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Chan MKL, Wong CL, Yu KP, Tong RKY. Examining Eye Tracking Metrics and Cognitive Function in Post-Stroke Individuals: A Comparison of Visual Searching Tasks between Those with and without Cognitive Impairment. Cerebrovasc Dis 2023; 53:683-692. [PMID: 38118431 PMCID: PMC11633858 DOI: 10.1159/000535756] [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: 05/08/2023] [Accepted: 12/05/2023] [Indexed: 12/22/2023] Open
Abstract
INTRODUCTION After a stroke, individuals commonly experience visual problems and impaired cognitive function, which can significantly impact their daily lives. In addition to visual neglect and hemianopia, stroke survivors often have difficulties with visual search tasks. Researchers are increasingly interested in using eye tracking technology to study cognitive processing and determine whether eye tracking metrics can be used to screen and assess cognitive impairment in patients with neurological disorders. As such, assessing these areas and understanding their relationship is crucial for effective stroke rehabilitation. METHODS We enrolled 60 stroke patients in this study and evaluated their eye tracking performance and cognitive function through a series of tests. Subsequently, we divided the subjects into two groups based on their scores on the HK-MoCA test, with scores below 21 out of 30 indicating cognitive impairment. We then compared the eye tracking metrics between the two groups and identified any significant differences that existed. Spearman correlation analysis was conducted to explore the relationship between clinical test scores and eye tracking metrics. Moreover, we employed a Mann-Whitney U test to compare eye tracking metrics between groups with and without cognitive impairment. RESULTS Our results revealed significant correlations between various eye tracking metrics and cognitive tests (p ≤ 0.001-0.041). Furthermore, the group without cognitive impairment demonstrated higher saccade velocity, gaze path velocity, and shorter time to target than the group with cognitive impairment (p ≤ 0.001-0.040). Receiver operating characteristic curve analyses were performed, and the optimal cut-off values for gaze path velocity and saccade velocity were 329.665 (px/s) (sensitivity = 0.80, specificity = 0.533) and 2.150 (px/ms) (sensitivity = 0.733, specificity = 0.633), respectively. CONCLUSIONS Our findings indicate a significant correlation between eye tracking metrics and cognitive test scores. Furthermore, the group with cognitive impairment exhibited a significant difference in these metrics, and a cut-off value was identified to predict whether a client was experiencing cognitive impairment.
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Affiliation(s)
- Marko Ka-Leung Chan
- Department of Biomedical Engineering, The Chinese University of Hong Kong, New Territories, Hong Kong, China,
- Community Rehabilitation Service Support Centre, Hospital Authority, Kowloon, Hong Kong, China,
| | - Cho Lee Wong
- The Nethersole School of Nursing, The Chinese University of Hong Kong, New Territories, Hong Kong, China
| | - King Pong Yu
- Department of Biomedical Engineering, The Chinese University of Hong Kong, New Territories, Hong Kong, China
- Community Rehabilitation Service Support Centre, Hospital Authority, Kowloon, Hong Kong, China
| | - Raymond Kai-Yu Tong
- Department of Biomedical Engineering, The Chinese University of Hong Kong, New Territories, Hong Kong, China
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Schenke N, Eling P, Duning T, Hildebrandt H. Monocular eye patching modulates ipsilesional reactive saccades and smooth pursuit in patients with left hemispatial neglect. Brain Cogn 2023; 173:106101. [PMID: 39492218 DOI: 10.1016/j.bandc.2023.106101] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2023] [Revised: 10/11/2023] [Accepted: 10/14/2023] [Indexed: 11/05/2024]
Abstract
Patients with hemispatial neglect show multiple oculomotor deficits like delayed contralesional saccade latencies, hypometric saccade amplitudes, and impaired smooth pursuit. We aimed to investigate whether modulation of superior colliculus (SC) activity via monocular eye patching improves neglect patients' eye movements to the contralesional side of space. Thirteen neglect patients with left-hemispheric (LH) stroke, 22 neglect patients with right-hemispheric (RH) stroke, and 24 healthy controls completed a video-oculographic examination of horizontal smooth pursuit and reactive saccades twice, while the left or right eye was covered with an eye patch. Independent of the eye patch position, LH and RH patients showed enlarged saccade latencies toward contralesional stimuli. In addition, both during smooth pursuit and reactive saccades, RH patients made significantly fewer rightward saccades when the right than when the left eye was patched. Moreover, during reactive saccades, RH patients made significantly fewer right than left saccades, but only when the right eye was patched. These findings suggest that the ipsilesional eye patch modulated ipsilesional ocular performance in the RH group, presumably resulting from differences in SC activity. Yet, ipsilesional eye patching did not improve eye movements to the contralesional side of space, possibly due to the incomplete contralateral retinocollicular projection in humans.
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Affiliation(s)
- Nadine Schenke
- Clinic for Neurology, Klinikum Bremen-Ost, Bremen, Germany; Department of Psychology, Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany.
