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Savastano MC, Nociti V, Giannuzzi F, Cestrone V, Carlà MM, Fossataro C, Biagini I, Rizzo C, Kilian R, Bisurgi M, Calabresi P, Mirabella M, Rizzo S. Optical Coherence Tomography Advanced Parameters in Patients With Multiple Sclerosis: Ophthalmological and Neurological Assessments. Am J Ophthalmol 2024; 267:41-49. [PMID: 38901720 DOI: 10.1016/j.ajo.2024.06.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2023] [Revised: 06/07/2024] [Accepted: 06/07/2024] [Indexed: 06/22/2024]
Abstract
PURPOSE To evaluate ophthalmological, neurological, radiological, and laboratory data in patients with multiple sclerosis (MS) and to identify new ophthalmological factors that could be helpful as biomarkers of the disease, potentially leading to an earlier prediction of disease course and disability progression. DESIGN Retrospective, cross-sectional-study. METHODS Best-corrected visual acuity (BCVA), ophthalmological biomicroscopy of the anterior segment and fundus, structural optical coherence tomography (OCT) with retinal nerve fiber layer (RNFL) and ganglion cell complex (GCC), and OCT angiography (OCTA) with vascular density (VD) were performed. The following clinical and neuro-radiological features were assessed: MS phenotype, disease duration, clinical severity, type of treatment, and T2-weighted lesion and T1-weighted Gd+ enhancing lesion number on the brain and spinal cord MRI. RESULTS One hundred and six patients (212 eyes) were analyzed. Sixty-six of them (62.2%) had MS and 40 (37.8%) were matched healthy controls (HCs). patients with MS showed lower RNFL, GCC, and VD in the radial peripapillary capillary plexus than controls in both eyes (P < .05). By Performing a logistic regression with a distinct MS outcome for both eyes, we were able to demonstrate that the value that was most predictive of MS was the average GCC thickness (P = .009). Regression analysis demonstrated that patients with a higher T2-weighted lesions showed a lower RNFL thickness value and reduced GCC and VD values than those with a low lesion load (P < .01 and P < .05, respectively). Similarly, relapsing MS patients showed lower RNFL values (P < .05). CONCLUSIONS Several OCT and OCTA-optic nerve parameters could be useful prognostic biomarkers for the MS disease course in clinical practice. However, it is necessary to do additional research with larger sample sizes in order to validate these findings.
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Affiliation(s)
- Maria Cristina Savastano
- From the Ophthalmology Unit, Fondazione Policlinico Universitario A. Gemelli, IRCCS (M.C.S., F.G., V.C., M.M.C., C.F., S.R.), Rome, Italy; Catholic University of the Sacred Heart (M.C.S., V.N., F.G., V.C., M.M.C., C.F., I.B., S.R.), Rome, Italy
| | - Viviana Nociti
- Catholic University of the Sacred Heart (M.C.S., V.N., F.G., V.C., M.M.C., C.F., I.B., S.R.), Rome, Italy; Centro di Ricerca Sclerosi Multipla (CERSM), Università Cattolica (V.N., M.B., M.M.), Rome, Italy
| | - Federico Giannuzzi
- From the Ophthalmology Unit, Fondazione Policlinico Universitario A. Gemelli, IRCCS (M.C.S., F.G., V.C., M.M.C., C.F., S.R.), Rome, Italy; Catholic University of the Sacred Heart (M.C.S., V.N., F.G., V.C., M.M.C., C.F., I.B., S.R.), Rome, Italy.
| | - Valentina Cestrone
- From the Ophthalmology Unit, Fondazione Policlinico Universitario A. Gemelli, IRCCS (M.C.S., F.G., V.C., M.M.C., C.F., S.R.), Rome, Italy; Catholic University of the Sacred Heart (M.C.S., V.N., F.G., V.C., M.M.C., C.F., I.B., S.R.), Rome, Italy
| | - Matteo Mario Carlà
- From the Ophthalmology Unit, Fondazione Policlinico Universitario A. Gemelli, IRCCS (M.C.S., F.G., V.C., M.M.C., C.F., S.R.), Rome, Italy; Catholic University of the Sacred Heart (M.C.S., V.N., F.G., V.C., M.M.C., C.F., I.B., S.R.), Rome, Italy
| | - Claudia Fossataro
- From the Ophthalmology Unit, Fondazione Policlinico Universitario A. Gemelli, IRCCS (M.C.S., F.G., V.C., M.M.C., C.F., S.R.), Rome, Italy; Catholic University of the Sacred Heart (M.C.S., V.N., F.G., V.C., M.M.C., C.F., I.B., S.R.), Rome, Italy
| | - Ilaria Biagini
- Catholic University of the Sacred Heart (M.C.S., V.N., F.G., V.C., M.M.C., C.F., I.B., S.R.), Rome, Italy; Department NEUROFARBA, University of Florence (I.B.), Florence, Italy
| | - Clara Rizzo
- Ophthalmology, Department of Surgical, Medical and Molecular Pathology and Critical Care Medicine, University of Pisa (C.R.), Pisa, Italy; Ophthalmology Unit, University of Verona (C.R., R.K.), Verona, Italy
| | - Raphael Kilian
- Ophthalmology Unit, University of Verona (C.R., R.K.), Verona, Italy
| | - Marco Bisurgi
- Centro di Ricerca Sclerosi Multipla (CERSM), Università Cattolica (V.N., M.B., M.M.), Rome, Italy; UOC Neurologia, Dipartimento di Neuroscienze, Organi di Senso e Torace, Fondazione Policlinico Universitario Agostino Gemelli IRCCS (M.B., P.C., M.M.), Rome, Italy
| | - Paolo Calabresi
- UOC Neurologia, Dipartimento di Neuroscienze, Organi di Senso e Torace, Fondazione Policlinico Universitario Agostino Gemelli IRCCS (M.B., P.C., M.M.), Rome, Italy
| | - Massimiliano Mirabella
- Centro di Ricerca Sclerosi Multipla (CERSM), Università Cattolica (V.N., M.B., M.M.), Rome, Italy; UOC Neurologia, Dipartimento di Neuroscienze, Organi di Senso e Torace, Fondazione Policlinico Universitario Agostino Gemelli IRCCS (M.B., P.C., M.M.), Rome, Italy
| | - Stanislao Rizzo
- From the Ophthalmology Unit, Fondazione Policlinico Universitario A. Gemelli, IRCCS (M.C.S., F.G., V.C., M.M.C., C.F., S.R.), Rome, Italy; Catholic University of the Sacred Heart (M.C.S., V.N., F.G., V.C., M.M.C., C.F., I.B., S.R.), Rome, Italy; Consiglio Nazionale delle Ricerche, Istituto di Neuroscienze (S.R.), Pisa, Italy
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Garli M, Kurna SA, Gozke E, Yukselen NP. Evaluation of Peripapillary Choroidal Thickness, Retinal Nerve Fiber Layer, and Optic Nerve Head Parameters in Patients with Multiple Sclerosis. BEYOGLU EYE JOURNAL 2024; 9:128-136. [PMID: 39239628 PMCID: PMC11372407 DOI: 10.14744/bej.2024.22590] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Revised: 01/08/2024] [Accepted: 05/30/2024] [Indexed: 09/07/2024]
Abstract
Objectives The objectives of the study are to assess the peripapillary choroidal thickness (PPCT), retinal nerve fiber layer (RNFL), and optic nerve head (ONH) parameters in multiple sclerosis (MS) patients compared to healthy subjects. Methods One hundred and twenty-eight eyes from 64 patients were included in this cross-sectional study. Eighty-two eyes of 41 MS patients and 46 eyes of 23 healthy subjects were examined. PPCT and RNFL were measured using spectral-domain optical coherence tomography (OCT). PPCT was measured from the four quadrants around the optic disc at a distance of 1 mm (PPCT-1) and 2 mm (PPCT-2) from the edge of the ONH and the beginning of the retinal pigment epithelium. ONH parameters were measured with Heidelberg retinal tomography (HRT-3). Disease duration, the number of episodes, MS subtypes, and Expanded Disability Status Scale (EDSS) scores were recorded. Results The RNFL measurements and the mean PPCT-1 and PPCT-2 were significantly lower in MS patients compared to healthy individuals. PPCT-1 and PPCT-2 were measured as the thickest in the temporal quadrant, followed by the superior, nasal, and inferior quadrants, respectively, in both groups. When the ONH parameters were evaluated, cup/disc area ratio, cup area, and cup volume values were significantly higher, whereas optic rim volume and rim area values were significantly lower in MS patients compared to healthy subjects (p<0.05). We observed significant changes in RNFL and ONH parameters of MS patients in parallel with disease severity determined by EDSS scores and the presence of optic neuritis. Conclusion There were significant changes in RNFL thickness, PPCT, and ONH parameters when MS patients were compared with healthy subjects. Assessment of RNFL and PPCT with OCT and ONH with HRT-3 may be useful in the follow-up of MS patients.
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Affiliation(s)
- Murat Garli
- Department of Ophthalmology, University of Health Sciences, Fatih Sultan Mehmet Training and Research Hospital, İstanbul, Türkiye
| | - Sevda Aydin Kurna
- Department of Ophthalmology, University of Health Sciences, Fatih Sultan Mehmet Training and Research Hospital, İstanbul, Türkiye
| | - Eren Gozke
- Department of Neurology, University of Health Sciences, Fatih Sultan Mehmet Training and Research Hospital, İstanbul, Türkiye
| | - Nihan Parasiz Yukselen
- Department of Neurology, University of Health Sciences, Fatih Sultan Mehmet Training and Research Hospital, İstanbul, Türkiye
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Chua J, Tan B, Wong D, Garhöfer G, Liew XW, Popa-Cherecheanu A, Loong Chin CW, Milea D, Li-Hsian Chen C, Schmetterer L. Optical coherence tomography angiography of the retina and choroid in systemic diseases. Prog Retin Eye Res 2024; 103:101292. [PMID: 39218142 DOI: 10.1016/j.preteyeres.2024.101292] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Revised: 08/27/2024] [Accepted: 08/28/2024] [Indexed: 09/04/2024]
Abstract
Optical coherence tomography angiography (OCTA) has transformed ocular vascular imaging, revealing microvascular changes linked to various systemic diseases. This review explores its applications in diabetes, hypertension, cardiovascular diseases, and neurodegenerative diseases. While OCTA provides a valuable window into the body's microvasculature, interpreting the findings can be complex. Additionally, challenges exist due to the relative non-specificity of its findings where changes observed in OCTA might not be unique to a specific disease, variations between OCTA machines, the lack of a standardized normative database for comparison, and potential image artifacts. Despite these limitations, OCTA holds immense potential for the future. The review highlights promising advancements like quantitative analysis of OCTA images, integration of artificial intelligence for faster and more accurate interpretation, and multi-modal imaging combining OCTA with other techniques for a more comprehensive characterization of the ocular vasculature. Furthermore, OCTA's potential future role in personalized medicine, enabling tailored treatment plans based on individual OCTA findings, community screening programs for early disease detection, and longitudinal studies tracking disease progression over time is also discussed. In conclusion, OCTA presents a significant opportunity to improve our understanding and management of systemic diseases. Addressing current limitations and pursuing these exciting future directions can solidify OCTA as an indispensable tool for diagnosis, monitoring disease progression, and potentially guiding treatment decisions across various systemic health conditions.
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Affiliation(s)
- Jacqueline Chua
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Academic Clinical Program, Duke-NUS Medical School, National University of Singapore, Singapore
| | - Bingyao Tan
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; SERI-NTU Advanced Ocular Engineering (STANCE), Singapore, Singapore
| | - Damon Wong
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Academic Clinical Program, Duke-NUS Medical School, National University of Singapore, Singapore; SERI-NTU Advanced Ocular Engineering (STANCE), Singapore, Singapore; School of Chemistry, Chemical Engineering and Biotechnology, Nanyang Technological University, Singapore; Institute of Molecular and Clinical Ophthalmology, Basel, Switzerland
| | - Gerhard Garhöfer
- Department of Clinical Pharmacology, Medical University Vienna, Vienna, Austria
| | - Xin Wei Liew
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Alina Popa-Cherecheanu
- Carol Davila University of Medicine and Pharmacy, Bucharest, Romania; Emergency University Hospital, Department of Ophthalmology, Bucharest, Romania
| | - Calvin Woon Loong Chin
- Academic Clinical Program, Duke-NUS Medical School, National University of Singapore, Singapore; National Heart Research Institute Singapore, National Heart Centre Singapore, Singapore
| | - Dan Milea
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Fondation Ophtalmologique Adolphe De Rothschild, Paris, France
| | - Christopher Li-Hsian Chen
- Memory Aging and Cognition Centre, Departments of Pharmacology and Psychological Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Leopold Schmetterer
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Academic Clinical Program, Duke-NUS Medical School, National University of Singapore, Singapore; SERI-NTU Advanced Ocular Engineering (STANCE), Singapore, Singapore; School of Chemistry, Chemical Engineering and Biotechnology, Nanyang Technological University, Singapore; Institute of Molecular and Clinical Ophthalmology, Basel, Switzerland; Department of Clinical Pharmacology, Medical University Vienna, Vienna, Austria; Fondation Ophtalmologique Adolphe De Rothschild, Paris, France; Center for Medical Physics and Biomedical Engineering, Medical University Vienna, Vienna, Austria.
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Li M, Zhang Q, Zhang Y, Cao K, Pan X, Feng H, Xiang F, Li Z, Li S. Retinal ganglion cell complex thickness in subjects with diabetes mellitus and uncontrolled hypertension in China. BMC Ophthalmol 2024; 24:379. [PMID: 39192272 DOI: 10.1186/s12886-024-03644-x] [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: 05/20/2023] [Accepted: 08/17/2024] [Indexed: 08/29/2024] Open
Abstract
PURPOSE To assess the interactive relationship between blood pressure status and diabetic mellitus (DM) with ganglion cell complex (GCC) thickness in elderly individuals in rural China. METHODS Participants aged 50 years and older in a rural area of Daxing District, Beijing, were recruited in this study from October 2018 to November 2018. All subjects underwent a comprehensive systemic and ocular examination. Blood pressure status was graded as normotension, controlled hypertension and uncontrolled hypertension according to blood pressure measurements and the use of any medication for hypertension treatment. GCC parameters were measured by spectral-domain optical coherence tomography (SD-OCT). Generalized linear models (GLM) adjusted for related potential confounders were used to assess the interaction between DM and blood pressure status. RESULTS Among 1415 screened subjects (2830 eyes), a total of 1117 eyes were enrolled in the final analysis. GLM analysis showed a significant interactive relationship between DM with uncontrolled hypertension status (β = 3.868, p = 0.011). GCC thickness would decrease 0.255 μm per year as the age increased (β=-0.255, p < 0.001). In a subgroup of 574 subjects with uncontrolled hypertension, DM was associated with an increased average of GCC thickness (β = 1.929, p = 0.022). CONCLUSIONS The present results revealed a significant interactive relationship between blood pressure status and DM. The average GCC thickness increased in individuals with DM combined with uncontrolled hypertension, which should be considered in the measurement of GCC. Further studies are warranted to explore ganglion cells changes as a non-invasive method to detect neuron alterations in individuals with DM and uncontrolled hypertension. TRAIL REGISTRATION The registration number of the present trial in the Chinese Clinical Trial Registry is ChiCTR2000037944.
