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Fan H, Feng J, Ding Y, Gu P, Wang L, Chen X, Geng X. Performance of antisaccades in patients with cerebral small vessel disease accompanied by white matter hyperintensities. Neurol Res 2024:1-8. [PMID: 38888450 DOI: 10.1080/01616412.2024.2367934] [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: 05/03/2023] [Accepted: 06/09/2024] [Indexed: 06/20/2024]
Abstract
OBJECTIVES The antisaccades (AS) task is considered a reliable indicator of inhibitory control of eye movements in humans. Achieving good AS performance requires efficient cognitive processes that are sensitive to changes in brain structure. White matter hyperintensities (WMH) can cause subcortical-cortical dysconnectivity, affecting diverse cognitive domains. Thus, the AS task was investigated in patients with WMH in cerebral small vessel disease (CSVD). METHODS In this retrospective study, 75 participants with WMH, determined by neuroimaging standards for CSVD research, were admitted to the Department of Neurology of Beijing Luhe Hospital, Capital Medical University from January 2021 to December 2022. All subjects underwent the AS task, Montreal Cognitive Assessment (MoCA), Mini-Mental State Examination (MMSE), and 3.0T brain MRI. Additionally, 61 healthy subjects were recruited to characterize WMH profiles. RESULTS Compared to the control group, patients with WMH had a significantly increased AS error rate (49.81%, p = 0.001) and lower gain (76.00%, p = 0.042). The AS error rate was significantly higher in patients with WMH in the frontal lobe than in those without WMH (p = 0.004). After adjusting for confounders (age), a positive correlation was found between the AS error rate and MoCA scores for patients with WMH (coefficient = 0.262, p = 0.024). CONCLUSIONS Patients with WMH due to CSVD exhibited abnormal AS performances, particularly in the frontal lobe. The eye movement paradigms, the new diagnostic forms in neurology, can be utilized to investigate the distributed cortical and subcortical systems involved in cognitive control processes, offering simple, well-tolerated and highly sensitive advantages over traditional measures.
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Affiliation(s)
- Huimin Fan
- Department of Neurology and the Stroke Intervention and Translational Center (SITC), Beijing Luhe Hospital, Capital Medical University, Beijing, China
| | - Jing Feng
- Department of Neurology and the Stroke Intervention and Translational Center (SITC), Beijing Luhe Hospital, Capital Medical University, Beijing, China
| | - Yuchuan Ding
- Department of Neurosurgery, Wayne State University School of Medicine, Detroit, MI, USA
| | - Pan Gu
- Department of Neurology and the Stroke Intervention and Translational Center (SITC), Beijing Luhe Hospital, Capital Medical University, Beijing, China
| | - Liying Wang
- Department of Neurology and the Stroke Intervention and Translational Center (SITC), Beijing Luhe Hospital, Capital Medical University, Beijing, China
| | - Xiaomeng Chen
- Department of Neurology and the Stroke Intervention and Translational Center (SITC), Beijing Luhe Hospital, Capital Medical University, Beijing, China
| | - Xiaokun Geng
- Department of Neurology and the Stroke Intervention and Translational Center (SITC), Beijing Luhe Hospital, Capital Medical University, Beijing, China
- Department of Neurosurgery, Wayne State University School of Medicine, Detroit, MI, USA
- China-America Institute of Neuroscience, Beijing Luhe Hospital, Capital Medical University, Beijing, China
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2
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Leng Q, Deng B, Ju Y. Application and progress of advanced eye movement examinations in cognitive impairment. Front Aging Neurosci 2024; 16:1377406. [PMID: 38694260 PMCID: PMC11061382 DOI: 10.3389/fnagi.2024.1377406] [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: 01/27/2024] [Accepted: 04/04/2024] [Indexed: 05/04/2024] Open
Abstract
The worldwide incidence of cognitive impairment is escalating, yet no effective solutions for these afflictions have been discovered. Consequently, the importance of early identification and immediate intervention is heightened. Advanced eye movements-a form of voluntary eye movements that includes anti-saccades, memory-guided saccades, predictive saccades, pro-saccades and gap/overlap saccades, mediated by the cerebral cortex and subcortical pathways reflect cognitive levels and functions across different domains. In view of their objectivity, reproducibility, and non-invasive characteristics, advanced eye movement examination possesses significant prospective utility across a wide range of cognitive impairment. This paper extensively reviews various models associated with advanced eye movement examinations and their current applications in cognitive impairment such as Alzheimer's disease, Lewy body dementia and frontotemporal dementia. Advanced eye movement examination can serve as a biomarker for early screening diagnosis and research on cognitive impairment. In the future, combining advanced eye movement examination with neuropsychological scale assessment and other diagnostic methods may contribute to further early identification of these types of diseases.
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Affiliation(s)
- Qi Leng
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Bo Deng
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yi Ju
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Clinical Center for Vertigo and Balance Disturbance, China National Clinical Research Center for Neurological Diseases, Beijing, China
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3
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Gerardo F, Bárbara E, Cecilia G, Aldana M, Natalia C, Lucia B, Silva B, Leila C, Cecilia P, Orlando G, Magdalena C, Luciana L, Gabriel P, Ricardo A. Abnormal eye movements increase as motor disabilities and cognitive impairments become more evident in Multiple Sclerosis: A novel eye-tracking study. Mult Scler J Exp Transl Clin 2024; 10:20552173241255008. [PMID: 38817553 PMCID: PMC11138185 DOI: 10.1177/20552173241255008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Accepted: 04/29/2024] [Indexed: 06/01/2024] Open
Abstract
Background Eye movements can reflect brain alterations and inform on the presence of motor disabilities and cognitive impairments in people with multiple sclerosis (pwMS). Objective The aim of the study was to determine the correlation between motor and cognitive measurements and eye movement parameters when performing the n-back task (NBKT). Methods This was a cross-sectional study carried out at Ramos Mejía Hospital, a center specialized in demyelinating diseases in Buenos Aires, Argentina. The study population consisted of 66 patients with relapsing-remitting multiple sclerosis (RRMS) and 5 patients with secondary progressive multiple sclerosis (SPMS). pwMS performed the n-back test while using a device head mounted display (HMD) with eyetracking capabilities in order to capture eye movement. Clinical motor and cognitive measures were assessed with Expanded Disability Status Scale (EDSS), Nine Hole Peg Test (NHPT), Timed 25-Foot Walk (T25FW), and Symbol Digit Modalities Test (SDMT). Results pwMS showed strong and statistically significant correlations between gaze duration; number of fixations, saccade amplitude and motor disabilities and cognitive impairments as measured by EDSS, NHPT, T25FW, and SDMT. Conclusion This study found significant correlations between eye movement behavior and motor and cognitive disability in pwMS. These findings suggest that eye movements have the potential to be used as a surrogate biomarker in MS progression.
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Affiliation(s)
| | - Eizaguirre Bárbara
- Multiple Sclerosis University Center CUEM, Ramos Mejia Hospital, Buenos Aires, Argentina
| | | | | | | | | | | | | | | | | | | | - Lazaro Luciana
- Centro Universitario de Esclerosis Múltiple y enfermedades desmielinizantes (CUEM), Hospital Ramos Mejía, Buenos Aires, Argentina
| | - Pardo Gabriel
- Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | - Alonso Ricardo
- Multiple Sclerosis University Center CUEM, Ramos Mejia Hospital, Buenos Aires, Argentina
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4
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de Villers-Sidani É, Voss P, Bastien N, Cisneros-Franco JM, Hussein S, Mayo NE, Koch NA, Drouin-Picaro A, Blanchette F, Guitton D, Giacomini PS. Oculomotor analysis to assess brain health: preliminary findings from a longitudinal study of multiple sclerosis using novel tablet-based eye-tracking software. Front Neurol 2023; 14:1243594. [PMID: 37745656 PMCID: PMC10516298 DOI: 10.3389/fneur.2023.1243594] [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: 06/21/2023] [Accepted: 08/07/2023] [Indexed: 09/26/2023] Open
Abstract
A growing body of evidence supports the link between eye movement anomalies and brain health. Indeed, the oculomotor system is composed of a diverse network of cortical and subcortical structures and circuits that are susceptible to a variety of degenerative processes. Here we show preliminary findings from the baseline measurements of an ongoing longitudinal cohort study in MS participants, designed to determine if disease and cognitive status can be estimated and tracked with high accuracy based on eye movement parameters alone. Using a novel gaze-tracking technology that can reliably and accurately track eye movements with good precision without the need for infrared cameras, using only an iPad Pro embedded camera, we show in this cross-sectional study that several eye movement parameters significantly correlated with clinical outcome measures of interest. Eye movement parameters were extracted from fixation, pro-saccade, anti-saccade, and smooth pursuit visual tasks, whereas the clinical outcome measures were the scores of several disease assessment tools and standard cognitive tests such as the Expanded Disability Status Scale (EDSS), Brief International Cognitive Assessment for MS (BICAMS), the Multiple Sclerosis Functional Composite (MSFC) and the Symbol Digit Modalities Test (SDMT). Furthermore, partial least squares regression analyses show that a small set of oculomotor parameters can explain up to 84% of the variance of the clinical outcome measures. Taken together, these findings not only replicate previously known associations between eye movement parameters and clinical scores, this time using a novel mobile-based technology, but also the notion that interrogating the oculomotor system with a novel eye-tracking technology can inform us of disease severity, as well as the cognitive status of MS participants.
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Affiliation(s)
- Étienne de Villers-Sidani
- Innodem Neurosciences, Montreal, QC, Canada
- Montreal Neurological Institute, McGill University, Montreal, QC, Canada
| | - Patrice Voss
- Innodem Neurosciences, Montreal, QC, Canada
- Montreal Neurological Institute, McGill University, Montreal, QC, Canada
| | | | - J. Miguel Cisneros-Franco
- Innodem Neurosciences, Montreal, QC, Canada
- Montreal Neurological Institute, McGill University, Montreal, QC, Canada
| | | | - Nancy E. Mayo
- Faculty of Medicine, School of Physical and Occupational Therapy, McGill University, Montreal, QC, Canada
| | - Nils A. Koch
- Innodem Neurosciences, Montreal, QC, Canada
- Integrated Program in Neuroscience, McGill University, Montreal, QC, Canada
| | | | | | - Daniel Guitton
- Montreal Neurological Institute, McGill University, Montreal, QC, Canada
| | - Paul S. Giacomini
- Innodem Neurosciences, Montreal, QC, Canada
- Montreal Neurological Institute, McGill University, Montreal, QC, Canada
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5
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García Cena CE, Gómez-Andrés D, Pulido-Valdeolivas I, Sánchez-Seco VG, Domingo-Santos A, Moreno-García S, Benito-León J. Toward an Automatic Assessment of Cognitive Dysfunction in Relapsing-Remitting Multiple Sclerosis Patients Using Eye Movement Analysis. SENSORS (BASEL, SWITZERLAND) 2022; 22:8220. [PMID: 36365918 PMCID: PMC9657913 DOI: 10.3390/s22218220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 10/13/2022] [Accepted: 10/22/2022] [Indexed: 06/16/2023]
Abstract
Despite the importance of cognitive function in multiple sclerosis, it is poorly represented in the Expanded Disability Status Scale (EDSS), the commonly used clinical measure to assess disability, suggesting that an analysis of eye movement, which is generated by an extensive and well-coordinated functional network that is engaged in cognitive function, could have the potential to extend and complement this more conventional measure. We aimed to measure the eye movement of a case series of MS patients with relapsing−remitting MS to assess their cognitive status using a conventional gaze tracker. A total of 41 relapsing−remitting MS patients and 43 age-matched healthy controls were recruited for this study. Overall, we could not find a clear common pattern in the eye motor abnormalities. Vertical eye movement was more impaired in MS patients than horizontal movement. Increased latencies were found in the prosaccades and reflexive saccades of antisaccade tests. The smooth pursuit was impaired with more corrections (backup and catchup movements, p<0.01). No correlation was found between eye movement variables and EDSS or disease duration. Despite significant alterations in the behavior of the eye movements in MS patients, which are compatible with altered cognitive status, there is no common pattern of these alterations. We interpret this as a consequence of the patchy, heterogeneous distribution of white matter involvement in MS that provokes multiple combinations of impairment at different points in the different networks involved in eye motor control. Further studies are therefore required.
