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Chia ZK, Kong AW, Turner ML, Saifee M, Damato BE, Backus BT, Blaha JJ, Schuman JS, Deiner MS, Ou Y. Assessment of Remote Training, At-Home Testing, and Test-Retest Variability of a Novel Test for Clustered Virtual Reality Perimetry. Ophthalmol Glaucoma 2024; 7:139-147. [PMID: 37619815 DOI: 10.1016/j.ogla.2023.08.006] [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: 09/21/2022] [Revised: 07/08/2023] [Accepted: 08/15/2023] [Indexed: 08/26/2023]
Abstract
OBJECTIVE To assess the feasibility of remotely training glaucoma patients to take a 10-session clustered virtual reality (VR) visual field (VF) test (Vivid Vision Perimetry [VVP-10]) at home, analyze results for test-retest variability, and assess correspondence with conventional perimetry. DESIGN Cross-sectional study. SUBJECTS Twenty-one subjects with glaucoma were enrolled and included in the feasibility assessment of remote training. Thirty-six eyes were used for test-retest analysis and determination of concordance with the Humphrey Field Analyzer (HFA). METHODS Subjects were provided with a mobile VR headset containing the VVP-10 test software and trained remotely via video conferencing. Subjects were instructed to complete 10 sessions over a 14-day period. MAIN OUTCOME MEASURES Feasibility was determined by the number of subjects who were able to independently complete VVP-10 over the 14-day period after 1 remote training session. The intraclass correlation coefficient (ICC) for average fraction seen across 10 sessions and the standard error (SE) of the mean were primary outcome measures for assessing test-retest variability. Correlation with HFA mean sensitivity (MS) across eyes, was a secondary outcome measure. RESULTS Twenty subjects (95%) successfully completed the VVP-10 test series after 1 training session. The ICC for VVP-10 was 0.95 (95% confidence interval [CI], 0.92-0.97). The mean SE in units of fraction seen was 0.012. The Spearman correlations between VVP-10 average fraction seen and HFA MS were 0.87 (95% CI, 0.66-0.98) for moderate-to-advanced glaucoma eyes, and decreased to 0.67 (95% CI, 0.28-0.94) when all eyes were included. CONCLUSIONS Remote training of patients at home is feasible, and subsequent remote clustered VF testing using VVP-10 by patients on their own, without any further interactions with caregivers or study staff, was possible. At-home VVP-10 results demonstrated low test-retest variability. Future studies must be conducted to determine if VVP-10, taken at home as convenient for the patient, may be a viable supplement to provide equivalent or complementary results to that of standard in-clinic assessment of visual function in glaucoma. FINANCIAL DISCLOSURE(S) Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.
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Affiliation(s)
- Zer Keen Chia
- Department of Ophthalmology, UCSF School of Medicine, San Francisco, California
| | - Alan W Kong
- Department of Ophthalmology, UCSF School of Medicine, San Francisco, California
| | - Marcus L Turner
- Department of Ophthalmology, UCSF School of Medicine, San Francisco, California
| | - Murtaza Saifee
- Department of Ophthalmology, UCSF School of Medicine, San Francisco, California
| | - Bertil E Damato
- Department of Ophthalmology, UCSF School of Medicine, San Francisco, California
| | | | | | - Joel S Schuman
- Glaucoma Service, Wills Eye Hospital, Philadelphia, Pennsylvania; Vickie and Jack Farber Vision Research Center, Wills Eye Hospital, Philadelphia, Pennsylvania; Department of Ophthalmology, Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, Pennsylvania; Department of Bioengineering, Swanson School of Engineering, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Michael S Deiner
- Department of Ophthalmology, UCSF School of Medicine, San Francisco, California
| | - Yvonne Ou
- Department of Ophthalmology, UCSF School of Medicine, San Francisco, California.
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Zhang X, Jiang J, Kong K, Li F, Chen S, Wang P, Song Y, Lin F, Lin TPH, Zangwill LM, Ohno-Matsui K, Jonas JB, Weinreb RN, Lam DSC. Optic neuropathy in high myopia: Glaucoma or high myopia or both? Prog Retin Eye Res 2024; 99:101246. [PMID: 38262557 DOI: 10.1016/j.preteyeres.2024.101246] [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: 10/12/2023] [Revised: 01/17/2024] [Accepted: 01/19/2024] [Indexed: 01/25/2024]
Abstract
Due to the increasing prevalence of high myopia around the world, structural and functional damages to the optic nerve in high myopia has recently attracted much attention. Evidence has shown that high myopia is related to the development of glaucomatous or glaucoma-like optic neuropathy, and that both have many common features. These similarities often pose a diagnostic challenge that will affect the future management of glaucoma suspects in high myopia. In this review, we summarize similarities and differences in optic neuropathy arising from non-pathologic high myopia and glaucoma by considering their respective structural and functional characteristics on fundus photography, optical coherence tomography scanning, and visual field tests. These features may also help to distinguish the underlying mechanisms of the optic neuropathies and to determine management strategies for patients with high myopia and glaucoma.
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Affiliation(s)
- Xiulan Zhang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, 510060, China.
| | - Jingwen Jiang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, 510060, China.
| | - Kangjie Kong
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, 510060, China.
| | - Fei Li
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, 510060, China.
| | - Shida Chen
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, 510060, China.
| | - Peiyuan Wang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, 510060, China.
| | - Yunhe Song
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, 510060, China.
| | - Fengbin Lin
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, 510060, China.
| | - Timothy P H Lin
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, China.
| | - Linda M Zangwill
- Hamilton Glaucoma Center, Viterbi Family Department of Ophthalmology and Shiley Eye Institute, University of California San Diego, La Jolla, CA, USA.
| | - Kyoko Ohno-Matsui
- Department of Ophthalmology and Visual Science, Tokyo Medical and Dental University, Tokyo, Japan.
| | - Jost B Jonas
- Department of Ophthalmology, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany; Institute of Molecular and Clinical Ophthalmology, Basel, Switzerland.
| | - Robert N Weinreb
- Hamilton Glaucoma Center, Viterbi Family Department of Ophthalmology and Shiley Eye Institute, University of California San Diego, La Jolla, CA, USA.
| | - Dennis S C Lam
- The International Eye Research Institute of the Chinese University of Hong Kong (Shenzhen), Shenzhen, China; The C-MER Dennis Lam & Partners Eye Center, C-MER International Eye Care Group, Hong Kong, China.