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Affiliation(s)
- Mengyang Li
- Beijing Tongren Eye Center, Beijing Tongren Hospital, Beijing Ophthalmology & Visual Sciences Key Laboratory, Capital Medical University, Beijing, China
| | - Qing Zhang
- Beijing Tongren Eye Center, Beijing Tongren Hospital, Beijing Ophthalmology & Visual Sciences Key Laboratory, Capital Medical University, Beijing, China
- Beijing Institute of Ophthalmology, Capital Medical University, Beijing, China
| | - Ye Zhang
- Beijing Tongren Eye Center, Beijing Tongren Hospital, Beijing Ophthalmology & Visual Sciences Key Laboratory, Capital Medical University, Beijing, China
| | - Kai Cao
- Beijing Tongren Eye Center, Beijing Tongren Hospital, Beijing Ophthalmology & Visual Sciences Key Laboratory, Capital Medical University, Beijing, China
- Beijing Institute of Ophthalmology, Capital Medical University, Beijing, China
| | - Xiaohua Pan
- Shenzhen Eye Hospital, Shenzhen Eye Institute, Jinan University, Shenzhen, China
| | - Hui Feng
- Beijing Tongren Eye Center, Beijing Tongren Hospital, Beijing Ophthalmology & Visual Sciences Key Laboratory, Capital Medical University, Beijing, China
| | - Fei Xiang
- Beijing Tongren Eye Center, Beijing Tongren Hospital, Beijing Ophthalmology & Visual Sciences Key Laboratory, Capital Medical University, Beijing, China
| | - Zhi Li
- Beijing Tongren Eye Center, Beijing Tongren Hospital, Beijing Ophthalmology & Visual Sciences Key Laboratory, Capital Medical University, Beijing, China
| | - Shuning Li
- Beijing Tongren Eye Center, Beijing Tongren Hospital, Beijing Ophthalmology & Visual Sciences Key Laboratory, Capital Medical University, Beijing, China.
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Aghababaei A, Arian R, Soltanipour A, Ashtari F, Rabbani H, Kafieh R. Discrimination of multiple sclerosis using scanning laser ophthalmoscopy images with autoencoder-based feature extraction. Mult Scler Relat Disord 2024; 88:105743. [PMID: 38945032 DOI: 10.1016/j.msard.2024.105743] [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: 04/30/2024] [Accepted: 06/20/2024] [Indexed: 07/02/2024]
Abstract
OBJECTIVE Optical coherence tomography (OCT) investigations have revealed that the thickness of inner retinal layers becomes decreased in multiple sclerosis (MS) patients, compared to healthy control (HC) individuals. To date, a number of studies have applied machine learning to OCT thickness measurements, aiming to enable accurate and automated diagnosis of the disease. However, there have much less emphasis on other less common retinal imaging modalities, like infrared scanning laser ophthalmoscopy (IR-SLO), for classifying MS. IR-SLO uses laser light to capture high-resolution fundus images, often performed in conjunction with OCT to lock B-scans at a fixed position. METHODS We incorporated two independent datasets of IR-SLO images from the Isfahan and Johns Hopkins centers, consisting of 164 MS and 150 HC images. A subject-wise data splitting approach was employed to ensure that there was no leakage between training and test datasets. Several state-of-the-art convolutional neural networks (CNNs), including VGG-16, VGG-19, ResNet-50, and InceptionV3, and a CNN with a custom architecture were employed. In the next step, we designed a convolutional autoencoder (CAE) to extract semantic features subsequently given as inputs to four conventional ML classifiers, including support vector machine (SVM), k-nearest neighbor (K-NN), random forest (RF), and multi-layer perceptron (MLP). RESULTS The custom CNN (85 % accuracy, 85 % sensitivity, 87 % specificity, 93 % area under the receiver operating characteristics [AUROC], and 94 % area under the precision-recall curve [AUPRC]) outperformed state-of-the-art models (84 % accuracy, 83 % sensitivity, 87 % specificity, 92 % AUROC, and 94 % AUPRC); however, utilizing a combination of the CAE and MLP yields even superior results (88 % accuracy, 86 % sensitivity, 91 % specificity, 94 % AUROC, and 95 % AUPRC). CONCLUSIONS We utilized IR-SLO images to differentiate between MS and HC eyes, with promising results achieved using a combination of CAE and MLP. Future multi-center studies involving more heterogenous data are necessary to assess the feasibility of integrating IR-SLO images into routine clinical practice.
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Affiliation(s)
- Ali Aghababaei
- Medical Image and Signal Processing Research Center, Isfahan University of Medical Sciences, Isfahan, Iran; School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Roya Arian
- Medical Image and Signal Processing Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Asieh Soltanipour
- Medical Image and Signal Processing Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Fereshteh Ashtari
- Isfahan Neurosciences Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Hossein Rabbani
- Medical Image and Signal Processing Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Raheleh Kafieh
- Department of Engineering, Durham University, South Road, Durham, UK.
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Arian R, Aghababaei A, Soltanipour A, Khodabandeh Z, Rakhshani S, Iyer SB, Ashtari F, Rabbani H, Kafieh R. SLO-Net: Enhancing Multiple Sclerosis Diagnosis Beyond Optical Coherence Tomography Using Infrared Reflectance Scanning Laser Ophthalmoscopy Images. Transl Vis Sci Technol 2024; 13:13. [PMID: 39017629 PMCID: PMC11262482 DOI: 10.1167/tvst.13.7.13] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Accepted: 04/27/2024] [Indexed: 07/18/2024] Open
Abstract
Purpose Several machine learning studies have used optical coherence tomography (OCT) for multiple sclerosis (MS) classification with promising outcomes. Infrared reflectance scanning laser ophthalmoscopy (IR-SLO) captures high-resolution fundus images, commonly combined with OCT for fixed B-scan positions. However, no machine learning research has utilized IR-SLO images for automated MS diagnosis. Methods This study utilized a dataset comprised of IR-SLO images and OCT data from Isfahan, Iran, encompassing 32 MS and 70 healthy individuals. A number of convolutional neural networks (CNNs)-namely, VGG-16, VGG-19, ResNet-50, ResNet-101, and a custom architecture-were trained with both IR-SLO images and OCT thickness maps as two separate input datasets. The highest performing models for each modality were then integrated to create a bimodal model that receives the combination of OCT thickness maps and IR-SLO images. Subject-wise data splitting was employed to prevent data leakage among training, validation, and testing sets. Results Overall, images of the 102 patients from the internal dataset were divided into test, validation, and training subsets. Subsequently, we employed a bootstrapping approach on the training data through iterative sampling with replacement. The performance of the proposed bimodal model was evaluated on the internal test dataset, demonstrating an accuracy of 92.40% ± 4.1% (95% confidence interval [CI], 83.61-98.08), sensitivity of 95.43% ± 5.75% (95% CI, 83.71-100.0), specificity of 92.82% ± 3.72% (95% CI, 81.15-96.77), area under the receiver operating characteristic (AUROC) curve of 96.99% ± 2.99% (95% CI, 86.11-99.78), and area under the precision-recall curve (AUPRC) of 97.27% ± 2.94% (95% CI, 86.83-99.83). Furthermore, to assess the model generalization ability, we examined its performance on an external test dataset following the same bootstrap methodology, achieving promising results, with accuracy of 85.43% ± 0.08% (95% CI, 71.43-100.0), sensitivity of 97.33% ± 0.06% (95% CI, 83.33-100.0), specificity of 84.6% ± 0.10% (95% CI, 71.43-100.0), AUROC curve of 99.67% ± 0.02% (95% CI, 95.63-100.0), and AUPRC of 99.65% ± 0.02% (95% CI, 94.90-100.0). Conclusions Incorporating both modalities improves the performance of automated diagnosis of MS, showcasing the potential of utilizing IR-SLO as a complementary tool alongside OCT. Translational Relevance Should the results of our proposed bimodal model be validated in future work with larger and more diverse datasets, diagnosis of MS based on both OCT and IR-SLO can be reliably integrated into routine clinical practice.
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Affiliation(s)
- Roya Arian
- Medical Image and Signal Processing Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Ali Aghababaei
- Medical Image and Signal Processing Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
- School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Asieh Soltanipour
- Medical Image and Signal Processing Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Zahra Khodabandeh
- Medical Image and Signal Processing Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Sajed Rakhshani
- Medical Image and Signal Processing Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Shwasa B. Iyer
- Department of Engineering, Durham University, Durham, UK
| | - Fereshteh Ashtari
- Isfahan Neurosciences Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Hossein Rabbani
- Medical Image and Signal Processing Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Raheleh Kafieh
- Department of Engineering, Durham University, Durham, UK
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Fernandes EA, Wildner P, Oset M, Siger M, Stasiołek M, Matysiak M, Wilczyński M. Optical coherence tomography angiography as a potential tool in differential diagnosis of multiple sclerosis and rheumatic disorders with central nervous system involvement. Int Ophthalmol 2024; 44:281. [PMID: 38922460 PMCID: PMC11208227 DOI: 10.1007/s10792-024-03217-3] [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: 10/13/2022] [Accepted: 06/16/2024] [Indexed: 06/27/2024]
Abstract
PURPOSE The aim of this study is to analyse whether optical coherence tomography angiography (angio-OCT, OCTA) measurements can be a useful tool to differentiate central nervous system (CNS) involvement in rheumatic disorders (RD) from multiple sclerosis (MS). METHODS A total of 85 patients- 41 with MS, 21 with RD with CNS involvement and 23 healthy controls were included in the study. All individuals underwent OCTA and the following parameters were measured in each eye separately: average foveal and parafoveal vessel density (VD), average foveal and parafoveal vessel length (VL) of the superficial capillary plexus (SCP) and deep capillary plexus (DCP), as well as area, perimeter, and circularity of the foveal avascular zone. RESULTS OCTA showed a VD reduction in the foveal region of the SCP in eyes of RD patients when compared to MS patients (21.96 ± 3.39 vs.23.88 ± 3.05 (p = 0.003)). There have been no significant differences in any of the assessed parameters that is average VD and total average VL in the foveal area of the SCP as well as of the DCP in the general population comprising healthy controls, MS and RD groups (p > 0.05 for all). CONCLUSIONS Our results suggest that an OCTA finding of decreased VD in the foveal region of the SCP may be considered as a potentially useful biomarker of RD in comparison with MS patients.
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Affiliation(s)
| | - Paula Wildner
- Department of Neurology, Medical University of Lodz, 90-414, Lodz, Poland
| | - Magdalena Oset
- Department of Neurology, Medical University of Lodz, 90-414, Lodz, Poland
| | - Małgorzata Siger
- Department of Neurology, Medical University of Lodz, 90-414, Lodz, Poland
| | - Mariusz Stasiołek
- Department of Neurology, Medical University of Lodz, 90-414, Lodz, Poland
| | - Mariola Matysiak
- Department of Neurology, Medical University of Lodz, 90-414, Lodz, Poland
| | - Michał Wilczyński
- Department of Ophthalmology, Medical University of Lodz, 90-414, Lodz, Poland
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Nadeem S, Zafar AN. Optociliary shunt vessels in multiple sclerosis. Int J Neurosci 2024:1-10. [PMID: 38713461 DOI: 10.1080/00207454.2024.2352770] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Accepted: 05/03/2024] [Indexed: 05/08/2024]
Abstract
BACKGROUND/INTRODUCTION Optociliary shunt vessels develop as a result of chronic retinal venous obstruction. Optic neuritis has never been reported as a causative influence. OBJECTIVE To determine whether optic neuritis predisposes to the development of optociliary shunts in patients with multiple sclerosis. CASES This case series follows two patients with multiple sclerosis from August 1st, 2019 to April 24th, 2024, who developed optociliary shunt vessels after attacks of optic neuritis. A 43-year-old female presented with left visual loss and bilateral superior optociliary shunt vessels. Perimetry showed bilateral peripheral visual field loss. Optical coherence tomography showed bilateral retinal thinning and ganglion cell complex loss. Optical coherence tomography angiography showed reduced capillary density bilaterally. We investigated her and eventually diagnosed her with multiple sclerosis. The second, a 49-year-old female, developed right-sided optociliary shunt vessels after an episode of neuroretinitis. Perimetry revealed bilateral central scotomata; optical coherence tomography showed disc and retinal nerve fiber layer edema, and serous retinal detachment; later, ganglion cell complex loss; and reduced capillary density on optical coherence tomography angiography. Neuroimaging revealed demyelination in both, leading to a diagnosis of multiple sclerosis, and therapy was instituted. CONCLUSIONS We hypothesize, that demyelinating optic neuritis due to multiple sclerosis causes chronic retinal hypoperfusion, leading to subsequent optociliary shunt development in affected eyes. Our case series reveals that eyes with optic neuritis, both previous episodes and fresh cases, can contribute to sufficient retinal vein hypoperfusion to cause the development of optociliary shunts, which should be reported in the literature.
