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Portengen B, Imhof S, Naber M, Porro G. Diagnostic performance of pupil perimetry in detecting hemianopia under standard and virtual reality viewing conditions. Graefes Arch Clin Exp Ophthalmol 2025; 263:537-546. [PMID: 39289308 PMCID: PMC11868179 DOI: 10.1007/s00417-024-06641-4] [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: 11/12/2023] [Revised: 08/22/2024] [Accepted: 09/10/2024] [Indexed: 09/19/2024] Open
Abstract
PURPOSE To determine the diagnostic performance and reliability of two pupil perimetry (PP) methods in homonymous hemianopia. METHODS This cross-sectional monocenter cohort study performed gaze-contingent flicker PP (gcFPP) and a virtual reality version of gcFPP (VRgcFPP) twice on separate occasions in all patients suffering from homonymous hemianopia due to neurological impairment. The main outcomes were (1) test accuracy and (2) test-retest reliability: (1) was measured through area under the receiver operating characteristics curve (AUC) calculation of (VR)gcFPP results with comparators being SAP and healthy controls, respectively; (2) was evaluated by comparing tests 1 and 2 of both methods within patients. RESULTS Both gcFPP and VRgcFPP were performed in 15 patients (12 males, MAge = 57, SDAge = 15) and 17 controls (6 males, MAge = 53, SDAge = 12). Mean test accuracy was good in separating damaged from intact visual field regions (gcFPP: Mauc = 0.83, SDauc = 0.09; VRgcFPP: Mauc = 0.69, SDauc = 0.13) and in separating patients from controls (gcFPP: Mauc = 0.92, SDauc = 0.13; VRgcFPP: Mauc = 0.96, SDauc = 0.15). A high test-retest reliability was found for the proportion intact versus damaged visual field (gcFPP: r = 0.95, P < .001, VRgcFPP: r = 1.00, P < .001). CONCLUSIONS Overall, these results can be summarized as follows: (1) the comparison of pupil response amplitudes between intact versus damaged regions per patient indicate that gcFPP allows for cleaner imaging of intact versus damaged visual field regions than VRgcFPP, (2) the comparisons of average differences in intact versus damaged amplitudes between patients and controls demonstrate high diagnostic performance of both gcFPP and VRgcFPP, and (3) the test-retest reliabilities confirm that both gcFPP and VRgcFPP reliably and consistently measure defects in homonymous hemianopia. KEY MESSAGES: What is known Standard automated perimetry is the current gold standard for visual field examination, but not always suited for the evaluation of the VF in neurologically impaired patients. Pupil perimetry consists of the measurement of pupillary responses to light stimuli as a measure of visual sensitivity. What is new This study reports the highest diagnostic accuracy of pupil perimetry so far in patients with homonymous hemianopia. Gaze-contingent flicker pupil perimetry reliably and consistently measures defects in homonymous hemianopia under standard and virtual reality viewing conditions.
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Affiliation(s)
- Brendan Portengen
- Ophthalmology Department, University Medical Center Utrecht, Room E 03.136, PO Box 85500, 3508 GA, Utrecht, The Netherlands.
- Experimental Psychology, Helmholtz Institute, Utrecht University, Utrecht, The Netherlands.
| | - Saskia Imhof
- Ophthalmology Department, University Medical Center Utrecht, Room E 03.136, PO Box 85500, 3508 GA, Utrecht, The Netherlands
| | - Marnix Naber
- Experimental Psychology, Helmholtz Institute, Utrecht University, Utrecht, The Netherlands
| | - Giorgio Porro
- Ophthalmology Department, University Medical Center Utrecht, Room E 03.136, PO Box 85500, 3508 GA, Utrecht, The Netherlands
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Cai Y, Strauch C, Van der Stigchel S, Brink AFT, Cornelissen FW, Naber M. Mapping simulated visual field defects with movie-viewing pupil perimetry. Graefes Arch Clin Exp Ophthalmol 2025:10.1007/s00417-024-06733-1. [PMID: 39779511 DOI: 10.1007/s00417-024-06733-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2024] [Revised: 12/20/2024] [Accepted: 12/30/2024] [Indexed: 01/11/2025] Open
Abstract
PURPOSE Assessing the quality of the visual field is important for the diagnosis of ophthalmic and neurological diseases and, consequently, for rehabilitation. Visual field defects (VFDs) are typically assessed using standard automated perimetry (SAP). However, SAP requires participants to understand instructions, maintain fixation and sustained attention, and provide overt responses. These aspects make SAP less suitable for very young or cognitively impaired populations. Here we investigate the feasibility of a new and less demanding form of perimetry. This method assesses visual sensitivity based on pupil responses while performing the perhaps simplest task imaginable: watching movies. METHOD We analyzed an existing dataset, with healthy participants (n = 70) freely watching movies with or without gaze-contingent simulated VFDs, either hemianopia (left- or right-sided) or glaucoma (large nasal arc, small nasal arc, and tunnel vision). Meanwhile, their gaze and pupil size were recorded. Using a recently published toolbox (Open-DPSM), we modeled the relative contribution of visual events to the pupil responses to indicate relative visual sensitivity across the visual field and to dissociate between conditions with and without simulated VFDs. RESULT Conditions with and without simulated VFDs could be dissociated, with an AUC ranging from 0.85 to 0.97, depending on the specific simulated VFD condition. In addition, the dissociation was better when including more movies in the modeling but the model with as few movies as 10 movies was sufficient for a good classification (AUC ranging from 0.84 to 0.96). CONCLUSION Movie-viewing pupil perimetry is promising in providing complementary information for the diagnosis of VFDs, especially for those who are unable to perform conventional perimetry.
