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Philibert M, Milea D. Basics, benefits, and pitfalls of pupillometers assessing visual function. Eye (Lond) 2024; 38:2415-2421. [PMID: 38802485 PMCID: PMC11306737 DOI: 10.1038/s41433-024-03151-9] [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: 03/20/2024] [Revised: 04/22/2024] [Accepted: 05/17/2024] [Indexed: 05/29/2024] Open
Abstract
Numerous commercially and non-commercially available pupillometers are nowadays able to assess various biological functions in humans, by evaluating pupils' dynamics in response to specific stimuli. However, the use of pupillometers for ophthalmic afferent evaluations (i.e., photoreceptoral responses) in real-world settings is relatively limited. Recent scientific and technological advances, coupled with artificial intelligence methods have improved the performance of such devices to objectively detect, quantify, and classify functional disturbances of the retina and the optic nerve. This review aims to summarize the scientific principles, indications, outcomes, and current limitations of pupillometry used for evaluation of afferent pathways in ophthalmic clinical settings.
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Affiliation(s)
| | - Dan Milea
- Rothschild Foundation Hospital, Paris, France.
- Copenhagen University Hospital, Copenhagen, Denmark.
- Singapore National Eye Centre, Singapore, Singapore.
- Angers University Hospital, Angers, France.
- Duke-NUS Medical School, Singapore, Singapore.
- Singapore Eye Research Institute, Singapore, Singapore.
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Machalińska A, Kuligowska A, Ziontkowska-Wrzałek A, Stroynowska B, Pius-Sadowska E, Safranow K, Machaliński J, Mozolewska-Piotrowska K, Machaliński B. The Severity of Diabetic Retinopathy Corresponds with Corneal Nerve Alterations and Ocular Discomfort of the Patient. Int J Mol Sci 2024; 25:6072. [PMID: 38892258 PMCID: PMC11173272 DOI: 10.3390/ijms25116072] [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: 04/26/2024] [Revised: 05/25/2024] [Accepted: 05/28/2024] [Indexed: 06/21/2024] Open
Abstract
Diabetic retinopathy (DR) remains the leading cause of blindness in the working-age population. Its progression causes gradual damage to corneal nerves, resulting in decreased corneal sensitivity (CS) and disruption of anterior-eye-surface homeostasis, which is clinically manifested by increased ocular discomfort and dry eye disease (DED). This study included 52 DR patients and 52 sex- and age-matched controls. Ocular Surface Disease Index (OSDI) survey, tear film-related parameters, CS, and in vivo corneal confocal microscopy (IVCM) of the subbasal plexus were performed. Furthermore, all patients underwent tear sampling for neurotrophin and cytokine analysis. OSDI scores were greater in DR patients than in controls (p = 0.00020). No differences in the Schirmer test score, noninvasive tear film-break-up time (NIBUT), tear meniscus or interferometry values, bulbar redness, severity of blepharitis or meibomian gland loss were found. In the DR group, both the CS (p < 0.001), and the scotopic pupil diameter (p = 0.00008) decreased. IVCM revealed reduced corneal nerve parameters in DR patients. The stage of DR was positively correlated with the OSDI (Rs = +0.51, 95% CI: + 0.35-+0.64, p < 0.001) and negatively correlated with IVCM corneal nerve parameters and scotopic pupillometry (Rs = -0.26, 95% CI: -0.44--0.06, p = 0.0097). We found negative correlations between the OSDI and IVCM corneal innervation parameters. The DR group showed lower tear film-brain-derived neurotrophic factor (BDNF) levels (p = 0.0001) and no differences in nerve growth factor (NGF)-β, neurotrophin (NT)-4, vascular endothelial growth factor (VEGF), interleukin (IL)-1β, IL-4, IL-5, IL-6, or IL-12 concentrations. Tumor necrosis factor (TNF)-α, IL-2, IL-8, IL-10, granulocyte macrophage colony-stimulating factor (GM-CSF), and interferon (IFN)-γ levels were decreased among patients with DR. Corneal innervation defects have a direct impact on patients' subjective feelings. The evolution of DR appears to be associated with corneal nerve alterations, emphasizing the importance of IVCM.