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3
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Meethal NSK, Mazumdar D, Thepass G, Lemij HG, van der Steen J, Pel JJM, George R. Effect of ethnic diversity on the saccadic reaction time among healthy Indian and Dutch adults. Sci Rep 2024; 14:551. [PMID: 38177172 PMCID: PMC10766981 DOI: 10.1038/s41598-023-50670-8] [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: 10/13/2022] [Accepted: 12/22/2023] [Indexed: 01/06/2024] Open
Abstract
Eye movement perimetry (EMP) expresses the decline in visual field (VF) responsiveness based on the deviation in saccadic reaction times (SRTs) from their expected age-similar responses (normative database). Since ethnic dissimilarities tend to affect saccade parameters, we evaluated the effect of such a factor on SRT and its interaction with age, stimulus eccentricity, and intensity. 149 healthy adults, spread into five age groups, drawn from Indian and Dutch ethnicities underwent a customized EMP protocol integrated with a saccade task from which the SRTs to 'seen' visual stimuli were computed. The EMP test had a total of 54 coordinates (five stimulus eccentricities) tested using Goldmann size III visual stimuli presented at four stimulus intensity (SI) levels against a constant background. Considering SRT as a dependent variable, a Generalized Linear Mixed Model analysis was conducted that revealed a statistically significant (p < 0.001) influence of ethnicity and interaction between the tested factors (ethnicity × age × stimulus eccentricity × intensity). However, during the post hoc analysis, out of the 100 possible pair-wise comparisons, only 6% (minor proportion) of the estimates showed statistical significance. Hence, the ethnic-specific differences need not be accounted for while implementing EMP in a diverse set of populations instead a collective database might serve the purpose.
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Affiliation(s)
- Najiya Sundus K Meethal
- Department of Neuroscience, Vestibular and Ocular Motor Research Group, Erasmus MC, Rotterdam, The Netherlands
- Medical Research Foundation, Chennai, India
| | - Deepmala Mazumdar
- Department of Neuroscience, Vestibular and Ocular Motor Research Group, Erasmus MC, Rotterdam, The Netherlands
- Medical Research Foundation, Chennai, India
| | - Gijs Thepass
- Department of Neuroscience, Vestibular and Ocular Motor Research Group, Erasmus MC, Rotterdam, The Netherlands
- Rotterdam Ophthalmic Institute, Rotterdam, The Netherlands
| | - Hans G Lemij
- Glaucoma Service, Rotterdam Eye Hospital, Rotterdam, The Netherlands
| | - Johannes van der Steen
- Department of Neuroscience, Vestibular and Ocular Motor Research Group, Erasmus MC, Rotterdam, The Netherlands
| | - Johan J M Pel
- Department of Neuroscience, Vestibular and Ocular Motor Research Group, Erasmus MC, Rotterdam, The Netherlands
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Vrijling ACL, de Boer MJ, Renken RJ, Marsman JBC, Grillini A, Petrillo CE, Heutink J, Jansonius NM, Cornelissen FW. Stimulus contrast, pursuit mode, and age strongly influence tracking performance on a continuous visual tracking task. Vision Res 2023; 205:108188. [PMID: 36773370 DOI: 10.1016/j.visres.2023.108188] [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: 05/24/2022] [Revised: 01/23/2023] [Accepted: 01/23/2023] [Indexed: 02/12/2023]
Abstract
Human observers tend to naturally track moving stimuli. This tendency may be exploited towards an intuitive means of screening visual function as an impairment induced reduction in stimulus visibility will decrease tracking performance. Yet, to be able to detect subtle impairments, stimulus contrast is critical. If too high, the decrease in performance may remain undetected. Therefore, for this approach to become reliable and sensitive, we need a detailed understanding of how age, stimulus contrast, and the type of stimulus movement affect continuous tracking performance. To do so, we evaluated how well twenty younger and twenty older participants tracked a semi-randomly moving stimulus (Goldmann size III, 0.43 degrees of visual angle), presented at five contrast levels (5%-10%-20%-40%-80%). The stimulus could move smoothly only (smooth pursuit mode) or in alternation with displacements (saccadic pursuit mode). Additionally, we assessed static foveal and peripheral contrast thresholds. For all participants, tracking performance improved with increasing contrast in both pursuit modes. To reach threshold performance levels, older participants required about twice as much contrast (20% vs. 10% and 40% vs. 20% in smooth and saccadic modes respectively). Saccadic pursuit detection thresholds correlated significantly with static peripheral contrast thresholds (rho = 0.64). Smooth pursuit detection thresholds were uncorrelated with static foveal contrast thresholds (rho = 0.29). We conclude that continuous visual stimulus tracking is strongly affected by stimulus contrast, pursuit mode, and age. This provides essential insights that can be applied towards new and intuitive approaches of screening visual function.
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Affiliation(s)
- A C L Vrijling
- Laboratory of Experimental Ophthalmology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands; Royal Dutch Visio, Centre of Expertise for Blind and Partially Sighted People, Huizen, the Netherlands.
| | - M J de Boer
- Laboratory of Experimental Ophthalmology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - R J Renken
- Cognitive Neuroscience Center, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - J B C Marsman
- Cognitive Neuroscience Center, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | | | | | - J Heutink
- Royal Dutch Visio, Centre of Expertise for Blind and Partially Sighted People, Huizen, the Netherlands; Department of Clinical and Developmental Neuropsychology, University of Groningen, Groningen, the Netherlands
| | - N M Jansonius
- Laboratory of Experimental Ophthalmology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands; Department of Ophthalmology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - F W Cornelissen
- Laboratory of Experimental Ophthalmology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
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5
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Soans RS, Renken RJ, John J, Bhongade A, Raj D, Saxena R, Tandon R, Gandhi TK, Cornelissen FW. Patients Prefer a Virtual Reality Approach Over a Similarly Performing Screen-Based Approach for Continuous Oculomotor-Based Screening of Glaucomatous and Neuro-Ophthalmological Visual Field Defects. Front Neurosci 2021; 15:745355. [PMID: 34690682 PMCID: PMC8526798 DOI: 10.3389/fnins.2021.745355] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Accepted: 09/13/2021] [Indexed: 11/15/2022] Open
Abstract
Standard automated perimetry (SAP) is the gold standard for evaluating the presence of visual field defects (VFDs). Nevertheless, it has requirements such as prolonged attention, stable fixation, and a need for a motor response that limit application in various patient groups. Therefore, a novel approach using eye movements (EMs) - as a complementary technique to SAP - was developed and tested in clinical settings by our group. However, the original method uses a screen-based eye-tracker which still requires participants to keep their chin and head stable. Virtual reality (VR) has shown much promise in ophthalmic diagnostics - especially in terms of freedom of head movement and precise control over experimental settings, besides being portable. In this study, we set out to see if patients can be screened for VFDs based on their EM in a VR-based framework and if they are comparable to the screen-based eyetracker. Moreover, we wanted to know if this framework can provide an effective and enjoyable user experience (UX) compared to our previous approach and the conventional SAP. Therefore, we first modified our method and implemented it on a VR head-mounted device with built-in eye tracking. Subsequently, 15 controls naïve to SAP, 15 patients with a neuro-ophthalmological disorder, and 15 glaucoma patients performed three tasks in a counterbalanced manner: (1) a visual tracking task on the VR headset while their EM was recorded, (2) the preceding tracking task but on a conventional screen-based eye tracker, and (3) SAP. We then quantified the spatio-temporal properties (STP) of the EM of each group using a cross-correlogram analysis. Finally, we evaluated the human-computer interaction (HCI) aspects of the participants in the three methods using a user-experience questionnaire. We find that: (1) the VR framework can distinguish the participants according to their oculomotor characteristics; (2) the STP of the VR framework are similar to those from the screen-based eye tracker; and (3) participants from all the groups found the VR-screening test to be the most attractive. Thus, we conclude that the EM-based approach implemented in VR can be a user-friendly and portable companion to complement existing perimetric techniques in ophthalmic clinics.
