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Arima Y, Nakamura K, Mori K, Hashimoto S, Wakida M, Ishii H, Hase K. Eye Movements during Measurements of Visual Vertical in the Poststroke Subacute Phase. eNeuro 2025; 12:ENEURO.0279-24.2024. [PMID: 39746806 PMCID: PMC11747974 DOI: 10.1523/eneuro.0279-24.2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2024] [Revised: 12/02/2024] [Accepted: 12/14/2024] [Indexed: 01/04/2025] Open
Abstract
The subjective visual vertical (VV), the visually estimated direction of gravity, is essential for assessing vestibular function and visuospatial cognition. In this study, we aimed to investigate the mechanisms underlying altered VV perception in stroke participants with unilateral spatial neglect (USN), specifically by examining their eye movement patterns during VV judgment tasks. Participants with USN demonstrated limited eye movement scanning along a rotating bar, often fixating on prominent ends, such as the top or bottom. This suggests a reflexive response to visually salient areas, potentially interfering with accurate VV perception. In contrast, participants without USN showed broader scanning around the center of the bar. Notably, participants with USN without frontal lobe lesions occasionally exhibited extended scanning that included the bar's center, which was associated with accurate VV judgments. These findings suggest that (1) a tendency to fixate on peripheral, prominent areas and (2) frontal lobe involvement in disengaging and redirecting spatial attention may influence VV perception in USN. Based on these results, targeted rehabilitation strategies that encourage individuals with USN to extend their visual scanning beyond prominent endpoints and include central areas could improve VV accuracy. This study highlights the specific eye movement behaviors contributing to VV misperception, emphasizing the importance of training that broadens scanning to improve VV perception effectively.
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Affiliation(s)
- Yasuaki Arima
- Department of Rehabilitation Medicine, Kansai Medical University Hospital, Hirakata, Osaka 573-1191, Japan
| | - Kae Nakamura
- Department of Physiology, Kansai Medical University, Hirakata, Osaka 573-1010, Japan
| | - Kimihiko Mori
- Faculty of Rehabilitation, Kansai Medical University, Hirakata, Osaka 573-1136, Japan
| | - Shingo Hashimoto
- Faculty of Rehabilitation, Kansai Medical University, Hirakata, Osaka 573-1136, Japan
| | - Masanori Wakida
- Faculty of Rehabilitation, Kansai Medical University, Hirakata, Osaka 573-1136, Japan
| | - Hironori Ishii
- Department of Physiology, Kansai Medical University, Hirakata, Osaka 573-1010, Japan
| | - Kimitaka Hase
- Department of Rehabilitation Medicine, Kansai Medical University, Hirakata, Osaka 573-1010, Japan
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Munoz MJ, Arora R, Rivera YM, Drane QH, Pal GD, Verhagen Metman L, Sani SB, Rosenow JM, Goelz LC, Corcos DM, David FJ. Cognitive aspects of motor control deteriorate while off treatment following subthalamic nucleus deep brain stimulation surgery in Parkinson's disease. Front Neurol 2024; 15:1463970. [PMID: 39744112 PMCID: PMC11688652 DOI: 10.3389/fneur.2024.1463970] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2024] [Accepted: 12/04/2024] [Indexed: 02/07/2025] Open
Abstract
Introduction The long-term effects of surgery for subthalamic nucleus deep brain stimulation (STN-DBS) on cognitive aspects of motor control for people with Parkinson's disease (PD) are largely unknown. We compared saccade latency and reach reaction time (RT) pre- and post-surgery while participants with PD were off-treatment. Methods In this preliminary study, we assessed people with PD approximately 1 month pre-surgery while OFF medication (OFF-MEDS) and about 8 months post-surgery while OFF medication and STN-DBS treatment (OFF-MEDS/OFF-DBS). We examined saccade latency and reach reaction time (RT) performance during a visually-guided reaching task requiring participants to look at and reach toward a visual target. Results We found that both saccade latency and reach RT significantly increased post-surgery compared to pre-surgery. In addition, there was no significant change in Movement Disorder Society-Unified Parkinson's Disease Rating Scale (MDS-UPDRS) Part III score. Discussion We found detrimental post-surgical changes to saccade latency and reach RT. We discuss the potential contributions of long-term tissue changes and withdrawal from STN-DBS on this detrimental cognitive effect.
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Affiliation(s)
- Miranda J. Munoz
- Department of Physical Therapy and Human Movement Sciences, Northwestern University, Chicago, IL, United States
| | - Rishabh Arora
- USF Health Morsani College of Medicine, University of South Florida, Tampa, FL, United States
| | - Yessenia M. Rivera
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Quentin H. Drane
- Creighton University School of Medicine, Creighton University, Omaha, NE, United States
| | - Gian D. Pal
- Department of Neurology, Rutgers-Robert Wood Johnson Medical School, New Brunswick, NJ, United States
| | - Leo Verhagen Metman
- Department of Neurology, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Sepehr B. Sani
- Department of Neurosurgery, Rush University Medical Center, Chicago, IL, United States
| | - Joshua M. Rosenow
- Department of Neurological Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Lisa C. Goelz
- Department of Kinesiology and Nutrition, University of Illinois at Chicago, Chicago, IL, United States
| | - Daniel M. Corcos
- Department of Physical Therapy and Human Movement Sciences, Northwestern University, Chicago, IL, United States
| | - Fabian J. David
- Department of Physical Therapy and Human Movement Sciences, Northwestern University, Chicago, IL, United States
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Jiang M, Liu Y, Cao Y, Liu Y, Wang J, Li P, Xia S, Lin Y, Liu W. Auxiliary diagnostic method of Parkinson's disease based on eye movement analysis in a virtual reality environment. Neurosci Lett 2024; 842:137956. [PMID: 39233045 DOI: 10.1016/j.neulet.2024.137956] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Revised: 08/12/2024] [Accepted: 08/28/2024] [Indexed: 09/06/2024]
Abstract
Eye movement dysfunction is one of the non-motor symptoms of Parkinson's disease (PD). An accurate analysis method for eye movement is an effective way to gain a deeper understanding of the nervous system function of PD patients. However, currently, there are only a few assistive methods available to help physicians conveniently and consistently assess patients suspected of having PD. To solve this problem, we proposed a novel visual behavioral analysis method using eye tracking to evaluate eye movement dysfunction in PD patients automatically. This method first provided a physician task simulation to induce PD-related eye movements in Virtual Reality (VR). Subsequently, we extracted eye movement features from recorded eye videos and applied a machine learning algorithm to establish a PD diagnostic model. Then, we collected eye movement data from 66 participants (including 22 healthy controls and 44 PD patients) in a VR environment for training and testing during visual tasks. Finally, on this relatively small dataset, the results reveal that the Support Vector Machine (SVM) algorithm has better classification potential.
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Affiliation(s)
- Maosong Jiang
- School of Information and Communication Engineering, Dalian University of Technology, Dalian, Liaoning 116024, China
| | - Yanzhi Liu
- Department of Neurology, The Second Affiliated Hospital of Dalian Medical University, Dalian, Liaoning 116024, China
| | - Yanlu Cao
- School of Information and Communication Engineering, Dalian University of Technology, Dalian, Liaoning 116024, China
| | - Yuzhu Liu
- Department of Neurology, The Second Affiliated Hospital of Dalian Medical University, Dalian, Liaoning 116024, China
| | - Jiatian Wang
- Department of Neurology, The Second Affiliated Hospital of Dalian Medical University, Dalian, Liaoning 116024, China
| | - Peixue Li
- Department of Neurology, The Second Affiliated Hospital of Dalian Medical University, Dalian, Liaoning 116024, China
| | - Shufeng Xia
- School of Information and Communication Engineering, Dalian University of Technology, Dalian, Liaoning 116024, China
| | - Yongzhong Lin
- Department of Neurology, The Second Affiliated Hospital of Dalian Medical University, Dalian, Liaoning 116024, China.
| | - Wenlong Liu
- School of Information and Communication Engineering, Dalian University of Technology, Dalian, Liaoning 116024, China.
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Kober SE, Wood G, Schuster S, Körner C. Do Miniature Eye Movements Affect Neurofeedback Training Performance? A Combined EEG-Eye Tracking Study. Appl Psychophysiol Biofeedback 2024; 49:313-327. [PMID: 38492124 PMCID: PMC11101551 DOI: 10.1007/s10484-024-09625-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/08/2024] [Indexed: 03/18/2024]
Abstract
EEG-based neurofeedback is a prominent method to modulate one's own brain activity in a desired direction. However, the EEG signal can be disturbed by artifacts, e.g., eye movements, which can consequently confound the neurofeedback performance. Involuntary miniature eye movements can be hardly detected by conventional EEG correction methods such as recording the electro-oculogram (EOG) and subtracting EOG activity from the EEG signal. However, such miniature eye movements can influence EEG activity, especially in the Gamma frequency range, enormously. In the present study, we investigated whether power in different EEG frequencies can be effectively modulated by self-control of brain signals during neurofeedback training and/or whether changes in EEG power are provoked by miniature eye movements during the training. To this end, 24 participants performed one session of SMR and one session of Gamma neurofeedback training. Additionally, in each training session sham feedback was performed. An eye tracker was used to detect miniature eye movements (< 1°) during neurofeedback training. About two thirds of the participants were able to increase their SMR power over the course of NF training, while one third was able to increase Gamma power. Generally, miniature eye movements induced a strong Gamma power increase. The number of eye movements also increased numerically over the course of the NF training. However, we did not find a significant relationship with the NF training performance. This is a first indication that miniature saccades do not affect NF training performance, but should not be neglected during NF training. Our results have to be confirmed in future studies.
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Affiliation(s)
- Silvia Erika Kober
- Department of Psychology, University of Graz, Universitaetsplatz 2/III, 8010, Graz, Austria.