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Affiliation(s)
- Yuqing Cai
- Experimental Psychology, Faculty of Social Sciences, Helmholtz Institute, Utrecht University, Utrecht, The Netherlands
| | - Christoph Strauch
- Experimental Psychology, Faculty of Social Sciences, Helmholtz Institute, Utrecht University, Utrecht, The Netherlands
| | - Stefan Van der Stigchel
- Experimental Psychology, Faculty of Social Sciences, Helmholtz Institute, Utrecht University, Utrecht, The Netherlands
| | - Antonia F Ten Brink
- Experimental Psychology, Faculty of Social Sciences, Helmholtz Institute, Utrecht University, Utrecht, The Netherlands
| | - Frans W Cornelissen
- Laboratory for Experimental Ophthalmology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Marnix Naber
- Experimental Psychology, Faculty of Social Sciences, Helmholtz Institute, Utrecht University, Utrecht, The Netherlands.
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Jendritza R, Stingl K, Strasser T, Jung R, Tonagel F, Richter P, Sonntag A, Peters T, Wilhelm H, Wilhelm B, Kelbsch C. Influencing Factors on Pupillary Light Responses as a Biomarker for Local Retinal Function in a Large Normative Cohort. Invest Ophthalmol Vis Sci 2024; 65:3. [PMID: 38829669 PMCID: PMC11156203 DOI: 10.1167/iovs.65.6.3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Accepted: 05/15/2024] [Indexed: 06/05/2024] Open
Abstract
Purpose Investigating influencing factors on the pupillary light response (PLR) as a biomarker for local retinal function by providing epidemiological data of a large normative collective and to establish a normative database for the evaluation of chromatic pupil campimetry (CPC). Methods Demographic and ophthalmologic characteristics were captured and PLR parameters of 150 healthy participants (94 women) aged 18 to 79 years (median = 46 years) were measured with L-cone- and rod-favoring CPC protocols. Linear-mixed effects models were performed to determine factors influencing the PLR and optical coherence tomography (OCT) data were correlated with the pupillary function volume. Results Relative maximal constriction amplitude (relMCA) and latency under L-cone- and rod-favoring stimulation were statistically significantly affected by the stimulus eccentricity (P < 0.0001, respectively). Iris color and gender did not affect relMCA or latency significantly; visual hemifield, season, and daytime showed only minor influence under few stimulus conditions. Age had a statistically significant effect on latency under rod-specific stimulation with a latency prolongation ≥60 years. Under photopic and scotopic conditions, baseline pupil diameter declined significantly with increasing age (P < 0.0001, respectively). Pupillary function volume and OCT data were not correlated relevantly. Conclusions Stimulus eccentricity had the most relevant impact on relMCA and latency of the PLR during L-cone- and rod-favoring stimulation. Latency is prolonged ≥60 years under scotopic conditions. Considering the large study collective, a representative normative database for relMCA and latency as valid readout parameters for L-cone- and rod-favoring stimulation could be established. This further validates the usability of the PLR in CPC as a biomarker for local retinal function.