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Affiliation(s)
- Cecilia E. García Cena
- Escuela Técnica Superior de Ingeniería y Diseño Industrial, Centre for Automation and Robotics, ETSIDI-CAR, Universidad Politécnica de Madrid, 28012 Madrid, Spain
| | - David Gómez-Andrés
- Child Neurology Unit, Hospital Universitari Vall d’Hebron, Vall d’Hebron Research Institute (VHIR), Euro-NMD and ERN-RND, 08035 Barcelona, Spain
| | - Irene Pulido-Valdeolivas
- Anatomy, Histology and Neuroscience Department, Universidad Autónoma de Madrid, 28049 Madrid, Spain
| | | | - Angela Domingo-Santos
- Department of Neurology, “La Mancha Centro” General Hospital, Alcázar de San Juan, 13600 Ciudad Real, Spain
| | - Sara Moreno-García
- Department of Neurology, University Hospital “12 de Octubre”, 28041 Madrid, Spain
| | - Julián Benito-León
- Department of Neurology, University Hospital “12 de Octubre”, 28041 Madrid, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), 28029 Madrid, Spain
- Department of Medicine, Complutense University, 28040 Madrid, Spain
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6
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Goldstein AT, Stanford TR, Salinas E. Exogenous capture accounts for fundamental differences between pro- and antisaccade performance. eLife 2022; 11:e76964. [PMID: 35894379 PMCID: PMC9328762 DOI: 10.7554/elife.76964] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Accepted: 07/11/2022] [Indexed: 11/13/2022] Open
Abstract
To generate the next eye movement, oculomotor circuits take into consideration the physical salience of objects in view and current behavioral goals, exogenous and endogenous influences, respectively. However, the interactions between exogenous and endogenous mechanisms and their dynamic contributions to target selection have been difficult to resolve because they evolve extremely rapidly. In a recent study (Salinas et al., 2019), we achieved the necessary temporal precision using an urgent variant of the antisaccade task wherein motor plans are initiated early and choice accuracy depends sharply on when exactly the visual cue information becomes available. Empirical and modeling results indicated that the exogenous signal arrives ∼80 ms after cue onset and rapidly accelerates the (incorrect) plan toward the cue, whereas the informed endogenous signal arrives ∼25 ms later to favor the (correct) plan away from the cue. Here, we scrutinize a key mechanistic hypothesis about this dynamic, that the exogenous and endogenous signals act at different times and independently of each other. We test quantitative model predictions by comparing the performance of human participants instructed to look toward a visual cue or away from it under high urgency. We find that, indeed, the exogenous response is largely impervious to task instructions; it simply flips its sign relative to the correct choice, and this largely explains the drastic differences in psychometric performance between the two tasks. Thus, saccadic choices are strongly dictated by the alignment between salience and behavioral goals.
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Affiliation(s)
- Allison T Goldstein
- Department of Neurobiology and Anatomy, Wake Forest School of MedicineWinston-SalemUnited States
| | - Terrence R Stanford
- Department of Neurobiology and Anatomy, Wake Forest School of MedicineWinston-SalemUnited States
| | - Emilio Salinas
- Department of Neurobiology and Anatomy, Wake Forest School of MedicineWinston-SalemUnited States
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7
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Chiaravalloti ND, DeLuca J, Salter A, Amato MP, Brichetto G, Chataway J, Dalgas U, Farrell R, Feys P, Filippi M, Freeman J, Inglese M, Meza C, Moore NB, Motl RW, Rocca MA, Sandroff BM, Cutter G, Feinstein A. The relationship between processing speed and verbal and non-verbal new learning and memory in progressive multiple sclerosis. Mult Scler 2022; 28:1783-1792. [DOI: 10.1177/13524585221088190] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Objective: Processing speed (PS) deficits are the most common cognitive deficits in multiple sclerosis (MS), followed by learning and memory deficits, and are often an early cognitive problem. It has been argued that impaired PS is a primary consequence of MS, which in turn decreases learning. The current analysis examined the association between PS and learning in a large cohort of individuals with progressive MS. Methods: Baseline data from a randomized clinical trial on rehabilitation taking place at 11 centers across North America and Europe were analyzed. Participants included 275 individuals with clinically definite progressive MS (primary, secondary) consented into the trial. Results: Symbol Digit Modalities Test (SDMT) significantly correlated with California Verbal Learning Test-II (CVLT-II) ( r = 0.21, p = 0.0003) and Brief Visuospatial Memory Test–Revised (BVMT-R) ( r = 0.516, p < 0.0001). Receiver operating characteristic (ROC) analysis of the SDMT z score to distinguish between impaired and non-impaired CVLT-II performance demonstrated an area under the curve (AUC) of 0.61 (95% confidence interval (CI): 0.55–0.68) and a threshold of −1.62. ROC analysis between SDMT and BVMT-R resulted in an AUC of 0.77 (95% CI: 0.71–0.83) and threshold of −1.75 for the SDMT z score to predict impaired BVMT-R. Conclusion: Results indicate little ability beyond chance to predict CVLT-II from SDMT (61%), albeit statistically significant. In contrast, there was a 77% chance that the model could distinguish between impaired and non-impaired BVMT-R. Several potential explanations are discussed.
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Affiliation(s)
- Nancy D Chiaravalloti
- Kessler Foundation, East Hanover, NJ, USA/Department of Physical Medicine Rehabilitation, Rutgers New Jersey Medical School, Newark, NJ, USA
| | - John DeLuca
- Kessler Foundation, East Hanover, NJ, USA/Department of Physical Medicine Rehabilitation, Rutgers New Jersey Medical School, Newark, NJ, USA
| | - Amber Salter
- Section on Statistical Planning and Analysis, Department of Neurology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Maria Pia Amato
- Department NEUROFARBA, Section Neurosciences, University of Florence, Florence, Italy/IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy
| | - Giampaolo Brichetto
- Scientific Research Area, Italian Multiple Sclerosis Foundation (FISM), Genoa, Italy/AISM Rehabilitation Service, Italian Multiple Sclerosis Society, Genoa, Italy
| | - Jeremy Chataway
- Queen Square Multiple Sclerosis Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK/National Institute for Health Research, University College London Hospitals, Biomedical Research Centre, London, UK
| | - Ulrik Dalgas
- Exercise Biology, Department of Public Health, Aarhus University, Aarhus, Denmark
| | - Rachel Farrell
- Department of Neurorehabilitation, National Hospital for Neurology and Neurosurgery, London, UK/Department Neuroinflammation, UCL Queen Square Institute of Neurology, London, UK/National Institute for Health Research, University College London Hospitals, Biomedical Research Centre, London, UK
| | - Peter Feys
- REVAL, Faculty of Rehabilitation Sciences, Hasselt University, Diepenbeek, Belgium
| | - Massimo Filippi
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy/Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy/Neurophysiology Service, IRCCS San Raffaele Scientific Institute, Milan, Italy/Vita-Salute San Raffaele University, Milan, Italy
| | - 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-IRCCS, Genoa, Italy
| | - Cecilia Meza
- Department of Psychiatry, University of Toronto and Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | | | - Robert W Motl
- Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois Chicago, Chicago, IL, USA
| | - 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
| | - Brian M Sandroff
- Kessler Foundation, East Hanover, NJ, USA/Department of Physical Medicine Rehabilitation, Rutgers New Jersey Medical School, Newark, NJ, USA
| | - Gary Cutter
- Department of Biostatistics, The University of Alabama at Birmingham, Birmingham, AL, USA
| | - Anthony Feinstein
- Department of Psychiatry, University of Toronto and Sunnybrook Health Sciences Centre, Toronto, ON, Canada
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8
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Gehrig J, Bergmann HJ, Fadai L, Soydaş D, Buschenlange C, Naumer MJ, Kaiser J, Frisch S, Behrens M, Foerch C, Yalachkov Y. Visual Search in Naturalistic Scenes Reveals Impaired Cognitive Processing Speed in Multiple Sclerosis. Front Neurol 2022; 13:838178. [PMID: 35237231 PMCID: PMC8884171 DOI: 10.3389/fneur.2022.838178] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Accepted: 01/21/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Standardized neuropsychological testing serves to quantify cognitive impairment in multiple sclerosis (MS) patients. However, the exact mechanism underlying the translation of cognitive dysfunction into difficulties in everyday tasks has remained unclear. To answer this question, we tested if MS patients with intact vs. impaired information processing speed measured by the Symbol Digit Modalities Test (SDMT) differ in their visual search behavior during ecologically valid tasks reflecting everyday activities. METHODS Forty-three patients with relapsing-remitting MS enrolled in an eye-tracking experiment consisting of a visual search task with naturalistic images. Patients were grouped into "impaired" and "unimpaired" according to their SDMT performance. Reaction time, accuracy and eye-tracking parameters were measured. RESULTS The groups did not differ regarding age, gender, and visual acuity. Patients with impaired SDMT (cut-off SDMT-z-score < -1.5) performance needed more time to find and fixate the target (q = 0.006). They spent less time fixating the target (q = 0.042). Impaired patients had slower reaction times and were less accurate (both q = 0.0495) even after controlling for patients' upper extremity function. Exploratory analysis revealed that unimpaired patients had higher accuracy than impaired patients particularly when the announced target was in unexpected location (p = 0.037). Correlational analysis suggested that SDMT performance is inversely linked to the time to first fixation of the target only if the announced target was in its expected location (r = -0.498, p = 0.003 vs. r = -0.212, p = 0.229). CONCLUSION Dysfunctional visual search behavior may be one of the mechanisms translating cognitive deficits into difficulties in everyday tasks in MS patients. Our results suggest that cognitively impaired patients search their visual environment less efficiently and this is particularly evident when top-down processes have to be employed.