- BioTechMed-Graz, Graz, Austria.
| | - Guilherme Wood
- Department of Psychology, University of Graz, Universitaetsplatz 2/III, 8010, Graz, Austria
- BioTechMed-Graz, Graz, Austria
| | - Sarah Schuster
- Department of Psychology, University of Graz, Universitaetsplatz 2/III, 8010, Graz, Austria
| | - Christof Körner
- Department of Psychology, University of Graz, Universitaetsplatz 2/III, 8010, Graz, Austria
- BioTechMed-Graz, Graz, Austria
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Sekar A, Panouillères MTN, Kaski D. Detecting Abnormal Eye Movements in Patients with Neurodegenerative Diseases - Current Insights. Eye Brain 2024; 16:3-16. [PMID: 38617403 PMCID: PMC11015840 DOI: 10.2147/eb.s384769] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Accepted: 03/23/2024] [Indexed: 04/16/2024] Open
Abstract
This review delineates the ocular motor disturbances across a spectrum of neurodegenerative disorders, including Alzheimer's Disease (AD) and related disorders (ADRD), Parkinson's Disease (PD), atypical parkinsonism, and others, leveraging advancements in eye-tracking technology for enhanced diagnostic precision. We delve into the different classes of eye movements, their clinical assessment, and specific abnormalities manifesting in these diseases, highlighting the nuanced differences and shared patterns. For instance, AD and ADRD are characterized by increased saccadic latencies and instability in fixation, while PD features saccadic hypometria and mild smooth pursuit impairments. Atypical parkinsonism, notably Progressive Supranuclear Palsy (PSP) and Corticobasal Syndrome (CBS), presents with distinct ocular motor signatures such as vertical supranuclear gaze palsy and saccadic apraxia, respectively. Our review underscores the diagnostic value of eye movement analysis in differentiating between these disorders and also posits the existence of underlying common pathological mechanisms. We discuss how eye movements have potential as biomarkers for neurodegenerative diseases but also some of the existing limitations.
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Affiliation(s)
- Akila Sekar
- SENSE Research Unit, Department of Clinical and Movement Neurosciences, UCL Queen Square Institute of Neurology, London, UK
| | - Muriel T N Panouillères
- NeuroClues, Ottignies-Louvain-la-Neuve, Belgium
- CIAMS, Université Paris-Saclay, Orsay, France
| | - Diego Kaski
- SENSE Research Unit, Department of Clinical and Movement Neurosciences, UCL Queen Square Institute of Neurology, London, UK
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Yamada Y, Shinkawa K, Kobayashi M, Nemoto M, Ota M, Nemoto K, Arai T. Distinct eye movement patterns to complex scenes in Alzheimer's disease and Lewy body disease. Front Neurosci 2024; 18:1333894. [PMID: 38646608 PMCID: PMC11026598 DOI: 10.3389/fnins.2024.1333894] [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: 11/06/2023] [Accepted: 03/22/2024] [Indexed: 04/23/2024] Open
Abstract
Background Alzheimer's disease (AD) and Lewy body disease (LBD), the two most common causes of neurodegenerative dementia with similar clinical manifestations, both show impaired visual attention and altered eye movements. However, prior studies have used structured tasks or restricted stimuli, limiting the insights into how eye movements alter and differ between AD and LBD in daily life. Objective We aimed to comprehensively characterize eye movements of AD and LBD patients on naturalistic complex scenes with broad categories of objects, which would provide a context closer to real-world free viewing, and to identify disease-specific patterns of altered eye movements. Methods We collected spontaneous viewing behaviors to 200 naturalistic complex scenes from patients with AD or LBD at the prodromal or dementia stage, as well as matched control participants. We then investigated eye movement patterns using a computational visual attention model with high-level image features of object properties and semantic information. Results Compared with matched controls, we identified two disease-specific altered patterns of eye movements: diminished visual exploration, which differentially correlates with cognitive impairment in AD and with motor impairment in LBD; and reduced gaze allocation to objects, attributed to a weaker attention bias toward high-level image features in AD and attributed to a greater image-center bias in LBD. Conclusion Our findings may help differentiate AD and LBD patients and comprehend their real-world visual behaviors to mitigate the widespread impact of impaired visual attention on daily activities.
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Affiliation(s)
- Yasunori Yamada
- Digital Health, IBM Research, Tokyo, Japan
- Department of Psychiatry, Division of Clinical Medicine, Institute of Medicine, University of Tsukuba, Tsukuba, Ibaraki, Japan
| | | | - Masatomo Kobayashi
- Digital Health, IBM Research, Tokyo, Japan
- Department of Psychiatry, Division of Clinical Medicine, Institute of Medicine, University of Tsukuba, Tsukuba, Ibaraki, Japan
| | - Miyuki Nemoto
- Department of Psychiatry, Division of Clinical Medicine, Institute of Medicine, University of Tsukuba, Tsukuba, Ibaraki, Japan
| | - Miho Ota
- Department of Psychiatry, Division of Clinical Medicine, Institute of Medicine, University of Tsukuba, Tsukuba, Ibaraki, Japan
| | - Kiyotaka Nemoto
- Department of Psychiatry, Division of Clinical Medicine, Institute of Medicine, University of Tsukuba, Tsukuba, Ibaraki, Japan
| | - Tetsuaki Arai
- Department of Psychiatry, Division of Clinical Medicine, Institute of Medicine, University of Tsukuba, Tsukuba, Ibaraki, Japan
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Antoniades CA, Spering M. Eye movements in Parkinson's disease: from neurophysiological mechanisms to diagnostic tools. Trends Neurosci 2024; 47:71-83. [PMID: 38042680 DOI: 10.1016/j.tins.2023.11.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Revised: 10/13/2023] [Accepted: 11/01/2023] [Indexed: 12/04/2023]
Abstract
Movement disorders such as Parkinson's disease (PD) impact oculomotor function - the ability to move the eyes accurately and purposefully to serve a multitude of sensory, cognitive, and secondary motor tasks. Decades of neurophysiological research in monkeys and behavioral studies in humans have characterized the neural basis of healthy oculomotor control. This review links eye movement abnormalities in persons living with PD to the underlying neurophysiological mechanisms and pathways. Building on this foundation, we highlight recent progress in using eye movements to gauge symptom severity, assess treatment effects, and serve as potential precision biomarkers. We conclude that whereas eye movements provide insights into PD mechanisms, based on current evidence they appear to lack sufficient sensitivity and specificity to serve as a standalone diagnostic tool. Their full potential may be realized when combined with other disease indicators in big datasets.
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Affiliation(s)
- Chrystalina A Antoniades
- Nuffield Department of Clinical Neurosciences, Medical Sciences Division, University of Oxford, Oxford, UK.
| | - Miriam Spering
- Department of Ophthalmology & Visual Sciences and Djavad Mowafaghian Center for Brain Health, University of British Columbia, Vancouver, Canada.
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Weng X, Liu S, Li M, Zhang Y, Zhu J, Liu C, Hu H. Differential eye movement features between Alzheimer's disease patients with and without depressive symptoms. Aging Clin Exp Res 2023; 35:2987-2996. [PMID: 37910289 DOI: 10.1007/s40520-023-02595-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Accepted: 10/14/2023] [Indexed: 11/03/2023]
Abstract
BACKGROUND Accurately diagnosing depressive symptoms in Alzheimer's disease (AD) patients is often challenging. Eye movement parameters have been demonstrated as biomarkers for assessing cognition and psychological conditions. AIM To investigate the differences in eye movement between AD patients with and without depressive symptoms. METHODS Eye movement data of 65 AD patients were compared between the depressed AD (D-AD) and non-depressed AD (nD-AD) groups. Logistic regression analysis was employed to identify diagnostic biomarkers and the ROC curve was plotted. The correlation between eye movement and HAMD-17 scores was assessed by partial correlation analysis. RESULTS The D-AD patients showed longer saccade latency and faster average/peak saccade velocities in the overlap prosaccade test, longer average reaction time and faster average saccade velocity in the gap prosaccade test, longer start-up durations, slower pursuit velocity, more offsets, and larger total offset degrees in the smooth pursuit test, and poorer fixation stability in both the central and lateral fixation tests compared to nD-AD patients. The start-up duration in the smooth pursuit test and the number of offsets in the central fixation test were identified as the diagnostic eye movement parameters for D-AD patients with the area under the ROC curves of 0.8011. Partial correlation analysis revealed that the start-up duration and pursuit velocity in the smooth pursuit test and the total offset degrees in the lateral fixation test were correlated with HAMD-17 scores in D-AD patients. DISCUSSION AND CONCLUSIONS Eye movement differences may help to differentiate D-AD patients from nD-AD patients in a non-invasive and cost-effective manner.
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Affiliation(s)
- Xiaofen Weng
- Department of Neurology, The Second Affiliated Hospital of Soochow University, 1055 San Xiang Road, Suzhou, 215004, Jiangsu, China
- Department of Geriatric Medicine, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Suzhou, Jiangsu, China
| | - Shanwen Liu
- Department of Neurology, The Second Affiliated Hospital of Soochow University, 1055 San Xiang Road, Suzhou, 215004, Jiangsu, China
| | - Meng Li
- Department of Radiology, The Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Yingchun Zhang
- Department of Ultrasonography, The Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Jiangtao Zhu
- Department of Radiology, The Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Chunfeng Liu
- Department of Neurology, The Second Affiliated Hospital of Soochow University, 1055 San Xiang Road, Suzhou, 215004, Jiangsu, China
| | - Hua Hu
- Department of Neurology, The Second Affiliated Hospital of Soochow University, 1055 San Xiang Road, Suzhou, 215004, Jiangsu, China.
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Inomata-Terada S, Fukuda H, Tokushige SI, Matsuda SI, Hamada M, Ugawa Y, Tsuji S, Terao Y. Abnormal saccade profiles in hereditary spinocerebellar degeneration reveal cerebellar contribution to visually guided saccades. Clin Neurophysiol 2023; 154:70-84. [PMID: 37572405 DOI: 10.1016/j.clinph.2023.07.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 06/17/2023] [Accepted: 07/16/2023] [Indexed: 08/14/2023]
Abstract
OBJECTIVE To study how the pathophysiology underlying hereditary spinocerebellar degeneration (spinocerebellar ataxia; SCA) with pure cerebellar manifestation evolves with disease progression using saccade recordings. METHODS We recorded visually- (VGS) and memory-guided saccade (MGS) task performance in a homogeneous population of 20 genetically proven SCA patients (12 SCA6 and eight SCA31 patients) and 19 normal controls. RESULTS For VGS but not MGS, saccade latency and amplitude were increased and more variable than those in normal subjects, which correlated with cerebellar symptom severity assessed using the International Cooperative Ataxia Rating Scale (ICARS). Parameters with significant correlations with cerebellar symptoms showed an aggravation after disease stage progression (ICARS > 50). The saccade velocity profile exhibited shortened acceleration and prolonged deceleration, which also correlated with disease progression. The main sequence relationship between saccade amplitude and peak velocity as well as saccade inhibitory control were preserved. CONCLUSIONS The cerebellum may be involved in initiating VGS, which was aggravated acutely during disease stage progression. Dysfunction associated with disease progression occurs mainly in the cerebellum and brainstem interaction but may also eventually involve cortical saccade processing. SIGNIFICANCE Saccade recording can reveal cerebellar pathophysiology underlying SCA with disease progression.
