1
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Cortese R, Battaglini M, Stromillo ML, Luchetti L, Leoncini M, Gentile G, Gasparini D, Plantone D, Altieri M, D'Ambrosio A, Gallo A, Giannì C, Piervincenzi C, Pantano P, Pagani E, Valsasina P, Preziosa P, Tedone N, Rocca MA, Filippi M, De Stefano N. Regional hippocampal atrophy reflects memory impairment in patients with early relapsing remitting multiple sclerosis. J Neurol 2024:10.1007/s00415-024-12290-8. [PMID: 38743090 DOI: 10.1007/s00415-024-12290-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Revised: 02/28/2024] [Accepted: 02/29/2024] [Indexed: 05/16/2024]
Abstract
BACKGROUND Research work has shown that hippocampal subfields are atrophic to varying extents in multiple sclerosis (MS) patients. However, studies examining the functional implications of subfield-specific hippocampal damage in early MS are limited. We aim to gain insights into the relationship between hippocampal atrophy and memory function by investigating the correlation between global and regional hippocampal atrophy and memory performance in early MS patients. METHODS From the Italian Neuroimaging Network Initiative (INNI) dataset, we selected 3D-T1-weighted brain MRIs of 219 early relapsing remitting (RR)MS and 246 healthy controls (HC) to identify hippocampal atrophic areas. At the time of MRI, patients underwent Selective-Reminding-Test (SRT) and Spatial-Recall-Test (SPART) and were classified as mildly (MMI-MS: n.110) or severely (SMI-MS: n:109) memory impaired, according to recently proposed cognitive phenotypes. RESULTS Early RRMS showed lower hippocampal volumes compared to HC (p < 0.001), while these did not differ between MMI-MS and SMI-MS. In MMI-MS, lower hippocampal volumes correlated with worse memory tests (r = 0.23-0.37, p ≤ 0.01). Atrophic voxels were diffuse in the hippocampus but more prevalent in cornu ammonis (CA, 79%) than in tail (21%). In MMI-MS, decreased subfield volumes correlated with decreases in memory, particularly in the right CA1 (SRT-recall: r = 0.38; SPART: r = 0.34, p < 0.01). No correlations were found in the SMI-MS group. CONCLUSION Hippocampal atrophy spreads from CA to tail from early disease stages. Subfield hippocampal atrophy is associated with memory impairment in MMI-MS, while this correlation is lost in SMI-MS. This plays in favor of a limited capacity for an adaptive functional reorganization of the hippocampi in MS patients.
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Affiliation(s)
- Rosa Cortese
- Department of Medicine, Surgery and Neuroscience, University of Siena, Viale Bracci 2, 53100, Siena, Italy
| | - Marco Battaglini
- Department of Medicine, Surgery and Neuroscience, University of Siena, Viale Bracci 2, 53100, Siena, Italy
- SIENA Imaging SRL, 53100, Siena, Italy
| | - Maria Laura Stromillo
- Department of Medicine, Surgery and Neuroscience, University of Siena, Viale Bracci 2, 53100, Siena, Italy
| | - Ludovico Luchetti
- Department of Medicine, Surgery and Neuroscience, University of Siena, Viale Bracci 2, 53100, Siena, Italy
- SIENA Imaging SRL, 53100, Siena, Italy
| | - Matteo Leoncini
- Department of Medicine, Surgery and Neuroscience, University of Siena, Viale Bracci 2, 53100, Siena, Italy
- SIENA Imaging SRL, 53100, Siena, Italy
| | - Giordano Gentile
- Department of Medicine, Surgery and Neuroscience, University of Siena, Viale Bracci 2, 53100, Siena, Italy
- SIENA Imaging SRL, 53100, Siena, Italy
| | - Daniele Gasparini
- Department of Medicine, Surgery and Neuroscience, University of Siena, Viale Bracci 2, 53100, Siena, Italy
| | - Domenico Plantone
- Department of Medicine, Surgery and Neuroscience, University of Siena, Viale Bracci 2, 53100, Siena, Italy
| | - Manuela Altieri
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Piazza Luigi Miraglia, 2, 80138, Naples, Italy
| | - Alessandro D'Ambrosio
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Piazza Luigi Miraglia, 2, 80138, Naples, Italy
| | - Antonio Gallo
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Piazza Luigi Miraglia, 2, 80138, Naples, Italy
| | - Costanza Giannì
- Department of Human Neurosciences, Sapienza University of Rome, Rome, Italy
- IRCCS Neuromed, Pozzilli, IS, Italy
| | | | - Patrizia Pantano
- Department of Human Neurosciences, Sapienza University of Rome, Rome, Italy
- IRCCS Neuromed, Pozzilli, IS, Italy
| | - Elisabetta Pagani
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Paola Valsasina
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Paolo Preziosa
- 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
| | - Nicolo' Tedone
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Maria Assunta Rocca
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
| | - Massimo Filippi
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Neurorehabilitation Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Neurophysiology Service, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
| | - Nicola De Stefano
- Department of Medicine, Surgery and Neuroscience, University of Siena, Viale Bracci 2, 53100, Siena, Italy.
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2
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Morrow SA, Weinstock ZL, Mirmosayyeb O, Conway D, Fuchs T, Jaworski MG, Eckert S, Hojnacki DH, Dwyer MG, Zivadinov R, Weinstock-Guttman B, Benedict RHB. Detecting isolated cognitive relapses in persons with MS. Mult Scler 2023; 29:1786-1794. [PMID: 37776097 PMCID: PMC10687840 DOI: 10.1177/13524585231201219] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2023] [Revised: 08/16/2023] [Accepted: 08/29/2023] [Indexed: 10/01/2023]
Abstract
BACKGROUND The existence of isolated cognitive relapses (ICRs) in persons with MS (PwMS) has been debated. OBJECTIVE To examine relapses with decline on Symbol Digit Modalities Test (SDMT) but no change on Expanded Disability Status Scale (EDSS). METHODS This 3-year prospective cohort study identified PwMS experiencing a relapse with decrease on SDMT. Participants with SDMT decline/stable EDSS were labeled "ICR," while those with a corresponding decrease on EDSS were classified "Relapse with Cognitive Decline (RCD)." Two definitions of SDMT decline were explored: (1) ⩾ 8 points, and (2) ⩾ 4 points. Logistic regression was used to analyze the relationship between ICR and RCD. RESULTS The full cohort had 592 participants: 83 experienced relapses; 22 (26.5%) had an SDMT decrease of ⩾ 8 points; 14 (63.6%) met ICR criteria. Logistic regression (X2(1) = 5.112, p = 0.024) using demographics and disease characteristics explained 28.4% of the variance in ICR versus RCD. Only the MS Neuropsychological Questionnaire was associated with ICR (odds ratio (OR): 8.6; 95% confidence interval (CI): 1.1-16.4) 40 relapsing participants with SDMT decrease of ⩾ 4 points were identified: 26 (65%) had a stable EDSS (ICR). Logistic regression did not find any variable predictive of ICR. CONCLUSION This prospective study demonstrates evidence of ICR in PwMS.
