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Yuksel Elgin C, Kaner Savci I, Birisik Y, Hepokur M. Investigating clues of cystoid macular edema from a vascular perspective under long-term latanoprost usage. Int Ophthalmol 2025; 45:188. [PMID: 40347381 DOI: 10.1007/s10792-025-03556-9] [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: 07/23/2024] [Accepted: 04/07/2025] [Indexed: 05/12/2025]
Abstract
PURPOSE To assess the macular vascular effects of prolonged use of latanoprost compared to the dorzolamide-timolol fixed combination in patients with very early-stage glaucoma, where glaucoma-specific damage has been minimized. METHODS The retinal vascular effects of latanoprost versus the dorzolamide-timolol fixed combination were evaluated using Optical Coherence Tomography Angiography (OCT-A) in a case-control study design. A total of 71 eyes from 71 individuals were included in the study: 28 eyes receiving latanoprost (Group 1), 20 eyes receiving the dorzolamide-timolol combination (Group 2), and 23 eyes from healthy individuals (Group 3). Superficial, deep, and radial peripapillary capillary plexus vascular density (SCP-vd, DCP-vd, RPCP-vd) and foveal avascular zone (FAZ) measurements were taken with OCT-A. The comparative analysis between groups was performed with SPSS V.26. RESULTS Across the groups (from 1 to 3), whole image vascular density (vd) measurements were as follows: SCP-vd: 45.86 ± 3.99, 44.58 ± 4.58, 48.35 ± 4.04; DCP-vd: 44.86 ± 5.75, 44.02 ± 6.87, 49.74 ± 4.84; and RPCP-vd: 46.97 ± 3.81, 47.07 ± 5.49, 49.90 ± 2.43. All these measurements were significantly decreased in both glaucoma groups (groups 1 and 2) compared to healthy subjects (group 3). In subgroup analyses of the macular region, including the fovea, parafovea, and perifovea, vd measurements were decreased in all areas except the fovea in glaucoma patients. However, no statistically significant differences were found between the latanoprost and dorzolamide-timolol groups regarding retinal vascular structure. In FAZ measurements, no significant differences were found in any anatomical location among the three groups. CONCLUSION This study demonstrates that latanoprost, the first prostaglandin analog known for its edema-inducing effect on the macula, does not have a long-term impact on macular vascularity. However, this result should be supported with longer and larger studies.
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Shimazaki T, Nitta E, Nakano Y, Kobayashi N, Kojima H, Hara A, Suzuma K. The Effect of Trabeculectomy on Disc Tissue Blood Flow Across Quadrants in Open Angle Glaucoma. J Glaucoma 2025; 34:290-296. [PMID: 39661087 PMCID: PMC11952685 DOI: 10.1097/ijg.0000000000002527] [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: 04/11/2024] [Accepted: 12/03/2024] [Indexed: 12/12/2024]
Abstract
PRCIS Trabeculectomy increases tissue blood flow superior and temporal in the optic nerve head (ONH). Improvement of tissue blood flow superior and temporal in the optic nerve could be an indicator of the effectiveness of glaucoma treatment. OBJECTIVE To investigate changes in tissue blood flow at the ONH before and after trabeculectomy. MATERIALS AND METHODS This prospective study included 53 eyes who underwent trabeculectomy. The mean blur rate of the tissue area mean blur rate of the tissue area (MT) was determined using laser speckle flowgraphy preoperatively and 1 and 3 months postoperatively. MT, laser speckle flowgraphy waveform parameters [blowout score (BOS) and Resistivity Index (RI)], intraocular pressure (IOP), and ocular perfusion pressure (OPP) were analyzed preoperatively and at 3 months postoperatively. RESULTS Postoperatively, IOP decreased (17.9±6.0-9.2±3.4 mm Hg) and OPP increased (43.3±9.2-52.1±6.4 mm Hg). As previously described, BOS increased (73.5±8.3-76.7±6.5; P < 0.001) with an inverse correlation to IOP and in proportion with OPP; RI decreased (0.40±0.1-0.35±0.08; P < 0.001) with an inverse correlation to OPP and in proportion to IOP. However, we found that MT increased significantly after surgery (7.9±2.2-8.8±2.2 AU; P = 0.002) without significant association between MT and IOP or OPP. In the 4 quadrants of the ONH, BOS significantly increased, while RI significantly decreased after surgery in all quadrants. In contrast, MT significantly increased in the superior and temporal quadrants only. CONCLUSIONS Blood flow increases in the superior and temporal ONH.
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Racioppo P, Alhasany A, Pham NV, Wang Z, Corradetti G, Mikaelian G, Paulus YM, Sadda SR, Hu Z. Automated Foveal Avascular Zone Segmentation in Optical Coherence Tomography Angiography Across Multiple Eye Diseases Using Knowledge Distillation. Bioengineering (Basel) 2025; 12:334. [PMID: 40281694 PMCID: PMC12025180 DOI: 10.3390/bioengineering12040334] [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: 02/14/2025] [Revised: 03/15/2025] [Accepted: 03/21/2025] [Indexed: 04/29/2025] Open
Abstract
Optical coherence tomography angiography (OCTA) is a noninvasive imaging technique used to visualize retinal blood flow and identify changes in vascular density and enlargement or distortion of the foveal avascular zone (FAZ), which are indicators of various eye diseases. Although several automated FAZ detection and segmentation algorithms have been developed for use with OCTA, their performance can vary significantly due to differences in data accessibility of OCTA in different retinal pathologies, and differences in image quality in different subjects and/or different OCTA devices. For example, data from subjects with direct macular damage, such as in age-related macular degeneration (AMD), are more readily available in eye clinics, while data on macular damage due to systemic diseases like Alzheimer's disease are often less accessible; data from healthy subjects may have better OCTA quality than subjects with ophthalmic pathologies. Typically, segmentation algorithms make use of convolutional neural networks and, more recently, vision transformers, which make use of both long-range context and fine-grained detail. However, transformers are known to be data-hungry, and may overfit small datasets, such as those common for FAZ segmentation in OCTA, to which there is limited access in clinical practice. To improve model generalization in low-data or imbalanced settings, we propose a multi-condition transformer-based architecture that uses four teacher encoders to distill knowledge into a shared base model, enabling the transfer of learned features across multiple datasets. These include intra-modality distillation using OCTA datasets from four ocular conditions: healthy aging eyes, Alzheimer's disease, AMD, and diabetic retinopathy; and inter-modality distillation incorporating color fundus photographs of subjects undergoing laser photocoagulation therapy. Our multi-condition model achieved a mean Dice Index of 83.8% with pretraining, outperforming single-condition models (mean of 83.1%) across all conditions. Pretraining on color fundus photocoagulation images improved the average Dice Index by a small margin on all conditions except AMD (1.1% on single-condition models, and 0.1% on multi-condition models). Our architecture demonstrates potential for broader applications in detecting and analyzing ophthalmic and systemic diseases across diverse imaging datasets and settings.