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Affiliation(s)
- Anna Machalińska
- First Department of Ophthalmology, Pomeranian Medical University, Al. Powstańców Wielkopolskich 72, 70-111 Szczecin, Poland; (A.K.); (A.Z.-W.); (B.S.); (J.M.); (K.M.-P.)
| | - Agnieszka Kuligowska
- First Department of Ophthalmology, Pomeranian Medical University, Al. Powstańców Wielkopolskich 72, 70-111 Szczecin, Poland; (A.K.); (A.Z.-W.); (B.S.); (J.M.); (K.M.-P.)
| | - Alicja Ziontkowska-Wrzałek
- First Department of Ophthalmology, Pomeranian Medical University, Al. Powstańców Wielkopolskich 72, 70-111 Szczecin, Poland; (A.K.); (A.Z.-W.); (B.S.); (J.M.); (K.M.-P.)
| | - Beata Stroynowska
- First Department of Ophthalmology, Pomeranian Medical University, Al. Powstańców Wielkopolskich 72, 70-111 Szczecin, Poland; (A.K.); (A.Z.-W.); (B.S.); (J.M.); (K.M.-P.)
| | - Ewa Pius-Sadowska
- Department of General Pathology, Pomeranian Medical University, Al. Powstańców Wielkopolskich 72, 70-111 Szczecin, Poland; (E.P.-S.); (B.M.)
| | - Krzysztof Safranow
- Department of Biochemistry and Medical Chemistry, Pomeranian Medical University, Al. Powstańców Wielkopolskich 72, 70-111 Szczecin, Poland;
| | - Jan Machaliński
- First Department of Ophthalmology, Pomeranian Medical University, Al. Powstańców Wielkopolskich 72, 70-111 Szczecin, Poland; (A.K.); (A.Z.-W.); (B.S.); (J.M.); (K.M.-P.)
| | - Katarzyna Mozolewska-Piotrowska
- First Department of Ophthalmology, Pomeranian Medical University, Al. Powstańców Wielkopolskich 72, 70-111 Szczecin, Poland; (A.K.); (A.Z.-W.); (B.S.); (J.M.); (K.M.-P.)
| | - Bogusław Machaliński
- Department of General Pathology, Pomeranian Medical University, Al. Powstańców Wielkopolskich 72, 70-111 Szczecin, Poland; (E.P.-S.); (B.M.)
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Rai BB, van Kleef JP, Sabeti F, Vlieger R, Suominen H, Maddess T. Early diabetic eye damage: Comparing detection methods using diagnostic power. Surv Ophthalmol 2024; 69:24-33. [PMID: 37797701 DOI: 10.1016/j.survophthal.2023.09.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 08/22/2023] [Accepted: 09/06/2023] [Indexed: 10/07/2023]
Abstract
It is now clear that retinal neuropathy precedes classical microvascular retinopathy in diabetes. Therefore, tests that underpin useful new endpoints must provide high diagnostic power well before the onset of moderate diabetic retinopathy. Hence, we compare detection methods of early diabetic eye damage. We reviewed data from a range of functional and structural studies of early diabetic eye disease and computed standardized effect size as a measure of diagnostic power, allowing the studies to be compared quantitatively. We then derived minimum performance criteria for tests to provide useful clinical endpoints. This included the criteria that tests should be rapid and easy so that children with type 1 diabetes can be followed into adulthood with the same tests. We also defined attributes that lend test data to further improve performance using Machine/Deep Learning. Data from a new form of objective perimetry suggested that the criteria are achievable.
