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Published in: Journal of Neurology 1/2021

01-01-2021 | Multiple Sclerosis | Original Communication

Spatial navigation in early multiple sclerosis: a neglected cognitive marker of the disease?

Authors: Eva Němá, Adam Kalina, Tomáš Nikolai, Martin Vyhnálek, Eva Meluzínová, Jan Laczó

Published in: Journal of Neurology | Issue 1/2021

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Abstract

Background

Cognitive deficits are common in early multiple sclerosis (MS), however, spatial navigation changes and their associations with brain pathology remain poorly understood.

Objective

To characterize the profile of spatial navigation changes in two main navigational strategies, egocentric (self-centred) and allocentric (world-centred), and their associations with demyelinating and neurodegenerative changes in early MS.

Methods

Participants with early MS after the first clinical event (n = 51) and age-, gender- and education-matched controls (n = 42) underwent spatial navigation testing in a real-space human analogue of the Morris water maze task, comprehensive neuropsychological assessment, and MRI brain scan with voxel-based morphometry and volumetric analyses.

Results

The early MS group had lower performance in the egocentric (p = 0.010), allocentric (p = 0.004) and allocentric-delayed (p = 0.038) navigation tasks controlling for age, gender and education. Based on the applied criteria, lower spatial navigation performance was present in 26–29 and 33–41% of the participants with early MS in the egocentric and the allocentric task, respectively. Larger lesion load volume in cortical, subcortical and cerebellar regions (ß ≥ 0.29; p ≤ 0.032) unlike brain atrophy was associated with less accurate allocentric navigation performance.