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Affiliation(s)
- Ricarda Jendritza
- Pupil Research Group at the Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany
| | - Krunoslav Stingl
- University Eye Hospital, Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany
- Center for Rare Eye Diseases, University of Tuebingen, Tuebingen, Germany
| | - Torsten Strasser
- Pupil Research Group at the Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany
- University Eye Hospital, Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany
- Institute for Ophthalmic Research, Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany
| | - Ronja Jung
- Pupil Research Group at the Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany
- University Eye Hospital, Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany
| | - Felix Tonagel
- University Eye Hospital, Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany
| | - Paul Richter
- Pupil Research Group at the Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany
- University Eye Hospital, Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany
| | - Anton Sonntag
- Pupil Research Group at the Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany
- University Eye Hospital, Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany
| | - Tobias Peters
- Pupil Research Group at the Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany
| | - Helmut Wilhelm
- Pupil Research Group at the Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany
- University Eye Hospital, Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany
| | - Barbara Wilhelm
- Pupil Research Group at the Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany
| | - Carina Kelbsch
- Pupil Research Group at the Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany
- University Eye Hospital, Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany
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Ten Brink AF, van Heijst M, Portengen BL, Naber M, Strauch C. Uncovering the (un)attended: Pupil light responses index persistent biases of spatial attention in neglect. Cortex 2023; 167:101-114. [PMID: 37542802 DOI: 10.1016/j.cortex.2023.06.008] [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: 03/30/2023] [Revised: 05/31/2023] [Accepted: 06/26/2023] [Indexed: 08/07/2023]
Abstract
Visuospatial neglect is a frequent and disabling disorder, mostly after stroke, that presents in impaired awareness to stimuli on one side of space. Neglect causes disability and functional dependence, even long after the injury. Improving measurements of the core attentional deficit might hold the key for better understanding of the condition and development of treatment. We present a rapid, pupillometry-based method that assesses automatic biases in (covert) attention, without requiring behavioral responses. We exploit the phenomenon that pupil light responses scale with the degree of covert attention to stimuli, and thereby reveal what draws (no) attention. Participants with left-sided neglect after right-sided lesions following stroke (n = 5), participants with hemianopia/quadrantanopia following stroke (n = 11), and controls (n = 22) were presented with two vertical bars, one of which was white and one of which was black, while fixating the center. We varied which brightness was left and right, respectively across trials. In line with the hypotheses, participants with neglect demonstrated biased pupil light responses to the brightness on the right side. Participants with hemianopia showed similar biases to intact parts of the visual field, whilst controls exhibited no bias. Together, this demonstrates that the pupil light response can reveal not only visual, but also attentional deficits. Strikingly, our pupillometry-based bias estimates were not in agreement with neuropsychological paper-and-pencil assessments conducted on the same day, but were with those administered in an earlier phase post-stroke. Potentially, we pick up on persistent biases in the covert attentional system that participants increasingly compensate for in classical neuropsychological tasks and everyday life. The here proposed method may not only find clinical application, but also advance theory and aid the development of successful restoration therapies by introducing a precise, longitudinally valid, and objective measurement that might not be affected by compensation.
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Affiliation(s)
- Antonia F Ten Brink
- Utrecht University, Experimental Psychology, Helmholtz Institute, Utrecht, the Netherlands
| | - Marlies van Heijst
- Utrecht University, Experimental Psychology, Helmholtz Institute, Utrecht, the Netherlands
| | - Brendan L Portengen
- Utrecht University, Experimental Psychology, Helmholtz Institute, Utrecht, the Netherlands; University Medical Center Utrecht, Ophthalmology, Utrecht, the Netherlands
| | - Marnix Naber
- Utrecht University, Experimental Psychology, Helmholtz Institute, Utrecht, the Netherlands
| | - Christoph Strauch
- Utrecht University, Experimental Psychology, Helmholtz Institute, Utrecht, the Netherlands.
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Portengen BL, Porro GL, Bergsma D, Veldman EJ, Imhof SM, Naber M. Effects of Stimulus Luminance, Stimulus Color and Intra-Stimulus Color Contrast on Visual Field Mapping in Neurologically Impaired Adults Using Flicker Pupil Perimetry. Eye Brain 2023; 15:77-89. [PMID: 37287993 PMCID: PMC10243349 DOI: 10.2147/eb.s409905] [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: 02/24/2023] [Accepted: 05/07/2023] [Indexed: 06/09/2023] Open
Abstract
Purpose We improve pupillary responses and diagnostic performance of flicker pupil perimetry through alterations in global and local color contrast and luminance contrast in adult patients suffering from visual field defects due to cerebral visual impairment (CVI). Methods Two experiments were conducted on patients with CVI (Experiment 1: 19 subjects, age M and SD 57.9 ± 14.0; Experiment 2: 16 subjects, age M and SD 57.3 ± 14.7) suffering from absolute homonymous visual field (VF) defects. We altered global color contrast (stimuli consisted of white, yellow, cyan and yellow-equiluminant-to-cyan colored wedges) in Experiment 1, and we manipulated luminance and local color contrast with bright and dark yellow and multicolor wedges in a 2-by-2 design in Experiment 2. Stimuli consecutively flickered across 44 stimulus locations within the inner 60 degrees of the VF and were offset to a contrasting (opponency colored) dark background. Pupil perimetry results were compared to standard automated perimetry (SAP) to assess diagnostic accuracy. Results A bright stimulus with global color contrast using yellow (p= 0.009) or white (p= 0.006) evoked strongest pupillary responses as opposed to stimuli containing local color contrast and lower brightness. Diagnostic accuracy, however, was similar across global color contrast conditions in Experiment 1 (p= 0.27) and decreased when local color contrast and less luminance contrast was introduced in Experiment 2 (p= 0.02). The bright yellow condition resulted in highest performance (AUC M = 0.85 ± 0.10, Mdn = 0.85). Conclusion Pupillary responses and pupil perimetry's diagnostic accuracy both benefit from high luminance contrast and global but not local color contrast.