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Affiliation(s)
- Peter Racioppo
- Doheny Image Analysis Laboratory, Doheny Eye Institute, 150 North Orange Grove Blvd, Pasadena, CA 91103, USA
| | - Aya Alhasany
- Doheny Image Analysis Laboratory, Doheny Eye Institute, 150 North Orange Grove Blvd, Pasadena, CA 91103, USA
| | - Nhuan Vu Pham
- Doheny Image Analysis Laboratory, Doheny Eye Institute, 150 North Orange Grove Blvd, Pasadena, CA 91103, USA
| | - Ziyuan Wang
- Doheny Image Analysis Laboratory, Doheny Eye Institute, 150 North Orange Grove Blvd, Pasadena, CA 91103, USA
| | - Giulia Corradetti
- Doheny Image Reading and Research Laboratory, Doheny Eye Institute, 150 North Orange Grove Blvd, Pasadena, CA 91103, USA
| | - Gary Mikaelian
- Hedgefog Research Inc., 1891 N Gaffey St. Ste 224, San Pedro, CA 90731, USA
| | - Yannis M. Paulus
- Wilmer Eye Institute, Department of Ophthalmology, Johns Hopkins University, 1800 Orleans St, Baltimore, MD 21287, USA
| | - SriniVas R. Sadda
- Doheny Image Reading and Research Laboratory, Doheny Eye Institute, 150 North Orange Grove Blvd, Pasadena, CA 91103, USA
| | - Zhihong Hu
- Doheny Image Analysis Laboratory, Doheny Eye Institute, 150 North Orange Grove Blvd, Pasadena, CA 91103, USA
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Wang T, Ling Q, Shen B, Jia X. The strong correlation between visual function improvement and retinal microcirculation enhancement in glaucoma. Front Med (Lausanne) 2025; 12:1537741. [PMID: 40177276 PMCID: PMC11961893 DOI: 10.3389/fmed.2025.1537741] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2024] [Accepted: 03/03/2025] [Indexed: 04/05/2025] Open
Abstract
Introduction This study aimed to investigate the alterations in retinal vessel density (VD) among glaucomatous patients following effective intraocular pressure (IOP) reduction and to explore the relationship between retinal VD, visual function, and optic nerve structure. Methods Participants diagnosed with primary open-angle glaucoma (POAG) and chronic primary angle-closure glaucoma (CPACG) were included. We measured peripapillary and macular VD, retinal nerve fiber layer (RNFL) thickness, foveal avascular zone (FAZ), and visual field (VF) parameters before treatment, and at 1 week, 1 month, 3 months, and 6 months post-treatment. The data were analyzed using ANOVA and Pearson correlation analysis. Results A total of 20 patients were included. Significant improvements in peripapillary VD were observed in the superior and nasal sectors at 1 week, superior and temporal sectors at 1 month, and in the superior, inferior, and temporal sectors at 3 months, with sustained improvements in the superior, nasal, and temporal sectors at 6 months. Recovery of macular VD was noted across all sectors at 1 week, predominantly in the superior parafovea at 1 month, and in the superior, inferior parafovea, and inferior perifovea by 3 months, with further improvement in the inferior parafovea and perifovea at 6 months. The FAZ area significantly narrowed within the first 3 months. The mean deviation (MD) value demonstrated an increase at 1 week, 3 months, and 6 months. Notably, changes in peripapillary VD in the superior and inferior sectors exhibited a strong correlation with MD values, while correlations in the nasal and temporal sectors were moderate. Conversely, the correlation between IOP changes and MD was weak. Discussion Effective IOP reduction was beneficial for the recovery of both peripapillary and macular microcirculation, leading to improvements in visual function, suggesting that actively improving retinal microcirculation while reducing IOP may contribute to partial recovery of visual function for patients with chronic glaucoma.
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Affiliation(s)
- Ting Wang
- Department of Ophthalmology, Tongren People’s Hospital, Tongren, China
- Department of Ophthalmology, The Affiliated Hospital of Guizhou Medical University, Guiyang, China
| | - Qiying Ling
- Department of Ophthalmology, Jinan University, Guangzhou, China
| | - Boyu Shen
- Department of Ophthalmology, The Affiliated Hospital of Guizhou Medical University, Guiyang, China
| | - Xu Jia
- Department of Ophthalmology, The Affiliated Hospital of Guizhou Medical University, Guiyang, China
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Zarzecki M, Błażowski J, Obuchowska I, Ustymowicz A, Kraśnicki P, Konopińska J. Color Doppler Imaging Assessment of Ocular Blood Flow Following Ab Externo Canaloplasty in Primary Open-Angle Glaucoma. J Clin Med 2024; 13:7373. [PMID: 39685831 DOI: 10.3390/jcm13237373] [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: 09/30/2024] [Revised: 11/25/2024] [Accepted: 12/02/2024] [Indexed: 12/18/2024] Open
Abstract
Background/Objectives: Glaucomatous neuropathy, a progressive deterioration of retinal ganglion cells, is the leading cause of irreversible blindness worldwide. While elevated intraocular pressure (IOP) is a well-established modifiable risk factor, increasing attention is being directed towards IOP-independent factors, such as vascular alterations. Color Doppler imaging (CDI) is a prominent technique for investigating blood flow parameters in extraocular vessels. This prospective, nonrandomized clinical trial aimed to assess the impact of ab externo canaloplasty on ocular blood flow parameters in patients with primary open-angle glaucoma (POAG) at a three-month follow-up. Methods: Twenty-five eyes of twenty-five patients with early or moderate POAG underwent canaloplasty with simultaneous cataract removal. CDI was used to measure peak systolic velocity (PSV), end-diastolic velocity (EDV), and resistive index (RI) in the ophthalmic artery (OA), central retinal artery (CRA), and short posterior ciliary arteries (SPCAs) before and after surgery. Results: The results showed a significant reduction in IOP and improvement in mean deviation at three months post-surgery. Best corrected visual acuity and retinal nerve fiber layer thickness significantly increased at each postoperative control visit. However, no significant changes were observed in PSV, EDV, and RI in the studied vessels. Conclusions: In conclusion, while canaloplasty effectively reduced IOP and medication burden, it did not significantly improve blood flow parameters in vessels supplying the optic nerve at three months post-surgery. Careful patient selection considering glaucoma severity and vascular risk factors is crucial when choosing between canaloplasty and more invasive procedures like trabeculectomy. Further larger studies are needed to comprehensively analyze this issue.