| | - Paul Eling
- Donders Institute for Brain, Cognition and Behavior, Radboud University, Nijmegen, The Netherlands
| | - Thomas Duning
- Clinic for Neurology, Klinikum Bremen-Ost, Bremen, Germany
| | - Helmut Hildebrandt
- Clinic for Neurology, Klinikum Bremen-Ost, Bremen, Germany; Department of Psychology, Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany
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Bode LKG, Sprenger A, Helmchen C, Hauptmann B, Münte TF, Machner B. Combined optokinetic stimulation and cueing-assisted reading therapy to treat hemispatial neglect: A randomized controlled crossover trial. Ann Phys Rehabil Med 2023; 66:101713. [PMID: 36645965 DOI: 10.1016/j.rehab.2022.101713] [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: 06/09/2022] [Revised: 09/26/2022] [Accepted: 10/08/2022] [Indexed: 01/15/2023]
Abstract
BACKGROUND Hemispatial neglect is a disabling cognitive disorder following stroke and effective therapies are required. OBJECTIVES To evaluate the effects of combined optokinetic stimulation (OKS) and cueing-assisted reading therapy (READ) on the remission of hemispatial neglect following stroke. METHODS Randomized, controlled, two-period, crossover trial conducted at a German neurorehabilitation center. Twenty participants with left neglect following right hemispheric stroke (mean age 66 years (SD 11), mean time since stroke 50 days (SD 33)) finished the trial (12 received OKSREAD first, 8 CONTROL first). The intervention consisted of 15 daily sessions of OKS (20 min) and text reading assisted by a therapist providing cues (20 min). The control treatment was a same-number, same-length neuropsychological treatment not targeting visuospatial attention. Primary outcomes were the change in performance of a customized neuropsychological test battery for neglect (0% worst - 100% best) and a test of neglect-related functional disability (Catherine Bergego Scale, 0 no impairment - 30 severest impairment), assessed before and after each treatment period. Secondary outcomes were performance in the 6 single tests composing the battery (e.g., omissions in text reading, center of cancellation in the Bells test, spatial bias of fixations when freely viewing photographs) and a clinical test of anosognosia. RESULTS Overall performance in the neglect test battery improved slightly more after OKSREAD than after CONTROL (d=6%; p=0.002). The remission of neglect-related functional disability did not differ between treatments (d=-2; p=0.291). Ipsilesional fixation bias during free viewing was the only secondary outcome that was improved by OKSREAD as compared to CONTROL (d= -2.8°; p=0.005). CONCLUSION At the applied intensity, the combined OKSREAD intervention slightly attenuated the ipsilesional attention bias in persons with neglect, but it did not improve neglect-related functional disability, anosognosia, or other neglect symptoms to a clinically meaningful degree. CLINICAL TRIAL REGISTRATION URL: http://www. CLINICALTRIALS gov. Unique identifier: NCT04273620.
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Affiliation(s)
- Lisa Kunkel Genannt Bode
- Department of Neurology, University Hospitals Schleswig-Holstein, Campus Lübeck, Germany; Neurological Center Segeberger Kliniken, Bad Segeberg, Germany
| | - Andreas Sprenger
- Department of Neurology, University Hospitals Schleswig-Holstein, Campus Lübeck, Germany; Department of Psychology II, University of Lübeck, Germany
| | - Christoph Helmchen
- Department of Neurology, University Hospitals Schleswig-Holstein, Campus Lübeck, Germany
| | - Björn Hauptmann
- Neurological Center Segeberger Kliniken, Bad Segeberg, Germany; Department Performance, Neuroscience, Therapy and Health, Medical School Hamburg, Germany
| | - Thomas F Münte
- Department of Neurology, University Hospitals Schleswig-Holstein, Campus Lübeck, Germany
| | - Björn Machner
- Department of Neurology, University Hospitals Schleswig-Holstein, Campus Lübeck, Germany.
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Tokushige SI, Matsumoto H, Matsuda SI, Inomata-Terada S, Kotsuki N, Hamada M, Tsuji S, Ugawa Y, Terao Y. Early detection of cognitive decline in Alzheimer's disease using eye tracking. Front Aging Neurosci 2023; 15:1123456. [PMID: 37025964 PMCID: PMC10070704 DOI: 10.3389/fnagi.2023.1123456] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Accepted: 03/06/2023] [Indexed: 04/08/2023] Open
Abstract
Background Patients with Alzheimer's disease (AD) are known to exhibit visuospatial processing impairment, as reflected in eye movements from the early stages of the disease. We investigated whether the pattern of gaze exploration during visual tasks could be useful for detecting cognitive decline at the earliest stage. Methods Sixteen AD patients (age: 79.1 ± 7.9 years, Mini Mental State Examination [MMSE] score: 17.7 ± 5.3, mean ± standard deviation) and 16 control subjects (age: 79.4 ± 4.6, MMSE score: 26.9 ± 2.4) participated. In the visual memory task, subjects memorized presented line drawings for later recall. In the visual search tasks, they searched for a target Landolt ring of specific orientation (serial search task) or color (pop-out task) embedded among arrays of distractors. Using video-oculography, saccade parameters, patterns of gaze exploration, and pupil size change during task performance were recorded and compared between AD and control subjects. Results In the visual memory task, the number of informative regions of interest (ROIs) fixated was significantly reduced in AD patients compared to control subjects. In the visual search task, AD patients took a significantly longer time and more saccades to detect the target in the serial but not in pop-out search. In both tasks, there was no significant difference in the saccade frequency and amplitude between groups. On-task pupil modulation during the serial search task was decreased in AD. The number of ROIs fixated in the visual memory task and search time and saccade numbers in the serial search task differentiated both groups of subjects with high sensitivity, whereas saccade parameters of pupil size modulation were effective in confirming normal cognition from cognitive decline with high specificity. Discussion Reduced fixation on informative ROIs reflected impaired attentional allocation. Increased search time and saccade numbers in the visual search task indicated inefficient visual processing. Decreased on-task pupil size during visual search suggested decreased pupil modulation with cognitive load in AD patients, reflecting impaired function of the locus coeruleus. When patients perform the combination of these tasks to visualize multiple aspects of visuospatial processing, cognitive decline can be detected at an early stage with high sensitivity and specificity and its progression be evaluated.
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Affiliation(s)
- Shin-ichi Tokushige
- Department of Neurology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
- Department of Neurology, Kyorin University, Tokyo, Japan
| | | | | | | | - Naoki Kotsuki
- Department of Neurology, Kyorin University, Tokyo, Japan
| | - Masashi Hamada
- Department of Neurology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Shoji Tsuji
- Department of Neurology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
- Institute of Medical Genomics, International University of Health and Welfare, Chiba, Japan
| | - Yoshikazu Ugawa
- Department of Human Neurophysiology, Fukushima Medical University, Fukushima, Japan
| | - Yasuo Terao
- Department of Neurology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
- Department of Medical Physiology, Kyorin University, Tokyo, Japan
- *Correspondence: Yasuo Terao,
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Knoppe K, Schlichting N, Schmidt-Wilcke T, Zimmermann E. Increased scene complexity during free visual exploration reveals residual unilateral neglect in recovered stroke patients. Neuropsychologia 2022; 177:108400. [PMID: 36374721 PMCID: PMC9760574 DOI: 10.1016/j.neuropsychologia.2022.108400] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Revised: 10/08/2022] [Accepted: 10/19/2022] [Indexed: 11/11/2022]
Abstract
Unilateral neglect is a common cognitive syndrome after stroke, which is defined as a spatially specific unawareness of the contralesional space. The syndrome is caused by disruptions of attentional networks in the brain, which impair the patients' ability to direct attention towards the contralesional space. During recovery, patients often learn to compensate by voluntarily directing their attention to the neglected side at the expense of cognitive resources. In this study, we examined the impact of the complexity of visual input on free visual exploration behavior of unilateral neglect and apparently recovered patients. We asked whether increasing scene complexity would allow the detection of residual unilateral neglect in recovered patients by increasing the amount of cognitive resources needed for visual processing and limiting capacities for compensation. Using virtual reality, we analyzed the spatial distribution of gaze of unilateral neglect patients, patients who had, according to conventional diagnostics, recovered from the syndrome, stroke patients with no history of unilateral neglect, and age-matched healthy controls. We manipulated the complexity of an immersive virtual scene presented on head mounted displays. We identified the orientation bias towards the ipsilesional side as a sensitive and specific marker of unilateral neglect, which was present in unilateral neglect and recovered patients but absent in stroke patients with no history of unilateral neglect and controls. Increasing scene complexity exacerbated the orientation shift in unilateral neglect patients and revealed that three out of nine (33%) recovered patients had a high probability of suffering from residual unilateral neglect as estimated by a generalized linear model using the median horizontal gaze position as a predictor.
