset MS, all of which used home-based computerized programs targeting working memory and attention, respectively. Overall, more systematic research on cognitive assessment tools and rehabilitation for pediatric MS is needed to inform evidence-based practice. Computer-assisted cognitive assessment and rehabilitation appear feasible and deserve further studies.
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Affiliation(s)
- Wei-Sheng Lin
- Department of Pediatrics, Taipei Veterans General Hospital, Taipei 11217, Taiwan;
- Correspondence:
| | - Shan-Ju Lin
- Department of Physical Medicine and Rehabilitation, National Taiwan University Hospital Yunlin Branch, Yunlin 640, Taiwan;
| | - Ting-Rong Hsu
- Department of Pediatrics, Taipei Veterans General Hospital, Taipei 11217, Taiwan;
- Institute of Clinical Medicine, National Yang-Ming University, Taipei 112, Taiwan
- Faculty of Medicine, National Yang-Ming University, Taipei 112, Taiwan
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Treatment and management of cognitive dysfunction in patients with multiple sclerosis. Nat Rev Neurol 2020; 16:319-332. [PMID: 32372033 DOI: 10.1038/s41582-020-0355-1] [Citation(s) in RCA: 97] [Impact Index Per Article: 24.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/30/2020] [Indexed: 01/19/2023]
Abstract
Cognitive impairment is a common and devastating manifestation of multiple sclerosis (MS). Although disease-modifying therapies have been efficacious for reducing relapse rates in MS, such treatments are ineffective for treating cognitive dysfunction. Alternative treatment approaches for mitigating cognitive problems are greatly needed in this population. To date, cognitive rehabilitation and exercise training have been identified as possible candidates for treating MS-related cognitive impairment; however, cognitive dysfunction is still often considered to be poorly managed in patients with MS. This Review provides a comprehensive overview of recent developments in the treatment and management of cognitive impairment in people with MS. We describe the theoretical rationales, current states of the science, field-wide challenges and recent advances in cognitive rehabilitation and exercise training for treating MS-related cognitive impairment. We also discuss future directions for research into the treatment of cognitive impairment in MS that should set the stage for the inclusion of cognitive rehabilitation and exercise training into clinical practice within the next decade.
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Pitteri M, Ziccardi S, Dapor C, Guandalini M, Calabrese M. Lost in Classification: Lower Cognitive Functioning in Apparently Cognitive Normal Newly Diagnosed RRMS Patients. Brain Sci 2019; 9:E321. [PMID: 31766124 PMCID: PMC6895881 DOI: 10.3390/brainsci9110321] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2019] [Revised: 11/08/2019] [Accepted: 11/11/2019] [Indexed: 01/26/2023] Open
Abstract
Cognitive functioning in multiple sclerosis (MS) patients is usually related to the classic, dichotomic classification of impaired vs. unimpaired cognition. However, this approach is far from mirroring the real efficiency of cognitive functioning. Applying a different approach in which cognitive functioning is considered as a continuous variable, we aimed at showing that even newly diagnosed relapsing-remitting MS (RRMS) patients might suffer from reduced cognitive functioning with respect to a matched group of neurologically healthy controls (HCs), even if they were classified as having no cognitive impairment (CI). Fifty newly diagnosed RRMS patients and 36 HCs were tested with an extensive battery of neuropsychological tests. By using Z-scores applied to the whole group of RRMS and HCs together, a measure of cognitive functioning (Z-score index) was calculated. Among the 50 RRMS patients tested, 36 were classified as cognitively normal (CN). Even though classified as CN, RRMS patients performed worse than HCs at a global level (p = 0.004) and, more specifically, in the domains of memory (p = 0.005) and executive functioning (p = 0.006). These results highlight that reduced cognitive functioning can be present early in the disease course, even in patients without an evident CI. The current classification criteria of CI in MS should be considered with caution.
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Affiliation(s)
- Marco Pitteri
- Neurology section, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, 37134 Verona, Italy; (S.Z.); (C.D.); (M.G.)
| | | | | | | | - Massimiliano Calabrese
- Neurology section, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, 37134 Verona, Italy; (S.Z.); (C.D.); (M.G.)
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36
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Di Tella S, Pagliari C, Blasi V, Mendozzi L, Rovaris M, Baglio F. Integrated telerehabilitation approach in multiple sclerosis: A systematic review and meta-analysis. J Telemed Telecare 2019; 26:385-399. [PMID: 31132909 DOI: 10.1177/1357633x19850381] [Citation(s) in RCA: 56] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
INTRODUCTION Multiple sclerosis (MS) is a chronic immune-mediated disease of the central nervous system and a major cause of disability in young adults. Recently, there has been a growing interest in the development of innovative ways to deliver rehabilitation care outside of a hospital setting. The aim was to conduct a systematic review and a meta-analysis of the efficacy of an integrated telerehabilitation approach (ITA) on motor, cognitive and participation outcomes delivered to people with MS (pwMS). METHODS We systematically searched for original manuscripts regarding ITA in pwMS. Efficacy on motor, cognitive and participation outcomes was measured as the standardized mean difference (Hedges' g) of pre and post training. RESULTS Nine studies encompassing 716 pwMS diagnosis were included. The overall effect of ITA was: large for motor outcomes (g = 1.05; p = 0.013); small for cognitive performance outcomes (g = 0.16; p = 0.237); and small for participation outcomes (g = 0.15; p = 0.259). Domain-specific results showed that the effect on motor disability was large (g = 1.18), while on gait and balance was medium (g = 0.32 and g = 0.48, respectively). Moreover, all effects on single cognitive domains were small. Finally, among the single participation outcomes considered (depression, fatigue, daily functioning, quality of life and self-efficacy) only depression showed a nearly medium effect (g = 0.30). CONCLUSIONS PwMS can benefit from ITA in the treatment of motor symptoms according to the current model of continuity of care. However, the low efficacy of ITA on cognition and participation domains suggests the necessity to develop intervention models that include a broader spectrum of needs and objectives.
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