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Affiliation(s)
- Johannes Gehrig
- Department of Neurology, University Hospital Frankfurt, Frankfurt, Germany
| | | | - Laura Fadai
- Department of Neurology, University Hospital Frankfurt, Frankfurt, Germany
| | - Dilara Soydaş
- Department of Neurology, University Hospital Frankfurt, Frankfurt, Germany
| | | | - Marcus J Naumer
- Institute of Medical Psychology, Goethe-University, Frankfurt, Germany
| | - Jochen Kaiser
- Institute of Medical Psychology, Goethe-University, Frankfurt, Germany
| | - Stefan Frisch
- Institute of Psychology, Goethe-University, Frankfurt, Germany.,Department of Gerontopsychiatry, Psychosomatic Medicine, and Psychotherapy, Pfalzklinikum, Klingenmünster, Germany
| | - Marion Behrens
- Department of Neurology, University Hospital Frankfurt, Frankfurt, Germany
| | - Christian Foerch
- Department of Neurology, University Hospital Frankfurt, Frankfurt, Germany
| | - Yavor Yalachkov
- Department of Neurology, University Hospital Frankfurt, Frankfurt, Germany
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9
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Eye Movement Alterations in Post-COVID-19 Condition: A Proof-of-Concept Study. SENSORS 2022; 22:s22041481. [PMID: 35214383 PMCID: PMC8875414 DOI: 10.3390/s22041481] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Revised: 02/07/2022] [Accepted: 02/10/2022] [Indexed: 02/04/2023]
Abstract
There is much evidence pointing out eye movement alterations in several neurological diseases. To the best of our knowledge, this is the first video-oculography study describing potential alterations of eye movements in the post-COVID-19 condition. Visually guided saccades, memory-guided saccades, and antisaccades in horizontal axis were measured. In all visual tests, the stimulus was deployed with a gap condition. The duration of the test was between 5 and 7 min per participant. A group of n=9 patients with the post-COVID-19 condition was included in this study. Values were compared with a group (n=9) of healthy volunteers whom the SARS-CoV-2 virus had not infected. Features such as centripetal and centrifugal latencies, success rates in memory saccades, antisaccades, and blinks were computed. We found that patients with the post-COVID-19 condition had eye movement alterations mainly in centripetal latency in visually guided saccades, the success rate in memory-guided saccade test, latency in antisaccades, and its standard deviation, which suggests the involvement of frontoparietal networks. Further work is required to understand these eye movements' alterations and their functional consequences.
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10
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Dillenseger A, Weidemann ML, Trentzsch K, Inojosa H, Haase R, Schriefer D, Voigt I, Scholz M, Akgün K, Ziemssen T. Digital Biomarkers in Multiple Sclerosis. Brain Sci 2021; 11:brainsci11111519. [PMID: 34827518 PMCID: PMC8615428 DOI: 10.3390/brainsci11111519] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Revised: 11/10/2021] [Accepted: 11/11/2021] [Indexed: 12/19/2022] Open
Abstract
For incurable diseases, such as multiple sclerosis (MS), the prevention of progression and the preservation of quality of life play a crucial role over the entire therapy period. In MS, patients tend to become ill at a younger age and are so variable in terms of their disease course that there is no standard therapy. Therefore, it is necessary to enable a therapy that is as personalized as possible and to respond promptly to any changes, whether with noticeable symptoms or symptomless. Here, measurable parameters of biological processes can be used, which provide good information with regard to prognostic and diagnostic aspects, disease activity and response to therapy, so-called biomarkers Increasing digitalization and the availability of easy-to-use devices and technology also enable healthcare professionals to use a new class of digital biomarkers-digital health technologies-to explain, influence and/or predict health-related outcomes. The technology and devices from which these digital biomarkers stem are quite broad, and range from wearables that collect patients' activity during digitalized functional tests (e.g., the Multiple Sclerosis Performance Test, dual-tasking performance and speech) to digitalized diagnostic procedures (e.g., optical coherence tomography) and software-supported magnetic resonance imaging evaluation. These technologies offer a timesaving way to collect valuable data on a regular basis over a long period of time, not only once or twice a year during patients' routine visit at the clinic. Therefore, they lead to real-life data acquisition, closer patient monitoring and thus a patient dataset useful for precision medicine. Despite the great benefit of such increasing digitalization, for now, the path to implementing digital biomarkers is widely unknown or inconsistent. Challenges around validation, infrastructure, evidence generation, consistent data collection and analysis still persist. In this narrative review, we explore existing and future opportunities to capture clinical digital biomarkers in the care of people with MS, which may lead to a digital twin of the patient. To do this, we searched published papers for existing opportunities to capture clinical digital biomarkers for different functional systems in the context of MS, and also gathered perspectives on digital biomarkers under development or already existing as a research approach.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Tjalf Ziemssen
- Correspondence: ; Tel.: +49-351-458-5934; Fax: +49-351-458-5717
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11
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Jakimovski D, Benedict RHB, Weinstock-Guttman B, Ozel O, Fuchs TA, Lincoff N, Bergsland N, Dwyer MG, Zivadinov R. Visual deficits and cognitive assessment of multiple sclerosis: confounder, correlate, or both? J Neurol 2021; 268:2578-2588. [PMID: 33590339 DOI: 10.1007/s00415-021-10437-5] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Revised: 01/29/2021] [Accepted: 01/30/2021] [Indexed: 01/07/2023]
Abstract
BACKGROUND The relationship between visual impairment and cognitive performance in multiple sclerosis (MS) remains poorly understood. OBJECTIVE To determine associations between visual acuity and optical coherence tomography (OCT) measures with cognitive performance of MS patients and healthy controls (HCs). METHODS 141 MS patients (with and without MS optic neuritis; MSON) and 50 HCs underwent neuropsychological, visual, and OCT testing. California Verbal Learning Test (CVLT-II), Brief Visuospatial Memory Test (BVMT-R), and Symbol Digit Modalities Test (SDMT) were used. Patients with test performance below - 1.5 standard deviations of the mean HCs scores were labeled as cognitive impairment. Visual ability was assessed with 100%, 2.5%, and 1.25% low-contrast letter acuity (LCLA) charts. OCT-derived peripapillary retinal nerve fiber layer (pRNFL) thickness, macular volume (MV), macular ganglion cell inner plexiform (mGCIP) thickness (as a sum of GC and IP layers), and macular inner nuclear layer (mINL) were computed. RESULTS 100% and 2.5% LCLA associated with SDMT in MS and HCs (p < 0.001; and p < 0.012, respectively). In MSON patients, visually demanding tests were explained by pRNFL and macular volume for SDMT (β = 0.172, p = 0.039 and β = 0.27, p = 0.001) and MV for BVMT-R (β = 0.21, p = 0.012). In non-MSON, only mINL was predictor of CVLT-II. pRNFL and MV predicted cognitive impairment with an accuracy of 72.2% (Negelkerke R2 = 0.234). These findings were driven by associations within the progressive MS subgroup. HC's SDMT performance was explained by mGCIP (β = 0.316, p = 0.001). CONCLUSIONS Both LCLA and OCT-based measures (pRNFL and macular volume) were associated with MS cognitive performance. OCT-based measures were also significant predictors of cognitive status in MS patients. mGCIP associated with cognitive performance in HCs.
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Affiliation(s)
- Dejan Jakimovski
- Department of Neurology, Buffalo Neuroimaging Analysis Center (BNAC), Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, 100 High Street, Buffalo, NY, 14203, USA. .,Department of Neurology, Jacobs Comprehensive MS Treatment and Research Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA.
| | - Ralph H B Benedict
- Department of Neurology, Jacobs Comprehensive MS Treatment and Research Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA
| | - Bianca Weinstock-Guttman
- Department of Neurology, Jacobs Comprehensive MS Treatment and Research Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA
| | - Osman Ozel
- Department of Neurology, Jacobs Comprehensive MS Treatment and Research Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA
| | - Tom A Fuchs
- Department of Neurology, Buffalo Neuroimaging Analysis Center (BNAC), Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, 100 High Street, Buffalo, NY, 14203, USA.,Department of Neurology, Jacobs Comprehensive MS Treatment and Research Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA
| | - Norah Lincoff
- Department of Neurology, Jacobs Comprehensive MS Treatment and Research Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA
| | - Niels Bergsland
- Department of Neurology, Buffalo Neuroimaging Analysis Center (BNAC), Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, 100 High Street, Buffalo, NY, 14203, USA.,Department of Neurology, Jacobs Comprehensive MS Treatment and Research Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA.,IRCCS, Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy
| | - Michael G Dwyer
- Department of Neurology, Buffalo Neuroimaging Analysis Center (BNAC), Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, 100 High Street, Buffalo, NY, 14203, USA.,Department of Neurology, Jacobs Comprehensive MS Treatment and Research Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA
| | - Robert Zivadinov
- Department of Neurology, Buffalo Neuroimaging Analysis Center (BNAC), Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, 100 High Street, Buffalo, NY, 14203, USA.,Department of Neurology, Jacobs Comprehensive MS Treatment and Research Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA.,Center for Biomedical Imaging at Clinical Translational Science Institute, University at Buffalo, State University of New York, Buffalo, NY, USA
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12
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Differential Impact of Sleep Deprivation and Circadian Timing on Reflexive Versus Inhibitory Control of Attention. Sci Rep 2020; 10:7270. [PMID: 32350303 PMCID: PMC7190648 DOI: 10.1038/s41598-020-63144-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2019] [Accepted: 02/26/2020] [Indexed: 12/11/2022] Open
Abstract
In a visually stimulating environment with competing stimuli, we continually choose where to allocate attention, and what to ignore. Wake and circadian-dependent modulation of attentional control and resolution of conflict is poorly understood. Twenty-two participants (17males; 25.6 ± 5.6 years) completed ocular motor tasks throughout 40 hours of sleep deprivation under constant routine conditions. A prosaccade task required a reflexive saccade toward a stimulus (no conflict), while an antisaccade task required inhibiting a reflexive saccade to the peripheral stimulus, and looking in the mirror opposite instead (conflict resolution). Antisaccade inhibitory errors showed circadian modulation, being highest in the morning, progressively decreasing until melatonin onset, before returning to the prior morning's peak throughout the biological night. This diurnal rhythm was blunted by sleep loss (>24 hours), with inhibitory control remaining impaired across the second biological day. For prosaccade, responses slowed down during the biological night. Taken together, we provide evidence for a circadian modulation of attentional bias: the morning being biased toward reflexive responding, and the evening toward higher inhibitory control. Our data show that sleep loss and circadian timing differentially impact attention, depending on whether a response conflict is present (antisaccade) or absent (prosaccade).