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Affiliation(s)
- Sarah A Morrow
- University Hospital, London Health Sciences Center, Department of Clinical Neurological Sciences, Western University, London, ON, Canada
| | - Zachary L Weinstock
- Jacobs School of Medicine and Biomedical Sciences, Department of Neurology, State University of New York, Buffalo, NY, USA
| | - Omid Mirmosayyeb
- Jacobs School of Medicine and Biomedical Sciences, Department of Neurology, State University of New York, Buffalo, NY, USA
| | - Devon Conway
- Mellen Center for Multiple Sclerosis Treatment, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Tom Fuchs
- Jacobs School of Medicine and Biomedical Sciences and Buffalo Neuroimaging Analysis Center, Department of Neurology, State University of New York, Buffalo, NY, USA
| | - Michael G Jaworski
- Jacobs School of Medicine and Biomedical Sciences, Department of Neurology, State University of New York, Buffalo, NY, USA
| | - Sveltlana Eckert
- Jacobs School of Medicine and Biomedical Sciences, Department of Neurology, State University of New York, Buffalo, NY, USA
| | - David H Hojnacki
- Jacobs School of Medicine and Biomedical Sciences, Department of Neurology, State University of New York, Buffalo, NY, USA
| | - Michael G Dwyer
- Jacobs School of Medicine and Biomedical Sciences and Buffalo Neuroimaging Analysis Center, Department of Neurology, State University of New York, Buffalo, NY, USA
| | - Robert Zivadinov
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, State University of New York, Buffalo, NY, USA
- Center for Biomedical Imaging, Clinical Translational Science Institute, State University of New York, Buffalo, NY, USA
| | - Bianca Weinstock-Guttman
- Jacobs School of Medicine and Biomedical Sciences, Department of Neurology, State University of New York, Buffalo, NY, USA
| | - Ralph H B Benedict
- Jacobs School of Medicine and Biomedical Sciences, Department of Neurology, State University of New York, Buffalo, NY, USA
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3
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Complement-associated loss of CA2 inhibitory synapses in the demyelinated hippocampus impairs memory. Acta Neuropathol 2021; 142:643-667. [PMID: 34170374 PMCID: PMC8423657 DOI: 10.1007/s00401-021-02338-8] [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: 01/07/2021] [Revised: 06/03/2021] [Accepted: 06/14/2021] [Indexed: 12/27/2022]
Abstract
The complement system is implicated in synapse loss in the MS hippocampus, but the functional consequences of synapse loss remain poorly understood. Here, in post-mortem MS hippocampi with demyelination we find that deposits of the complement component C1q are enriched in the CA2 subfield, are linked to loss of inhibitory synapses and are significantly higher in MS patients with cognitive impairments compared to those with preserved cognitive functions. Using the cuprizone mouse model of demyelination, we corroborated that C1q deposits are highest within the demyelinated dorsal hippocampal CA2 pyramidal layer and co-localized with inhibitory synapses engulfed by microglia/macrophages. In agreement with the loss of inhibitory perisomatic synapses, we found that Schaffer collateral feedforward inhibition but not excitation was impaired in CA2 pyramidal neurons and accompanied by intrinsic changes and a reduced spike output. Finally, consistent with excitability deficits, we show that cuprizone-treated mice exhibit impaired encoding of social memories. Together, our findings identify CA2 as a critical circuit in demyelinated intrahippocampal lesions and memory dysfunctions in MS.
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4
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Hu S, Xu C, Dong T, Wu H, Wang Y, Wang A, Kan H, Li C. Structural and Functional Changes Are Related to Cognitive Status in Wilson's Disease. Front Hum Neurosci 2021; 15:610947. [PMID: 33716691 PMCID: PMC7947794 DOI: 10.3389/fnhum.2021.610947] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Accepted: 01/20/2021] [Indexed: 11/13/2022] Open
Abstract
Patients with Wilson’s disease (WD) suffer from prospective memory (PM) impairment, and some of patients develop cognitive impairment. However, very little is known about how brain structure and function changes effect PM in WD. Here, we employed multimodal neuroimaging data acquired from 22 WD patients and 26 healthy controls (HC) who underwent three-dimensional T1-weighted, diffusion tensor imaging (DTI), and resting state functional magnetic resonance imaging (RS-fMRI). We investigated gray matter (GM) volumes with voxel-based morphometry, DTI metrics using the fiber tractography method, and RS-fMRI using the seed-based functional connectivity method. Compared with HC, WD patients showed GM volume reductions in the basal ganglia (BG) and occipital fusiform gyrus, as well as volume increase in the visual association cortex. Moreover, whiter matter (WM) tracks of WD were widely impaired in association and limbic fibers. WM tracks in association fibers are significant related to PM in WD patients. Relative to HC, WD patients showed that the visual association cortex functionally connects to the thalamus and hippocampus, which is associated with global cognitive function in patients with WD. Together, these findings suggested that PM impairment in WD may be modulated by aberrant WM in association fibers, and that GM volume changes in the association cortex has no direct effect on cognitive status, but indirectly affect global cognitive function by its aberrant functional connectivity (FC) in patients with WD. Our findings may provide a new window to further study how WD develops into cognitive impairment, and deepen our understanding of the cognitive status and neuropathology of WD.