Conclusion

Lower spatial navigation performance is present in up to 41% of the participants with early MS. Demyelinating lesions in early MS may disrupt neural network forming the basis of allocentric navigation.
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Literature
1.
go back to reference Brochet B, Ruet A (2019) Cognitive impairment in multiple sclerosis with regards to disease duration and clinical phenotypes. Front Neurol 10:261PubMedPubMedCentral Brochet B, Ruet A (2019) Cognitive impairment in multiple sclerosis with regards to disease duration and clinical phenotypes. Front Neurol 10:261PubMedPubMedCentral
2.
go back to reference Potagas C, Giogkaraki E, Koutsis G, Mandellos D, Tsirempolou E, Sfagos C, Vassilopoulos D (2008) Cognitive impairment in different MS subtypes and clinically isolated syndromes. J Neurol Sci 267:100–106PubMed Potagas C, Giogkaraki E, Koutsis G, Mandellos D, Tsirempolou E, Sfagos C, Vassilopoulos D (2008) Cognitive impairment in different MS subtypes and clinically isolated syndromes. J Neurol Sci 267:100–106PubMed
3.
go back to reference Daams M, Steenwijk MD, Schoonheim MM, Wattjes MP, Balk LJ, Tewarie PK, Killestein J, Uitdehaag BM, Geurts JJ, Barkhof F (2016) Multi-parametric structural magnetic resonance imaging in relation to cognitive dysfunction in long-standing multiple sclerosis. Mult Scler 22:608–619PubMed Daams M, Steenwijk MD, Schoonheim MM, Wattjes MP, Balk LJ, Tewarie PK, Killestein J, Uitdehaag BM, Geurts JJ, Barkhof F (2016) Multi-parametric structural magnetic resonance imaging in relation to cognitive dysfunction in long-standing multiple sclerosis. Mult Scler 22:608–619PubMed
4.
go back to reference Schultheis MT, Weisser V, Ang J, Elovic E, Nead R, Sestito N, Fleksher C, Millis SR (2010) Examining the relationship between cognition and driving performance in multiple sclerosis. Arch Phys Med Rehabil 91:465–473PubMed Schultheis MT, Weisser V, Ang J, Elovic E, Nead R, Sestito N, Fleksher C, Millis SR (2010) Examining the relationship between cognition and driving performance in multiple sclerosis. Arch Phys Med Rehabil 91:465–473PubMed
5.
go back to reference Honarmand K, Akbar N, Kou N, Feinstein A (2011) Predicting employment status in multiple sclerosis patients: the utility of the MS functional composite. J Neurol 258:244–249PubMed Honarmand K, Akbar N, Kou N, Feinstein A (2011) Predicting employment status in multiple sclerosis patients: the utility of the MS functional composite. J Neurol 258:244–249PubMed
6.
go back to reference Reuter F, ZaaraouiW Crespy L, Faivre A, Rico A, Malikova I, Confort-Gouny S, Cozzone PJ, Ranjeva JP, Pelletier J, Audoin B (2011) Cognitive impairment at the onset of multiple sclerosis: relationship to lesion location. Mult Scler 17:755–758PubMed Reuter F, ZaaraouiW Crespy L, Faivre A, Rico A, Malikova I, Confort-Gouny S, Cozzone PJ, Ranjeva JP, Pelletier J, Audoin B (2011) Cognitive impairment at the onset of multiple sclerosis: relationship to lesion location. Mult Scler 17:755–758PubMed
7.
go back to reference Ruano L, Portaccio E, Goretti B, Niccolai C, Severo M, Patti F, Cilia S, Gallo P, Grossi P, Ghezzi A, Roscio M, Mattioli F, Stampatori C, Trojano M, Viterbo RG, Amato MP (2017) Age and disability drive cognitive impairment in multiple sclerosis across disease subtypes. Mult Scler 23:1258–1267PubMed Ruano L, Portaccio E, Goretti B, Niccolai C, Severo M, Patti F, Cilia S, Gallo P, Grossi P, Ghezzi A, Roscio M, Mattioli F, Stampatori C, Trojano M, Viterbo RG, Amato MP (2017) Age and disability drive cognitive impairment in multiple sclerosis across disease subtypes. Mult Scler 23:1258–1267PubMed
8.
9.
go back to reference Maguire EA, Burgess N, Donnett JG, Frackowiak RS, Frith CD, O’Keefe J (1998) Knowing where and getting there: a human navigation network. Science 280:921–924PubMed Maguire EA, Burgess N, Donnett JG, Frackowiak RS, Frith CD, O’Keefe J (1998) Knowing where and getting there: a human navigation network. Science 280:921–924PubMed