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Affiliation(s)
- Kira Knoppe
- Institute for Experimental Psychology, Heinrich Heine University Düsseldorf, 40225, Düsseldorf, Germany,St Mauritius Therapieklinik, 40670, Meerbusch, Germany,Corresponding author. Institute for Experimental Psychology, Heinrich Heine University Düsseldorf, 40225, Düsseldorf, Germany.
| | - Nadine Schlichting
- Institute for Experimental Psychology, Heinrich Heine University Düsseldorf, 40225, Düsseldorf, Germany
| | - Tobias Schmidt-Wilcke
- Institute for Experimental Psychology, Heinrich Heine University Düsseldorf, 40225, Düsseldorf, Germany,Neurocenter, District Hospital Mainkofen, Mainkofen A 3, 94469, Deggendorf, Germany,Institute for Clinical Neuroscience and Medical Psychology, Heinrich Heine University, 40225, Düsseldorf, Germany
| | - Eckart Zimmermann
- Institute for Experimental Psychology, Heinrich Heine University Düsseldorf, 40225, Düsseldorf, Germany
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Kunkel genannt Bode L, Schulte AS, Hauptmann B, Münte TF, Sprenger A, Machner B. Gaze-contingent display technology can help to reduce the ipsilesional attention bias in hemispatial neglect following stroke. J Neuroeng Rehabil 2022; 19:125. [DOI: 10.1186/s12984-022-01104-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Accepted: 10/25/2022] [Indexed: 11/17/2022] Open
Abstract
Abstract
Background
Hemispatial neglect results from unilateral brain damage and represents a disabling unawareness for objects in the hemispace opposite the brain lesion (contralesional). The patients’ attentional bias for ipsilesional hemispace represents a hallmark of neglect, which results from an imbalanced attentional priority map in the brain. The aim of this study was to investigate whether gaze-contingent display (GCD) technology, reducing the visual salience of objects in ipsilesional hemispace, is able to rebalance this map and increase awareness and exploration of objects in the neglected contralesional hemispace.
Methods
Using remote eye-tracking, we recorded gaze positions in 19 patients with left hemispatial neglect following right-hemisphere stroke and 22 healthy control subjects, while they were watching static naturalistic scenes. There were two task conditions, free viewing (FV) or goal-directed visual search (VS), and four modification conditions including the unmodified original picture, a purely static modification and two differently strong modifications with an additional gaze-contingent mask (GC-LOW, GC-HIGH), that continuously reduced color saturation and contrast of objects in the right hemispace.
Results
The patients’ median gaze position (Center of Fixation) in the original pictures was markedly deviated to the right in both tasks (FV: 6.8° ± 0.8; VS: 5.5° ± 0.7), reflecting the neglect-typical ipsilesional attention bias. GC modification significantly reduced this bias in FV (GC-HIGH: d = − 3.2 ± 0.4°; p < 0.001). Furthermore, in FV and VS, GC modification increased the likelihood to start visual exploration in the (neglected) left hemifield by about 20%. This alleviation of the ipsilesional fixation bias was not associated with an improvement in detecting left-side targets, in contrast, the GC mask even decreased and slowed the detection of right-side targets. Subjectively, patients found the intervention pleasant and most of the patients did not notice any modification.
Conclusions
GCD technology can be used to positively influence visual exploration patterns in patients with hemispatial neglect. Despite an alleviation of the neglect-related ipsilesional fixation bias, a concomitant functional benefit (improved detection of contralesional targets) was not achieved. Future studies may investigate individualized GCD-based modifications as augmented reality applications during the activities of daily living.
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Mak J, Kocanaogullari D, Huang X, Kersey J, Shih M, Grattan ES, Skidmore ER, Wittenberg GF, Ostadabbas S, Akcakaya M. Detection of Stroke-Induced Visual Neglect and Target Response Prediction Using Augmented Reality and Electroencephalography. IEEE Trans Neural Syst Rehabil Eng 2022; 30:1840-1850. [PMID: 35786558 DOI: 10.1109/tnsre.2022.3188184] [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: 11/08/2022]
Abstract
We aim to build a system incorporating electroencephalography (EEG) and augmented reality (AR) that is capable of identifying the presence of visual spatial neglect (SN) and mapping the estimated neglected visual field. An EEG-based brain-computer interface (BCI) was used to identify those spatiospectral features that best detect participants with SN among stroke survivors using their EEG responses to ipsilesional and contralesional visual stimuli. Frontal-central delta and alpha, frontal-parietal theta, Fp1 beta, and left frontal gamma were found to be important features for neglect detection. Additionally, temporal analysis of the responses shows that the proposed model is accurate in detecting potentially neglected targets. These targets were predicted using common spatial patterns as the feature extraction algorithm and regularized discriminant analysis combined with kernel density estimation for classification. With our preliminary results, our system shows promise for reliably detecting the presence of SN and predicting visual target responses in stroke patients with SN.