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Affiliation(s)
- Rijul Saurabh Soans
- Department of Electrical Engineering, Indian Institute of Technology – Delhi, New Delhi, India
- Laboratory of Experimental Ophthalmology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Remco J. Renken
- Department of Biomedical Sciences of Cells and Systems, Cognitive Neuroscience Center, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - James John
- Department of Electrical Engineering, Indian Institute of Technology – Delhi, New Delhi, India
| | - Amit Bhongade
- Department of Electrical Engineering, Indian Institute of Technology – Delhi, New Delhi, India
| | - Dharam Raj
- Department of Ophthalmology, Dr. Rajendra Prasad Centre for Ophthalmic Sciences, All India Institute of Medical Sciences, New Delhi, India
| | - Rohit Saxena
- Department of Ophthalmology, Dr. Rajendra Prasad Centre for Ophthalmic Sciences, All India Institute of Medical Sciences, New Delhi, India
| | - Radhika Tandon
- Department of Ophthalmology, Dr. Rajendra Prasad Centre for Ophthalmic Sciences, All India Institute of Medical Sciences, New Delhi, India
| | - Tapan Kumar Gandhi
- Department of Electrical Engineering, Indian Institute of Technology – Delhi, New Delhi, India
| | - Frans W. Cornelissen
- Laboratory of Experimental Ophthalmology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
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6
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Thepass G, Lemij HG, Vermeer KA, van der Steen J, Pel JJM. Slowed Saccadic Reaction Times in Seemingly Normal Parts of Glaucomatous Visual Fields. Front Med (Lausanne) 2021; 8:679297. [PMID: 34513866 PMCID: PMC8426641 DOI: 10.3389/fmed.2021.679297] [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: 03/11/2021] [Accepted: 08/02/2021] [Indexed: 11/13/2022] Open
Abstract
Purpose: In eye movement perimetry, peripheral stimuli are confirmed by goal-directed eye movements toward the stimulus. The saccadic reaction time (SRT) is regarded as an index of visual field responsiveness, whereas in standard automated perimetry (SAP), the visual field sensitivity is tested. We investigated the relation between visual field sensitivity and responsiveness in corresponding locations of the visual field in healthy controls and in patients with mild, moderate and advanced glaucoma. Materials and Methods: Thirty-four healthy control subjects and 42 glaucoma patients underwent a 54-point protocol in eye movement perimetry (EMP) and a 24-2 SITA standard protocol in a Humphrey Field Analyzer. The visual field points were stratified by total deviation sensitivity loss in SAP into 6 strata. A generalized linear mixed model was applied to determine the influence of the various factors. Results: The generalized linear mixed model showed that the mean SRT increased with increasing glaucoma severity, from 479 ms in the control eyes to 678 ms in the eyes of patients with advanced glaucoma (p < 0.001). Mean SRTs significantly increased with increasing SAP sensitivity loss. Even at the locations where no sensitivity loss was detected by SAP (total deviation values greater or equal than 0 dB), we found lengthened SRTs in mild, moderate and advanced glaucoma compared to healthy controls (p < 0.05) and in moderate and advanced glaucoma compared to mild glaucoma (p < 0.05). At locations with total deviation values between 0 and −3 dB, −3 and −6 dB and −6 and −12 dB, we found similar differences. Conclusions: The lengthened SRT in areas with normal retinal sensitivities in glaucomatous eyes, i.e., planning and execution of saccades to specific locations, precede altered sensory perception as assessed with SAP. Better understanding of altered sensory processing in glaucoma might allow earlier diagnosis of emerging glaucoma.
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Affiliation(s)
- Gijs Thepass
- Vestibular and Ocular Motor Research Group, Department of Neuroscience, Erasmus MC, Rotterdam, Netherlands.,Rotterdam Ophthalmic Institute, Rotterdam, Netherlands
| | - Hans G Lemij
- Glaucoma Service, Rotterdam Eye Hospital, Rotterdam, Netherlands
| | | | - Johannes van der Steen
- Vestibular and Ocular Motor Research Group, Department of Neuroscience, Erasmus MC, Rotterdam, Netherlands.,Royal Dutch Visio, Huizen, Netherlands
| | - Johan J M Pel
- Vestibular and Ocular Motor Research Group, Department of Neuroscience, Erasmus MC, Rotterdam, Netherlands
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Perperidis A, McTrusty AD, Cameron LA, Murray IC, Brash HM, Fleck BW, Minns RA, Tatham AJ. The Assessment of Visual Fields in Infants Using Saccadic Vector Optokinetic Perimetry (SVOP): A Feasibility Study. Transl Vis Sci Technol 2021; 10:14. [PMID: 34003948 PMCID: PMC7961122 DOI: 10.1167/tvst.10.3.14] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Accepted: 12/30/2020] [Indexed: 11/30/2022] Open
Abstract
Purpose To examine the feasibility of saccadic vector optokinetic perimetry (SVOP), an automated eye tracking perimeter, as a tool for visual field (VF) assessment in infants. Methods Thirteen healthy infants aged between 3.5 and 12.0 months were tested binocularly using an adapted SVOP protocol. SVOP uses eye tracking technology to measure gaze responses to stimuli presented on a computer screen. Modifications of SVOP for testing infants included adjusting the fixation target to display a short animation, increasing the stimulus size to equivalent to Goldmann V, and introducing a tiered test pattern strategy. Binocular, single-quadrant confrontation VF testing and Keeler preferential looking cards visual acuity testing was also performed. Results Using multiple test attempts when required, all but the youngest infant (12 of 13 [92.3%]) successfully completed a 4-point screening test. Seven infants (53.8%) successfully completed the 12-point test, four (30.8%) successfully completed the 20-point test, and three (23.1%) successfully completed the 40-point test. The effect of multiple test attempts and the complexity of the test pattern (number of test points) on performance was investigated, including test completion rate, percentage of correctly seen stimuli, and average time per tested stimulus. Conclusions The modified SVOP test strategy allowed successful assessment of binocular VFs in healthy infants. Future data collection from larger cohorts of infants is needed to derive normative limits of detection and assess accuracy in detecting and monitoring infant VF abnormalities. Translational Relevance Eye tracking perimetry may provide a useful method of automated VF assessment in infants.
