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Altieri M, Bisecco A, d'Ambrosio A, Rippa V, Risi M, Borgo RM, Buonanno D, Cuomo T, Tessitore A, Santangelo G, Gallo A. The relationship between biological sex, cognitive reserve, and cognition in multiple sclerosis. J Int Neuropsychol Soc 2025:1-9. [PMID: 40170663 DOI: 10.1017/s1355617725000086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/03/2025]
Abstract
OBJECTIVE Cognitive impairment is a common feature of multiple sclerosis (MS), and its severity may be influenced by several factors, such as biological sex and levels of cognitive reserve (CR). The relationship between sex, CR, and cognition has not yet been fully investigated. Therefore, the present study aimed to explore sex differences in CR building and the effect of sex and CR on cognitive performance in MS. METHOD 233 participants underwent the Brief Repeatable Battery of Neuropsychological Tests (BRB-N), the Stroop test, and the Cognitive Reserve Scale. The t-test was performed to compare sociodemographic variables, Italian adaptation of the Cognitive Reserve Scale, and cognitive test scores between sexes. To evaluate the effect of CR and sex and their interaction on cognitive performance several models of multivariate analyses of covariance were performed (dependent variables: all subtests of Brief Repeatable Battery of Neuropsychological Tests and Stroop scores; independent variables: sex and CR). Covariates included age, Expanded Disability Status Scale, and BDI-II scores. RESULTS Women showed higher levels of CR, particularly in daily activities (t = -5.848, p<.001), hobbies (t = -2.591, p = .010), and social life (t = -2.362, p = .011). Sex differences were noted in verbal memory and fluency (with women outperforming men) and processing speed (with men performing better than women). Multivariate analyses revealed a nonsignificant interaction between CR and sex on cognition (Λ=.950, F(10,260)=.813, p = .617, ηp2 = .050). CONCLUSIONS CR and sex seemed to affect cognitive performance independently in pwMS. This highlights the importance of considering both factors in cognitive assessment, and that both sexes may benefit from specific psychoeducational training aimed at increasing CR levels.
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Affiliation(s)
- Manuela Altieri
- Department of Advanced Medical and Surgical Sciences, University of Campania Luigi Vanvitelli, Naples, Italy
- Department of Psychology, University of Campania Luigi Vanvitelli, Caserta, Italy
| | - Alvino Bisecco
- Department of Advanced Medical and Surgical Sciences, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Alessandro d'Ambrosio
- Department of Advanced Medical and Surgical Sciences, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Valentina Rippa
- Department of Advanced Medical and Surgical Sciences, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Mario Risi
- Department of Advanced Medical and Surgical Sciences, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Riccardo Maria Borgo
- Department of Advanced Medical and Surgical Sciences, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Daniela Buonanno
- Department of Advanced Medical and Surgical Sciences, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Teresa Cuomo
- Department of Neurology, Umberto I Hospital, Nocera Inferiore, Italy
| | - Alessandro Tessitore
- Department of Advanced Medical and Surgical Sciences, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Gabriella Santangelo
- Department of Psychology, University of Campania Luigi Vanvitelli, Caserta, Italy
| | - Antonio Gallo
- Department of Advanced Medical and Surgical Sciences, University of Campania Luigi Vanvitelli, Naples, Italy
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Huang J, Liang Y, Wang J, Shan Y, Zhao C, Li Q, Dong H, Lu J. Quantitative synthetic MRI for evaluation of hippocampus in patients with multiple sclerosis. Brain Res 2025; 1847:149298. [PMID: 39490955 DOI: 10.1016/j.brainres.2024.149298] [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: 05/11/2024] [Revised: 09/18/2024] [Accepted: 10/23/2024] [Indexed: 11/05/2024]
Abstract
OBJECTIVE To identify early changes in hippocampal quantitative parameters in multiple sclerosis (MS) patients using synthetic MRI, and to correlate these changes with clinical variables. METHODS 45 MS patients and 26 healthy controls (HCs) underwent synthetic MRI and 3D-T1 MRI. The hippocampus volumes were assessed by using voxel-based morphometry. Synthetic MRI parameters (T1, T2, and proton density (PD)) from hippocampus and its subfield were measured and compared, and their associations with the Expanded Disability Status Scale (EDSS), Symbol Digit Modalities Test (SDMT) scores were further investigated. RESULTS There was no significant difference in hippocampal volume between MS patients and HCs. Compared with HCs, the T1, T2 and PD values of hippocampus and its subfield increased in MS patients. T2 values showed positive correlation with EDSS and negative correlation with SDMT. CONCLUSIONS Synthetic MRI can detect subtle quantitative changes of the hippocampus in MS patients with normal hippocampal volume. Specifically, Synthetic MRI parameters may apply as potentially effective imaging biomarker for hippocampus evaluation.
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Affiliation(s)
- Jing Huang
- Department of Radiology and Nuclear Medicine, Xuanwu Hospital, Capital Medical University, Beijing, China; Beijing Key Laboratory of Magnetic Resonance Imaging and Brain Informatics, Capital Medical University, Beijing, China
| | - Yan Liang
- Department of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Jiyuan Wang
- Department of Radiology and Nuclear Medicine, Xuanwu Hospital, Capital Medical University, Beijing, China; Beijing Key Laboratory of Magnetic Resonance Imaging and Brain Informatics, Capital Medical University, Beijing, China
| | - Yi Shan
- Department of Radiology and Nuclear Medicine, Xuanwu Hospital, Capital Medical University, Beijing, China; Beijing Key Laboratory of Magnetic Resonance Imaging and Brain Informatics, Capital Medical University, Beijing, China
| | - Cheng Zhao
- Department of Radiology and Nuclear Medicine, Xuanwu Hospital, Capital Medical University, Beijing, China; Beijing Key Laboratory of Magnetic Resonance Imaging and Brain Informatics, Capital Medical University, Beijing, China
| | - Qiongge Li
- Department of Radiology and Nuclear Medicine, Xuanwu Hospital, Capital Medical University, Beijing, China; Beijing Key Laboratory of Magnetic Resonance Imaging and Brain Informatics, Capital Medical University, Beijing, China
| | - Huiqing Dong
- Department of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Jie Lu
- Department of Radiology and Nuclear Medicine, Xuanwu Hospital, Capital Medical University, Beijing, China; Beijing Key Laboratory of Magnetic Resonance Imaging and Brain Informatics, Capital Medical University, Beijing, China.
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Hosseini E, Sepehrinezhad A, Momeni J, Ascenzi BM, Gorji A, Sahab-Negah S. The Telencephalon. FROM ANATOMY TO FUNCTION OF THE CENTRAL NERVOUS SYSTEM 2025:401-427. [DOI: 10.1016/b978-0-12-822404-5.00014-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2025]
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Wender CLA, Arbelaez O, Tong TT, Salter A, Wylie GR, Motl RW, Sandroff BM, Chiaravalloti ND. Rationale and methodology for examining the combination of aerobic exercise and cognitive rehabilitation on new learning and memory in persons with multiple sclerosis and mobility disability: Protocol for a randomized controlled trial. Contemp Clin Trials 2024; 144:107630. [PMID: 39002892 DOI: 10.1016/j.cct.2024.107630] [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: 03/13/2024] [Revised: 06/14/2024] [Accepted: 07/09/2024] [Indexed: 07/15/2024]
Abstract
BACKGROUND This paper describes the protocol for a Phase I/II, parallel-group, single-blind randomized controlled trial (RCT). The RCT investigates the combined effects of 12-weeks of aerobic exercise training (AET) integrated with virtual reality (VR) and cognitive rehabilitation (CR) on new learning and memory in 78 persons with multiple sclerosis (MS) who have mobility disability and objective impairments in learning and memory. METHODS Participants will undergo baseline assessments consisting of neuropsychological testing, neuroimaging, self-report questionnaires, and cardiorespiratory fitness. Participants will then be randomized into one of two conditions using concealed allocation: aerobic cycling exercise that incorporates VR combined with CR or stretching and toning (i.e., active control; S/T) combined with CR. Participants will be masked regarding the intent of the conditions. After 7-weeks of exercise alone, the 5-week Kessler Foundation modified Story Memory Technique (KF-mSMT®) will be integrated into the training. After the 12-week training period, participants will complete the same measures as at baseline administered by treatment-blinded assessors. Primary study outcomes include new learning and memory (NLM) measured by a small battery of neuropsychological assessments that assess list learning (California Verbal Learning Test-II), prose memory (Memory Assessment Scale), visuospatial memory (Brief Visuospatial Memory Test-Revised), and everyday memory (Ecological Memory Simulations). Secondary study outcomes include neuroimaging outcomes of hippocampal structure, function, and connectivity. CONCLUSION If successful, this trial will provide the first Class I evidence supporting the unique combination of aerobic cycling exercise with VR and CR for treating MS-related learning and memory impairments in persons with mobility disability.
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Affiliation(s)
- Carly L A Wender
- Center for Neuropsychology & Neuroscience Research, Kessler Foundation, East Hanover, NJ, USA; Department of Physical Medicine and Rehabilitation, Rutgers-NJ Medical School, Newark, NJ, USA.
| | - Odalys Arbelaez
- Center for Neuropsychology & Neuroscience Research, Kessler Foundation, East Hanover, NJ, USA
| | - Tien T Tong
- Center for Neuropsychology & Neuroscience Research, Kessler Foundation, East Hanover, NJ, USA
| | - Amber Salter
- Department of Neurology, University of Texas Southwestern, Dallas, TX, USA
| | - Glenn R Wylie
- Center for Neuropsychology & Neuroscience Research, Kessler Foundation, East Hanover, NJ, USA; Department of Physical Medicine and Rehabilitation, Rutgers-NJ Medical School, Newark, NJ, USA
| | - Robert W Motl
- Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL, USA
| | - Brian M Sandroff
- Center for Neuropsychology & Neuroscience Research, Kessler Foundation, East Hanover, NJ, USA; Department of Physical Medicine and Rehabilitation, Rutgers-NJ Medical School, Newark, NJ, USA
| | - Nancy D Chiaravalloti
- Center for Neuropsychology & Neuroscience Research, Kessler Foundation, East Hanover, NJ, USA; Department of Physical Medicine and Rehabilitation, Rutgers-NJ Medical School, Newark, NJ, USA
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5
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Jellinger KA. Cognitive impairment in multiple sclerosis: from phenomenology to neurobiological mechanisms. J Neural Transm (Vienna) 2024; 131:871-899. [PMID: 38761183 DOI: 10.1007/s00702-024-02786-y] [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: 03/22/2024] [Accepted: 05/08/2024] [Indexed: 05/20/2024]
Abstract
Multiple sclerosis (MS) is an autoimmune-mediated disease of the central nervous system characterized by inflammation, demyelination and chronic progressive neurodegeneration. Among its broad and unpredictable range of clinical symptoms, cognitive impairment (CI) is a common and disabling feature greatly affecting the patients' quality of life. Its prevalence is 20% up to 88% with a wide variety depending on the phenotype of MS, with highest frequency and severity in primary progressive MS. Involving different cognitive domains, CI is often associated with depression and other neuropsychiatric symptoms, but usually not correlated with motor and other deficits, suggesting different pathophysiological mechanisms. While no specific neuropathological data for CI in MS are available, modern research has provided evidence that it arises from the disease-specific brain alterations. Multimodal neuroimaging, besides structural changes of cortical and deep subcortical gray and white matter, exhibited dysfunction of fronto-parietal, thalamo-hippocampal, default mode and cognition-related networks, disruption of inter-network connections and involvement of the γ-aminobutyric acid (GABA) system. This provided a conceptual framework to explain how aberrant pathophysiological processes, including oxidative stress, mitochondrial dysfunction, autoimmune reactions and disruption of essential signaling pathways predict/cause specific disorders of cognition. CI in MS is related to multi-regional patterns of cerebral disturbances, although its complex pathogenic mechanisms await further elucidation. This article, based on systematic analysis of PubMed, Google Scholar and Cochrane Library, reviews current epidemiological, clinical, neuroimaging and pathogenetic evidence that could aid early identification of CI in MS and inform about new therapeutic targets and strategies.
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Affiliation(s)
- Kurt A Jellinger
- Institute of Clinical Neurobiology, Alberichgasse 5/13, Vienna, A-1150, Austria.
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Pontillo G, Cepas MB, Broeders TAA, Koubiyr I, Schoonheim MM. Network Analysis in Multiple Sclerosis and Related Disorders. Neuroimaging Clin N Am 2024; 34:375-384. [PMID: 38942522 DOI: 10.1016/j.nic.2024.03.008] [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: 06/30/2024]
Abstract
Multiple sclerosis (MS) is a neuroinflammatory and neurodegenerative disease of the central nervous system, commonly featuring disability and cognitive impairment. The pathologic hallmark of MS lies in demyelination and hence impaired structural and functional neuronal pathways. Recent studies have shown that MS shows extensive structural disconnection of key network hub areas like the thalamus, combined with a functional network reorganization that can mostly be related to poorer clinical functioning. As MS can, therefore, be considered a network disorder, this review outlines recent innovations in the field of network neuroscience in MS.
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Affiliation(s)
- Giuseppe Pontillo
- MS Center Amsterdam, Anatomy and Neurosciences, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, De Boelelaan 1117, 1081 HV Amsterdam, Postbus 7057, 1007 MB, Amsterdam, The Netherlands; MS Center Amsterdam, Radiology and Nuclear Medicine, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, De Boelelaan 1117, 1081 HV Amsterdam, Postbus 7057, 1007 MB, Amsterdam, The Netherlands.
| | - Mar Barrantes Cepas
- MS Center Amsterdam, Anatomy and Neurosciences, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, De Boelelaan 1117, 1081 HV Amsterdam, Postbus 7057, 1007 MB, Amsterdam, The Netherlands
| | - Tommy A A Broeders
- MS Center Amsterdam, Anatomy and Neurosciences, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, De Boelelaan 1117, 1081 HV Amsterdam, Postbus 7057, 1007 MB, Amsterdam, The Netherlands
| | - Ismail Koubiyr
- MS Center Amsterdam, Anatomy and Neurosciences, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, De Boelelaan 1117, 1081 HV Amsterdam, Postbus 7057, 1007 MB, Amsterdam, The Netherlands
| | - Menno M Schoonheim
- MS Center Amsterdam, Anatomy and Neurosciences, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, De Boelelaan 1117, 1081 HV Amsterdam, Postbus 7057, 1007 MB, Amsterdam, The Netherlands
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Ashrafpour S, Nasr-Taherabadi MJ, Sabouri-Rad A, Hosseinzadeh S, Pourabdolhossein F. Arbutin intervention ameliorates memory impairment in a rat model of lysolecethin induced demyelination: Neuroprotective and anti-inflammatory effects. Behav Brain Res 2024; 469:115041. [PMID: 38723674 DOI: 10.1016/j.bbr.2024.115041] [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: 03/06/2024] [Revised: 04/17/2024] [Accepted: 05/03/2024] [Indexed: 05/23/2024]
Abstract
Cognitive impairment (CI) and memory deficit are prevalent manifestations of multiple sclerosis (MS). This study explores the therapeutic potential of arbutin on memory deficits using a rat hippocampal demyelination model induced by lysophosphatidylcholine (LPC). Demyelination was induced by bilateral injection of 1% LPC into the CA1 area of the hippocampus, and the treated group received daily arbutin injections (50 mg/kg, i.p) for two weeks. Arbutin significantly improved memory impairment 14 days post-demyelination as assessed by Morris water maze test. Histological and immunohistochemical analyses demonstrated that arbutin reduced demyelination suppressed pro-inflammatory markers (IL-1β, TNF-α) and increased anti-inflammatory cytokine IL-10. Arbutin also diminished astrocyte activation, decreased iNOS, enhanced anti-oxidative factors (Nrf2, HO-1), and exhibited neuroprotective effects by elevating myelin markers (MBP) and brain derived neurotrophic factor (BDNF). These findings propose arbutin as a potential therapeutic candidate for multiple sclerosis-associated memory deficits, warranting further clinical exploration.
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Affiliation(s)
- Sahand Ashrafpour
- Mobility Impairment Research Center, Health Research Institute, Babol University of Medical Sciences, Babol, Iran; Student Research Committee, Babol University of Medical Sciences, Babol, Iran
| | | | - Alie Sabouri-Rad
- Student Research Committee, Babol University of Medical Sciences, Babol, Iran
| | - Soheila Hosseinzadeh
- Department of Neuroscience and Addiction Studies, School of Advanced Technologies in Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Fereshteh Pourabdolhossein
- Cellular and Molecular Biology Research Center, Health Research Institute, Babol University of Medical Sciences, Babol, Iran; Department of Physiology, School of Medicine, Babol University of Medical Sciences, Babol, Iran.