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Affiliation(s)
- Satomi Inomata-Terada
- Department of Medical Physiology, Faculty of Medicine, Kyorin University, Tokyo, Japan; Department of Neurology, Graduate School of Medicine, University of Tokyo, Japan
| | - Hideki Fukuda
- Segawa Memorial Neurological Clinic for Children, Tokyo, Japan
| | | | - Shun-Ichi Matsuda
- Department of Neurology, Graduate School of Medicine, University of Tokyo, Japan
| | - Masashi Hamada
- Department of Neurology, Graduate School of Medicine, University of Tokyo, Japan
| | - Yoshikazu Ugawa
- Department of Human Neurophysiology, Fukushima Medical University, Fukushima, Japan
| | - Shoji Tsuji
- Department of Neurology, Graduate School of Medicine, University of Tokyo, Japan
| | - Yasuo Terao
- Department of Medical Physiology, Faculty of Medicine, Kyorin University, Tokyo, Japan; Department of Neurology, Graduate School of Medicine, University of Tokyo, Japan.
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Graham L, Das J, Vitorio R, McDonald C, Walker R, Godfrey A, Morris R, Stuart S. Ocular microtremor: a structured review. Exp Brain Res 2023; 241:2191-2203. [PMID: 37632535 PMCID: PMC10471653 DOI: 10.1007/s00221-023-06691-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Accepted: 08/16/2023] [Indexed: 08/28/2023]
Abstract
Ocular microtremor (OMT) is the smallest of three involuntary fixational micro eye movements, which has led to it being under researched in comparison. The link between OMT and brain function generates a strong rationale for further study as there is potential for its use as a biomarker in populations with neurological injury and disease. This structured review focused on populations previously studied, instrumentation used for measurement, commonly reported OMT outcomes, and recommendations concerning protocol design and future studies. Current methods of quantifying OMT will be reviewed to analyze their efficacy and efficiency and guide potential development and understanding of novel techniques. Electronic databases were systematically searched and compared with predetermined inclusion criteria. 216 articles were identified in the search and screened by two reviewers. 16 articles were included for review. Findings showed that piezoelectric probe is the most common method of measuring OMT, with fewer studies involving non-invasive approaches, such as contact lenses and laser imaging. OMT frequency was seen to be reduced during general anesthesia at loss of consciousness and in neurologically impaired participants when compared to healthy adults. We identified the need for a non-invasive technique for measuring OMT and highlight its potential in clinical applications as an objective biomarker for neurological assessments. We highlight the need for further research on the clinical validation of OMT to establish its potential to identify or predict a meaningful clinical or functional state, specifically, regarding accuracy, precision, and reliability of OMT.
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Affiliation(s)
- Lisa Graham
- Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon Tyne, UK
- Gateshead Health NHS Foundation Trust, Gateshead, UK
| | - Julia Das
- Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon Tyne, UK
- Northumbria Healthcare NHS Foundation Trust, North Shields, UK
| | - Rodrigo Vitorio
- Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon Tyne, UK
| | | | - Richard Walker
- Northumbria Healthcare NHS Foundation Trust, North Shields, UK
| | - Alan Godfrey
- Department of Computer and Information Science, Northumbria University, Newcastle upon Tyne, UK
| | - Rosie Morris
- Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon Tyne, UK
- Northumbria Healthcare NHS Foundation Trust, North Shields, UK
| | - Samuel Stuart
- Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon Tyne, UK.
- Northumbria Healthcare NHS Foundation Trust, North Shields, UK.
- Department of Neurology, Oregon Health & Science University, Portland, OR, USA.
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Terao Y, Tokushige SI, Inomata-Terada S, Miyazaki T, Kotsuki N, Fisicaro F, Ugawa Y. How do patients with Parkinson's disease and cerebellar ataxia read aloud? -Eye-voice coordination in text reading. Front Neurosci 2023; 17:1202404. [PMID: 37638315 PMCID: PMC10452879 DOI: 10.3389/fnins.2023.1202404] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2023] [Accepted: 07/18/2023] [Indexed: 08/29/2023] Open
Abstract
Background The coordination between gaze and voice is closely linked when reading text aloud, with the gaze leading the reading position by a certain eye-voice lead (EVL). How this coordination is affected is unknown in patients with cerebellar ataxia and parkinsonism, who show oculomotor deficits possibly impacting coordination between different effectors. Objective To elucidate the role of the cerebellum and basal ganglia in eye-voice coordination during reading aloud, by studying patients with Parkinson's disease (PD) and spinocerebellar degeneration (SCD). Methods Participants were sixteen SCD patients, 18 PD patients, and 30 age-matched normal subjects, all native Japanese speakers without cognitive impairment. Subjects read aloud Japanese texts of varying readability displayed on a monitor in front of their eyes, consisting of Chinese characters and hiragana (Japanese phonograms). The gaze and voice reading the text was simultaneously recorded by video-oculography and a microphone. A custom program synchronized and aligned the gaze and audio data in time. Results Reading speed was significantly reduced in SCD patients (3.53 ± 1.81 letters/s), requiring frequent regressions to compensate for the slow reading speed. In contrast, PD patients read at a comparable speed to normal subjects (4.79 ± 3.13 letters/s vs. 4.71 ± 2.38 letters/s). The gaze scanning speed, excluding regressive saccades, was slower in PD patients (9.64 ± 4.26 letters/s) compared to both normal subjects (12.55 ± 5.42 letters/s) and SCD patients (10.81 ± 4.52 letters/s). PD patients' gaze could not far exceed that of the reading speed, with smaller allowance for the gaze to proceed ahead of the reading position. Spatial EVL was similar across the three groups for all texts (normal: 2.95 ± 1.17 letters/s, PD: 2.95 ± 1.51 letters/s, SCD: 3.21 ± 1.35 letters/s). The ratio of gaze duration to temporal EVL was lowest for SCD patients (normal: 0.73 ± 0.50, PD: 0.70 ± 0.37, SCD: 0.40 ± 0.15). Conclusion Although coordination between voice and eye movements and normal eye-voice span was observed in both PD and SCD, SCD patients made frequent regressions to manage the slowed vocal output, restricting the ability for advance processing of text ahead of the gaze. In contrast, PD patients experience restricted reading speed primarily due to slowed scanning, limiting their maximum reading speed but effectively utilizing advance processing of upcoming text.
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Affiliation(s)
- Yasuo Terao
- Department of Neurology, Graduate School of Medicine, University of Tokyo, Tokyo, Japan
- Department of Medical Physiology, Kyorin University, Mitaka, Japan
| | - Shin-ichi Tokushige
- Department of Neurology, Graduate School of Medicine, University of Tokyo, Tokyo, Japan
- Department of Neurology, Kyorin University, Mitaka, Japan
| | - Satomi Inomata-Terada
- Department of Neurology, Graduate School of Medicine, University of Tokyo, Tokyo, Japan
- Department of Medical Physiology, Kyorin University, Mitaka, Japan
| | - Tai Miyazaki
- Department of Neurology, Kyorin University, Mitaka, Japan
| | - Naoki Kotsuki
- Department of Neurology, Kyorin University, Mitaka, Japan
| | - Francesco Fisicaro
- Department of Human Neurophysiology, Fukushima Medical University, Fukushima, Japan
| | - Yoshikazu Ugawa
- Department of Human Neurophysiology, Fukushima Medical University, Fukushima, Japan
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12
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de Villers-Sidani É, Voss P, Guitton D, Cisneros-Franco JM, Koch NA, Ducharme S. A novel tablet-based software for the acquisition and analysis of gaze and eye movement parameters: a preliminary validation study in Parkinson's disease. Front Neurol 2023; 14:1204733. [PMID: 37396780 PMCID: PMC10310943 DOI: 10.3389/fneur.2023.1204733] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Accepted: 05/25/2023] [Indexed: 07/04/2023] Open
Abstract
The idea that eye movements can reflect certain aspects of brain function and inform on the presence of neurodegeneration is not a new one. Indeed, a growing body of research has shown that several neurodegenerative disorders, such as Alzheimer's and Parkinson's Disease, present characteristic eye movement anomalies and that specific gaze and eye movement parameters correlate with disease severity. The use of detailed eye movement recordings in research and clinical settings, however, has been limited due to the expensive nature and limited scalability of the required equipment. Here we test a novel technology that can track and measure eye movement parameters using the embedded camera of a mobile tablet. We show that using this technology can replicate several well-known findings regarding oculomotor anomalies in Parkinson's disease (PD), and furthermore show that several parameters significantly correlate with disease severity as assessed with the MDS-UPDRS motor subscale. A logistic regression classifier was able to accurately distinguish PD patients from healthy controls on the basis of six eye movement parameters with a sensitivity of 0.93 and specificity of 0.86. This tablet-based tool has the potential to accelerate eye movement research via affordable and scalable eye-tracking and aid with the identification of disease status and monitoring of disease progression in clinical settings.
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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
| | - Daniel Guitton
- 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
| | - Nils A. Koch
- Innodem Neurosciences, Montreal, QC, Canada
- Integrated Program in Neuroscience, McGill University, Montreal, QC, Canada
| | - Simon Ducharme
- Montreal Neurological Institute, McGill University, Montreal, QC, Canada
- Douglas Mental Health University Institute, Montreal, QC, Canada
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Schröter N, van Eimeren T, Classen J, Levin J, Redecker C, Wolz M, Tönges L. Significance of clinical symptoms and red flags in early differential diagnosis of Parkinson's disease and atypical Parkinsonian syndromes. J Neural Transm (Vienna) 2023; 130:839-846. [PMID: 37046147 PMCID: PMC10199882 DOI: 10.1007/s00702-023-02634-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Accepted: 04/05/2023] [Indexed: 04/14/2023]
Abstract
The clinical presentation of Parkinson's disease and atypical Parkinsonian syndromes is often heterogeneous. Additional diagnostic procedures including brain imaging and biomarker analyses can help to appreciate the various syndromes, but a precise clinical evaluation and differentiation is always necessary. To better assess the relevance of distinct clinical symptoms that arose within 1 year of disease manifestation and evaluate their indicative potential for an atypical Parkinsonian syndrome, we conducted a modified Delphi panel with seven movement disorder specialists. Five different topics with several clinical symptom items were discussed and consensus criteria were tested. This resulted in distinct symptom patterns for each atypical Parkinsonian syndrome showing the multitude of clinical involvement in each neurodegenerative disease. Strongly discriminating clinical signs were few and levels of indication were variable. A prospective validation of the assessments made is needed. This demonstrates that both clinical evaluation and elaborate additional diagnostic procedures are needed to achieve a high diagnostic standard.