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Affiliation(s)
- Brendan L Portengen
- Department of Ophthalmology, University Medical Center Utrecht, Utrecht, the Netherlands
- Experimental Psychology, Helmholtz Institute, Utrecht University, Utrecht, the Netherlands
| | - Giorgio L Porro
- Department of Ophthalmology, University Medical Center Utrecht, Utrecht, the Netherlands
| | | | | | - Saskia M Imhof
- Department of Ophthalmology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Marnix Naber
- Experimental Psychology, Helmholtz Institute, Utrecht University, Utrecht, the Netherlands
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Portengen BL, Porro GL, Imhof SM, Naber M. The Trade-Off Between Luminance and Color Contrast Assessed With Pupil Responses. Transl Vis Sci Technol 2023; 12:15. [PMID: 36622687 PMCID: PMC9838585 DOI: 10.1167/tvst.12.1.15] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Accepted: 12/06/2022] [Indexed: 01/10/2023] Open
Abstract
Purpose A scene consisting of a white stimulus on a black background incorporates strong luminance contrast. When both stimulus and background receive different colors, luminance contrast decreases but color contrast increases. Here, we sought to characterize the pattern of stimulus salience across varying trade-offs of color and luminance contrasts by using the pupil light response. Methods Three experiments were conducted with 17, 16, and 17 healthy adults. For all experiments, a flickering stimulus (2 Hz; alternating color to black) was presented superimposed on a background with a complementary color to the stimulus (i.e., opponency colors in human color perception: blue and yellow for Experiment 1, red and green for Experiment 2, and equiluminant red and green for Experiment 3). Background luminance varied between 0% and 45% to trade off luminance and color contrast with the stimulus. By comparing the locus of the optimal trade-off between color and luminance across different color axes, we explored the generality of the trade-off. Results The strongest pupil responses were found when a substantial amount of color contrast was present (at the expense of luminance contrast). Pupil response amplitudes increased by 15% to 30% after the addition of color contrast. An optimal pupillary responsiveness was reached at a background luminance setting of 20% to 35% color contrast across several color axes. Conclusions These findings suggest that a substantial component of pupil light responses incorporates color processing. More sensitive pupil responses and more salient stimulus designs can be achieved by adding subtle levels of color contrast between stimulus and background. Translational Relevance More robust pupil responses will enhance tests of the visual field with pupil perimetry.
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Affiliation(s)
- Brendan L. Portengen
- Department of Ophthalmology, University Medical Center Utrecht, Utrecht, The Netherlands
- Department of Experimental Psychology, Helmholtz Institute, Utrecht University, Utrecht, The Netherlands
| | - Giorgio L. Porro
- Department of Ophthalmology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Saskia M. Imhof
- Department of Ophthalmology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Marnix Naber
- Department of Experimental Psychology, Helmholtz Institute, Utrecht University, Utrecht, The Netherlands
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Portengen BL, Porro GL, Imhof SM, Naber M. Comparison of unifocal, flicker, and multifocal pupil perimetry methods in healthy adults. J Vis 2022; 22:7. [PMID: 35998063 PMCID: PMC9424968 DOI: 10.1167/jov.22.9.7] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
To this day, the most popular method of choice for testing visual field defects (VFDs) is subjective standard automated perimetry. However, a need has arisen for an objective, and less time-consuming method. Pupil perimetry (PP), which uses pupil responses to onsets of bright stimuli as indications of visual sensitivity, fulfills these requirements. It is currently unclear which PP method most accurately detects VFDs. Hence, the purpose of this study is to compare three PP methods for measuring pupil responsiveness. Unifocal (UPP), flicker (FPP), and multifocal PP (MPP) were compared by monocularly testing the inner 60 degrees of vision at 44 wedge-shaped locations. The visual field (VF) sensitivity of 18 healthy adult participants (mean age and SD 23.7 ± 3.0 years) was assessed, each under three different artificially simulated scotomas for approximately 4.5 minutes each (i.e. stimulus was not or only partially present) conditions: quadrantanopia, a 20-, and 10-degree diameter scotoma. Stimuli that were fully present on the screen evoked strongest, partially present stimuli evoked weaker, and absent stimuli evoked the weakest pupil responses in all methods. However, the pupil responses in FPP showed stronger discriminative power for present versus absent trials (median d-prime = 6.26 ± 2.49, area under the curve [AUC] = 1.0 ± 0) and MPP performed better for fully present versus partially present trials (median d-prime = 1.19 ± 0.62, AUC = 0.80 ± 0.11). We conducted the first in-depth comparison of three PP methods. Gaze-contingent FPP had best discriminative power for large (absolute) scotomas, whereas MPP performed slightly better with small (relative) scotomas.