10.
go back to reference Bastiaansen AEM, van Sonderen A, Titulaer MJ (2017) Autoimmune encephalitis with anti-leucine-rich glioma-inactivated 1 or anti-contactin-associated protein-like 2 antibodies (formerly called voltage-gated potassium channel-complex antibodies). Curr Opin Neurol 30:302–309PubMed Bastiaansen AEM, van Sonderen A, Titulaer MJ (2017) Autoimmune encephalitis with anti-leucine-rich glioma-inactivated 1 or anti-contactin-associated protein-like 2 antibodies (formerly called voltage-gated potassium channel-complex antibodies). Curr Opin Neurol 30:302–309PubMed
11.
go back to reference Schneider CB, Linse K, Schönfeld R, Brown S, Brown S, Koch R, Reichmann H, Leplow B, Storch A (2017) Spatial learning deficits in Parkinson’s disease with and without mild cognitive impairment. Parkinsonism Relat Disord 36:83–88PubMed Schneider CB, Linse K, Schönfeld R, Brown S, Brown S, Koch R, Reichmann H, Leplow B, Storch A (2017) Spatial learning deficits in Parkinson’s disease with and without mild cognitive impairment. Parkinsonism Relat Disord 36:83–88PubMed
12.
go back to reference Majerová V, Kalinčík T, Laczó J, Vyhnálek M, Hort J, Bojar M, Růžička E, Roth J (2012) Disturbance of real space navigation in moderately advanced but not in early Huntington’s disease. J Neurol Sci 312:86–91PubMed Majerová V, Kalinčík T, Laczó J, Vyhnálek M, Hort J, Bojar M, Růžička E, Roth J (2012) Disturbance of real space navigation in moderately advanced but not in early Huntington’s disease. J Neurol Sci 312:86–91PubMed
13.
go back to reference Claessen MHG, Visser-Meily JMA, Meilinger T, Postma A, de Rooij NK, van der Ham IJM (2017) A systematic investigation of navigation impairment in chronic stroke patients: evidence for three distinct types. Neuropsychologia 103:154–161PubMed Claessen MHG, Visser-Meily JMA, Meilinger T, Postma A, de Rooij NK, van der Ham IJM (2017) A systematic investigation of navigation impairment in chronic stroke patients: evidence for three distinct types. Neuropsychologia 103:154–161PubMed
14.
go back to reference Hort J, Laczó J, Vyhnálek M, Bojar M, Bures J, Vlcek K (2007) Spatial navigation deficit in amnestic mild cognitive impairment. Proc Natl Acad Sci 104:4042–4047PubMed Hort J, Laczó J, Vyhnálek M, Bojar M, Bures J, Vlcek K (2007) Spatial navigation deficit in amnestic mild cognitive impairment. Proc Natl Acad Sci 104:4042–4047PubMed
15.
go back to reference Amlerova J, Laczo J, Vlcek K, Javurkova A, Andel R, Marusic P (2013) Risk factors for spatial memory impairment in patients with temporal lobe epilepsy. Epilepsy Behav 26:57–60PubMed Amlerova J, Laczo J, Vlcek K, Javurkova A, Andel R, Marusic P (2013) Risk factors for spatial memory impairment in patients with temporal lobe epilepsy. Epilepsy Behav 26:57–60PubMed
16.
go back to reference Hyncicova E, Vyhnalek M, Kalina A, Martinkovič L, Nikolai T, Lisý J, Hort J, Meluzínová E, Laczó J (2017) Cognitive impairment and structural brain changes in patients with clinically isolated syndrome at high risk for multiple sclerosis. J Neurol 264:482–493PubMed Hyncicova E, Vyhnalek M, Kalina A, Martinkovič L, Nikolai T, Lisý J, Hort J, Meluzínová E, Laczó J (2017) Cognitive impairment and structural brain changes in patients with clinically isolated syndrome at high risk for multiple sclerosis. J Neurol 264:482–493PubMed
17.
go back to reference Henry RG, Shieh M, Okuda DT, Evangelista A, Gorno-Tempini ML, Pelletier D (2008) Regional grey matter atrophy in clinically isolated syndromes at presentation. J Neurol Neurosurg Psychiatry 79:1236–1244PubMedPubMedCentral Henry RG, Shieh M, Okuda DT, Evangelista A, Gorno-Tempini ML, Pelletier D (2008) Regional grey matter atrophy in clinically isolated syndromes at presentation. J Neurol Neurosurg Psychiatry 79:1236–1244PubMedPubMedCentral
18.