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8
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Gich J, Salavedra-Pont J, Coll-Martinez C, Quintana E, Álvarez-Bravo G, Robles-Cedeño R, Buxó M, Contreras-Rodriguez O, Ramió-Torrentà L. The nature of memory impairment in multiple sclerosis: understanding different patterns over the course of the disease. Front Psychol 2024; 14:1269794. [PMID: 38298363 PMCID: PMC10828846 DOI: 10.3389/fpsyg.2023.1269794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2023] [Accepted: 12/06/2023] [Indexed: 02/02/2024] Open
Abstract
Introduction Memory deficit is one of the most common and severe cognitive impairments in patients with multiple sclerosis and can greatly affect their quality of life. However, there is currently no agreement as to the nature of memory deficit in multiple sclerosis. Methods This cross-sectional study, carried out at the Dr. Josep Trueta and Santa Caterina hospitals in Girona (Spain), was designed to determine the semiology of verbal memory deficit in the different stages of the disease. To this end, a modification of Rey's verbal auditory test was created by introducing two recognition trials between the five learning trials, thus monitoring what happens in terms of acquisition versus the retrieval of information during the learning phase. Linear regression models were used to evaluate verbal episodic memory performance between-groups adjusting results by age, sex, educational level, and the presence of anxiety and/or depressive symptoms. Results 133 patients with multiple sclerosis, clinically isolated syndrome, and radiologically isolated syndrome and 55 healthy controls aged 18-65 years were assessed. It was observed that the memory processes of multiple sclerosis patients worsen with the progression of the disease. In this respect, patients in pre-diagnostic phases (radiologically isolated syndrome and clinically isolated syndrome) show no differences in verbal episodic memory compared to the healthy controls. Patients in the inflammatory stage (relapsing-remitting multiple sclerosis) show a previously learned information retrieval deficit, while patients in progressive stages (secondary progressive multiple sclerosis and primary progressive multiple sclerosis) do not even correctly acquire information. Discussion These results provide significant information to assist in understanding the nature of memory deficits in multiple sclerosis over the course of the disease. These results are discussed in terms of possible cognitive rehabilitation strategies depending on the evolutive stage and are related to neuropathological mechanisms involved in the progression of the disease.
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Affiliation(s)
- Jordi Gich
- Girona Neuroimmunology 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
- Department of Medical Sciences, Faculty of Medicine, University of Girona, Girona, Spain
- Faculty of Psychology and Educational Sciences, University of Girona, Girona, Spain
| | - Judit Salavedra-Pont
- Girona Neuroimmunology 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
| | - Clàudia Coll-Martinez
- Girona Neuroimmunology 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
| | - Ester Quintana
- Neurodegeneration and Neuroinflammation Research Group, Girona Biomedical Research Institute (IDIBGI), Salt, Spain
- Department of Medical Sciences, Faculty of Medicine, University of Girona, Girona, Spain
| | - Gary Álvarez-Bravo
- Girona Neuroimmunology 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
| | - René Robles-Cedeño
- Girona Neuroimmunology 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
- Department of Medical Sciences, Faculty of Medicine, University of Girona, Girona, 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
| | - Maria Buxó
- Department of Statistics, Girona Biomedical Research Institute (IDIBGI), Salt, Spain
| | | | - Lluís Ramió-Torrentà
- Girona Neuroimmunology 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
- Department of Medical Sciences, Faculty of Medicine, University of Girona, Girona, 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
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Liu J, Tao J, Cai G, Chen J, Zhao L, Wang Y, Xu S, Chen R, Hu L, Cao J, Chen L, Tu Y. The altered hippocampal functional connectivity and serum brain-derived neurotrophic factor level predict cognitive decline in patients with knee osteoarthritis. Cereb Cortex 2023; 33:10584-10594. [PMID: 37653604 DOI: 10.1093/cercor/bhad305] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2023] [Revised: 07/31/2023] [Accepted: 08/02/2023] [Indexed: 09/02/2023] Open
Abstract
Patients with knee osteoarthritis (KOA) often suffer from cognitive decline and increased dementia risk, but the neurobiological mechanisms remain unclear. In this study, we evaluated cognitive performance and collected brain magnetic resonance imaging (MRI) data and blood samples from cognitively normal KOA patients at baseline sessions and reevaluated their cognition after 5 years. We also collected MRI data from matched healthy controls. Results showed that KOA patients exhibited dysregulated functional connectivities between the hippocampus and thalamus/superior frontal gyrus compared with healthy controls. The altered hippocampal functional connectivities were associated with serum brain-derived neurotrophic factor (BDNF) levels and spatial expression of genes enriched in synaptic plasticity. The hippocampus-thalamus functional connectivity was significantly correlated with patients' memory scores. Moreover, the baseline hippocampus-thalamus functional connectivity and BDNF levels significantly predicted the development of cognitive decline in KOA patients in the follow-up session. Our findings provide insight into the neurobiological underpinnings of KOA and cognitive decline.
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Affiliation(s)
- Jiao Liu
- National-Local Joint Engineering Research Center of Rehabilitation Medicine Technology, Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian 350122, China
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian 350122, China
| | - Jing Tao
- National-Local Joint Engineering Research Center of Rehabilitation Medicine Technology, Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian 350122, China
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian 350122, China
- Key Laboratory of Orthopedics & Traumatology of Traditional Chinese Medicine and Rehabilitation, Ministry of Education, Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian 350122, China
| | - Guiyan Cai
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian 350122, China
| | - Jie Chen
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing 100101, China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing 100101, China
| | - Lei Zhao
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing 100101, China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing 100101, China
| | - Yajun Wang
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian 350122, China
| | - Shurui Xu
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian 350122, China
| | - Ruilin Chen
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian 350122, China
| | - Li Hu
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing 100101, China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing 100101, China
| | - Jin Cao
- School of Life Sciences, Beijing University of Chinese Medicine, Beijing 100029, China
| | - Lidian Chen
- National-Local Joint Engineering Research Center of Rehabilitation Medicine Technology, Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian 350122, China
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian 350122, China
| | - Yiheng Tu
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing 100101, China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing 100101, China
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10
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Romanò F, Motl RW, Valsasina P, Amato MP, Brichetto G, Bruschi N, Chataway J, Chiaravalloti ND, Cutter G, Dalgas U, DeLuca J, Farrell R, Feys P, Freeman J, Inglese M, Meza C, Salter A, Sandroff BM, Feinstein A, Rocca MA, Filippi M. Abnormal thalamic functional connectivity correlates with cardiorespiratory fitness and physical activity in progressive multiple sclerosis. J Neurol 2023; 270:3213-3224. [PMID: 36933030 DOI: 10.1007/s00415-023-11664-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Revised: 03/08/2023] [Accepted: 03/09/2023] [Indexed: 03/19/2023]
Abstract
BACKGROUND Altered thalamic volumes and resting state (RS) functional connectivity (FC) might be associated with physical activity (PA) and cardiorespiratory fitness (CRF) in people with progressive multiple sclerosis (PMS). OBJECTIVES To assess thalamic structural and functional alterations and investigate their correlations with PA/CRF levels in people with PMS. METHODS Seven-day accelerometry and cardiopulmonary exercise testing were used to assess PA/CRF levels in 91 persons with PMS. They underwent 3.0 T structural and RS fMRI acquisition with 37 age/sex-matched healthy controls (HC). Between-group comparisons of MRI measures and their correlations with PA/CRF variables were assessed. RESULTS PMS people had lower volumes compared to HC (all p < 0.001). At corrected threshold, PMS showed decreased intra- and inter-thalamic RS FC, and increased RS FC between the thalamus and the hippocampus, bilaterally. At uncorrected threshold, decreased thalamic RS FC with caudate nucleus, cerebellum and anterior cingulate cortex (ACC), as well as increased thalamic RS FC with occipital regions, were also detected. Lower CRF, measured as peak oxygen consumption (VO2peak), correlated with lower white matter volume (r = 0.31, p = 0.03). Moreover, lower levels of light PA correlated with increased thalamic RS FC with the right hippocampus (r = - 0.3, p = 0.05). DISCUSSION People with PMS showed widespread brain atrophy, as well as pronounced intra-thalamic and thalamo-hippocampal RS FC abnormalities. White matter atrophy correlated with CRF, while increased thalamo-hippocampal RS FC was associated to worse PA levels. Thalamic RS FC might be used to monitor physical impairment and efficacy of rehabilitative and disease-modifying treatments in future studies.
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Affiliation(s)
- Francesco Romanò
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132, Milan, Italy
| | - Robert W Motl
- Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL, USA
| | - Paola Valsasina
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132, Milan, Italy
| | - Maria Pia Amato
- Section Neurosciences, Department NEUROFARBA, University of Florence, Florence, Italy.,IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy
| | - Giampaolo Brichetto
- Scientific Research Area, Italian Multiple Sclerosis Foundation (FISM), Via Operai 40, 16149, Genoa, Italy.,AISM Rehabilitation Service, Italian Multiple Sclerosis Society, Via Operai 30, 16149, Genoa, Italy
| | - Nicolò Bruschi
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, and Center of Excellence for Biomedical Research, University of Genoa, Genoa, Italy
| | - Jeremy Chataway
- Faculty of Brain Sciences, Queen Square MS Centre, UCL Queen Square Institute of Neurology, UCL, London, UK.,Biomedical Research Centre, National Institute for Health Research, University College London Hospitals, London, UK
| | - Nancy D Chiaravalloti
- Kessler Foundation, West Orange, NJ, USA.,Department of Physical Medicine & Rehabilitation, Rutgers NJ Medical School, Newark, NJ, USA
| | - Gary Cutter
- Department of Biostatistics, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Ulrik Dalgas
- Exercise Biology, Department of Public Health, Aarhus University, Dalgas Avenue 4, 8000, Aarhus, Denmark
| | - John DeLuca
- Kessler Foundation, West Orange, NJ, USA.,Department of Physical Medicine & Rehabilitation, Rutgers NJ Medical School, Newark, NJ, USA
| | - Rachel Farrell
- Faculty of Brain Sciences, Queen Square MS Centre, UCL Queen Square Institute of Neurology, UCL, London, UK
| | - Peter Feys
- Faculty of Rehabilitation Sciences, REVAL, Hasselt University, Diepenbeek, Belgium.,UMSC Hasselt, Pelt, Belgium
| | - Jennifer Freeman
- Faculty of Health, School of Health Professions, University of Plymouth, Devon, UK
| | - Matilde Inglese
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, and Center of Excellence for Biomedical Research, University of Genoa, Genoa, Italy.,IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Cecilia Meza
- Department of Psychiatry, University of Toronto and Sunnybrook Health Sciences Centre, Toronto, ON, M5R 3B6, Canada
| | - Amber Salter
- Section on Statistical Planning and Analysis, Department of Neurology, UT Southwestern Medical Center, Dallas, TX, USA
| | - Brian M Sandroff
- Kessler Foundation, West Orange, NJ, USA.,Department of Physical Medicine & Rehabilitation, Rutgers NJ Medical School, Newark, NJ, USA
| | - Anthony Feinstein
- Department of Psychiatry, University of Toronto and Sunnybrook Health Sciences Centre, Toronto, ON, M5R 3B6, Canada
| | - 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. .,Vita-Salute San Raffaele University, Milan, Italy. .,Neurorehabilitation Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy. .,Neurophysiology Service, IRCCS San Raffaele Scientific Institute, Milan, Italy.
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11
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Hejazi S, Karwowski W, Farahani FV, Marek T, Hancock PA. Graph-Based Analysis of Brain Connectivity in Multiple Sclerosis Using Functional MRI: A Systematic Review. Brain Sci 2023; 13:brainsci13020246. [PMID: 36831789 PMCID: PMC9953947 DOI: 10.3390/brainsci13020246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Revised: 01/16/2023] [Accepted: 01/17/2023] [Indexed: 02/04/2023] Open
Abstract
(1) Background: Multiple sclerosis (MS) is an immune system disease in which myelin in the nervous system is affected. This abnormal immune system mechanism causes physical disabilities and cognitive impairment. Functional magnetic resonance imaging (fMRI) is a common neuroimaging technique used in studying MS. Computational methods have recently been applied for disease detection, notably graph theory, which helps researchers understand the entire brain network and functional connectivity. (2) Methods: Relevant databases were searched to identify articles published since 2000 that applied graph theory to study functional brain connectivity in patients with MS based on fMRI. (3) Results: A total of 24 articles were included in the review. In recent years, the application of graph theory in the MS field received increased attention from computational scientists. The graph-theoretical approach was frequently combined with fMRI in studies of functional brain connectivity in MS. Lower EDSSs of MS stage were the criteria for most of the studies (4) Conclusions: This review provides insights into the role of graph theory as a computational method for studying functional brain connectivity in MS. Graph theory is useful in the detection and prediction of MS and can play a significant role in identifying cognitive impairment associated with MS.
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Affiliation(s)
- Sara Hejazi
- Computational Neuroergonomics Laboratory, Department of Industrial Engineering and Management Systems, University of Central Florida, Orlando, FL 32816, USA
- Correspondence:
| | - Waldemar Karwowski
- Computational Neuroergonomics Laboratory, Department of Industrial Engineering and Management Systems, University of Central Florida, Orlando, FL 32816, USA
| | - Farzad V. Farahani
- Department of Biostatistics, Johns Hopkins University, Baltimore, MD 21218, USA
| | - Tadeusz Marek
- Department of Cognitive Neuroscience and Neuroergonomics, Institute of Applied Psychology, Jagiellonian University, 30-348 Kraków, Poland
| | - P. A. Hancock
- Department of Psychology, University of Central Florida, Orlando, FL 32816, USA
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12
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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: 0.3] [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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13
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Rocca MA, Schoonheim MM, Valsasina P, Geurts JJG, Filippi M. Task- and resting-state fMRI studies in multiple sclerosis: From regions to systems and time-varying analysis. Current status and future perspective. Neuroimage Clin 2022; 35:103076. [PMID: 35691253 PMCID: PMC9194954 DOI: 10.1016/j.nicl.2022.103076] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Revised: 06/01/2022] [Accepted: 06/02/2022] [Indexed: 01/12/2023]
Abstract
Functional MRI is able to detect adaptive and maladaptive abnormalities at different MS stages. Increased fMRI activity is a feature of early MS, while progressive exhaustion of adaptive mechanisms is detected later on in the disease. Collapse of long-range connections and impaired hub integration characterize MS network reorganization. Time-varying connectivity analysis provides useful and complementary pieces of information to static functional connectivity. New perspectives might be the use of multimodal MRI and artificial intelligence.
Multiple sclerosis (MS) is a neurological disorder affecting the central nervous system and features extensive functional brain changes that are poorly understood but relate strongly to clinical impairments. Functional magnetic resonance imaging (fMRI) is a non-invasive, powerful technique able to map activity of brain regions and to assess how such regions interact for an efficient brain network. FMRI has been widely applied to study functional brain changes in MS, allowing to investigate functional plasticity consequent to disease-related structural injury. The first studies in MS using active fMRI tasks mainly aimed to study such plastic changes by identifying abnormal activity in salient brain regions (or systems) involved by the task. In later studies the focus shifted towards resting state (RS) functional connectivity (FC) studies, which aimed to map large-scale functional networks of the brain and to establish how MS pathology impairs functional integration, eventually leading to the hypothesized network collapse as patients clinically progress. This review provides a summary of the main findings from studies using task-based and RS fMRI and illustrates how functional brain alterations relate to clinical disability and cognitive deficits in this condition. We also give an overview of longitudinal studies that used task-based and RS fMRI to monitor disease evolution and effects of motor and cognitive rehabilitation. In addition, we discuss the results of studies using newer technologies involving time-varying FC to investigate abnormal dynamism and flexibility of network configurations in MS. Finally, we show some preliminary results from two recent topics (i.e., multimodal MRI analysis and artificial intelligence) that are receiving increasing attention. Together, these functional studies could provide new (conceptual) insights into disease stage-specific mechanisms underlying progression in MS, with recommendations for future research.
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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.
| | - Menno M Schoonheim
- Department of Anatomy and Neurosciences, MS Center Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Paola Valsasina
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Jeroen J G Geurts
- Department of Anatomy and Neurosciences, MS Center Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - 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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14
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Di Filippo M, Mancini A, Bellingacci L, Gaetani L, Mazzocchetti P, Zelante T, La Barbera L, De Luca A, Tantucci M, Tozzi A, Durante V, Sciaccaluga M, Megaro A, Chiasserini D, Salvadori N, Lisetti V, Portaccio E, Costa C, Sarchielli P, Amato MP, Parnetti L, Viscomi MT, Romani L, Calabresi P. Interleukin-17 affects synaptic plasticity and cognition in an experimental model of multiple sclerosis. Cell Rep 2021; 37:110094. [PMID: 34879272 DOI: 10.1016/j.celrep.2021.110094] [Citation(s) in RCA: 52] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Revised: 08/06/2021] [Accepted: 11/12/2021] [Indexed: 12/20/2022] Open
Abstract
Cognitive impairment (CI) is a disabling concomitant of multiple sclerosis (MS) with a complex and controversial pathogenesis. The cytokine interleukin-17A (IL-17A) is involved in the immune pathogenesis of MS, but its possible effects on synaptic function and cognition are still largely unexplored. In this study, we show that the IL-17A receptor (IL-17RA) is highly expressed by hippocampal neurons in the CA1 area and that exposure to IL-17A dose-dependently disrupts hippocampal long-term potentiation (LTP) through the activation of its receptor and p38 mitogen-activated protein kinase (MAPK). During experimental autoimmune encephalomyelitis (EAE), IL-17A overexpression is paralleled by hippocampal LTP dysfunction. An in vivo behavioral analysis shows that visuo-spatial learning abilities are preserved when EAE is induced in mice lacking IL-17A. Overall, this study suggests a key role for the IL-17 axis in the neuro-immune cross-talk occurring in the hippocampal CA1 area and its potential involvement in synaptic dysfunction and MS-related CI.