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Affiliation(s)
- Nils Schröter
- Department of Neurology and Clinical Neuroscience, Faculty of Medicine, Medical Center-University of Freiburg, University of Freiburg, Breisacher Str. 64, 79106, Freiburg, Germany.
| | - Thilo van Eimeren
- Department of Neurology, Faculty of Medicine, University of Cologne, Cologne, Germany
| | - Joseph Classen
- Department of Neurology, University of Leipzig, Leipzig, Germany
| | - Johannes Levin
- Department of Neurology, University Hospital, Ludwig-Maximilians-Universität München, Munich, Germany
- German Center for Neurodegenerative Diseases, Site Munich, Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | | | - Martin Wolz
- Department of Neurology, Elblandklinikum Meißen, Meissen, Germany
| | - Lars Tönges
- Department of Neurology, St. Josef-Hospital, Ruhr-University Bochum, Bochum, Germany
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14
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Greene HH, Diwadkar VA, Brown JM. Regularities in vertical saccadic metrics: new insights, and future perspectives. Front Psychol 2023; 14:1157686. [PMID: 37251031 PMCID: PMC10213562 DOI: 10.3389/fpsyg.2023.1157686] [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: 02/02/2023] [Accepted: 04/11/2023] [Indexed: 05/31/2023] Open
Abstract
Introduction Asymmetries in processing by the healthy brain demonstrate regularities that facilitate the modeling of brain operations. The goal of the present study was to determine asymmetries in saccadic metrics during visual exploration, devoid of confounding clutter in the visual field. Methods Twenty healthy adults searched for a small, low-contrast gaze-contingent target on a blank computer screen. The target was visible, only if eye fixation was within a 5 deg. by 5 deg. area of the target's location. Results Replicating previously-reported asymmetries, repeated measures contrast analyses indicated that up-directed saccades were executed earlier, were smaller in amplitude, and had greater probability than down-directed saccades. Given that saccade velocities are confounded by saccade amplitudes, it was also useful to investigate saccade kinematics of visual exploration, as a function of vertical saccade direction. Saccade kinematics were modeled for each participant, as a square root relationship between average saccade velocity (i.e., average velocity between launching and landing of a saccade) and corresponding saccade amplitude (Velocity = S*[Saccade Amplitude]0.5). A comparison of the vertical scaling parameter (S) for up- and down-directed saccades showed that up-directed saccades tended to be slower than down-directed ones. Discussion To motivate future research, an ecological theory of asymmetric pre-saccadic inhibition was presented to explain the collection of vertical saccadic regularities. For example, given that the theory proposes strong inhibition for the releasing of reflexive down-directed prosaccades (cued by an attracting peripheral target below eye fixation), and weak inhibition for the releasing of up-directed prosaccades (cued by an attracting peripheral target above eye fixation), a prediction for future studies is longer reaction times for vertical anti-saccade cues above eye fixation. Finally, the present study with healthy individuals demonstrates a rationale for further study of vertical saccades in psychiatric disorders, as bio-markers for brain pathology.
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Affiliation(s)
- Harold H. Greene
- Department of Psychology, University of Detroit Mercy, Detroit, MI, United States
| | - Vaibhav A. Diwadkar
- Department of Psychiatry and Behavioral Neurosciences, Brain Imaging Research Division, Wayne State University, Detroit, MI, United States
| | - James M. Brown
- Department of Psychology, University of Georgia, Athens, GA, United States
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15
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Imaoka Y, Flury A, Hauri L, de Bruin ED. Effects of different virtual reality technology driven dual-tasking paradigms on posture and saccadic eye movements in healthy older adults. Sci Rep 2022; 12:18059. [PMID: 36302813 PMCID: PMC9613688 DOI: 10.1038/s41598-022-21346-6] [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: 06/09/2021] [Accepted: 09/26/2022] [Indexed: 01/24/2023] Open
Abstract
Postural sway and eye movements are potential biomarkers for dementia screening. Assessing the two movements comprehensively could improve the understanding of complicated syndrome for more accurate screening. The purpose of this research is to evaluate the effects of comprehensive assessment in healthy older adults (OA), using a novel concurrent comprehensive assessment system consisting of stabilometer and virtual reality headset. 20 healthy OA (70.4 ± 4.9 years) were recruited. Using a cross-sectional study design, this study investigated the effects of various dual-tasking paradigms with integrated tasks of visuospatial memory (VM), spatial orientation (SO), and visual challenge on posture and saccades. Dual-task paradigms with VM and SO affected the saccadic eye movements significantly. Two highly intensive tests of anti-saccade with VM task and pro-saccade with SO task also influenced postural sway significantly. Strong associations were seen between postural sway and eye movements for the conditions where the two movements theoretically shared common neural pathways in the brain, and vice versa. This study suggests that assessing posture and saccades with the integrated tasks comprehensively and simultaneously could be useful to explain different functions of the brain. The results warrant a cross-sectional study in OA with and without dementia to explore differences between these groups.
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Affiliation(s)
- Yu Imaoka
- grid.5801.c0000 0001 2156 2780Motor Control and Learning Laboratory, Institute of Human Movement Sciences and Sport, Department of Health Sciences and Technology, ETH Zurich, 8093 Zurich, Switzerland
| | - Andri Flury
- grid.5801.c0000 0001 2156 2780Motor Control and Learning Laboratory, Institute of Human Movement Sciences and Sport, Department of Health Sciences and Technology, ETH Zurich, 8093 Zurich, Switzerland
| | - Laura Hauri
- grid.5801.c0000 0001 2156 2780Motor Control and Learning Laboratory, Institute of Human Movement Sciences and Sport, Department of Health Sciences and Technology, ETH Zurich, 8093 Zurich, Switzerland
| | - Eling D. de Bruin
- grid.5801.c0000 0001 2156 2780Motor Control and Learning Laboratory, Institute of Human Movement Sciences and Sport, Department of Health Sciences and Technology, ETH Zurich, 8093 Zurich, Switzerland ,grid.4714.60000 0004 1937 0626Division of Physiotherapy, Department of Neurobiology, Care Sciences and Society, Karolinska Institute, 141 83 Stockholm, Sweden ,grid.510272.3School of Health Professions, Eastern Switzerland University of Applied Sciences, 9001 St. Gallen, Switzerland
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16
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Visual tracking at 4 months in preterm infants predicts 6.5-year cognition and attention. Pediatr Res 2022; 92:1082-1089. [PMID: 34949760 DOI: 10.1038/s41390-021-01895-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Revised: 11/19/2021] [Accepted: 11/24/2021] [Indexed: 11/08/2022]
Abstract
BACKGROUND Visual tracking of moving objects requires sustained attention and prediction of the object's trajectory. We tested the hypothesis that measures of eye-head tracking of moving objects are associated to long-term neurodevelopment in very preterm infants. METHODS Visual tracking performance was assessed at 4 month's corrected age in 57 infants with gestational age <32 weeks. An object moved in front of the infant with sinusoidal or triangular (i.e. abrupt) turns of the direction. Gaze gain, smooth pursuit gain, and timing of gaze to object motion were analyzed. At 6.5 years the Wechsler Intelligence Scale for Children (WISC-IV), the Brown Attention Deficit Disorder (Brown ADD), and visual examination were performed. RESULTS Gaze gain and smooth pursuit gain at 4 months were strongly related to all WISC-IV parameters at 6.5 years. Gaze gain for the triangular and sinusoidal motion patterns related similarly to the cognitive scores. For the sinusoidal motion pattern, timing related to most Brown ADD parameters. There were no statistically significant differences in associations dependent on motion pattern. Visual function did not influence the results. CONCLUSION The ability to attend to and smoothly track a moving object in infancy is an early marker of cognition and attention at 6.5 years. IMPACT Potential long-term implications of infant visual tracking of moving objects for school-age neurodevelopment has not been previously studied in very preterm infants. Early coordination of eye and head movements in gaze gain, smooth pursuit, and timing of gaze to object motion are closely associated with cognition and attention at 6.5 years. As related functions at 6.5 years include perceptual and verbal skills, working memory, processing speed and attention, predictive elements in gaze tracking of moving objects might be a suitable target for future intervention studies.