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Affiliation(s)
- Mateusz Zarzecki
- Department of Ophthalmology, Medical University of Bialystok, 15-089 Bialystok, Poland
| | - Jakub Błażowski
- Department of Ophthalmology, Medical University of Bialystok, 15-089 Bialystok, Poland
| | - Iwona Obuchowska
- Department of Ophthalmology, Medical University of Bialystok, 15-089 Bialystok, Poland
| | - Andrzej Ustymowicz
- Department of Radiology, Medical University of Bialystok, 15-089 Bialystok, Poland
| | - Paweł Kraśnicki
- Department of Ophthalmology, Medical University of Bialystok, 15-089 Bialystok, Poland
| | - Joanna Konopińska
- Department of Ophthalmology, Medical University of Bialystok, 15-089 Bialystok, Poland
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Braun M, Saini C, Sun JA, Shen LQ. The Role of Optical Coherence Tomography Angiography in Glaucoma. Semin Ophthalmol 2024; 39:412-423. [PMID: 38643350 DOI: 10.1080/08820538.2024.2343049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Revised: 04/08/2024] [Accepted: 04/09/2024] [Indexed: 04/22/2024]
Abstract
Glaucoma is the leading cause of irreversible vision loss and comprises a group of chronic optic neuropathies characterized by progressive retinal ganglion cell (RGC) loss. Various etiologies, including impaired blood supply to the optic nerve, have been implicated for glaucoma pathogenesis. Optical coherence tomography angiography (OCTA) is a non-invasive imaging modality for visualizing the ophthalmic microvasculature. Using blood flow as an intrinsic contrast agent, it distinguishes blood vessels from the surrounding tissue. Vessel density (VD) is mainly used as a metric for quantifying the ophthalmic microvasculature. The key anatomic regions for OCTA in glaucoma are the optic nerve head area including the peripapillary region, and the macular region. Specifically, VD of the superficial peripapillary and superficial macular microvasculature is reduced in glaucoma patients compared to unaffected subjects, and VD correlates with functional deficits measured by visual field (VF). This renders OCTA similar in diagnostic capabilities compared to structural retinal nerve fiber layer (RNFL) thickness measurements, especially in early glaucoma. Furthermore, in cases where RNFL thickness measurements are limited due to artifact or floor effect, OCTA technology can be used to evaluate and monitor glaucoma, such as in eyes with high myopia and eyes with advanced glaucoma. However, the clinical utility of OCTA in glaucoma management is limited due to the prevalence of imaging artifacts. Overall, OCTA can play a complementary role in structural OCT imaging and VF testing to aid in the diagnosis and monitoring of glaucoma.
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Affiliation(s)
- Maximilian Braun
- Department of Ophthalmology, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, USA
- Department of Ophthalmology, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
| | - Chhavi Saini
- Department of Ophthalmology, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, USA
| | - Jessica A Sun
- Department of Ophthalmology, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, USA
| | - Lucy Q Shen
- Department of Ophthalmology, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, USA
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Nishida T, Moghimi S, Walker E, Gunasegaran G, Wu JH, Kamalipour A, Mahmoudinezhad G, Zangwill LM, Weinreb RN. Association of foveal avascular zone change and glaucoma progression. Br J Ophthalmol 2024; 108:1101-1106. [PMID: 38164585 PMCID: PMC11192860 DOI: 10.1136/bjo-2023-323970] [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: 10/16/2023] [Accepted: 11/02/2023] [Indexed: 01/03/2024]
Abstract
BACKGROUND/AIMS To investigate the association between longitudinal changes of foveal avascular zone (FAZ) area and the rate of structural and functional progression in glaucoma. METHODS A longitudinal cohort included 115 eyes (46 glaucoma suspect and 66 primary open-angle glaucoma) of 81 patients having ≥2 year follow-up, and ≥4 visits with optical coherence tomography angiography and visual field (VF). Eyes in the longitudinal cohort with a slope greater than that found in 95 percentile of separate healthy test-retest series for FAZ area were categorised into FAZ progressors; all other eyes were defined as FAZ non-progressors. A generalised linear mixed-effect model was used to investigate the association of FAZ progressors with demographic and clinical characteristics. RESULTS Faster ganglion cell complex (GCC) thinning and faster VF mean deviation (MD) loss were found in eyes with FAZ progressors compared with FAZ non-progressors (mean difference: -0.7 (95% CI, -1.4 to -0.1) µm/y; p=0.026, -0.3 (-0.5 to -0.1) dB/y; p=0.017, respectively), while whole image vessel density was not associated with FAZ progressors (p=0.929). SD of intraocular pressure (IOP) and IOP range were also associated with FAZ progressors in separate multivariable models (OR: 1.54 (1.02 to 2.32) per 1 mm Hg higher, p=0.041; OR: 1.20 (1.01 to 1.41) per 1 mm Hg higher; p=0.035, respectively). CONCLUSIONS Significant FAZ increase was weakly associated with moderately faster rates of both GCC thinning and VF MD loss, but not macular vessel density change in glaucoma eyes. Additional studies are needed to elucidate the pathophysiological associations between macula GCC thinning and FAZ area increases in glaucoma.
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Affiliation(s)
- Takashi Nishida
- University of California at San Diego Department of Ophthalmology at the Shiley Eye Institute, La Jolla, California, USA
| | - Sasan Moghimi
- University of California at San Diego Department of Ophthalmology at the Shiley Eye Institute, La Jolla, California, USA
| | - Evan Walker
- University of California at San Diego Department of Ophthalmology at the Shiley Eye Institute, La Jolla, California, USA
| | - Gopikasree Gunasegaran
- University of California at San Diego Department of Ophthalmology at the Shiley Eye Institute, La Jolla, California, USA
| | - Jo-Hsuan Wu
- University of California at San Diego Department of Ophthalmology at the Shiley Eye Institute, La Jolla, California, USA
| | - Alireza Kamalipour
- University of California at San Diego Department of Ophthalmology at the Shiley Eye Institute, La Jolla, California, USA
| | - Golnoush Mahmoudinezhad
- University of California at San Diego Department of Ophthalmology at the Shiley Eye Institute, La Jolla, California, USA
| | - Linda M Zangwill
- University of California at San Diego Department of Ophthalmology at the Shiley Eye Institute, La Jolla, California, USA
| | - Robert N Weinreb
- University of California at San Diego Department of Ophthalmology at the Shiley Eye Institute, La Jolla, California, USA
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Williams PJ, Gregory A, Komro J, You Q, Ross B, Colón C, Juzych MS, Hughes BA, Ridha F. The impact of intraocular pressure on optical coherence tomography angiography: A review of current evidence. Saudi J Ophthalmol 2024; 38:144-151. [PMID: 38988792 PMCID: PMC11232753 DOI: 10.4103/sjopt.sjopt_112_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Revised: 08/22/2023] [Accepted: 08/27/2023] [Indexed: 07/12/2024] Open
Abstract
A scoping review of 45 peer-reviewed manuscripts involving intraocular pressure (IOP) change and concurrent optical coherence tomography angiography (OCTA) assessments was performed to aggregate knowledge, summarize major findings, and identify gaps in literature and methodology relating to the effect of IOP change on OCTA. Articles were identified through PubMed/Medline, Google Scholar, Cochrane, Web of Science, and article reference lists. A total of 838 results were identified, and 45 articles met the inclusion and exclusion criteria for detailed analysis. OCTA metrics including vessel density (VD), perfusion density, and flow density of the superficial capillary plexus and the radial peripapillary capillaries were analyzed in relation to relative temporal IOP changes. Overall, IOP changes were found to affect superficial vascular plexus (VD) measurements on OCTA, especially when IOP elevated above the physiologic normal range (10-21 mmHg). No significant association was found between diurnal IOP variation and OCTA metrics. Cataract surgery improved the whole-image signal strength and VD regardless of changes in IOP. Beta-blockers were associated with paradoxically reduced vessel density in normal tension glaucoma patients in two studies. Although glaucoma surgical intervention studies were inconsistent and limited by scan quality and low sample sizes, patients requiring glaucoma surgery exhibited attenuated postoperative superficial VD recovery despite significant IOP reductions with surgical intervention. In addition to ensuring near-perfect signal strength with minimal media opacities and controlling for high myopia, central corneal thickness, and the presence of retinopathy, clinicians should consider the statistically significant impact of IOP on OCTA metrics when interpreting results.