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MESH Headings
- Animals
- Behavior, Animal
- CA1 Region, Hippocampal/metabolism
- CA1 Region, Hippocampal/pathology
- CA1 Region, Hippocampal/physiopathology
- Cognition
- Encephalomyelitis, Autoimmune, Experimental/metabolism
- Encephalomyelitis, Autoimmune, Experimental/pathology
- Encephalomyelitis, Autoimmune, Experimental/physiopathology
- Encephalomyelitis, Autoimmune, Experimental/psychology
- Interleukin-17/genetics
- Interleukin-17/metabolism
- Long-Term Potentiation
- Male
- Mice, Biozzi
- Mice, Inbred C57BL
- Mice, Knockout
- Neuronal Plasticity
- Receptors, Interleukin-17/genetics
- Receptors, Interleukin-17/metabolism
- Signal Transduction
- Spatial Learning
- Synapses/metabolism
- Synapses/pathology
- p38 Mitogen-Activated Protein Kinases
- Mice
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Affiliation(s)
- Massimiliano Di Filippo
- Section of Neurology, Department of Medicine and Surgery, University of Perugia, Perugia, Italy.
| | - Andrea Mancini
- Section of Neurology, Department of Medicine and Surgery, University of Perugia, Perugia, Italy
| | - Laura Bellingacci
- Section of Neurology, Department of Medicine and Surgery, University of Perugia, Perugia, Italy
| | - Lorenzo Gaetani
- Section of Neurology, Department of Medicine and Surgery, University of Perugia, Perugia, Italy
| | - Petra Mazzocchetti
- Section of Neurology, Department of Medicine and Surgery, University of Perugia, Perugia, Italy
| | - Teresa Zelante
- Section of Pathology, Department of Medicine and Surgery, University of Perugia, Perugia, Italy
| | - Livia La Barbera
- Unit of Molecular Neurosciences, Department of Medicine, University Campus-Biomedico, Rome, Italy
| | - Antonella De Luca
- Section of Pathology, Department of Medicine and Surgery, University of Perugia, Perugia, Italy
| | - Michela Tantucci
- Section of Neurology, Department of Medicine and Surgery, University of Perugia, Perugia, Italy
| | - Alessandro Tozzi
- Section of Physiology and Biochemistry, Department of Medicine and Surgery, University of Perugia, Perugia, Italy
| | - Valentina Durante
- Section of Neurology, Department of Medicine and Surgery, University of Perugia, Perugia, Italy
| | - Miriam Sciaccaluga
- Section of Neurology, Department of Medicine and Surgery, University of Perugia, Perugia, Italy
| | - Alfredo Megaro
- Section of Neurology, Department of Medicine and Surgery, University of Perugia, Perugia, Italy
| | - Davide Chiasserini
- Section of Physiology and Biochemistry, Department of Medicine and Surgery, University of Perugia, Perugia, Italy
| | - Nicola Salvadori
- Section of Neurology, Department of Medicine and Surgery, University of Perugia, Perugia, Italy
| | - Viviana Lisetti
- Section of Neurology, Department of Medicine and Surgery, University of Perugia, Perugia, Italy
| | - Emilio Portaccio
- Department of NEUROFARBA, University of Florence, Florence, Italy
| | - Cinzia Costa
- Section of Neurology, Department of Medicine and Surgery, University of Perugia, Perugia, Italy
| | - Paola Sarchielli
- Section of Neurology, Department of Medicine and Surgery, University of Perugia, Perugia, Italy
| | - Maria Pia Amato
- Department of NEUROFARBA, University of Florence, Florence, Italy; IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy
| | - Lucilla Parnetti
- Section of Neurology, Department of Medicine and Surgery, University of Perugia, Perugia, Italy
| | - Maria Teresa Viscomi
- Section of Histology and Embryology, Department of Life Science and Public Health, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Luigina Romani
- Section of Pathology, Department of Medicine and Surgery, University of Perugia, Perugia, Italy
| | - Paolo Calabresi
- Neurology, Fondazione Policlinico Universitario Agostino Gemelli, IRCCS, Rome, Italy; Section of Neurology, Department of Neuroscience, Università Cattolica del Sacro Cuore, Rome, Italy
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15
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Sandroff BM, Wylie GR, Baird JF, Jones CD, Diggs MD, Genova H, Bamman MM, Cutter GR, DeLuca J, Motl RW. Effects of walking exercise training on learning and memory and hippocampal neuroimaging outcomes in MS: A targeted, pilot randomized controlled trial. Contemp Clin Trials 2021; 110:106563. [PMID: 34496278 DOI: 10.1016/j.cct.2021.106563] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Revised: 07/26/2021] [Accepted: 09/03/2021] [Indexed: 01/21/2023]
Abstract
PURPOSE The current pilot study involved a single-blind, randomized controlled trial (RCT) on the effects of treadmill walking exercise training compared with an active control condition on learning and memory (L/M) and hippocampal neuroimaging outcomes in 11 fully-ambulatory persons with multiple sclerosis (MS) who demonstrated impairments in new learning. METHODS The study protocol is registered at clinicaltrials.gov: NCT03319771 (February 2018). Eleven fully-ambulatory persons with MS-related impairments in new learning were randomly assigned into either 12-weeks of supervised, treadmill walking exercise training or 12-weeks of low-intensity resistive exercise (active control condition). Participants underwent neuropsychological tests of L/M and hippocampal neuroimaging before and after the 12-week study period; outcomes were administered by treatment-blinded assessors. RESULTS There were moderate-to-large intervention effects on measures of verbal L/M (ηp2 = 0.11, d = 0.63, 95% CI: -0.61, 1.83), whereby those in the intervention condition demonstrated improvement in California Verbal Learning Test-II (CVLT-II) scores compared with the control condition. There were smaller effects on a composite L/M measure (ηp2 = 0.02, d = 0.28, 95% CI: -0.93, 1.46). There were large intervention effects on normalized hippocampal volume (ηp2 = 0.36, d = 1.13, 95% CI: 0.09, 2.82), whereby hippocampal volume was preserved in the intervention condition, compared with hippocampal atrophy in the control condition. By comparison, there were no intervention effects on hippocampal resting-state functional connectivity. CONCLUSIONS Collectively, this study provides initial proof-of-concept data for further examining treadmill walking exercise training as a possible behavioral approach for managing L/M impairment and preserving hippocampal volume as common and debilitating manifestations of MS.
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Affiliation(s)
- Brian M Sandroff
- Kessler Foundation, Center for Neuropsychology and Neuroscience Research, West Orange, NJ, United States of America; Department of Physical Medicine & Rehabilitation, Rutgers New Jersey Medical School, Newark, NJ, USA.
| | - Glenn R Wylie
- Kessler Foundation, Center for Neuropsychology and Neuroscience Research, West Orange, NJ, United States of America; Department of Physical Medicine & Rehabilitation, Rutgers New Jersey Medical School, Newark, NJ, USA
| | - Jessica F Baird
- University of Alabama at Birmingham, Department of Physical Therapy, Birmingham, AL, United States of America
| | - C Danielle Jones
- University of Alabama at Birmingham, Department of Physical Therapy, Birmingham, AL, United States of America
| | - M David Diggs
- University of Georgia, Department of Kinesiology, Athens, GA, United States of America
| | - Helen Genova
- Kessler Foundation, Center for Neuropsychology and Neuroscience Research, West Orange, NJ, United States of America; Department of Physical Medicine & Rehabilitation, Rutgers New Jersey Medical School, Newark, NJ, USA
| | - Marcas M Bamman
- University of Alabama at Birmingham, Departments of Cell, Developmental, & Integrative Biology; Medicine; and Neurology, Birmingham, AL, United States of America
| | - Gary R Cutter
- University of Alabama at Birmingham, Department of Biostatistics, Birmingham, AL, United States of America
| | - John DeLuca
- Kessler Foundation, Center for Neuropsychology and Neuroscience Research, West Orange, NJ, United States of America; Department of Physical Medicine & Rehabilitation, Rutgers New Jersey Medical School, Newark, NJ, USA
| | - Robert W Motl
- University of Alabama at Birmingham, Department of Physical Therapy, Birmingham, AL, United States of America
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16
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Arabmoazzen S, Mirshekar MA. Evaluation of the effects of metformin as adenosine monophosphate-activated protein kinase activator on spatial learning and memory in a rat model of multiple sclerosis disease. Biomed Pharmacother 2021; 141:111932. [PMID: 34323699 DOI: 10.1016/j.biopha.2021.111932] [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: 05/05/2020] [Revised: 06/26/2021] [Accepted: 07/14/2021] [Indexed: 10/20/2022] Open
Abstract
In patients with multiple sclerosis (MS) disease, cognitive deficits have been detected because of destruction of hippocampus. Cognitive impairment is one of the common signs in MS. Recent studies showed that metformin (Met) has wide-ranging effects in the treatment of diseases. Here, we have tried to study the preservative effects of Met as adenosine monophosphate-activated protein kinase (AMPK) activator on the hippocampus dentate gyrus (DG) neuronal firing pattern, motor coordination, and learning & memory loss following MS induction. The MS induction was done by local ethidium bromide (EB) injection into the rat hippocampus. Then, rats were treated with Met (200 mg/kg) for two weeks. Spatial memory and learning status were assessed using Morris water maze. A neuronal single-unit recording was measured from hippocampus DG. After decapitation, the bilateral hippocampi separated to measure malondialdehyde (MDA). Treatment with Met ameliorated latency times and path lengths (P < 0.05, P < 0.01, P < 0.001 in 1th, 2th, 3th and 4th days) in the Met + MS group respectively. The percent of total time spent in goal quarter and the average number of spikes/bin were decreased significantly in MS rats compared with the sham group (p < 0.001) but significantly increased in the metformin-treated MS group (Met + MS), (p < 0.01, p < 0.001). Met treatment in rats with MS significantly reduced the concentration of MDA, which is an indicator of lipid peroxidation compared to untreated groups. These observations show that increase of neuronal activity, sensory-motor coordination, and improvement of spatial memory in MS rats treated with Met appears via an increment of AMPK.
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Affiliation(s)
- Saiedeh Arabmoazzen
- Deputy of Research and Technology, Zahedan University of Medical Sciences, Zahedan, Iran
| | - Mohammad Ali Mirshekar
- Clinical Immunology Research Center, Zahedan University of Medical Sciences, Zahedan, Iran.
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17
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Jandric D, Doshi A, Scott R, Paling D, Rog D, Chataway J, Schoonheim M, Parker G, Muhlert N. A systematic review of resting state functional MRI connectivity changes and cognitive impairment in multiple sclerosis. Brain Connect 2021; 12:112-133. [PMID: 34382408 DOI: 10.1089/brain.2021.0104] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
INTRODUCTION Cognitive impairment in multiple sclerosis (MS) is increasingly being investigated with resting state functional MRI (rs-fMRI) functional connectivity (FC) . However, results remain difficult to interpret, showing both high and low FC associated with cognitive impairment. We conducted a systematic review of rs-fMRI studies in MS to understand whether the direction of FC change relates to cognitive dysfunction, and how this may be influenced by the choice of methodology. METHODS Embase, Medline and PsycINFO were searched for studies assessing cognitive function and rs-fMRI FC in adults with MS. RESULTS Fifty-seven studies were included in a narrative synthesis. Of these, 50 found an association between cognitive impairment and FC abnormalities. Worse cognition was linked to high FC in 18 studies, and to low FC in 17 studies. Nine studies found patterns of both high and low FC related to poor cognitive performance, in different regions or for different MR metrics. There was no clear link to increased FC during early stages of MS and reduced FC in later stages, as predicted by common models of MS pathology. Throughout, we found substantial heterogeneity in study methodology, and carefully consider how this may impact on the observed findings. DISCUSSION These results indicate an urgent need for greater standardisation in the field - in terms of the choice of MRI analysis and the definition of cognitive impairment. This will allow us to use rs-fMRI FC as a biomarker in future clinical studies, and as a tool to understand mechanisms underpinning cognitive symptoms in MS.
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Affiliation(s)
- Danka Jandric
- The University of Manchester, 5292, Oxford Road, Manchester, United Kingdom of Great Britain and Northern Ireland, M13 9PL;
| | - Anisha Doshi
- University College London, 4919, London, London, United Kingdom of Great Britain and Northern Ireland;
| | - Richelle Scott
- The University of Manchester, 5292, Manchester, United Kingdom of Great Britain and Northern Ireland;
| | - David Paling
- Royal Hallamshire Hospital, 105629, Sheffield, Sheffield, United Kingdom of Great Britain and Northern Ireland;
| | - David Rog
- Salford Royal Hospital, 105621, Salford, Salford, United Kingdom of Great Britain and Northern Ireland;
| | - Jeremy Chataway
- University College London, 4919, London, London, United Kingdom of Great Britain and Northern Ireland;
| | - Menno Schoonheim
- Amsterdam UMC Locatie VUmc, 1209, Anatomy & Neurosciences, Amsterdam, Noord-Holland, Netherlands;
| | - Geoff Parker
- University College London, 4919, London, London, United Kingdom of Great Britain and Northern Ireland.,The University of Manchester, 5292, Manchester, United Kingdom of Great Britain and Northern Ireland;
| | - Nils Muhlert
- The University of Manchester, 5292, Manchester, United Kingdom of Great Britain and Northern Ireland;
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18
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Microstructural MRI Correlates of Cognitive Impairment in Multiple Sclerosis: The Role of Deep Gray Matter. Diagnostics (Basel) 2021; 11:diagnostics11061103. [PMID: 34208650 PMCID: PMC8234586 DOI: 10.3390/diagnostics11061103] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Revised: 06/07/2021] [Accepted: 06/10/2021] [Indexed: 11/24/2022] Open
Abstract
Although cognitive impairment (CI) is frequently observed in people with multiple sclerosis (pwMS), its pathogenesis is still controversial. Conflicting results emerged concerning the role of microstructural gray matter (GM) damage especially when involving the deep GM structures. In this study, we aimed at evaluating whether differences in cortical and deep GM structures between apparently cognitively normal (ACN) and CI pwMS (36 subjects in total) are present, using an extensive set of diffusion MRI (dMRI) indices and conventional morphometry measures. The results revealed increased anisotropy and restriction over several deep GM structures in CI compared with ACN pwMS, while no changes in volume were present in the same areas. Conversely, reduced anisotropy/restriction values were detected in cortical regions, mostly the pericalcarine cortex and precuneus, combined with reduced thickness of the superior frontal gyrus and insula. Most of the dMRI metrics but none of the morphometric indices correlated with the Symbol Digit Modality Test. These results suggest that deep GM microstructural damage can be a strong anatomical substrate of CI in pwMS and might allow identifying pwMS at higher risk of developing CI.
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19
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Costers L, Van Schependom J, Laton J, Baijot J, Sjøgård M, Wens V, De Tiège X, Goldman S, D'Haeseleer M, D'hooghe MB, Woolrich M, Nagels G. The role of hippocampal theta oscillations in working memory impairment in multiple sclerosis. Hum Brain Mapp 2021; 42:1376-1390. [PMID: 33247542 PMCID: PMC7927306 DOI: 10.1002/hbm.25299] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Revised: 11/11/2020] [Accepted: 11/13/2020] [Indexed: 01/04/2023] Open
Abstract
Working memory (WM) problems are frequently present in people with multiple sclerosis (MS). Even though hippocampal damage has been repeatedly shown to play an important role, the underlying neurophysiological mechanisms remain unclear. This study aimed to investigate the neurophysiological underpinnings of WM impairment in MS using magnetoencephalography (MEG) data from a visual-verbal 2-back task. We analysed MEG recordings of 79 MS patients and 38 healthy subjects through event-related fields and theta (4-8 Hz) and alpha (8-13 Hz) oscillatory processes. Data was source reconstructed and parcellated based on previous findings in the healthy subject sample. MS patients showed a smaller maximum theta power increase in the right hippocampus between 0 and 400 ms than healthy subjects (p = .014). This theta power increase value correlated negatively with reaction time on the task in MS (r = -.32, p = .029). Evidence was provided that this relationship could not be explained by a 'common cause' confounding relationship with MS-related neuronal damage. This study provides the first neurophysiological evidence of the influence of hippocampal dysfunction on WM performance in MS.