go back to reference Hyncicova E, Kalina A, Vyhnalek M, Nikolai T, Martinkovic L, Lisy J, Hort J, Meluzinova E, Laczó J (2018) Health-related quality of life, neuropsychiatric symptoms and structural brain changes in clinically isolated syndrome. PLoS One 13:e0200254PubMedPubMedCentral Hyncicova E, Kalina A, Vyhnalek M, Nikolai T, Martinkovic L, Lisy J, Hort J, Meluzinova E, Laczó J (2018) Health-related quality of life, neuropsychiatric symptoms and structural brain changes in clinically isolated syndrome. PLoS One 13:e0200254PubMedPubMedCentral
19.
go back to reference Audoin B, Zaaraoui W, Reuter F, Rico A, Malikova I, Confort-Gouny S, Cozzone P, Pelletier J, Ranjeva J (2010) Atrophy mainly affects the limbic system and the deep grey matter at the first stage of multiple sclerosis. J Neurol Neurosurg Psychiatry 81:690–695PubMed Audoin B, Zaaraoui W, Reuter F, Rico A, Malikova I, Confort-Gouny S, Cozzone P, Pelletier J, Ranjeva J (2010) Atrophy mainly affects the limbic system and the deep grey matter at the first stage of multiple sclerosis. J Neurol Neurosurg Psychiatry 81:690–695PubMed
20.
go back to reference Thompson AJ, Banwell BL, Barkhof F, Carroll WM, Coetzee T, Comi G, Correale J, Fazekas F, Filippi M, Freedman MS, Fujihara K, Galetta SL, Hartung HP, Kappos L, Lublin FD, Marrie RA, Miller AE, Miller DH, Montalban X, Mowry EM, Sorensen PS, Tintoré M, Traboulsee AL, Trojano M, Uitdehaag BMJ, Vukusic S, Waubant E, Weinshenker BG, Reingold SC, Cohen JA (2018) Diagnosis of multiple sclerosis: 2017 revisions of the McDonald criteria. Lancet Neurol 17:162–173PubMed Thompson AJ, Banwell BL, Barkhof F, Carroll WM, Coetzee T, Comi G, Correale J, Fazekas F, Filippi M, Freedman MS, Fujihara K, Galetta SL, Hartung HP, Kappos L, Lublin FD, Marrie RA, Miller AE, Miller DH, Montalban X, Mowry EM, Sorensen PS, Tintoré M, Traboulsee AL, Trojano M, Uitdehaag BMJ, Vukusic S, Waubant E, Weinshenker BG, Reingold SC, Cohen JA (2018) Diagnosis of multiple sclerosis: 2017 revisions of the McDonald criteria. Lancet Neurol 17:162–173PubMed
21.
go back to reference Laczó J, Andel R, Nedelska Z, Vyhnalek M, Vlcek K, Crutch S, Harrison J, Hort J (2017) Exploring the contribution of spatial navigation to cognitive functioning in older adults. Neurobiol Aging 51:67–70PubMed Laczó J, Andel R, Nedelska Z, Vyhnalek M, Vlcek K, Crutch S, Harrison J, Hort J (2017) Exploring the contribution of spatial navigation to cognitive functioning in older adults. Neurobiol Aging 51:67–70PubMed
22.
go back to reference Laczó J, Vlcek K, Vyhnálek M, Vajnerová O, Ort M, Holmerová I, Tolar M, Andel R, Bojar M, Hort J (2009) Spatial navigation testing discriminates two types of amnestic mild cognitive impairment. Behav Brain Res 202:252–259PubMed Laczó J, Vlcek K, Vyhnálek M, Vajnerová O, Ort M, Holmerová I, Tolar M, Andel R, Bojar M, Hort J (2009) Spatial navigation testing discriminates two types of amnestic mild cognitive impairment. Behav Brain Res 202:252–259PubMed
23.
go back to reference Petersen RC (2004) Mild cognitive impairment as a diagnostic entity. J Intern Med 256:183–194PubMed Petersen RC (2004) Mild cognitive impairment as a diagnostic entity. J Intern Med 256:183–194PubMed
24.
go back to reference Nikolai T, Stepankova H, Kopecek M, Sulc Z, Vyhnalek M, Bezdicek O (2018) The uniform data set, Czech version: normative data in older adults from an international perspective. J Alzheimers Dis 61:1233–1240PubMedPubMedCentral Nikolai T, Stepankova H, Kopecek M, Sulc Z, Vyhnalek M, Bezdicek O (2018) The uniform data set, Czech version: normative data in older adults from an international perspective. J Alzheimers Dis 61:1233–1240PubMedPubMedCentral
25.
go back to reference Smith SM, Zhang Y, Jenkinson M, Chen J, Matthews PM, Federico A, De Stefano N (2002) Accurate, robust and automated longitudinal and cross-sectional brain change analysis. NeuroImage 17:479–489PubMed Smith SM, Zhang Y, Jenkinson M, Chen J, Matthews PM, Federico A, De Stefano N (2002) Accurate, robust and automated longitudinal and cross-sectional brain change analysis. NeuroImage 17:479–489PubMed