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Affiliation(s)
- Bhim B Rai
- John Curtin School of Medical Research, Australian National University, Canberra, ACT, Australia; ANU Eccles Institute of Neuroscience, Australian National University, Canberra, ACT, Australia.
| | - Joshua P van Kleef
- John Curtin School of Medical Research, Australian National University, Canberra, ACT, Australia; ANU Eccles Institute of Neuroscience, Australian National University, Canberra, ACT, Australia
| | - Faran Sabeti
- John Curtin School of Medical Research, Australian National University, Canberra, ACT, Australia; School of Optometry, Faculty of Health, 2 University of Canberra, Canberra, ACT, Australia
| | - Robin Vlieger
- ANU School of Computing, Australian National University, Canberra, ACT, Australia
| | - Hanna Suominen
- ANU Eccles Institute of Neuroscience, Australian National University, Canberra, ACT, Australia; ANU School of Computing, Australian National University, Canberra, ACT, Australia; University of Turku, Turku, Finland
| | - Ted Maddess
- John Curtin School of Medical Research, Australian National University, Canberra, ACT, Australia; ANU Eccles Institute of Neuroscience, Australian National University, Canberra, ACT, Australia
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Zhuang X, Chen R, Liang A, Yao J, Wang Z, Chen Y, Zheng K, Lu P, Zhang L, Cao D. Multimodal imaging analysis for the impact of retinal peripheral lesions on central neurovascular structure and retinal function in type 2 diabetes with diabetic retinopathy. Br J Ophthalmol 2023; 107:1496-1501. [PMID: 35772851 DOI: 10.1136/bjo-2022-321297] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2022] [Accepted: 06/13/2022] [Indexed: 02/05/2023]
Abstract
OBJECTIVES To explore the possible role of peripheral lesions (PLs) detected by ultrawide field (UWF) imaging system on central neurovascular structure and retinal function. METHODS Ninety-seven diabetic patients were included in this cross-sectional study using UWF pseudocolour colour imaging with Optos Daytona (Optos, PLC). UWF images were graded as with predominantly peripheral lesions (PPLs) and without PPL. Macular neurovascular alterations and retinal function were measured by optical coherence tomography angiography (OCTA) and RETeval device, respectively. Central microcirculation and retinal function were compared between eyes with and without PPL. RESULTS The study evaluated 186 eyes (97 patients; 43 females (44.3%)), including 92 eyes without PPL and 94 eyes with PPL. Central retinal vessel density was comparable between eyes with and without PPL. Delayed implicit time and decreased pupil area ratio were found in the PPL group compared with eyes without PPL, and this difference remained unchanged after adjusting for systemic factors (all p<0.01). CONCLUSIONS Our study suggests that retinal function is worse in diabetic eyes with PPL. These findings challenged the conventional ETDRS protocols which ignored peripheral retina in determining DR severity. Furthermore, combining UWF imaging with RETeval system to detect more retinal abnormalities may be helpful in DR management.