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Affiliation(s)
- Brendan L Portengen
- Ophthalmology Department, University Medical Center Utrecht, The Netherlands.,Experimental Psychology, Helmholtz Institute, Utrecht University, The Netherlands.,
| | - Giorgio L Porro
- Ophthalmology Department, University Medical Center Utrecht, The Netherlands.,
| | - Saskia M Imhof
- Ophthalmology Department, University Medical Center Utrecht, The Netherlands.,
| | - Marnix Naber
- Experimental Psychology, Helmholtz Institute, Utrecht University, The Netherlands.,
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Kelbsch C, Stingl K, Jung R, Kempf M, Richter P, Strasser T, Peters T, Wilhelm B, Wilhelm H, Tonagel F. How lesions at different locations along the visual pathway influence pupillary reactions to chromatic stimuli. Graefes Arch Clin Exp Ophthalmol 2021; 260:1675-1685. [PMID: 34902059 PMCID: PMC9007757 DOI: 10.1007/s00417-021-05513-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Revised: 11/18/2021] [Accepted: 11/24/2021] [Indexed: 11/26/2022] Open
Abstract
PURPOSE To examine systematically how prechiasmal, chiasmal, and postchiasmal lesions along the visual pathway affect the respective pupillary responses to specific local monochromatic stimuli. METHODS Chromatic pupil campimetry (CPC) was performed in three patient groups (10 subjects with status after anterior ischemic optic neuropathy, 6 with chiasmal lesions, and 12 with optic tract or occipital lobe lesions (tumor, ischemia)) using red, low-intensity red, and blue local stimuli within the central 30° visual field. Affected areas - as determined by visual field defects revealed using conventional static perimetry - were compared with non-affected areas. Outcome parameters were the relative maximal constriction amplitude (relMCA) and the latency to constriction onset of the pupillary responses. RESULTS A statistically significant relMCA reduction was observed in the affected areas of postchiasmal lesions with red (p = 0.004) and low-intensity red stimulation (p = 0.001). RelMCA reduction in the affected areas seemed more pronounced for low-intensity red stimulation (46.5% mean reduction compared to non-affected areas; 36% for red stimulation), however statistically not significant. In prechiasmal lesions, a statistically significant latency prolongation could be demonstrated in the affected areas with low-intensity red stimulation (p = 0.015). CONCLUSION Our results indicate that the choice of stimulus characteristics is relevant in detecting defects in the pupillary pathway of impairment along the visual pathway, favoring red stimuli of low intensity over blue stimuli. Such knowledge opens the door for further fundamental research in pupillary pathways and is important for future clinical application of pupillography in neuro-ophthalmologic patients.
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Affiliation(s)
- Carina Kelbsch
- University Eye Hospital, Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany
- Pupil Research Group at the Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany
| | - Krunoslav Stingl
- University Eye Hospital, Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany.
- Pupil Research Group at the Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany.
- Center for Rare Eye Diseases, University of Tuebingen, Tuebingen, Germany.
| | - Ronja Jung
- University Eye Hospital, Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany
- Pupil Research Group at the Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany
| | - Melanie Kempf
- University Eye Hospital, Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany
- Center for Rare Eye Diseases, University of Tuebingen, Tuebingen, Germany
| | - Paul Richter
- University Eye Hospital, Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany
- Pupil Research Group at the Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany
| | - Torsten Strasser
- University Eye Hospital, Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany
- Pupil Research Group at the Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany
- Institute for Ophthalmic Research, Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany
| | - Tobias Peters
- Pupil Research Group at the Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany
| | - Barbara Wilhelm
- Pupil Research Group at the Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany
| | - Helmut Wilhelm
- University Eye Hospital, Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany
- Pupil Research Group at the Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany
| | - Felix Tonagel
- University Eye Hospital, Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany
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Pinheiro HM, da Costa RM. Pupillary light reflex as a diagnostic aid from computational viewpoint: A systematic literature review. J Biomed Inform 2021; 117:103757. [PMID: 33826949 DOI: 10.1016/j.jbi.2021.103757] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2020] [Revised: 03/12/2021] [Accepted: 03/13/2021] [Indexed: 01/06/2023]
Abstract
This work presents a detailed and complete review of publications on pupillary light reflex (PLR) used to aid diagnoses. These are computational techniques used in the evaluation of pupillometry, as well as their application in computer-aided diagnoses (CAD) of pathologies or physiological conditions that can be studied by observing the movements of miosis and mydriasis of the human pupil. A careful survey was carried out of all studies published over the last 10 years which investigated, electronic devices, recording protocols, image treatment, computational algorithms and the pathologies related to PLR. We present the frontier of existing knowledge regarding methods and techniques used in this field of knowledge, which has been expanding due to the possibility of performing diagnoses with high precision, at a low cost and with a non-invasive method.