26.
go back to reference Smith SM, Jenkinson M, Woolrich MW, Beckmann CF, Behrens TE, Johansen-Berg H, Bannister PR, De Luca M, Drobnjak I, Flitney DE, Niazy RK, Saunders J, Vickers J, Zhang Y, De Stefano N, Brady JM, Matthews PM (2004) Advances in functional and structural MR image analysis and implementation as FSL. NeuroImage 23:208–219 Smith SM, Jenkinson M, Woolrich MW, Beckmann CF, Behrens TE, Johansen-Berg H, Bannister PR, De Luca M, Drobnjak I, Flitney DE, Niazy RK, Saunders J, Vickers J, Zhang Y, De Stefano N, Brady JM, Matthews PM (2004) Advances in functional and structural MR image analysis and implementation as FSL. NeuroImage 23:208–219
27.
go back to reference Patenaude B, Smith SM, Kennedy DN, Jenkinson M (2011) A Bayesian model of shape and appearance for subcortical brain segmentation. Neuroimage 56:907–922PubMedPubMedCentral Patenaude B, Smith SM, Kennedy DN, Jenkinson M (2011) A Bayesian model of shape and appearance for subcortical brain segmentation. Neuroimage 56:907–922PubMedPubMedCentral
28.
go back to reference Jack CR, Petersen RC, O’Brien PC, Tangalos EG (1992) MR-based hippocampal volumetry in the diagnosis of Alzheimer’s disease. Neurology 42:183–188PubMed Jack CR, Petersen RC, O’Brien PC, Tangalos EG (1992) MR-based hippocampal volumetry in the diagnosis of Alzheimer’s disease. Neurology 42:183–188PubMed
29.
go back to reference Battaglini M, Jenkinson M, De Stefano N (2012) Evaluating and reducing the impact of white matter lesions on brain volume measurements. Hum Brain Mapp 33:2062–2071PubMed Battaglini M, Jenkinson M, De Stefano N (2012) Evaluating and reducing the impact of white matter lesions on brain volume measurements. Hum Brain Mapp 33:2062–2071PubMed
30.
go back to reference Jenkinson M, Bannister P, Brady M, Smith S (2002) Improved optimization for the robust and accurate linear registration and motion correction of brain images. NeuroImage 17:825–841PubMed Jenkinson M, Bannister P, Brady M, Smith S (2002) Improved optimization for the robust and accurate linear registration and motion correction of brain images. NeuroImage 17:825–841PubMed
31.
go back to reference Winkler AM, Ridgway GR, Webster MA, Smith SM, Nichols TE (2014) Permutation inference for the general linear model. NeuroImage 92:381–397PubMedPubMedCentral Winkler AM, Ridgway GR, Webster MA, Smith SM, Nichols TE (2014) Permutation inference for the general linear model. NeuroImage 92:381–397PubMedPubMedCentral
32.
go back to reference Feuillet L, Reuter F, Audoin B, Malikova I, Barrau K, Cherif AA, Pelletier J (2007) Early cognitive impairment in patients with clinically isolated syndrome suggestive of multiple sclerosis. Mult Scler 13:124–127PubMed Feuillet L, Reuter F, Audoin B, Malikova I, Barrau K, Cherif AA, Pelletier J (2007) Early cognitive impairment in patients with clinically isolated syndrome suggestive of multiple sclerosis. Mult Scler 13:124–127PubMed
33.
go back to reference Deloire MS, Ruet A, Hamel D, Bonnet M, Dousset V, Brochet B (2011) MRI predictors of cognitive outcome in early multiple sclerosis. Neurology 76:1161–1167PubMedPubMedCentral Deloire MS, Ruet A, Hamel D, Bonnet M, Dousset V, Brochet B (2011) MRI predictors of cognitive outcome in early multiple sclerosis. Neurology 76:1161–1167PubMedPubMedCentral
34.
go back to reference Glanz BI, Holland CM, Gauthier SA, Amunwa EL, Liptak Z, Houtchens MK, Sperling RA, Khoury SJ, Guttmann CR, Weiner HL (2007) Cognitive dysfunction in patients with clinically isolated syndromes or newly diagnosed multiple sclerosis. Mult Scler 13:1004–1010PubMed Glanz BI, Holland CM, Gauthier SA, Amunwa EL, Liptak Z, Houtchens MK, Sperling RA, Khoury SJ, Guttmann CR, Weiner HL (2007) Cognitive dysfunction in patients with clinically isolated syndromes or newly diagnosed multiple sclerosis. Mult Scler 13:1004–1010PubMed
35.