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17
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Eye movement abnormalities in neurodegenerative langerhans cell histiocytosis. Neurol Sci 2022; 43:6539-6546. [DOI: 10.1007/s10072-022-06180-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Accepted: 05/25/2022] [Indexed: 10/17/2022]
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18
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Archana R, Rajalakshmi T, Vijay Sai P. Non-invasive technique to detect diabetic retinopathy based on Electrooculography signal using machine learning classifiers. Proc Inst Mech Eng H 2022; 236:882-895. [DOI: 10.1177/09544119221085422] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Single-channel Electrooculogram (EOG) is proposed for detecting diabetic retinopathy. The Corneal-retinal potential of the eyes plays a vital role in the acquisition of Electrooculography. Diabetes is the most prevalent disease and for one out of three people with diabetes above 40 years, diabetic retinopathy occurs. It is necessary for the early detection of diabetic retinopathy as it is one of the primary reasons for blindness in the population. The potential difference between cornea and retina leads to the acquisition of EOG signal. The proposed study aims to design a low-cost miniaturized hardware circuit to obtain EOG signal using second order filters without compromising in accuracy of the outcome signal and to classify the signal into normal and diabetic retinopathy subjects by extracting the statistical features like kurtosis, mean, median absolute deviation, standard deviation, and range from software filtered EOG signal. Among the classifiers used, Support vector machine (SVM) shows a higher accuracy of 93.33%. The sensitivity, specificity and Area Under Curve (AUC) values of SVM are 96.43%, 90.625%, 0.93% is considered as more favorable outcome for the proposed method and it supports the developed prototype and processing methodology. The novelty of the research is based on proposing and exploring a non-invasive methodology for Diabetic retinopathy diagnosis based on EOG signal. Thus, the designed hardware is simple in operation and cost effective, provides an affordable and non-invasive diagnostic tool for diabetic retinopathy patients
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Affiliation(s)
- R Archana
- Department of Biomedical Engineering, SRMIST, Kattankulathur, Tamil Nadu, India
| | - T Rajalakshmi
- Department of Electronics and Communication Engineering, SRMIST, Kattankulathur, Tamil Nadu, India
| | - P Vijay Sai
- Department of Biomedical Engineering, SRMIST, Kattankulathur, Tamil Nadu, India
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Kassavetis P, Kaski D, Anderson T, Hallett M. Eye Movement Disorders in Movement Disorders. Mov Disord Clin Pract 2022; 9:284-295. [PMID: 35402641 PMCID: PMC8974874 DOI: 10.1002/mdc3.13413] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Revised: 11/24/2021] [Accepted: 12/03/2021] [Indexed: 11/05/2022] Open
Abstract
Oculomotor assessment is an essential element of the neurological clinical examination and is particularly important when evaluating patients with movements disorders. Most of the brain is involved in oculomotor control, and thus many neurological conditions present with oculomotor abnormalities. Each of the different classes of eye movements and their features can provide important information that can facilitate differential diagnosis. This educational review presents a clinical approach to eye movement abnormalities that are commonly seen in parkinsonism, ataxia, dystonia, myoclonus, tremor, and chorea. In parkinsonism, subtle signs such as prominent square wave jerks, impaired vertical optokinetic nystagmus, and/or the "round the houses" sign suggest early progressive supranuclear gaze palsy before vertical gaze is restricted. In ataxia, nystagmus is common, but other findings such as oculomotor apraxia, supranuclear gaze palsy, impaired fixation, or saccadic pursuit can contribute to diagnoses such as ataxia with oculomotor apraxia, Niemann-Pick type C, or ataxia telangiectasia. Opsoclonus myoclonus and oculopalatal myoclonus present with characteristic phenomenology and are usually easy to identify. The oculomotor exam is usually unremarkable in isolated dystonia, but oculogyric crisis is a medical emergency and should be recognized and treated in a timely manner. Gaze impersistence in a patient with chorea suggests Huntington's disease, but in a patient with dystonia or tremor, Wilson's disease is more likely. Finally, functional eye movements can reinforce the clinical impression of a functional movement disorder.
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Affiliation(s)
- Panagiotis Kassavetis
- National Institute of Neurological Disorders and Stroke, National Institutes of HealthBethesdaMarylandUSA
- Department of NeurologyUniversity of UtahSalt Lake CityUtahUSA
| | - Diego Kaski
- Centre for Vestibular and Behavioural Neurosciences, Department of Clinical and Movement NeurosciencesUniversity College London, Institute of NeurologyLondonUK
| | - Tim Anderson
- New Zealand Brain Research InstituteChristchurchNew Zealand
- Department of MedicineUniversity of OtagoChristchurchNew Zealand
| | - Mark Hallett
- National Institute of Neurological Disorders and Stroke, National Institutes of HealthBethesdaMarylandUSA
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20
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Implementing New Technologies to Improve Visual-Spatial Functions in Patients with Impaired Consciousness. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19053081. [PMID: 35270773 PMCID: PMC8910167 DOI: 10.3390/ijerph19053081] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Revised: 03/02/2022] [Accepted: 03/03/2022] [Indexed: 01/13/2023]
Abstract
The quality of life of patients with severe brain damage is compromised by, e.g., impaired cognitive functions and ocular dysfunction. The paper contains research findings regarding participants of an oculomotor training course aimed at the therapy of visual-spatial functions. Five male patients with brain damage who did not communicate, verbally or motorically, participated in the study. Over a six-week period, the subjects solved tasks associated with recognising objects, size perception, colour perception, perception of object structures (letters), perception of object structures (objects), detecting differences between images and assembling image components into the complete image with the use of an eye tracker. The findings present evidence of oculomotor training effectiveness based on a longer duration of the work with the eye tracker and improved visual-spatial functions.
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21
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Novel FPGA-Based Visual Stimulation Method for Eye Movement Analysis. ELECTRONICS 2022. [DOI: 10.3390/electronics11030303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Several studies have demonstrated that irregularities in eye movements represent an important indicator to diagnose diseases affecting the central nervous system. In fact, abnormal horizontal and vertical eye movements play an important role in measuring the progress of neurodegenerative diseases. Electro-oculography (EOG) is a widespread technique that monitors the horizontal and vertical eye movements in response to a visual stimulation pattern. These visual stimuli require stimulus-response synchronization, low latency, and a real-time response. In this work, a novel system based on a Field-Programmable Gate Array (FPGA) is designed to address hundreds of LEDs for the generation of multiple visual stimulus signals and for EOG acquisition. Our evaluation demonstrates that the proposed system enhances the accuracy of the signals generated, showing excellent results in the stimulus-response synchronism and quality of the stimuli waveform.
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22
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Callahan-Flintoft C, Barentine C, Touryan J, Ries AJ. A Case for Studying Naturalistic Eye and Head Movements in Virtual Environments. Front Psychol 2022; 12:650693. [PMID: 35035362 PMCID: PMC8759101 DOI: 10.3389/fpsyg.2021.650693] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Accepted: 11/10/2021] [Indexed: 12/03/2022] Open
Abstract
Using head mounted displays (HMDs) in conjunction with virtual reality (VR), vision researchers are able to capture more naturalistic vision in an experimentally controlled setting. Namely, eye movements can be accurately tracked as they occur in concert with head movements as subjects navigate virtual environments. A benefit of this approach is that, unlike other mobile eye tracking (ET) set-ups in unconstrained settings, the experimenter has precise control over the location and timing of stimulus presentation, making it easier to compare findings between HMD studies and those that use monitor displays, which account for the bulk of previous work in eye movement research and vision sciences more generally. Here, a visual discrimination paradigm is presented as a proof of concept to demonstrate the applicability of collecting eye and head tracking data from an HMD in VR for vision research. The current work’s contribution is 3-fold: firstly, results demonstrating both the strengths and the weaknesses of recording and classifying eye and head tracking data in VR, secondly, a highly flexible graphical user interface (GUI) used to generate the current experiment, is offered to lower the software development start-up cost of future researchers transitioning to a VR space, and finally, the dataset analyzed here of behavioral, eye and head tracking data synchronized with environmental variables from a task specifically designed to elicit a variety of eye and head movements could be an asset in testing future eye movement classification algorithms.
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Affiliation(s)
- Chloe Callahan-Flintoft
- Humans in Complex System Directorate, United States Army Research Laboratory, Adelphi, MD, United States
| | - Christian Barentine
- Warfighter Effectiveness Research Center, United States Air Force Academy, Colorado Springs, CO, United States
| | - Jonathan Touryan
- Humans in Complex System Directorate, United States Army Research Laboratory, Adelphi, MD, United States
| | - Anthony J Ries
- Humans in Complex System Directorate, United States Army Research Laboratory, Adelphi, MD, United States.,Warfighter Effectiveness Research Center, United States Air Force Academy, Colorado Springs, CO, United States
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23
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Hall DA, Leehey MA, Hagerman RJ, Pelak VS. Eye Movements in Fragile X-Associated Tremor/Ataxia Syndrome. J Neuroophthalmol 2021; 41:e661-e664. [PMID: 33110011 DOI: 10.1097/wno.0000000000001082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Fragile X-associated tremor/ataxia syndrome (FXTAS) is a neurodegenerative disorder characterized by ataxia, tremor, and parkinsonism. Eye motility abnormalities on the clinical examination of FXTAS patients have not been formally studied. METHODS A case-control study with fragile X gene mutation carriers with and without FXTAS and normal controls was conducted and included a videotaping of ocular items of the International Cooperative Ataxia Rating Scale (ICARS). A neuro-ophthalmologist blinded to gene status rated nystagmus, ocular pursuit, and saccades. RESULTS Forty-four cases and controls were recruited, with an average age of 55.2 years (±7.4) and 57% women. Gaze-evoked nystagmus was increased in fragile X gene carriers (odds ratio 1.44, 95% confidence interval: 0.33-7.36) but was not statistically significant. There was no difference in ocular pursuit nor saccade dysmetria between cases and controls. CONCLUSION The results show that clinical examination findings of ocular abnormalities, using the ICARS oculomotor disorders movement subscale, are not more common in FXTAS or FMR1 premutation carriers than normal controls on examination in the clinic. Examining a larger cohort of patients with FXTAS would be an ideal next step.
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Affiliation(s)
- Deborah A Hall
- Department of Neurological Sciences (DAH), Rush University, Chicago, Illinois; Department of Neurology (MAL, VSP), University of Colorado School of Medicine, Aurora, Colorado; and MIND Institute (RJH), University of California Davis, Sacramento, California
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24
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A Stochastic Optimal Control Model with Internal Feedback and Velocity Tracking for Saccadic Eye Movements. Biomed Signal Process Control 2021. [DOI: 10.1016/j.bspc.2021.102679] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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25
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Carbone F, Ellmerer P, Ritter M, Spielberger S, Mahlknecht P, Hametner E, Hussl A, Hotter A, Granata R, Seppi K, Boesch S, Poewe W, Djamshidian A. Impaired Inhibitory Control of Saccadic Eye Movements in Cervical Dystonia: An Eye-Tracking Study. Mov Disord 2021; 36:1246-1250. [PMID: 33416199 PMCID: PMC8247854 DOI: 10.1002/mds.28486] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Revised: 11/24/2020] [Accepted: 12/16/2020] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND The pathophysiology of cervical dystonia is still unclear. Recent evidence points toward a network disorder affecting several brain areas. The objective of this study was to assess the saccadic inhibition as a marker of corticostriatal function in cervical dystonia. METHODS We recruited 31 cervical dystonia patients and 17 matched healthy controls. Subjects performed an overlap prosaccade, an antisaccade, and a countermanding task on an eye tracker to assess automatic visual response and response inhibition. RESULTS Cervical dystonia patients made more premature saccades (P = 0.041) in the overlap prosaccade task and more directional errors in the antisaccade task (P = 0.011) and had a higher rate of failed inhibition in the countermanding task (P = 0.001). CONCLUSIONS The results suggest altered saccadic inhibition in cervical dystonia, possibly as a consequence of dysfunctional corticostriatal networks. Further studies are warranted to confirm whether these abnormalities are affected by the available therapies and whether this type of impairment is found in other focal dystonias. © 2021 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.