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Kelbsch C, Strasser T, Chen Y, Feigl B, Gamlin PD, Kardon R, Peters T, Roecklein KA, Steinhauer SR, Szabadi E, Zele AJ, Wilhelm H, Wilhelm BJ. Standards in Pupillography. Front Neurol 2019; 10:129. [PMID: 30853933 PMCID: PMC6395400 DOI: 10.3389/fneur.2019.00129] [Citation(s) in RCA: 117] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2018] [Accepted: 01/31/2019] [Indexed: 12/31/2022] Open
Abstract
The number of research groups studying the pupil is increasing, as is the number of publications. Consequently, new standards in pupillography are needed to formalize the methodology including recording conditions, stimulus characteristics, as well as suitable parameters of evaluation. Since the description of intrinsically photosensitive retinal ganglion cells (ipRGCs) there has been an increased interest and broader application of pupillography in ophthalmology as well as other fields including psychology and chronobiology. Color pupillography plays an important role not only in research but also in clinical observational and therapy studies like gene therapy of hereditary retinal degenerations and psychopathology. Stimuli can vary in size, brightness, duration, and wavelength. Stimulus paradigms determine whether rhodopsin-driven rod responses, opsin-driven cone responses, or melanopsin-driven ipRGC responses are primarily elicited. Background illumination, adaptation state, and instruction for the participants will furthermore influence the results. This standard recommends a minimum set of variables to be used for pupillography and specified in the publication methodologies. Initiated at the 32nd International Pupil Colloquium 2017 in Morges, Switzerland, the aim of this manuscript is to outline standards in pupillography based on current knowledge and experience of pupil experts in order to achieve greater comparability of pupillographic studies. Such standards will particularly facilitate the proper application of pupillography by researchers new to the field. First we describe general standards, followed by specific suggestions concerning the demands of different targets of pupil research: the afferent and efferent reflex arc, pharmacology, psychology, sleepiness-related research and animal studies.
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Affiliation(s)
- Carina Kelbsch
- Pupil Research Group, Centre for Ophthalmology, University Hospitals Tübingen, Tübingen, Germany
| | - Torsten Strasser
- Pupil Research Group, Centre for Ophthalmology, University Hospitals Tübingen, Tübingen, Germany
| | - Yanjun Chen
- Department of Ophthalmology and Visual Sciences, University of Wisconsin School of Medicine and Public Health, Madison, AL, United States
| | - Beatrix Feigl
- Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, QLD, Australia
- School of Biomedical Sciences, Queensland University of Technology, Brisbane, QLD, Australia
- Queensland Eye Institute, Brisbane, QLD, Australia
| | - Paul D. Gamlin
- Department of Ophthalmology and Visual Sciences, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Randy Kardon
- Neuro-Ophthalmology Division, University of Iowa and Iowa City VA Healthcare System, Iowa City, LA, United States
| | - Tobias Peters
- Pupil Research Group, Centre for Ophthalmology, University Hospitals Tübingen, Tübingen, Germany
| | - Kathryn A. Roecklein
- Department of Psychology, University of Pittsburgh, Pittsburgh, PA, United States
| | - Stuart R. Steinhauer
- VA Pittsburgh Healthcare System, VISN 4 MIRECC, University Drive C, Pittsburgh, PA, United States
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Elemer Szabadi
- Developmental Psychiatry, University of Nottingham, Nottingham, United Kingdom
| | - Andrew J. Zele
- Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, QLD, Australia
- School of Optometry and Vision Science, Queensland University of Technology, Brisbane, QLD, Australia
| | - Helmut Wilhelm
- Pupil Research Group, Centre for Ophthalmology, University Hospitals Tübingen, Tübingen, Germany
| | - Barbara J. Wilhelm
- Pupil Research Group, Centre for Ophthalmology, University Hospitals Tübingen, Tübingen, Germany
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11