go back to reference Planche V, Ruet A, Coupé P, Lamargue-Hamel D, Deloire M, Pereira B, Manjon JV, Munsch F, Moscufo N, Meier DS, Guttmann CR, Dousset V, Brochet B, Tourdias T (2017) Hippocampal microstructural damage correlates with memory impairment in clinically isolated syndrome suggestive of multiple sclerosis. Mult Scler 23:1214–1224PubMed Planche V, Ruet A, Coupé P, Lamargue-Hamel D, Deloire M, Pereira B, Manjon JV, Munsch F, Moscufo N, Meier DS, Guttmann CR, Dousset V, Brochet B, Tourdias T (2017) Hippocampal microstructural damage correlates with memory impairment in clinically isolated syndrome suggestive of multiple sclerosis. Mult Scler 23:1214–1224PubMed
36.
go back to reference Lommers E, Simon J, Reuter G, Delrue G, Dive D, Degueldre C, Balteau E, Phillips C, Maquet P (2019) Multiparameter MRI quantification of microstructural tissue alterations in multiple sclerosis. Neuroimage Clin 23:1018–1079 Lommers E, Simon J, Reuter G, Delrue G, Dive D, Degueldre C, Balteau E, Phillips C, Maquet P (2019) Multiparameter MRI quantification of microstructural tissue alterations in multiple sclerosis. Neuroimage Clin 23:1018–1079
37.
go back to reference Murias K, Slone E, Tariq S, Iaria G (2019) Development of spatial orientation skills: an fMRI study. Brain Imaging Behav 13:1590–1601PubMed Murias K, Slone E, Tariq S, Iaria G (2019) Development of spatial orientation skills: an fMRI study. Brain Imaging Behav 13:1590–1601PubMed
38.
go back to reference Mollison D, Sellar R, Bastin M, Mollison D, Chandran S, Wardlaw J, Connick P (2017) The clinico-radiological paradox of cognitive function and MRI burden of white matter lesions in people with multiple sclerosis: a systematic review and meta-analysis. PLoS One 12:15 Mollison D, Sellar R, Bastin M, Mollison D, Chandran S, Wardlaw J, Connick P (2017) The clinico-radiological paradox of cognitive function and MRI burden of white matter lesions in people with multiple sclerosis: a systematic review and meta-analysis. PLoS One 12:15
39.
go back to reference Uher T, Krasensky J, Sobisek L, Blahova Dusankova J, Seidl Z, Kubala Havrdova E, Sormani MP, Horakova D, Kalincik T, Vaneckova M (2017) Cognitive clinico-radiological paradox in early stages of multiple sclerosis. Ann Clin Transl Neurol 5:81–91PubMedPubMedCentral Uher T, Krasensky J, Sobisek L, Blahova Dusankova J, Seidl Z, Kubala Havrdova E, Sormani MP, Horakova D, Kalincik T, Vaneckova M (2017) Cognitive clinico-radiological paradox in early stages of multiple sclerosis. Ann Clin Transl Neurol 5:81–91PubMedPubMedCentral
40.
go back to reference Di Filippo M, Portaccio E, Mancini A, Calabresi P (2018) Multiple sclerosis and cognition: synaptic failure and network dysfunction. Nat Rev Neurosci 19:599–609PubMed Di Filippo M, Portaccio E, Mancini A, Calabresi P (2018) Multiple sclerosis and cognition: synaptic failure and network dysfunction. Nat Rev Neurosci 19:599–609PubMed
41.
go back to reference Penner IK, Stemper B, Calabrese P, Freedman MS, Polman CH, Edan G, Hartung HP, Miller DH, Montalban X, Barkhof F, Pleimes D, Lanius V, Pohl C, Kappos L, Sandbrink R (2012) Effects of interferon beta-1b on cognitive performance in patients with a first event suggestive of multiple sclerosis. Mult Scler 18:1466–1471PubMedPubMedCentral Penner IK, Stemper B, Calabrese P, Freedman MS, Polman CH, Edan G, Hartung HP, Miller DH, Montalban X, Barkhof F, Pleimes D, Lanius V, Pohl C, Kappos L, Sandbrink R (2012) Effects of interferon beta-1b on cognitive performance in patients with a first event suggestive of multiple sclerosis. Mult Scler 18:1466–1471PubMedPubMedCentral
Metadata
Title
Spatial navigation in early multiple sclerosis: a neglected cognitive marker of the disease?
Authors
Eva Němá
Adam Kalina
Tomáš Nikolai
Martin Vyhnálek
Eva Meluzínová
Jan Laczó
Publication date
01-01-2021
Publisher
Springer Berlin Heidelberg
Published in
Journal of Neurology / Issue 1/2021
Print ISSN: 0340-5354
Electronic ISSN: 1432-1459
DOI
https://doi.org/10.1007/s00415-020-10079-z

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