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Affiliation(s)
- Parker J Williams
- Department of Ophthalmology, Kresge Eye Institute, Wayne State University, Detroit, MI, USA
- Department of Ophthalmology, Ascension Eye Institute, Ascension Macomb-Oakland Hospital, Warren, MI, USA
- Department of Internal Medicine, Lakeland Regional Health Medical Center, Lakeland, FL, USA
| | - Andrew Gregory
- Department of Ophthalmology, Kresge Eye Institute, Wayne State University, Detroit, MI, USA
| | - Jack Komro
- Department of Ophthalmology, Ascension Eye Institute, Ascension Macomb-Oakland Hospital, Warren, MI, USA
| | - Qisheng You
- Department of Ophthalmology, Kresge Eye Institute, Wayne State University, Detroit, MI, USA
| | - Bing Ross
- Department of Ophthalmology, Kresge Eye Institute, Wayne State University, Detroit, MI, USA
| | - Clara Colón
- Department of Ophthalmology, Kresge Eye Institute, Wayne State University, Detroit, MI, USA
| | - Mark S Juzych
- Department of Ophthalmology, Kresge Eye Institute, Wayne State University, Detroit, MI, USA
| | - Bret A Hughes
- Department of Ophthalmology, Kresge Eye Institute, Wayne State University, Detroit, MI, USA
| | - Faisal Ridha
- Department of Ophthalmology, Kresge Eye Institute, Wayne State University, Detroit, MI, USA
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Ninomiya T, Kiyota N, Sharma P, Omodaka K, Himori N, Yasuda M, Kunikata H, Nakazawa T. The Relationship Between Artificial Intelligence-Assisted OCT Angiography-Derived Foveal Avascular Zone Parameters and Visual-Field Defect Progression in Eyes with Open-Angle Glaucoma. OPHTHALMOLOGY SCIENCE 2024; 4:100387. [PMID: 38524379 PMCID: PMC10960060 DOI: 10.1016/j.xops.2023.100387] [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: 02/27/2023] [Revised: 08/02/2023] [Accepted: 08/14/2023] [Indexed: 03/26/2024]
Abstract
Purpose To investigate clinical factors associated with foveal avascular zone (FAZ) parameters obtained using OCT angiography (OCTA) with assistance from a previously developed artificial intelligence (AI) platform in eyes with open-angle glaucoma (OAG). Design Retrospective longitudinal. Participants This study followed up 885 eyes of 558 patients with OAG for ≥ 2 years; all eyes underwent ≥ 5 Humphrey visual-field (VF) tests and had 3.0 × 3.0 mm macular OCTA scans available. Methods Average total deviation (TD) in the superior, superocentral, inferocentral, and inferior sectors of the Humphrey 24-2 program was calculated. We collected 3.0 × 3.0 mm macular OCTA images from each patient and used a previously developed AI platform with these images to obtain FAZ parameters, including FAZ area, FAZ circularity index (CI), and FAZ perimeter. Multivariable linear mixed-effects models were used to analyze the relationship between FAZ parameters, TD or TD slope in each quadrant, and systemic factors, adjusting for potential confounding factors, including axial length. Main Outcome Measures Ophthalmic and systemic variables, FAZ parameters, and TD or TD slope in each quadrant. Results The multivariable model showed that FAZ parameters were correlated with both TD and TD slope in the inferocentral quadrant (β = -0.244 - 0.168, P < 0.001). Both upper-half and lower-half FAZ parameters were better associated with TD-inferocentral and TD-inferocentral slope than TD-superocentral or TD-superocentral slope in terms of β size and statistical significance, indicating that there was no evident vertical anatomical correspondence between TD in the central quadrant and FAZ parameters. Foveal avascular zone area enlargement was associated with female gender (β = 0.242, P = 0.003). Loss of FAZ circularity was associated with both aging and comorbid sleep apnea syndrome (SAS) (yes: 1, no: 0) (β = -0.188, P < 0.001; β = -0.261, P = 0.031, respectively). Foveal avascular zone perimeter elongation was associated with aging and female gender (β = 0.084, P = 0.040; β = 0.168, P = 0.042, respectively). Conclusions Artificial intelligence-assisted OCTA-measured FAZ enlargement and irregular shape might be good markers of ocular hypoperfusion and associated inferocentral VF defect progression in eyes with OAG. Financial Disclosure(s): The author(s) have no proprietary or commercial interest in any materials discussed in this article.
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Affiliation(s)
- Takahiro Ninomiya
- Department of Ophthalmology, Tohoku University Graduate School of Medicine, Miyagi, Japan
| | - Naoki Kiyota
- Department of Ophthalmology, Tohoku University Graduate School of Medicine, Miyagi, Japan
| | - Parmanand Sharma
- Department of Ophthalmology, Tohoku University Graduate School of Medicine, Miyagi, Japan
| | - Kazuko Omodaka
- Department of Ophthalmology, Tohoku University Graduate School of Medicine, Miyagi, Japan
| | - Noriko Himori
- Department of Ophthalmology, Tohoku University Graduate School of Medicine, Miyagi, Japan
- Department of Aging Vision Healthcare, Tohoku University Graduate School of Biomedical Engineering, Tohoku University, Sendai, Japan
| | - Masayuki Yasuda
- Department of Ophthalmology, Tohoku University Graduate School of Medicine, Miyagi, Japan
| | - Hiroshi Kunikata
- Department of Ophthalmology, Tohoku University Graduate School of Medicine, Miyagi, Japan
| | - Toru Nakazawa
- Department of Ophthalmology, Tohoku University Graduate School of Medicine, Miyagi, Japan
- Department of Ophthalmic Imaging and Information Analytics, Tohoku University Graduate School of Medicine, Miyagi, Japan
- Department of Retinal Disease Control, Tohoku University Graduate School of Medicine, Miyagi, Japan
- Department of Advanced Ophthalmic Medicine, Tohoku University Graduate School of Medicine, Miyagi, Japan
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10
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Igawa Y, Shoji T, Weinreb R, Miyake Y, Yoshikawa Y, Takano S, Shinoda K. Early changes in photopic negative response in eyes with glaucoma with and without choroidal detachment after filtration surgery. Br J Ophthalmol 2023; 107:1295-1302. [PMID: 35396212 PMCID: PMC10447412 DOI: 10.1136/bjophthalmol-2021-320730] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Accepted: 03/26/2022] [Indexed: 11/04/2022]
Abstract
BACKGROUND/AIMS To evaluate the electroretinographic (ERG) changes in the early postoperative period following glaucoma filtration surgery, and its relationship with choroidal detachment (CD). METHODS This retrospective observational single-centre study included 57 consecutive patients with primary open-angle glaucoma who underwent unilateral glaucoma filtration surgery. The patients were divided into two groups according to the presence or absence of CD. ERG components, including the photopic negative response (PhNR), a-wave and b-wave were compared before and after surgery using skin electrodes. RESULTS There were 46 patients in the non-CD group and 11 in the CD group. ERG was recorded within 5.1 (2.1 to 8.1) (mean (95% CI)) days after surgery. In the non-CD group, the PhNR amplitude, PhNR/b-wave amplitude ratio and PhNR implicit time improved significantly after surgery (p=0.008, 0.002 and 0.039, respectively). In the CD group, the amplitude of the PhNR, a-wave and b-wave were significantly deteriorated after surgery (p=0.002, 0.001 and 0.001, respectively). Postoperative intraocular pressure (IOP) (p=0.031) and postoperative CD (p<0.001) were significantly associated with change in the PhNR amplitude in the univariate models. In the multivariate analysis, severe CD (stage 3) cases tended to be deteriorated more. CONCLUSION Even in the early postoperative period within several days, the PhNR amplitude increased with IOP lowering following filtration surgery in the absence of CD. The presence of CD may arrest the improvement of the retinal ganglion cell function. The present results enhance understanding the structural and functional recovery after glaucoma surgery and the role of postoperative CD.