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Affiliation(s)
- Antonios Perperidis
- Department of Child Life and Health, University of Edinburgh, Edinburgh, UK
- Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK
| | - Alice D. McTrusty
- Department of Child Life and Health, University of Edinburgh, Edinburgh, UK
- Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK
- Department of Vision Sciences, Glasgow Caledonian University, Glasgow, UK
| | - Lorraine A. Cameron
- Department of Child Life and Health, University of Edinburgh, Edinburgh, UK
- Department of Vision Sciences, Glasgow Caledonian University, Glasgow, UK
| | - Ian C. Murray
- Department of Child Life and Health, University of Edinburgh, Edinburgh, UK
| | - Harry M. Brash
- Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK
| | - Brian W. Fleck
- Department of Child Life and Health, University of Edinburgh, Edinburgh, UK
- Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK
- Princess Alexandra Eye Pavilion, Edinburgh, UK
| | - Robert A. Minns
- Department of Child Life and Health, University of Edinburgh, Edinburgh, UK
- Royal Hospital for Sick Children, Edinburgh, UK
| | - Andrew J. Tatham
- Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK
- Princess Alexandra Eye Pavilion, Edinburgh, UK
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8
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Mazumdar D, Meethal NSK, George R, Pel JJM. Saccadic reaction time in mirror image sectors across horizontal meridian in eye movement perimetry. Sci Rep 2021; 11:2630. [PMID: 33514780 PMCID: PMC7846759 DOI: 10.1038/s41598-021-81762-y] [Citation(s) in RCA: 3] [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: 12/28/2020] [Indexed: 01/10/2023] Open
Abstract
In eye movement perimetry (EMP), the saccadic reaction time (SRT) to ‘seen’ visual stimuli are delayed in glaucoma. Evaluating SRT behaviour in hemi-field sectors could refine its clinical implication. The development phase included 60 controls retrospectively and for the test cohort in evaluation phase, another 30 healthy subjects and 30 glaucoma patients were recruited prospectively. The SRTs were used to calculate the normative limits within 5 predefined hemi-field sectors. Scores were assigned to probabilities for SRT at the level of 5%, 2.5% 1% and 0.5%. Per sector pair, a probability score limit (PSL) was calculated at each of the four levels and were compared with the scores obtained from the test cohort. The classification accuracy ‘normal versus abnormal’ was assessed for PSL in EMP and compared with glaucoma hemi-field test in standard automated perimetry. We found no statistically significant differences in SRTs between the mirror sectors in healthy subjects. The PSL at 2.5% had moderate classification accuracy with a specificity of 77% and sensitivity 70%. This could be suggestive of an SRT delay in the overall visual field in glaucoma.
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Affiliation(s)
- Deepmala Mazumdar
- Vestibular and Ocular Motor Research Group, Department of Neuroscience, Erasmus MC, Rotterdam, The Netherlands.,Medical and Vision Research Foundation, Chennai, India
| | - Najiya S Kadavath Meethal
- Vestibular and Ocular Motor Research Group, Department of Neuroscience, Erasmus MC, Rotterdam, The Netherlands.,Medical and Vision Research Foundation, Chennai, India
| | - Ronnie George
- Medical and Vision Research Foundation, Chennai, India
| | - Johan J M Pel
- Vestibular and Ocular Motor Research Group, Department of Neuroscience, Erasmus MC, Rotterdam, The Netherlands. .,Department of Neuroscience, Room EE 1453, Erasmus MC, PO Box 2040, 3000 CA, Rotterdam, The Netherlands.
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9
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Tatham AJ, Murray IC, McTrusty AD, Cameron LA, Perperidis A, Brash HM, Fleck BW, Minns RA. A case control study examining the feasibility of using eye tracking perimetry to differentiate patients with glaucoma from healthy controls. Sci Rep 2021; 11:839. [PMID: 33436922 PMCID: PMC7804427 DOI: 10.1038/s41598-020-80401-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2020] [Accepted: 09/10/2020] [Indexed: 11/22/2022] Open
Abstract
To explore the feasibility of using Saccadic Vector Optokinetic Perimetry (SVOP) to differentiate glaucomatous and healthy eyes. A prospective case-control study was performed using a convenience sample recruited from a single university glaucoma clinic and a group of healthy controls. SVOP and standard automated perimetry (SAP) was performed with testing order randomised. The reference standard was a diagnosis of glaucoma based a comprehensive ophthalmic examination and abnormality on standard automated perimetry (SAP). The index test was SVOP. 31 patients with glaucoma and 24 healthy subjects were included. Mean SAP mean deviation (MD) in those with glaucoma was - 8.7 ± 7.4 dB, with mean SAP and SVOP sensitivities of 23.3 ± 0.9 dB and 22.1 ± 4.3 dB respectively. Participants with glaucoma were significantly older. On average, SAP sensitivity was 1.2 ± 1.4 dB higher than SVOP (95% limits of agreement = - 1.6 to 4.0 dB). SVOP sensitivity had good ability to differentiate healthy and glaucomatous eyes with a 95% CI for area under the curve (AUC) of 0.84 to 0.96, similar to the performance of SAP sensitivity (95% CI 0.86 to 0.97, P = 0.60). For 80% specificity, SVOP had a 95% CI sensitivity of 75.7% to 94.8% compared to 77.8% to 96.0% for SAP. SVOP took considerably longer to perform (514 ± 54 s compared to 267 ± 76 s for SAP). Eye tracking perimetry may be useful for detection of glaucoma but further studies are needed to evaluate SVOP within its intended sphere of use, using an appropriate design and independent reference standard.
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Affiliation(s)
- Andrew J Tatham
- University of Edinburgh, Edinburgh, UK.
- Princess Alexandra Eye Pavilion, 45 Chalmers Street, Edinburgh, EH3 9HA, UK.