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Affiliation(s)
- Sheng Hu
- Center for Biomedical Engineering, University of Science and Technology of China, Hefei, China.,School of Medical Information Engineering, Anhui University of Chinese Medicine, Hefei, China
| | - Chunsheng Xu
- Center for Biomedical Engineering, University of Science and Technology of China, Hefei, China.,Medical Imaging Center, First Affiliated Hospital of Anhui University of Chinese Medicine, Hefei, China
| | - Ting Dong
- Medical Imaging Center, First Affiliated Hospital of Anhui University of Chinese Medicine, Hefei, China
| | - Hongli Wu
- School of Medical Information Engineering, Anhui University of Chinese Medicine, Hefei, China
| | - Yi Wang
- School of Medical Information Engineering, Anhui University of Chinese Medicine, Hefei, China
| | - Anqin Wang
- Medical Imaging Center, First Affiliated Hospital of Anhui University of Chinese Medicine, Hefei, China
| | - Hongxing Kan
- School of Medical Information Engineering, Anhui University of Chinese Medicine, Hefei, China
| | - Chuanfu Li
- Medical Imaging Center, First Affiliated Hospital of Anhui University of Chinese Medicine, Hefei, China
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5
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Toko M, Kitamura J, Ueno H, Ohshita T, Nemoto K, Ochi K, Higaki T, Akiyama Y, Awai K, Maruyama H. Prospective Memory Deficits in Multiple Sclerosis: Voxel-based Morphometry and Double Inversion Recovery Analysis. Intern Med 2021; 60:39-46. [PMID: 33390470 PMCID: PMC7835463 DOI: 10.2169/internalmedicine.5058-20] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Objective Prospective memory (PM) is an important social cognitive function in everyday life. PM is one of the most affected cognitive domains in multiple sclerosis (MS) patients. Gray matter (GM) atrophy and plaques have been attracting attention for various cognitive impairments in MS patients. This study aimed to clarify the atrophic GM regions associated with PM deficits and investigate the relationship between the atrophic GM regions and GM plaques. Methods Twenty-one MS patients and 10 healthy controls (HCs) underwent neuropsychological tests and MRI. PM was assessed using subtests of the Rivermead Behavioural Memory Test. A lesion symptom analysis was performed using voxel-based morphometry (VBM). We then evaluated GM plaques in the corresponding areas using double inversion recovery (DIR). Results MS patients showed lower PM scores than HCs (p=0.0064). The GM volume of MS patients tended to be lower than those of HCs. VBM analyses revealed correlations of the PM score with the orbital part of the left inferior frontal gyrus, the left hippocampus, and the right parahippocampus. There was no GM plaque in the orbital part of the left inferior frontal gyrus and the right parahippocampus. Only one patient (4.8%) had GM plaque in the left hippocampus. Conclusion The left inferior frontal gyrus, the left hippocampus, and the right parahippocampus were associated with PM in MS, whereas these atrophic GM regions were not associated with GM plaque. Regardless of the location of plaques on DIR, both PM deficit and GM atrophy should be detected using neuropsychological tests and VBM in MS patients.
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Affiliation(s)
- Megumi Toko
- Department of Clinical Neuroscience and Therapeutics, Hiroshima University Graduate School of Biomedical and Health Sciences, Japan
| | - Juri Kitamura
- Department of Clinical Neuroscience and Therapeutics, Hiroshima University Graduate School of Biomedical and Health Sciences, Japan
- Department of Neurology, National Hospital Organization Higashihiroshima Medical Center, Japan
| | - Hiroki Ueno
- Department of Clinical Neuroscience and Therapeutics, Hiroshima University Graduate School of Biomedical and Health Sciences, Japan
| | - Tomohiko Ohshita
- Department of Clinical Neuroscience and Therapeutics, Hiroshima University Graduate School of Biomedical and Health Sciences, Japan
| | - Kiyotaka Nemoto
- Department of Psychiatry, Division of Clinical Medicine, Faculty of Medicine, University of Tsukuba, Japan
| | - Kazuhide Ochi
- Department of Clinical Neuroscience and Therapeutics, Hiroshima University Graduate School of Biomedical and Health Sciences, Japan
- Department of Neurology, Hiroshima City Asa Citizens Hospital, Japan
| | - Toru Higaki
- Department of Diagnostic Radiology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Japan
| | - Yuji Akiyama
- Department of Clinical Radiology, Hiroshima University Hospital, Japan
| | - Kazuo Awai
- Department of Diagnostic Radiology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Japan
| | - Hirofumi Maruyama
- Department of Clinical Neuroscience and Therapeutics, Hiroshima University Graduate School of Biomedical and Health Sciences, Japan
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6
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Gazes Y, Li P, Sun E, Razlighi Q, Tsapanou A. Age specificity in fornix-to-hippocampus association. Brain Imaging Behav 2020; 13:1444-1452. [PMID: 30187206 DOI: 10.1007/s11682-018-9958-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Both white and grey matter atrophy with age, but it is still unclear how decline in white matter relates to decline in grey matter, and how this relationship varies with age. In a group of healthy adults from 20 to 80 years old, divided into three age groups by tertiles, we cross-sectionally examined the white-to-grey matter associations in the fornix and the hippocampus, and tested if and how the fornix-to-hippocampus relationship differs across the age groups. Both structures were also tested as predictors for performance on a memory test, the Selective Reminding Task (SRT). Participants were imaged with T1-weighted magnetic resonance imaging (MRI) and diffusion-weighted imaging (DWI), from which the hippocampal volume, fractional anisotropy (FA), and mean diffusivity (MD) for the bilateral crus and body of the fornix were calculated. Our data showed that even after accounting for age, sex, and motion parameters, fornix integrity predicted hippocampal volume in the two older age groups (middle and old age) for the crus of the fornix, and only in the oldest age group for the body of the fornix. Furthermore, fornix integrity significantly predicted SRT performance, whereas hippocampal volume did not; this relationship was also observed only in the oldest age group, and absent in the two younger age groups. The age specificity of the relationships suggests that the fornix-to-hippocampus relationship only manifests once brain structures begin to atrophy in old age, and that fornix integrity is a more sensitive measure for episodic memory than is hippocampal volume.