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Affiliation(s)
- Yuro Igawa
- Department of Ophthalmology, Saitama Medical University, Iruma, Saitama, Japan
| | - Takuhei Shoji
- Department of Ophthalmology, Saitama Medical University, Iruma, Saitama, Japan
| | - Robert Weinreb
- Hamilton Glaucoma Center and Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, California, USA
| | | | - Yuji Yoshikawa
- Ophthalmology, Saitama Medical University Hospital, Moroyama-machi, Saitama, Japan
| | - Shunichiro Takano
- Department of Ophthalmology, Saitama Medical University, Iruma, Saitama, Japan
| | - Kei Shinoda
- Department of Ophthalmology, Saitama Medical University, Iruma, Saitama, Japan
- Ophthalmology, Teikyo University School of Medicine Graduate School of Medicine, Itabashi-ku, Japan
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11
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Shiga Y, Nishida T, Jeoung JW, Di Polo A, Fortune B. Optical Coherence Tomography and Optical Coherence Tomography Angiography: Essential Tools for Detecting Glaucoma and Disease Progression. FRONTIERS IN OPHTHALMOLOGY 2023; 3:1217125. [PMID: 37982032 PMCID: PMC10655832 DOI: 10.3389/fopht.2023.1217125] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Accepted: 07/03/2023] [Indexed: 11/21/2023]
Abstract
Early diagnosis and detection of disease progression are critical to successful therapeutic intervention in glaucoma, the leading cause of irreversible blindness worldwide. Optical coherence tomography (OCT) is a non-invasive imaging technique that allows objective quantification in vivo of key glaucomatous structural changes in the retina and the optic nerve head (ONH). Advances in OCT technology have increased the scan speed and enhanced image quality, contributing to early glaucoma diagnosis and monitoring, as well as the visualization of critically important structures deep within the ONH, such as the lamina cribrosa. OCT angiography (OCTA) is a dye-free technique for noninvasively assessing ocular microvasculature, including capillaries within each plexus serving the macula, peripapillary retina and ONH regions, as well as the deeper vessels of the choroid. This layer-specific assessment of the microvasculature has provided evidence that retinal and choroidal vascular impairments can occur during early stages of glaucoma, suggesting that OCTA-derived measurements could be used as biomarkers for enhancing detection of glaucoma and its progression, as well as to reveal novel insights about pathophysiology. Moreover, these innovations have demonstrated that damage to the macula, a critical region for the vision-related quality of life, can be observed in the early stages of glaucomatous eyes, leading to a paradigm shift in glaucoma monitoring. Other advances in software and hardware, such as artificial intelligence-based algorithms, adaptive optics, and visible-light OCT, may further benefit clinical management of glaucoma in the future. This article reviews the utility of OCT and OCTA for glaucoma diagnosis and disease progression detection, emphasizes the importance of detecting macula damage in glaucoma, and highlights the future perspective of OCT and OCTA. We conclude that the OCT and OCTA are essential glaucoma detection and monitoring tools, leading to clinical and economic benefits for patients and society.
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Affiliation(s)
- Yukihiro Shiga
- Neuroscience Division, Centre de Recherche du Centre Hospitalier de l'Université de Montréal, Montréal, Québec H2X 0A9, Canada
- Department of Neuroscience, Université de Montréal, Montréal, Québec H3C 3J7, Canada
| | - Takashi Nishida
- Hamilton Glaucoma Center, Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California 92093, USA
| | - Jin Wook Jeoung
- Department of Ophthalmology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul 03080, Republic of Korea
| | - Adriana Di Polo
- Neuroscience Division, Centre de Recherche du Centre Hospitalier de l'Université de Montréal, Montréal, Québec H2X 0A9, Canada
- Department of Neuroscience, Université de Montréal, Montréal, Québec H3C 3J7, Canada
| | - Brad Fortune
- Discoveries in Sight Research Laboratories, Devers Eye Institute and Legacy Research Institute, Legacy Health, 1225 NE Second Avenue, Portland, Oregon 97232, USA
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12
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Nishida T, Oh WH, Moghimi S, Yarmohammadi A, Hou H, David RCC, Kamalipour A, Shoji T, El-Nimri N, Rezapour J, Zangwill LM, Weinreb RN. Central macular OCTA parameters in glaucoma. Br J Ophthalmol 2023; 107:207-214. [PMID: 34426401 PMCID: PMC9368252 DOI: 10.1136/bjophthalmol-2021-319574] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Accepted: 08/04/2021] [Indexed: 02/03/2023]
Abstract
BACKGROUND/AIMS To investigate the relationship between the foveal avascular zone (FAZ) parameters assessed by optical coherence tomography angiography (OCTA) and central visual field parameters in glaucoma and healthy subjects. METHODS One hundred and eighty-eight subjects (248 eyes), including 24 healthy (38 eyes), 37 glaucoma suspect (42 eyes, and 127 primary open angle glaucoma (POAG) patients (168 eyes), underwent imaging using OCTA and standard automated perimetry using the 24-2 and 10-2 Swedish Interactive Thresholding Algorithm. OCTA-based and OCT-based FAZ parameters (superficial FAZ area, FAZ circumference), foveal vessel density (FD300) and foveal thickness were measured. The correlation between FAZ parameters and visual field parameters was assessed using linear mixed model. RESULTS Axial length adjusted-FAZ area was not different among the three groups (mean (95% CI)): in healthy 0.31 (0.27 to 0.36) mm2, glaucoma suspect 0.29 (0.26 to 0.31) mm2 and POAG eyes 0.28 (0.27 to 0.30) mm2 (p=0.578). FD300 was lower in glaucoma suspect 49.1% (47.9% to 50.4%) and POAG eyes 48.7% (48.1% to 49.4%) than healthy eyes 50.5% (49.3% to 51.7%) though the difference was not statistically significant (p=0.071). Lower FD300 was associated with worse 24-2 and 10-2 visual field mean deviation and foveal threshold in multivariable linear mixed models (all p<0.05). In addition, a smaller FAZ area was associated with lower intraocular pressure (IOP) (p=0.026). CONCLUSIONS The FD300, but not the FAZ area was correlated with 10° central visual field mean deviation and foveal threshold in healthy, glaucoma suspect and POAG eyes. In contrast, a smaller FAZ area was associated with lower IOP.