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13
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Tao L, Wang Q, Liu D, Wang J, Zhu Z, Feng L. Eye tracking metrics to screen and assess cognitive impairment in patients with neurological disorders. Neurol Sci 2020; 41:1697-1704. [PMID: 32125540 DOI: 10.1007/s10072-020-04310-y] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2019] [Accepted: 02/20/2020] [Indexed: 12/11/2022]
Abstract
PURPOSE OF REVIEW Eye tracking is a powerful method to investigate the relationship between behavior and neural mechanisms. In recent years, eye movement analysis has been used in patients with neurological disorders to assess cognitive function. In this review, we explore the latest eye tracking researches in neurological disorders that are commonly associated with cognitive deficits, specifically, amyotrophic lateral sclerosis (ALS), Alzheimer's disease (AD), Parkinson's disease (PD), multiple sclerosis (MS), and epilepsy. We focus on the application of ocular measures in these disorders, with the goal of understanding how eye tracking technology can be used in the clinical setting. FINDINGS Eye tracking tasks (especially saccadic tasks) are often used as an adjunct to traditional scales for cognitive assessment. Eye tracking data confirmed that executive dysfunction is common in PD and ALS, whereas AD and MS are characterized by attention deficits. Research in evaluating cognitive function in epilepsy using eye tracking is still in its early stages, but this approach has shown advantages as a sensitive quantitative method with high temporal and spatial resolution. Eye tracking technology can facilitate the assessment of cognitive impairment with higher temporal resolution and finer granularity than traditional cognitive assessment. Oculomotor data collected during cognitive tasks can provide insight into biological processes. Eye tracking provides a nonverbal and less cognitively demanding method of measuring disease progression in cognitively impaired patients.
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Affiliation(s)
- Ling Tao
- XiangYa School of Medicine, Central South University, Changsha, Hunan, China
| | - Quan Wang
- Key Laboratory of Biomedical Spectroscopy of Xi' An, Key Laboratory of Spectral Imaging technology, Xi'an, Institute of Optics and Precision Mechanics (XIOPM), Chinese Academy of Sciences, Xi' An, China
| | - Ding Liu
- Department of Neurology, The Third Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Jing Wang
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Ziqing Zhu
- XiangYa School of Medicine, Central South University, Changsha, Hunan, China
| | - Li Feng
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, Hunan, China.
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14
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Pavisian B, Patel VP, Feinstein A. Cognitive mediated eye movements during the SDMT reveal the challenges with processing speed faced by people with MS. BMC Neurol 2019; 19:340. [PMID: 31878918 PMCID: PMC6933713 DOI: 10.1186/s12883-019-1543-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2018] [Accepted: 11/26/2019] [Indexed: 11/10/2022] Open
Abstract
Background The Symbol Digit Modalities Test (SDMT) is regarded as the cognitive test of choice for people with MS (pwMS). While deficits are linked to impaired processing speed, the mechanisms by which they arise are unclear. Cognitive-mediated eye movements offer one putative explanation. The objective of this study was to determine the association between eye movements and performance on the SDMT. Methods Thirty-three people with confirmed MS and 25 matched healthy control subjects (HC) were administered the oral SDMT while eye movements were recorded. Results Mean SDMT scores were significantly lower in pwMS (p < 0.038). Shorter mean saccade distance in the key area (p = 0.007), more visits to the key area per response (p = 0.014), and more total number of fixations in the test area (p = 0.045) differentiated pwMS from HCs. A hierarchical regression analysis revealed that the number of visits to the key area per response (p < 0.001; ΔR2 = 0.549) and total number of fixations in the test area (p < 0.001; ΔR2 = 0.782) were the most robust predictors of SDMT scores. Conclusion Cognitive-mediated eye movements help elucidate the processing speed challenges confronted by people with MS. Mechanistic insights such as these can potentially help inform new cognitive rehabilitation strategies.
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Affiliation(s)
- Bennis Pavisian
- Department of Psychiatry, Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, Toronto, Ontario, M4N 3M5, Canada
| | - Viral P Patel
- Department of Psychiatry, Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, Toronto, Ontario, M4N 3M5, Canada
| | - Anthony Feinstein
- Department of Psychiatry, Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, Toronto, Ontario, M4N 3M5, Canada. .,Department of Psychiatry, University of Toronto, 2075 Bayview Avenue, Toronto, Ontario, M4N 3M5, Canada.
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15
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Clough M, Dobbing J, Stankovich J, Ternes A, Kolbe S, White OB, Fielding J. Cognitive processing speed deficits in multiple sclerosis: Dissociating sensorial and motor processing changes from cognitive processing speed. Mult Scler Relat Disord 2019; 38:101522. [PMID: 31785491 DOI: 10.1016/j.msard.2019.101522] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2019] [Revised: 11/07/2019] [Accepted: 11/11/2019] [Indexed: 10/25/2022]
Abstract
BACKGROUND The assessment of cognitive information processing speed (IPS) is complicated in MS, with altered performance on tests such as the Symbol Digit Modalities Test (SDMT) potentially representing changes not only within cognitive networks but in the initial sensorial transmission of information to cognitive networks, and/or efferent transmission of the motor response. OBJECTIVE We aimed to isolate and characterise cognitive IPS deficits in MS using ocular motor tasks; a prosaccade task (used to assess and control for sensorial and motor IPS) which was then used to adjust performance on the Simon task (cognitive IPS). METHODS All participants (22 MS patients with early disease, 22 healthy controls) completed the ocular motor tasks and the SDMT. The Simon task assessed cognitive IPS by manipulating the relationship between a stimulus location and its associated response direction. Two trial types were interleaved: (1) congruent, where stimulus location = response direction; or (2) incongruent, where stimulus location ≠ response direction. RESULTS MS patients did not perform differently to controls on the SDMT. For OM tasks, when sensorial and motor IPS was controlled, MS patients had significantly slower cognitive IPS (incongruent trials only) and poorer conflict resolution. SDMT performance did not correlate with slower cognitive IPS in MS patients, highlighting the limitation of using SDMT performance to interpret cognitive IPS changes in patients with MS. CONCLUSION Cognitive IPS deficits in MS patients are dissociable from changes in other processing stages, manifesting as impaired conflict resolution between automatic and non-automatic processes. Importantly, these results raise concerns about the SDMT as an accurate measure of cognitive IPS in MS.
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Affiliation(s)
- M Clough
- Department of Neurosciences, Central Clinical School, Monash University, Alfred Centre, Commercial Rd, Melbourne, VIC, 3004, Australia.
| | - J Dobbing
- Department of Medicine, University of Melbourne, Melbourne, VIC, 3050, Australia
| | - J Stankovich
- Department of Neurosciences, Central Clinical School, Monash University, Alfred Centre, Commercial Rd, Melbourne, VIC, 3004, Australia
| | - A Ternes
- School of Psychological Sciences and Monash Institute of Cognitive and Clinical Neurosciences, Monash University, Wellington Road, Clayton, VIC, 3800, Australia
| | - S Kolbe
- Department of Neurosciences, Central Clinical School, Monash University, Alfred Centre, Commercial Rd, Melbourne, VIC, 3004, Australia
| | - O B White
- Department of Neurosciences, Central Clinical School, Monash University, Alfred Centre, Commercial Rd, Melbourne, VIC, 3004, Australia
| | - J Fielding
- Department of Neurosciences, Central Clinical School, Monash University, Alfred Centre, Commercial Rd, Melbourne, VIC, 3004, Australia; School of Psychological Sciences and Monash Institute of Cognitive and Clinical Neurosciences, Monash University, Wellington Road, Clayton, VIC, 3800, Australia
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16
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Gajamange S, Shelton A, Clough M, White O, Fielding J, Kolbe S. Functional correlates of cognitive dysfunction in clinically isolated syndromes. PLoS One 2019; 14:e0219590. [PMID: 31314815 PMCID: PMC6636738 DOI: 10.1371/journal.pone.0219590] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2018] [Accepted: 06/27/2019] [Indexed: 12/04/2022] Open
Abstract
Cognitive dysfunction can be identified in patients with clinically isolated syndromes suggestive of multiple sclerosis using ocular motor testing. This study aimed to identify the functional neural correlates of cognitive dysfunction in patients with clinically isolated syndrome using MRI. Eighteen patients with clinically isolated syndrome and 17 healthy controls were recruited. Subjects underwent standard neurological and neuropsychological testing. Subjects also underwent functional MRI (fMRI) during a cognitive ocular motor task, involving pro-saccade (direct gaze towards target) and anti-saccade (direct gaze away from target) trials. Ocular motor performance variables (averaged response time and error rate) were calculated for each subject. Patients showed a trend towards a greater rate of anti-saccade errors (p = 0.09) compared to controls. Compared to controls, patients exhibited increased activation in the right postcentral, right supramarginal gyrus, and the right parietal operculum during the anti-saccade>pro-saccade contrast. This study demonstrated that changes in functional organisation of cognitive brain networks is associated with subtle cognitive changes in patients with clinically isolated syndrome.
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Affiliation(s)
- Sanuji Gajamange
- Department of Medicine and Radiology, University of Melbourne, Melbourne, Australia
- * E-mail:
| | - Annie Shelton
- Department of Psychology, MIND Institute, and Center for Mind and Brain, University of California, Davis, Davis, California, United States of America
| | - Meaghan Clough
- Department of Neurosciences, Central Clinical School, Monash University, Melbourne, Australia
| | - Owen White
- Department of Neurosciences, Central Clinical School, Monash University, Melbourne, Australia
| | - Joanne Fielding
- Department of Neurosciences, Central Clinical School, Monash University, Melbourne, Australia
| | - Scott Kolbe
- Department of Neurosciences, Central Clinical School, Monash University, Melbourne, Australia
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17
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Kincses B, Hérák BJ, Szabó N, Bozsik B, Faragó P, Király A, Veréb D, Tóth E, Kocsis K, Bencsik K, Vécsei L, Kincses ZT. Gray Matter Atrophy to Explain Subclinical Oculomotor Deficit in Multiple Sclerosis. Front Neurol 2019; 10:589. [PMID: 31214114 PMCID: PMC6558169 DOI: 10.3389/fneur.2019.00589] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2018] [Accepted: 05/20/2019] [Indexed: 01/31/2023] Open
Abstract
Eye movement deficits are frequently noted in multiple sclerosis during bedside clinical examination, but subtle dysfunction may remain undetected and might only be identified with advanced approaches. While classical neurology provides insight into the complex functional anatomy of oculomotor functions, little is known about the structural background of this dysfunction in MS. Thirty four clinically stable, treated relapsing-remitting MS patients with mild disability and 34 healthy controls were included in our study. Group difference and correlation with clinical parameters were analyzed in case of the latency, peak-velocity, gain, dysconjugacy index, and performance during a saccade and anti-saccade task. High-resolution T1 weighted, T2 FLAIR, and double inversion recovery images were acquired on 3T to evaluate the correlation between behavioral and MRI parameters, such as T2 lesion and T1 black-hole burden, global brain, gray, and white matter atrophy. VBM style analysis was used to identify the focal gray matter atrophy responsible for oculomotor dysfunction. Significantly increased latency in the prosaccade task and significantly worse performance in the anti-saccade task were found in MS patients. The detailed examination of conjugated eye movements revealed five subclinical internuclear ophthalmoparesis cases. The peak velocity and latency of the anti-saccade movement correlated with the number of black holes, but none of the eye movement parameters were associated with the T2 lesion burden or location. Global gray matter volume correlated with saccade and anti-saccade latency, whereas white matter and total brain volume did not. Local gray matter atrophy in the left inferio-parietal lobule and temporo-occipital junction correlated with anti-saccade peak velocity. Our results show that neurodegeneration-like features of the MRI (black-hole, gray matter atrophy) are the best predictors of eye movement deficit in MS. Concurring with the clinico-radiological paradox, T2 lesion burden cannot explain the behavioral results. Importantly, anti-saccade peak velocity correlates with gray matter atrophy in the left parietal regions, which are frequently implicated in attention tasks.