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Affiliation(s)
- Lars Costers
- AIMS Lab, Center For NeurosciencesUZ Brussel, Vrije Universiteit BrusselBrusselBelgium
| | - Jeroen Van Schependom
- AIMS Lab, Center For NeurosciencesUZ Brussel, Vrije Universiteit BrusselBrusselBelgium
- Departement of Electronics and Informatics (ETRO)Vrije Universiteit BrusselBrusselBelgium
- Departement of RadiologyUZ BrusselBrusselBelgium
| | - Jorne Laton
- AIMS Lab, Center For NeurosciencesUZ Brussel, Vrije Universiteit BrusselBrusselBelgium
- Nuffield Department of Clinical NeurosciencesUniversity of OxfordOxfordUK
| | - Johan Baijot
- AIMS Lab, Center For NeurosciencesUZ Brussel, Vrije Universiteit BrusselBrusselBelgium
| | - Martin Sjøgård
- Laboratoire de Cartographie Fonctionnelle du Cerveau (LCFC)UNI—ULB Neuroscience Institute, Université libre de Bruxelles (ULB)BruxellesBelgium
| | - Vincent Wens
- Laboratoire de Cartographie Fonctionnelle du Cerveau (LCFC)UNI—ULB Neuroscience Institute, Université libre de Bruxelles (ULB)BruxellesBelgium
- Magnetoencephalography Unit, Department of Functional Neuroimaging, Service of Nuclear MedicineCUB‐Hôpital ErasmeBruxellesBelgium
| | - Xavier De Tiège
- Laboratoire de Cartographie Fonctionnelle du Cerveau (LCFC)UNI—ULB Neuroscience Institute, Université libre de Bruxelles (ULB)BruxellesBelgium
- Magnetoencephalography Unit, Department of Functional Neuroimaging, Service of Nuclear MedicineCUB‐Hôpital ErasmeBruxellesBelgium
| | - Serge Goldman
- Laboratoire de Cartographie Fonctionnelle du Cerveau (LCFC)UNI—ULB Neuroscience Institute, Université libre de Bruxelles (ULB)BruxellesBelgium
- Magnetoencephalography Unit, Department of Functional Neuroimaging, Service of Nuclear MedicineCUB‐Hôpital ErasmeBruxellesBelgium
| | - Miguel D'Haeseleer
- Department of NeurologyNational MS Center MelsbroekMelsbroekBelgium
- Department of NeurologyUZ BrusselsBruxellesBelgium
| | - Marie Beatrice D'hooghe
- Department of NeurologyNational MS Center MelsbroekMelsbroekBelgium
- Department of NeurologyUZ BrusselsBruxellesBelgium
| | - Mark Woolrich
- Oxford Centre for Human Brain Activity (OHBA)University of OxfordOxfordUK
- Oxford University Centre for Functional MRI of the Brain (FMRIB)University of OxfordOxfordUK
| | - Guy Nagels
- AIMS Lab, Center For NeurosciencesUZ Brussel, Vrije Universiteit BrusselBrusselBelgium
- Department of NeurologyUZ BrusselsBruxellesBelgium
- St Edmund HallUniversity of OxfordOxfordUK
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20
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[Clinical practicability of the cognitive screening battery BICAMS in patients with multiple sclerosis: results of the feasibility study in Germany]. DER NERVENARZT 2021; 92:1031-1041. [PMID: 33598773 PMCID: PMC8484165 DOI: 10.1007/s00115-021-01073-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Accepted: 01/04/2021] [Indexed: 11/02/2022]
Abstract
BACKGROUND Patients with multiple sclerosis (MS) suffer from cognitive impairment in 40-70% of the cases. There is evidence that the cognitive status is predictive for working ability and early retirement. Regular assessment of cognitive functionality is therefore urgently needed. PURPOSE The German validation of the Brief International Cognitive Assessment for Multiple Sclerosis (BICAMS) battery was evaluated in a multicentric way with respect to its feasibility in private neurological centers across Germany. METHODS Physician assistants were trained with respect to application and scoring of BICAMS. All scored test materials were evaluated by independent neuropsychological experts. RESULTS A total of 1606 BICAMS datasets were collected from 65 neurological centers. Of these 1573 datasets were analyzed of which 49.7% were correctly applied and scored while mistakes in application, scoring and transformation were found in 50.3%. Interrater reliability for each subtest was found to be ICC [Formula: see text] 0.953 when datasets containing mistakes were excluded. DISCUSSION In general, BICAMS is highly recommended to be applied in standard clinical care; however, it should be emphasized that although the interrater reliability in the final sample was high, serious mistakes were found in 50.3% of cases. From these findings we conclude that nonpsychological staff have to be even more intensively trained and supervised by experts in the application and scoring of BICAMS.
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21
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Levman J, Das A, MacDonald A, MacDonald P, Berrigan L, Takahashi E. Clinically detectable structural abnormalities in pediatric-onset multiple sclerosis: A large-scale magnetic resonance imaging analysis. Int J Dev Neurosci 2021; 81:200-208. [PMID: 33434299 DOI: 10.1002/jdn.10090] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Revised: 11/24/2020] [Accepted: 12/22/2020] [Indexed: 11/05/2022] Open
Abstract
BACKGROUND Multiple Sclerosis is characterized by neural demyelination. Structural magnetic resonance imaging (MRI) provides soft tissue contrast, which forms the basis of techniques for extracting regional biomarkers across a participant's brain. OBJECTIVES To investigate the clinical presentation of multiple sclerosis in a large-scale MRI analysis that includes thorough consideration of extractable structural measurements (average and variability of regional cortical thicknesses, cortical surface measurements, and volumes). METHODS We performed a large-scale retrospective analysis of 370 T1 structural volumetric MRIs from 64 participants with multiple sclerosis and compared them with a large cohort of neurotypical participants, consisting of 993 MRIs from 988 participants. Regionally distributed measurements of cortical thickness (average and standard deviation) were extracted along with surface area, surface curvature, and volumetric measurements. RESULTS The largest observed finding involved regionally distributed reductions in average cortical thickness, with the parahippocampal region exhibiting the largest effect size, a finding that may be linked with known hippocampal atrophy in multiple sclerosis. Group-wise differences were also observed in terms of distributed volume, surface area, and surface curvature measurements. CONCLUSIONS Participants with pediatric-onset multiple sclerosis present clinically with a variety of structural abnormalities, including perirhinal cortex thickness abnormalities not previously reported in the literature.
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Affiliation(s)
- Jacob Levman
- Department of Computer Science, St. Francis Xavier University, Antigonish, NS, Canada
| | - Avilash Das
- Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Allissa MacDonald
- Department of Biology, St. Francis Xavier University, Antigonish, NS, Canada
| | - Patrick MacDonald
- Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Lindsay Berrigan
- Department of Psychology, St. Francis Xavier University, Antigonish, NS, Canada
| | - Emi Takahashi
- Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
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22
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Gois LCDP, Pimentel-Silva LR, Damasceno BP, Damasceno A. Associations between cognitive and clinical disability across MS subtypes: The role of the underlying brain damage. Mult Scler Relat Disord 2020; 48:102701. [PMID: 33477004 DOI: 10.1016/j.msard.2020.102701] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Revised: 11/18/2020] [Accepted: 12/14/2020] [Indexed: 11/18/2022]
Abstract
BACKGROUND Cognitive impairment (CI) is present in all stages and subtypes of multiple sclerosis (MS). However, the majority of studies examined relapsing-remitting (RRMS) patients, and did not address cognitive phenotyping. Is still not clear whether patients with progressive MS (PMS) have a distinct pattern of CI compared to RRMS. In addition, there is conflicting data regarding the correlation between clinical and cognitive disability. OBJECTIVE To investigate the differences of CI between PMS and RRMS patients, evaluating cognitive phenotypes. We also aimed to analyze the association between physical and cognitive disability with MRI measures of grey-matter atrophy and lesion burden. METHODS Thirty patients with PMS and twenty-four with RRMS underwent neurological, neuropsychological (BRB-N, Boston Naming, and Tower of London), and MRI assessments (3T). Brain volume evaluations were performed using FreeSurfer. Principal Components Analysis on neuropsychological yielded six principal cognitive domains. Cognitive deficits were classified according to three categories: no CI, impairment in isolated cognitive domain, or impairment in combined domains. RESULTS In the overall sample, the most frequently impaired cognitive domains were information processing speed (IPS) and visual memory. PMS patients had a higher prevalence of verbal memory and verbal fluency deficits, and more frequent impairment in combined cognitive domains compared to RRMS individuals. After multivariable regression analysis with clinical variables, EDSS was associated with most cognitive domains. Nevertheless, after including T1-lesion volume in the model, it was the most consistent predictor of cognitive performance. To further analyze the interaction between EDSS and T1-lesions, we performed GLM analysis with EDSS and T1-hypointense lesion volume as covariates, and T1-lesion volume adjusted better the model for verbal memory (p = 0.013), IPS (p = 0.021) and total number of impaired cognitive domains (p = 0.021). CONCLUSIONS RRMS and PMS patients tend to have a similar neuropsychological profile in general, but the extent of CI was greater in PMS patients. Worse cognitive performance was associated with increased physical disability, but this correlation was no longer significant after controlling for T1-lesion volume, suggesting that the underlying MS pathology might be involved in this relationship. Thalamic and T1-lesion volumes were the most consistent MRI predictors associated with cognitive disability.
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23
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DCX + neuronal progenitors contribute to new oligodendrocytes during remyelination in the hippocampus. Sci Rep 2020; 10:20095. [PMID: 33208869 PMCID: PMC7674453 DOI: 10.1038/s41598-020-77115-w] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2019] [Accepted: 11/02/2020] [Indexed: 02/07/2023] Open
Abstract
A pool of different types of neural progenitor cells resides in the adult hippocampus. Apart from doublecortin-expressing (DCX+) neuronal progenitor cells (NPCs), the hippocampal parenchyma also contains oligodendrocyte precursor cells (OPCs), which can differentiate into myelinating oligodendrocytes. It is not clear yet to what extent the functions of these different progenitor cell types overlap and how plastic these cells are in response to pathological processes. The aim of this study was to investigate whether hippocampal DCX+ NPCs can generate new oligodendrocytes under conditions in which myelin repair is required. For this, the cell fate of DCX-expressing NPCs was analyzed during cuprizone-induced demyelination and subsequent remyelination in two regions of the hippocampal dentate gyrus of DCX-CreERT2/Flox-EGFP transgenic mice. In this DCX reporter model, the number of GFP+ NPCs co-expressing Olig2 and CC1, a combination of markers typically found in mature oligodendrocytes, was significantly increased in the hippocampal DG during remyelination. In contrast, the numbers of GFP+PDGFRα+ cells, as well as their proliferation, were unaffected by de- or remyelination. During remyelination, a higher portion of newly generated BrdU-labeled cells were GFP+ NPCs and there was an increase in new oligodendrocytes derived from these proliferating cells (GFP+Olig2+BrdU+). These results suggest that DCX-expressing NPCs were able to contribute to the generation of mature oligodendrocytes during remyelination in the adult hippocampus.
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24
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Horvath AA, Csernus EA, Lality S, Kaminski RM, Kamondi A. Inhibiting Epileptiform Activity in Cognitive Disorders: Possibilities for a Novel Therapeutic Approach. Front Neurosci 2020; 14:557416. [PMID: 33177974 PMCID: PMC7593384 DOI: 10.3389/fnins.2020.557416] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Accepted: 09/04/2020] [Indexed: 12/13/2022] Open
Abstract
Cognitive impairment is a common and seriously debilitating symptom of various mental and neurological disorders including autism, attention deficit hyperactivity disorder, multiple sclerosis, epilepsy, and neurodegenerative diseases, like Alzheimer's disease. In these conditions, high prevalence of epileptiform activity emerges as a common pathophysiological hallmark. Growing body of evidence suggests that this discrete but abnormal activity might have a long-term negative impact on cognitive performance due to neuronal circuitries' remodeling, altered sleep structure, pathological hippocampo-cortical coupling, and even progressive neuronal loss. In animal models, epileptiform activity was shown to enhance the formation of pathological amyloid and tau proteins that in turn trigger network hyperexcitability. Abolishing epileptiform discharges might slow down the cognitive deterioration. These findings might provide basis for therapeutic use of antiepileptic drugs in neurodegenerative cognitive disorders. The aim of our review is to describe the data on the prevalence of epileptiform activity in various cognitive disorders, to summarize the current knowledge of the mechanisms of epileptic activity in relation to cognitive impairment, and to explore the utility of antiepileptic drugs in the therapy of cognitive disorders. We also propose future directions for drug development and novel therapeutic interventions targeting epileptiform discharges in these disorders.
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Affiliation(s)
- Andras Attila Horvath
- Department of Anatomy, Histology and Embryology, Semmelweis University, Budapest, Hungary
- Department of Neurology, National Institute of Clinical Neurosciences, Budapest, Hungary
| | | | - Sara Lality
- Faculty of Medicine, Semmelweis University, Budapest, Hungary
| | - Rafal M. Kaminski
- Department of Medicinal Chemistry, Faculty of Pharmacy, Jagiellonian University Medical College, Krakow, Poland
| | - Anita Kamondi
- Department of Neurology, National Institute of Clinical Neurosciences, Budapest, Hungary
- Department of Neurology, Semmelweis University, Budapest, Hungary
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25
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Golde S, Heine J, Pöttgen J, Mantwill M, Lau S, Wingenfeld K, Otte C, Penner IK, Engel AK, Heesen C, Stellmann JP, Dziobek I, Finke C, Gold SM. Distinct Functional Connectivity Signatures of Impaired Social Cognition in Multiple Sclerosis. Front Neurol 2020; 11:507. [PMID: 32670178 PMCID: PMC7330009 DOI: 10.3389/fneur.2020.00507] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2020] [Accepted: 05/07/2020] [Indexed: 11/17/2022] Open
Abstract
Objective: Multiple sclerosis (MS) is characterized by impairments in basic cognitive functions such as information processing speed as well as in more complex, higher-order domains such as social cognition. However, as these deficits often co-occur, it has remained challenging to determine whether they have a specific pathological basis or are driven by shared biology. Methods: To identify neural signatures of social cognition deficits in MS, data were analyzed from n = 29 patients with relapsing–remitting MS and n = 29 healthy controls matched for age, sex, and education. We used neuropsychological assessments of information processing speed, attention, learning, working memory, and relevant aspects of social cognition (theory of mind, emotion recognition (ER), empathy) and employed neuroimaging of CNS networks using resting-state functional connectivity. Results: MS patients showed significant deficits in verbal learning and memory, as well as implicit ER. Performance in these domains was uncorrelated. Functional connectivity analysis identified a distinct network characterized by significant associations between poorer ER and lower connectivity of the fusiform gyrus (FFG) with the right lateral occipital cortex, which also showed lower connectivity in patients compared to controls. Moreover, while ER was correlated with MS symptoms such as fatigue and motor/sensory functioning on a behavioral level, FFG connectivity signatures of social cognition deficits showed no overlap with these symptoms. Conclusions: Our analyses identify distinct functional connectivity signatures of social cognition deficits in MS, indicating that these alterations may occur independently from those in other neuropsychological functions.
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Affiliation(s)
- Sabrina Golde
- Charité - Universitätsmedizin Berlin, Klinik für Psychiatrie und Psychotherapie, Berlin, Germany.,Clinical Psychology and Psychotherapy, Department of Education and Psychology, Freie Universität, Berlin, Germany
| | - Josephine Heine
- Charité - Universitätsmedizin Berlin, Klinik für Neurologie, Berlin, Germany
| | - Jana Pöttgen
- Institute of Neuroimmunology and Multiple Sclerosis (INIMS), Unversity Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany.,Department of Neurology, University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
| | - Maron Mantwill
- Berlin School of Mind and Brain, Humboldt Universität zu Berlin, Berlin, Germany
| | - Stephanie Lau
- Institute of Neuroimmunology and Multiple Sclerosis (INIMS), Unversity Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany.,Department of Neurology, University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
| | - Katja Wingenfeld
- Charité - Universitätsmedizin Berlin, Klinik für Psychiatrie und Psychotherapie, Berlin, Germany
| | - Christian Otte
- Charité - Universitätsmedizin Berlin, Klinik für Psychiatrie und Psychotherapie, Berlin, Germany
| | - Iris-Katharina Penner
- Department of Neurology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany
| | - Andreas K Engel
- Department of Neurophysiology and Pathophysiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Christoph Heesen
- Institute of Neuroimmunology and Multiple Sclerosis (INIMS), Unversity Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany.,Department of Neurology, University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
| | - Jan-Patrick Stellmann
- APHM, Hôpital de la Timone, CEMEREM, Marseille, France.,Aix Marseille Univ, CNRS, CRMBM, UMR 7339, Marseille, France
| | - Isabel Dziobek
- Berlin School of Mind and Brain, Humboldt Universität zu Berlin, Berlin, Germany.,Institute of Psychology, Humboldt Universität zu Berlin, Berlin, Germany
| | - Carsten Finke
- Charité - Universitätsmedizin Berlin, Klinik für Neurologie, Berlin, Germany.,Berlin School of Mind and Brain, Humboldt Universität zu Berlin, Berlin, Germany
| | - Stefan M Gold
- Charité - Universitätsmedizin Berlin, Klinik für Psychiatrie und Psychotherapie, Berlin, Germany.,Institute of Neuroimmunology and Multiple Sclerosis (INIMS), Unversity Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany.,Berlin School of Mind and Brain, Humboldt Universität zu Berlin, Berlin, Germany.,Charité - Universitätsmedizin Berlin, Medizinische Klinik m.S. Psychosomatik, Berlin, Germany
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26
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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: 110] [Impact Index Per Article: 22.0] [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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27
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Morelli ME, Baldini S, Sartori A, D'Acunto L, Dinoto A, Bosco A, Bratina A, Manganotti P. Early putamen hypertrophy and ongoing hippocampus atrophy predict cognitive performance in the first ten years of relapsing-remitting multiple sclerosis. Neurol Sci 2020; 41:2893-2904. [PMID: 32333180 DOI: 10.1007/s10072-020-04395-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2019] [Accepted: 04/03/2020] [Indexed: 12/30/2022]
Abstract
BACKGROUND The first years of relapsing-remitting multiple sclerosis (RRMS) constitute the most vulnerable phase for the progression of cognitive impairment (CImp), due to a gradual decrease of compensatory mechanisms. In the first 10 years of RRMS, the temporal volumetric changes of deep gray matter structures must be clarified, since they could constitute reliable cognitive biomarkers for diagnostic, prognostic, and therapeutic purposes. METHODS Forty-five cognitively asymptomatic patients with RRMS lasting ≤ 10 years, and with a brain MRI performed in a year from the neuropsychological evaluation (Te-MRI), were included. They performed the Brief International Cognitive Assessment battery for MS. Thirty-one brain MRIs performed in the year of diagnosis (Td-MRI) and 13 brain MRIs of age- and sex-matched healthy controls (HCs) were also included in the study. The relationships between clinical features, cognitive performances, and Te- and Td-MRI volumes were statistically analyzed. RESULTS Cognitively preserved (CP) patients had significantly increased Td-L-putamen (P = 0.035) and Td-R-putamen volume (P = 0.027) with respect to cognitively impaired (CI) ones. CI patients had significantly reduced Te-L-hippocampus (P = 0.019) and Te-R-hippocampus volume (P = 0.042) compared, respectively, with Td-L-hippocampus and Td-R-hippocampus volume. Td-L-putamen volume (P = 0.011) and Te-L-hippocampus volume (P = 0.023) were independent predictors of the Symbol Digit Modalities Test score in all patients (r2 = 0.31, F = 6.175, P = 0.001). CONCLUSION In the first years of RRMS, putamen hypertrophy and hippocampus atrophy could represent promising indices of cognitive performance and reserve, and become potentially useful tools for diagnostic, prognostic, and therapeutic purposes.