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Brouwer VHEW, Stuit S, Hoogerbrugge A, Ten Brink AF, Gosselt IK, Van der Stigchel S, Nijboer TCW. Applying machine learning to dissociate between stroke patients and healthy controls using eye movement features obtained from a virtual reality task. Heliyon 2022; 8:e09207. [PMID: 35399377 PMCID: PMC8991384 DOI: 10.1016/j.heliyon.2022.e09207] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Revised: 05/27/2021] [Accepted: 03/24/2022] [Indexed: 12/03/2022] Open
Abstract
Conventional neuropsychological tests do not represent the complex and dynamic situations encountered in daily life. Immersive virtual reality simulations can be used to simulate dynamic and interactive situations in a controlled setting. Adding eye tracking to such simulations may provide highly detailed outcome measures, and has great potential for neuropsychological assessment. Here, participants (83 stroke patients and 103 healthy controls) we instructed to find either 3 or 7 items from a shopping list in a virtual super market environment while eye movements were being recorded. Using Logistic Regression and Support Vector Machine models, we aimed to predict the task of the participant and whether they belonged to the stroke or the control group. With a limited number of eye movement features, our models achieved an average Area Under the Curve (AUC) of .76 in predicting whether each participant was assigned a short or long shopping list (3 or 7 items). Identifying participant as either stroke patients and controls led to an AUC of .64. In both classification tasks, the frequency with which aisles were revisited was the most dissociating feature. As such, eye movement data obtained from a virtual reality simulation contain a rich set of signatures for detecting cognitive deficits, opening the door to potential clinical applications.
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Affiliation(s)
- Veerle H E W Brouwer
- Department of Experimental Psychology, Helmholtz Institute, Utrecht University, Heidelberglaan 1, 3584 CS, Utrecht, Netherlands
| | - Sjoerd Stuit
- Department of Experimental Psychology, Helmholtz Institute, Utrecht University, Heidelberglaan 1, 3584 CS, Utrecht, Netherlands
| | - Alex Hoogerbrugge
- Department of Experimental Psychology, Helmholtz Institute, Utrecht University, Heidelberglaan 1, 3584 CS, Utrecht, Netherlands
| | - Antonia F Ten Brink
- Department of Experimental Psychology, Helmholtz Institute, Utrecht University, Heidelberglaan 1, 3584 CS, Utrecht, Netherlands
| | - Isabel K Gosselt
- Center of Excellence for Rehabilitation Medicine, UMC Utrecht Brain Center, University Medical Center Utrecht, De Hoogstraat Rehabilitation, Heidelberglaan 100, 3584 CX, Utrecht, Netherlands
| | - Stefan Van der Stigchel
- Department of Experimental Psychology, Helmholtz Institute, Utrecht University, Heidelberglaan 1, 3584 CS, Utrecht, Netherlands
| | - Tanja C W Nijboer
- Department of Experimental Psychology, Helmholtz Institute, Utrecht University, Heidelberglaan 1, 3584 CS, Utrecht, Netherlands.,Center of Excellence for Rehabilitation Medicine, UMC Utrecht Brain Center, University Medical Center Utrecht, De Hoogstraat Rehabilitation, Heidelberglaan 100, 3584 CX, Utrecht, Netherlands.,Department of Rehabilitation, Physical Therapy Science & Sports, UMC Utrecht Brain Center, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, Netherlands
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Kaiser AP, Villadsen KW, Samani A, Knoche H, Evald L. Virtual Reality and Eye-Tracking Assessment, and Treatment of Unilateral Spatial Neglect: Systematic Review and Future Prospects. Front Psychol 2022; 13:787382. [PMID: 35391965 PMCID: PMC8982678 DOI: 10.3389/fpsyg.2022.787382] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 01/26/2022] [Indexed: 11/17/2022] Open
Abstract
Unilateral spatial neglect (USN) is a disorder characterized by the failure to report, respond to, or orient toward the contralateral side of space to a brain lesion. Current assessment methods often fail to discover milder forms, cannot differentiate between unilateral spatial neglect subtypes and lack ecological validity. There is also a need for treatment methods that target subtypes. Immersive virtual reality (VR) systems in combination with eye-tracking (ET) have the potential to overcome these shortcomings, by providing more naturalistic environments and tasks, with sensitive and detailed measures. This systematic review examines the state of the art of research on these technologies as applied in the assessment and treatment of USN. As we found no studies that combined immersive VR and ET, we reviewed these approaches individually. The review of VR included seven articles, the ET review twelve. The reviews revealed promising results. (1) All included studies found significant group-level differences for several USN measures. In addition, several studies found asymmetric behavior in VR and ET tasks for patients who did not show signs of USN in conventional tests. Particularly promising features were multitasking in complex VR environments and detailed eye-movement analysis. (2) No VR and only a few ET studies attempted to differentiate USN subtypes, although the technologies appeared appropriate. One ET study grouped USN participants using individual heatmaps, and another differentiated between subtypes on drawing tasks. Regarding (3) ecological validity, although no studies tested the prognostic validity of their assessment methods, VR and ET studies utilized naturalistic tasks and stimuli reflecting everyday situations. Technological characteristics, such as the field of view and refresh rate of the head-mounted displays, could be improved, though, to improve ecological validity. We found (4) no studies that utilized VR or ET technologies for USN treatment up until the search date of the 26th of February 2020. In conclusion, VR-ET-based systems show great potential for USN assessment. VR-ET holds great promise for treatment, for example, by monitoring behavior and adapting and tailoring to the individual person's needs and abilities. Future research should consider developing methods for individual subtypes and differential diagnostics to inform individual treatment programs.