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Affiliation(s)
- Yunglin Gazes
- Cognitive Neuroscience Division, Department of Neurology, Columbia University Medical Center, 630 W 168th Street, P&S Box 16, New York, NY, 10032, USA.
| | - Peipei Li
- Cognitive Neuroscience Division, Department of Neurology, Columbia University Medical Center, 630 W 168th Street, P&S Box 16, New York, NY, 10032, USA
| | - Emily Sun
- Cognitive Neuroscience Division, Department of Neurology, Columbia University Medical Center, 630 W 168th Street, P&S Box 16, New York, NY, 10032, USA
| | - Qolamreza Razlighi
- Cognitive Neuroscience Division, Department of Neurology, Columbia University Medical Center, 630 W 168th Street, P&S Box 16, New York, NY, 10032, USA
| | - Angeliki Tsapanou
- Cognitive Neuroscience Division, Department of Neurology, Columbia University Medical Center, 630 W 168th Street, P&S Box 16, New York, NY, 10032, USA
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7
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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: 3.0] [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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8
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Valdés Cabrera D, Stobbe R, Smyth P, Giuliani F, Emery D, Beaulieu C. Diffusion tensor imaging tractography reveals altered fornix in all diagnostic subtypes of multiple sclerosis. Brain Behav 2020; 10:e01514. [PMID: 31858742 PMCID: PMC6955822 DOI: 10.1002/brb3.1514] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2019] [Revised: 11/06/2019] [Accepted: 12/05/2019] [Indexed: 01/19/2023] Open
Abstract
INTRODUCTION Diffusion tensor imaging (DTI) has shown abnormalities of the fornix and other limbic white matter tracts in multiple sclerosis (MS), mainly focusing on relapsing-remitting MS. METHODS The goal here was to evaluate the fornix, cingulum, and uncinate fasciculus with DTI tractography at 1.7 mm isotropic resolution in three MS subgroups (11 relapsing-remitting (RRMS), nine secondary progressive (SPMS), eight primary progressive (PPMS)) versus 11 controls, and assess correlations with cognitive and clinical scores. RESULTS The MS group overall showed extensive diffusion abnormalities of the fornix with less volume, lower fractional anisotropy (FA), and higher mean and radial diffusivities, which were similarly affected in all three MS subgroups. The uncinate fasciculus had lower FA only in the secondary progressive subgroup, and the cingulum had no DTI differences in any MS subgroup. The FA and/or volumes of these tracts correlated negatively with larger total lesion volume. The only DTI-cognitive correlation was lower right cingulum FA and greater depression over the entire MS cohort. CONCLUSIONS Diffusion tractography identified abnormalities in the fornix that appears to be affected early and consistently across all three primary MS phenotypes of RRMS, SPMS, and PPMS regardless of Expanded Disability Status Scale, time since diagnosis, or cognitive scores.
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Affiliation(s)
- Diana Valdés Cabrera
- Department of Biomedical Engineering, University of Alberta, Edmonton, AB, Canada
| | - Robert Stobbe
- Department of Biomedical Engineering, University of Alberta, Edmonton, AB, Canada
| | - Penelope Smyth
- Department of Medicine, University of Alberta, Edmonton, AB, Canada
| | | | - Derek Emery
- Department of Radiology, University of Alberta, Edmonton, AB, Canada
| | - Christian Beaulieu
- Department of Biomedical Engineering, University of Alberta, Edmonton, AB, Canada
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9
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Radecki DZ, Johnson EL, Brown AK, Meshkin NT, Perrine SA, Gow A. Corticohippocampal Dysfunction In The OBiden Mouse Model Of Primary Oligodendrogliopathy. Sci Rep 2018; 8:16116. [PMID: 30382234 PMCID: PMC6208344 DOI: 10.1038/s41598-018-34414-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2018] [Accepted: 09/25/2018] [Indexed: 12/18/2022] Open
Abstract
Despite concerted efforts over decades, the etiology of multiple sclerosis (MS) remains unclear. Autoimmunity, environmental-challenges, molecular mimicry and viral hypotheses have proven equivocal because early-stage disease is typically presymptomatic. Indeed, most animal models of MS also lack defined etiologies. We have developed a novel adult-onset oligodendrogliopathy using a delineated metabolic stress etiology in myelinating cells, and our central question is, “how much of the pathobiology of MS can be recapitulated in this model?” The analyses described herein demonstrate that innate immune activation, glial scarring, cortical and hippocampal damage with accompanying electrophysiological, behavioral and memory deficits naturally emerge from disease progression. Molecular analyses reveal neurofilament changes in normal-appearing gray matter that parallel those in cortical samples from MS patients with progressive disease. Finally, axon initial segments of deep layer pyramidal neurons are perturbed in entorhinal/frontal cortex and hippocampus from OBiden mice, and computational modeling provides insight into vulnerabilities of action potential generation during demyelination and early remyelination. We integrate these findings into a working model of corticohippocampal circuit dysfunction to predict how myelin damage might eventually lead to cognitive decline.
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Affiliation(s)
- Daniel Z Radecki
- Center for Molecular Medicine and Genetics, School of Medicine, Wayne State University, Detroit, MI, 48201, USA.,Department of Comparative Biosciences, University of Wisconsin-Madison School of Veterinary Medicine, Madison, WI, 53706, USA
| | - Elizabeth L Johnson
- Institute of Gerontology, Wayne State University, Detroit, MI, 48202, USA.,Helen Wills Neuroscience Institute, University of California, Berkeley, CA, 94720, USA
| | - Ashley K Brown
- Center for Molecular Medicine and Genetics, School of Medicine, Wayne State University, Detroit, MI, 48201, USA
| | - Nicholas T Meshkin
- Center for Molecular Medicine and Genetics, School of Medicine, Wayne State University, Detroit, MI, 48201, USA.,Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI, 48201, USA
| | - Shane A Perrine
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI, 48201, USA
| | - Alexander Gow
- Center for Molecular Medicine and Genetics, School of Medicine, Wayne State University, Detroit, MI, 48201, USA. .,Carman and Ann Adams Department of Pediatrics, School of Medicine, Wayne State University, Detroit, MI, 48201, USA. .,Department of Neurology, School of Medicine, Wayne State University, Detroit, MI, 48201, USA.