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Affiliation(s)
- Bálint Kincses
- Department of Neurology, Albert Szent-Györgyi Clinical Center, University of Szeged, Szeged, Hungary
| | - Benjámin J Hérák
- Department of Neurology, Albert Szent-Györgyi Clinical Center, University of Szeged, Szeged, Hungary
| | - Nikoletta Szabó
- Department of Neurology, Albert Szent-Györgyi Clinical Center, University of Szeged, Szeged, Hungary
| | - Bence Bozsik
- Department of Neurology, Albert Szent-Györgyi Clinical Center, University of Szeged, Szeged, Hungary
| | - Péter Faragó
- Department of Neurology, Albert Szent-Györgyi Clinical Center, University of Szeged, Szeged, Hungary
| | - András Király
- Department of Neurology, Albert Szent-Györgyi Clinical Center, University of Szeged, Szeged, Hungary
| | - Dániel Veréb
- Department of Neurology, Albert Szent-Györgyi Clinical Center, University of Szeged, Szeged, Hungary
| | - Eszter Tóth
- Department of Neurology, Albert Szent-Györgyi Clinical Center, University of Szeged, Szeged, Hungary
| | - Krisztián Kocsis
- Department of Neurology, Albert Szent-Györgyi Clinical Center, University of Szeged, Szeged, Hungary
| | - Krisztina Bencsik
- Department of Neurology, Albert Szent-Györgyi Clinical Center, University of Szeged, Szeged, Hungary
| | - László Vécsei
- Department of Neurology, Albert Szent-Györgyi Clinical Center, University of Szeged, Szeged, Hungary.,MTA-SZTE Neuroscience Research Group, Szeged, Hungary
| | - Zsigmond Tamás Kincses
- Department of Neurology, Albert Szent-Györgyi Clinical Center, University of Szeged, Szeged, Hungary.,Department of Radiology, Albert Szent-Györgyi Clinical Center, University of Szeged, Szeged, Hungary
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18
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Ternes AM, Clough M, Foletta P, White O, Fielding J. Executive control deficits correlate with reduced frontal white matter volume in multiple sclerosis. J Clin Exp Neuropsychol 2019; 41:723-729. [DOI: 10.1080/13803395.2019.1614536] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Affiliation(s)
- Anne-Marie Ternes
- School of Psychological Sciences and Monash Institute of Cognitive and Clinical Neurosciences, Monash University, Melbourne, Australia
| | - Meaghan Clough
- Department of Neurosciences, Central Clinical School, Monash University, Alfred Hospital, Melbourne, Australia
| | - Paige Foletta
- Department of Neurosciences, Central Clinical School, Monash University, Alfred Hospital, Melbourne, Australia
| | - Owen White
- Department of Neurosciences, Central Clinical School, Monash University, Alfred Hospital, Melbourne, Australia
| | - Joanne Fielding
- School of Psychological Sciences and Monash Institute of Cognitive and Clinical Neurosciences, Monash University, Melbourne, Australia
- Department of Neurosciences, Central Clinical School, Monash University, Alfred Hospital, Melbourne, Australia
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19
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Yousef A, Devereux M, Gourraud PA, Jonzzon S, Suleiman L, Waubant E, Green A, Graves JS. Subclinical Saccadic Eye Movement Dysfunction in Pediatric Multiple Sclerosis. J Child Neurol 2019; 34:38-43. [PMID: 30463467 DOI: 10.1177/0883073818807787] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Efferent visual dysfunction in children could lead to impaired quality of life at home and school. Eye-tracking can detect subtle efferent dysfunction missed on bedside examination but has not been validated in the pediatric multiple sclerosis population. OBJECTIVE We sought to determine the feasibility of eye-tracking in children and associations with multiple sclerosis. METHODS Participants meeting criteria for pediatric multiple sclerosis without acute efferent vision abnormalities and healthy controls were recruited. Multiple sclerosis participants underwent a clinical assessment and saccade and antisaccade testing paradigms. Intraclass correlation coefficients were generated for intertest repeatability. Adjusting for age and intereye correlations, generalized estimating equations compared latencies with case status, Expanded Disability Status Scale and Symbol Digit Modalities Test (SDMT) scores. RESULTS We eye-tracked 15 children with multiple sclerosis (n = 30 eyes, mean age 15.6 ± 2.1, mean disease duration 3.9 years, median Expanded Disability Status Scale 1.5) compared to 6 healthy controls (n = 12 eyes, age 14.3 ± .95). The intraclass correlation coefficient for repeated trials was 0.85. Adjusting for age, saccadic latency was 60 milliseconds (ms) longer for cases than controls (95% confidence interval = 26.4, 93.8; P = .0005). For antisaccadic latency, we observed a similar trend of 60 ms longer for cases than controls ( P = .06). CONCLUSION Eye-tracking is a short noninvasive examination, and high intertest repeatability supports use of eye-tracking technology in pediatric multiple sclerosis. Longer saccadic latencies were seen in children with multiple sclerosis despite short disease duration and low Expanded Disability Status Scale scores.
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Affiliation(s)
- Andrew Yousef
- 1 Department of Neurology, University of California San Francisco, San Francisco, CA, USA
| | - Michael Devereux
- 1 Department of Neurology, University of California San Francisco, San Francisco, CA, USA
| | - Pierre-Antoine Gourraud
- 2 Université de Nantes, INSERM, Centre de Recherche en Transplantation et Immunologie, Nantes, France.,3 CHU de Nantes, Institut de Transplantation Urologie Néphrologie (ITUN), Nantes, France
| | - Soren Jonzzon
- 1 Department of Neurology, University of California San Francisco, San Francisco, CA, USA
| | - Leena Suleiman
- 1 Department of Neurology, University of California San Francisco, San Francisco, CA, USA
| | - Emmanuelle Waubant
- 1 Department of Neurology, University of California San Francisco, San Francisco, CA, USA
| | - Ari Green
- 1 Department of Neurology, University of California San Francisco, San Francisco, CA, USA
| | - Jennifer S Graves
- 1 Department of Neurology, University of California San Francisco, San Francisco, CA, USA.,4 Department of Neuroscience, University of California San Diego, San Diego, CA, USA
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20
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Ferreira MB, Pereira PA, Parreira M, Sousa I, Figueiredo J, Cerqueira JJ, Macedo AF. Relationships between neuropsychological and antisaccade measures in multiple sclerosis patients. PeerJ 2018; 6:e5737. [PMID: 30310755 PMCID: PMC6174870 DOI: 10.7717/peerj.5737] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2018] [Accepted: 09/12/2018] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND The Stroop test is frequently used to assess deficits in inhibitory control in people with multiple sclerosis (MS). This test has limitations and antisaccade eye movements, that also measure inhibitory control, may be an alternative to Stroop. OBJECTIVES The aim of this study was twofold: (i) to investigate if the performance in the antisaccade task is altered in patients with MS and (ii) to investigate the correlation between performances in neuropsychological tests, the Stroop test and the antisaccade task. METHODS We measured antisaccades (AS) parameters with an infrared eye tracker (SMIRED 250 Hz) using a standard AS paradigm. A total of 38 subjects diagnosed with MS and 38 age and gender matched controls participated in this study. Neuropsychological measures were obtained from the MS group. RESULTS Patients with MS have higher error rates and prolonged latency than controls in the antisaccade task. There was a consistent association between the Stroop performance and AS latency. Stroop performance but not AS latency was associated with other neuropsychological measures in which the MS group showed deficits. CONCLUSIONS Our findings suggest that AS may be a selective and independent measure to investigate inhibitory control in patients with MS. More studies are necessary to confirm our results and to describe brain correlates associated with impaired performance in the antisaccade task in people diagnosed with MS.
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Affiliation(s)
- Marisa Borges Ferreira
- Low Vision and Visual Rehabilitation Lab, Department and Center of Physics—Optometry and Vision Science, University of Minho, Braga, Portugal
- Association “Todos com a Esclerose Multipla (TEM)”, Braga, Portugal
| | - Paulo Alexandre Pereira
- Association “Todos com a Esclerose Multipla (TEM)”, Braga, Portugal
- Centre of Mathematics and Department of Mathematics and Applications, University of Minho, Braga, Portugal
| | - Marta Parreira
- Association “Todos com a Esclerose Multipla (TEM)”, Braga, Portugal
| | - Ines Sousa
- Centre of Molecular and Environmental Biology (CBMA), and Department of Mathematics and Applications, Universidade do Minho, Braga, Portugal
| | - José Figueiredo
- Association “Todos com a Esclerose Multipla (TEM)”, Braga, Portugal
| | - João José Cerqueira
- Neurosciences Domain; Life and Health Sciences Research Institute, School of Health Sciences and ICVS/3B’s Associate Laboratory, University of Minho, Braga, Portugal
- Clinical Academic Centre (CCA), Hospital de Braga, Braga, Portugal
| | - Antonio Filipe Macedo
- Low Vision and Visual Rehabilitation Lab, Department and Center of Physics—Optometry and Vision Science, University of Minho, Braga, Portugal
- Department of Medicine and Optometry, Linnaeus University, Kalmar, Sweden
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21
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Nij Bijvank JA, Petzold A, Balk LJ, Tan HS, Uitdehaag BMJ, Theodorou M, van Rijn LJ. A standardized protocol for quantification of saccadic eye movements: DEMoNS. PLoS One 2018; 13:e0200695. [PMID: 30011322 PMCID: PMC6047815 DOI: 10.1371/journal.pone.0200695] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2018] [Accepted: 07/02/2018] [Indexed: 11/18/2022] Open
Abstract
OBJECTIVE Quantitative saccadic testing is a non-invasive method of evaluating the neural networks involved in the control of eye movements. The aim of this study is to provide a standardized and reproducible protocol for infrared oculography measurements of eye movements and analysis, which can be applied for various diseases in a multicenter setting. METHODS Development of a protocol to Demonstrate Eye Movement Networks with Saccades (DEMoNS) using infrared oculography. Automated analysis methods were used to calculate parameters describing the characteristics of the saccadic eye movements. The two measurements of the subjects were compared with descriptive and reproducibility statistics. RESULTS Infrared oculography measurements of all subjects were performed using the DEMoNS protocol and various saccadic parameters were calculated automatically from 28 subjects. Saccadic parameters such as: peak velocity, latency and saccade pair ratios showed excellent reproducibility (intra-class correlation coefficients > 0.9). Parameters describing performance of more complex tasks showed moderate to good reproducibility (intra-class correlation coefficients 0.63-0.78). CONCLUSIONS This study provides a standardized and transparent protocol for measuring and analyzing saccadic eye movements in a multicenter setting. The DEMoNS protocol details outcome measures for treatment trial which are of excellent reproducibility. The DEMoNS protocol can be applied to the study of saccadic eye movements in various neurodegenerative and motor diseases.