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Affiliation(s)
- Maria Elisa Morelli
- Multiple Sclerosis Center, Neurology Unit, Department of Medical Sciences, University Hospital and Health Services of Trieste, University of Trieste, Strada di Fiume, 447, 34149, Trieste, Italy.
| | - Sara Baldini
- Multiple Sclerosis Center, Neurology Unit, Department of Medical Sciences, University Hospital and Health Services of Trieste, University of Trieste, Strada di Fiume, 447, 34149, Trieste, Italy
| | - Arianna Sartori
- Multiple Sclerosis Center, Neurology Unit, Department of Medical Sciences, University Hospital and Health Services of Trieste, University of Trieste, Strada di Fiume, 447, 34149, Trieste, Italy
| | - Laura D'Acunto
- Multiple Sclerosis Center, Neurology Unit, Department of Medical Sciences, University Hospital and Health Services of Trieste, University of Trieste, Strada di Fiume, 447, 34149, Trieste, Italy
| | - Alessandro Dinoto
- Multiple Sclerosis Center, Neurology Unit, Department of Medical Sciences, University Hospital and Health Services of Trieste, University of Trieste, Strada di Fiume, 447, 34149, Trieste, Italy
| | - Antonio Bosco
- Multiple Sclerosis Center, Neurology Unit, Department of Medical Sciences, University Hospital and Health Services of Trieste, University of Trieste, Strada di Fiume, 447, 34149, Trieste, Italy
| | - Alessio Bratina
- Multiple Sclerosis Center, Neurology Unit, Department of Medical Sciences, University Hospital and Health Services of Trieste, University of Trieste, Strada di Fiume, 447, 34149, Trieste, Italy
| | - Paolo Manganotti
- Multiple Sclerosis Center, Neurology Unit, Department of Medical Sciences, University Hospital and Health Services of Trieste, University of Trieste, Strada di Fiume, 447, 34149, Trieste, Italy
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Karavasilis E, Christidi F, Velonakis G, Tzanetakos D, Zalonis I, Potagas C, Andreadou E, Efstathopoulos E, Kilidireas C, Kelekis N, Evdokimidis I. Hippocampal structural and functional integrity in multiple sclerosis patients with or without memory impairment: a multimodal neuroimaging study. Brain Imaging Behav 2020; 13:1049-1059. [PMID: 29971687 DOI: 10.1007/s11682-018-9924-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The increasing evidence for a pure amnestic-like profile in multiple sclerosis (MS) introduces the role of hippocampal formation in MS episodic memory function. The aim of the present study was to investigate structural and functional hippocampal changes in mildly-disabled MS patients with and without memory impairment. Thirty-one MS patients with or without memory impairment and 16 healthy controls (HC) underwent MRI in a 3.0 T MRI scanner. Patients were categorized as memory preserved (MP) and memory impaired (MI) based on verbal and visual memory scores extracted from the Brief Repeatable Neuropsychological Battery. The acquisition protocol included high-resolution 3D-T1-weighted, diffusion weighted imaging and echo-planar imaging sequences for the analysis of hippocampal gray matter (GM) density, perforant pathway area (PPA) tractography, and hippocampal functional connectivity (FC), respectively. Compared to HC, we found decreased left and bilateral hippocampal GM density in MP and MI patients, respectively, decreased fractional anisotropy and increased radial diffusivity on left PPA in MI patients, and reduced FC in MI between left hippocampus and left superior frontal gyrus, precuneus/posterior cingulated cortex and lateral occipital gyrus/angular gyrus. The only differences between MP and MI were found in FC. Specifically, MP patients showed FC changes between left hippocampus and right temporo-occipital fusiform/lingual gyrus (increased FC) as well as supramarginal gyrus (decreased FC). In conclusion, we highlight the early detection of structural hippocampal changes in MS without neuropsychologically-detected memory deficits and decreased hippocampal FC in MS patients with impaired memory performance, when both GM density and PPA integrity are affected.
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Affiliation(s)
- Efstratios Karavasilis
- 2nd Department of Radiology, Medical School, National and Kapodistrian University of Athens, 19 Papadiamantopoulou Street, 11528, Athens, Greece.
| | - Foteini Christidi
- 1st Department of Neurology, Aeginition Hospital, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Georgios Velonakis
- 2nd Department of Radiology, Medical School, National and Kapodistrian University of Athens, 19 Papadiamantopoulou Street, 11528, Athens, Greece
| | - Dimitrios Tzanetakos
- 1st Department of Neurology, Aeginition Hospital, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Ioannis Zalonis
- 1st Department of Neurology, Aeginition Hospital, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Constantin Potagas
- 1st Department of Neurology, Aeginition Hospital, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Elisabeth Andreadou
- 1st Department of Neurology, Aeginition Hospital, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Efstathios Efstathopoulos
- 2nd Department of Radiology, Medical School, National and Kapodistrian University of Athens, 19 Papadiamantopoulou Street, 11528, Athens, Greece
| | - Constantinos Kilidireas
- 1st Department of Neurology, Aeginition Hospital, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Nikolaos Kelekis
- 2nd Department of Radiology, Medical School, National and Kapodistrian University of Athens, 19 Papadiamantopoulou Street, 11528, Athens, Greece
| | - Ioannis Evdokimidis
- 1st Department of Neurology, Aeginition Hospital, Medical School, National and Kapodistrian University of Athens, Athens, Greece
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Baetge SJ, Filser M, Renner A, Ullrich S, Lassek C, Penner IK. On the validity of single tests, two-test combinations and the full Brief International Cognitive Assessment for Multiple Sclerosis (BICAMS) in detecting patients with cognitive impairment. Mult Scler 2019; 26:1919-1928. [DOI: 10.1177/1352458519887897] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Background: The international standard to screen for cognitive impairment in multiple sclerosis (MS) is BICAMS (Brief International Cognitive Assessment for MS). However, with an application time of approximately 20 minutes, the battery might be too time consuming from a pragmatic perspective of a routine examination. Objectives: To examine the relative sensitivity and specificity of a BICAMS short version and its validity compared to the total battery. Methods: The German BICAMS version was applied comprising the Symbol Digit Modalities Test (SDMT), the Brief Visuospatial Memory Test–Revised (BVMT-R) and the Rey Auditory Verbal Learning Test (RAVLT; German VLMT). Single tests and two-test combinations were compared regarding conformity with the total battery. Results: Examining 1320 MS patients, the two-test combination of SDMT-BVMT-R was the most sensitive (92.7%) to impairment and showed the strongest agreement with the total battery (κ = 0.95). Performing binary logistic regression analyses, this combination was also validated by its association with employment status. Conclusion: Application of the total BICAMS battery should be the goal to strive for. However, in time-restricted clinical settings, the combined application of SDMT and BVMT-R is a recommendable alternative with an application time of 10 minutes, while single tests alone are not sufficiently sensitive.
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Affiliation(s)
- Sharon Jean Baetge
- COGITO Center for Applied Neurocognition and Neuropsychological Research, Düsseldorf, Germany
| | - Melanie Filser
- COGITO Center for Applied Neurocognition and Neuropsychological Research, Düsseldorf, Germany
| | - Alina Renner
- COGITO Center for Applied Neurocognition and Neuropsychological Research, Düsseldorf, Germany
| | | | | | - Iris-Katharina Penner
- COGITO Center for Applied Neurocognition and Neuropsychological Research, Düsseldorf, Germany/Department of Neurology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany
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30
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Finke C, Zimmermann H, Pache F, Oertel FC, Chavarro VS, Kramarenko Y, Bellmann-Strobl J, Ruprecht K, Brandt AU, Paul F. Association of Visual Impairment in Neuromyelitis Optica Spectrum Disorder With Visual Network Reorganization. JAMA Neurol 2019; 75:296-303. [PMID: 29297041 DOI: 10.1001/jamaneurol.2017.3890] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Importance Severe visual impairment is one of the major symptoms in neuromyelitis optica spectrum disorder (NMOSD), but functional network reorganization induced by the diminished sensory input has not been investigated thus far. Objective To examine adaptive visual network connectivity changes in NMOSD. Design, Setting, and Participants In this cross-sectional study, data were collected from May 1, 2013, through February 31, 2016, from 31 patients with aquaporin-4 antibody-positive NMOSD and 31 age- and sex-matched healthy control individuals at the Department of Neurology and NeuroCure Clinical Research Center at Charité-Universitätsmedizin Berlin, Berlin, Germany. Main Outcomes and Measures Visual function (high-contrast visual acuity and contrast sensitivity), optical coherence tomography (peripapillary retinal nerve fiber layer and ganglion cell layer thickness), and resting-state functional magnetic resonance imaging (functional connectivity of large-scale brain networks). Results Thirty-one patients with NMOSD (mean [SD] age, 48.2 [13.9] years; 28 women and 3 men) and 31 healthy controls (mean [SD] age, 47.2 [15.3] years; 28 women and 3 men) participated in the study. Patients had a selective and pronounced increase of functional connectivity in the primary and secondary visual networks. Increased primary visual network connectivity correlated with reduced high-contrast visual acuity (r = -0.39, P = .006), reduced low-contrast sensitivity (r = -0.33, P = .03), and more severe retinal damage measured by optical coherence tomography (r = -0.4, P = .01). Furthermore, visual functional connectivity was significantly higher in patients with a history of optic neuritis compared with patients without optic neuritis (mean [SD] regression coefficients, 50.0 [4.3] vs 34.6 [5.6]; P = .04). Conclusions and Relevance Impaired visual function and retinal damage are associated with selective reorganization of the visual network in NMOSD. These findings advance the understanding of visual system dysfunction in NMOSD and, more generally, provide insight into pathophysiologic responses of the visual system to impaired visual input.
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Affiliation(s)
- Carsten Finke
- Department of Neurology, Charité-Universitätsmedizin Berlin, Berlin, Germany.,Berlin School of Mind and Brain, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Hanna Zimmermann
- NeuroCure Clinical Research Center, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Florence Pache
- Department of Neurology, Charité-Universitätsmedizin Berlin, Berlin, Germany.,NeuroCure Clinical Research Center, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Frederike C Oertel
- NeuroCure Clinical Research Center, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | | | | | - Judith Bellmann-Strobl
- NeuroCure Clinical Research Center, Charité-Universitätsmedizin Berlin, Berlin, Germany.,Experimental and Clinical Research Center, Max Delbrueck Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Klemens Ruprecht
- Department of Neurology, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Alexander U Brandt
- NeuroCure Clinical Research Center, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Friedemann Paul
- Department of Neurology, Charité-Universitätsmedizin Berlin, Berlin, Germany.,NeuroCure Clinical Research Center, Charité-Universitätsmedizin Berlin, Berlin, Germany.,Experimental and Clinical Research Center, Max Delbrueck Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, Berlin, Germany
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31
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Abstract
Cognitive impairment is increasingly recognized to be a core feature of multiple sclerosis (MS), with important implications for the everyday life of individuals with MS and for disease management. Unfortunately, the exact mechanisms that underlie this cognitive impairment are poorly understood and there are no effective therapeutic options for this aspect of the disease. During MS, focal brain inflammatory lesions, together with pathological changes of both CNS grey matter and normal-appearing white matter, can interfere with cognitive functions. Moreover, inflammation may alter the crosstalk between the immune and the nervous systems, modulating the induction of synaptic plasticity and neurotransmission. In this Review, we examine the CNS structures and cognitive domains that are affected by the disease, with a specific focus on hippocampal involvement in MS and experimental autoimmune encephalomyelitis, an experimental model of MS. We also discuss the hypothesis that, during MS, immune-mediated alterations of synapses' ability to express long-term plastic changes may contribute to the pathogenesis of cognitive impairment by interfering with the dynamics of neuronal networks.
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32
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Functional connectivity changes in core resting state networks are associated with cognitive performance in systemic lupus erythematosus. J Comp Neurol 2019; 527:1837-1856. [DOI: 10.1002/cne.24656] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2018] [Revised: 12/29/2018] [Accepted: 01/17/2019] [Indexed: 12/23/2022]
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33
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Tóth E, Faragó P, Király A, Szabó N, Veréb D, Kocsis K, Kincses B, Sandi D, Bencsik K, Vécsei L, Kincses ZT. The Contribution of Various MRI Parameters to Clinical and Cognitive Disability in Multiple Sclerosis. Front Neurol 2019; 9:1172. [PMID: 30728801 PMCID: PMC6351478 DOI: 10.3389/fneur.2018.01172] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2018] [Accepted: 12/18/2018] [Indexed: 11/13/2022] Open
Abstract
Next to the disseminated clinical symptoms, cognitive dysfunctions are common features of multiple sclerosis (MS). Over the recent years several different MRI measures became available representing the various features of the pathology, but the contribution to various clinical and cognitive functions is not yet fully understood. In this multiparametric MRI study we set out to identify the set of parameters that best predict the clinical and cognitive disability in MS. High resolution T1 weighted structural and high angular resolution diffusion MRI images were measured in 53 patients with relapsing remitting MS and 53 healthy controls. Clinical disability was inflicted by EDSS and cognitive functions were evaluated with the BICAMS tests. The contribution of lesion load, partial brain, white matter, gray matter and subcortical volumes as well as the diffusion parameters in the area of the lesions and the normal appearing white matter were examined by model free, partial least square (PLS) approach. Significance of the predictors was tested with Variable Importance in the Projection (VIP) score and 1 was used for threshold of significance. The PLS analysis indicated that the axial diffusivity of the NAWM contributed the most to the clinical disability (VIP score: 1.979). For the visuo-spatial working memory the most critical contributor was the size of the bilateral hippocampi (VIP scores: 1.183 and 1.2 left and right respectively). For the verbal memory the best predictors were the size of the right hippocampus (VIP score: 1.972), lesion load (VIP score: 1.274) and the partial brain volume (VIP score: 1.119). In case of the information processing speed the most significant contribution was from the diffusion parameters (fractional anisotropy, mean and radial diffusivity, VIP scores: 1.615, 1.321 respectively) of the normal appearing white matter. Our results indicate that various MRI measurable factors of MS pathology contribute differently to clinical and cognitive disability. These results point out the importance of the volumetry of the subcortical structures and the diffusion measures of the white matter in understanding the disability progression.
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Affiliation(s)
- Eszter Tóth
- Department of Neurology, Albert Szent-Györgyi Clinical Centre, University of Szeged, Szeged, Hungary
| | - Péter Faragó
- Department of Neurology, Albert Szent-Györgyi Clinical Centre, University of Szeged, Szeged, Hungary
| | - András Király
- Department of Neurology, Albert Szent-Györgyi Clinical Centre, University of Szeged, Szeged, Hungary
| | - Nikoletta Szabó
- Department of Neurology, Albert Szent-Györgyi Clinical Centre, University of Szeged, Szeged, Hungary
| | - Dániel Veréb
- Department of Neurology, Albert Szent-Györgyi Clinical Centre, University of Szeged, Szeged, Hungary
| | - Krisztián Kocsis
- Department of Neurology, Albert Szent-Györgyi Clinical Centre, University of Szeged, Szeged, Hungary
| | - Bálint Kincses
- Department of Neurology, Albert Szent-Györgyi Clinical Centre, University of Szeged, Szeged, Hungary
| | - Dániel Sandi
- Department of Neurology, Albert Szent-Györgyi Clinical Centre, University of Szeged, Szeged, Hungary
| | - Krisztina Bencsik
- Department of Neurology, Albert Szent-Györgyi Clinical Centre, University of Szeged, Szeged, Hungary
| | - László Vécsei
- Department of Neurology, Albert Szent-Györgyi Clinical Centre, University of Szeged, Szeged, Hungary.,MTA-SZTE Neuroscience Research Group, University of Szeged, Szeged, Hungary
| | - Zsigmond Tamás Kincses
- Department of Neurology, Albert Szent-Györgyi Clinical Centre, University of Szeged, Szeged, Hungary.,Department of Radiology, Albert Szent-Györgyi Clinical Centre, University of Szeged, Szeged, Hungary
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34
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Sandroff BM, Motl RW, Bamman M, Cutter GR, Bolding M, Rinker JR, Wylie GR, Genova H, DeLuca J. Rationale and design of a single-blind, randomised controlled trial of exercise training for managing learning and memory impairment in persons with multiple sclerosis. BMJ Open 2018; 8:e023231. [PMID: 30552263 PMCID: PMC6303579 DOI: 10.1136/bmjopen-2018-023231] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
INTRODUCTION This randomised controlled trial (RCT) examines treadmill walking exercise training effects on learning and memory performance, hippocampal volume, and hippocampal resting-state functional connectivity in persons with multiple sclerosis (MS) who have objective impairments in learning new information. METHODS AND ANALYSIS Forty fully ambulatory persons with MS who demonstrate objective learning and memory impairments will be randomly assigned into either the intervention or active control study conditions. The intervention condition involves supervised, progressive treadmill walking exercise training three times per week for a 3-month period. The active control condition involves supervised, progressive low-intensity resistive exercise that will be delivered at the same frequency as the intervention condition. The primary outcome will involve composite performance on neuropsychological learning and memory tests, and the secondary outcomes involve MRI measures of hippocampal volume and resting-state functional connectivity administered before and after the 3-month study period. Outcomes will be administered by treatment-blinded assessors using alternate test forms to minimise practice effects, and MRI data processing will be performed by blinded data analysts. ETHICS AND DISSEMINATION This study has been approved by a university institutional review board. The primary results will be disseminated via peer-reviewed publications and the final data will be made available to third parties in applicable data repositories. If successful, the results from this study will eventually inform subsequent RCTs for developing physical rehabilitation interventions (ie, treadmill walking exercise training) for improving learning and memory and its relationship with hippocampal outcomes in larger samples of cognitively impaired persons with MS. The results from this early-phase RCT will further lay preliminary groundwork for ultimately providing clinicians and patients with guidelines for better using chronic treadmill walking exercise for improving cognition and brain health. This approach is paramount as learning and memory impairment is common, burdensome and poorly managed in MS. TRIAL REGISTRATION NUMBER NCT03319771; Pre-results.