| | | | - Alice D McTrusty
- University of Edinburgh, Edinburgh, UK
- Glasgow Caledonian University, Glasgow, UK
| | - Lorraine A Cameron
- University of Edinburgh, Edinburgh, UK
- Glasgow Caledonian University, Glasgow, UK
| | | | | | - Brian W Fleck
- University of Edinburgh, Edinburgh, UK
- Princess Alexandra Eye Pavilion, 45 Chalmers Street, Edinburgh, EH3 9HA, UK
- Royal Hospital for Sick Children, Edinburgh, UK
| | - Robert A Minns
- University of Edinburgh, Edinburgh, UK
- Royal Hospital for Sick Children, Edinburgh, UK
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Tatham AJ, McClean P, Murray IC, McTrusty AD, Cameron LA, Perperidis A, Brash HM, Fleck BW, Minns RA. Development of an Age-corrected Normative Database for Saccadic Vector Optokinetic Perimetry (SVOP). J Glaucoma 2020; 29:1106-1114. [PMID: 33264163 DOI: 10.1097/ijg.0000000000001651] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
PRECIS Normal age-corrected threshold sensitivity values were determined for a new eye tracking perimeter and compared with standard automated perimetry (SAP). PURPOSE The purpose of this study was to determine threshold visual field sensitivities in normal subjects performing saccadic vector optokinetic perimetry (SVOP), a new eye tracking perimeter. PATIENTS AND METHODS A total of 113 healthy participants performed SVOP and SAP in both eyes with the order of testing randomized. The relationship between SAP and SVOP sensitivity was examined using Bland-Altman plots and 95% limits of agreement. The relationship between sensitivity and age was examined by pointwise linear regression and age-corrected normal threshold sensitivities were calculated. RESULTS After excluding unreliable tests, 97 participants with a mean age of 65.9±10.1 years were included. Average SAP mean deviation was -0.87±1.56 dB, SAP sensitivity was 29.20±1.68 dB and SVOP sensitivity was 32.18±1.96 dB. SVOP had a longer test duration (431±110 compared with 307±42 seconds for SAP, P<0.001). On average, the mean sensitivity obtained using SVOP was 2.98 dB higher than average SAP sensitivity, with 95% limits of agreement of -0.11 to 6.15 dB. For each decade older, SAP sensitivity decreased by 0.93 dB (95% confidence interval: 1.21 to 0.64) and SVOP sensitivity decreased by 1.15 dB (95% confidence interval: 1.47 to 0.84). CONCLUSIONS The results provide age-corrected normative values for threshold sensitivities from SVOP. Overall, SVOP provided a similar shaped hill of vision as SAP however threshold sensitivities were higher, meaning results are not interchangeable.
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Affiliation(s)
| | - Pam McClean
- Department of Ophthalmology, University of Edinburgh
| | - Ian C Murray
- Department of Ophthalmology, University of Edinburgh
| | - Alice D McTrusty
- Department of Ophthalmology, University of Edinburgh
- Vision Centre, Glasgow Caledonian University, Glasgow, UK
| | - Lorraine A Cameron
- Department of Ophthalmology, University of Edinburgh
- Vision Centre, Glasgow Caledonian University, Glasgow, UK
| | - Antonios Perperidis
- Department of Ophthalmology, University of Edinburgh
- School of Engineering and Physical Sciences, Heriot Watt University
| | - Harry M Brash
- Department of Ophthalmology, University of Edinburgh
| | - Brian W Fleck
- Department of Ophthalmology, University of Edinburgh
- Princess Alexandra Eye Pavilion
- Royal Hospital for Sick Children, Edinburgh, Scotland
| | - Robert A Minns
- Department of Ophthalmology, University of Edinburgh
- Royal Hospital for Sick Children, Edinburgh, Scotland
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11
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Jones PR, Lindfield D, Crabb DP. Using an open-source tablet perimeter (Eyecatcher) as a rapid triage measure for glaucoma clinic waiting areas. Br J Ophthalmol 2020; 105:681-686. [PMID: 32747334 PMCID: PMC8077219 DOI: 10.1136/bjophthalmol-2020-316018] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2020] [Revised: 05/18/2020] [Accepted: 05/25/2020] [Indexed: 11/05/2022]
Abstract
Background Glaucoma services are under unprecedented strain. The UK Healthcare Safety Investigation Branch recently called for new ways to identify glaucoma patients most at risk of developing sight loss, and of filtering-out false-positive referrals. Here, we evaluate the feasibility of one such technology, Eyecatcher: a free, tablet-based ‘triage’ perimeter, designed to be used unsupervised in clinic waiting areas. Eyecatcher does not require a button or headrest: patients are simply required to look at fixed-luminance dots as they appear. Methods Seventy-seven people were tested twice using Eyecatcher (one eye only) while waiting for a routine appointment in a UK glaucoma clinic. The sample included individuals with an established diagnosis of glaucoma, and false-positive new referrals (no visual field or optic nerve abnormalities). No attempts were made to control the testing environment. Patients wore their own glasses and received minimal task instruction. Results Eyecatcher was fast (median: 2.5 min), produced results in good agreement with standard automated perimetry (SAP), and was rated as more enjoyable, less tiring and easier to perform than SAP (all p<0.001). It exhibited good separation (area under receiver operating characteristic=0.97) between eyes with advanced field loss (mean deviation (MD) < −6 dB) and those within normal limits (MD > −2 dB). And it was able to flag two thirds of false-positive referrals as functionally normal. However, eight people (10%) failed to complete the test twice, and reasons for this limitation are discussed. Conclusions Tablet-based eye-movement perimetry could potentially provide a pragmatic way of triaging busy glaucoma clinics (ie, flagging high-risk patients and possible false-positive referrals).
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Affiliation(s)
- Pete R Jones
- Division of Optometry and Visual Sciences, City University of London, London, UK
| | - Dan Lindfield
- Glaucoma Services, Royal Surrey County Hospital NHS Foundation Trust, Guildford, Surrey, UK
| | - David P Crabb
- Division of Optometry and Visual Sciences, City University of London, London, UK
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12
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Jones PR. An Open-source Static Threshold Perimetry Test Using Remote Eye-tracking (Eyecatcher): Description, Validation, and Preliminary Normative Data. Transl Vis Sci Technol 2020; 9:18. [PMID: 32855865 PMCID: PMC7422828 DOI: 10.1167/tvst.9.8.18] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2019] [Accepted: 05/12/2020] [Indexed: 01/06/2023] Open
Abstract
Purpose To describe, validate, and provide preliminary normative data for an open-source eye-movement perimeter (Eyecatcher). Methods Visual field testing was performed monocularly in 64 normally sighted young adults, using (i) a Humphrey Field Analyzer (HFA) and (ii) the novel Eyecatcher procedure. Eyecatcher used a remote eye-tracker to position stimuli relative to the current point of fixation, and observers responded by looking towards the stimulus. In both tests, Goldman III stimuli were sampled from a 24-2 grid, and were presented against a 10 cd/m2 background. Participants completed each test twice to assess test–retest repeatability. Results Mean Sensitivity (MS) did not differ between Eyecatcher and the HFA (P = 0.086), and both tests exhibited similar test–retest repeatability (CoREyecatcher = ±1.86 dB; CoRHFA = ±1.95 dB). Eyecatcher was also able to detect changes in sensitivity across the normal visual field (the “Hill of Vision”), and could differentiate the physiological blind spot from adjacent retinal locations. Mean sensitivities and 95% limits of agreement are described for each pointwise location. Conclusions Eyecatcher can use eye movements to assess visual fields in young, normally sighted adults. In such observers, it provides results similar to the current gold standard clinical device (HFA). Translational Relevance Given further development, eye movement perimeters such as Eyecatcher could be particularly useful for individuals unable to perform traditional perimetric assessments, such as young children or stroke patients. Full technical details and information on how to freely acquire the source code are included.