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Affiliation(s)
- Alexander Pilgaard Kaiser
- Hammel Neurorehabilitation Centre and University Research Clinic, Hammel, Denmark,Department of Psychology and Behavioral Sciences, Aarhus University, Aarhus, Denmark
| | - Kristian Westergaard Villadsen
- Hammel Neurorehabilitation Centre and University Research Clinic, Hammel, Denmark,Aalborg University Hospital, Aalborg University, Aalborg, Denmark
| | - Afshin Samani
- Department of Health Science and Technology, Aalborg University, Aalborg, Denmark
| | - Hendrik Knoche
- Department of Architecture, Design and Media Technology, Aalborg University, Aalborg, Denmark
| | - Lars Evald
- Hammel Neurorehabilitation Centre and University Research Clinic, Hammel, Denmark,Department of Clinical Medicine, Faculty of Health, Aarhus University, Aarhus, Denmark,*Correspondence: Lars Evald,
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Geiser N, Kaufmann BC, Rühe H, Maaijwee N, Nef T, Cazzoli D, Nyffeler T. Visual Neglect after PICA Stroke-A Case Study. Brain Sci 2022; 12:brainsci12020290. [PMID: 35204053 PMCID: PMC8869876 DOI: 10.3390/brainsci12020290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 02/17/2022] [Accepted: 02/18/2022] [Indexed: 12/04/2022] Open
Abstract
After cerebellar stroke, cognition can be impaired, as described within the framework of the so-called Cerebellar Cognitive Affective Syndrome (CCAS). However, it remains unclear whether visual neglect can also be part of CCAS. We describe the case of a patient with a subacute cerebellar stroke after thrombosis of the left posterior inferior cerebellar artery (PICA), who showed a left-sided visual neglect, indicating that the cerebellum also has a modulatory function on visual attention. The neglect, however, was mild and only detectable when using the sensitive neuro-psychological Five-Point Test as well as video-oculography assessment, yet remained unnoticed when evaluated with common neglect-specific paper-pencil tests. Three weeks later, follow-up assessments revealed an amelioration of neglect symptoms. Therefore, these findings suggest that visual neglect may be a part of CCAS, but that the choice of neglect assessments and the time delay since stroke onset may be crucial. Although the exact underlying pathophysiological mechanisms remain unclear, we propose cerebellar-cerebral diaschisis as a possible explanation of why neglect can occur on the ipsilateral side. Further research applying sensitive assessment tools at different post-stroke stages is needed to investigate the incidence, lesion correlates, and pathophysiology of neglect after cerebellar lesions.
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Affiliation(s)
- Nora Geiser
- Neurocenter, Luzerner Kantonsspital, 6000 Lucerne, Switzerland; (N.G.); (B.C.K.); (H.R.); (N.M.); (D.C.)
- ARTORG Center for Biomedical Engineering Research, University of Bern, 3008 Bern, Switzerland;
| | - Brigitte Charlotte Kaufmann
- Neurocenter, Luzerner Kantonsspital, 6000 Lucerne, Switzerland; (N.G.); (B.C.K.); (H.R.); (N.M.); (D.C.)
- Department of Neurology, Inselspital, University Hospital, University of Bern, 3010 Bern, Switzerland
- Institut du Cerveau—Paris Brain Institute—ICM, Inserm, CNRS, Sorbonne Université, 75013 Paris, France
| | - Henrik Rühe
- Neurocenter, Luzerner Kantonsspital, 6000 Lucerne, Switzerland; (N.G.); (B.C.K.); (H.R.); (N.M.); (D.C.)
| | - Noortje Maaijwee
- Neurocenter, Luzerner Kantonsspital, 6000 Lucerne, Switzerland; (N.G.); (B.C.K.); (H.R.); (N.M.); (D.C.)
| | - Tobias Nef
- ARTORG Center for Biomedical Engineering Research, University of Bern, 3008 Bern, Switzerland;
| | - Dario Cazzoli
- Neurocenter, Luzerner Kantonsspital, 6000 Lucerne, Switzerland; (N.G.); (B.C.K.); (H.R.); (N.M.); (D.C.)
- ARTORG Center for Biomedical Engineering Research, University of Bern, 3008 Bern, Switzerland;
- Department of Psychology, University of Bern, 3012 Bern, Switzerland
| | - Thomas Nyffeler
- Neurocenter, Luzerner Kantonsspital, 6000 Lucerne, Switzerland; (N.G.); (B.C.K.); (H.R.); (N.M.); (D.C.)
- ARTORG Center for Biomedical Engineering Research, University of Bern, 3008 Bern, Switzerland;
- Department of Neurology, Inselspital, University Hospital, University of Bern, 3010 Bern, Switzerland
- Correspondence: ; Tel.: +41-41-205-5686
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Diana L, Scotti G, Aiello EN, Pilastro P, Eberhard-Moscicka AK, Müri RM, Bolognini N. Conventional and HD-tDCS May (or May Not) Modulate Overt Attentional Orienting: An Integrated Spatio-Temporal Approach and Methodological Reflections. Brain Sci 2021; 12:brainsci12010071. [PMID: 35053814 PMCID: PMC8773815 DOI: 10.3390/brainsci12010071] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Revised: 12/29/2021] [Accepted: 12/30/2021] [Indexed: 11/16/2022] Open
Abstract
Transcranial Direct Current Stimulation (tDCS) has been employed to modulate visuo-spatial attentional asymmetries, however, further investigation is needed to characterize tDCS-associated variability in more ecological settings. In the present research, we tested the effects of offline, anodal conventional tDCS (Experiment 1) and HD-tDCS (Experiment 2) delivered over the posterior parietal cortex (PPC) and Frontal Eye Field (FEF) of the right hemisphere in healthy participants. Attentional asymmetries were measured by means of an eye tracking-based, ecological paradigm, that is, a Free Visual Exploration task of naturalistic pictures. Data were analyzed from a spatiotemporal perspective. In Experiment 1, a pre-post linear mixed model (LMM) indicated a leftward attentional shift after PPC tDCS; this effect was not confirmed when the individual baseline performance was considered. In Experiment 2, FEF HD-tDCS was shown to induce a significant leftward shift of gaze position, which emerged after 6 s of picture exploration and lasted for 200 ms. The present results do not allow us to conclude on a clear efficacy of offline conventional tDCS and HD-tDCS in modulating overt visuospatial attention in an ecological setting. Nonetheless, our findings highlight a complex relationship among stimulated area, focality of stimulation, spatiotemporal aspects of deployment of attention, and the role of individual baseline performance in shaping the effects of tDCS.
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Affiliation(s)
- Lorenzo Diana
- Ph.D. Program in Neuroscience, School of Medicine and Surgery, University of Milano-Bicocca, 20900 Monza, Italy;
- Correspondence:
| | - Giulia Scotti
- Department of Psychology, University of Milano-Bicocca, 20126 Milan, Italy; (G.S.); (P.P.)
| | - Edoardo N. Aiello
- Ph.D. Program in Neuroscience, School of Medicine and Surgery, University of Milano-Bicocca, 20900 Monza, Italy;
| | - Patrick Pilastro
- Department of Psychology, University of Milano-Bicocca, 20126 Milan, Italy; (G.S.); (P.P.)
| | - Aleksandra K. Eberhard-Moscicka
- Perception and Eye Movement Laboratory, Departments of Neurology and BioMedical Research, Bern University Hospital Inselspital, University of Bern, 3010 Bern, Switzerland; (A.K.E.-M.); (R.M.M.)