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10
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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: 78] [Impact Index Per Article: 13.0] [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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11
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Scherder R, Kant N, Wolf E, Pijnenburg ACM, Scherder E. Pain and Cognition in Multiple Sclerosis. PAIN MEDICINE 2018; 18:1987-1998. [PMID: 28340237 DOI: 10.1093/pm/pnw290] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Objective The goal of the present study was to examine the relationship between pain and cognition in patients with multiple sclerosis. Design Cross-sectional. Setting Nursing home and personal environment of the investigators. Subjects Two groups of participants were included: 91 patients with multiple sclerosis and 80 matched control participants. Methods The level of pain was measured by the following pain scales: Number of Words Chosen-Affective, Colored Analogue Scale for pain intensity and suffering from pain, and the Faces Pain Scale. Mood was tested by administering the Beck Depression Inventory and the Symptom Check List-90 anxiety and depression subscale. Global cognitive functioning was assessed by the Mini Mental State Examination. Memory and executive functions were assessed by several neuropsychological tests. Results Multiple sclerosis (MS) patients scored significantly lower than control participants on the majority of the neuropsychological tests. The MS patients experienced more pain compared with control participants, despite the fact that they were taking significantly more pain medication. No significant correlation was observed between cognition and pain in MS patients. Verbal working memory explained 10% of pain intensity (trend). Mood appeared to be a significant predictor of pain in patients with multiple sclerosis. Conclusion The lack of a relationship between cognition and pain might be explained by the fact that, compared with control participants, patients with multiple sclerosis activate other non-pain-related areas to perform executive functions and memory tasks.
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Affiliation(s)
- R Scherder
- Department of Clinical Neuropsychology, VU University, Amsterdam, The Netherlands
| | - N Kant
- Nieuw Unicum, Zandvoort, The Netherlands
| | - E Wolf
- Department of Clinical Neuropsychology, VU University, Amsterdam, The Netherlands
| | - A C M Pijnenburg
- Department of Orthopaedics, Amstelland Hospital, Amstelveen, The Netherlands
| | - E Scherder
- Department of Clinical Neuropsychology, VU University, Amsterdam, The Netherlands
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12
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Keser Z, Hasan KM, Mwangi B, Younes K, Khayat-Khoei M, Kamali A, Lincoln JA, Nelson FM. Quantitative Limbic System Mapping of Main Cognitive Domains in Multiple Sclerosis. Front Neurol 2018; 9:132. [PMID: 29593633 PMCID: PMC5857595 DOI: 10.3389/fneur.2018.00132] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2017] [Accepted: 02/22/2018] [Indexed: 12/03/2022] Open
Abstract
Background and objective Cognitive impairment (CI) is common in multiple sclerosis (MS), but underlying mechanisms and their imaging correlates are not completely understood. The gray and white matter structures of the limbic system (LS) play crucial roles in different aspects of cognition. To investigate their role in MS related CI, and since a detailed evaluations are lacking in the literature, we used a comprehensive neuroimaging approach to evaluate CI’s correlations with the main components of the LS. Methods Ten non-cognitively impaired MS patients and 30 MS patients with diagnosed CI, who underwent a comprehensive neuropsychological evaluation were included in the analysis. Microstructural integrity, volumetry of main limbic gray and white matter structures and cortical thickness were assessed for associations with CI. Results Fornix and cingulum/cingulate cortices were found to be the strongest correlates of CI in MS. As expected, LS’ gray and white matter structures were involved in various cognitive functions. Uncinate fasciculi showed significant correlation with verbal and visuospatial learning and memory, phonemic and semantic fluency; hippocampi with visuospatial skills, phonemic and semantic fluency, executive functions, and processing speed; thalami with verbal learning, visuospatial skills, semantic fluency; and amygdala with verbal recognition discrimination. Conclusion This comprehensive neuroimaging approach elucidated the role of the main limbic structures in cognitive functions associated with MS-related CI.
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Affiliation(s)
- Zafer Keser
- Department of Neurology, McGovern Medical School, University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Khader M Hasan
- Department of Diagnostic and Interventional Radiology, McGovern Medical School, University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Benson Mwangi
- Department of Psychiatry, McGovern Medical School, University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Kyan Younes
- Department of Neurology, McGovern Medical School, University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Mahsa Khayat-Khoei
- Department of Neurology, McGovern Medical School, University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Arash Kamali
- Department of Diagnostic and Interventional Radiology, McGovern Medical School, University of Texas Health Science Center at Houston, Houston, TX, United States
| | - John A Lincoln
- Department of Neurology, McGovern Medical School, University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Flavia M Nelson
- Department of Neurology, McGovern Medical School, University of Texas Health Science Center at Houston, Houston, TX, United States
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13
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Abstract
PURPOSE The aims of this study were to describe the nature and diversity of perceived cognitive deficits using the Perceived Deficits Questionnaire (PDQ), to assess the reliability of the PDQ, and to explore self-reported predictors of PDQ scores in a large community-based sample of persons with multiple sclerosis (MS). MATERIALS AND METHODS Persons with MS enrolled in a randomized controlled trial provided demographic data and completed the PDQ along with measures of cognitive and memory strategies, cognitive abilities, self-efficacy, and depressive symptoms and neuropsychological tests. RESULTS Most of the 183 participants were non-Hispanic white women, approximately 49 years old, and diagnosed with MS 12.5 years prior. The most frequent cognitive complaints regarded trouble remembering telephone numbers, mind drifting, and forgetting why one came into a room. The PDQ scores were significantly related to self-rated cognitive abilities, depressive symptoms, self-efficacy, and use of cognitive strategies, but not to scores on neuropsychological performance tests. When controlling for other variables, self-rated cognitive abilities was the strongest, significant predictor of perceived cognitive deficits. CONCLUSION Persons with MS most frequently experience deficits related to short-term memory and attention. The PDQ total is a reliable measure of perceived cognitive deficits in persons with MS, is feasible for use by nurses in clinical settings-can be administered in approximately 5 minutes, and is easily scored.
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14
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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: 1.1] [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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15
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Brinkmeyer-Langford CL, Rech R, Amstalden K, Kochan KJ, Hillhouse AE, Young C, Welsh CJ, Threadgill DW. Host genetic background influences diverse neurological responses to viral infection in mice. Sci Rep 2017; 7:12194. [PMID: 28939838 PMCID: PMC5610195 DOI: 10.1038/s41598-017-12477-2] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2017] [Accepted: 09/04/2017] [Indexed: 01/25/2023] Open
Abstract
Infection by Theiler's murine encephalomyelitis virus (TMEV) is a model for neurological outcomes caused by virus infection because it leads to diverse neurological conditions in mice, depending on the strain infected. To extend knowledge on the heterogeneous neurological outcomes caused by TMEV and identify new models of human neurological diseases associated with antecedent infections, we analyzed the phenotypic consequences of TMEV infection in the Collaborative Cross (CC) mouse population. We evaluated 5 different CC strains for outcomes of long-term infection (3 months) and acute vs. early chronic infection (7 vs. 28 days post-infection), using neurological and behavioral phenotyping tests and histology. We correlated phenotypic observations with haplotypes of genomic regions previously linked to TMEV susceptibility to test the hypothesis that genomic diversity within CC mice results in variable disease phenotypes in response to TMEV. None of the 5 strains analyzed had a response identical to that of any other CC strain or inbred strain for which prior data are available, indicating that strains of the CC can produce novel models of neurological disease. Thus, CC strains can be a powerful resource for studying how viral infection can cause different neurological outcomes depending on host genetic background.