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Affiliation(s)
- Sana Nadeem
- Department of Ophthalmology, Foundation University Medical College and Fauji Foundation Hospital, Rawalpindi, Pakistan
| | - Aasma Nudrat Zafar
- Department of Radiology, Foundation University Medical College and Fauji Foundation Hospital, Rawalpindi, Pakistan
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9
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Smith R, Sapkota R, Antony B, Sun J, Aboud O, Bloch O, Daly M, Fragoso R, Yiu G, Liu YA. A Novel Predictive Model Utilizing Retinal Microstructural Features for Estimating Survival Outcome in Patients with Glioblastoma. RESEARCH SQUARE 2024:rs.3.rs-4420925. [PMID: 38798600 PMCID: PMC11118691 DOI: 10.21203/rs.3.rs-4420925/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2024]
Abstract
Glioblastoma is a highly aggressive brain tumor with poor prognosis despite surgery and chemoradiation. The visual sequelae of glioblastoma have not been well characterized. This study assessed visual outcomes in glioblastoma patients through neuro-ophthalmic exams, imaging of the retinal microstructures/microvasculature, and perimetry. A total of 19 patients (9 male, 10 female, average age at diagnosis 69 years) were enrolled. Best-corrected visual acuity ranged from 20/20-20/50. Occipital tumors showed worse visual fields than frontal tumors (mean deviation - 14.9 and - 0.23, respectively, p < 0.0001). Those with overall survival (OS) < 15 months demonstrated thinner retinal nerve fiber layer and ganglion cell complex (p < 0.0001) and enlarged foveal avascular zone starting from 4 months post-diagnosis (p = 0.006). There was no significant difference between eyes ipsilateral and contralateral to radiation fields (average doses were 1370 cGy and 1180 cGy, respectively, p = 0.42). A machine learning algorithm using retinal microstructure and visual fields predicted patients with long (≥ 15 months) progression free and overall survival with 78% accuracy. Glioblastoma patients frequently present with visual field defects despite normal visual acuity. Patients with poor survival duration demonstrated significant retinal thinning and decreased microvascular density. A machine learning algorithm predicted survival; further validation is warranted.
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Affiliation(s)
| | - Ranjit Sapkota
- Institute of Innovation, Science & Sustainability, Federation University Australia, Mt Helen, Australia
| | - Bhavna Antony
- Institute of Innovation, Science & Sustainability, Federation University Australia, Mt Helen, Australia
| | | | - Orwa Aboud
- Department of Neurology, University of California, Davis
| | | | | | | | - Glenn Yiu
- Department of Ophthalmology & Vision Science, University of California, Davis
| | - Yin Allison Liu
- Department of Ophthalmology & Vision Science, University of California, Davis
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10
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Yılmaz Tuğan B, Bünül SD, Kara B, Alikılıç D, Karabaş L, Efendi H, Yüksel N. Retinal and Choroidal Vascularity Evaluation in Pediatric Radiologically Isolated Syndrome and Multiple Sclerosis. Pediatr Neurol 2024; 153:34-43. [PMID: 38320456 DOI: 10.1016/j.pediatrneurol.2024.01.013] [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: 05/19/2023] [Revised: 12/29/2023] [Accepted: 01/08/2024] [Indexed: 02/08/2024]
Abstract
BACKGROUND To assess vessel density (VD) and flow of retinal plexuses and peripapillary region related with the pediatric radiologically isolated syndrome (RIS) and multiple sclerosis (MS). METHODS We analyzed 24 eyes of 12 participants with the diagnosis of RIS, 24 eyes of 12 participants with the diagnosis of MS, and 26 eyes of 13 age- and sex-matched healthy controls in this prospective, cross-sectional study. The superficial capillary plexus (SCP) and deep capillary plexus, foveal avascular zone, and the flow of choriocapillaris were investigated using optical coherence tomography angiography. RESULTS Parafoveal VD and all subregion parameters in SCP were significantly decreased in the MS group compared with the controls, whereas only nasal and inferior VD were significantly decreased in the pediatric RIS group compared with the controls. Ganglion cell layer (GCL) thickness of all subregions of the inner ring was significantly decreased in the pediatric MS group compared with the control group. No significant difference was observed between the pediatric RIS group and the control group regarding thickness. CONCLUSIONS We showed lower parafoveal VD in all subregions of SCP in pediatric MS, whereas only parafoveal nasal and inferior VD were decreased in pediatric RIS. GCL thickness of inner ring was significantly decreased in the pediatric MS, whereas GCL thickness did not change in pediatric RIS. Therefore, a decrease of parafoveal nasal and inferior VD without a decrease in thickness implies an early impairment of microvasculature in the RIS before impairment of thickness and that microvascular alterations begin from highly vascular superficial parafovea.
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Affiliation(s)
| | | | - Bülent Kara
- Division of Pediatric Neurology, Department of Pediatrics, Kocaeli University, Kocaeli, Turkey
| | - Defne Alikılıç
- Division of Pediatric Neurology, Department of Pediatrics, Kocaeli University, Kocaeli, Turkey
| | - Levent Karabaş
- Department of Ophthalmology, Kocaeli University, Kocaeli, Turkey
| | - Hüsnü Efendi
- Department of Neurology, Kocaeli University, Kocaeli, Turkey
| | - Nurşen Yüksel
- Department of Ophthalmology, Kocaeli University, Kocaeli, Turkey
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11
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Jalili J, Nadimi M, Jafari B, Esfandiari A, Mojarad M, Subramanian PS, Aghsaei Fard M. Vessel Density Features of Optical Coherence Tomography Angiography for Classification of Optic Neuropathies Using Machine Learning. J Neuroophthalmol 2024; 44:41-46. [PMID: 37440373 DOI: 10.1097/wno.0000000000001925] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/15/2023]
Abstract
BACKGROUND To evaluate the classification performance of machine learning based on the 4 vessel density features of peripapillary optical coherence tomography angiography (OCT-A) for classifying healthy, nonarteritic anterior ischemic optic neuropathy (NAION), and optic neuritis (ON) eyes. METHODS Forty-five eyes of 45 NAION patients, 32 eyes of 32 ON patients, and 76 eyes of 76 healthy individuals with optic nerve head OCT-A were included. Four vessel density features of OCT-A images were developed using a threshold-based segmentation method and were integrated in 3 models of machine learning classifiers. Classification performances of support vector machine (SVM), random forest, and Gaussian Naive Bayes (GNB) models were evaluated with the area under the receiver-operating-characteristic curve (AUC) and accuracy. RESULTS We divided 121 images into a 70% training set and 30% test set. For ON-NAION classification, best results were achieved with 50% threshold, in which 3 classifiers (SVM, RF, and GNB) discriminated ON from NAION with an AUC of 1 and accuracy of 1. For ON-Normal classification, with 100% threshold, SVM and RF classifiers were able to discriminate normal from ON with AUCs of 1 and accuracies of 1. For NAION-normal classification, with 50% threshold, the SVM and RF classified the NAION from normal with AUC and accuracy of 1. CONCLUSIONS ML based on the combined peripapillary vessel density features of total vessels and capillaries in the whole image and ring image could provide excellent performance for NAION and ON distinction.
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Affiliation(s)
- Jalil Jalili
- Biomedical Engineering Unit (JJ, MN), Cardiovascular Disease Research Center, Heshmat Hospital, School of Medicine, Guilan University of Medical Sciences, Rasht, Iran; Farabi Eye Hospital (BJ, AE, MAF), Tehran University of Medical Sciences, Tehran, Iran; School of Medicine (MM), Guilan University of Medical Sciences, Rasht, Iran; and Department of Ophthalmology (PSS), University of Colorado, School of Medicine, Aurora, Colorado
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12
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Fursova AZ, Zubkova MY, Vasilyeva MA, Karlash YA, Derbeneva AS. [Optical coherence tomography angiography in the diagnosis of multiple sclerosis]. Vestn Oftalmol 2024; 140:63-70. [PMID: 38742500 DOI: 10.17116/oftalma202414002163] [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] [Indexed: 05/16/2024]
Abstract
PURPOSE This study analyzes the main changes in retinal microcirculation in patients with multiple sclerosis (MS) and their relationship with the type of disease course. MATERIAL AND METHODS 159 patients (318 eyes) were examined. The groups were formed according to the type of course and duration of MS: group 1 - 37 patients (74 eyes; 23.27%) with relapsing-remitting MS (RRMS) less than 1 year; group 2 - 47 patients (94 eyes; 29.56%) with RRMS from 1 year to 10 years; group 3 - 44 patients (86 eyes; 27.05%) with RRMS >10 years; group 4 - 32 patients (64 eyes; 20.12%) with secondary progressive MS (SPMS). Subgroups A and B were allocated within each group depending on the absence or presence of optic neuritis (ON). Patients underwent standard ophthalmological examination, including optical coherence tomography angiography (OCTA). RESULTS A decrease in the vessel density (wiVD) and perfusion density (wiPD) in the macular and peripapillary regions was revealed, progressing with the duration of the disease and with its transition to the progressive type. The minimum values were observed in patients with SPMS (group 4), with the most pronounced in the subgroup with ON (wiVD = 16.06±3.65 mm/mm2, wiPD = 39.38±9.46%, ppwiPD = 44.06±3.09%, ppwiF = 0.41±0.05). CONCLUSION OCTA provides the ability to detect subclinical vascular changes and can be considered a comprehensive, reliable method for early diagnosis and monitoring of MS progression.
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Affiliation(s)
- A Zh Fursova
- Novosibirsk State Regional Hospital, Novosibirsk, Russia
- Novosibirsk State Medical University, Novosibirsk, Russia
| | - M Yu Zubkova
- Novosibirsk State Regional Hospital, Novosibirsk, Russia
- Novosibirsk State Medical University, Novosibirsk, Russia
| | - M A Vasilyeva
- Novosibirsk State Regional Hospital, Novosibirsk, Russia
- Novosibirsk State Medical University, Novosibirsk, Russia
| | - Yu A Karlash
- Novosibirsk State Regional Hospital, Novosibirsk, Russia
- Novosibirsk State Medical University, Novosibirsk, Russia
| | - A S Derbeneva
- Novosibirsk State Regional Hospital, Novosibirsk, Russia
- Novosibirsk State Medical University, Novosibirsk, Russia
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13
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Donica VC, Alexa AI, Pavel IA, Danielescu C, Ciapă MA, Donica AL, Bogdănici CM. The Evolvement of OCT and OCT-A in Identifying Multiple Sclerosis Biomarkers. Biomedicines 2023; 11:3031. [PMID: 38002031 PMCID: PMC10669604 DOI: 10.3390/biomedicines11113031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Revised: 11/09/2023] [Accepted: 11/10/2023] [Indexed: 11/26/2023] Open
Abstract
The prevalence of multiple sclerosis (MS) has been increasing among young people in developing countries over the last years. With the continuous development of new technology, the diagnosis and follow-up of these patients has received new parameters that physicians may use in their practice. This paper reviews the main biomarkers identified through Optical Coherence Tomography Angiography (OCT-A) involved in the development and progression of MS and investigates the role it may have in detecting changes to the central nervous system (CNS).
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Affiliation(s)
- Vlad Constantin Donica
- Department of Ophthalmology, Faculty of Medicine, University of Medicine and Pharmacy “Grigore T. Popa”, University Street, No. 16, 700115 Iasi, Romania; (V.C.D.); (C.D.); (C.M.B.)
| | - Anisia Iuliana Alexa
- Department of Ophthalmology, Faculty of Medicine, University of Medicine and Pharmacy “Grigore T. Popa”, University Street, No. 16, 700115 Iasi, Romania; (V.C.D.); (C.D.); (C.M.B.)
| | - Irina Andreea Pavel
- Department of Ophthalmology, Faculty of Medicine, University of Medicine and Pharmacy “Grigore T. Popa”, University Street, No. 16, 700115 Iasi, Romania; (V.C.D.); (C.D.); (C.M.B.)
| | - Ciprian Danielescu
- Department of Ophthalmology, Faculty of Medicine, University of Medicine and Pharmacy “Grigore T. Popa”, University Street, No. 16, 700115 Iasi, Romania; (V.C.D.); (C.D.); (C.M.B.)
| | | | | | - Camelia Margareta Bogdănici
- Department of Ophthalmology, Faculty of Medicine, University of Medicine and Pharmacy “Grigore T. Popa”, University Street, No. 16, 700115 Iasi, Romania; (V.C.D.); (C.D.); (C.M.B.)
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14
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Bostan M, Li C, Sim YC, Bujor I, Wong D, Tan B, Ismail MB, Garhöfer G, Tiu C, Pirvulescu R, Schmetterer L, Popa-Cherecheanu A, Chua J. Combining retinal structural and vascular measurements improves discriminative power for multiple sclerosis patients. Ann N Y Acad Sci 2023; 1529:72-83. [PMID: 37656135 DOI: 10.1111/nyas.15060] [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] [Indexed: 09/02/2023]
Abstract
Data on how retinal structural and vascular parameters jointly influence the diagnostic performance of detection of multiple sclerosis (MS) patients without optic neuritis (MSNON) are lacking. To investigate the diagnostic performance of structural and vascular changes to detect MSNON from controls, we performed a cross-sectional study of 76 eyes from 51 MS participants and 117 eyes from 71 healthy controls. Retinal macular ganglion cell complex (GCC), retinal nerve fiber layer (RNFL) thicknesses, and capillary densities from the superficial (SCP) and deep capillary plexuses (DCP) were obtained from the Cirrus AngioPlex. The best structural parameter for detecting MS was compensated RNFL from the optic nerve head (AUC = 0.85), followed by GCC from the macula (AUC = 0.79), while the best vascular parameter was the SCP (AUC = 0.66). Combining structural and vascular parameters improved the diagnostic performance for MS detection (AUC = 0.90; p<0.001). Including both structure and vasculature in the joint model considerably improved the discrimination between MSNON and normal controls compared to each parameter separately (p = 0.027). Combining optical coherence tomography (OCT)-derived structural metrics and vascular measurements from optical coherence tomography angiography (OCTA) improved the detection of MSNON. Further studies may be warranted to evaluate the clinical utility of OCT and OCTA parameters in the prediction of disease progression.