- Department of Neurology, Bern University Hospital Inselspital, University of Bern, 3010 Bern, Switzerland
| | - René M. Müri
- Perception and Eye Movement Laboratory, Departments of Neurology and BioMedical Research, Bern University Hospital Inselspital, University of Bern, 3010 Bern, Switzerland; (A.K.E.-M.); (R.M.M.)
- Department of Neurology, Bern University Hospital Inselspital, University of Bern, 3010 Bern, Switzerland
| | - Nadia Bolognini
- Department of Psychology & Milan Center for Neuroscience (NeuroMI), University of Milano-Bicocca, 20126 Milan, Italy;
- Laboratory of Neuropsychology, Istituto Auxologico Italiano, IRCCS, 20122 Milan, Italy
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12
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Spatial asymmetries ("pseudoneglect") in free visual exploration-modulation of age and relationship to line bisection. Exp Brain Res 2021; 239:2693-2700. [PMID: 34218299 PMCID: PMC8448707 DOI: 10.1007/s00221-021-06165-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Accepted: 06/23/2021] [Indexed: 11/27/2022]
Abstract
When humans visually explore an image, they typically tend to start exploring its left side. This phenomenon, so-called pseudoneglect, is well known, but its time-course has only sparsely been studied. Furthermore, it is unclear whether age influences pseudoneglect, and the relationship between visuo-spatial attentional asymmetries in a free visual exploration task and a classical line bisection task has not been established. To address these questions, 60 healthy participants, aged between 22 and 86, were assessed by means of a free visual exploration task with a series of naturalistic, colour photographs of everyday scenes, while their gaze was recorded by means of a contact-free eye-tracking system. Furthermore, a classical line bisection task was administered, and information concerning handedness and subjective alertness during the experiment was obtained. The results revealed a time-sensitive window during visual exploration, between 260 and 960 ms, in which age was a significant predictor of the leftward bias in gaze position, i.e., of pseudoneglect. Moreover, pseudoneglect as assessed by the line bisection task correlated with the average gaze position throughout a time-window of 300–1490 ms during the visual exploration task. These results suggest that age influences visual exploration and pseudoneglect in a time-sensitive fashion, and that the degree of pseudoneglect in the line bisection task correlates with the average gaze position during visual exploration in a time-sensitive manner.
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13
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Kaufmann BC, Cazzoli D, Koenig-Bruhin M, Müri RM, Nef T, Nyffeler T. Video-Oculography During Free Visual Exploration to Detect Right Spatial Neglect in Left-Hemispheric Stroke Patients With Aphasia: A Feasibility Study. Front Neurosci 2021; 15:640049. [PMID: 33854413 PMCID: PMC8039453 DOI: 10.3389/fnins.2021.640049] [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: 12/10/2020] [Accepted: 02/24/2021] [Indexed: 11/13/2022] Open
Abstract
Spatial neglect has been shown to occur in 17–65% of patients after acute left-hemispheric stroke. One reason for this varying incidence values might be that left-hemispheric stroke is often accompanied by aphasia, which raises difficulties in assessing attention deficits with conventional neuropsychological tests entailing verbal instructions. Video-oculography during free visual exploration (FVE) requires only little understanding of simple non-verbal instruction and has been shown to be a sensitive and reliable tool to detect spatial neglect in patients with right-hemispheric stroke. In the present study, we aimed to investigate the feasibility of FVE to detect neglect in 10 left-hemispheric stroke patients with mild to severe aphasia as assessed by means of the Token Test, Boston Naming Test and Aachener Aphasie Test. The patient’s individual deviation between eye movement calibration and validation was recorded and compared to 20 age-matched healthy controls. Furthermore, typical FVE parameters such as the landing point of the first fixation, the mean gaze position (in ° of visual angle), the number and duration of visual fixations and the mean visual exploration area were compared between groups. In addition, to evaluate for neglect, the Bells cancellation test was performed and neglect severity in daily living was measured by means of the Catherine Bergego Scale (CBS). Our results showed that the deviation between calibration and validation did not differ between aphasia patients and healthy controls highlighting its feasibility. Furthermore, FVE revealed the typical neglect pattern with a significant leftward shift in visual exploration bahaviour, which highly correlated with neglect severity as assessed with CBS. The present study provides evidence that FVE has the potential to be used as a neglect screening tool in left-hemispheric stroke patients with aphasia in which compliance with verbal test instructions may be compromised by language deficits.