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Affiliation(s)
| | - Raquel Rech
- Department of Veterinary Pathobiology, Texas A&M University, College Station, Texas, 77843, USA
| | - Katia Amstalden
- Department of Veterinary Pathobiology, Texas A&M University, College Station, Texas, 77843, USA
| | - Kelli J Kochan
- Texas A&M Institute for Genomic Sciences and Society, Texas A&M University, College Station, Texas, 77843, USA
| | - Andrew E Hillhouse
- Texas A&M Institute for Genomic Sciences and Society, Texas A&M University, College Station, Texas, 77843, USA
| | - Colin Young
- Department of Veterinary Integrative Biosciences, Texas A&M University, College Station, Texas, 77843, USA
| | - C Jane Welsh
- Department of Veterinary Integrative Biosciences, Texas A&M University, College Station, Texas, 77843, USA
- Department of Veterinary Pathobiology, Texas A&M University, College Station, Texas, 77843, USA
| | - David W Threadgill
- Department of Veterinary Pathobiology, Texas A&M University, College Station, Texas, 77843, USA
- Texas A&M Institute for Genomic Sciences and Society, Texas A&M University, College Station, Texas, 77843, USA
- Department of Molecular and Cellular Medicine, Texas A&M University, College Station, Texas, 77843, USA
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16
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Linsenbardt HR, Cook JL, Young EE, Vichaya EG, Young CR, Reusser NM, Storts R, Welsh CJ, Meagher MW. Social disruption alters pain and cognition in an animal model of multiple sclerosis. J Neuroimmunol 2015; 288:56-68. [PMID: 26531695 DOI: 10.1016/j.jneuroim.2015.09.005] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2015] [Revised: 09/09/2015] [Accepted: 09/10/2015] [Indexed: 01/29/2023]
Abstract
Although pain and cognitive deficits are widespread and debilitating symptoms of multiple sclerosis (MS), they remain poorly understood. Theiler's murine encephalomyelitis virus (TMEV) infection is an animal model of MS where disease course is exacerbated by prior stressors. Here chronic infection coupled with prior social stress increased pain behavior and impaired hippocampal-dependent memory consolidation during the demyelinating phase of disease in SJL mice. These results suggest that the TMEV model may be useful in investigating pain and cognitive impairments in MS. However, in contrast to prior Balb/cJ studies, stress failed to consistently alter behavioral and physiological indicators of disease course.
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Affiliation(s)
- H R Linsenbardt
- Department of Psychology, Texas A&M University, College Station, TX, United States; Texas A&M Institute for Neuroscience, Texas A&M University, College Station, TX, United States
| | - J L Cook
- Department of Psychology, Texas A&M University, College Station, TX, United States
| | - E E Young
- Department of Psychology, Texas A&M University, College Station, TX, United States
| | - E G Vichaya
- Department of Psychology, Texas A&M University, College Station, TX, United States
| | - C R Young
- Department of Veterinary Integrative Biosciences, Texas A&M University, College Station, TX, United States
| | - N M Reusser
- Department of Psychology, Texas A&M University, College Station, TX, United States
| | - R Storts
- Department of Veterinary Pathobiology, Texas A&M University, College Station, TX, United States
| | - C J Welsh
- Texas A&M Institute for Neuroscience, Texas A&M University, College Station, TX, United States; Department of Veterinary Integrative Biosciences, Texas A&M University, College Station, TX, United States
| | - M W Meagher
- Department of Psychology, Texas A&M University, College Station, TX, United States; Texas A&M Institute for Neuroscience, Texas A&M University, College Station, TX, United States.
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17
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Koenig KA, Sakaie KE, Lowe MJ, Lin J, Stone L, Bermel RA, Beall EB, Rao SM, Trapp BD, Phillips MD. The relationship between cognitive function and high-resolution diffusion tensor MRI of the cingulum bundle in multiple sclerosis. Mult Scler 2015; 21:1794-801. [PMID: 26106010 DOI: 10.1177/1352458515576983] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2014] [Accepted: 02/16/2015] [Indexed: 10/23/2022]
Abstract
BACKGROUND Imaging can provide noninvasive neural markers of disease progression in multiple sclerosis (MS) that are related to behavioral and cognitive symptoms. Past work suggests that diffusion tensor imaging (DTI) provides a measure of white matter pathology, including demyelination and axonal counts. OBJECTIVES In the current study, the authors investigate the relationship of DTI measures in the cingulum bundle to common deficits in MS, including episodic memory, working memory, and information processing speed. METHODS Fifty-seven patients with MS and 17 age- and education-matched controls underwent high-spatial resolution diffusion scans and cognitive testing. Probabilistic tracking was used to generate tracks from the posterior cingulate cortex to the entorhinal cortex. RESULTS Radial and axial diffusivity values were significantly different between patients and controls (p < 0.031), and in patients bilateral diffusion measures were significantly related to measures of episodic memory and speed of processing (p < 0.033). CONCLUSIONS The tractography-based measures of posterior cingulum integrity reported here support further development of DTI as a viable measure of axonal integrity and cognitive function in patients with MS.