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Affiliation(s)
- Pete R Jones
- University College London (UCL), Institute of Ophthalmology, London, UK.,NIHR Moorfields Biomedical Research Centre, London, London, UK.,City, University of London, School of Health Sciences, Division of Optometry and Visual Sciences, London, UK
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13
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Tatham AJ, Murray IC, McTrusty AD, Cameron LA, Perperidis A, Brash HM, Fleck BW, Minns RA. Speed and accuracy of saccades in patients with glaucoma evaluated using an eye tracking perimeter. BMC Ophthalmol 2020; 20:259. [PMID: 32605609 PMCID: PMC7325566 DOI: 10.1186/s12886-020-01528-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Accepted: 06/18/2020] [Indexed: 11/30/2022] Open
Abstract
Background To examine the speed and accuracy of saccadic eye movements during a novel eye tracking threshold visual field assessment and determine whether eye movement parameters may improve ability to detect glaucoma. Methods A prospective study including both eyes of 31 patients with glaucoma and 23 controls. Standard automated perimetry (SAP) and eye tracking perimetry (saccadic vector optokinetic perimetry, SVOP) was performed. SVOP provided data on threshold sensitivity, saccade latency, and two measures of accuracy of saccades (direction bias and amplitude bias). The relationship between eye movement parameters and severity of glaucoma was examined and Receiver Operating Characteristic curves were used to assess ability to detect glaucoma. Results Patients with glaucoma had significantly slower saccades (602.9 ± 50.0 ms versus 578.3 ± 44.6 ms for controls, P = 0.009) and reduced saccade accuracy (direction bias = 7.4 ± 1.8 versus 6.5 ± 1.5 degrees, P = 0.006). There was a significant slowing of saccades and saccades became less accurate with worsening SAP sensitivity. Slower saccades were associated with increased odds of glaucoma; however, the AUC for saccade latency was only 0.635 compared to 0.914 for SVOP sensitivity. Conclusion Patients with glaucoma had significant differences in eye movements compared to healthy subjects, with a relationship between slower and less accurate eye movements and worse glaucoma severity. However, in a multivariable model, eye movement parameters were not of additional benefit in differentiating eyes with glaucoma from healthy controls.
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Affiliation(s)
- Andrew J Tatham
- University of Edinburgh, Edinburgh, UK. .,Princess Alexandra Eye Pavilion, 45 Chalmers Street, Edinburgh, EH3 9HA, UK.
| | | | - Alice D McTrusty
- University of Edinburgh, Edinburgh, UK.,Glasgow Caledonian University, Glasgow, UK
| | - Lorraine A Cameron
- University of Edinburgh, Edinburgh, UK.,Glasgow Caledonian University, Glasgow, UK
| | | | | | - Brian W Fleck
- University of Edinburgh, Edinburgh, UK.,Princess Alexandra Eye Pavilion, 45 Chalmers Street, Edinburgh, EH3 9HA, UK.,Royal Hospital for Sick Children, Edinburgh, UK
| | - Robert A Minns
- University of Edinburgh, Edinburgh, UK.,Royal Hospital for Sick Children, Edinburgh, UK
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14
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Visual Field Plots: A Comparison Study Between Standard Automated Perimetry and Eye Movement Perimetry. J Glaucoma 2020; 29:351-361. [PMID: 32108671 DOI: 10.1097/ijg.0000000000001477] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
PRéCIS:: This eye movement perimetry (EMP) study describes the development of saccadic reaction time (SRT)-based visual field plots, which could effectively display the presence, location, and extent of glaucomatous defects and support clinical decision-making. PURPOSE EMP is capable of discriminating normal from glaucomatous visual field defects on the basis of average delays in SRTs. To classify the presence and extent of age-corrected visual field defects, it is required to create SRT-based probability maps. AIM The aim of this study was to create visual field probability plots based on SRTs and to evaluate their clinical applicability by 2 glaucoma specialists. MATERIALS AND METHODS The development phase included 95 controls segregated into 5 age-bins to estimate normative limits of SRT. Next, for the testing phase, a set of 28 healthy subjects and 24 glaucoma patients were recruited who underwent standard automated perimetry (SAP) and EMP visual field testing. Fifty-two SAP and EMP plots were presented to 2 glaucoma specialists to classify them as normal or abnormal and to identify the defect location and pattern as 1 or more of 7 predefined categories. RESULTS The glaucoma specialists showed a sensitivity of 100% and a specificity of 93% and 96% for identifying normal versus abnormal visual field. For specialists 1 and 2, 85% and 92%, respectively, of EMP reports were assigned to the same category as SAP. The reports that did not agree with SAP were graded to a higher defect pattern. The intermethod agreement for specialists 1 and 2 was κ 0.92 and 0.96, respectively. CONCLUSION SRT-based visual field probability plots provided a comprehensive summary of an individual's visual field status and showed comparable clinical applicability to that of SAP plots.
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Mazumdar D, Meethal NSK, Panday M, Asokan R, Thepass G, George RJ, van der Steen J, Pel JJM. Effect of Age, Sex, Stimulus Intensity, and Eccentricity on Saccadic Reaction Time in Eye Movement Perimetry. Transl Vis Sci Technol 2019; 8:13. [PMID: 31388465 PMCID: PMC6670042 DOI: 10.1167/tvst.8.4.13] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2019] [Accepted: 05/13/2019] [Indexed: 11/24/2022] Open
Abstract
Purpose In eye movement perimetry (EMP), the extent of the visual field is tested by assessing the saccades using an eye tracker. The aim of the present study was to determine the effects of age and sex of the subjects, the eccentricity and intensity of the peripheral stimuli on saccadic reaction time (SRT), and the interaction between these parameters in healthy participants. Methods Healthy participants aged between 20 to 70 years underwent a complete ophthalmic examination and an EMP test. SRT was determined from detected peripheral stimuli of four intensity levels. A multilevel mixed-model analysis was used to verify the influence of subject and stimulus characteristics on SRT within the tested visual field. Results Ninety-five subjects (mean age 43.0 [15.0] years) were included. Age, stimulus intensity, and eccentricity had a statistically significant effect on SRT, not sex. SRTs were significantly faster with increasing stimulus intensity and decreasing eccentricity (P < 0.001). At the lowest stimulus intensity of 192 cd/m2, a significant interaction was found between age and eccentricity. Conclusions The current study demonstrated significant SRT dependence across the visual field measured up to 27°, irrespective of sex. The presented SRT values may serve as a first normative guide for EMP. Translational Relevance This report of SRT interaction can aid in refining its use as a measure of visual field responsiveness.