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Rukmini AV, Milea D, Gooley JJ. Chromatic Pupillometry Methods for Assessing Photoreceptor Health in Retinal and Optic Nerve Diseases. Front Neurol 2019; 10:76. [PMID: 30809186 PMCID: PMC6379484 DOI: 10.3389/fneur.2019.00076] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2018] [Accepted: 01/21/2019] [Indexed: 12/19/2022] Open
Abstract
The pupillary light reflex is mediated by melanopsin-containing intrinsically-photosensitive retinal ganglion cells (ipRGCs), which also receive input from rods and cones. Melanopsin-dependent pupillary light responses are short-wavelength sensitive, have a higher threshold of activation, and are much slower to activate and de-activate compared with rod/cone-mediated responses. Given that rod/cone photoreceptors and melanopsin differ in their response properties, light stimuli can be designed to stimulate preferentially each of the different photoreceptor types, providing a read-out of their function. This has given rise to chromatic pupillometry methods that aim to assess the health of outer retinal photoreceptors and ipRGCs by measuring pupillary responses to blue or red light stimuli. Here, we review different types of chromatic pupillometry protocols that have been tested in patients with retinal or optic nerve disease, including approaches that use short-duration light exposures or continuous exposure to light. Across different protocols, patients with outer retinal disease (e.g., retinitis pigmentosa or Leber congenital amaurosis) show reduced or absent pupillary responses to dim blue-light stimuli used to assess rod function, and reduced responses to moderately-bright red-light stimuli used to assess cone function. By comparison, patients with optic nerve disease (e.g., glaucoma or ischemic optic neuropathy, but not mitochondrial disease) show impaired pupillary responses during continuous exposure to bright blue-light stimuli, and a reduced post-illumination pupillary response after light offset, used to assess melanopsin function. These proof-of-concept studies demonstrate that chromatic pupillometry methods can be used to assess damage to rod/cone photoreceptors and ipRGCs. In future studies, it will be important to determine whether chromatic pupillometry methods can be used for screening and early detection of retinal and optic nerve diseases. Such methods may also prove useful for objectively evaluating the degree of recovery to ipRGC function in blind patients who undergo gene therapy or other treatments to restore vision.
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Affiliation(s)
- A V Rukmini
- Programme in Neuroscience and Behavioural Disorders, Centre for Cognitive Neuroscience, Duke-NUS Medical School, Singapore, Singapore
| | - Dan Milea
- Singapore National Eye Centre, Singapore Eye Research Institute, Singapore, Singapore.,The Ophthalmology and Visual Sciences Academic Clinical Programme (EYE-ACP), SingHealth and Duke-NUS, Singapore, Singapore
| | - Joshua J Gooley
- Programme in Neuroscience and Behavioural Disorders, Centre for Cognitive Neuroscience, Duke-NUS Medical School, Singapore, Singapore
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12
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Sperandio I, Bond N, Binda P. Pupil Size as a Gateway Into Conscious Interpretation of Brightness. Front Neurol 2018; 9:1070. [PMID: 30631301 PMCID: PMC6315169 DOI: 10.3389/fneur.2018.01070] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2018] [Accepted: 11/23/2018] [Indexed: 11/16/2022] Open
Abstract
Although retinal illumination is the main determinant of pupil size, evidence indicates that extra-retinal factors, including attention and contextual information, also modulate the pupillary response. For example, stimuli that evoke the idea of brightness (e.g., pictures of the sun) induce pupillary constriction compared to control stimuli of matched luminance. Is conscious appraisal of these stimuli necessary for the pupillary constriction to occur? Participants' pupil diameter was recorded while sun pictures and their phase-scrambled versions were shown to the left eye. A stream of Mondrian patterns was displayed to the right eye to produce continuous flash suppression, which rendered the left-eye stimuli invisible on some trials. Results revealed that when participants were aware of the sun pictures their pupils constricted relative to the control stimuli. This was not the case when the pictures were successfully suppressed from awareness, demonstrating that pupil size is highly sensitive to the contents of consciousness.