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Affiliation(s)
| | - Ken E Sakaie
- Imaging Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Mark J Lowe
- Imaging Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Jian Lin
- Imaging Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Lael Stone
- Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Robert A Bermel
- Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Erik B Beall
- Imaging Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Stephen M Rao
- Schey Center for Cognitive Neuroimaging, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Bruce D Trapp
- Department of Neurosciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
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18
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Romero K, Pavisian B, Staines WR, Feinstein A. Multiple sclerosis, cannabis, and cognition: A structural MRI study. NEUROIMAGE-CLINICAL 2015; 8:140-7. [PMID: 26106538 PMCID: PMC4473732 DOI: 10.1016/j.nicl.2015.04.006] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/05/2015] [Revised: 04/06/2015] [Accepted: 04/07/2015] [Indexed: 02/09/2023]
Abstract
Objective A subset of patients with multiple sclerosis (MS) smoke cannabis to relieve symptoms including spasticity and pain. Recent evidence suggests that smoking cannabis further impairs cognition in people with MS and is linked to impaired functional brain changes. No such association, however, has been reported between cannabis use and structural brain changes, hence the focus of the present study. Methods Twenty patients with MS who smoke cannabis for symptom relief, and 19 matched non-cannabis-smoking MS patients were given the Brief Repeatable Neuropsychological Battery and structural MRI scans. Images were segmented into gray matter and white matter, and subsequently analysed with Partial Least Squares, a data-driven multivariate technique that explores brain–behaviour associations. Results In both groups, the Partial Least Squares analysis yielded significant correlations between cognitive scores and both gray matter (33% variance, p < .0001) and white matter (17% variance, p < .05) volume. Gray matter volume in the thalamus, basal ganglia, medial temporal, and medial prefrontal regions, and white matter volume in the fornix correlated with cognitive deficits. Crucially, the analysis indicated that brain volume reductions were associated with more extensive cognitive impairment in the cannabis versus the non-cannabis MS group. Interpretation These results suggest that cannabis use in MS results in more widespread cognitive deficits, which correlate with tissue volume in subcortical, medial temporal, and prefrontal regions. These are the first findings demonstrating an association between cannabis use, cognitive impairment and structural brain changes in MS patients. In MS, cannabis use moderates the association between cognition and brain integrity. Gray matter correlates with more widespread cognitive deficits in cannabis users. Hippocampal volume & white matter are correlated with memory only in cannabis users. Such differential patterns suggest that cannabis use has negative effects in MS patients.
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Affiliation(s)
- Kristoffer Romero
- Department of Psychiatry, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Bennis Pavisian
- Department of Psychiatry, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - William R Staines
- Department of Kinesiology, University of Waterloo, Waterloo, ON, Canada
| | - Anthony Feinstein
- Department of Psychiatry, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
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19
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Kern KC, Gold SM, Lee B, Montag M, Horsfall J, O'Connor MF, Sicotte NL. Thalamic-hippocampal-prefrontal disruption in relapsing-remitting multiple sclerosis. NEUROIMAGE-CLINICAL 2014; 8:440-7. [PMID: 26106524 PMCID: PMC4473119 DOI: 10.1016/j.nicl.2014.12.015] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/20/2014] [Revised: 07/06/2014] [Accepted: 12/21/2014] [Indexed: 01/22/2023]
Abstract
Background Cortical, thalamic and hippocampal gray matter atrophy in relapsing–remitting MS (RRMS) is associated cognitive deficits. However, the role of interconnecting white matter pathways including the fornix, cingulum, and uncinate fasciculus (UF) is less well studied. Objective To assess MS damage to a hippocampal–thalamic–prefrontal network and the relative contributions of its components to specific cognitive domains. Methods We calculated diffusion tensor fractional anisotropy (FA) in the fornix, cingulum and UF as well as thalamic and hippocampal volumes in 27 RRMS patients and 20 healthy controls. A neuropsychological battery was administered and 4 core tests known to be sensitive to MS changes were used to assess cognitive impairment. To determine the relationships between structure and cognition, all tests were grouped into 4 domains: attention/executive function, processing speed, verbal memory, and spatial memory. Univariate correlations with structural measures and depressive symptoms identified potential contributors to cognitive performance and subsequent linear regression determined their relative effects on performance in each domain. For significant predictors, we also explored the effects of laterality and axial versus radial diffusivity. Results RRMS patients had worse performance on the Symbol Digit Modalities Test, but no significant impairment in the 4 cognitive domains. RRMS had reduced mean FA of all 3 pathways and reduced thalamic and hippocampal volumes compared to controls. In RRMS we found that thalamic volume and BDI predicted attention/executive function, UF FA predicted processing speed, thalamic volume predicted verbal memory, and UF FA and BDI predicted spatial memory. Conclusions Hippocampal–thalamic–prefrontal disruption affects cognitive performance in early RRMS with mild to minimal cognitive impairment, confirming both white and gray matter involvement in MS and demonstrating utility in assessing functional networks to monitor cognition. We detect limbic white matter and gray matter insult in early RRMS patients with mild to minimal cognitive impairment. Thalamic atrophy and uncinate fasciculus microstructural changes are associated with cognitive performance in early RRMS. Depressive symptomatology also independently predicts cognitive performance
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Key Words
- AD, axial diffusivity
- BDI, Beck Depression Inventory
- BSRT, Buschke Selective Reminding Test
- BVMT, Brief Visuospatial Memory Test
- BVRT, Benton Visual Retention Test
- CVLT-II, California Verbal Learning Test II
- Cognition
- DTI, diffusion tensor imaging
- Diffusion tensor imaging
- EDSS, Expanded Disability Status Scale
- FA, fractional anisotropy
- FAST, FMRIB's Automated Segmentation Tool
- FLAIR, Fluid Attenuated Inversion Recovery
- FOV, field of view
- FSL, Functional MRI of the Brain Software Library
- GM, gray matter
- Limbic system
- MPRAGE, Magnetization Prepared Rapid Acquisition Gradient Echo
- MRI
- MRI, magnetic resonance image
- Memory
- Multiple sclerosis
- NEX, number of excitations
- PASAT, Paced Auditory Serial Addition Test
- RAVLT, Rey Auditory Verbal Learning Test
- RD, radial diffusivity
- ROI, region of interest
- RRMS, relapsing remitting multiple sclerosis
- SDMT, Symbol Digit Modalities Test
- TBSS, Tract-based Spatial Statistics
- TE, echo time
- TI, inversion time
- TR, repetition time
- UF, uncinate fasciculus
- WAIS, Wechsler Adult Intelligence Scale
- WM, white matter.