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Affiliation(s)
- Deepmala Mazumdar
- Vestibular and Ocular Motor Research Group, Department of Neuroscience, Erasmus MC, the Netherlands.,Medical and Vision Research Foundation, Chennai, India
| | - Najiya S Kadavath Meethal
- Vestibular and Ocular Motor Research Group, Department of Neuroscience, Erasmus MC, the Netherlands.,Medical and Vision Research Foundation, Chennai, India
| | - Manish Panday
- Medical and Vision Research Foundation, Chennai, India
| | - Rashima Asokan
- Medical and Vision Research Foundation, Chennai, India.,Elite School of Optometry, Chennai, India
| | - Gijs Thepass
- Vestibular and Ocular Motor Research Group, Department of Neuroscience, Erasmus MC, the Netherlands
| | | | - Johannes van der Steen
- Vestibular and Ocular Motor Research Group, Department of Neuroscience, Erasmus MC, the Netherlands.,Royal Dutch Visio, Huizen, the Netherlands
| | - Johan J M Pel
- Medical and Vision Research Foundation, Chennai, India
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16
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Meethal NSK, Pel JJM, Mazumdar D, Asokan R, Panday M, van der Steen J, George R. Eye Movement Perimetry and Frequency Doubling Perimetry: clinical performance and patient preference during glaucoma screening. Graefes Arch Clin Exp Ophthalmol 2019; 257:1277-1287. [PMID: 30944987 DOI: 10.1007/s00417-019-04311-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2019] [Revised: 03/05/2019] [Accepted: 03/22/2019] [Indexed: 11/27/2022] Open
Abstract
PURPOSE To evaluate the screening accuracy of an Eye Movement Perimetry (EMP) in comparison with Frequency Doubling Perimetry (FDP) and to investigate the patient preference and perception towards these visual field screening methods. METHODS A total of 104 healthy subjects (mean age (SD) of 48 (14) years) and 73 glaucoma patients (mean age (SD) of 52 (13) years) were recruited. All the participants underwent a comprehensive ophthalmic evaluation including the 24-2 SITA standard protocol on the Humphrey Field Analyzer (HFA). This was followed by the 26-point protocol in EMP and the C-20-1 protocol in FDP. During EMP, all subjects were instructed to fixate a central target and to look at the detected peripheral target, followed by refixation of the central target and Saccadic Reaction Time (SRT) towards each of the "seen" stimuli was calculated. Next, a questionnaire was administered to evaluate the patient preference and perception towards the perimetry techniques. Mean SRTs and Robin scores were used to plot Receiver Operating Characteristics (ROC) curves to determine the screening accuracies. From the questionnaire survey, the frequency distributions of the responses were calculated. RESULTS Robin score and SRT were significantly increased in glaucoma patients in comparison with the age-matched healthy subjects (p < 0.001). The ROC analysis revealed comparable Area Under the Curve (AUC) values (0.95, p = 0.81) with a specificity of 95.2% for FDP and 96.2% for EMP with a sensitivity of 87.7%. Thirty-seven percent of the older age group (≥ 40 years) and 65% of severe glaucoma patients showed preference for EMP over FDP. CONCLUSIONS This study results indicate that the customized protocol in EMP provides efficient and rapid means of screening visual field defects in glaucoma, which compared well with FDP. Elderly healthy participants and patients with moderate and severe glaucomatous defects preferred EMP as it permitted natural reflexive eye movements thereby resembling a real-life test setting.
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Affiliation(s)
- Najiya Sundus Kadavath Meethal
- Department of Neuroscience, Vestibular and Ocular Motor Research Group, Erasmus MC, 2040, 3000, CA, Rotterdam, The Netherlands.,Medical and Vision Research Foundation, Chennai, India
| | - Johan J M Pel
- Department of Neuroscience, Vestibular and Ocular Motor Research Group, Erasmus MC, 2040, 3000, CA, Rotterdam, The Netherlands
| | - Deepmala Mazumdar
- Department of Neuroscience, Vestibular and Ocular Motor Research Group, Erasmus MC, 2040, 3000, CA, Rotterdam, The Netherlands.,Medical and Vision Research Foundation, Chennai, India
| | | | - Manish Panday
- Medical and Vision Research Foundation, Chennai, India
| | - Johannes van der Steen
- Department of Neuroscience, Vestibular and Ocular Motor Research Group, Erasmus MC, 2040, 3000, CA, Rotterdam, The Netherlands.,Royal Dutch Visio, Huizen, The Netherlands
| | - Ronnie George
- Medical and Vision Research Foundation, Chennai, India.
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17
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Jones PR, Smith ND, Bi W, Crabb DP. Portable Perimetry Using Eye-Tracking on a Tablet Computer-A Feasibility Assessment. Transl Vis Sci Technol 2019; 8:17. [PMID: 30740267 PMCID: PMC6364754 DOI: 10.1167/tvst.8.1.17] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2018] [Accepted: 11/22/2018] [Indexed: 01/13/2023] Open
Abstract
Purpose Visual field (VF) examination by standard automated perimetry (SAP) is an important method of clinical assessment. However, the complexity of the test, and its use of bulky, expensive equipment makes it impractical for case-finding. We propose and evaluate a new approach to paracentral VF assessment that combines an inexpensive eye-tracker with a portable tablet computer (“Eyecatcher”). Methods Twenty-four eyes from 12 glaucoma patients, and 12 eyes from six age-similar controls were examined. Participants were tested monocularly (once per eye), with both the novel Eyecatcher test and traditional SAP (HFA SITA standard 24-2). For Eyecatcher, the participant's task was to simply to look at a sequence of fixed-luminance dots, presented relative to the current point of fixation. Start and end fixations were used to determine locations where stimuli were seen/unseen, and to build a continuous map of sensitivity loss across a VF of approximately 20°. Results Eyecatcher was able to clearly separate patients from controls, and the results were consistent with those from traditional SAP. In particular, mean Eyecatcher scores were strongly correlated with mean deviation scores (r2 = 0.64, P < 0.001), and there was good concordance between corresponding VF locations (∼84%). Participants reported that Eyecatcher was more enjoyable, easier to perform, and less tiring than SAP (all P < 0.001). Conclusions Portable perimetry using an inexpensive eye-tracker and a tablet computer is feasible, although possible means of improvement are suggested. Translational Relevance Such a test could have significant utility as a case finding device.