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Affiliation(s)
- Mihai Bostan
- Department of Ophthalmology, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
- Department of Ophthalmology, Ophthalmology Emergency Hospital, Bucharest, Romania
| | - Chi Li
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
- School of Computer Science and Engineering, Nanyang Technological University, Singapore
| | - Yin Ci Sim
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
| | - Inna Bujor
- Department of Ophthalmology, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
| | - Damon Wong
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
- SERI-NTU Advanced Ocular Engineering (STANCE), Singapore, Singapore
- School of Chemistry, Chemical Engineering and Biotechnology, Nanyang Technological University, Singapore
| | - Bingyao Tan
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
- SERI-NTU Advanced Ocular Engineering (STANCE), Singapore, Singapore
- School of Chemistry, Chemical Engineering and Biotechnology, Nanyang Technological University, Singapore
| | - Munirah Binte Ismail
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
- SERI-NTU Advanced Ocular Engineering (STANCE), Singapore, Singapore
| | - Gerhard Garhöfer
- Department of Clinical Pharmacology, Medical University Vienna, Vienna, Austria
| | - Cristina Tiu
- Department of Ophthalmology, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
- Department of Neurology, Emergency University Hospital, Bucharest, Romania
| | - Ruxandra Pirvulescu
- Department of Ophthalmology, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
- Department of Ophthalmology, Emergency University Hospital, Bucharest, Romania
| | - Leopold Schmetterer
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
- SERI-NTU Advanced Ocular Engineering (STANCE), Singapore, Singapore
- School of Chemistry, Chemical Engineering and Biotechnology, Nanyang Technological University, Singapore
- Department of Clinical Pharmacology, Medical University Vienna, Vienna, Austria
- Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, National University of Singapore, Singapore
- Center for Medical Physics and Biomedical Engineering, Medical University Vienna, Vienna, Austria
- Institute of Molecular and Clinical Ophthalmology, Basel, Switzerland
| | - Alina Popa-Cherecheanu
- Department of Ophthalmology, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
- Department of Ophthalmology, Emergency University Hospital, Bucharest, Romania
| | - Jacqueline Chua
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
- Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, National University of Singapore, Singapore
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15
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Vasconcelos CFM, Ribas VT, Petrs-Silva H. Shared Molecular Pathways in Glaucoma and Other Neurodegenerative Diseases: Insights from RNA-Seq Analysis and miRNA Regulation for Promising Therapeutic Avenues. Cells 2023; 12:2155. [PMID: 37681887 PMCID: PMC10486375 DOI: 10.3390/cells12172155] [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: 07/29/2023] [Revised: 08/14/2023] [Accepted: 08/21/2023] [Indexed: 09/09/2023] Open
Abstract
Advances in RNA-sequencing technologies have led to the identification of molecular biomarkers for several diseases, including neurodegenerative diseases, such as Alzheimer's, Parkinson's, Huntington's diseases and Amyotrophic Lateral Sclerosis. Despite the nature of glaucoma as a neurodegenerative disorder with several similarities with the other above-mentioned diseases, transcriptional data about this disease are still scarce. microRNAs are small molecules (~17-25 nucleotides) that have been found to be specifically expressed in the CNS as major components of the system regulating the development signatures of neurodegenerative diseases and the homeostasis of the brain. In this review, we sought to identify similarities between the functional mechanisms and the activated pathways of the most common neurodegenerative diseases, as well as to discuss how those mechanisms are regulated by miRNAs, using RNA-Seq as an approach to compare them. We also discuss therapeutically suitable applications for these disease hallmarks in clinical future studies.
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Affiliation(s)
- Carlos Franciney Moreira Vasconcelos
- University of Medicine of Göttingen, 37075 Göttingen, Germany
- Institute of Biophysics Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro 21941-902, Brazil
| | - Vinicius Toledo Ribas
- Institute of Biological Sciences, Universidade Federal de Minas Gerais (ICB/UFMG), Belo Horizonte 31270-901, Brazil;
| | - Hilda Petrs-Silva
- Institute of Biophysics Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro 21941-902, Brazil
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16
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Codron P, Masmoudi I, Tran THC. Retinal Vascular Density Using Optical Coherence Tomography-Angiography in Optic Neuritis. J Clin Med 2023; 12:5403. [PMID: 37629445 PMCID: PMC10455229 DOI: 10.3390/jcm12165403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Revised: 08/11/2023] [Accepted: 08/18/2023] [Indexed: 08/27/2023] Open
Abstract
The aim of this study is to access the perifoveolar and peripapillary vascular density (VD) using optical coherence tomography-angiography (OCT-A) in eyes with optic neuritis (ON) and in fellow eyes, then compare that to healthy controls. METHOD This is a cross-sectional study including 22 patients with unilateral ON and 20 control eyes of healthy subjects. A complete clinical examination and OCT-A were performed at least 6 months after the acute episode of optic neuritis. Vascular plexuses of the peripapillary and perifoveolar images obtained from OCT-A were used to calculate the VD in each plexus: superficial, deep, and peripapillary capillaries for each group (ON eyes, fellow eyes, healthy eyes). RESULTS Compared to healthy control eyes, in the peripapillary area, we found a significant decrease in VD not only in ON eyes but also in fellow eyes in average (p ≤ 0.05) and in the temporal sector (p < 0.001). In the perifoveolar area, the VD of the superficial capillary plexus is decreased in all sectors (p < 0.001) in ON eyes and only in the upper sector (p = 0.037) of fellow eyes compared to control eyes. VD correlates with ganglion cell layer (GCL) thickness in ON and in fellow eyes. CONCLUSION Peripapillary vascular density is decreased in both affected eyes and fellow eyes after a unilateral episode of optic neuritis, suggesting a subclinical involvement of the disease. Further studies are needed to clarify the mechanism and clinical implications of these data.
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Affiliation(s)
- Paul Codron
- Department of Ophthalmology, Amiens University Hospital, 80000 Amiens, France;
| | - Ines Masmoudi
- Department of Neurology, Amiens University Hospital, 80000 Amiens, France;
| | - Thi Ha Chau Tran
- Department of Ophthalmology, Amiens University Hospital, 80000 Amiens, France;
- Laboratory of Lille Neurosciences & Cognition, INSERM U1172, 59000 Lille, France
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17
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Douglas VP, Douglas KAA, Torun N. Optical coherence tomography angiography in neuro-ophthalmology. Curr Opin Ophthalmol 2023; 34:354-360. [PMID: 37070535 DOI: 10.1097/icu.0000000000000955] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/19/2023]
Abstract
PURPOSE OF REVIEW Optical coherence tomography angiography (OCTA) is a novel, noninvasive imaging technique, which provides depth resolved visualization of microvasculature of the retina and choroid. Although OCTA has been widely used for the evaluation of a number of retinal diseases, its use in the field of neuro-ophthalmology has been less studied. In this review, we provide an update on the utility of OCTA in neuro-ophthalmic conditions. RECENT FINDINGS Peripapillary and macular microvasculature analyses have indicated that OCTA can be a promising tool for early detection of a number of neuro-ophthalmic diseases, differential diagnosis, and monitoring of disease progression. Recent studies have demonstrated that structural and functional impairment can develop at early stages in some conditions such as in multiple sclerosis and Alzheimer's disease even in the absence of overt clinical symptoms. Furthermore, this dye-less technique can be a valuable adjunct tool in the detection of complications commonly seen in some congenital entities such optic disc drusen. SUMMARY Since its introduction, OCTA has emerged as an important imaging approach shedding light on unrevealed pathophysiological mechanisms of several ocular diseases. The use of OCTA as a biomarker in the field of neuro-ophthalmology has recently gained considerable attention with studies supporting its role in clinical setting while larger studies are warranted for correlating these findings with traditional diagnostic procedures and clinical features and outcomes.
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Affiliation(s)
| | | | - Nurhan Torun
- Division of Ophthalmology, Department of Surgery, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
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18
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Mohammadi S, Gouravani M, Salehi MA, Arevalo JF, Galetta SL, Harandi H, Frohman EM, Frohman TC, Saidha S, Sattarnezhad N, Paul F. Optical coherence tomography angiography measurements in multiple sclerosis: a systematic review and meta-analysis. J Neuroinflammation 2023; 20:85. [PMID: 36973708 PMCID: PMC10041805 DOI: 10.1186/s12974-023-02763-4] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Accepted: 03/11/2023] [Indexed: 03/29/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Recent literature on multiple sclerosis (MS) demonstrates the growing implementation of optical coherence tomography-angiography (OCT-A) to discover potential qualitative and quantitative changes in the retina and optic nerve. In this review, we analyze OCT-A studies in patients with MS and examine its utility as a surrogate or precursor to changes in central nervous system tissue. METHODS PubMed and EMBASE were systematically searched to identify articles that applied OCT-A to evaluate the retinal microvasculature measurements in patients with MS. Quantitative data synthesis was performed on all measurements which were evaluated in at least two unique studies with the same OCT-A devices, software, and study population compared to controls. A fixed-effects or random-effects model was applied for the meta-analysis based on the heterogeneity level. RESULTS The study selection process yielded the inclusion of 18 studies with a total of 1552 evaluated eyes in 673 MS-associated optic neuritis (MSON) eyes, 741 MS without optic neuritis (MSNON eyes), and 138 eyes without specification for the presence of optic neuritis (ON) in addition to 1107 healthy control (HC) eyes. Results indicated that MS cases had significantly decreased whole image superficial capillary plexus (SCP) vessel density when compared to healthy control subjects in the analyses conducted on Optovue and Topcon studies (both P < 0.0001). Likewise, the whole image vessel densities of deep capillary plexus (DCP) and radial peripapillary capillary (RPC) were significantly lower in MS cases compared to HC (all P < 0.05). Regarding optic disc area quadrants, MSON eyes had significantly decreased mean RPC vessel density compared to MSNON eyes in all quadrants except for the inferior (all P < 0.05). Results of the analysis of studies that used prototype Axsun machine revealed that MSON and MSNON eyes both had significantly lower ONH flow index compared to HC (both P < 0.0001). CONCLUSIONS This systematic review and meta-analysis of the studies reporting OCT-A measurements of people with MS confirmed the tendency of MS eyes to exhibit reduced vessel density in the macular and optic disc areas, mainly in SCP, DCP, and RPC vessel densities.
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Affiliation(s)
- Soheil Mohammadi
- School of Medicine, Tehran University of Medical Sciences, Pour Sina St, Keshavarz Blvd, Tehran, 1417613151, Iran
| | - Mahdi Gouravani
- School of Medicine, Tehran University of Medical Sciences, Pour Sina St, Keshavarz Blvd, Tehran, 1417613151, Iran
| | - Mohammad Amin Salehi
- School of Medicine, Tehran University of Medical Sciences, Pour Sina St, Keshavarz Blvd, Tehran, 1417613151, Iran.
| | - J Fernando Arevalo
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, USA
| | - Steven L Galetta
- Department of Neurology, New York University Langone Medical Center, New York, NY, USA
| | - Hamid Harandi
- School of Medicine, Tehran University of Medical Sciences, Pour Sina St, Keshavarz Blvd, Tehran, 1417613151, Iran
| | - Elliot M Frohman
- Laboratory of Neuroimmunology, Stanford University School of Medicine, Stanford, CA, USA
| | - Teresa C Frohman
- Laboratory of Neuroimmunology, Stanford University School of Medicine, Stanford, CA, USA
| | - Shiv Saidha
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins University, Baltimore, MD, USA
| | - Neda Sattarnezhad
- Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology, Stanford Multiple Sclerosis Center, Stanford University, Stanford, USA
| | - Friedemann Paul
- Department of Neurology, Experimental and Clinical Research Center, Max Delbrueck Center for Molecular Medicine, NeuroCure Clinical Research Center, Charité Universitätsmedizin Berlin, Berlin, Germany
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19
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Kuo CY, Lin PK, Soong BW, Chen SJ. Progressive macular ischemia in retinal vasculopathy with cerebral leukodystrophy. Eur J Ophthalmol 2023; 33:NP92-NP96. [PMID: 34496654 DOI: 10.1177/11206721211044632] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
PURPOSE We present a case of retinal vasculopathy with cerebral leukodystrophy and review the usefulness of optical coherence tomography angiography (OCT-A) in the assessment of long-term outcomes. CASE DESCRIPTION A 31-year-old woman developed sudden-onset scotoma in her right eye. Fundus examination and fluorescein angiography showed a patch of soft exudate and capillary nonperfusion in the posterior pole and outside the vascular arcades. OCT-A revealed that the initial vessel density (VD) of the superficial capillary plexus (SCP) and deep capillary plexus (DCP) of the right eye were 32% and 49.2%, respectively. Interestingly, over time, the VD of the SCP and DCP gradually decreased to 23.1% and 26.2%, respectively. In contrast, the initial VD of the SCP and DCP of the left eye were both stable at 44.3% and 56.2%, respectively, and only decreased slightly to 39.3% and 45.7%, respectively, over time. The average VD loss of the SCP and DCP, assessed over 1 year, was 8% and 13%, respectively, in the right eye, and 3% and 6%, respectively, in the left eye. CONCLUSION Based on this case report, in which we demonstrated a long-term decline in VD of the macula in a young woman with mild retinal vasculopathy with cerebral leukodystrophy, we suggest that there is a potential and valuable role for OCT-A in this rare disease.
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Affiliation(s)
- Che-Yuan Kuo
- Department of Ophthalmology, Taipei Veterans General Hospital, Taipei
| | - Po-Kang Lin
- Department of Ophthalmology, Taipei Veterans General Hospital, Taipei.,Department of Ophthalmology, School of Medicine, National Yang Ming Chiao Tung University, Hsinchu
| | - Bin-Wen Soong
- Taipei Neuroscience Institute, Taipei Medical University, Taipei.,Department of Neurology, Taipei Medical University-Shuang Ho Hospital, New Taipei City.,Department of Neurology, Taipei Veterans General Hospital, Taipei
| | - Shih-Jen Chen
- Department of Ophthalmology, Taipei Veterans General Hospital, Taipei.,Department of Ophthalmology, School of Medicine, National Yang Ming Chiao Tung University, Hsinchu
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20
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The Role of Optical Coherence Tomography Angiography in Optic Nerve Head Edema: A Narrative Review. J Ophthalmol 2022; 2022:5823345. [PMID: 36505507 PMCID: PMC9729054 DOI: 10.1155/2022/5823345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Revised: 10/21/2022] [Accepted: 11/16/2022] [Indexed: 12/03/2022] Open
Abstract
Optic nerve head (ONH) edema is a clinical manifestation of many ocular and systemic disorders. Ocular and central nervous system imaging has been used to differentiate the underlying cause of ONH edema and monitor the disease course. ONH vessel abnormalities are among the earliest signs of impaired axonal transportation. Optical coherence tomography angiography (OCTA) is a noninvasive method for imaging ONH and peripapillary vessels and has been used extensively for studying vascular changes in ONH disorders, including ONH edema. In this narrative review, we describe OCTA findings of the most common causes of ONH edema and its differential diagnoses including ONH drusen.
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21
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Optical Coherence Tomography and Optical Coherence Tomography with Angiography in Multiple Sclerosis. Healthcare (Basel) 2022; 10:healthcare10081386. [PMID: 35893208 PMCID: PMC9394264 DOI: 10.3390/healthcare10081386] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2022] [Revised: 07/14/2022] [Accepted: 07/22/2022] [Indexed: 11/27/2022] Open
Abstract
Multiple sclerosis (MS) is an inflammatory and neurodegenerative, potentially disabling disease of the central nervous system. OCT (Optical Coherence Tomography) and OCT-A (Optical Coherence Tomography with Angiography) are imaging techniques for the retina and choroid that are used in the diagnosis and monitoring of ophthalmological conditions. Their use has recently expanded the study of several autoimmune disorders, including MS. Although their application in MS remains unclear, the results seem promising. This review aimed to provide insight into the most recent OCT and OCT-A findings in MS and may function as a reference point for future research. According to the current literature, the retinal nerve fibre layer (RNFL) and ganglion cell-inner plexiform complex (GC-IPL) are significantly reduced in people with MS and are inversely correlated with disease duration. The use of OCT might help distinguish between MS and neuromyelitis optica spectrum disorders (NMOSD), as the latter presents with more pronounced thinning in both the RNFL and GC-IPL. The OCT-A findings in MS include reduced vessel density in the macula, peripapillary area, or both, and the enlargement of the foveal avascular zone (FAZ) in the setting of optic neuritis. Additionally, OCT-A might be able to detect damage in the very early stages of the disease as well as disease progression in severe cases.