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Affiliation(s)
- Takashi Nishida
- Hamilton Glaucoma Center, Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, CA, United States
| | - Won Hyuk Oh
- Hamilton Glaucoma Center, Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, CA, United States.,Department of Ophthalmology, Sanggye Paik Hospital, Inje University, Seoul, Korea
| | - Sasan Moghimi
- Hamilton Glaucoma Center, Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, CA, United States
| | - Adeleh Yarmohammadi
- Hamilton Glaucoma Center, Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, CA, United States
| | - Huiyuan Hou
- Hamilton Glaucoma Center, Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, CA, United States
| | - Ryan Caezar C. David
- Hamilton Glaucoma Center, Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, CA, United States
| | - Alireza Kamalipour
- Hamilton Glaucoma Center, Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, CA, United States
| | - Takuhei Shoji
- Department of Ophthalmology, Saitama Medical University, Japan
| | - Nevin El-Nimri
- Hamilton Glaucoma Center, Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, CA, United States
| | - Jasmin Rezapour
- Hamilton Glaucoma Center, Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, CA, United States
| | - Linda M. Zangwill
- Hamilton Glaucoma Center, Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, CA, United States
| | - Robert N. Weinreb
- Hamilton Glaucoma Center, Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, CA, United States
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13
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Changes in Macular Thickness after Cataract Surgery in Patients with Open Angle Glaucoma. Diagnostics (Basel) 2023; 13:diagnostics13020244. [PMID: 36673054 PMCID: PMC9857709 DOI: 10.3390/diagnostics13020244] [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: 10/28/2022] [Revised: 12/13/2022] [Accepted: 12/23/2022] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND The purpose of this study was to examine the changes in IOP, total macular and RNFL, ganglion cell layer (GCL) thickness, and aqueous humour flare in open angle glaucoma (OAG) patients before and 6 months after cataract surgery. METHODS This was a prospective observational case-control age- and gender-matched study. Groups: 40 subjects in a controlled OAG (OAGc) group, 20 subjects in an uncontrolled OAG (OAGu) group, and 60 control group subjects. EXAMINATION complete ophthalmic evaluation, IOP measurement, anterior and posterior segment Optical Coherence Tomography (OCT), and laser flare photometry before and 6 months postoperatively. RESULTS Six months postoperatively IOP decreased in all groups. An increase in macular thickness was found postoperatively in all groups. Preoperative aqueous humour flare was higher in the OAGc group than in the control group. After cataract surgery, aqueous humour flare was higher in the control group compared to the preoperative result. CONCLUSIONS Changes in IOP following cataract surgery were strongly negatively correlated with preoperative IOP. An increase in macular thickness was observed 6 months postoperatively in all groups. Aqueous humour flare did not differ in OAGc and OAGu groups pre- and postoperatively but significantly increased in the control group postoperatively.
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14
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Kanno J, Shoji T, Ishii H, Ibuki H, Yoshikawa Y, Sasaki T, Shinoda K. Deep Learning with a Dataset Created Using Kanno Saitama Macro, a Self-Made Automatic Foveal Avascular Zone Extraction Program. J Clin Med 2022; 12:jcm12010183. [PMID: 36614984 PMCID: PMC9821090 DOI: 10.3390/jcm12010183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Revised: 12/08/2022] [Accepted: 12/22/2022] [Indexed: 12/28/2022] Open
Abstract
The extraction of the foveal avascular zone (FAZ) from optical coherence tomography angiography (OCTA) images has been used in many studies in recent years due to its association with various ophthalmic diseases. In this study, we investigated the utility of a dataset for deep learning created using Kanno Saitama Macro (KSM), a program that automatically extracts the FAZ using swept-source OCTA. The test data included 40 eyes of 20 healthy volunteers. For training and validation, we used 257 eyes from 257 patients. The FAZ of the retinal surface image was extracted using KSM, and a dataset for FAZ extraction was created. Based on that dataset, we conducted a training test using a typical U-Net. Two examiners manually extracted the FAZ of the test data, and the results were used as gold standards to compare the Jaccard coefficients between examiners, and between each examiner and the U-Net. The Jaccard coefficient was 0.931 between examiner 1 and examiner 2, 0.951 between examiner 1 and the U-Net, and 0.933 between examiner 2 and the U-Net. The Jaccard coefficients were significantly better between examiner 1 and the U-Net than between examiner 1 and examiner 2 (p < 0.001). These data indicated that the dataset generated by KSM was as good as, if not better than, the agreement between examiners using the manual method. KSM may contribute to reducing the burden of annotation in deep learning.
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Affiliation(s)
- Junji Kanno
- Department of Ophthalmology, Saitama Medical University School of Medicine, Iruma 350-0495, Japan
| | - Takuhei Shoji
- Department of Ophthalmology, Saitama Medical University School of Medicine, Iruma 350-0495, Japan
- Koedo Eye Institute, Kawagoe 350-1123, Japan
- Correspondence: ; Tel.: +81-49-276-1250
| | - Hirokazu Ishii
- Department of Ophthalmology, Saitama Medical University School of Medicine, Iruma 350-0495, Japan
| | - Hisashi Ibuki
- Department of Ophthalmology, Saitama Medical University School of Medicine, Iruma 350-0495, Japan
| | - Yuji Yoshikawa
- Department of Ophthalmology, Saitama Medical University School of Medicine, Iruma 350-0495, Japan
| | - Takanori Sasaki
- Department of Ophthalmology, Saitama Medical University School of Medicine, Iruma 350-0495, Japan
| | - Kei Shinoda
- Department of Ophthalmology, Saitama Medical University School of Medicine, Iruma 350-0495, Japan
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15
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Kamalipour A, Moghimi S, Inpirom VR, Mahmoudinezhad G, Weinreb RN. Multipressure Dial Goggle Effects on Circumpapillary Structure and Microvasculature in Glaucoma Patients. Ophthalmol Glaucoma 2022; 5:572-580. [PMID: 35605936 PMCID: PMC10566504 DOI: 10.1016/j.ogla.2022.05.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 04/25/2022] [Accepted: 05/16/2022] [Indexed: 11/19/2022]
Abstract
PURPOSE To evaluate the effects of pressure changes induced by a multipressure dial (MPD) on circumpapillary retinal nerve fiber layer (RNFL) and capillary density (CD) measurements in patients with glaucoma using OCT angiography (OCTA). DESIGN Prospective interventional study. PARTICIPANTS Twenty-four patients with primary open-angle glaucoma. METHODS One eye of each patient underwent negative pressure application with the MPD. The MPD alters intraocular pressure (IOP) relative to atmospheric pressure by generating a negative pressure vacuum within a goggle chamber that is placed over the eye. Each participant underwent serial high density OCTA imaging (AngioVue) of the optic nerve head at different negative pressure increments of -5 mmHg, starting from 0 mmHg, ending at -20 mmHg, and then returning to baseline. Images were acquired after 2 minutes of sustained negative pressure at each target pressure to allow for stabilization of the retinal structures and microvasculature. The RNFL thickness and CD measurements were automatically calculated using the native AngioVue software, and then exported for analysis. MAIN OUTCOME MEASURES The influence of different levels of negative pressure on circumpapillary RNFL thickness and CD measurements, assessed by a linear mixed-effects model with repeated measures. RESULTS The mean (± SD) age was 71.0 years (± 7.8 years), the baseline IOP was 17.5 mmHg (± 3.6 mmHg), and there was a mean 24-2 mean deviation of -2.80 dB (± 2.55 dB). Serial circumpapillary CD measurements showed a statistically significant dose-dependent increase from baseline, without negative pressure application, to the maximum negative pressure application of -20 mmHg (difference, 2.27%; P = 0.010). Capillary density measurements then decreased symmetrically when lowering the negative pressure to baseline. Circumpapillary CD measurements at target negative pressures of -10 mmHg, -15 mmHg, and -20 mmHg were significantly higher than the baseline measurements (all P values < 0.05). Circumpapillary RNFL thickness remained the same throughout different levels of negative pressure. CONCLUSIONS Circumpapillary CD measurements showed a dose-dependent increase with the induction of negative pressure, while RNFL thickness measurements remained unchanged.