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Affiliation(s)
- Xuenan Zhuang
- Department of Ophthalmology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
- Key Laboratory of Ophthalmology, Zhongshan Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Ruoyu Chen
- Department of Ophthalmology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong, China
| | - Anyi Liang
- Department of Ophthalmology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
| | - Jie Yao
- Department of Ophthalmology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
- Shantou University Medical College, Shantou, China
| | - Zicheng Wang
- Department of Ophthalmology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
- School of Medicine, South China University of Technology, Guangzhou, Guangdong, China
| | - Yesheng Chen
- Department of Ophthalmology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
- Guangdong Cardiovascular Institute, Guangzhou, Guangdong, China
| | - Kangyan Zheng
- Department of Ophthalmology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
- Shantou University Medical College, Shantou, China
| | - Peiyao Lu
- Department of Ophthalmology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
- Guangdong Cardiovascular Institute, Guangzhou, Guangdong, China
| | - Liang Zhang
- Department of Ophthalmology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong, China
- Guangdong Cardiovascular Institute, Guangzhou, Guangdong, China
| | - Dan Cao
- Department of Ophthalmology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong, China
- Guangdong Cardiovascular Institute, Guangzhou, Guangdong, China
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Dynamic and Static Pupil Changes After Near Work: Comparison Between Reading a Book and Using a Smartphone. BEYOGLU EYE JOURNAL 2022; 7:253-260. [PMID: 36628079 PMCID: PMC9794501 DOI: 10.14744/bej.2022.64325] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/26/2022] [Revised: 05/13/2022] [Accepted: 07/14/2022] [Indexed: 12/25/2022]
Abstract
Objectives Decreased static pupil size due to accommodation is a common clinical finding; however, changes in pupillary dynamic responses after near-work activities such as reading a book and using a smartphone are not well understood. Methods The present study was performed on 76 right eyes of 76 volunteers (mean age: 20.95±2.34 years) who had ocular near activity more than 4 h per day. The participants were divided into two groups based on the dominant activity, reading a book (Group 1) or using a smartphone (Group 2). Evaluation of dynamic and static parameters of the pupil was performed before and after 1 h of continuous routine eye activity in both groups and compared. Results Near work reduced pupil diameter (PD) in all static components (p<0.001) and the amount of change in the min PD (p=0.039) and mesopic PD (p=0.043) were different between two groups and were higher in Group 1 (both, p<0.05). Dynamic elements showed a decrease in initial diameter, amplitude and velocity of contraction and dilation, and an increase in other components so that the changes after using smartphone were significant in all dynamic parameters (all, p<0.05), but reading the book only made a significant difference in the initial diameter, amplitude, and velocity of contraction and duration of dilation (all, p<0.05); the changes were only different in the initial diameter between the two studied groups, which was higher in Group 1 (p=0.047). Conclusion The present study showed that reading a book and using smartphone cause changes in the pupil components, which were decreasing in diameter components and velocity of changes and increasing in latency of changes; the type of ocular work may affect the changes.
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Tan T, Finkelstein MT, Tan GSW, Tan ACS, Chan CM, Mathur R, Wong EYM, Cheung CMG, Wong TY, Milea D, Najjar RP. Retinal neural dysfunction in diabetes revealed with handheld chromatic pupillometry. Clin Exp Ophthalmol 2022; 50:745-756. [PMID: 35616273 PMCID: PMC9796882 DOI: 10.1111/ceo.14116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Revised: 05/17/2022] [Accepted: 05/20/2022] [Indexed: 01/07/2023]
Abstract
BACKGROUND To evaluate the ability of handheld chromatic pupillometry to reveal and localise retinal neural dysfunction in diabetic patients with and without diabetic retinopathy (DR). METHODS This cross-sectional study included 82 diabetics (DM) and 93 controls (60.4 ± 8.4 years, 44.1% males). DM patients included those without (n = 25, 64.7 ± 6.3 years, 44.0% males) and with DR (n = 57, 60.3 ± 8.5 years, 64.9% males). Changes in horizontal pupil radius in response to blue (469 nm) and red (640 nm) light stimuli were assessed monocularly, in clinics, using a custom-built handheld pupillometer. Pupillometric parameters (phasic constriction amplitudes [predominantly from the outer retina], maximal constriction amplitudes [from the inner and outer retina] and post-illumination pupillary responses [PIPRs; predominantly from the inner retina]) were extracted from baseline-adjusted pupillary light response traces and compared between controls, DM without DR, and DR. Net PIPR was defined as the difference between blue and red PIPRs. RESULTS Phasic constriction amplitudes to blue and red lights were decreased in DR compared to controls (p < 0.001; p < 0.001). Maximal constriction amplitudes to blue and red lights were decreased in DR compared to DM without DR (p < 0.001; p = 0.02), and in DM without DR compared to controls (p < 0.001; p = 0.005). Net PIPR was decreased in both DR and DM without DR compared to controls (p = 0.02; p = 0.03), suggesting a wavelength-dependent (and hence retinal) pupillometric dysfunction in diabetic patients with or without DR. CONCLUSIONS Handheld chromatic pupillometry can reveal retinal neural dysfunction in diabetes, even without DR. Patients with DM but no DR displayed primarily inner retinal dysfunction, while patients with DR showed both inner and outer retinal dysfunction.