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22
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Dong Y, Guo X, Arsiwala-Scheppach LT, Sharrett AR, Ramulu PY, Mihailovic A, Pan-Doh N, Mosley T, Coresh J, Abraham AG. Association of Optical Coherence Tomography and Optical Coherence Tomography Angiography Retinal Features With Visual Function in Older Adults. JAMA Ophthalmol 2022; 140:809-817. [PMID: 35834267 DOI: 10.1001/jamaophthalmol.2022.2099] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Importance Although there is abundant evidence relating neuronal and vascular optical coherence tomography (OCT) and OCT angiography (OCTA) measures to retinal disease, data on the normative distribution of retinal features and their associations with visual function in a healthy, older, community-based population are sparse. Objectives To characterize the normative OCT and OCTA measures in older adults and describe their associations with visual function. Design, Setting, and Participants This was a cross-sectional, observational study conducted from May 17, 2017, to May 31, 2019. The study included a community-based sample. Participants in the Atherosclerosis Risk in Communities study from Jackson, Mississippi (all self-reported Black participants), and Washington County, Maryland (all self-reported White participants), were recruited in the Eye Determinants of Cognition study (EyeDOC). Data analyses were conducted from June 14, 2020, to May 31, 2021. Main Outcomes and Measures Retinal measurements, including retinal nerve fiber layer (RNFL) thickness, macular ganglion cell complex (GCC) thickness, macular vessel density (VD) in the superficial capillary plexus (SCP) and deep capillary plexus (DCP), and foveal avascular zone (FAZ) area, were captured with spectral-domain OCT and OCTA. Visual function, including presenting distance vision, corrected distance vision, near visual acuity (VA), and contrast sensitivity (CS), was assessed. Results A total of 759 participants (mean [SD] age, 80 [4.2] years; 480 female participants [63%]; 352 Black participants [46%]) were included in the study. Mean (SD) GCC thickness (89.2 [9.3] μm vs 92.3 [8.5] μm) and mean (SD) FAZ (0.36 [0.16] mm2 vs 0.26 [0.12] mm2) differed between Jackson and Washington County participants, respectively. Mean (SD) RNFL thickness and mean (SD) VD in SCP and DCP were greater for participants 80 years or younger than for participants older than 80 years (RNFL: ≤80 years, 93.2 [10.5] μm; >80 years, 91.1 [11.6] μm; VD SCP, ≤80 years, 44.3% [3.5%]; >80 years, 43.5% [3.8%]; VD DCP, ≤80 years, 44.7% [4.9%]; >80 years, 43.7% [4.8%]). Linear regression showed each 10-μm increment in RNFL thickness and GCC thickness was positively associated with 0.016 higher logCS among all participants (RNFL: 95% CI, 0.005-0.027; P = .004; GCC: 95% CI, 0.003-0.029; P = .02), with stronger associations among Jackson participants. The associations of VA and structural measures were found only in Jackson participants, with coefficients per 10-μm increment of 0.012 logMAR VA (RNFL: 95% CI, 0.000-0.023; P = .049) and 0.020 logMAR VA (GCC: 95% CI, 0.004-0.034; P = .04). Conclusions and Relevance In this cross-sectional study, better CS was associated with greater RNFL thickness and GCC thickness, but no visual measures were associated with angiographic features overall. These findings suggest that clinical application of normative references for OCT- and OCTA-based measures should consider demographic and community features.
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Affiliation(s)
- Yanan Dong
- Department of Epidemiology, The Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.,Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Xinxing Guo
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | | | - A Richey Sharrett
- Department of Epidemiology, The Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Pradeep Y Ramulu
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Aleksandra Mihailovic
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Nathan Pan-Doh
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Thomas Mosley
- The MIND Center, University of Mississippi Medical Center, Jackson
| | - Josef Coresh
- Department of Epidemiology, The Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Alison G Abraham
- Department of Epidemiology, The Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.,Department of Epidemiology, University of Colorado, Anschutz Medical Campus, Denver.,Department of Ophthalmology, University of Colorado, Anschutz Medical Campus, Denver
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23
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Abstract
Theoretical models of retinal hemodynamics showed the modulation of retinal pulsatile patterns (RPPs) by heart rate (HR), yet in-vivo validation and scientific merit of this biological process is lacking. Such evidence is critical for result interpretation, study design, and (patho-)physiological modeling of human biology spanning applications in various medical specialties. In retinal hemodynamic video-recordings, we characterize the morphology of RPPs and assess the impact of modulation by HR or other variables. Principal component analysis isolated two RPPs, i.e., spontaneous venous pulsation (SVP) and optic cup pulsation (OCP). Heart rate modulated SVP and OCP morphology (pFDR < 0.05); age modulated SVP morphology (pFDR < 0.05). In addition, age and HR demonstrated the effect on between-group differences. This knowledge greatly affects future study designs, analyses of between-group differences in RPPs, and biophysical models investigating relationships between RPPs, intracranial, intraocular pressures, and cardiovascular physiology. Video-recordings of retinal pulsatile patterns in human eye are modulated by heart rate and age. This invivo evidence fundamentally impacts modeling of retinal function and clinical design in wide range of medical specialties.
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24
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Yılmaz Tuğan B, Bünül SD. The Effect of Radiologically Isolated Syndrome on Retinal and Choroidal Hemodynamics - An Optical Coherence Tomography Angiography Study. Curr Eye Res 2022; 47:1312-1321. [DOI: 10.1080/02713683.2022.2078493] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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25
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Lee GI, Kim Y, Park KA, Oh SY, Kong DS, Hong SD. Parafoveal and peripapillary vessel density in pediatric and juvenile craniopharyngioma patients. Sci Rep 2022; 12:5355. [PMID: 35354881 PMCID: PMC8969166 DOI: 10.1038/s41598-022-09391-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Accepted: 02/28/2022] [Indexed: 11/09/2022] Open
Abstract
AbstractWe assessed the retinal microvascular alterations detected by optical coherence tomography angiography (OCT-A) in pediatric and juvenile craniopharyngioma (CP) patients with chiasmal compression. We included 15 eyes of 15 pediatric or juvenile CP patients and 18 eyes of 18 healthy subjects. The evaluation of vessel density from the superficial retinal capillary plexus (SRCP), the deep retinal capillary plexus, and the radial peripapillary capillary (RPC) segments was obtained by OCT-A. The association between vessel density measures and functional and structural measurements was also analyzed. There were significant reductions in the nasal sector of the SRCP (p < 0.0001) and all sectors of the RPC segment vessel density (nasal, temporal, and superior; p < 0.0001, inferior; p = 0.0015) in CP patients postoperatively compared to the healthy subjects. The peripapillary retinal nerve fiber layer (r = 0.6602, p = 0.0074) and ganglion cell-inner plexiform layer thicknesses (r = 0.7532, p = 0.0030) were associated with RPC segment vessel density. Visual acuity (r = − 0.5517, p = 0.0330) and temporal visual field sensitivity loss (r = 0.5394, p = 0.0465) showed an association with SRCP vessel density. In pediatric and juvenile patients with CP, parafoveal and peripapillary vascular changes following chiasmal compression were observed. The changes in vascular structures were closely related to structural and functional outcomes.
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26
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Garlı M, Kurna SA, Alış A, Akın Çakır E, Yükselen NP, Açıkalın B. Evaluation of peripapillary and subfoveal choroidal vascularity index in patients with multiple sclerosis. Photodiagnosis Photodyn Ther 2022; 38:102810. [PMID: 35304309 DOI: 10.1016/j.pdpdt.2022.102810] [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: 12/13/2021] [Revised: 02/02/2022] [Accepted: 03/14/2022] [Indexed: 11/18/2022]
Abstract
PURPOSE To evaluate the changes in the peripapillary choroidal vascularity index (PCVI) and subfoveal choroidal vascularity index (SFCVI) in multiple sclerosis (MS) patients and healthy subjects METHODS: A total of 145 eyes of 73 patients were investigated in this cross-sectional study. 78 eyes of 39 MS patients (Group 1) and 67 eyes of 34 healthy subjects (Group 2) were evaluated. MS patients with a history of optic neuritis (ON) constituted Group 1a, those without a history of ON constituted Group 1b. RESULTS The mean PCVI was significantly lower in Group 1 than Group 2 (61,39±3,00 % vs 64,49±2,29 % respectively, p<0.001). The mean SFCVI scores of Group 1 was significantly lower than Group 2 (64,01±2,66 % vs. 66,87±2,14 % respectively, p<0.001). The mean PCVI of Group 1a (59,26±2,85 %) was significantly lower compared to Group 1b (62,87±2,08 %) and Group 2 (64,49±2,29 %, p1<0.001, p2<0.001). The mean SFCVI of Group 1a was significantly lower than Group 2 (64.26±2.75 % vs. 66.87±2.14 % respectively, p<0.001). CONCLUSION PCVI and SFCVI scores were significantly lower in MS patients compared to healthy controls. PCVI scores of MS patients who had a history of ON were significantly lower than those of patients without a previous ON attack, as were SFCVI scores. We consider that evaluation of PCVI and SFCVI might be useful for monitoring ocular involvement in patients with MS.
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Affiliation(s)
- Murat Garlı
- Department of Ophthalmology, Fatih Sultan Mehmet Training and Research Hospital, University of Health Sciences, Istanbul 34752, Turkey.
| | - Sevda Aydın Kurna
- Department of Ophthalmology, Fatih Sultan Mehmet Training and Research Hospital, University of Health Sciences, Istanbul 34752, Turkey
| | - Abdülkadir Alış
- Department of Ophthalmology, Fatih Sultan Mehmet Training and Research Hospital, University of Health Sciences, Istanbul 34752, Turkey
| | - Esra Akın Çakır
- Department of Ophthalmology, Fatih Sultan Mehmet Training and Research Hospital, University of Health Sciences, Istanbul 34752, Turkey
| | - Nihan Parasız Yükselen
- Department of Neurology, Fatih Sultan Mehmet Training and Research Hospital, University of Health Sciences, Istanbul 34752, Turkey
| | - Banu Açıkalın
- Department of Ophthalmology, Fatih Sultan Mehmet Training and Research Hospital, University of Health Sciences, Istanbul 34752, Turkey
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27
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Ava S, Tamam Y, Hazar L, Karahan M, Erdem S, Dursun ME, Keklikçi U. Relationship between optical coherence tomography angiography and visual evoked potential in patients with multiple sclerosis. Indian J Ophthalmol 2022; 70:873-878. [PMID: 35225535 PMCID: PMC9114564 DOI: 10.4103/ijo.ijo_431_21] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Purpose: This study aimed to identify an easy-to-apply biomarker by correlating visual evoked potential (VEP) with optical coherence tomography angiography (OCTA) results in multiple sclerosis (MS). Methods: Our study was planned prospectively. Patients with MS were divided into two groups, VEP prolonged group 1 and VEP normal group 2. Age-matched and gender-matched healthy individuals (group 3) were included as the control group. Vascular density (VD) of the optic nerve head (ONH) and radial peripapillary capillaries (RPCs) were measured and recorded by OCTA. The optic nerve damage of patients was measured and recorded with a VEP device. Results: Thirty-two eyes were included in group 1, 50 eyes were included in group 2, and 51 healthy eyes were included in group 3. In terms of visual acuity, group 1 was significantly lower than the other groups (P < 0.001). Regardless of the prolongation of p100 latency in patients with MS, whole image, inside disc ONH VD and in the same sectors in RPC VD were found to be significantly lower than the control group (P < 0.05). Retinal nerve fiber layer thickness was found to be significantly lower in group 1 than in group 2 and group 3 (P < 0.05). There was a significant correlation between low ONH VD and RPC VD and prolonged VEP P100 (P < 0.05). Conclusion: VEP measurements can be correlated with OCTA measurements in patients with MS and can be used as a biomarker to determine the degree of optic nerve damage.
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Affiliation(s)
- Sedat Ava
- Dicle University School of Medicine, Department of Ophthalmology, Diyarbakır, Turkey
| | - Yusuf Tamam
- Dicle University School of Medicine, Department of Neurology, Diyarbakır, Turkey
| | - Leyla Hazar
- Dicle University School of Medicine, Department of Ophthalmology, Diyarbakır, Turkey
| | - Mine Karahan
- Dicle University School of Medicine, Department of Ophthalmology, Diyarbakır, Turkey
| | - Seyfettin Erdem
- Dicle University School of Medicine, Department of Ophthalmology, Diyarbakır, Turkey
| | - Mehmet Emin Dursun
- Dicle University School of Medicine, Department of Ophthalmology, Diyarbakır, Turkey
| | - Ugur Keklikçi
- Dicle University School of Medicine, Department of Ophthalmology, Diyarbakır, Turkey
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28
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Temel E, Aşıkgarip N, Koçak Y, Örnek K, Kocamış Ö, Özcan G. Analysis of choroidal vascularity index in multiple sclerosis patients without optic neuritis attack. Photodiagnosis Photodyn Ther 2022; 38:102823. [DOI: 10.1016/j.pdpdt.2022.102823] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Revised: 02/26/2022] [Accepted: 03/17/2022] [Indexed: 10/18/2022]
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29
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Christinaki E, Kulenovic H, Hadoux X, Baldassini N, Van Eijgen J, De Groef L, Stalmans I, van Wijngaarden P. Retinal imaging biomarkers of neurodegenerative diseases. Clin Exp Optom 2022; 105:194-204. [PMID: 34751086 DOI: 10.1080/08164622.2021.1984179] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
The timely detection of neurodegenerative diseases is central to improving clinical care as well as enabling the development and deployment of disease-modifying therapies. Retinal imaging is emerging as a method to detect features of a number of neurodegenerative diseases, given the anatomical and functional similarities between the retina and the brain. This review provides an overview of the current status of retinal imaging biomarkers of neurodegenerative diseases including Alzheimer's disease, Parkinson's disease, Lewy body dementia, frontotemporal dementia, Huntington's disease and multiple sclerosis. Whilst research findings are promising, efforts to harmonise study designs and imaging methods will be important in translating these findings into clinical care. Doing so may mean that eye care providers will play important roles in the detection of a variety of neurodegenerative diseases in future.