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Affiliation(s)
- Federico Carbone
- Department of NeurologyMedical University InnsbruckInnsbruckAustria
| | - Philipp Ellmerer
- Department of NeurologyMedical University InnsbruckInnsbruckAustria
| | - Marcel Ritter
- Interactive Graphics and Simulation GroupUniversity of InnsbruckInnsbruckAustria
| | | | | | - Eva Hametner
- Department of NeurologyMedical University InnsbruckInnsbruckAustria
| | - Anna Hussl
- Department of NeurologyMedical University InnsbruckInnsbruckAustria
| | - Anna Hotter
- Department of NeurologyMedical University InnsbruckInnsbruckAustria
| | - Roberta Granata
- Department of NeurologyMedical University InnsbruckInnsbruckAustria
| | - Klaus Seppi
- Department of NeurologyMedical University InnsbruckInnsbruckAustria
| | - Sylvia Boesch
- Department of NeurologyMedical University InnsbruckInnsbruckAustria
| | - Werner Poewe
- Department of NeurologyMedical University InnsbruckInnsbruckAustria
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Hawkins KE, Rey-Martinez J, Chiarovano E, Paul SS, Valldeperes A, MacDougall HG, Curthoys IS. Suppression head impulse test paradigm (SHIMP) characteristics in people with Parkinson's disease compared to healthy controls. Exp Brain Res 2021; 239:1853-1862. [PMID: 33846841 DOI: 10.1007/s00221-021-06107-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Accepted: 04/02/2021] [Indexed: 11/24/2022]
Abstract
The suppression head impulse test paradigm (SHIMP) is a newly described indicator of vestibular function which yields two measures: vestibulo-ocular reflex (VOR) gain and a saccadic response. It is an alternative and complementary test to the head impulse test paradigm (HIMP). Parkinson's disease (PD) has known saccadic and central vestibular pathway dysfunction. This paper is the first description of SHIMP VOR gain and saccade characteristic in this population. This prospective observational study measured the SHIMP VOR gain and saccade characteristics in 39 participants with idiopathic PD and compared this to 40 healthy controls (HC). The effect of group, demographic variables and SHIMP characteristics were evaluated. SHIMP VOR gains were not significantly different between groups (p = 0.10). Compared to HC, the PD group mean SHIMP peak saccade velocity was significantly reduced by an average of 77.07°/sec (p < 0.001), and SHIMP saccade response latency was longer, with an average delay of 23.5 ms (p = 0.003). SHIMP saccade peak velocity was also associated with both head impulse velocity (p = 0.002) and SHIMP VOR gain (p = 0.004) variables, but there was no significant influence of these variables when SHIMP saccade peak velocity was considered as a predictor of PD (p = 0.52-0.91). VOR gains were unaffected by PD. PD-specific saccadic dysfunction, namely reduced peak saccade velocities and prolonged response latencies, were observed in the SHIMP-induced saccade responses. VOR gain using slow phase eye velocity is preferred as the indicator of vestibular function in the SHIMPs paradigm as non-vestibular factors affected saccade peak velocity.
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Affiliation(s)
- Kim E Hawkins
- Vestibular Research Laboratory, School of Psychology, Faculty of Science, University of Sydney, Sydney, Australia.
| | - Jorge Rey-Martinez
- Neurotology Unit, ENT department, Hospital Universitario Donostia, Donostia-San Sebastián, Spain
| | - Elodie Chiarovano
- Sydney Human Factors Research, School of Psychology, Faculty of Science, University of Sydney, Sydney, Australia
| | - Serene S Paul
- Discipline of Physiotherapy, Sydney School of Health Sciences, Faculty of Medicine and Health, University of Sydney, Sydney, Australia
| | - Ariadna Valldeperes
- Neurotology Unit, ENT department, Hospital Universitario Donostia, Donostia-San Sebastián, Spain
| | - Hamish G MacDougall
- Sydney Human Factors Research, School of Psychology, Faculty of Science, University of Sydney, Sydney, Australia
| | - Ian S Curthoys
- Vestibular Research Laboratory, School of Psychology, Faculty of Science, University of Sydney, Sydney, Australia
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Deciphering the saccade velocity profile of progressive supranuclear palsy: A sign of latent cerebellar/brainstem dysfunction? Clin Neurophysiol 2021; 141:147-159. [PMID: 33632587 DOI: 10.1016/j.clinph.2020.12.023] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Revised: 12/02/2020] [Accepted: 12/05/2020] [Indexed: 01/07/2023]
Abstract
OBJECTIVE To study whether the velocity profile of horizontal saccades could be used as an indicator of brainstem and cerebellar output dysfunction, depending on progressive supranuclear palsy (PSP) subtype. METHODS We compared the velocity profiles in 32 PSP patients of various subtypes with 38 age-matched normal subjects, including Richardson syndrome (RS), PSP-parkinsonism (PSPp), and pure akinesia (PAGF), and cerebellar subtypes of PSP (PSPc). RESULTS PSP patients showed reduced peak velocity along with increased duration, especially in the deceleration phase. This alteration was more prominent for larger target eccentricities (20-30 degrees), and correlated with disease severity. The changes were most pronounced in PSPc patients, with irregular increases and decreases in velocity profile, followed by RS patients, whereas the change was smaller in PSPp and normal in PAGF patients. CONCLUSIONS Saccade velocity profile can be an indicator of brainstem and/or cerebellar output. Altered velocity profile of PSP patients may reflect the pathology in the brainstem, but may also reflect cerebellar dysfunction, most prominently in PSPc. SIGNIFICANCE Saccade velocity profile may be used as an indicator of latent cerebellar/brainstem dysfunction.
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28
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Okada KI, Takahira M, Mano T, Uga T, Konaka K, Hosomi K, Saitoh Y. Concomitant improvement in anti-saccade success rate and postural instability gait difficulty after rTMS treatment for Parkinson's disease. Sci Rep 2021; 11:2472. [PMID: 33510266 PMCID: PMC7844238 DOI: 10.1038/s41598-021-81795-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Accepted: 01/05/2021] [Indexed: 12/13/2022] Open
Abstract
Parkinson’s disease (PD) is a progressive neurological disorder characterised by motor and non-motor deficits. Repetitive transcranial magnetic stimulation (rTMS) over the bilateral primary motor cortex at a high frequency (5 Hz or higher) is reported to be a potential treatment of PD. We aimed to assess the effect of rTMS on eye movement control in patients with PD in their ‘on’ state. We enrolled 14 patients with PD and assessed motor symptoms (Movement Disorder Society-Sponsored Unified Parkinson’s Disease Rating Scale; MDS-UPDRS) and eye movement performances (visually guided saccades, volitional anti-saccades, and small involuntary saccades during fixation) at baseline and after administering bilateral 10 Hz rTMS on leg region of the motor cortex. We confirmed that rTMS improved the MDS-UPDRS motor scores and found that rTMS improved the anti-saccade success rate, which requires adequate inhibition of the reflexive response. The improvement in anti-saccade success rate was correlated with that of the postural instability gait difficulty (PIGD) sub-scores of MDS-UPDRS and lower baseline Japanese version of the Montreal Cognitive Assessment scores. This result is consistent with previous findings that PIGD and inhibitory control deficits share common brain dysfunctions in PD. rTMS may alleviate dysfunctions of that circuit and have a clinical effect.
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Affiliation(s)
- Ken-Ichi Okada
- Graduate School of Frontier Biosciences, Osaka University, 1-3 Yamadaoka, Suita, 565-0871, Japan.,Center for Information and Neural Networks (CiNet), National Institute of Information and Communications Technology, and Osaka University, 1-4 Yamadaoka, Suita, 565-0871, Japan.,Department of Physiology, Hokkaido University School of Medicine, Sapporo, 060-8638, Japan
| | - Mizuki Takahira
- Graduate School of Frontier Biosciences, Osaka University, 1-3 Yamadaoka, Suita, 565-0871, Japan
| | - Tomoo Mano
- Department of Neuromodulation and Neurosurgery, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, 565-0871, Japan.,Department of Neurology, Nara Medical University, 840 Shijo-Cho, Kashihara, 634-8521, Japan
| | - Taichi Uga
- Graduate School of Frontier Biosciences, Osaka University, 1-3 Yamadaoka, Suita, 565-0871, Japan
| | - Kuni Konaka
- Department of Physical Therapy, Faculty of Health Science, Osaka Yukioka College of Health Science, 1-1-41 Soujiji, Ibaraki, 567-0801, Japan
| | - Koichi Hosomi
- Department of Neuromodulation and Neurosurgery, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, 565-0871, Japan.,Department of Neurosurgery, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, 565-0871, Japan
| | - Youichi Saitoh
- Department of Neuromodulation and Neurosurgery, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, 565-0871, Japan. .,Department of Neurosurgery, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, 565-0871, Japan.
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Tokushige SI, Matsuda S, Inomata-Terada S, Hamada M, Ugawa Y, Tsuji S, Terao Y. Premature saccades: A detailed physiological analysis. Clin Neurophysiol 2020; 132:63-76. [PMID: 33254099 DOI: 10.1016/j.clinph.2020.09.026] [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: 04/10/2020] [Revised: 08/04/2020] [Accepted: 09/07/2020] [Indexed: 10/23/2022]
Abstract
OBJECTIVE Premature saccades (PSs) are those made with latencies too short for the direction and amplitude to be specifically programmed. We sought to determine the minimum latency needed to establish accurate direction and amplitude, and observed what occurs when saccades are launched before this minimum latency. METHODS In Experiment 1, 249 normal subjects performed the gap saccade task with horizontal targets. In Experiment 2, 28 normal subjects performed the gap saccade task with the targets placed in eight directions. In Experiment 3, 38 normal subjects, 49 patients with Parkinson's disease (PD), and 10 patients with spinocerebellar degeneration (SCD) performed the gap saccade task with horizontal targets. RESULTS In Experiment 1, it took 100 ms to accurately establish saccade amplitudes and directions. In Experiment 2, however, the latencies needed for accurate amplitude and direction establishment were both approximately 150 ms. In Experiment 3, the frequencies of PSs in patients with PD and SCD were lower than those of normal subjects. CONCLUSIONS The saccade amplitudes and directions are determined simultaneously, 100-150 ms after target presentation. PSs may result from prediction of the oncoming target direction or latent saccade activities in the superior colliculus. SIGNIFICANCE Saccade direction and amplitude are determined simultaneously.