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Affiliation(s)
- Brigitte C Kaufmann
- Perception and Eye Movement Laboratory, Department of Neurology, University of Bern, Bern, Switzerland.,Neurocenter, Luzerner Kantonsspital, Lucerne, Switzerland.,CNRS, Institut du Cerveau-Paris Brain Institute-ICM, Inserm, Sorbonne Université, Paris, France
| | - Dario Cazzoli
- Perception and Eye Movement Laboratory, Department of Neurology, University of Bern, Bern, Switzerland.,Neurocenter, Luzerner Kantonsspital, Lucerne, Switzerland.,Gerontechnology and Rehabilitation Group, ARTORG Center for Biomedical Engineering Research University of Bern, Bern, Switzerland
| | | | - René M Müri
- Perception and Eye Movement Laboratory, Department of Neurology, University of Bern, Bern, Switzerland.,Gerontechnology and Rehabilitation Group, ARTORG Center for Biomedical Engineering Research University of Bern, Bern, Switzerland
| | - Tobias Nef
- Gerontechnology and Rehabilitation Group, ARTORG Center for Biomedical Engineering Research University of Bern, Bern, Switzerland
| | - Thomas Nyffeler
- Perception and Eye Movement Laboratory, Department of Neurology, University of Bern, Bern, Switzerland.,Neurocenter, Luzerner Kantonsspital, Lucerne, Switzerland.,Gerontechnology and Rehabilitation Group, ARTORG Center for Biomedical Engineering Research University of Bern, Bern, Switzerland
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14
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Ignoring space around a painful limb? No evidence for a body-related visuospatial attention bias in complex regional pain syndrome. Cortex 2020; 136:89-108. [PMID: 33494023 DOI: 10.1016/j.cortex.2020.12.007] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Revised: 11/06/2020] [Accepted: 12/07/2020] [Indexed: 01/12/2023]
Abstract
BACKGROUND Complex Regional Pain Syndrome (CRPS) is a disorder of severe chronic pain in one or more limb(s). People with CRPS report unusual perceptions of the painful limb suggesting altered body representations, as well as difficulty attending to their affected limb (i.e., a 'neglect-like' attention bias). Altered body representations and attention in CRPS might be related, however, existing evidence is unclear. We hypothesized that if there were a body-related visuospatial attention bias in CRPS, then any attention bias away from the affected side should be larger for or limited to circumstances when the (impaired) body representation is involved in the task versus when this is not the case. METHODS We included 40 people with CRPS, 40 with other limb pain conditions, and 40 pain-free controls. In half of the people with pain, their upper limb was affected, in the other half their lower limb. We administered computerized tasks of spatial attention, including free viewing of images, shape cancellation, temporal order judgement, and dot-probe. The degree to which different versions of each task involved body representation was manipulated by one or more of the following: (1) presenting stimuli nearer versus further away from the body, (2) using body related versus neutral stimuli, and (3) inducing mental rotation of body parts versus no mental rotation. In addition to perceptual judgements, eye movements were recorded as a sensitive index of spatial attention. Bayesian repeated measures analyses were performed. RESULTS We found no evidence for a (body-related) visuospatial attention bias in upper limb CRPS. Secondary analyses suggested the presence of a body-related visuospatial attention bias away from the affected side in some participants with lower limb CRPS. DISCUSSION Our results add to growing evidence that there might be no general visuospatial attention bias away from the affected side in CRPS.
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15
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Kaufmann BC, Cazzoli D, Müri RM, Nef T, Nyffeler T. Test-Retest-Reliability of Video-Oculography During Free Visual Exploration in Right-Hemispheric Stroke Patients With Neglect. Front Neurosci 2020; 14:731. [PMID: 32792896 PMCID: PMC7385379 DOI: 10.3389/fnins.2020.00731] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Accepted: 06/19/2020] [Indexed: 11/13/2022] Open
Abstract
The Mean gaze position during free visual exploration (FVE) is a sensitive tool to detect neglect in patients after a right-hemispheric stroke. Here we investigated the test-retest-reliability of mean gaze position during FVE in 23 patients with left-sided neglect after a first-ever sub-acute right-hemispheric stroke. We analyzed the reliability between different test sets administered within 11 days (test sets A and B, each including different images and their mirrored versions), and between repeated measures using the same test set administered three times within 2 days (test set C, including the same images and their mirrored versions). The intra-class correlation coefficient (ICC) showed good reliability between the two different test sets (test sets A and B; ICC = 0.819), and excellent reliability for the repeated measures with the same test set C (ICC = 0.964). FVE can therefore be recommended for the longitudinal assessments of patients’ neglect severity during neurorehabilitation as well as in treatment trials.
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Affiliation(s)
- Brigitte Charlotte Kaufmann
- Perception and Eye Movement Laboratory, Department of Neurology and BioMedical Research, University of Bern, Bern, Switzerland.,Neurocenter, Luzerner Kantonsspital, Lucerne, Switzerland
| | - Dario Cazzoli
- Perception and Eye Movement Laboratory, Department of Neurology and BioMedical Research, University of Bern, Bern, Switzerland.,Gerontechnology and Rehabilitation Group, ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland
| | - René Martin Müri
- Perception and Eye Movement Laboratory, Department of Neurology and BioMedical Research, University of Bern, Bern, Switzerland.,Gerontechnology and Rehabilitation Group, ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland
| | - Tobias Nef
- Gerontechnology and Rehabilitation Group, ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland
| | - Thomas Nyffeler
- Perception and Eye Movement Laboratory, Department of Neurology and BioMedical Research, University of Bern, Bern, Switzerland.,Neurocenter, Luzerner Kantonsspital, Lucerne, Switzerland.,Gerontechnology and Rehabilitation Group, ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland
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16
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Machner B, Lencer MC, Möller L, von der Gablentz J, Heide W, Helmchen C, Sprenger A. Unbalancing the Attentional Priority Map via Gaze-Contingent Displays Induces Neglect-Like Visual Exploration. Front Hum Neurosci 2020; 14:41. [PMID: 32153377 PMCID: PMC7045871 DOI: 10.3389/fnhum.2020.00041] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2019] [Accepted: 01/27/2020] [Indexed: 11/15/2022] Open
Abstract
Selective spatial attention is a crucial cognitive process that guides us to the behaviorally relevant objects in a complex visual world by using exploratory eye movements. The spatial location of objects, their (bottom-up) saliency and (top-down) relevance is assumed to be encoded in one “attentional priority map” in the brain, using different egocentric (eye-, head- and trunk-centered) spatial reference frames. In patients with hemispatial neglect, this map is supposed to be imbalanced, leading to a spatially biased exploration of the visual environment. As a proof of concept, we altered the visual saliency (and thereby attentional priority) of objects in a naturalistic scene along a left-right spatial gradient and investigated whether this can induce a bias in the exploratory eye movements of healthy humans (n = 28; all right-handed; mean age: 23 years, range 19–48). We developed a computerized mask, using high-end “gaze-contingent display (GCD)” technology, that immediately and continuously reduced the saliency of objects on the left—“left” with respect to the head (body-centered) and the current position on the retina (eye-centered). In both experimental conditions, task-free viewing and goal-driven visual search, this modification induced a mild but significant bias in visual exploration similar to hemispatial neglect. Accordingly, global eye movement parameters changed (reduced number and increased duration of fixations) and the spatial distribution of fixations indicated an attentional bias towards the right (rightward shift of first orienting, fixations favoring the scene’s outmost right over left). Our results support the concept of an attentional priority map in the brain as an interface between perception and behavior and as one pathophysiological ground of hemispatial neglect.