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Affiliation(s)
- Eirini Christinaki
- Research Group Ophthalmology, Department of Neurosciences, KU Leuven, Leuven, Belgium
| | - Hana Kulenovic
- Research Group Ophthalmology, Department of Neurosciences, KU Leuven, Leuven, Belgium
| | - Xavier Hadoux
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, Australia
| | - Nicole Baldassini
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, Australia
| | - Jan Van Eijgen
- Research Group Ophthalmology, Department of Neurosciences, KU Leuven, Leuven, Belgium.,Department of Ophthalmology, University Hospitals Leuven, Leuven, Belgium
| | - Lies De Groef
- Neural Circuit Development and Regeneration Research Group, Department of Biology, University of Leuven (KU Leuven), Leuven, Belgium.,Leuven Brain Institute, Leuven, Belgium
| | - Ingeborg Stalmans
- Research Group Ophthalmology, Department of Neurosciences, KU Leuven, Leuven, Belgium.,Department of Ophthalmology, University Hospitals Leuven, Leuven, Belgium.,Neural Circuit Development and Regeneration Research Group, Department of Biology, University of Leuven (KU Leuven), Leuven, Belgium
| | - Peter van Wijngaarden
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, Australia.,Ophthalmology, Department of Surgery, University of Melbourne, Parkville, Australia
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30
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Augustin AJ, Atorf J. The Value of Optical Coherence Tomography Angiography (OCT-A) in Neurological Diseases. Diagnostics (Basel) 2022; 12:diagnostics12020468. [PMID: 35204559 PMCID: PMC8871393 DOI: 10.3390/diagnostics12020468] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Revised: 01/26/2022] [Accepted: 02/09/2022] [Indexed: 12/05/2022] Open
Abstract
Optical coherence tomography angiography (OCT-A) was commercially introduced in 2014. OCT-A allows a fast, non-invasive, three-dimensional analysis of the retinal vasculature from the vitreoretinal interface to the choriocapillaris. The results can be evaluated separately in automated or custom-defined retinal layers. Since its introduction, OCT-A has also been used in patients with neurological diseases in order to find and characterize retinal biomarkers. Many neurological diseases have retinal manifestations, often preceding the key symptoms of the neurological disease. Anatomically and developmentally, the retina is a part of the brain. In contrast to the brain, the retina is easily accessible for imaging methods; moreover, retinal imaging is more cost-effective than brain imaging. In this review, the current knowledge about OCT-A findings and possible OCT-A biomarkers in neurological diseases is summarized and discussed regarding the value of OCT-A as a diagnostic tool in neurological diseases.
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31
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Cunha LP, Pires LA, Cruzeiro MM, Almeida ALM, Martins LC, Martins PN, Shigaeff N, Vale TC. Optical coherence tomography in neurodegenerative disorders. ARQUIVOS DE NEURO-PSIQUIATRIA 2022; 80:180-191. [PMID: 35352756 PMCID: PMC9648920 DOI: 10.1590/0004-282x-anp-2021-0134] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Revised: 05/21/2021] [Accepted: 06/15/2021] [Indexed: 02/06/2023]
Abstract
BACKGROUND Structural imaging of the brain is the most widely used diagnostic tool for investigating neurodegenerative diseases. More advanced structural imaging techniques have been applied to early or prodromic phases, but they are expensive and not widely available. Therefore, it is highly desirable to search for noninvasive, easily accessible, low-cost clinical biomarkers suitable for large-scale population screening, in order to focus on making diagnoses at the earliest stages of the disease. In this scenario, imaging studies focusing on the structures of the retina have increasingly been used for evaluating neurodegenerative diseases. The retina shares embryological, histological, biochemical, microvascular and neurotransmitter similarities with the cerebral cortex, thus making it a uniquely promising biomarker for neurodegenerative diseases. Optical coherence tomography is a modern noninvasive imaging technique that provides high-resolution two-dimensional cross-sectional images and quantitative reproducible three-dimensional volumetric measurements of the optic nerve head and retina. This technology is widely used in ophthalmology practice for diagnosing and following up several eye diseases, such as glaucoma, diabetic retinopathy and age-related macular degeneration. Its clinical impact on neurodegenerative diseases has raised enormous interest over recent years, as several clinical studies have demonstrated that these diseases give rise to reduced thickness of the inner retinal nerve fiber layer, mainly composed of retinal ganglion cells and their axons. In this review, we aimed to address the clinical utility of optical coherence tomography for diagnosing and evaluating different neurodegenerative diseases, to show the potential of this noninvasive and easily accessible method.
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Affiliation(s)
- Leonardo Provetti Cunha
- Universidade Federal de Juiz de Fora, Faculdade de Medicina, Divisão de Oftalmologia, Juiz de Fora MG, Brazil
- Universidade de São Paulo, Faculdade de Medicina, Divisão de Oftalmologia, São Paulo SP, Brazil
- Universidade Federal de Juiz de Fora, Faculdade de Medicina, Pós-Graduação em Saúde, Núcleo de Pesquisa em Neurologia, Juiz de Fora MG, Brazil
| | - Leopoldo Antônio Pires
- Universidade Federal de Juiz de Fora, Faculdade de Medicina, Pós-Graduação em Saúde, Núcleo de Pesquisa em Neurologia, Juiz de Fora MG, Brazil
- Universidade Federal de Juiz de Fora, Hospital Universitário, Serviço de Neurologia, Juiz de Fora MG, Brazil
- Universidade Federal de Juiz de Fora, Hospital Universitário, Serviço de Neurologia, Juiz de Fora MG, Brazil
| | - Marcelo Maroco Cruzeiro
- Universidade Federal de Juiz de Fora, Faculdade de Medicina, Pós-Graduação em Saúde, Núcleo de Pesquisa em Neurologia, Juiz de Fora MG, Brazil
- Universidade Federal de Juiz de Fora, Hospital Universitário, Serviço de Neurologia, Juiz de Fora MG, Brazil
- Universidade Federal de Juiz de Fora, Hospital Universitário, Serviço de Neurologia, Juiz de Fora MG, Brazil
| | - Ana Laura Maciel Almeida
- Universidade Federal de Juiz de Fora, Faculdade de Medicina, Pós-Graduação em Saúde, Núcleo de Pesquisa em Neurologia, Juiz de Fora MG, Brazil
- Universidade Federal de Juiz de Fora, Hospital Universitário, Serviço de Neurologia, Juiz de Fora MG, Brazil
- Universidade Federal de Juiz de Fora, Hospital Universitário, Serviço de Neurologia, Juiz de Fora MG, Brazil
| | - Luiza Cunha Martins
- Universidade Federal de Juiz de Fora, Faculdade de Medicina, Pós-Graduação em Saúde, Núcleo de Pesquisa em Neurologia, Juiz de Fora MG, Brazil
- Universidade Federal de Juiz de Fora, Faculdade de Medicina, Departamento de Clínica Médica, Juiz de Fora MG, Brazil
| | - Pedro Nascimento Martins
- Universidade Federal de Juiz de Fora, Faculdade de Medicina, Pós-Graduação em Saúde, Núcleo de Pesquisa em Neurologia, Juiz de Fora MG, Brazil
- Universidade Federal de Juiz de Fora, Faculdade de Medicina, Departamento de Clínica Médica, Juiz de Fora MG, Brazil
| | - Nadia Shigaeff
- Universidade Federal de Juiz de Fora, Faculdade de Medicina, Pós-Graduação em Saúde, Núcleo de Pesquisa em Neurologia, Juiz de Fora MG, Brazil
- Universidade Federal de Juiz de Fora, Instituto de Ciências Humanas, Departamento de Psicologia, Juiz de Fora MG, Brazil
| | - Thiago Cardoso Vale
- Universidade Federal de Juiz de Fora, Faculdade de Medicina, Pós-Graduação em Saúde, Núcleo de Pesquisa em Neurologia, Juiz de Fora MG, Brazil
- Universidade Federal de Juiz de Fora, Hospital Universitário, Serviço de Neurologia, Juiz de Fora MG, Brazil
- Universidade Federal de Juiz de Fora, Hospital Universitário, Serviço de Neurologia, Juiz de Fora MG, Brazil
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Optical coherence tomography angiography (OCTA) in differential diagnosis of aquaporin-4 antibody seronegative NMOSD and multiple sclerosis. Mult Scler Relat Disord 2022; 58:103503. [PMID: 35030370 DOI: 10.1016/j.msard.2022.103503] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Revised: 12/06/2021] [Accepted: 01/03/2022] [Indexed: 11/22/2022]
Abstract
BACKROUND Optic neuritis(ON) is a common feature of both relapsing-remitting multiple sclerosis(RRMS) and neuromyelitis optica spectrum disorders(NMOSD). It is crucial to early differentiate these two diseases, as they differ in pathophysiology and treatment. OBJECTIVE To compare NMOSD and RRMS patients using optical coherence tomography(OCT) and OCT angiography(OCTA) to assess retinal microvascular network differences. METHODS Fourteen RRMS (28 eyes) and 9 NMOSD patients(18 eyes), and 11 controls were enrolled. Seropositivity for aquaporin-4 antibody (anti-AQP4 Abs) was 44.4%. Peripapillary and macular retinal nerve fiber layer(RNFL) thickness, superficial peripapillary and macular vessel density(VD), area, perimeter and circularity of foveal avascular zone(FAZ) were analyzed. RESULTS OCTA showed reduction in peripapillary and macular VD and FAZ size in NMOSD+ON compared to RRMS+ON and controls (p = 0.001, p<0.001 and p = 0.010, p<0.001 respectively). Peripapillary VD was similar in RRMS +ON and controls. Peripapillary VD in monophasic seronegative NMOSD+ON eyes was significantly lower than monophasic RRMS+ON eyes (p = 0.030), which was no different from controls. FAZ area was smaller in unaffected eyes in NMOSD than RRMS and controls. CONCLUSIONS Both OCT and OCTA revealed considerable differences between RRMS and NMOSD patients, providing promising results in favor of clinical utility of OCTA in differential diagnosis of ON, particularly in anti-AQP4 antibody negative patients. OCTA might be a useful biomarker in differentiating NMOSD from MS.
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Bilici S, Duman R. The current clinical role of optical coherence tomography angiography in neuro-ophthalmological diseases. Taiwan J Ophthalmol 2022; 12:264-272. [PMID: 36248087 PMCID: PMC9558467 DOI: 10.4103/tjo.tjo_55_21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2021] [Accepted: 12/01/2021] [Indexed: 11/04/2022] Open
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Graves JS, Oertel FC, Van der Walt A, Collorone S, Sotirchos ES, Pihl-Jensen G, Albrecht P, Yeh EA, Saidha S, Frederiksen J, Newsome SD, Paul F. Leveraging Visual Outcome Measures to Advance Therapy Development in Neuroimmunologic Disorders. NEUROLOGY(R) NEUROIMMUNOLOGY & NEUROINFLAMMATION 2021; 9:9/2/e1126. [PMID: 34955459 PMCID: PMC8711076 DOI: 10.1212/nxi.0000000000001126] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Accepted: 11/04/2021] [Indexed: 12/19/2022]
Abstract
The visual system offers unparalleled precision in the assessment of neuroaxonal damage. With the majority of patients with multiple sclerosis (MS) experiencing afferent and efferent visual dysfunction, outcome measures capturing these deficits provide insight into neuroaxonal injury, even in those with minimal disability. Ideal for use in clinical trials, visual measures are generally inexpensive, accessible, and reproducible. Quantification of visual acuity, visual fields, visual quality of life, and electrophysiologic parameters allows assessment of function, whereas optical coherence tomography (OCT) provides reliable measures of the structural integrity of the anterior afferent visual pathway. The technology of oculomotor biometrics continues to advance, and discrete measures of fixation, smooth pursuit, and saccadic eye movement abnormalities are ready for inclusion in future trials of MS progression. Visual outcomes allow tracking of neuroaxonal injury and aid in distinguishing MS from diseases such as neuromyelitis optica spectrum disorder (NMOSD) or myelin oligodendrocyte glycoprotein antibody-associated diseases (MOGAD). OCT has also provided unique insights into pathophysiology, including the identification of foveal pitting in NMOSD, possibly from damage to Müller cells, which carry an abundance of aquaporin-4 channels. For some study designs, the cost-benefit ratio favors visual outcomes over more expensive MRI outcomes. With the next frontier of therapeutics focused on remyelination and neuroprotection, visual outcomes are likely to take center stage. As an international community of collaborative, committed, vision scientists, this review by the International MS Visual System Consortium (IMSVISUAL) outlines the quality standards, informatics, and framework needed to routinely incorporate vision outcomes into MS and NMOSD trials.