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Affiliation(s)
- Brian M Sandroff
- Department of Physical Therapy, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Robert W Motl
- Department of Physical Therapy, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Marcus Bamman
- Department of Cell, Developmental and Integrative Biology, University of Alabama at Birmingham, Birmingham, Alabama, USA
- Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Gary R Cutter
- Department of Biostatistics, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Mark Bolding
- Department of Radiology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - John R Rinker
- Department of Neurology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Glenn R Wylie
- Kessler Foundation, Neuropsychology and Neuroscience Research, West Orange, New Jersey, USA
| | - Helen Genova
- Kessler Foundation, Neuropsychology and Neuroscience Research, West Orange, New Jersey, USA
| | - John DeLuca
- Kessler Foundation, Neuropsychology and Neuroscience Research, West Orange, New Jersey, USA
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35
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Gao F, Yin X, Edden RA, Evans AC, Xu J, Cao G, Li H, Li M, Zhao B, Wang J, Wang G. Altered hippocampal GABA and glutamate levels and uncoupling from functional connectivity in multiple sclerosis. Hippocampus 2018; 28:813-823. [PMID: 30069963 PMCID: PMC6251738 DOI: 10.1002/hipo.23001] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2017] [Revised: 05/01/2018] [Accepted: 06/11/2018] [Indexed: 12/16/2022]
Abstract
There is growing evidence for dysfunctional glutamatergic excitation and/or gamma-aminobutyric acid (GABA)ergic inhibition in patients with multiple sclerosis (MS). Cognitive impairment may occur during the early stages of MS and hippocampal abnormalities have been suggested as biomarkers. However, researchers have not clearly determined whether changes in hippocampal GABA and glutamate (Glu) levels are associated with cognitive impairment and aberrant neural activity in patients with MS. We used magnetic resonance spectroscopy to measure GABA+ and Glu levels in the left hippocampal region of 29 patients with relapsing-remitting MS and 29 healthy controls (HCs). Resting-state functional connectivity (FC) with the hippocampus was also examined. Compared to HCs, patients exhibited significantly lower GABA+ and Glu levels, which were associated with verbal and visuospatial memory deficits, respectively. Patients also showed decreased FC strengths between the hippocampus and several cortical regions, which are located within the default mode network. Moreover, hippocampal GABA+ levels and Glu/GABA+ ratios correlated with the FC strengths in HCs but not in patients with MS. This study describes a novel method for investigating the complex relationships among excitatory/inhibitory neurotransmitters, brain connectivity and cognition in health and disease. Strategies that modulate Glu and GABA neurotransmission may represent new therapeutic treatments for patients with MS.
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Affiliation(s)
- Fei Gao
- Shandong Medical Imaging Research Institute, Shandong University, Jinan, China
| | - Xuntao Yin
- Department of Radiology, Southwest Hospital, Third Military Medical University, Chongqing, China
| | - Richard A.E. Edden
- Russell H. Morgan Department of Radiology and Radiological Science, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
- FM Kirby Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, MD, USA
| | - Alan C. Evans
- McConnell Brain Imaging Centre, Montreal Neurological Institute, McGill University, Montreal, Quebec, Canada
| | - Junhai Xu
- Tianjin Key Laboratory of Cognitive Computing and Application, School of Computer Science and Technology, Tianjin University, Tianjin, China
| | - Guanmei Cao
- Shandong Medical Imaging Research Institute, Shandong University, Jinan, China
| | - Honghao Li
- Department of Neurology, Shandong Provincial Hospital, Shandong University, Jinan 250021, China
| | - Muwei Li
- Vanderbilt University Institute of Imaging Science, Nashville, TN, USA
| | - Bin Zhao
- Shandong Medical Imaging Research Institute, Shandong University, Jinan, China
| | - Jian Wang
- Department of Radiology, Southwest Hospital, Third Military Medical University, Chongqing, China
| | - Guangbin Wang
- Shandong Medical Imaging Research Institute, Shandong University, Jinan, China
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36
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Klein B, Mrowetz H, Barker CM, Lange S, Rivera FJ, Aigner L. Age Influences Microglial Activation After Cuprizone-Induced Demyelination. Front Aging Neurosci 2018; 10:278. [PMID: 30297998 PMCID: PMC6160739 DOI: 10.3389/fnagi.2018.00278] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2018] [Accepted: 08/28/2018] [Indexed: 01/17/2023] Open
Abstract
Multiple sclerosis (MS) is a chronic inflammatory CNS disease, which causes demyelinated lesions and damages white and gray matter regions. Aging is a significant factor in the progression of MS, and microglia, the immune cells of the CNS tissue, play an important role in all disease stages. During aging, microglia are functionally altered. These age-related changes probably already begin early and might influence the progression of CNS pathologies. The aim of the present study was to investigate whether microglia in the middle-aged CNS already react differently to demyelination. For this purpose, several microglia markers (ionized calcium binding adaptor molecule 1 (Iba-1), P2RY12, F4/80, CD68, major histocompatibility complex II (MHCII), macrophage receptor with collagenous structure (Marco), Translocator protein 18 kD (TSPO), CD206, and CD163) were analyzed in the acute cuprizone demyelination model in young (2-month-old) and middle-aged (10-month-old) mice. In addition, microglial proliferation was quantified using double-labeling with proliferating cell nuclear antigen (PCNA) and bromodeoxyuridine (BrdU), which was injected with the onset of remyelination. To compare age-related microglial changes during de- and remyelination in both gray and white matter, the hilus of the dorsal hippocampal dentate gyrus (DG) and the splenium of the corpus callosum (CC) were analyzed in parallel. Age-related changes in microglia of healthy controls were more pronounced in the analyzed gray matter region (higher levels of F4/80 and Marco as well as lower expression of CD68 in middle-aged mice). During de- and remyelination, a stronger increase of the microglial markers Iba-1, CD68 and TSPO was observed in the splenium of the younger groups. There was a significant reduction of P2RY12 during demyelination, however, this was age- and region-dependent. The induction of the anti-inflammatory markers CD206 and CD163 was stronger in the middle-aged group, but also differed between the two analyzed regions. De- and remyelination led to a significant increase in PCNA+ microglia only in young groups within the white matter region. The number of BrdU+ microglia was not changed during de- or remyelination. These results clearly show that microglia are already altered during middle-age and also react differently to CNS demyelination, however, this is highly region-dependent.
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Affiliation(s)
- Barbara Klein
- Institute of Molecular Regenerative Medicine, Paracelsus Medical University, Salzburg, Austria.,Spinal Cord Injury and Tissue Regeneration Center Salzburg (SCI-TReCS), Paracelsus Medical University, Salzburg, Austria
| | - Heike Mrowetz
- Institute of Molecular Regenerative Medicine, Paracelsus Medical University, Salzburg, Austria.,Spinal Cord Injury and Tissue Regeneration Center Salzburg (SCI-TReCS), Paracelsus Medical University, Salzburg, Austria
| | - Conor Michael Barker
- Institute of Molecular Regenerative Medicine, Paracelsus Medical University, Salzburg, Austria.,Spinal Cord Injury and Tissue Regeneration Center Salzburg (SCI-TReCS), Paracelsus Medical University, Salzburg, Austria
| | - Simona Lange
- Institute of Molecular Regenerative Medicine, Paracelsus Medical University, Salzburg, Austria.,Spinal Cord Injury and Tissue Regeneration Center Salzburg (SCI-TReCS), Paracelsus Medical University, Salzburg, Austria
| | - Francisco J Rivera
- Institute of Molecular Regenerative Medicine, Paracelsus Medical University, Salzburg, Austria.,Spinal Cord Injury and Tissue Regeneration Center Salzburg (SCI-TReCS), Paracelsus Medical University, Salzburg, Austria.,Laboratory of Stem Cells and Neuroregeneration, Institute of Anatomy, Histology and Pathology, Faculty of Medicine, Universidad Austral de Chile, Valdivia, Chile.,Center for Interdisciplinary Studies on the Nervous System (CISNe), Universidad Austral de Chile, Valdivia, Chile
| | - Ludwig Aigner
- Institute of Molecular Regenerative Medicine, Paracelsus Medical University, Salzburg, Austria.,Spinal Cord Injury and Tissue Regeneration Center Salzburg (SCI-TReCS), Paracelsus Medical University, Salzburg, Austria
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Rocca MA, Barkhof F, De Luca J, Frisén J, Geurts JJG, Hulst HE, Sastre-Garriga J, Filippi M. The hippocampus in multiple sclerosis. Lancet Neurol 2018; 17:918-926. [PMID: 30264730 DOI: 10.1016/s1474-4422(18)30309-0] [Citation(s) in RCA: 94] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Revised: 07/18/2018] [Accepted: 08/06/2018] [Indexed: 12/16/2022]
Abstract
Some of the clinical manifestations of multiple sclerosis, such as memory impairment and depression, are, at least partly, related to involvement of the hippocampus. Pathological studies have shown extensive demyelination, neuronal damage, and synaptic abnormalities in the hippocampus of patients with multiple sclerosis, and improvements in MRI technology have provided novel ways to assess hippocampal involvement in vivo. It is now accepted that clinical manifestations related to the hippocampus are due not only to focal hippocampal damage, but also to disconnection of the hippocampus from several brain networks. Evidence suggests anatomical and functional subspecialisation of the different hippocampal subfields, resulting in variability between regions in the extent to which damage and repair occur. The hippocampus also has important roles in plasticity and neurogenesis, both of which potentially contribute to functional preservation and restoration. These findings underline the importance of evaluation of the hippocampus not only to improve understanding of the clinical manifestations of multiple sclerosis, but also as a potential future target for treatment.
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Affiliation(s)
- Maria A Rocca
- Neuroimaging Research Unit and Department of Neurology, Institute of Experimental Neurology, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
| | - Frederik Barkhof
- Department of Radiology and Nuclear Medicine, MS Center Amsterdam, Amsterdam Neuroscience, Amsterdam UMC-location VUmc, Amsterdam, Netherlands; Institute of Neurology and Institute of Healthcare Engineering, UCL Institute of Neurology, London, UK
| | - John De Luca
- Kessler Foundation, West Orange, NJ, USA; Department of Physical Medicine and Rehabilitation, Rutgers New Jersey Medical School, Newark, NJ, USA
| | - Jonas Frisén
- Department of Cell and Molecular Biology, Karolinska Institute, Sweden
| | - Jeroen J G Geurts
- Department of Anatomy and Neurosciences, MS Center Amsterdam, Amsterdam Neuroscience, Amsterdam UMC-location VUmc, Amsterdam, Netherlands
| | - Hanneke E Hulst
- Department of Anatomy and Neurosciences, MS Center Amsterdam, Amsterdam Neuroscience, Amsterdam UMC-location VUmc, Amsterdam, Netherlands
| | - Jaume Sastre-Garriga
- Department of Neurology/Neuroimmunology, Multiple Sclerosis Centre of Catalonia (Cemcat), Hospital Universitari Vall d'Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Massimo Filippi
- Neuroimaging Research Unit and Department of Neurology, Institute of Experimental Neurology, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy.
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Sandroff BM, Motl RW, Reed WR, Barbey AK, Benedict RHB, DeLuca J. Integrative CNS Plasticity With Exercise in MS: The PRIMERS (PRocessing, Integration of Multisensory Exercise-Related Stimuli) Conceptual Framework. Neurorehabil Neural Repair 2018; 32:847-862. [DOI: 10.1177/1545968318798938] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
There is a proliferation of research examining the effects of exercise on mobility and cognition in the general population and those with neurological disorders as well as focal research examining possible neural mechanisms of such effects. However, there is seemingly a lack of focus on what it is about exercise, in particular, that drives adaptive central nervous system neuroplasticity. We propose a novel conceptual framework (ie, PRIMERS) that describes such adaptations as occurring via activity-dependent neuroplasticity based on the integrative processing of multisensory input and associated complex motor output that is required for the regulation of physiological systems during exercise behavior. This conceptual framework sets the stage for the systematic examination of the effects of exercise on brain connectivity, brain structure, and molecular/cellular mechanisms that explain improvements in mobility and cognition in the general population and persons with multiple sclerosis (MS). We argue that exercise can be viewed as an integrative, systems-wide stimulus for neurorehabilitation because impaired mobility and cognition are common and co-occurring in MS.
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Affiliation(s)
| | | | | | - Aron K. Barbey
- University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | | | - John DeLuca
- Kessler Foundation, West Orange, NJ, USA
- Rutgers Medical School, Newark, NJ, USA
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39
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van Geest Q, Hulst HE, Meijer KA, Hoyng L, Geurts JJG, Douw L. The importance of hippocampal dynamic connectivity in explaining memory function in multiple sclerosis. Brain Behav 2018; 8:e00954. [PMID: 29761008 PMCID: PMC5943730 DOI: 10.1002/brb3.954] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2017] [Revised: 01/30/2018] [Accepted: 02/21/2018] [Indexed: 01/31/2023] Open
Abstract
INTRODUCTION Brain dynamics (i.e., variable strength of communication between areas), even at the scale of seconds, are thought to underlie complex human behavior, such as learning and memory. In multiple sclerosis (MS), memory problems occur often and have so far only been related to "stationary" brain measures (e.g., atrophy, lesions, activation and stationary (s) functional connectivity (FC) over an entire functional scanning session). However, dynamics in FC (dFC) between the hippocampus and the (neo)cortex may be another important neurobiological substrate of memory impairment in MS that has not yet been explored. Therefore, we investigated hippocampal dFC during a functional (f) magnetic resonance imaging (MRI) episodic memory task and its relationship with verbal and visuospatial memory performance outside the MR scanner. METHODS Thirty-eight MS patients and 29 healthy controls underwent neuropsychological tests to assess memory function. Imaging (1.5T) was obtained during performance of a memory task. We assessed hippocampal volume, functional activation, and sFC (i.e., FC of the hippocampus with the rest of the brain averaged over the entire scan, using an atlas-based approach). Dynamic FC of the hippocampus was calculated using a sliding window approach. RESULTS No group differences were found in hippocampal activation, sFC, and dFC. However, stepwise forward regression analyses in patients revealed that lower dFC of the left hippocampus (standardized β = -0.30; p = .021) could explain an additional 7% of variance (53% in total) in verbal memory, in addition to female sex and larger left hippocampal volume. For visuospatial memory, lower dFC of the right hippocampus (standardized β = -0.38; p = .013) could explain an additional 13% of variance (24% in total) in addition to higher sFC of the right hippocampus. CONCLUSION Low hippocampal dFC is an important indicator for maintained memory performance in MS, in addition to other hippocampal imaging measures. Hence, brain dynamics may offer new insights into the neurobiological mechanisms underlying memory (dys)function.
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Affiliation(s)
- Quinten van Geest
- Department of Anatomy & Neurosciences VU University Medical Center Amsterdam Neuroscience VUmc MS Center Amsterdam Amsterdam The Netherlands
| | - Hanneke E Hulst
- Department of Anatomy & Neurosciences VU University Medical Center Amsterdam Neuroscience VUmc MS Center Amsterdam Amsterdam The Netherlands
| | - Kim A Meijer
- Department of Anatomy & Neurosciences VU University Medical Center Amsterdam Neuroscience VUmc MS Center Amsterdam Amsterdam The Netherlands
| | - Lieke Hoyng
- Department of Anatomy & Neurosciences VU University Medical Center Amsterdam Neuroscience VUmc MS Center Amsterdam Amsterdam The Netherlands
| | - Jeroen J G Geurts
- Department of Anatomy & Neurosciences VU University Medical Center Amsterdam Neuroscience VUmc MS Center Amsterdam Amsterdam The Netherlands
| | - Linda Douw
- Department of Anatomy & Neurosciences VU University Medical Center Amsterdam Neuroscience VUmc MS Center Amsterdam Amsterdam The Netherlands.,Department of Radiology Athinoula A. Martinos Center for Biomedical Imaging Massachusetts General Hospital Charlestown MA USA
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40
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Llufriu S, Rocca MA, Pagani E, Riccitelli GC, Solana E, Colombo B, Rodegher M, Falini A, Comi G, Filippi M. Hippocampal-related memory network in multiple sclerosis: A structural connectivity analysis. Mult Scler 2018; 25:801-810. [DOI: 10.1177/1352458518771838] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
Background: We used graph theoretical analysis to quantify structural connectivity of the hippocampal-related episodic memory network and its association with memory performance in multiple sclerosis (MS) patients. Methods: Brain diffusion and T1-weighted sequences were obtained from 71 MS patients and 50 healthy controls (HCs). A total of 30 gray matter regions (selected a priori) were used as seeds to perform probabilistic tractography and create connectivity matrices. Global, nodal, and edge graph theoretical properties were calculated. In patients, verbal and visuospatial memory was assessed. Results: MS patients showed decreased network strength, assortativity, transitivity, global efficiency, and increased average path length. Several nodes had decreased strength and communicability in patients, whereas insula and left temporo-occipital cortex increased communicability. Patients had widespread decreased streamline count (SC) and communicability of edges, although a few ones increased their connectivity. Worse memory performance was associated with reduced network efficiency, decreased right hippocampus strength, and reduced SC and communicability of edges related to medial temporal lobe, thalamus, insula, and occipital cortex. Conclusion: Impaired structural connectivity occurs in the hippocampal-related memory network, decreasing the efficiency of information transmission. Network connectivity measures correlate with episodic memory, supporting the relevance of structural integrity in preserving memory processes in MS.