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Affiliation(s)
- Björn Machner
- Department of Neurology, University of Lübeck, Lübeck, Germany
| | - Marie C Lencer
- Department of Psychology II, University of Lübeck, Lübeck, Germany
| | - Lisa Möller
- Department of Neurology, University of Lübeck, Lübeck, Germany
| | | | - Wolfgang Heide
- Department of Neurology, General Hospital Celle, Celle, Germany
| | | | - Andreas Sprenger
- Department of Neurology, University of Lübeck, Lübeck, Germany.,Department of Psychology II, University of Lübeck, Lübeck, Germany
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17
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Maza A, Moliner B, Ferri J, Llorens R. Visual Behavior, Pupil Dilation, and Ability to Identify Emotions From Facial Expressions After Stroke. Front Neurol 2020; 10:1415. [PMID: 32116988 PMCID: PMC7016192 DOI: 10.3389/fneur.2019.01415] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2019] [Accepted: 12/27/2019] [Indexed: 11/16/2022] Open
Abstract
Social cognition is the innate human ability to interpret the emotional state of others from contextual verbal and non-verbal information, and to self-regulate accordingly. Facial expressions are one of the most relevant sources of non-verbal communication, and their interpretation has been extensively investigated in the literature, using both behavioral and physiological measures, such as those derived from visual activity and visual responses. The decoding of facial expressions of emotion is performed by conscious and unconscious cognitive processes that involve a complex brain network that can be damaged after cerebrovascular accidents. A diminished ability to identify facial expressions of emotion has been reported after stroke, which has traditionally been attributed to impaired emotional processing. While this can be true, an alteration in visual behavior after brain injury could also negatively contribute to this ability. This study investigated the accuracy, distribution of responses, visual behavior, and pupil dilation of individuals with stroke while identifying emotional facial expressions. Our results corroborated impaired performance after stroke and exhibited decreased attention to the eyes, evidenced by a diminished time and number of fixations made in this area in comparison to healthy subjects and comparable pupil dilation. The differences in visual behavior reached statistical significance in some emotions when comparing individuals with stroke with impaired performance with healthy subjects, but not when individuals post-stroke with comparable performance were considered. The performance dependence of visual behavior, although not determinant, might indicate that altered visual behavior could be a negatively contributing factor for emotion recognition from facial expressions.
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Affiliation(s)
- Anny Maza
- Neurorehabilitation and Brain Research Group, Instituto de Investigación e Innovación en Bioingeniería, Universitat Politècnica de València, Valencia, Spain
| | - Belén Moliner
- NEURORHB, Servicio de Neurorrehabilitación de Hospitales Vithas, Valencia, Spain
| | - Joan Ferri
- NEURORHB, Servicio de Neurorrehabilitación de Hospitales Vithas, Valencia, Spain
| | - Roberto Llorens
- Neurorehabilitation and Brain Research Group, Instituto de Investigación e Innovación en Bioingeniería, Universitat Politècnica de València, Valencia, Spain.,NEURORHB, Servicio de Neurorrehabilitación de Hospitales Vithas, Valencia, Spain
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18
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Kaufmann BC, Knobel SEJ, Nef T, Müri RM, Cazzoli D, Nyffeler T. Visual Exploration Area in Neglect: A New Analysis Method for Video-Oculography Data Based on Foveal Vision. Front Neurosci 2020; 13:1412. [PMID: 32038129 PMCID: PMC6987148 DOI: 10.3389/fnins.2019.01412] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2019] [Accepted: 12/13/2019] [Indexed: 11/13/2022] Open
Abstract
Video-oculography during free visual exploration (FVE) is a valuable tool to evaluate visual attention spatial allocation in neglect patients after right-hemispheric stroke. In conventional FVE analyses, the position of a visual fixation is conceived as a single point in space. Here, we describe a new complementary method to analyze FVE data based on foveal vision, leading to an accurate estimate of the portion of the picture that was effectively explored. In 15 neglect patients and 20 healthy controls, visual exploration areas (i.e., considering 1° visual angle around every single fixation) were computed. Furthermore, the proportion of single and overlapping fixations was analyzed. Overlapping fixations were further categorized into capture fixations (successive overlapping fixation, putatively reflecting problem of disengagement) and re-capture fixations (temporally distant overlapping fixations, putatively reflecting spatial working memory deficits). The results of this new analysis approach were compared to the ones of conventional approaches. Conventional analyses showed the typical visual attention deficits in neglect patients versus healthy controls: significantly less fixations and time spent within the left and significantly more fixations and time spent within the right screen half. According to the results of our new approach, patients showed a significantly smaller visual exploration area within the left screen half. However, the right visual exploration area did not differ between groups. Furthermore, in neglect patients, the proportion of overlapping fixations within the right screen half was significantly higher than within the left screen half, as well as significantly higher than in healthy controls within either screen halves. Whereas neglect patients showed significantly more capture fixations than healthy controls, the number of re-capture fixations did not differ between groups. These results suggest that, in neglect patients, the efficiency of visual exploration is also reduced within the right screen half and that impaired disengagement might be an important mechanism leading to overlapping fixations. Our new analysis of the visual exploration area, based on foveal vision, may be a promising additional approach in visual attention research. It allows to accurately measure the portion of the picture that was effectively explored, disentangle single from overlapping fixations, and distinguish between capture and re-capture fixations.
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Affiliation(s)
- Brigitte Charlotte Kaufmann
- Perception and Eye Movement Laboratory, Departments of Neurology and BioMedical Research, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.,Neurocenter, Luzerner Kantonsspital, Lucerne, Switzerland
| | - Samuel Elia Johannes Knobel
- Gerontechnology and Rehabilitation Group, ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland
| | - Tobias Nef
- Gerontechnology and Rehabilitation Group, ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland
| | - René Martin Müri
- Perception and Eye Movement Laboratory, Departments of Neurology and BioMedical Research, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.,Gerontechnology and Rehabilitation Group, ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland
| | - Dario Cazzoli
- Perception and Eye Movement Laboratory, Departments of Neurology and BioMedical Research, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.,Gerontechnology and Rehabilitation Group, ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland
| | - Thomas Nyffeler
- Perception and Eye Movement Laboratory, Departments of Neurology and BioMedical Research, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.,Neurocenter, Luzerner Kantonsspital, Lucerne, Switzerland.,Gerontechnology and Rehabilitation Group, ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland
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