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Affiliation(s)
- Jennifer S Graves
- Department of Neurosciences (J.S.G.), University of California, San Diego; Experimental and Clinical Research Center (F.C.O., F.P.), Max Delbrück Center for Molecular Medicine and Charité - Universitätsmedizin Berlin & NeuroCure Clinical Research Center, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; Department of neuroscience (A.V.D.W.), Central Clinical School, Monash University, Melbourne, Australia; NMR Research Unit, Queen Square MS Centre, Department of Neuroinflammation (S.C.), UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, United Kingdom; Department of Neurology (E.S.S., S.S., S.D.N.), Johns Hopkins University School of Medicine, Baltimore, MD; Rigshospitalet (J.F.), Denmark; Department of Neurology (P.A.), Medical Faculty, Heinrich-Heine-University Düsseldorf, Germany; Division of Neurology, Department of Pediatrics (E.A.Y.), Division of Neuroscience and Mental Health, Hospital for Sick Children, Hospital for Sick Children Research Institute, and University of Toronto, Toronto, Canada.
| | - Frederike Cosima Oertel
- Department of Neurosciences (J.S.G.), University of California, San Diego; Experimental and Clinical Research Center (F.C.O., F.P.), Max Delbrück Center for Molecular Medicine and Charité - Universitätsmedizin Berlin & NeuroCure Clinical Research Center, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; Department of neuroscience (A.V.D.W.), Central Clinical School, Monash University, Melbourne, Australia; NMR Research Unit, Queen Square MS Centre, Department of Neuroinflammation (S.C.), UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, United Kingdom; Department of Neurology (E.S.S., S.S., S.D.N.), Johns Hopkins University School of Medicine, Baltimore, MD; Rigshospitalet (J.F.), Denmark; Department of Neurology (P.A.), Medical Faculty, Heinrich-Heine-University Düsseldorf, Germany; Division of Neurology, Department of Pediatrics (E.A.Y.), Division of Neuroscience and Mental Health, Hospital for Sick Children, Hospital for Sick Children Research Institute, and University of Toronto, Toronto, Canada
| | - Anneke Van der Walt
- Department of Neurosciences (J.S.G.), University of California, San Diego; Experimental and Clinical Research Center (F.C.O., F.P.), Max Delbrück Center for Molecular Medicine and Charité - Universitätsmedizin Berlin & NeuroCure Clinical Research Center, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; Department of neuroscience (A.V.D.W.), Central Clinical School, Monash University, Melbourne, Australia; NMR Research Unit, Queen Square MS Centre, Department of Neuroinflammation (S.C.), UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, United Kingdom; Department of Neurology (E.S.S., S.S., S.D.N.), Johns Hopkins University School of Medicine, Baltimore, MD; Rigshospitalet (J.F.), Denmark; Department of Neurology (P.A.), Medical Faculty, Heinrich-Heine-University Düsseldorf, Germany; Division of Neurology, Department of Pediatrics (E.A.Y.), Division of Neuroscience and Mental Health, Hospital for Sick Children, Hospital for Sick Children Research Institute, and University of Toronto, Toronto, Canada
| | - Sara Collorone
- Department of Neurosciences (J.S.G.), University of California, San Diego; Experimental and Clinical Research Center (F.C.O., F.P.), Max Delbrück Center for Molecular Medicine and Charité - Universitätsmedizin Berlin & NeuroCure Clinical Research Center, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; Department of neuroscience (A.V.D.W.), Central Clinical School, Monash University, Melbourne, Australia; NMR Research Unit, Queen Square MS Centre, Department of Neuroinflammation (S.C.), UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, United Kingdom; Department of Neurology (E.S.S., S.S., S.D.N.), Johns Hopkins University School of Medicine, Baltimore, MD; Rigshospitalet (J.F.), Denmark; Department of Neurology (P.A.), Medical Faculty, Heinrich-Heine-University Düsseldorf, Germany; Division of Neurology, Department of Pediatrics (E.A.Y.), Division of Neuroscience and Mental Health, Hospital for Sick Children, Hospital for Sick Children Research Institute, and University of Toronto, Toronto, Canada
| | - Elias S Sotirchos
- Department of Neurosciences (J.S.G.), University of California, San Diego; Experimental and Clinical Research Center (F.C.O., F.P.), Max Delbrück Center for Molecular Medicine and Charité - Universitätsmedizin Berlin & NeuroCure Clinical Research Center, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; Department of neuroscience (A.V.D.W.), Central Clinical School, Monash University, Melbourne, Australia; NMR Research Unit, Queen Square MS Centre, Department of Neuroinflammation (S.C.), UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, United Kingdom; Department of Neurology (E.S.S., S.S., S.D.N.), Johns Hopkins University School of Medicine, Baltimore, MD; Rigshospitalet (J.F.), Denmark; Department of Neurology (P.A.), Medical Faculty, Heinrich-Heine-University Düsseldorf, Germany; Division of Neurology, Department of Pediatrics (E.A.Y.), Division of Neuroscience and Mental Health, Hospital for Sick Children, Hospital for Sick Children Research Institute, and University of Toronto, Toronto, Canada
| | - Gorm Pihl-Jensen
- Department of Neurosciences (J.S.G.), University of California, San Diego; Experimental and Clinical Research Center (F.C.O., F.P.), Max Delbrück Center for Molecular Medicine and Charité - Universitätsmedizin Berlin & NeuroCure Clinical Research Center, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; Department of neuroscience (A.V.D.W.), Central Clinical School, Monash University, Melbourne, Australia; NMR Research Unit, Queen Square MS Centre, Department of Neuroinflammation (S.C.), UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, United Kingdom; Department of Neurology (E.S.S., S.S., S.D.N.), Johns Hopkins University School of Medicine, Baltimore, MD; Rigshospitalet (J.F.), Denmark; Department of Neurology (P.A.), Medical Faculty, Heinrich-Heine-University Düsseldorf, Germany; Division of Neurology, Department of Pediatrics (E.A.Y.), Division of Neuroscience and Mental Health, Hospital for Sick Children, Hospital for Sick Children Research Institute, and University of Toronto, Toronto, Canada
| | - Philipp Albrecht
- Department of Neurosciences (J.S.G.), University of California, San Diego; Experimental and Clinical Research Center (F.C.O., F.P.), Max Delbrück Center for Molecular Medicine and Charité - Universitätsmedizin Berlin & NeuroCure Clinical Research Center, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; Department of neuroscience (A.V.D.W.), Central Clinical School, Monash University, Melbourne, Australia; NMR Research Unit, Queen Square MS Centre, Department of Neuroinflammation (S.C.), UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, United Kingdom; Department of Neurology (E.S.S., S.S., S.D.N.), Johns Hopkins University School of Medicine, Baltimore, MD; Rigshospitalet (J.F.), Denmark; Department of Neurology (P.A.), Medical Faculty, Heinrich-Heine-University Düsseldorf, Germany; Division of Neurology, Department of Pediatrics (E.A.Y.), Division of Neuroscience and Mental Health, Hospital for Sick Children, Hospital for Sick Children Research Institute, and University of Toronto, Toronto, Canada
| | - E Ann Yeh
- Department of Neurosciences (J.S.G.), University of California, San Diego; Experimental and Clinical Research Center (F.C.O., F.P.), Max Delbrück Center for Molecular Medicine and Charité - Universitätsmedizin Berlin & NeuroCure Clinical Research Center, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; Department of neuroscience (A.V.D.W.), Central Clinical School, Monash University, Melbourne, Australia; NMR Research Unit, Queen Square MS Centre, Department of Neuroinflammation (S.C.), UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, United Kingdom; Department of Neurology (E.S.S., S.S., S.D.N.), Johns Hopkins University School of Medicine, Baltimore, MD; Rigshospitalet (J.F.), Denmark; Department of Neurology (P.A.), Medical Faculty, Heinrich-Heine-University Düsseldorf, Germany; Division of Neurology, Department of Pediatrics (E.A.Y.), Division of Neuroscience and Mental Health, Hospital for Sick Children, Hospital for Sick Children Research Institute, and University of Toronto, Toronto, Canada
| | - Shiv Saidha
- Department of Neurosciences (J.S.G.), University of California, San Diego; Experimental and Clinical Research Center (F.C.O., F.P.), Max Delbrück Center for Molecular Medicine and Charité - Universitätsmedizin Berlin & NeuroCure Clinical Research Center, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; Department of neuroscience (A.V.D.W.), Central Clinical School, Monash University, Melbourne, Australia; NMR Research Unit, Queen Square MS Centre, Department of Neuroinflammation (S.C.), UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, United Kingdom; Department of Neurology (E.S.S., S.S., S.D.N.), Johns Hopkins University School of Medicine, Baltimore, MD; Rigshospitalet (J.F.), Denmark; Department of Neurology (P.A.), Medical Faculty, Heinrich-Heine-University Düsseldorf, Germany; Division of Neurology, Department of Pediatrics (E.A.Y.), Division of Neuroscience and Mental Health, Hospital for Sick Children, Hospital for Sick Children Research Institute, and University of Toronto, Toronto, Canada
| | - Jette Frederiksen
- Department of Neurosciences (J.S.G.), University of California, San Diego; Experimental and Clinical Research Center (F.C.O., F.P.), Max Delbrück Center for Molecular Medicine and Charité - Universitätsmedizin Berlin & NeuroCure Clinical Research Center, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; Department of neuroscience (A.V.D.W.), Central Clinical School, Monash University, Melbourne, Australia; NMR Research Unit, Queen Square MS Centre, Department of Neuroinflammation (S.C.), UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, United Kingdom; Department of Neurology (E.S.S., S.S., S.D.N.), Johns Hopkins University School of Medicine, Baltimore, MD; Rigshospitalet (J.F.), Denmark; Department of Neurology (P.A.), Medical Faculty, Heinrich-Heine-University Düsseldorf, Germany; Division of Neurology, Department of Pediatrics (E.A.Y.), Division of Neuroscience and Mental Health, Hospital for Sick Children, Hospital for Sick Children Research Institute, and University of Toronto, Toronto, Canada
| | - Scott Douglas Newsome
- Department of Neurosciences (J.S.G.), University of California, San Diego; Experimental and Clinical Research Center (F.C.O., F.P.), Max Delbrück Center for Molecular Medicine and Charité - Universitätsmedizin Berlin & NeuroCure Clinical Research Center, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; Department of neuroscience (A.V.D.W.), Central Clinical School, Monash University, Melbourne, Australia; NMR Research Unit, Queen Square MS Centre, Department of Neuroinflammation (S.C.), UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, United Kingdom; Department of Neurology (E.S.S., S.S., S.D.N.), Johns Hopkins University School of Medicine, Baltimore, MD; Rigshospitalet (J.F.), Denmark; Department of Neurology (P.A.), Medical Faculty, Heinrich-Heine-University Düsseldorf, Germany; Division of Neurology, Department of Pediatrics (E.A.Y.), Division of Neuroscience and Mental Health, Hospital for Sick Children, Hospital for Sick Children Research Institute, and University of Toronto, Toronto, Canada
| | - Friedemann Paul
- Department of Neurosciences (J.S.G.), University of California, San Diego; Experimental and Clinical Research Center (F.C.O., F.P.), Max Delbrück Center for Molecular Medicine and Charité - Universitätsmedizin Berlin & NeuroCure Clinical Research Center, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; Department of neuroscience (A.V.D.W.), Central Clinical School, Monash University, Melbourne, Australia; NMR Research Unit, Queen Square MS Centre, Department of Neuroinflammation (S.C.), UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, United Kingdom; Department of Neurology (E.S.S., S.S., S.D.N.), Johns Hopkins University School of Medicine, Baltimore, MD; Rigshospitalet (J.F.), Denmark; Department of Neurology (P.A.), Medical Faculty, Heinrich-Heine-University Düsseldorf, Germany; Division of Neurology, Department of Pediatrics (E.A.Y.), Division of Neuroscience and Mental Health, Hospital for Sick Children, Hospital for Sick Children Research Institute, and University of Toronto, Toronto, Canada
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Long-term repeatability of peripapillary optical coherence tomography angiography measurements in healthy eyes. Sci Rep 2021; 11:23832. [PMID: 34903817 PMCID: PMC8668969 DOI: 10.1038/s41598-021-03469-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Accepted: 11/12/2021] [Indexed: 12/01/2022] Open
Abstract
This is a prospective observational study to establish the short- and long-term repeatability of measurements of peripapillary optical coherence tomography angiography (OCTA) parameters in healthy eyes and identify factors affecting long-term repeatability. We enrolled 84 healthy eyes. Participants with a history of any ophthalmic disease (except high myopia) or intraocular surgery were excluded from the study. An experienced examiner performed OCTA using disc-centered 6 × 6 mm scans. All examinations were conducted twice at 5-min intervals at the initial visit and repeated at least 6 months later. For short-term repeatability, the coefficient of variation (CV) was 2.94–4.22% and the intraclass correlation coefficient (ICC) was 0.840–0.934. For long-term repeatability, the CV was 2.73–3.84% and the ICC was 0.737–0.934. Multivariate analyses showed that the axial length (AL) (B = 0.970; p = 0.002) and mean signal strength (SS) (B = − 2.028; p < 0.001) significantly affected long-term repeatability. Measurements of peripapillary OCTA parameters exhibited excellent short-term and good long-term repeatability in healthy individuals. The mean SS and AL affected long-term repeatability and should be considered while interpreting peripapillary OCTA images.
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Hohberger B, Mardin CY. OCT Angiography as an Interdisciplinary Diagnostic Tool for Systemic Diseases. Klin Monbl Augenheilkd 2021; 238:1294-1298. [PMID: 34879428 DOI: 10.1055/a-1654-0504] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
In recent years, OCT angiography (OCT-A) has emerged as a well established imaging modality of the retina. This allows non-invasive visualisation of the retinal circulation at a micrometre scale in eye disorders and systemic diseases with potential ocular involvement. This review summarises the current state of this topic.
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Bonfiglio V, Ortisi E, Nebbioso M, Reibaldi M, Lupidi M, Russo A, Fallico M, Scollo D, Macchi I, Pizzo A, Panebianco R, Patanè C, Vadalà M, Toro MD, Rejdak R, Nowomiejska K, Avitabile T, Longo A. OPTICAL COHERENCE TOMOGRAPHY ANGIOGRAPHY EVALUATION OF PERIPAPILLARY MICROVASCULAR CHANGES AFTER RHEGMATOGENOUS RETINAL DETACHMENT REPAIR. Retina 2021; 41:2540-2548. [PMID: 34851885 DOI: 10.1097/iae.0000000000003253] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
PURPOSE To evaluate the radial peripapillary capillary plexus (RPCP) vessel density (VD) and the retinal nerve fiber layer (RNFL) thickness in eyes successfully treated with pars plana vitrectomy for primary rhegmatogenous retinal detachment. METHODS In this cross-sectional multicenter clinical study, eyes with a minimum 12-month follow-up were reexamined. The RPCP VD and RNFL thickness in the rhegmatogenous retinal detachment subfields of the affected eye (study group) were compared with the corresponding areas of the healthy fellow eyes (control group). RESULTS Fifty-three eyes were included in the study. A significantly lower RPCP VD and RNFL thickness were observed in those subfields affected by rhegmatogenous retinal detachment compared with those of the control group (P < 0.001). No statistically significant differences were observed between undetached subfields in the study group and their corresponding images in the control group. In the study group, a significant correlation was found between RPCP VD and RNFL thickness in subfields with detached retina (r = 0.393, P < 0.001) and undetached retina (r = 0.321, P < 0.001). CONCLUSION Radial peripapillary capillary plexus VD changes were found in the subfields of detached retina successfully treated with pars plana vitrectomy and they correlated with RNFL thinning. These data suggest a coexistence of neuronal and microvascular damage in patients affected by rhegmatogenous retinal detachment.