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Affiliation(s)
- Kyle C. Kern
- Department of Neurology, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Stefan M. Gold
- Institute for Neuroimmunology and Clinical Multiple Sclerosis Research, University Hospital Hamburg-Eppendorf, Hamburg, Germany
| | - Brian Lee
- Department of Neurology, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Michael Montag
- Department of Neurology, University of California Los Angeles, Los Angeles, CA, USA
| | - Jessica Horsfall
- Department of Neurology, University of California Los Angeles, Los Angeles, CA, USA
| | | | - Nancy L. Sicotte
- Department of Neurology, Cedars-Sinai Medical Center, Los Angeles, CA, USA
- Department of Neurology, University of California Los Angeles, Los Angeles, CA, USA
- Corresponding Author: Department of Neurology, Cedars-Sinai Medical Center, Rm 6414, 127 S. San Vicente Blvd., AHSP, Los Angeles, CA 90048, USA. Tel.:1-310 423 1320.
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Miller AK, Basso MR, Candilis PJ, Combs DR, Woods SP. Pain is associated with prospective memory dysfunction in multiple sclerosis. J Clin Exp Neuropsychol 2014; 36:887-96. [PMID: 25338929 DOI: 10.1080/13803395.2014.953040] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Prospective memory (PM) pertains to the execution of a future goal or behavior. Initial research implies that people with multiple sclerosis (MS) are apt to show impaired prospective memory for activities of daily living. Yet, PM impairment does not occur in all people with MS. Thus, some other variable besides disease status alone may contribute to PM dysfunction in people with MS. Chronic pain may be such a variable. Approximately 50-70% of people with MS experience significant pain, and such pain has been thought to diminish memory function. To investigate this possibility, 96 patients with MS and 29 healthy subjects were administered the Memory for Intentions Screening Test (MIST; Woods, S. P., Iudicello, J. E., Moran, L. M, Carey, C. L., Dawson, M. S., & Grant, I. (2008). HIV-associated prospective memory impairment increases risk of dependence in everyday functioning. Neuropsychology, 22, 110-117.), a well-validated measure of prospective memory, and the Medical Outcomes Study Pain Effects Scale (PES; Fischer, J. S., Rudick, R. A., Cutter, G. R., & Reingold, S. C. (1999). The multiple sclerosis functional composite measure (MSFC): An integrated approach to MS clinical outcome assessment. National MS Society Clinical Outcomes Assessment Task Force. Multiple Sclerosis, 5, 244-250.) to assess chronic pain. After controlling for demographic variables and disability severity, subjective pain accounted for significant variance in PM, particularly for time-based intentions over sustained delay periods. These data accord well with assertions that pain may degrade ability to remember new intentions and suggests that pain is associated with PM dysfunction in people with MS.
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Affiliation(s)
- Ashley K Miller
- a Department of Psychology , University of Tulsa , Tulsa , OK , USA
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Tovar-Moll F, Evangelou IE, Chiu AW, Auh S, Chen C, Ehrmantraut M, Ohayon JM, Richert N, Bagnato F. Diffuse and focal corticospinal tract disease and its impact on patient disability in multiple sclerosis. J Neuroimaging 2014; 25:200-206. [PMID: 25318661 DOI: 10.1111/jon.12171] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2014] [Revised: 06/15/2014] [Accepted: 07/13/2014] [Indexed: 11/28/2022] Open
Abstract
BACKGROUND AND PURPOSE We investigated the impact of focal and diffuse corticospinal tracts damage on sensory-motor disability in multiple sclerosis (MS) patients. METHODS Twenty-five MS patients underwent 3.0 Tesla (3T) magnetic resonance imaging with diffusion tensor imaging (DTI). The Expanded Disability Status Scale (EDSS) and the Timed 25-Foot Walk test (T25FW) quantified patient physical disability. Fractional anisotropy (FA) and mean diffusivity (MD) of the corticospinal tracts, whole brain and corticospinal tracts lesion volume were also computed. Spearman rank correlation analyses measured the associations between DTI-derived metrics and other measures of disease. Partial correlation analyses between DTI and disability measures were performed and corrected for lesion volumes as appropriate. RESULTS Significant associations were seen between FA of the corticospinal tracts and EDSS (r = -.500, P = .0011), motor-EDSS (r = -.519, P = .008), and T25WF (r = -.637, P = .001) scores and MD of the corticospinal tracts and motor-EDSS (r = .469, P = .018) and T25WF (r = .428, P = .033) scores. When correcting for lesion volumes, only the association between FA of the corticospinal tracts and EDSS (r ≤ -.516, p ≤ .01) or motor-EDSS score (r ≤ -.516, p ≤ .01) persisted. CONCLUSIONS DTI at 3T shows that the impact of diffuse corticospinal tracts disease on sensory-motor disability is greatly mediated by focal lesions in MS.
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Affiliation(s)
- Fernanda Tovar-Moll
- Neuroimmunology Branch, National Institute of Neurological Disorders and Stroke (NINDS), National Institute of Health (NIH), Bethesda, MD.,D'Or Institute for Research and Education (IDOR), Rio de Janeiro, Brazil.,Institute of Biomedical Sciences and National Center of Structural Biology and Bioimaging (CENABIO), Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Iordanis E Evangelou
- Neuroimmunology Branch, National Institute of Neurological Disorders and Stroke (NINDS), National Institute of Health (NIH), Bethesda, MD
| | - Annie W Chiu
- Neuroimmunology Branch, National Institute of Neurological Disorders and Stroke (NINDS), National Institute of Health (NIH), Bethesda, MD
| | - Sungyoung Auh
- Office of the Clinical Director, NINDS, NIH, Bethesda, MD
| | - Christina Chen
- Neuroimmunology Branch, National Institute of Neurological Disorders and Stroke (NINDS), National Institute of Health (NIH), Bethesda, MD
| | - Mary Ehrmantraut
- Neuroimmunology Branch, National Institute of Neurological Disorders and Stroke (NINDS), National Institute of Health (NIH), Bethesda, MD
| | - Joan M Ohayon
- Neuroimmunology Branch, National Institute of Neurological Disorders and Stroke (NINDS), National Institute of Health (NIH), Bethesda, MD
| | - Nancy Richert
- Neuroimmunology Branch, National Institute of Neurological Disorders and Stroke (NINDS), National Institute of Health (NIH), Bethesda, MD
| | - Francesca Bagnato
- Neuroimmunology Branch, National Institute of Neurological Disorders and Stroke (NINDS), National Institute of Health (NIH), Bethesda, MD
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