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Affiliation(s)
- Shin-Ichi Tokushige
- Department of Neurology, Graduate School of Medicine, The University of Tokyo, 7-3-1, Hongo, Bunkyo-ku, Tokyo 113-8655, Japan; Department of Neurology, School of Medicine, Kyorin University, 6-20-2, Shinkawa, Mitaka, Tokyo 181-8611, Japan
| | - Shunichi Matsuda
- Department of Neurology, Graduate School of Medicine, The University of Tokyo, 7-3-1, Hongo, Bunkyo-ku, Tokyo 113-8655, Japan; Department of Neurology, NTT Medical Center Tokyo, 5-9-22, Higashigotanda, Shinagawa-ku, Tokyo 141-0022, Japan
| | - Satomi Inomata-Terada
- Department of Neurology, Graduate School of Medicine, The University of Tokyo, 7-3-1, Hongo, Bunkyo-ku, Tokyo 113-8655, Japan; Department of Medical Physiology, School of Medicine, Kyorin University, 6-20-2, Shinkawa, Mitaka, Tokyo 181-8611, Japan
| | - Masashi Hamada
- Department of Neurology, Graduate School of Medicine, The University of Tokyo, 7-3-1, Hongo, Bunkyo-ku, Tokyo 113-8655, Japan
| | - Yoshikazu Ugawa
- Department of NeuroRegeneration, Fukushima Medical University, 1 Hikarigaoka, Fukushima 960-1295, Japan
| | - Shoji Tsuji
- Department of Molecular Neurology, The University of Tokyo and International University of Health and Welfare, 4-3, Kozunomori, Narita-shi, Chiba-ken 286-8686, Japan
| | - Yasuo Terao
- Department of Neurology, Graduate School of Medicine, The University of Tokyo, 7-3-1, Hongo, Bunkyo-ku, Tokyo 113-8655, Japan; Department of Medical Physiology, School of Medicine, Kyorin University, 6-20-2, Shinkawa, Mitaka, Tokyo 181-8611, Japan.
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Caldani S, Delorme R, Moscoso A, Septier M, Acquaviva E, Bucci MP. Improvement of Pursuit Eye Movement Alterations after Short Visuo-Attentional Training in ADHD. Brain Sci 2020; 10:brainsci10110816. [PMID: 33158057 PMCID: PMC7694101 DOI: 10.3390/brainsci10110816] [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: 10/08/2020] [Revised: 10/30/2020] [Accepted: 10/31/2020] [Indexed: 11/16/2022] Open
Abstract
Attention-deficit/hyperactivity disorder (ADHD) is a neurodevelopmental disorder without validated and objective diagnostic procedures. Several neurological dysfunctions in the frontal circuit, in the thalamus, and in the cerebellum have been observed in subjects with ADHD. These cortical and subcortical areas are responsible for eye movement control. Therefore, studying eye movements could be a useful tool to better understand neuronal alterations in subjects with ADHD. The aim of the present study was firstly to compare the quality of pursuit eye movements in a group of 40 children with ADHD (age 8.2 ± 1.2) and in a group of 40 sex-, IQ-, age-matched typically developing (TD) children; secondly, we aimed to examine if a short visuo-attentional training could affect pursuit performances in children with ADHD. Findings showed that children with ADHD presented a greater number of catch-up saccade and lower pursuit gain compared to TD children. Differently to TD children, in children with ADHD, the number of catch-up saccades and the pursuit gain were not significantly correlated with children's age. Furthermore, a short visuo-attentional training period can only slightly improve pursuit performance in children with ADHD, leading to a decrease of the occurrence of catch-up saccades only, albeit the effect size was small. The absence of any improvement in pursuit performance with age could be explained by the fact that the prefrontal and fronto-cerebellar circuits responsible for pursuit triggering are still immature. Pursuit eye movements can be used as a useful tool for ADHD diagnosis. However, attentional mechanisms controlled by these cortical structures could be improved by a short visuo-attentional training period. Further studies will be necessary to explore the effects of a longer visuo-attentional training period on oculomotor tasks in order to clarify how adaptive mechanisms are able to increase the attentional capabilities in children with ADHD.
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Affiliation(s)
- Simona Caldani
- MoDyCo, UMR 7114 CNRS Université Paris Nanterre, 92001 Nanterre, France;
- Pediatric Balance Evaluation Center (EFEE), ENT Department, AP-HP, Robert Debré Hospital, 75019 Paris, France
- Correspondence:
| | - Richard Delorme
- Child and Adolescent Psychiatry Department, Robert Debré Hospital, 75019 Paris, France; (R.D.); (A.M.); (M.S.); (E.A.)
- Paris 7, Paris Diderot University, 75013 Paris, France
- Human Genetics and Cognitive Functions, Institut Pasteur, 75015 Paris, France
| | - Ana Moscoso
- Child and Adolescent Psychiatry Department, Robert Debré Hospital, 75019 Paris, France; (R.D.); (A.M.); (M.S.); (E.A.)
| | - Mathilde Septier
- Child and Adolescent Psychiatry Department, Robert Debré Hospital, 75019 Paris, France; (R.D.); (A.M.); (M.S.); (E.A.)
| | - Eric Acquaviva
- Child and Adolescent Psychiatry Department, Robert Debré Hospital, 75019 Paris, France; (R.D.); (A.M.); (M.S.); (E.A.)
| | - Maria Pia Bucci
- MoDyCo, UMR 7114 CNRS Université Paris Nanterre, 92001 Nanterre, France;
- Pediatric Balance Evaluation Center (EFEE), ENT Department, AP-HP, Robert Debré Hospital, 75019 Paris, France
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Mostofi N, Zhao Z, Intoy J, Boi M, Victor JD, Rucci M. Spatiotemporal Content of Saccade Transients. Curr Biol 2020; 30:3999-4008.e2. [PMID: 32916116 DOI: 10.1016/j.cub.2020.07.085] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2020] [Revised: 07/21/2020] [Accepted: 07/28/2020] [Indexed: 11/25/2022]
Abstract
Humans use rapid gaze shifts, known as saccades, to explore visual scenes. These movements yield abrupt luminance changes on the retina, which elicit robust neural discharges at fixation onsets. Yet little is known about the spatial content of saccade transients. Here, we show that saccades redistribute spatial information within the temporal range of retinal sensitivity following two distinct regimes: saccade modulations counterbalance (whiten) the spectral density of natural scenes at low spatial frequencies and follow the external power distribution at higher frequencies. This redistribution is a consequence of saccade dynamics, particularly the speed/amplitude/duration relation known as the main sequence. It resembles the redistribution resulting from inter-saccadic eye drifts, revealing a continuum in the modulations given by different eye movements, with oculomotor transitions primarily acting by regulating the bandwidth of whitening. Our findings suggest important computational roles for saccade transients in the establishment of spatial representations and lead to testable predictions about their consequences for visual functions and encoding mechanisms.
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Affiliation(s)
- Naghmeh Mostofi
- Department of Psychological and Brain Sciences, Boston University, 64 Cummington Mall, Boston, MA 02215, USA
| | - Zhetuo Zhao
- Department of Brain and Cognitive Sciences, University of Rochester, Meliora Hall, Rochester, NY 14627, USA; Center for Visual Science, University of Rochester, Meliora Hall, Rochester, NY 14627, USA.
| | - Janis Intoy
- Department of Brain and Cognitive Sciences, University of Rochester, Meliora Hall, Rochester, NY 14627, USA; Center for Visual Science, University of Rochester, Meliora Hall, Rochester, NY 14627, USA; Graduate Program for Neuroscience, Boston University, 24 Cummington Mall, Boston, MA 02215, USA
| | - Marco Boi
- Department of Psychological and Brain Sciences, Boston University, 64 Cummington Mall, Boston, MA 02215, USA
| | - Jonathan D Victor
- Feil Family Brain and Mind Research Institute, Weill Cornell Medical College, 1300 York Avenue, New York, NY 10065, USA
| | - Michele Rucci
- Department of Brain and Cognitive Sciences, University of Rochester, Meliora Hall, Rochester, NY 14627, USA; Center for Visual Science, University of Rochester, Meliora Hall, Rochester, NY 14627, USA.
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32
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Klarendic M, Kaski D. Deep brain stimulation and eye movements. Eur J Neurosci 2020; 53:2344-2361. [DOI: 10.1111/ejn.14898] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Revised: 06/17/2020] [Accepted: 06/19/2020] [Indexed: 11/29/2022]
Affiliation(s)
- Maja Klarendic
- Neurological Department University Clinical Center Ljubljana Ljubljana Slovenia
| | - Diego Kaski
- Department of Clinical and Motor Neurosciences Centre for Vestibular and Behavioural Neurosciences University College London London UK
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33
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David EJ, Lebranchu P, Perreira Da Silva M, Le Callet P. Predicting artificial visual field losses: A gaze-based inference study. J Vis 2020; 19:22. [PMID: 31868896 DOI: 10.1167/19.14.22] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Visual field defects are a world-wide concern, and the proportion of the population experiencing vision loss is ever increasing. Macular degeneration and glaucoma are among the four leading causes of permanent vision loss. Identifying and characterizing visual field losses from gaze alone could prove crucial in the future for screening tests, rehabilitation therapies, and monitoring. In this experiment, 54 participants took part in a free-viewing task of visual scenes while experiencing artificial scotomas (central and peripheral) of varying radii in a gaze-contingent paradigm. We studied the importance of a set of gaze features as predictors to best differentiate between artificial scotoma conditions. Linear mixed models were utilized to measure differences between scotoma conditions. Correlation and factorial analyses revealed redundancies in our data. Finally, hidden Markov models and recurrent neural networks were implemented as classifiers in order to measure the predictive usefulness of gaze features. The results show separate saccade direction biases depending on scotoma type. We demonstrate that the saccade relative angle, amplitude, and peak velocity of saccades are the best features on the basis of which to distinguish between artificial scotomas in a free-viewing task. Finally, we discuss the usefulness of our protocol and analyses as a gaze-feature identifier tool that discriminates between artificial scotomas of different types and sizes.