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Affiliation(s)
- Sara Llufriu
- Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy/Center of Neuroimmunology, Service of Neurology, Hospital Clinic and Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), University of Barcelona, Casanova, Barcelona, Spain
| | - Maria A Rocca
- Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy/Department of Neurology, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
| | - Elisabetta Pagani
- Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
| | - Gianna C Riccitelli
- Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
| | - Elisabeth Solana
- Center of Neuroimmunology, Service of Neurology, Hospital Clinic and Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), University of Barcelona, Casanova, Barcelona, Spain
| | - Bruno Colombo
- Department of Neurology, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
| | - Mariaemma Rodegher
- Department of Neurology, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
| | - Andrea Falini
- Department of Neuroradiology, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
| | - Giancarlo Comi
- Department of Neurology, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
| | - Massimo Filippi
- Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy/Department of Neurology, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
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Sandry J, Zuppichini M, Rothberg J, Valdespino-Hayden Z, DeLuca J. Poor Encoding and Weak Early Consolidation Underlie Memory Acquisition Deficits in Multiple Sclerosis: Retroactive Interference, Processing Speed, or Working Memory? Arch Clin Neuropsychol 2018; 34:162-182. [DOI: 10.1093/arclin/acy029] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2017] [Accepted: 03/13/2018] [Indexed: 12/23/2022] Open
Affiliation(s)
- Joshua Sandry
- Psychology Department, Montclair State University, 1 Normal Ave Montclair, NJ, USA
| | - Mark Zuppichini
- School of Behavioral & Brain Sciences, The University of Texas at Dallas, Richardson, TX, USA
| | - Jessica Rothberg
- Psychology Department, Montclair State University, 1 Normal Ave Montclair, NJ, USA
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Mohammadyfar MA, Azizpour M, Najafi M, Nooripour R. Comparison of audio-visual short-term and active memory in multiple sclerosis patients and non-patients regarding their depression, stress and anxiety level. NORDIC PSYCHOLOGY 2018; 70:115-128. [DOI: 10.1080/19012276.2017.1362989] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Affiliation(s)
| | | | - Mahmood Najafi
- Department of Psychology, Semnan University, Semnan, Iran
| | - Roghieh Nooripour
- Faculty of Education & Psychology, Department of Counseling, Alzahra University, Tehran, Iran
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Artemiadis A, Anagnostouli M, Zalonis I, Chairopoulos K, Triantafyllou N. Structural MRI correlates of cognitive function in multiple sclerosis. Mult Scler Relat Disord 2018; 21:1-8. [PMID: 29438835 DOI: 10.1016/j.msard.2018.02.003] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2017] [Accepted: 02/03/2018] [Indexed: 01/26/2023]
Abstract
BACKGROUND Cognitive impairment (CI) has been associated with numerous magnetic resonance imaging (MRI) indices in multiple sclerosis (MS) patients. In this study we investigated the association of a large set of 2D and 3D MRI markers with cognitive function in MS. METHODS A sample of 61 RRMS patients (mean age 41.8 ± 10.6 years old, 44 women, mean disease duration 137.9 ± 83.9 months) along with 51 age and gender matched healthy controls was used in this cross-sectional study. Neuropsychological and other tests, along with a large set of 2D/3D MRI evaluations were made. RESULTS 44.3% of patients had CI. CI patients had more disability, physical fatigue than non-CI patients and more psychological distress than non-CI patients and HCs. Also, CI patients had significantly larger third ventricle width and volume, smaller coprus callosum index and larger lesion volume than non-CI patients. These MRI markers also significantly predicted cognitive scores after adjusting for age and education, explaining about 30.6% of the variance of the total cognitive score. CONCLUSIONS Selected linear and volumetric MRI indices predict cognitive function in MS. Future studies should expand these results by exploring longitudinal changes and producing normative data.
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Affiliation(s)
- Artemios Artemiadis
- 1st Department of Neurology, Aeginition Hospital, Faculty of Medicine, National Kapodistrian University of Athens, Vas. Sofias Ave. 72-74, GR-11528 Athens, Greece; Department of Neurology, Army Share Fund Hospital (NIMTS), Monis Petraki 10-12, GR-11521 Athens, Greece.
| | - Maria Anagnostouli
- 1st Department of Neurology, Aeginition Hospital, Faculty of Medicine, National Kapodistrian University of Athens, Vas. Sofias Ave. 72-74, GR-11528 Athens, Greece
| | - Ioannis Zalonis
- 1st Department of Neurology, Aeginition Hospital, Faculty of Medicine, National Kapodistrian University of Athens, Vas. Sofias Ave. 72-74, GR-11528 Athens, Greece
| | - Konstantinos Chairopoulos
- Department of Neurology, Army Share Fund Hospital (NIMTS), Monis Petraki 10-12, GR-11521 Athens, Greece
| | - Nikos Triantafyllou
- 1st Department of Neurology, Aeginition Hospital, Faculty of Medicine, National Kapodistrian University of Athens, Vas. Sofias Ave. 72-74, GR-11528 Athens, Greece
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44
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Meijer KA, Eijlers AJC, Geurts JJG, Schoonheim MM. Staging of cortical and deep grey matter functional connectivity changes in multiple sclerosis. J Neurol Neurosurg Psychiatry 2018; 89:205-210. [PMID: 28986469 DOI: 10.1136/jnnp-2017-316329] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2017] [Revised: 08/31/2017] [Accepted: 09/13/2017] [Indexed: 11/04/2022]
Abstract
OBJECTIVE Functional connectivity is known to increase as well as decrease throughout the brain in multiple sclerosis (MS), which could represent different stages of the disease. In addition, functional connectivity changes could follow the atrophy pattern observed with disease progression, that is, moving from the deep grey matter towards the cortex. This study investigated when and where connectivity changes develop and explored their clinical and cognitive relevance across different MS stages. METHODS A cohort of 121 patients with early relapsing-remitting MS (RRMS), 122 with late RRMS and 53 with secondary progressive MS (SPMS) as well as 96 healthy controls underwent MRI and neuropsychological testing. Functional connectivity changes were investigated for (1) within deep grey matter connectivity, (2) connectivity between the deep grey matter and cortex and (3) within-cortex connectivity. A post hoc regional analysis was performed to identify which regions were driving the connectivity changes. RESULTS Patients with late RRMS and SPMS showed increased connectivity of the deep grey matter, especially of the putamen and palladium, with other deep grey matter structures and with the cortex. Within-cortex connectivity was decreased, especially for temporal, occipital and frontal regions, but only in SPMS relative to early RRMS. Deep grey matter connectivity alterations were related to cognition and disability, whereas within-cortex connectivity was only related to disability. CONCLUSION Increased connectivity of the deep grey matter became apparent in late RRMS and further increased in SPMS. The additive effect of cortical network degeneration, which was only seen in SPMS, may explain the sudden clinical deterioration characteristic to this phase of the disease.
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Affiliation(s)
- Kim A Meijer
- Department of Anatomy and Neurosciences, VUmc MS Center Amsterdam, Amsterdam Neuroscience, VU University Medical Center, Amsterdam, The Netherlands
| | - Anand J C Eijlers
- Department of Anatomy and Neurosciences, VUmc MS Center Amsterdam, Amsterdam Neuroscience, VU University Medical Center, Amsterdam, The Netherlands
| | - Jeroen J G Geurts
- Department of Anatomy and Neurosciences, VUmc MS Center Amsterdam, Amsterdam Neuroscience, VU University Medical Center, Amsterdam, The Netherlands
| | - Menno M Schoonheim
- Department of Anatomy and Neurosciences, VUmc MS Center Amsterdam, Amsterdam Neuroscience, VU University Medical Center, Amsterdam, The Netherlands
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Sumowski JF, Benedict R, Enzinger C, Filippi M, Geurts JJ, Hamalainen P, Hulst H, Inglese M, Leavitt VM, Rocca MA, Rosti-Otajarvi EM, Rao S. Cognition in multiple sclerosis: State of the field and priorities for the future. Neurology 2018; 90:278-288. [PMID: 29343470 PMCID: PMC5818015 DOI: 10.1212/wnl.0000000000004977] [Citation(s) in RCA: 385] [Impact Index Per Article: 55.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2017] [Accepted: 10/10/2017] [Indexed: 12/15/2022] Open
Abstract
Cognitive decline is recognized as a prevalent and debilitating symptom of multiple sclerosis (MS), especially deficits in episodic memory and processing speed. The field aims to (1) incorporate cognitive assessment into standard clinical care and clinical trials, (2) utilize state-of-the-art neuroimaging to more thoroughly understand neural bases of cognitive deficits, and (3) develop effective, evidence-based, clinically feasible interventions to prevent or treat cognitive dysfunction, which are lacking. There are obstacles to these goals. Our group of MS researchers and clinicians with varied expertise took stock of the current state of the field, and we identify several important practical and theoretical challenges, including key knowledge gaps and methodologic limitations related to (1) understanding and measurement of cognitive deficits, (2) neuroimaging of neural bases and correlates of deficits, and (3) development of effective treatments. This is not a comprehensive review of the extensive literature, but instead a statement of guidelines and priorities for the field. For instance, we provide recommendations for improving the scientific basis and methodologic rigor for cognitive rehabilitation research. Toward this end, we call for multidisciplinary collaborations toward development of biologically based theoretical models of cognition capable of empirical validation and evidence-based refinement, providing the scientific context for effective treatment discovery.
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Affiliation(s)
- James F Sumowski
- From the Department of Neurology & Corinne Goldsmith Dickinson Center for Multiple Sclerosis (J.F.S., M.I.), Icahn School of Medicine at Mount Sinai, New York; Department of Neurology (R.B.), School of Medicine and Biomedical Sciences, University of Buffalo, State University of New York (SUNY); Department of Neurology (C.E.), Medical University of Graz, Austria; Department of Neurology & Neuroimaging Research Unit, Division of Neuroscience (M.F., M.A.R.), San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy; Department of Anatomy and Neurosciences (J.J.G., H.H.), VU University Medical Center, Amsterdam Neuroscience, VUmc MS Center Amsterdam, the Netherlands; Masku Neurological Rehabilitation Centre (P.H.), Masku, Finland; Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Mother-Child Health (M.I.), University of Genoa, Italy; Department of Neurology & Columbia University Multiple Sclerosis Clinical Care and Research Center (V.M.L.), Columbia University Medical Center, New York, NY; Department of Neurology and Rehabilitation (E.M.R.-O.), Tampere University Hospital, Finland; and Schey Center for Cognitive Neuroimaging, Neurological Institute (S.R.), Cleveland Clinic, OH.
| | - Ralph Benedict
- From the Department of Neurology & Corinne Goldsmith Dickinson Center for Multiple Sclerosis (J.F.S., M.I.), Icahn School of Medicine at Mount Sinai, New York; Department of Neurology (R.B.), School of Medicine and Biomedical Sciences, University of Buffalo, State University of New York (SUNY); Department of Neurology (C.E.), Medical University of Graz, Austria; Department of Neurology & Neuroimaging Research Unit, Division of Neuroscience (M.F., M.A.R.), San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy; Department of Anatomy and Neurosciences (J.J.G., H.H.), VU University Medical Center, Amsterdam Neuroscience, VUmc MS Center Amsterdam, the Netherlands; Masku Neurological Rehabilitation Centre (P.H.), Masku, Finland; Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Mother-Child Health (M.I.), University of Genoa, Italy; Department of Neurology & Columbia University Multiple Sclerosis Clinical Care and Research Center (V.M.L.), Columbia University Medical Center, New York, NY; Department of Neurology and Rehabilitation (E.M.R.-O.), Tampere University Hospital, Finland; and Schey Center for Cognitive Neuroimaging, Neurological Institute (S.R.), Cleveland Clinic, OH
| | - Christian Enzinger
- From the Department of Neurology & Corinne Goldsmith Dickinson Center for Multiple Sclerosis (J.F.S., M.I.), Icahn School of Medicine at Mount Sinai, New York; Department of Neurology (R.B.), School of Medicine and Biomedical Sciences, University of Buffalo, State University of New York (SUNY); Department of Neurology (C.E.), Medical University of Graz, Austria; Department of Neurology & Neuroimaging Research Unit, Division of Neuroscience (M.F., M.A.R.), San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy; Department of Anatomy and Neurosciences (J.J.G., H.H.), VU University Medical Center, Amsterdam Neuroscience, VUmc MS Center Amsterdam, the Netherlands; Masku Neurological Rehabilitation Centre (P.H.), Masku, Finland; Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Mother-Child Health (M.I.), University of Genoa, Italy; Department of Neurology & Columbia University Multiple Sclerosis Clinical Care and Research Center (V.M.L.), Columbia University Medical Center, New York, NY; Department of Neurology and Rehabilitation (E.M.R.-O.), Tampere University Hospital, Finland; and Schey Center for Cognitive Neuroimaging, Neurological Institute (S.R.), Cleveland Clinic, OH
| | - Massimo Filippi
- From the Department of Neurology & Corinne Goldsmith Dickinson Center for Multiple Sclerosis (J.F.S., M.I.), Icahn School of Medicine at Mount Sinai, New York; Department of Neurology (R.B.), School of Medicine and Biomedical Sciences, University of Buffalo, State University of New York (SUNY); Department of Neurology (C.E.), Medical University of Graz, Austria; Department of Neurology & Neuroimaging Research Unit, Division of Neuroscience (M.F., M.A.R.), San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy; Department of Anatomy and Neurosciences (J.J.G., H.H.), VU University Medical Center, Amsterdam Neuroscience, VUmc MS Center Amsterdam, the Netherlands; Masku Neurological Rehabilitation Centre (P.H.), Masku, Finland; Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Mother-Child Health (M.I.), University of Genoa, Italy; Department of Neurology & Columbia University Multiple Sclerosis Clinical Care and Research Center (V.M.L.), Columbia University Medical Center, New York, NY; Department of Neurology and Rehabilitation (E.M.R.-O.), Tampere University Hospital, Finland; and Schey Center for Cognitive Neuroimaging, Neurological Institute (S.R.), Cleveland Clinic, OH
| | - Jeroen J Geurts
- From the Department of Neurology & Corinne Goldsmith Dickinson Center for Multiple Sclerosis (J.F.S., M.I.), Icahn School of Medicine at Mount Sinai, New York; Department of Neurology (R.B.), School of Medicine and Biomedical Sciences, University of Buffalo, State University of New York (SUNY); Department of Neurology (C.E.), Medical University of Graz, Austria; Department of Neurology & Neuroimaging Research Unit, Division of Neuroscience (M.F., M.A.R.), San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy; Department of Anatomy and Neurosciences (J.J.G., H.H.), VU University Medical Center, Amsterdam Neuroscience, VUmc MS Center Amsterdam, the Netherlands; Masku Neurological Rehabilitation Centre (P.H.), Masku, Finland; Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Mother-Child Health (M.I.), University of Genoa, Italy; Department of Neurology & Columbia University Multiple Sclerosis Clinical Care and Research Center (V.M.L.), Columbia University Medical Center, New York, NY; Department of Neurology and Rehabilitation (E.M.R.-O.), Tampere University Hospital, Finland; and Schey Center for Cognitive Neuroimaging, Neurological Institute (S.R.), Cleveland Clinic, OH
| | - Paivi Hamalainen
- From the Department of Neurology & Corinne Goldsmith Dickinson Center for Multiple Sclerosis (J.F.S., M.I.), Icahn School of Medicine at Mount Sinai, New York; Department of Neurology (R.B.), School of Medicine and Biomedical Sciences, University of Buffalo, State University of New York (SUNY); Department of Neurology (C.E.), Medical University of Graz, Austria; Department of Neurology & Neuroimaging Research Unit, Division of Neuroscience (M.F., M.A.R.), San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy; Department of Anatomy and Neurosciences (J.J.G., H.H.), VU University Medical Center, Amsterdam Neuroscience, VUmc MS Center Amsterdam, the Netherlands; Masku Neurological Rehabilitation Centre (P.H.), Masku, Finland; Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Mother-Child Health (M.I.), University of Genoa, Italy; Department of Neurology & Columbia University Multiple Sclerosis Clinical Care and Research Center (V.M.L.), Columbia University Medical Center, New York, NY; Department of Neurology and Rehabilitation (E.M.R.-O.), Tampere University Hospital, Finland; and Schey Center for Cognitive Neuroimaging, Neurological Institute (S.R.), Cleveland Clinic, OH
| | - Hanneke Hulst
- From the Department of Neurology & Corinne Goldsmith Dickinson Center for Multiple Sclerosis (J.F.S., M.I.), Icahn School of Medicine at Mount Sinai, New York; Department of Neurology (R.B.), School of Medicine and Biomedical Sciences, University of Buffalo, State University of New York (SUNY); Department of Neurology (C.E.), Medical University of Graz, Austria; Department of Neurology & Neuroimaging Research Unit, Division of Neuroscience (M.F., M.A.R.), San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy; Department of Anatomy and Neurosciences (J.J.G., H.H.), VU University Medical Center, Amsterdam Neuroscience, VUmc MS Center Amsterdam, the Netherlands; Masku Neurological Rehabilitation Centre (P.H.), Masku, Finland; Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Mother-Child Health (M.I.), University of Genoa, Italy; Department of Neurology & Columbia University Multiple Sclerosis Clinical Care and Research Center (V.M.L.), Columbia University Medical Center, New York, NY; Department of Neurology and Rehabilitation (E.M.R.-O.), Tampere University Hospital, Finland; and Schey Center for Cognitive Neuroimaging, Neurological Institute (S.R.), Cleveland Clinic, OH