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Affiliation(s)
- Alireza Kamalipour
- Hamilton Glaucoma Center, Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California San Diego, La Jolla, CA
| | - Sasan Moghimi
- Hamilton Glaucoma Center, Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California San Diego, La Jolla, CA
| | - Veronica R Inpirom
- Hamilton Glaucoma Center, Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California San Diego, La Jolla, CA
| | - Golnoush Mahmoudinezhad
- Hamilton Glaucoma Center, Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California San Diego, La Jolla, CA
| | - Robert N Weinreb
- Hamilton Glaucoma Center, Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California San Diego, La Jolla, CA.
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16
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Stabilization of macular, peripapillary and papillary vascular parameters after XEN and trabeculectomy visualized by the optical coherence tomography angiography. Sci Rep 2022; 12:17251. [PMID: 36241852 PMCID: PMC9568588 DOI: 10.1038/s41598-022-22091-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Accepted: 10/10/2022] [Indexed: 01/06/2023] Open
Abstract
To analyze the effect of filtration in glaucoma surgery, XEN versus trabeculectomy, on the vessel area density (VAD) of the macular, papillary and peripapillary regions using optical coherence tomography angiography (OCT-A). This prospective cohort study analyzes the vascular architecture of 47 eyes of 45 patients after two different filtrating surgery procedures (XEN stent and trabeculectomy (TE)) using the OCT-A. Participants who had an outsourced medical anti-glaucoma therapy received filtrating surgery in a 2:1 (XEN: TE) ratio. The primary outcome measurements were changes in the VAD in various layers of retinal perfusion and the foveal avascular zone (FAZ). Both interventions achieved a significant postoperative reduction in IOP (XEN 17.6 ± 3.8-13.7 ± 3.8 mmHg; TE 21.2 ± 5.4-8.8 ± 2.6 mmHg). VAD values did not change significantly after filtrating surgery. Comparing both procedures, a significantly higher VAD for patients treated with TE was seen for the superficial vessel complex (SVC) 375 µm and 750 µm (p = 0.011, p = 0.017), deep vessel complex (DVC) 375 µm (p = 0.029) and the optic disc (p = 0.028) after 6 months, while all other parameters did not differ significantly. In conclusion, VAD does not significantly improve after filtrating surgery in preoperative moderately IOP elevated eyes. The IOP lowering effect of filtrating surgery, however, can stabilize vascular parameters in all layers of perfusion.
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17
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Jung Y, Park HYL, Shin H, Oh SE, Kim SA, Lee JY, Shin DY, Jeon SJ, Kim YC, Shin HY, Choi JA, Lee NY, Park CK. Microvasculature Dropout and Development of Normal Tension Glaucoma in Glaucoma Suspects: The Normal Tension Glaucoma Suspect Cohort Study: Microvasculature dropout and Normal-Tension Glaucoma. Am J Ophthalmol 2022; 243:135-148. [PMID: 35932818 DOI: 10.1016/j.ajo.2022.07.020] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Revised: 07/19/2022] [Accepted: 07/21/2022] [Indexed: 11/01/2022]
Abstract
PURPOSE To investigate the contribution of vessel parameters to identify normal tension glaucoma (NTG) suspects at risk of NTG development. DESIGN Multicenter prospective cohort study. SUBJECTS A total of 307 eyes of 307 NTG suspects having intraocular pressure within the normal range; a suspicious optic disc, but without definite localized retinal nerve fiber layer (RNFL) defects; and a normal visual field (VF). METHODS To measure laminar vessel density (VD), the VD was measured in the intradisc region from images of the deep vascular layers of optical coherence tomography angiography (OCT-A). Conversion to NTG was defined either by a new localized RNFL defect in the superotemporal or inferotemporal region, or the presence of a glaucomatous VF defect on two consecutive tests according to the pattern standard deviation plots. MAIN OUTCOME MEASURE Conversion to NTG. RESULTS In total, 73 (23.8%) of the 307 NTG suspects converted to NTG during the follow-up period of 59.84 ± 12.44 months. Detection rate of microvasculature dropout (MvD) was significantly higher in NTG suspects who progressed to NTG (50.7%) than in those who did not (6.4%; P < 0.001). The macular deep VD (P = 0.006) and laminar deep VD (P = 0.004) were significantly lower in NTG suspects who progressed to NTG. The presence of MvD (P < 0.001) and lower laminar deep VD (P = 0.006) were significantly associated with NTG conversion. CONCLUSIONS NTG suspects with baseline MvD or a lower laminar deep VD on OCT-A had a higher risk of conversion.
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Affiliation(s)
- Younhea Jung
- Department of Ophthalmology, The Catholic University of Korea, Seoul, South Korea; Yeouido St. Mary's Hospital, Seoul, South Korea
| | - Hae-Young Lopilly Park
- Department of Ophthalmology, The Catholic University of Korea, Seoul, South Korea; Seoul St. Mary's Hospital, Seoul, South Korea
| | - Heejong Shin
- Department of Ophthalmology, The Catholic University of Korea, Seoul, South Korea; Seoul St. Mary's Hospital, Seoul, South Korea
| | - Si Eun Oh
- Department of Ophthalmology, The Catholic University of Korea, Seoul, South Korea; Seoul St. Mary's Hospital, Seoul, South Korea
| | - Seong Ah Kim
- Department of Ophthalmology, The Catholic University of Korea, Seoul, South Korea; Seoul St. Mary's Hospital, Seoul, South Korea
| | - Ji-Young Lee
- Department of Ophthalmology, The Catholic University of Korea, Seoul, South Korea; Daejeon St. Mary's Hospital, Daejeon, South Korea
| | - Da Young Shin
- Department of Ophthalmology, The Catholic University of Korea, Seoul, South Korea; Eunpyeong St. Mary's Hospital, Seoul, South Korea
| | - Soo Ji Jeon
- Department of Ophthalmology, The Catholic University of Korea, Seoul, South Korea; Incheon St. Mary's Hospital, Incheon, South Korea
| | - Yong-Chan Kim
- Department of Ophthalmology, The Catholic University of Korea, Seoul, South Korea; Bucheon St. Mary's Hospital, Bucheon, South Korea
| | - Hye-Young Shin
- Department of Ophthalmology, The Catholic University of Korea, Seoul, South Korea; Uijeongbu St. Mary's Hospital, Uijeongbu, South Korea.