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Affiliation(s)
- Tien‐En Tan
- Singapore Eye Research Institute, SingaporeSingapore National Eye CentreSingaporeSingapore,Duke‐National University of Singapore Medical SchoolSingaporeSingapore
| | - Maxwell T. Finkelstein
- Singapore Eye Research Institute, SingaporeSingapore National Eye CentreSingaporeSingapore
| | - Gavin Siew Wei Tan
- Singapore Eye Research Institute, SingaporeSingapore National Eye CentreSingaporeSingapore,Duke‐National University of Singapore Medical SchoolSingaporeSingapore
| | - Anna Cheng Sim Tan
- Singapore Eye Research Institute, SingaporeSingapore National Eye CentreSingaporeSingapore,Duke‐National University of Singapore Medical SchoolSingaporeSingapore
| | - Choi Mun Chan
- Singapore Eye Research Institute, SingaporeSingapore National Eye CentreSingaporeSingapore,Duke‐National University of Singapore Medical SchoolSingaporeSingapore
| | - Ranjana Mathur
- Singapore Eye Research Institute, SingaporeSingapore National Eye CentreSingaporeSingapore,Duke‐National University of Singapore Medical SchoolSingaporeSingapore
| | - Edmund Yick Mun Wong
- Singapore Eye Research Institute, SingaporeSingapore National Eye CentreSingaporeSingapore,Duke‐National University of Singapore Medical SchoolSingaporeSingapore
| | - Chui Ming Gemmy Cheung
- Singapore Eye Research Institute, SingaporeSingapore National Eye CentreSingaporeSingapore,Duke‐National University of Singapore Medical SchoolSingaporeSingapore
| | - Tien Yin Wong
- Singapore Eye Research Institute, SingaporeSingapore National Eye CentreSingaporeSingapore,Duke‐National University of Singapore Medical SchoolSingaporeSingapore
| | - Dan Milea
- Singapore Eye Research Institute, SingaporeSingapore National Eye CentreSingaporeSingapore,Duke‐National University of Singapore Medical SchoolSingaporeSingapore
| | - Raymond P. Najjar
- Singapore Eye Research Institute, SingaporeSingapore National Eye CentreSingaporeSingapore,Duke‐National University of Singapore Medical SchoolSingaporeSingapore,Department of Ophthalmology, Yong Loo Lin School of MedicineNational University of SingaporeSingaporeSingapore
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Bista Karki S, Coppell KJ, Mitchell LV, Ogbuehi KC. <p>Dynamic Pupillometry in Type 2 Diabetes: Pupillary Autonomic Dysfunction and the Severity of Diabetic Retinopathy</p>. Clin Ophthalmol 2020; 14:3923-3930. [PMID: 33244218 PMCID: PMC7683350 DOI: 10.2147/opth.s279872] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2020] [Accepted: 10/28/2020] [Indexed: 01/27/2023] Open
Affiliation(s)
| | - Kirsten J Coppell
- Department of Medicine, Dunedin School of Medicine, University of Otago, Dunedin9054, New Zealand
| | - Logan V Mitchell
- Department of Medicine, Dunedin School of Medicine, University of Otago, Dunedin9054, New Zealand
| | - Kelechi C Ogbuehi
- Department of Medicine, Dunedin School of Medicine, University of Otago, Dunedin9054, New Zealand
- Correspondence: Kelechi C Ogbuehi Department of Medicine, Dunedin School of Medicine, University of Otago, 201 Great King Street, Dunedin9054, New ZealandTel +64 3 474 0999 Ext 58308 Email
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