| | - Matilde Inglese
- From the Department of Neurology & Corinne Goldsmith Dickinson Center for Multiple Sclerosis (J.F.S., M.I.), Icahn School of Medicine at Mount Sinai, New York; Department of Neurology (R.B.), School of Medicine and Biomedical Sciences, University of Buffalo, State University of New York (SUNY); Department of Neurology (C.E.), Medical University of Graz, Austria; Department of Neurology & Neuroimaging Research Unit, Division of Neuroscience (M.F., M.A.R.), San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy; Department of Anatomy and Neurosciences (J.J.G., H.H.), VU University Medical Center, Amsterdam Neuroscience, VUmc MS Center Amsterdam, the Netherlands; Masku Neurological Rehabilitation Centre (P.H.), Masku, Finland; Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Mother-Child Health (M.I.), University of Genoa, Italy; Department of Neurology & Columbia University Multiple Sclerosis Clinical Care and Research Center (V.M.L.), Columbia University Medical Center, New York, NY; Department of Neurology and Rehabilitation (E.M.R.-O.), Tampere University Hospital, Finland; and Schey Center for Cognitive Neuroimaging, Neurological Institute (S.R.), Cleveland Clinic, OH
| | - Victoria M Leavitt
- From the Department of Neurology & Corinne Goldsmith Dickinson Center for Multiple Sclerosis (J.F.S., M.I.), Icahn School of Medicine at Mount Sinai, New York; Department of Neurology (R.B.), School of Medicine and Biomedical Sciences, University of Buffalo, State University of New York (SUNY); Department of Neurology (C.E.), Medical University of Graz, Austria; Department of Neurology & Neuroimaging Research Unit, Division of Neuroscience (M.F., M.A.R.), San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy; Department of Anatomy and Neurosciences (J.J.G., H.H.), VU University Medical Center, Amsterdam Neuroscience, VUmc MS Center Amsterdam, the Netherlands; Masku Neurological Rehabilitation Centre (P.H.), Masku, Finland; Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Mother-Child Health (M.I.), University of Genoa, Italy; Department of Neurology & Columbia University Multiple Sclerosis Clinical Care and Research Center (V.M.L.), Columbia University Medical Center, New York, NY; Department of Neurology and Rehabilitation (E.M.R.-O.), Tampere University Hospital, Finland; and Schey Center for Cognitive Neuroimaging, Neurological Institute (S.R.), Cleveland Clinic, OH
| | - Maria A Rocca
- From the Department of Neurology & Corinne Goldsmith Dickinson Center for Multiple Sclerosis (J.F.S., M.I.), Icahn School of Medicine at Mount Sinai, New York; Department of Neurology (R.B.), School of Medicine and Biomedical Sciences, University of Buffalo, State University of New York (SUNY); Department of Neurology (C.E.), Medical University of Graz, Austria; Department of Neurology & Neuroimaging Research Unit, Division of Neuroscience (M.F., M.A.R.), San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy; Department of Anatomy and Neurosciences (J.J.G., H.H.), VU University Medical Center, Amsterdam Neuroscience, VUmc MS Center Amsterdam, the Netherlands; Masku Neurological Rehabilitation Centre (P.H.), Masku, Finland; Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Mother-Child Health (M.I.), University of Genoa, Italy; Department of Neurology & Columbia University Multiple Sclerosis Clinical Care and Research Center (V.M.L.), Columbia University Medical Center, New York, NY; Department of Neurology and Rehabilitation (E.M.R.-O.), Tampere University Hospital, Finland; and Schey Center for Cognitive Neuroimaging, Neurological Institute (S.R.), Cleveland Clinic, OH
| | - Eija M Rosti-Otajarvi
- From the Department of Neurology & Corinne Goldsmith Dickinson Center for Multiple Sclerosis (J.F.S., M.I.), Icahn School of Medicine at Mount Sinai, New York; Department of Neurology (R.B.), School of Medicine and Biomedical Sciences, University of Buffalo, State University of New York (SUNY); Department of Neurology (C.E.), Medical University of Graz, Austria; Department of Neurology & Neuroimaging Research Unit, Division of Neuroscience (M.F., M.A.R.), San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy; Department of Anatomy and Neurosciences (J.J.G., H.H.), VU University Medical Center, Amsterdam Neuroscience, VUmc MS Center Amsterdam, the Netherlands; Masku Neurological Rehabilitation Centre (P.H.), Masku, Finland; Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Mother-Child Health (M.I.), University of Genoa, Italy; Department of Neurology & Columbia University Multiple Sclerosis Clinical Care and Research Center (V.M.L.), Columbia University Medical Center, New York, NY; Department of Neurology and Rehabilitation (E.M.R.-O.), Tampere University Hospital, Finland; and Schey Center for Cognitive Neuroimaging, Neurological Institute (S.R.), Cleveland Clinic, OH
| | - Stephen Rao
- From the Department of Neurology & Corinne Goldsmith Dickinson Center for Multiple Sclerosis (J.F.S., M.I.), Icahn School of Medicine at Mount Sinai, New York; Department of Neurology (R.B.), School of Medicine and Biomedical Sciences, University of Buffalo, State University of New York (SUNY); Department of Neurology (C.E.), Medical University of Graz, Austria; Department of Neurology & Neuroimaging Research Unit, Division of Neuroscience (M.F., M.A.R.), San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy; Department of Anatomy and Neurosciences (J.J.G., H.H.), VU University Medical Center, Amsterdam Neuroscience, VUmc MS Center Amsterdam, the Netherlands; Masku Neurological Rehabilitation Centre (P.H.), Masku, Finland; Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Mother-Child Health (M.I.), University of Genoa, Italy; Department of Neurology & Columbia University Multiple Sclerosis Clinical Care and Research Center (V.M.L.), Columbia University Medical Center, New York, NY; Department of Neurology and Rehabilitation (E.M.R.-O.), Tampere University Hospital, Finland; and Schey Center for Cognitive Neuroimaging, Neurological Institute (S.R.), Cleveland Clinic, OH
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Planche V, Koubiyr I, Romero JE, Manjon JV, Coupé P, Deloire M, Dousset V, Brochet B, Ruet A, Tourdias T. Regional hippocampal vulnerability in early multiple sclerosis: Dynamic pathological spreading from dentate gyrus to CA1. Hum Brain Mapp 2018; 39:1814-1824. [PMID: 29331060 DOI: 10.1002/hbm.23970] [Citation(s) in RCA: 43] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2017] [Revised: 01/03/2018] [Accepted: 01/04/2018] [Indexed: 01/21/2023] Open
Abstract
BACKGROUND Whether hippocampal subfields are differentially vulnerable at the earliest stages of multiple sclerosis (MS) and how this impacts memory performance is a current topic of debate. METHOD We prospectively included 56 persons with clinically isolated syndrome (CIS) suggestive of MS in a 1-year longitudinal study, together with 55 matched healthy controls at baseline. Participants were tested for memory performance and scanned with 3 T MRI to assess the volume of 5 distinct hippocampal subfields using automatic segmentation techniques. RESULTS At baseline, CA4/dentate gyrus was the only hippocampal subfield with a volume significantly smaller than controls (p < .01). After one year, CA4/dentate gyrus atrophy worsened (-6.4%, p < .0001) and significant CA1 atrophy appeared (both in the stratum-pyramidale and the stratum radiatum-lacunosum-moleculare, -5.6%, p < .001 and -6.2%, p < .01, respectively). CA4/dentate gyrus volume at baseline predicted CA1 volume one year after CIS (R2 = 0.44 to 0.47, p < .001, with age, T2 lesion-load, and global brain atrophy as covariates). The volume of CA4/dentate gyrus at baseline was associated with MS diagnosis during follow-up, independently of T2-lesion load and demographic variables (p < .05). Whereas CA4/dentate gyrus volume was not correlated with memory scores at baseline, CA1 atrophy was an independent correlate of episodic verbal memory performance one year after CIS (ß = 0.87, p < .05). CONCLUSION The hippocampal degenerative process spread from dentate gyrus to CA1 at the earliest stage of MS. This dynamic vulnerability is associated with MS diagnosis after CIS and will ultimately impact hippocampal-dependent memory performance.
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Affiliation(s)
- Vincent Planche
- Univ. Bordeaux, Bordeaux, F-33000, France.,Inserm U1215 - Neurocentre Magendie, Bordeaux, F-33000, France.,CHU de Bordeaux, Bordeaux, F-33000, France
| | - Ismail Koubiyr
- Univ. Bordeaux, Bordeaux, F-33000, France.,Inserm U1215 - Neurocentre Magendie, Bordeaux, F-33000, France
| | - José E Romero
- Instituto Universitario de Tecnologías de la Información y Comunicaciones (ITACA), Universitat Politècnica de València, Camino de Vera s/n, Valencia, 46022, España
| | - José V Manjon
- Instituto Universitario de Tecnologías de la Información y Comunicaciones (ITACA), Universitat Politècnica de València, Camino de Vera s/n, Valencia, 46022, España
| | - Pierrick Coupé
- Laboratoire Bordelais de Recherche en Informatique, UMR CNRS 5800, PICTURA, Talence, F-33405, France
| | | | - Vincent Dousset
- Univ. Bordeaux, Bordeaux, F-33000, France.,Inserm U1215 - Neurocentre Magendie, Bordeaux, F-33000, France.,CHU de Bordeaux, Bordeaux, F-33000, France
| | - Bruno Brochet
- Univ. Bordeaux, Bordeaux, F-33000, France.,Inserm U1215 - Neurocentre Magendie, Bordeaux, F-33000, France.,CHU de Bordeaux, Bordeaux, F-33000, France
| | - Aurélie Ruet
- Univ. Bordeaux, Bordeaux, F-33000, France.,Inserm U1215 - Neurocentre Magendie, Bordeaux, F-33000, France.,CHU de Bordeaux, Bordeaux, F-33000, France
| | - Thomas Tourdias
- Univ. Bordeaux, Bordeaux, F-33000, France.,Inserm U1215 - Neurocentre Magendie, Bordeaux, F-33000, France.,CHU de Bordeaux, Bordeaux, F-33000, France
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Information processing deficits as a driving force for memory impairment in MS: A cross--sectional study of memory functions and MRI in early and late stage MS. Mult Scler Relat Disord 2017; 18:119-127. [PMID: 29141793 DOI: 10.1016/j.msard.2017.09.026] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2017] [Revised: 09/08/2017] [Accepted: 09/23/2017] [Indexed: 11/21/2022]
Abstract
BACKGROUND Memory impairment (MI) is a common symptom of MS. Previous studies were conflicting in respect to the possible existence of early MI and the role of hippocampal atrophy. The objective of this study was to investigate MI and structural MRI correlates in homogenous groups of early and late MS, controlling for a potential information-processing speed (IPS) deficit, and utilizing multiple memory test paradigms. METHODS 152 individually matched subjects were recruited: early MS (EMS, N = 25, disease duration 1.0 ± 0.8 years), late MS (LMS, N = 52, 16.5 ± 5.2 years), and corresponding controls. Five memory tests were utilized to account for differences in learning material (verbal, visual), encoding (incidental, intentional), and retrieval (free recall, recognition, recurring recognition). Performance was related to IPS, memory-specific (hippocampal volumes), and unspecific MRI measures (T1/T2LL, brain volume, cortical thickness). RESULTS Memory was impaired across all tests in LMS, but not in EMS. LMS-patients were also significantly impaired in IPS which was correlated with several memory scores. Regression analyses revealed IPS and cortical thickness as predictors for visual MI, and IPS, sex, and left hippocampal volume as predictors for verbal MI. CONCLUSION Additionally to direct destructions in memory specific tracts such as the hippocampus, memory decline in MS may also be related to a general factor comprising slowed information-processing and global tissue loss.
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Meijer KA, Eijlers AJ, Douw L, Uitdehaag BM, Barkhof F, Geurts JJ, Schoonheim MM. Increased connectivity of hub networks and cognitive impairment in multiple sclerosis. Neurology 2017; 88:2107-2114. [DOI: 10.1212/wnl.0000000000003982] [Citation(s) in RCA: 51] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2016] [Accepted: 03/06/2017] [Indexed: 01/17/2023] Open
Abstract
Objective:To investigate default-mode network (DMN) and frontoparietal network (FPN) dysfunction in cognitively impaired (CI) patients with multiple sclerosis (MS) because these networks strongly relate to cognition and contain most of the hubs of the brain.Methods:Resting-state fMRI and neuropsychological assessments were performed in 322 patients with MS and 96 healthy controls (HCs). Patients with MS were classified as CI (z score < −2.0 on at least 2 tests; n = 87), mildly cognitively impaired (z score < −1.5 on at least 2 tests and not CI; n = 65), and cognitively preserved (CP; n = 180). Within-network connectivity, connectivity with the rest of the brain, and between-network connectivity were calculated and compared between groups. Connectivity values were normalized for individual means and SDs.Results:Only in CI, both the DMN and FPN showed increased connectivity with the rest of the brain compared to HCs and CP, with no change in within- or between-network connectivity. Regionally, this increased connectivity was driven by the inferior parietal, posterior cingulate, and angular gyri. Increased connectivity with the rest of the brain correlated with worse cognitive performance, namely attention for the FPN as well as information processing speed and working memory for both networks.Conclusions:In CI patients with MS, the DMN and FPN showed increased connectivity with the rest of the brain, while normal within- and between-network connectivity levels were maintained. These findings indicate that cognitive impairment in MS features disturbed communication of hub-rich networks, but only with the more peripheral (i.e., nonhub) regions of the brain.
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Mancini A, Gaetani L, Di Gregorio M, Tozzi A, Ghiglieri V, Calabresi P, Di Filippo M. Hippocampal neuroplasticity and inflammation: relevance for multiple sclerosis. ACTA ACUST UNITED AC 2017. [DOI: 10.1186/s40893-017-0019-1] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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Derks J, Dirkson AR, de Witt Hamer PC, van Geest Q, Hulst HE, Barkhof F, Pouwels PJW, Geurts JJG, Reijneveld JC, Douw L. Connectomic profile and clinical phenotype in newly diagnosed glioma patients. NEUROIMAGE-CLINICAL 2017; 14:87-96. [PMID: 28154795 PMCID: PMC5278114 DOI: 10.1016/j.nicl.2017.01.007] [Citation(s) in RCA: 52] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/08/2016] [Revised: 11/30/2016] [Accepted: 01/07/2017] [Indexed: 02/01/2023]
Abstract
Gliomas are primary brain tumors, originating from the glial cells in the brain. In contrast to the more traditional view of glioma as a localized disease, it is becoming clear that global brain functioning is impacted, even with respect to functional communication between brain regions remote from the tumor itself. However, a thorough investigation of glioma-related functional connectomic profiles is lacking. Therefore, we constructed functional brain networks using functional MR scans of 71 glioma patients and 19 matched healthy controls using the automated anatomical labelling (AAL) atlas and interregional Pearson correlation coefficients. The frequency distributions across connectivity values were calculated to depict overall connectomic profiles and quantitative features of these distributions (full-width half maximum (FWHM), peak position, peak height) were calculated. Next, we investigated the spatial distribution of the connectomic profile. We defined hub locations based on the literature and determined connectivity (1) between hubs, (2) between hubs and non-hubs, and (3) between non-hubs. Results show that patients had broader and flatter connectivity distributions compared to controls. Spatially, glioma patients particularly showed increased connectivity between non-hubs and hubs. Furthermore, connectivity distributions and hub-non-hub connectivity differed within the patient group according to tumor grade, while relating to Karnofsky performance status and progression-free survival. In conclusion, newly diagnosed glioma patients have globally altered functional connectomic profiles, which mainly affect hub connectivity and relate to clinical phenotypes. These findings underscore the promise of using connectomics as a future biomarker in this patient population.
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Affiliation(s)
- Jolanda Derks
- Department of Anatomy and Neurosciences, VU University Medical Center, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands; VUmc CCA Brain Tumor Center Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
| | - Anne R Dirkson
- Department of Anatomy and Neurosciences, VU University Medical Center, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands; VUmc CCA Brain Tumor Center Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
| | - Philip C de Witt Hamer
- VUmc CCA Brain Tumor Center Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands; Department of Neurosurgery, VU University Medical Center, De Boelelaan 1117, Amsterdam, The Netherlands
| | - Quinten van Geest
- Department of Anatomy and Neurosciences, VU University Medical Center, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands
| | - Hanneke E Hulst
- Department of Anatomy and Neurosciences, VU University Medical Center, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands
| | - Frederik Barkhof
- Department of Radiology and Nuclear Medicine, VU University Medical Center, De Boelelaan 1117, Amsterdam, The Netherlands; UCL Institute of Neurology, University College London, 23 Queen Square, London, UK; UCL Institute of Healthcare Engineering, University College London, Gower street, London, UK
| | - Petra J W Pouwels
- Department of Physics and Medical Technology, VU University Medical Center, De Boelelaan 1117, Amsterdam, The Netherlands
| | - Jeroen J G Geurts
- Department of Anatomy and Neurosciences, VU University Medical Center, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands
| | - Jaap C Reijneveld
- VUmc CCA Brain Tumor Center Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands; Department of Neurology, VU University Medical Center, De Boelelaan 1117, Amsterdam, The Netherlands
| | - Linda Douw
- Department of Anatomy and Neurosciences, VU University Medical Center, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands; VUmc CCA Brain Tumor Center Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands; Department of Radiology, Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, 149 13th St, Charlestown, MA, USA
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