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Affiliation(s)
- Pete R Jones
- Division of Optometry and Visual Science, School of Health Sciences, City, University of London, London, UK
| | - Nicholas D Smith
- Division of Optometry and Visual Science, School of Health Sciences, City, University of London, London, UK
| | - Wei Bi
- Division of Optometry and Visual Science, School of Health Sciences, City, University of London, London, UK
| | - David P Crabb
- Division of Optometry and Visual Science, School of Health Sciences, City, University of London, London, UK
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18
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Murray IC, Perperidis A, Cameron LA, McTrusty AD, Brash HM, Tatham AJ, Agarwal PK, Fleck BW, Minns RA. Comparison of Saccadic Vector Optokinetic Perimetry and Standard Automated Perimetry in Glaucoma. Part I: Threshold Values and Repeatability. Transl Vis Sci Technol 2017; 6:3. [PMID: 28900576 PMCID: PMC5588909 DOI: 10.1167/tvst.6.5.3] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2017] [Accepted: 07/17/2017] [Indexed: 11/24/2022] Open
Abstract
Purpose We evaluated threshold saccadic vector optokinetic perimetry (SVOP) and compared results to standard automated perimetry (SAP). Methods A cross-sectional study was done including 162 subjects (103 with glaucoma and 59 healthy subjects) recruited at a university hospital. All subjects underwent SAP and threshold SVOP. SVOP uses an eye tracker to monitor eye movement responses to stimuli and determines if stimuli have been perceived based on the vector of the gaze response. The test pattern used was equivalent to SAP 24-2 and stimuli were presented at Goldmann III. Average and pointwise sensitivity values obtained from both tests were compared using Pearson's correlation coefficient. Two versions of SVOP were evaluated. Results A total of 124 tests were performed with SAP and SVOP version 2. There was excellent agreement between mean threshold values obtained using SVOP and SAP (r = 0.95, P < 0.001). Excluding the blind spot, correlation between SVOP and SAP individual test point sensitivity ranged from 0.61 to 0.90, with 48 of 54 (89%) test points > 0.70. Overall SVOP showed good repeatability with a Pearson correlation of 0.88. The repeatability on a point-by-point basis ranged from 0.66 to 0.98, with 45 of 54 points (83%) > 0.80. Repeatability of SAP was 0.87, ranging from 0.69 to 0.96, with 47 of 54 (87%) points > 0.80. Conclusion Eye-tracking perimetry is repeatable and compares well with the current gold standard of SAP. The technique has advantages over conventional perimetry and could be useful for evaluating glaucomatous visual field loss, particularly in patients who may struggle with conventional perimetry. Translational Relevance Suprathreshold SVOP already is in the field. To our knowledge, this is the first report of threshold SVOP and provides a benchmark for future iterations.
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Affiliation(s)
- Ian C Murray
- University of Edinburgh, Edinburgh, Scotland, United Kingdom
| | - Antonios Perperidis
- University of Edinburgh, Edinburgh, Scotland, United Kingdom.,Heriot Watt University, Edinburgh, Scotland, United Kingdom
| | - Lorraine A Cameron
- University of Edinburgh, Edinburgh, Scotland, United Kingdom.,Glasgow Caledonian University, Glasgow, Scotland, United Kingdom
| | - Alice D McTrusty
- University of Edinburgh, Edinburgh, Scotland, United Kingdom.,Glasgow Caledonian University, Glasgow, Scotland, United Kingdom
| | - Harry M Brash
- University of Edinburgh, Edinburgh, Scotland, United Kingdom
| | - Andrew J Tatham
- Princess Alexandra Eye Pavilion, Edinburgh, Scotland, United Kingdom
| | - Pankaj K Agarwal
- Princess Alexandra Eye Pavilion, Edinburgh, Scotland, United Kingdom
| | - Brian W Fleck
- University of Edinburgh, Edinburgh, Scotland, United Kingdom.,Princess Alexandra Eye Pavilion, Edinburgh, Scotland, United Kingdom.,Royal Hospital for Sick Children, Edinburgh, Scotland, United Kingdom
| | - Robert A Minns
- University of Edinburgh, Edinburgh, Scotland, United Kingdom.,Royal Hospital for Sick Children, Edinburgh, Scotland, United Kingdom
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19
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McTrusty AD, Cameron LA, Perperidis A, Brash HM, Tatham AJ, Agarwal PK, Murray IC, Fleck BW, Minns RA. Comparison of Threshold Saccadic Vector Optokinetic Perimetry (SVOP) and Standard Automated Perimetry (SAP) in Glaucoma. Part II: Patterns of Visual Field Loss and Acceptability. Transl Vis Sci Technol 2017; 6:4. [PMID: 28900577 PMCID: PMC5588911 DOI: 10.1167/tvst.6.5.4] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2017] [Accepted: 07/13/2017] [Indexed: 11/30/2022] Open
Abstract
Purpose We compared patterns of visual field loss detected by standard automated perimetry (SAP) to saccadic vector optokinetic perimetry (SVOP) and examined patient perceptions of each test. Methods A cross-sectional study was done of 58 healthy subjects and 103 with glaucoma who were tested using SAP and two versions of SVOP (v1 and v2). Visual fields from both devices were categorized by masked graders as: 0, normal; 1, paracentral defect; 2, nasal step; 3, arcuate defect; 4, altitudinal; 5, biarcuate; and 6, end-stage field loss. SVOP and SAP classifications were cross-tabulated. Subjects completed a questionnaire on their opinions of each test. Results We analyzed 142 (v1) and 111 (v2) SVOP and SAP test pairs. SVOP v2 had a sensitivity of 97.7% and specificity of 77.9% for identifying normal versus abnormal visual fields. SAP and SVOP v2 classifications showed complete agreement in 54% of glaucoma patients, with a further 23% disagreeing by one category. On repeat testing, 86% of SVOP v2 classifications agreed with the previous test, compared to 91% of SAP classifications; 71% of subjects preferred SVOP compared to 20% who preferred SAP. Conclusions Eye-tracking perimetry can be used to obtain threshold visual field sensitivity values in patients with glaucoma and produce maps of visual field defects, with patterns exhibiting close agreement to SAP. Patients preferred eye-tracking perimetry compared to SAP. Translational relevance This first report of threshold eye tracking perimetry shows good agreement with conventional automated perimetry and provides a benchmark for future iterations.
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Affiliation(s)
- Alice D McTrusty
- University of Edinburgh, Edinburgh, Scotland, United Kingdom.,Glasgow Caledonian University, Glasgow, Scotland, United Kingdom
| | - Lorraine A Cameron
- University of Edinburgh, Edinburgh, Scotland, United Kingdom.,Glasgow Caledonian University, Glasgow, Scotland, United Kingdom
| | - Antonios Perperidis
- University of Edinburgh, Edinburgh, Scotland, United Kingdom.,Heriot Watt University, Edinburgh, Scotland, United Kingdom
| | - Harry M Brash
- University of Edinburgh, Edinburgh, Scotland, United Kingdom
| | - Andrew J Tatham
- University of Edinburgh, Edinburgh, Scotland, United Kingdom.,Princess Alexandra Eye Pavilion, Edinburgh, Scotland, United Kingdom
| | - Pankaj K Agarwal
- Princess Alexandra Eye Pavilion, Edinburgh, Scotland, United Kingdom
| | - Ian C Murray
- University of Edinburgh, Edinburgh, Scotland, United Kingdom
| | - Brian W Fleck
- University of Edinburgh, Edinburgh, Scotland, United Kingdom.,Princess Alexandra Eye Pavilion, Edinburgh, Scotland, United Kingdom.,Royal Hospital for Sick Children, Edinburgh, Scotland, United Kingdom
| | - Robert A Minns
- University of Edinburgh, Edinburgh, Scotland, United Kingdom.,Royal Hospital for Sick Children, Edinburgh, Scotland, United Kingdom
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