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Affiliation(s)
- J. A. Nij Bijvank
- Department of Ophthalmology, Neuro-ophthalmology Expertise Center, Amsterdam UMC - VUmc, Amsterdam, The Netherlands
- Department of Neurology, MS Center and Neuro-ophthalmology Expertise Center, Neuroscience Amsterdam, Amsterdam UMC - VUmc, Amsterdam, The Netherlands
- * E-mail:
| | - A. Petzold
- Department of Ophthalmology, Neuro-ophthalmology Expertise Center, Amsterdam UMC - VUmc, Amsterdam, The Netherlands
- Department of Neurology, MS Center and Neuro-ophthalmology Expertise Center, Neuroscience Amsterdam, Amsterdam UMC - VUmc, Amsterdam, The Netherlands
- Moorfields Eye Hospital and The National Hospital for Neurology and Neurosurgery, London, United Kingdom
| | - L. J. Balk
- Department of Neurology, MS Center and Neuro-ophthalmology Expertise Center, Neuroscience Amsterdam, Amsterdam UMC - VUmc, Amsterdam, The Netherlands
| | - H. S. Tan
- Department of Ophthalmology, Neuro-ophthalmology Expertise Center, Amsterdam UMC - VUmc, Amsterdam, The Netherlands
| | - B. M. J. Uitdehaag
- Department of Neurology, MS Center and Neuro-ophthalmology Expertise Center, Neuroscience Amsterdam, Amsterdam UMC - VUmc, Amsterdam, The Netherlands
| | - M. Theodorou
- Moorfields Eye Hospital and The National Hospital for Neurology and Neurosurgery, London, United Kingdom
| | - L. J. van Rijn
- Department of Ophthalmology, Neuro-ophthalmology Expertise Center, Amsterdam UMC - VUmc, Amsterdam, The Netherlands
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22
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Serra A, Chisari CG, Matta M. Eye Movement Abnormalities in Multiple Sclerosis: Pathogenesis, Modeling, and Treatment. Front Neurol 2018; 9:31. [PMID: 29467711 PMCID: PMC5807658 DOI: 10.3389/fneur.2018.00031] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2017] [Accepted: 01/15/2018] [Indexed: 01/13/2023] Open
Abstract
Multiple sclerosis (MS) commonly causes eye movement abnormalities that may have a significant impact on patients’ disability. Inflammatory demyelinating lesions, especially occurring in the posterior fossa, result in a wide range of disorders, spanning from acquired pendular nystagmus (APN) to internuclear ophthalmoplegia (INO), among the most common. As the control of eye movements is well understood in terms of anatomical substrate and underlying physiological network, studying ocular motor abnormalities in MS provides a unique opportunity to gain insights into mechanisms of disease. Quantitative measurement and modeling of eye movement disorders, such as INO, may lead to a better understanding of common symptoms encountered in MS, such as Uhthoff’s phenomenon and fatigue. In turn, the pathophysiology of a range of eye movement abnormalities, such as APN, has been clarified based on correlation of experimental model with lesion localization by neuroimaging in MS. Eye movement disorders have the potential of being utilized as structural and functional biomarkers of early cognitive deficit, and possibly help in assessing disease status and progression, and to serve as platform and functional outcome to test novel therapeutic agents for MS. Knowledge of neuropharmacology applied to eye movement dysfunction has guided testing and use of a number of pharmacological agents to treat some eye movement disorders found in MS, such as APN and other forms of central nystagmus.
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Affiliation(s)
- Alessandro Serra
- Neurology, Louis Stokes VA Medical Center, University Hospitals and Case Western Reserve School of Medicine, Cleveland, OH, United States
| | | | - Manuela Matta
- Neurology, Ospedale San Luigi Gonzaga, Orbassano, Italy
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Yousef A, Jonzzon S, Suleiman L, Arjona J, Graves JS. Biosensing in multiple sclerosis. Expert Rev Med Devices 2017; 14:901-912. [PMID: 28975814 DOI: 10.1080/17434440.2017.1388162] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
INTRODUCTION The goal of using wearable biosensors in multiple sclerosis (MS) is to provide outcome metrics with higher sensitivity to deficits and better inter-test and inter-rater reliability than standard neurological exam bedside maneuvers. A wearable biosensor not only has the potential to enhance physical exams, but also offers the promise of remote evaluations of the patient either at home or with local non-specialist providers. Areas covered: We performed a structured literature review on the use of wearable biosensors in studies of multiple sclerosis. This included accelerometers, gyroscopes, eye-trackers, grip sensors, and multi-sensors. Expert commentary: Wearable sensors that are sensitive to change in function over time have great potential to serve as outcome metrics in clinical trials. Key features of generalizability are simplicity in the application of the device and delivery of data to the provider. Another important feature to establish is best sampling rate. Having too high of a sampling rate can lead to over-interpretation of noisy data On the other hand, a low sampling rate can result in an insensitive test thus missing subtle changes of clinical interest. Of most importance is to establish metrics derived from wearable devices that provide meaningful data in longitudinal studies.
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Affiliation(s)
- Andrew Yousef
- a Department of Neurology , University of California , San Francisco , CA , USA
| | - Soren Jonzzon
- a Department of Neurology , University of California , San Francisco , CA , USA
| | - Leena Suleiman
- a Department of Neurology , University of California , San Francisco , CA , USA
| | - Jennifer Arjona
- a Department of Neurology , University of California , San Francisco , CA , USA
| | - Jennifer S Graves
- a Department of Neurology , University of California , San Francisco , CA , USA
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24
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Patel VP, Walker LA, Feinstein A. Deconstructing the symbol digit modalities test in multiple sclerosis: The role of memory. Mult Scler Relat Disord 2017; 17:184-189. [DOI: 10.1016/j.msard.2017.08.006] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2017] [Revised: 06/23/2017] [Accepted: 08/14/2017] [Indexed: 11/27/2022]
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25
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Lizak N, Clough M, Millist L, Kalincik T, White OB, Fielding J. Impairment of Smooth Pursuit as a Marker of Early Multiple Sclerosis. Front Neurol 2016; 7:206. [PMID: 27917151 PMCID: PMC5116770 DOI: 10.3389/fneur.2016.00206] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2016] [Accepted: 11/02/2016] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Multiple sclerosis (MS) is a diffuse disease that disrupts wide-ranging cerebral networks. The control of saccades and smooth pursuit are similarly dependent upon widespread networks, with the assessment of pursuit offering an opportunity to examine feedback regulation. We sought to characterize pursuit deficits in MS and to examine their relationship with disease duration. METHODS Twenty healthy controls, 20 patients with a clinically isolated syndrome (CIS), and 40 patients with clinically definite MS (CDMS) participated. Thirty-six trials of Rashbass' step-ramp paradigm of smooth pursuit, evenly split by velocity (8.65°, 17.1°, and 25.9°/s) and ramp direction (left/right), were performed. Four parameters were measured: latency of pursuit onset, closed-loop pursuit gain, number of saccades, and summed saccade amplitudes during pursuit. For CDMS patients, these were correlated with disease duration and Expanded Disability Status Scale (EDSS) score. RESULTS Closed-loop pursuit gain was significantly lower in CIS than controls at all speeds. CDMS gain was lower than controls at medium pursuit velocity. CDMS patients also displayed longer pursuit latency than controls at all velocities. All patients accumulated increased summed saccade amplitudes at slow and medium pursuit speeds, and infrequent high-amplitude saccades at the fast speed. No pursuit variable significantly correlated with EDSS or disease duration in CDMS patients. CONCLUSION Smooth pursuit is significantly compromised in MS from onset. Low pursuit gain and increased saccadic amplitudes may be robust markers of disseminated pathology in CIS and in more advanced MS. Pursuit may be useful in measuring early disease.
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Affiliation(s)
- Nathaniel Lizak
- Department of Medicine, University of Melbourne, Melbourne, VIC, Australia; Monash School of Medicine, Monash University, Melbourne, VIC, Australia; School of Psychological Sciences, Monash Institute of Cognitive and Clinical Neurosciences, Monash University, Melbourne, VIC, Australia
| | - Meaghan Clough
- Department of Medicine, University of Melbourne, Melbourne, VIC, Australia; School of Psychological Sciences, Monash Institute of Cognitive and Clinical Neurosciences, Monash University, Melbourne, VIC, Australia
| | - Lynette Millist
- Department of Neurology, Royal Melbourne Hospital , Melbourne, VIC , Australia
| | - Tomas Kalincik
- Department of Medicine, University of Melbourne, Melbourne, VIC, Australia; Department of Neurology, Royal Melbourne Hospital, Melbourne, VIC, Australia
| | - Owen B White
- Department of Medicine, University of Melbourne, Melbourne, VIC, Australia; School of Psychological Sciences, Monash Institute of Cognitive and Clinical Neurosciences, Monash University, Melbourne, VIC, Australia; Department of Neurology, Royal Melbourne Hospital, Melbourne, VIC, Australia
| | - Joanne Fielding
- Department of Medicine, University of Melbourne, Melbourne, VIC, Australia; School of Psychological Sciences, Monash Institute of Cognitive and Clinical Neurosciences, Monash University, Melbourne, VIC, Australia; Department of Neurology, Royal Melbourne Hospital, Melbourne, VIC, Australia
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26
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Jamadar SD, Egan GF, Calhoun VD, Johnson B, Fielding J. Intrinsic Connectivity Provides the Baseline Framework for Variability in Motor Performance: A Multivariate Fusion Analysis of Low- and High-Frequency Resting-State Oscillations and Antisaccade Performance. Brain Connect 2016; 6:505-17. [PMID: 27117091 DOI: 10.1089/brain.2015.0411] [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] [Indexed: 11/12/2022] Open
Abstract
Intrinsic brain activity provides the functional framework for the brain's full repertoire of behavioral responses; that is, a common mechanism underlies intrinsic and extrinsic neural activity, with extrinsic activity building upon the underlying baseline intrinsic activity. The generation of a motor movement in response to sensory stimulation is one of the most fundamental functions of the central nervous system. Since saccadic eye movements are among our most stereotyped motor responses, we hypothesized that individual variability in the ability to inhibit a prepotent saccade and make a voluntary antisaccade would be related to individual variability in intrinsic connectivity. Twenty-three individuals completed the antisaccade task and resting-state functional magnetic resonance imaging (fMRI). A multivariate analysis of covariance identified relationships between fMRI oscillations (0.01-0.2 Hz) of resting-state networks determined using high-dimensional independent component analysis and antisaccade performance (latency, error rate). Significant multivariate relationships between antisaccade latency and directional error rate were obtained in independent components across the entire brain. Some of the relationships were obtained in components that overlapped substantially with the task; however, many were obtained in components that showed little overlap with the task. The current results demonstrate that even in the absence of a task, spectral power in regions showing little overlap with task activity predicts an individual's performance on a saccade task.