| | - Jin A Choi
- Department of Ophthalmology, The Catholic University of Korea, Seoul, South Korea; St. Vincent's Hospital, Suwon, South Korea
| | - Na Young Lee
- Department of Ophthalmology, The Catholic University of Korea, Seoul, South Korea; Eunpyeong St. Mary's Hospital, Seoul, South Korea
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18
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Chen X, Hong Y, Di H, Wu Q, Zhang D, Zhang C. Change of Retinal Vessel Density After Lowering Intraocular Pressure in Ocular Hypertension. Front Med (Lausanne) 2021; 8:730327. [PMID: 34957136 PMCID: PMC8695549 DOI: 10.3389/fmed.2021.730327] [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: 06/24/2021] [Accepted: 11/19/2021] [Indexed: 11/26/2022] Open
Abstract
Purpose: To investigate the relationship between retinal microvasculature changes and intraocular pressure (IOP) for ocular hypertension (OHT) patients and further assess the factors associated with retinal microcirculation changes. Methods: This was a single-center prospective study designed for OHT patients, which consisted of two visits. After collecting baseline data of those who met the eligibility criteria, these patients were treated with latanoprost 0.005% ophthalmic solution for 4 weeks. Peripapillary vessel density (VD) of radial peripapillary capillaries (RPC) layer, macular VD in both superficial and deep layers, and foveal avascular zone (FAZ) area were measured by optical coherence tomography angiography (OCTA) before and after the treatment. We compared the changes in IOP and VD among the two visits by paired-sample t-test. Bonferroni correction was applied. Factors associated with VD changes were analyzed by linear regression analysis. Results: Thirty-four eyes of thirty-four patients were included. The mean IOP decreased by 6.5 ± 2.2 mmHg (p < 0.001). The peripapillary RPC VD increased significantly from 51.8 ± 2.5 to 53.0 ± 3.1% (Adjusted-p = 0.012). We found no significant difference in detailed sectors of the peripapillary region after correction. In the macular area, both the superficial and deep layers in foveal (superficial: 0.2 ± 1.9%, p = 0.523; deep: 0.0 ± 2.3%, p = 0.969) and parafoveal (superficial: 0.3 ± 3.0%, p = 0.565; deep: 0.5 ± 3.1%, p = 0.423) VD remained unchanged. The decrease of the mean FAZ area was insignificant (p = 0.295). The percentage of IOP reduction (β = 0.330, p = 0.031) and the baseline RNFL thickness (β = 0.450, p = 0.004) significantly correlated with the percentage of peripapillary RPC VD improvement in the multivariate linear regression analysis. Conclusion: The peripapillary VD in OHT patients increased after the reduction of IOP. The mild change of IOP did not alter the microcirculation in the macula. In addition, the percentage of IOP change and the baseline RNFL thickness were independent factors for the peripapillary RPC VD improvement.
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Affiliation(s)
- Xuhao Chen
- Department of Ophthalmology, Peking University Third Hospital, Beijing, China.,Beijing Key Laboratory of Restoration of Damaged Ocular Nerve, Peking University Third Hospital, Beijing, China
| | - Ying Hong
- Department of Ophthalmology, Peking University Third Hospital, Beijing, China.,Beijing Key Laboratory of Restoration of Damaged Ocular Nerve, Peking University Third Hospital, Beijing, China
| | - Haohao Di
- Department of Ophthalmology, Zhengzhou Second Hospital, Zhengzhou, China
| | - Qianru Wu
- Department of Ophthalmology, Peking University Third Hospital, Beijing, China.,Beijing Key Laboratory of Restoration of Damaged Ocular Nerve, Peking University Third Hospital, Beijing, China
| | - Di Zhang
- Department of Ophthalmology, Peking University Third Hospital, Beijing, China.,Beijing Key Laboratory of Restoration of Damaged Ocular Nerve, Peking University Third Hospital, Beijing, China
| | - Chun Zhang
- Department of Ophthalmology, Peking University Third Hospital, Beijing, China.,Beijing Key Laboratory of Restoration of Damaged Ocular Nerve, Peking University Third Hospital, Beijing, China
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19
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Shoji T, Ishii H, Kanno J, Sasaki T, Yoshikawa Y, Ibuki H, Shinoda K. Distance between the center of the FAZ measured automatically and the highest foveal bulge using OCT-angiography in elderly healthy eyes. Sci Rep 2021; 11:21485. [PMID: 34728680 PMCID: PMC8563986 DOI: 10.1038/s41598-021-00826-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Accepted: 10/19/2021] [Indexed: 11/09/2022] Open
Abstract
The center of the fovea, termed the foveola, is the area of highest visual acuity, has the highest density of cone photoreceptors. We investigated the distance between the automatically-determined center of the foveal avascular zone (FAZ) and the manually-determined highest foveal bulge (FB) point using single swept-source optical coherence tomography angiography (OCTA) instrument. This cross-sectional study included 49 eyes of 49 individuals (34 women and 15 men; median age: 68 years) with no history of ocular disorders. The FAZ in the superficial capillary plexus was automatically determined using the Kanno-Saitama macro method, and the center of the FAZ was automatically determined using ellipse approximation. Another candidate foveal center, the highest FB point, was determined manually on the serial cross-sectional B-scan images. As a result, the foveal center was manually identified as the highest FB point on B-scan OCTA images. The center of the FAZ was more likely to be located inferior to the highest FB point (p = 0.031). In participants with a total (linear) distance of more than 50 μm between the center of the FAZ and the highest FB point, the displacement was significantly more in the horizontal direction than in the vertical direction (p = 0.017). These results can be applicable to further studies regarding the spatial relationships between the center of the FAZ and the highest FB point in various macular diseases or previously-treated eyes.
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Affiliation(s)
- Takuhei Shoji
- Department of Ophthalmology, Saitama Medical University, 38 Morohongo Moroyama-machi, Iruma, Saitama, 350-0495, Japan.
| | - Hirokazu Ishii
- Department of Ophthalmology, Saitama Medical University, 38 Morohongo Moroyama-machi, Iruma, Saitama, 350-0495, Japan
| | - Junji Kanno
- Department of Ophthalmology, Saitama Medical University, 38 Morohongo Moroyama-machi, Iruma, Saitama, 350-0495, Japan
| | - Takanori Sasaki
- Department of Ophthalmology, Saitama Medical University, 38 Morohongo Moroyama-machi, Iruma, Saitama, 350-0495, Japan
| | - Yuji Yoshikawa
- Department of Ophthalmology, Saitama Medical University, 38 Morohongo Moroyama-machi, Iruma, Saitama, 350-0495, Japan
| | - Hisashi Ibuki
- Department of Ophthalmology, Saitama Medical University, 38 Morohongo Moroyama-machi, Iruma, Saitama, 350-0495, Japan
| | - Kei Shinoda
- Department of Ophthalmology, Saitama Medical University, 38 Morohongo Moroyama-machi, Iruma, Saitama, 350-0495, Japan
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