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Affiliation(s)
- Irene Sperandio
- The School of Psychology, University of East Anglia, Norwich, United Kingdom
| | - Nikki Bond
- The School of Psychology, University of East Anglia, Norwich, United Kingdom
| | - Paola Binda
- Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy.,Institute of Neuroscience, Consiglio Nazionale delle Ricerche (CNR), Pisa, Italy
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13
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Asakawa K, Ishikawa H. Pupil fields in a patient with early-onset postgeniculate lesion. Graefes Arch Clin Exp Ophthalmol 2018; 257:441-443. [PMID: 30456420 DOI: 10.1007/s00417-018-4189-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2018] [Revised: 10/25/2018] [Accepted: 11/13/2018] [Indexed: 11/24/2022] Open
Affiliation(s)
- Ken Asakawa
- Department of Orthoptics and Visual Science, Kitasato University, School of Allied Health Sciences, 1-15-1 Kitasato, Minami-ku, Sagamihara, Kanagawa, 252-0373, Japan.
| | - Hitoshi Ishikawa
- Department of Orthoptics and Visual Science, Kitasato University, School of Allied Health Sciences, 1-15-1 Kitasato, Minami-ku, Sagamihara, Kanagawa, 252-0373, Japan.,Department of Ophthalmology, Kitasato University, School of Medicine, Sagamihara, Kanagawa, Japan
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14
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Naber M, Roelofzen C, Fracasso A, Bergsma DP, van Genderen M, Porro GL, Dumoulin SO. Gaze-Contingent Flicker Pupil Perimetry Detects Scotomas in Patients With Cerebral Visual Impairments or Glaucoma. Front Neurol 2018; 9:558. [PMID: 30042727 PMCID: PMC6048245 DOI: 10.3389/fneur.2018.00558] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2018] [Accepted: 06/21/2018] [Indexed: 11/27/2022] Open
Abstract
Background: The pupillary light reflex is weaker for stimuli presented inside as compared to outside absolute scotomas. Pupillograph perimetry could thus be an objective measure of impaired visual processing. However, the diagnostic accuracy in detecting scotomas has remained unclear. We quantitatively investigated the accuracy of a novel form of pupil perimetry. Methods: The new perimetry method, termed gaze-contingent flicker pupil perimetry, consists of the repetitive on, and off flickering of a bright disk (2 hz; 320 cd/m2; 4° diameter) on a gray background (160 cd/m2) for 4 seconds per stimulus location. The disk evokes continuous pupil oscillations at the same rate as its flicker frequency, and the oscillatory power of the pupil reflects visual sensitivity. We monocularly presented the disk at a total of 80 locations in the central visual field (max. 15°). The location of the flickering disk moved along with gaze to reduce confounds of eye movements (gaze-contingent paradigm). The test lasted ~5 min per eye and was performed on 7 patients with cerebral visual impairment (CVI), 8 patients with primary open angle glaucoma (age >45), and 14 healthy, age/gender-matched controls. Results: For all patients, pupil oscillation power (FFT based response amplitude to flicker) was significantly weaker when the flickering disk was presented in the impaired as compared to the intact visual field (CVI: 12%, AUC = 0.73; glaucoma: 9%, AUC = 0.63). Differences in power values between impaired and intact visual fields of patients were larger than differences in power values at corresponding locations in the visual fields of the healthy control group (CVI: AUC = 0.95; glaucoma: AUC = 0.87). Pupil sensitivity maps highlighted large field scotomas and indicated the type of visual field defect (VFD) as initially diagnosed with standard automated perimetry (SAP) fairly accurately in CVI patients but less accurately in glaucoma patients. Conclusions: We provide the first quantitative and objective evidence of flicker pupil perimetry's potential in detecting CVI-and glaucoma-induced VFDs. Gaze-contingent flicker pupil perimetry is a useful form of objective perimetry and results suggest it can be used to assess large VFDs with young CVI patients whom are unable to perform SAP.
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Affiliation(s)
- Marnix Naber
- Experimental Psychology, Helmholtz Institute, Utrecht University, Utrecht, Netherlands
| | - Carlien Roelofzen
- Experimental Psychology, Helmholtz Institute, Utrecht University, Utrecht, Netherlands.,Spinoza Centre for Neuroimaging, Royal Netherlands Academy for Arts and Sciences, Amsterdam, Netherlands
| | - Alessio Fracasso
- Spinoza Centre for Neuroimaging, Royal Netherlands Academy for Arts and Sciences, Amsterdam, Netherlands.,Institute of Neuroscience and Psychology, University of Glasgow, Glasgow, United Kingdom
| | - Douwe P Bergsma
- Department of Cognitive Neuroscience, University Medical Centre St. Radboud, Nijmegen, Netherlands
| | - Mies van Genderen
- Bartiméus Diagnostic Centre for complex visual disorders, Zeist, Netherlands
| | - Giorgio L Porro
- Ophthalmology, University Medical Center Utrecht, Utrecht, Netherlands
| | - Serge O Dumoulin
- Experimental Psychology, Helmholtz Institute, Utrecht University, Utrecht, Netherlands.,Spinoza Centre for Neuroimaging, Royal Netherlands Academy for Arts and Sciences, Amsterdam, Netherlands.,Experimental and Applied Psychology, VU University Amsterdam, Amsterdam, Netherlands
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