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Affiliation(s)
- Sharna D Jamadar
- 1 Monash Biomedical Imaging, Monash University , Melbourne, Australia .,2 Monash Institute of Cognitive and Clinical Neurosciences and School of Psychological Sciences, Monash University , Melbourne, Australia .,3 Australian Research Council Centre of Excellence for Integrative Brain Function, Monash University , Melbourne, Australia
| | - Gary F Egan
- 1 Monash Biomedical Imaging, Monash University , Melbourne, Australia .,2 Monash Institute of Cognitive and Clinical Neurosciences and School of Psychological Sciences, Monash University , Melbourne, Australia .,3 Australian Research Council Centre of Excellence for Integrative Brain Function, Monash University , Melbourne, Australia
| | - Vince D Calhoun
- 4 The Mind Research Network , Albuquerque, New Mexico.,5 Department of Electrical and Computer Engineering, University of New Mexico , Albuquerque, New Mexico
| | - Beth Johnson
- 2 Monash Institute of Cognitive and Clinical Neurosciences and School of Psychological Sciences, Monash University , Melbourne, Australia
| | - Joanne Fielding
- 2 Monash Institute of Cognitive and Clinical Neurosciences and School of Psychological Sciences, Monash University , Melbourne, Australia .,6 Department of Medicine, University of Melbourne , Melbourne, Australia
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27
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Fielding J, Clough M, Beh S, Millist L, Sears D, Frohman AN, Lizak N, Lim J, Kolbe S, Rennaker RL, Frohman TC, White OB, Frohman EM. Ocular motor signatures of cognitive dysfunction in multiple sclerosis. Nat Rev Neurol 2015; 11:637-45. [PMID: 26369516 DOI: 10.1038/nrneurol.2015.174] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
The anatomical and functional overlap between ocular motor command circuitry and the higher-order networks that form the scaffolding for cognition makes for a compelling hypothesis that measures of ocular motility could provide a means to sensitively interrogate cognitive dysfunction in people with multiple sclerosis (MS). Such an approach may ultimately provide objective and reproducible measures of cognitive dysfunction that offer an innovative capability to refine diagnosis, improve prognostication, and more accurately codify disease burden. A further dividend may be the validation and application of biomarkers that can be used in studies aimed at identifying and monitoring preventative, protective and even restorative properties of novel neurotherapeutics in MS. This Review discusses the utility of ocular motor measures in patients with MS to characterize disruption to wide-ranging networks that support cognitive function.
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Affiliation(s)
- Joanne Fielding
- School of Psychological Sciences and Monash Institute of Cognitive and Clinical Neurosciences, Monash University, Wellington Road, Clayton, VIC 3800, Australia.,Department of Medicine, Royal Melbourne Hospital, Melbourne Brain Centre, University of Melbourne, Parkville, VIC 3050, Australia
| | - Meaghan Clough
- School of Psychological Sciences and Monash Institute of Cognitive and Clinical Neurosciences, Monash University, Wellington Road, Clayton, VIC 3800, Australia
| | - Shin Beh
- Departments of Neurology and Neurotherapeutics, University of Texas Southwestern School of Medicine, 5323 Harry Hines Boulevard, Dallas, TX 75390, USA
| | - Lynette Millist
- Department of Medicine, Royal Melbourne Hospital, Melbourne Brain Centre, University of Melbourne, Parkville, VIC 3050, Australia
| | - Derek Sears
- Departments of Neurology and Neurotherapeutics, University of Texas Southwestern School of Medicine, 5323 Harry Hines Boulevard, Dallas, TX 75390, USA
| | - Ashley N Frohman
- Departments of Neurology and Neurotherapeutics, University of Texas Southwestern School of Medicine, 5323 Harry Hines Boulevard, Dallas, TX 75390, USA
| | - Nathaniel Lizak
- Monash School of Medicine, Monash University, Wellington Road, Clayton, VIC 3800, Australia
| | - Jayne Lim
- Department of Medicine, Royal Melbourne Hospital, Melbourne Brain Centre, University of Melbourne, Parkville, VIC 3050, Australia
| | - Scott Kolbe
- Department of Anatomy and Neuroscience, Medical Building, University of Melbourne, Parkville, VIC 3010, Australia
| | - Robert L Rennaker
- Department of Bioengineering and Computer Science, University of Texas at Dallas, 800 West Campbell Road, Richardson, TX 75080, USA
| | - Teresa C Frohman
- Departments of Neurology and Neurotherapeutics, University of Texas Southwestern School of Medicine, 5323 Harry Hines Boulevard, Dallas, TX 75390, USA
| | - Owen B White
- Department of Medicine, Royal Melbourne Hospital, Melbourne Brain Centre, University of Melbourne, Parkville, VIC 3050, Australia
| | - Elliot M Frohman
- Departments of Neurology and Neurotherapeutics, University of Texas Southwestern School of Medicine, 5323 Harry Hines Boulevard, Dallas, TX 75390, USA.,Department of Bioengineering and Computer Science, University of Texas at Dallas, 800 West Campbell Road, Richardson, TX 75080, USA
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28
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Eye and hand motor interactions with the Symbol Digit Modalities Test in early multiple sclerosis. Mult Scler Relat Disord 2015; 4:585-9. [PMID: 26590666 DOI: 10.1016/j.msard.2015.08.003] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2015] [Revised: 08/11/2015] [Accepted: 08/14/2015] [Indexed: 11/24/2022]
Abstract
PURPOSE Eye and hand motor dysfunction may be present early in the disease course of relapsing-remitting multiple sclerosis (RRMS), and can affect the results on visual and written cognitive tests. We aimed to test for differences in saccadic initiation time (SI time) between RRMS patients and healthy controls, and whether SI time and hand motor speed interacted with the written version of the Symbol Digit Modalities Test (wSDMT). METHODS Patients with RRMS (N = 44, age 35.1 ± 7.3 years), time since diagnosis < 3 years and matched controls (N = 41, age 33.2 ± 6.8 years) were examined with ophthalmological, neurological and neuropsychological tests, as well as structural MRI (white matter lesion load (WMLL) and brainstem lesions), visual evoked potentials (VEP) and eye-tracker examinations of saccades. RESULTS SI time was longer in RRMS than controls (p < 0.05). SI time was not related to the Paced Auditory Serial Addition Test (PASAT), WMLL or to the presence of brainstem lesions. 9 hole peg test (9HP) correlated significantly with WMLL (r = 0.58, p < 0.01). Both SI time and 9HP correlated negatively with the results of wSDMT (r = -0.32, p < 0.05, r = -0.47, p < 0.01), but none correlated with the results of PASAT. CONCLUSIONS RRMS patients have an increased SI time compared to controls. Cognitive tests results, exemplified by the wSDMT, may be confounded by eye and hand motor function.
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29
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Ocular motor measures of cognitive dysfunction in multiple sclerosis I: inhibitory control. J Neurol 2015; 262:1130-7. [PMID: 25851743 DOI: 10.1007/s00415-015-7645-3] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2014] [Revised: 01/10/2015] [Accepted: 01/11/2015] [Indexed: 10/23/2022]
Abstract
Our ability to control and inhibit behaviours that are inappropriate, unsafe, or no longer required is crucial for functioning successfully in complex environments. Here, we investigated whether a series of ocular motor (OM) inhibition tasks could dissociate deficits in patients with multiple sclerosis (MS), including patients with only a probable diagnosis (clinically isolated syndrome: CIS), from healthy individuals as well as a function of increasing disease duration. 25 patients with CIS, 25 early clinically definite MS patients (CDMS: ≤7 years of diagnosis), 24 late CDMS patients (>7 years from diagnosis), and 25 healthy controls participated. All participants completed a series of classic OM inhibition tasks [antisaccade (AS) task, memory-guided (MG) task, endogenous cue task], and a neuropsychological inhibition task [paced auditory serial addition test (PASAT)]. Clinical disability was characterised in CDMS patients using the Expanded Disability Severity Scale (EDSS). OM (latency and error) and PASAT performance were compared between patient groups and controls, as well as a function of disease duration. For CDMS patients only, results were correlated with EDSS score. All patient groups made more errors than controls on all OM tasks; error rate did not increase with increasing disease duration. In contrast, saccade latency (MG and endogenous cue tasks) was found to worsen with increasing disease duration. PASAT performance did not discriminate patient groups or disease duration. The EDSS did not correlate with any measure. These OM measures appear to dissociate deficit between patients at different disease durations. This suggests their utility as a measure of progression from the earliest inception of the disease.
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30
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Clough M, Mitchell L, Millist L, Lizak N, Beh S, Frohman TC, Frohman EM, White OB, Fielding J. Ocular motor measures of cognitive dysfunction in multiple sclerosis II: working memory. J Neurol 2015; 262:1138-47. [PMID: 25851742 DOI: 10.1007/s00415-015-7644-4] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2014] [Revised: 01/10/2015] [Accepted: 01/11/2015] [Indexed: 11/24/2022]
Abstract
Our companion paper documents pervasive inhibitory deficits in multiple sclerosis (MS) using ocular motor (OM) measures. Here we investigated the utility of an OM working memory (WMem) task in characterising WMem deficits in these patients as a function of disease status and disease duration. 22 patients with CIS, 22 early clinically definite MS patients (CDMS: <7 years of diagnosis), 22 late CDMS patients (>7 years from diagnosis), and 22 healthy controls participated. All participants completed the ocular motor WMem task, the paced auditory serial addition test (PASAT), and the symbol digit modalities test (SDMT). Clinical disability was characterised in CDMS patients using the Expanded Disability Severity Scale (EDSS). WMem performance was measured as proportion of errors (WMem errors), saccade latency, and relative sensitivity to WMem loading (WMem effect), an indicator of WMem capacity. All patient groups performed more WMem errors than controls with proportion of WMem errors, and degree of WMem effect increasing with increasing disease duration. A larger WMem effect, reflecting poorer WMem capacity, corresponded to poorer performance on neuropsychological measures, and a higher disability score for CDMS patients with the longest disease duration; an observation that suggests wider implication of WMem executive processes with advancing disease. Conspicuously, performance decrements on standard neuropsychological testing did not similarly increase commensurate with disease duration. The ocular motor WMem task appears to meaningfully dissociate WMem deficit from healthy individuals as well as a function of increasing disease duration. Potentially, this task represents a highly informative and objective method by which to ascertain progressive WMem changes from the earliest inception of MS.