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Affiliation(s)
| | - Pierre Lebranchu
- University of Nantes and Nantes University Hospital, Nantes, France
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34
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Carr DB, Grover P. The Role of Eye Tracking Technology in Assessing Older Driver Safety. Geriatrics (Basel) 2020; 5:E36. [PMID: 32517336 PMCID: PMC7345272 DOI: 10.3390/geriatrics5020036] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Revised: 05/21/2020] [Accepted: 05/22/2020] [Indexed: 12/11/2022] Open
Abstract
A growing body of literature is focused on the use of eye tracking (ET) technology to understand the association between objective visual parameters and higher order brain processes such as cognition. One of the settings where this principle has found practical utility is in the area of driving safety. METHODS We reviewed the literature to identify the changes in ET parameters with older adults and neurodegenerative disease. RESULTS This narrative review provides a brief overview of oculomotor system anatomy and physiology, defines common eye movements and tracking variables that are typically studied, explains the most common methods of eye tracking measurements during driving in simulation and in naturalistic settings, and examines the association of impairment in ET parameters with advanced age and neurodegenerative disease. CONCLUSION ET technology is becoming less expensive, more portable, easier to use, and readily applicable in a variety of clinical settings. Older adults and especially those with neurodegenerative disease may have impairments in visual search parameters, placing them at risk for motor vehicle crashes. Advanced driver assessment systems are becoming more ubiquitous in newer cars and may significantly reduce crashes related to impaired visual search, distraction, and/or fatigue.
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Affiliation(s)
- David B. Carr
- Department of Medicine and Neurology, Washington University School of Medicine, St Louis, MO 63110, USA
| | - Prateek Grover
- Department of Neurology, Washington University School of Medicine, St Louis, MO 63110, USA;
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35
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Revankar GS, Hattori N, Kajiyama Y, Nakano T, Mihara M, Mori E, Mochizuki H. Ocular fixations and presaccadic potentials to explain pareidolias in Parkinson's disease. Brain Commun 2020; 2:fcaa073. [PMID: 32954309 PMCID: PMC7425388 DOI: 10.1093/braincomms/fcaa073] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2019] [Revised: 03/27/2020] [Accepted: 05/04/2020] [Indexed: 01/05/2023] Open
Abstract
In Parkinson's disease, a precursor phenomenon to visual hallucinations presents as 'pareidolias' which make ambiguous forms appear meaningful. To evoke and detect pareidolias in patients, a noise pareidolia test was recently developed, although its task-dependent mechanisms are yet to be revealed. When subjected to this test, we hypothesized that patients exhibiting pareidolias would show altered top-down influence of visual processing allowing us to demonstrate the influence of pareidolic illusionary behaviour in Parkinson's disease patients. To that end, we evaluated eye-movement strategies and fixation-related presaccadic activity on scalp EEG when participants performed the test. Twelve healthy controls and 21 Parkinson's disease patients, evaluated for cognitive, visuo-spatial and executive functions, took a modified computer-based version of the noise pareidolia test in a free-viewing EEG eye-tracking experiment. Eye-tracking metrics (fixation-related durations and counts) documented the eye movement behaviour employed in correct responses (face/noise) and misperceptions (pareidolia/missed) during early and late visual search conditions. Simultaneously, EEG recorded the presaccadic activity in frontal and parietal areas of the brain. Based on the noise pareidolia test scores, we found certain Parkinson's disease patients exhibited pareidolias whereas others did not. ANOVA on eye-tracking data showed that patients dwelled significantly longer to detect faces and pareidolias which affected both global and local search dynamics depending on their visuo-perceptual status. Presaccadic activity in parietal electrodes for the groups was positive for faces and pareidolias, and negative for noise, though these results depended mainly on saccade size. However, patients sensitive to pareidolias showed a significantly higher presaccadic potential on frontal electrodes independent of saccade sizes, suggesting a stronger frontal activation for pareidolic stimuli. We concluded with the following interpretations (i) the noise pareidolia test specifically characterizes visuo-perceptual inadequacies in patients despite their wide range of cognitive scores, (ii) Parkinson's disease patients dwell longer to converge attention to pareidolic stimuli due to abnormal saccade generation proportional to their visuo-perceptual deficit during early search, and during late search, due to time-independent alteration of visual attentional network and (iii) patients with pareidolias show increased frontal activation reflecting the allocation of attention to irrelevant targets that express the pareidolic phenomenon. While the disease per se alters the visuo-perceptual and oculomotor dynamics, pareidolias occur in Parkinson's disease due to an abnormal top-down modulation of visual processing that affects visual attention and guidance to ambiguous stimuli.
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Affiliation(s)
- Gajanan S Revankar
- Department of Neurology, Graduate School of Medicine, Osaka University, Osaka 5650871, Japan
| | - Noriaki Hattori
- Department of Neurology, Graduate School of Medicine, Osaka University, Osaka 5650871, Japan.,Endowed Research Department of Clinical Neuroengineering, Global Center for Medical Engineering and Informatics, Osaka University, Osaka 5650871, Japan
| | - Yuta Kajiyama
- Department of Neurology, Graduate School of Medicine, Osaka University, Osaka 5650871, Japan
| | - Tomohito Nakano
- Department of Neurology, Graduate School of Medicine, Osaka University, Osaka 5650871, Japan
| | - Masahito Mihara
- Department of Neurology, Graduate School of Medicine, Osaka University, Osaka 5650871, Japan
| | - Etsuro Mori
- Department of Behavioral Neurology and Neuropsychiatry, Osaka University, Osaka 5650871, Japan
| | - Hideki Mochizuki
- Department of Neurology, Graduate School of Medicine, Osaka University, Osaka 5650871, Japan
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36
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Imaoka Y, Flury A, de Bruin ED. Assessing Saccadic Eye Movements With Head-Mounted Display Virtual Reality Technology. Front Psychiatry 2020; 11:572938. [PMID: 33093838 PMCID: PMC7527608 DOI: 10.3389/fpsyt.2020.572938] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Accepted: 08/18/2020] [Indexed: 12/16/2022] Open
Abstract
As our society is ageing globally, neurodegenerative disorders are becoming a relevant issue. Assessment of saccadic eye movement could provide objective values to help to understand the symptoms of disorders. HTC Corporation launched a new virtual reality (VR) headset, VIVE Pro Eye, implementing an infrared-based eye tracking technique together with VR technology. The purpose of this study is to evaluate whether the device can be used as an assessment tool of saccadic eye movement and to investigate the technical features of eye tracking. We developed a measurement system of saccadic eye movement with a simple VR environment on Unity VR design platform, following an internationally proposed standard saccade measurement protocol. We then measured the saccadic eye movement of seven healthy young adults to analyze the oculo-metrics of latency, peak velocity, and error rate of pro- and anti-saccade tasks: 120 trials in each task. We calculated these parameters based on the saccade detection algorithm that we have developed following previous studies. Consequently, our results revealed latency of 220.40 ± 43.16 ms, peak velocity of 357.90 ± 111.99°/s, and error rate of 0.24 ± 0.41% for the pro-saccade task, and latency of 343.35 ± 76.42 ms, peak velocity of 318.79 ± 116.69°/s, and error rate of 0.66 ± 0.76% for the anti-saccade task. In addition, we observed pupil diameter of 4.30 ± 1.15 mm (left eye) and 4.29 ± 1.08 mm (right eye) for the pro-saccade task, and of 4.21 ± 1.04 mm (left eye) and 4.22 ± 0.97 mm (right eye) for the anti-saccade task. Comparing between the descriptive statistics of previous studies and our results suggests that VIVE Pro Eye can function as an assessment tool of saccadic eye movement since our results are in the range of or close to the results of previous studies. Nonetheless, we found technical limitations especially about time-related measurement parameters. Further improvements in software and hardware of the device and measurement protocol, and more measurements with diverse age-groups and people with different health conditions are warranted to enhance the whole assessment system of saccadic eye movement.
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Affiliation(s)
- Yu Imaoka
- Motor Control & Learning Laboratory, Institute of Human Movement Sciences and Sport, Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
| | - Andri Flury
- Motor Control & Learning Laboratory, Institute of Human Movement Sciences and Sport, Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
| | - Eling D de Bruin
- Motor Control & Learning Laboratory, Institute of Human Movement Sciences and Sport, Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland.,Division of Physiotherapy, Department of Neurobiology, Care Sciences and Society, Karolinska Institute, Stockholm, Sweden
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Kerr-Gaffney J, Harrison A, Tchanturia K. Eye-tracking research in eating disorders: A systematic review. Int J Eat Disord 2018; 52:3-27. [PMID: 30582199 DOI: 10.1002/eat.22998] [Citation(s) in RCA: 53] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2018] [Revised: 10/18/2018] [Accepted: 11/11/2018] [Indexed: 01/15/2023]
Abstract
OBJECTIVE Those with eating disorders (EDs) show attentional biases to disorder-relevant stimuli, such as food and body shape information. However, attentional bias research in EDs largely relies on reaction time based measures, which are limited in their ability to assess different components and the time course of attention. Eye-tracking paradigms have therefore been utilized to provide greater ecological validity, and directly capture the detailed sequence of processes in perception and attention. While numerous studies have examined eye movements in the mood, anxiety, and psychotic disorders, there has been a lack of studies in EDs. The purpose of this qualitative review is to provide a summary of eye-tracking studies in clinical ED populations. METHOD The review was conducted using the PRISMA guidelines. Electronic databases were systematically searched to identify studies examining gaze parameters in ED compared to healthy controls (HCs). Thirty-one studies met inclusion criteria. RESULTS Across ED diagnoses, there was evidence of attentional biases towards food and body stimuli. In addition, differential patterns of attention to social information, and differences in smooth pursuit and saccadic eye movements were found in anorexia nervosa (AN). DISCUSSION Findings are discussed in relation to research in other psychiatric disorders, and recommendations for future studies using eye-tracking in EDs are given. The findings add to the wider literature on attentional biases in EDs, and provide potential avenues for treatment. IJED-18-0331.R1. Investigación de seguimiento ocular en trastornos de la conducta alimentaria: una revisión sistemática.
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Affiliation(s)
- Jess Kerr-Gaffney
- Department of Psychological Medicine, Institute of Psychiatry, Psychology, and Neuroscience, Kings College London, London, UK
| | - Amy Harrison
- Department of Psychology and Human Development, University College London, London, UK
- South London and Maudsley NHS Trust, National Eating Disorders Service, Psychological Medicine Clinical Academic Group, London, UK
| | - Kate Tchanturia
- Department of Psychological Medicine, Institute of Psychiatry, Psychology, and Neuroscience, Kings College London, London, UK
- South London and Maudsley NHS Trust, National Eating Disorders Service, Psychological Medicine Clinical Academic Group, London, UK
- Institute of Psychology, Ilia State University, Tbilisi, Georgia
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