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Affiliation(s)
- Meaghan Clough
- School of Psychological Sciences, Monash University, Clayton, 3800, Australia
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Roberg BL, Bruce JM, Feaster HT, O’Bryan SR, Westervelt HJ, Glusman M. Speedy eye movements in multiple sclerosis: Association with performance on visual and nonvisual cognitive tests. J Clin Exp Neuropsychol 2014; 37:1-15. [DOI: 10.1080/13803395.2014.983465] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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Kolbe SC, Kilpatrick TJ, Mitchell PJ, White O, Egan GF, Fielding J. Inhibitory saccadic dysfunction is associated with cerebellar injury in multiple sclerosis. Hum Brain Mapp 2013; 35:2310-9. [PMID: 24038970 DOI: 10.1002/hbm.22329] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2012] [Revised: 03/12/2013] [Accepted: 04/22/2013] [Indexed: 11/07/2022] Open
Abstract
Cognitive dysfunction is common in patients with multiple sclerosis (MS). Saccadic eye movement paradigms such as antisaccades (AS) can sensitively interrogate cognitive function, in particular, the executive and attentional processes of response selection and inhibition. Although we have previously demonstrated significant deficits in the generation of AS in MS patients, the neuropathological changes underlying these deficits were not elucidated. In this study, 24 patients with relapsing-remitting MS underwent testing using an AS paradigm. Rank correlation and multiple regression analyses were subsequently used to determine whether AS errors in these patients were associated with: (i) neurological and radiological abnormalities, as measured by standard clinical techniques, (ii) cognitive dysfunction, and (iii) regionally specific cerebral white and gray-matter damage. Although AS error rates in MS patients did not correlate with clinical disability (using the Expanded Disability Status Score), T2 lesion load or brain parenchymal fraction, AS error rate did correlate with performance on the Paced Auditory Serial Addition Task and the Symbol Digit Modalities Test, neuropsychological tests commonly used in MS. Further, voxel-wise regression analyses revealed associations between AS errors and reduced fractional anisotropy throughout most of the cerebellum, and increased mean diffusivity in the cerebellar vermis. Region-wise regression analyses confirmed that AS errors also correlated with gray-matter atrophy in the cerebellum right VI subregion. These results support the use of the AS paradigm as a marker for cognitive dysfunction in MS and implicate structural and microstructural changes to the cerebellum as a contributing mechanism for AS deficits in these patients.
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Affiliation(s)
- Scott C Kolbe
- Department of Anatomy and Neuroscience, University of Melbourne, Melbourne, Victoria, Australia
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Dong W, Yan B, Johnson BP, Millist L, Davis S, Fielding J, White OB. Ischaemic stroke: the ocular motor system as a sensitive marker for motor and cognitive recovery. J Neurol Neurosurg Psychiatry 2013; 84:337-41. [PMID: 23223333 PMCID: PMC3582066 DOI: 10.1136/jnnp-2012-303926] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
OBJECTIVE To evaluate the sensitivity of measuring cognitive processing in the ocular motor system as a marker for recovery of deficit in post stroke patients. METHODS 15 patients (mean age 60.6 years, mean National Institutes of Health Stroke Scale (NIHSS) score 2.25) and 10 age matched control subjects (mean age 63.3 years) participated in the study. We included mildly affected acute stroke patients without a visual field defect or gaze palsy. Patients were examined at onset and at 1 month and 3 months post stroke by testing ocular motor function, NIHSS, modified Rankin Scale (mRS) and standard cognitive function assessments. RESULTS Significant differences were found in measures of ocular motor function between groups at stroke onset as well as between the first test and follow-up in patients. At 3 months, function had not returned to normal baseline. Ocular motor function was more sensitive in identifying cognitive dysfunction and improvement compared with NIHSS or mRS. CONCLUSIONS Standard neurological assessments of stroke patients are weighted significantly towards motor and sensory function, underestimating cognitive deficits. Ocular motor assessment demonstrates cognitive effects of even mild stroke and may provide improved quantifiable measurements of cognitive recovery post stroke. We demonstrated abnormality in patients just after onset, extending beyond 3 months, when there was apparent full recovery of motor and sensory function, implying more widespread disruption of cognitive mechanisms, consistent with the subjective complaints received from patients. This may provide insight into cognitive rehabilitation strategies leading to improved functional outcomes.
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Affiliation(s)
- Wei Dong
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
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Fielding J, Kilpatrick T, Millist L, Clough M, White O. Longitudinal assessment of antisaccades in patients with multiple sclerosis. PLoS One 2012; 7:e30475. [PMID: 22319570 PMCID: PMC3271102 DOI: 10.1371/journal.pone.0030475] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2011] [Accepted: 12/19/2011] [Indexed: 12/05/2022] Open
Abstract
We have previously demonstrated that assessment of antisaccades (AS) provides not only measures of motor function in multiple sclerosis (MS), but measures of cognitive control processes in particular, attention and working memory. This study sought to demonstrate the potential for AS measures to sensitively reflect change in functional status in MS. Twenty-four patients with relapsing-remitting MS and 12 age-matched controls were evaluated longitudinally using an AS saccade task. Compared to control subjects, a number of saccade parameters changed significantly over a two year period for MS patients. These included saccade error rates, latencies, and accuracy measures. Further, for MS patients, correlations were retained between OM measures and scores on the PASAT, which is considered the reference task for the cognitive evaluation of MS patients. Notably, EDSS scores for these patients did not change significantly over this period. These results demonstrate that OM measures may reflect disease evolution in MS, in the absence of clinically evident changes as measured using conventional techniques. With replication, these markers could ultimately be developed into a cost-effective, non-invasive, and well tolerated assessment tool to assist in confirming progression early in the disease process, and in measuring and predicting response to therapy.
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Affiliation(s)
- Joanne Fielding
- School of Psychology and Psychiatry, Monash University, Clayton, Victoria, Australia
- Department of Neurology, Royal Melbourne Hospital, Parkville, Victoria, Australia
- * E-mail:
| | - Trevor Kilpatrick
- Department of Neurology, Royal Melbourne Hospital, Parkville, Victoria, Australia
- Centre for Neuroscience, University of Melbourne, Parkville, Victoria, Australia
| | - Lynette Millist
- Department of Neurology, Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Meaghan Clough
- School of Psychology and Psychiatry, Monash University, Clayton, Victoria, Australia
| | - Owen White
- Department of Neurology, Royal Melbourne Hospital, Parkville, Victoria, Australia
- Centre for Neuroscience, University of Melbourne, Parkville, Victoria, Australia
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McIntosh RD, Brooks JL. Current tests and trends in single-case neuropsychology. Cortex 2011; 47:1151-9. [PMID: 21930266 DOI: 10.1016/j.cortex.2011.08.005] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2011] [Revised: 07/29/2011] [Accepted: 08/08/2011] [Indexed: 01/27/2023]
Abstract
In this issue of Cortex, Crawford, Garthwaite and Ryan publish bayesian statistical tests that will enable researchers to take account of covariates when comparing single patients to control samples. In this article, we provide some context for this development, from an audit of the Cortex archives. We suggest that single-case research is alive and well, and more rigorous than ever, and that current practice has been shaped considerably by Crawford and colleagues' statistical refinements over the past 12 years. However, there is scope for further tightening and standardisation of statistical methods and reporting standards. The advantages offered by the new bayesian tests should promote the even wider use of appropriate statistical methods, with benefits for the validity of individual studies, and for cross-comparability in the single-case literature.
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Affiliation(s)
- Robert D McIntosh
- Human Cognitive Neuroscience, Psychology, University of Edinburgh, UK.
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De Santi L, Lanzafame P, Spanò B, D'Aleo G, Bramanti A, Bramanti P, Marino S. Pursuit ocular movements in multiple sclerosis: a video-based eye-tracking study. Neurol Sci 2010; 32:67-71. [PMID: 20730462 DOI: 10.1007/s10072-010-0395-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2010] [Accepted: 07/24/2010] [Indexed: 10/19/2022]
Abstract
Multiple sclerosis (MS) patients frequently develop some form of ocular motor dysfunction during the disease. In previous studies, ocular motor abnormalities were found to correlate with clinical disability and with impaired cognitive performance. The objective of this study was to assess the pursuit ocular movement (POM) frequency in relapsing-remitting (RR) and secondary progressive (SP) MS patients by using a vision-based non-intrusive eye tracker. POM frequency was significantly lower (p < 0.001) in MS patients compared to normal controls. No differences between RR and SP-MS patients and no correlation between POM and expanded disability status scale (EDSS) score were found. This exploratory study suggests that our vision-based system is a new simple non-intrusive method showing impairment of POM values in MS patients, even in the absence of association with clinical disability (EDSS). Future works on larger cohorts of MS patients might validate this eye tracking in MS clinical practice.
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Affiliation(s)
- Lorenzo De Santi
- IRCCS Centro Neurolesi, Bonino-Pulejo, Via Provinciale Palermo, contrada Casazza, 98124, Messina, Italy.
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Bowling AC, Donnelly JF. Effect of nicotine on saccadic eye movement latencies in non-smokers. Hum Psychopharmacol 2010; 25:410-8. [PMID: 20589920 DOI: 10.1002/hup.1134] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
OBJECTIVE Recently, saccadic eye movement tasks have been used to assess the effects of nicotine on higher cognitive processes, including inhibitory control. Saccadic task switching methods suggest that there is prolonged inhibition of the saccadic eye movement system following antisaccade trials. The objective of this research was to examine effects of nicotine on inhibition using saccadic task switching paradigms. METHODS Nicotine and placebo lozenges were administered on separate days to 40 non-smokers who performed prosaccade and antisaccade tasks. In addition, participants performed a series of trials in which prosaccade and antisaccade tasks were switched. Eye movement latencies were recorded. RESULTS Participants responded significantly faster for the nicotine condition than for the placebo condition. A switch benefit was observed for only placebo antisaccade trials, in that latencies of repetition trials were significantly longer than those of switch trials. In addition, an analysis of the repetition trials showed an interaction between saccade type and sequence position for the placebo condition, but not the nicotine condition. CONCLUSION Inhibition persists after antisaccade trials in a switching paradigm, but that the duration of this inhibition is reduced by nicotine.
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Affiliation(s)
- Alison C Bowling
- School of Health and Human Sciences, Southern Cross University, Coffs Harbour, NSW 2450, Australia.
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Foley JA, Della Sala S. Geographical distribution of Cortex publications. Cortex 2010; 46:410-9. [DOI: 10.1016/j.cortex.2009.11.010] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2009] [Accepted: 11/23/2009] [Indexed: 01/05/2023]
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