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Affiliation(s)
- Vincenza Bonfiglio
- Department of Experimental Biomedicine and Clinical Neuroscience, Ophthalmology Section, University of Palermo, Palermo, Italy
| | - Elina Ortisi
- Department of Ophthalmology, University of Catania, Catania, Italy
| | | | - Michele Reibaldi
- Department of Surgical Sciences, Eye Clinic Section, University of Turin, Turin, Italy
| | - Marco Lupidi
- Department of Surgical and Biochemical Sciences, Section of Ophthalmology, University of Perugia, Perugia, Italy; and
| | - Andrea Russo
- Department of Ophthalmology, University of Catania, Catania, Italy
| | - Matteo Fallico
- Department of Ophthalmology, University of Catania, Catania, Italy
| | - Davide Scollo
- Department of Ophthalmology, University of Catania, Catania, Italy
| | - Iacopo Macchi
- Department of Ophthalmology, University of Catania, Catania, Italy
| | - Alessandra Pizzo
- Department of Ophthalmology, University of Catania, Catania, Italy
| | | | - Clara Patanè
- Department of Ophthalmology, University of Catania, Catania, Italy
| | - Maria Vadalà
- Department of Experimental Biomedicine and Clinical Neuroscience, Ophthalmology Section, University of Palermo, Palermo, Italy
| | - Mario D Toro
- Department of General Ophthalmology, Medical University of Lublin, Lublin, Poland
| | - Robert Rejdak
- Department of General Ophthalmology, Medical University of Lublin, Lublin, Poland
| | | | | | - Antonio Longo
- Department of Ophthalmology, University of Catania, Catania, Italy
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Coffey AM, Hutton EK, Combe L, Bhindi P, Gertig D, Constable PA. Optical coherence tomography angiography in primary eye care. Clin Exp Optom 2021; 104:3-13. [PMID: 32285493 DOI: 10.1111/cxo.13068] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
Optical coherence tomography angiography (OCT-A) is a non-invasive imaging modality for assessing the vasculature within ocular structures including the retina, macula, choroid and optic nerve. OCT-A has a wide range of clinical applications in various optometric conditions which have been independently reported in the literature. This paper aims to present a review of the current literature on the clinical application of OCT-A in optometric practice as well as to analyse and evaluate the quality of the available evidence. This review included 78 articles from a literature search conducted on 26 May 2019 across the following databases: Cochrane Library of Systematic Reviews, Medline, Scopus and Web of Science. Primary ocular pathologies discussed in this review include glaucoma, diabetic retinopathy, age-related macular degeneration, myopia, acquired and congenital macular dystrophies, epiretinal membrane, retinal vein occlusion, retinitis pigmentosa, choroidal melanoma, uveitis, central serous chorioretinopathy, amblyopia and optic neuropathies. Primary outcome variables included vessel density, foveal avascular zone area and diameter, flow velocity and flow index. This review aims to evaluate the evidence available for OCT-A applications in diagnosis and prognosis of ocular conditions in an optometric setting.
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Affiliation(s)
- Alexandra M Coffey
- Caring Futures Institute, College of Nursing and Health Sciences, Flinders University , Adelaide, Australia
| | - Emily K Hutton
- Caring Futures Institute, College of Nursing and Health Sciences, Flinders University , Adelaide, Australia
| | - Louise Combe
- Caring Futures Institute, College of Nursing and Health Sciences, Flinders University , Adelaide, Australia
| | - Pooja Bhindi
- Caring Futures Institute, College of Nursing and Health Sciences, Flinders University , Adelaide, Australia
| | - Demi Gertig
- Caring Futures Institute, College of Nursing and Health Sciences, Flinders University , Adelaide, Australia
| | - Paul A Constable
- Caring Futures Institute, College of Nursing and Health Sciences, Flinders University , Adelaide, Australia
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Kaya FS, Sonbahar O, Açar PA, Özbaş M, Yigit FU. Evaulating peripapillary vessel density ın regressed papilledema ın ıdiopathic ıntracranial hypertension patients. Photodiagnosis Photodyn Ther 2021; 36:102551. [PMID: 34571274 DOI: 10.1016/j.pdpdt.2021.102551] [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: 07/16/2021] [Revised: 09/10/2021] [Accepted: 09/21/2021] [Indexed: 10/20/2022]
Abstract
PURPOSE To evaluate the retinal nerve fiber layer (RNFL) thickness, the ganglion cell complex (GCC) and vessel density of the radial peripapillary capillary (RPC) plexus of eyes with regressed papilledema in idiopathic intracranial hypertension (IIH) patients using optical coherence tomography angiography (OCT-A) and comparing the results with healthy controls. MATERIALS AND METHODS Fifty-one eyes of 31 patients diagnosed with IIH and 52 eyes of 52 healthy subjects were enrolled in this study. All patients underwent a complete ophthalmological examination and a 4.5 × 4.5 mm peripapillary OCT-A scanning. The quantitative results of the peripapillary RNFL and GCC thicknesses and vessel density of the RPC were analyzed. RESULTS The vessel density in the inferior, superior nasal, and inferior nasal sectors of the patients with IIH significantly exceeded the vessel density of the healthy controls (P = 0.008, P = 0.008, and P = 0.000, respectively). The RNFL and GCC thickness measurements were comparable in both groups. CONCLUSIONS Patients with IIH show vascular abnormalities in the inferior nasal region, which can be detected with OCT-A. As a noninvasive imaging modality, OCT-A could provide a new perspective for understanding the pathophysiology of IIH and could also be useful in the follow-up of these patients.
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Affiliation(s)
| | | | - Pınar Akarsu Açar
- Bakirkoy Dr Sadi Konuk Training and Research Hospital Ophthalmology Department, Bakirkoy, Istanbul, Turkey
| | - Mehmet Özbaş
- Bakirkoy Dr Sadi Konuk Training and Research Hospital Ophthalmology Department, Bakirkoy, Istanbul, Turkey
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Marchesi N, Fahmideh F, Boschi F, Pascale A, Barbieri A. Ocular Neurodegenerative Diseases: Interconnection between Retina and Cortical Areas. Cells 2021; 10:2394. [PMID: 34572041 PMCID: PMC8469605 DOI: 10.3390/cells10092394] [Citation(s) in RCA: 53] [Impact Index Per Article: 17.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Revised: 09/07/2021] [Accepted: 09/08/2021] [Indexed: 12/13/2022] Open
Abstract
The possible interconnection between the eye and central nervous system (CNS) has been a topic of discussion for several years just based on fact that the eye is properly considered an extension of the brain. Both organs consist of neurons and derived from a neural tube. The visual process involves photoreceptors that receive light stimulus from the external environment and send it to retinal ganglionic cells (RGC), one of the cell types of which the retina is composed. The retina, the internal visual membrane of the eye, processes the visual stimuli in electric stimuli to transfer it to the brain, through the optic nerve. Retinal chronic progressive neurodegeneration, which may occur among the elderly, can lead to different disorders of the eye such as glaucoma, age-related macular degeneration (AMD), and diabetic retinopathy (DR). Mainly in the elderly population, but also among younger people, such ocular pathologies are the cause of irreversible blindness or impaired, reduced vision. Typical neurodegenerative diseases of the CSN are a group of pathologies with common characteristics and etiology not fully understood; some risk factors have been identified, but they are not enough to justify all the cases observed. Furthermore, several studies have shown that also ocular disorders present characteristics of neurodegenerative diseases and, on the other hand, CNS pathologies, i.e., Alzheimer disease (AD) and Parkinson disease (PD), which are causes of morbidity and mortality worldwide, show peculiar alterations at the ocular level. The knowledge of possible correlations could help to understand the mechanisms of onset. Moreover, the underlying mechanisms of these heterogeneous disorders are still debated. This review discusses the characteristics of the ocular illnesses, focusing on the relationship between the eye and the brain. A better comprehension could help in future new therapies, thus reducing or avoiding loss of vision and improve quality of life.
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Affiliation(s)
| | | | | | | | - Annalisa Barbieri
- Department of Drug Sciences, Pharmacology Section, University of Pavia, Viale Taramelli 14, 27100 Pavia, Italy; (N.M.); (F.F.); (F.B.); (A.P.)
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Balıkçı A, Parmak Yener N, Seferoğlu M. Optical Coherence Tomography and Optical Coherence Tomography Angiography Findings in Multiple Sclerosis Patients. Neuroophthalmology 2021; 46:19-33. [DOI: 10.1080/01658107.2021.1963787] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022] Open
Affiliation(s)
- Ayşe Balıkçı
- Department of Ophthalmology, Bursa Yüksek Ihtisas Education and Research Hospital, Bursa, Turkey
| | - Neslihan Parmak Yener
- Department of Ophthalmology, Bursa Yüksek Ihtisas Education and Research Hospital, Bursa, Turkey
| | - Meral Seferoğlu
- Department of Neurology, Bursa Yüksek Ihtisas Education and Research Hospital, Bursa, Turkey
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Abstract
Multiple sclerosis (MS) is a neurological inflammatory disorder known to attack the heavily myelinated regions of the nervous system including the optic nerves, cerebellum, brainstem and spinal cord. This review will discuss the clinical manifestations and investigations for MS and other similar neurological inflammatory disorders affecting vision, as well as the effects of MS treatments on vision. Assessment of visual pathways is critical, considering MS can involve multiple components of the visual pathway, including optic nerves, uvea, retina and occipital cortex. Optical coherence tomography is increasingly being recognised as a highly sensitive tool in detecting subclinical optic nerve changes. Magnetic resonance imaging (MRI) is critical in MS diagnosis and in predicting long-term disability. Optic neuritis in MS involves unilateral vision loss, with characteristic pain on eye movement. The visual loss in neuromyelitis optica spectrum disorder tends to be more severe with preferential altitudinal field loss, chiasmal and tract lesions are also more common. Other differential diagnoses include chronic relapsing inflammatory optic neuropathy and giant cell arteritis. Leber's hereditary optic neuropathy affects young males and visual loss tends to be painless and subacute, typically involving both optic nerves. MS lesions in the vestibulocerebellum, brainstem, thalamus and basal ganglia may lead to abnormalities of gaze, saccades, pursuit and nystagmus which can be identified on eye examination. Medial longitudinal fasciculus lesions can cause another frequent presentation of MS, internuclear ophthalmoplegia, with failure of ipsilateral eye adduction and contralateral eye abduction nystagmus. Treatments for MS include high-dose corticosteroids for acute relapses and disease-modifying medications for relapse prevention. These therapies may also have adverse effects on vision, including central serous retinopathy with corticosteroid therapy and macular oedema with fingolimod.
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Affiliation(s)
- Roshan Dhanapalaratnam
- Prince of Wales Clinical School, University of New South Wales Sydney, Sydney, Australia
| | - Maria Markoulli
- School of Optometry and Vision Science, University of New South Wales Sydney, Sydney, Australia
| | - Arun V Krishnan
- Prince of Wales Clinical School, University of New South Wales Sydney, Sydney, Australia
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Past, present and future role of retinal imaging in neurodegenerative disease. Prog Retin Eye Res 2021; 83:100938. [PMID: 33460813 PMCID: PMC8280255 DOI: 10.1016/j.preteyeres.2020.100938] [Citation(s) in RCA: 62] [Impact Index Per Article: 20.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2020] [Revised: 12/11/2020] [Accepted: 12/17/2020] [Indexed: 02/08/2023]
Abstract
Retinal imaging technology is rapidly advancing and can provide ever-increasing amounts of information about the structure, function and molecular composition of retinal tissue in humans in vivo. Most importantly, this information can be obtained rapidly, non-invasively and in many cases using Food and Drug Administration-approved devices that are commercially available. Technologies such as optical coherence tomography have dramatically changed our understanding of retinal disease and in many cases have significantly improved their clinical management. Since the retina is an extension of the brain and shares a common embryological origin with the central nervous system, there has also been intense interest in leveraging the expanding armamentarium of retinal imaging technology to understand, diagnose and monitor neurological diseases. This is particularly appealing because of the high spatial resolution, relatively low-cost and wide availability of retinal imaging modalities such as fundus photography or OCT compared to brain imaging modalities such as magnetic resonance imaging or positron emission tomography. The purpose of this article is to review and synthesize current research about retinal imaging in neurodegenerative disease by providing examples from the literature and elaborating on limitations, challenges and future directions. We begin by providing a general background of the most relevant retinal imaging modalities to ensure that the reader has a foundation on which to understand the clinical studies that are subsequently discussed. We then review the application and results of retinal imaging methodologies to several prevalent neurodegenerative diseases where extensive work has been done including sporadic late onset Alzheimer's Disease, Parkinson's Disease and Huntington's Disease. We also discuss Autosomal Dominant Alzheimer's Disease and cerebrovascular small vessel disease, where the application of retinal imaging holds promise but data is currently scarce. Although cerebrovascular disease is not generally considered a neurodegenerative process, it is both a confounder and contributor to neurodegenerative disease processes that requires more attention. Finally, we discuss ongoing efforts to overcome the limitations in the field and unmet clinical and scientific needs.
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Khader SA, Nawar AE, Ghali AA, Ghoneim AM. Evaluation of optical coherence tomography angiography findings in patients with multiple sclerosis. Indian J Ophthalmol 2021; 69:1457-1463. [PMID: 34011720 PMCID: PMC8302290 DOI: 10.4103/ijo.ijo_2964_20] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Purpose: To evaluate optical coherence tomography angiography findings in patients with multiple sclerosis (MS). Methods: This prospective noninterventional study was conducted on 30 eyes of relapsing-remitting MS patients. Group (1) included 10 eyes with a history of optic neuritis (ON), group (2) included 10 eyes without any history of optic neuritis (MS-ON), and group (3) included 10 eyes of normal age/sex/refraction matched participants. Optical coherence tomography (OCT) and OCT-A (ZEISS Cirrus™ HD-OCT Model 4000 (Carl Zeiss-Meditec, Dublin, CA) of the optic disc were done for all patients. Results: The best-corrected visual acuity was diminished in MS cases, especially in patients with ON with P value <0.001. The retinal nerve fiber layer (RNFL) thickness showed a significant decrease in the average thickness and in all quadrants, notably the temporal quadrant in group 1 (P < 0.001). Ganglion cell layer thickness was diminished in average thickness and in all quadrants in both groups of MS, but only the first group showed statistical significance with P value <0.001). In respect to optic disc perfusion, Average, superficial, and deep vascular density index (AVDI, VDI 1, VDI 2) were statistically significantly lower in groups 1, 2 with (P-value < 0.001). Conclusion: Decreased vascular perfusion of the optic nerve in MS patients, especially in those with ON is strongly correlated with the damage of RNFL and ganglion cell layer detected by OCT.
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Affiliation(s)
- Sarah A Khader
- Department of Ophthalmology, Faculty of Medicine, Tanta University, Tanta, Egypt
| | - Amin E Nawar
- Department of Ophthalmology, Faculty of Medicine, Tanta University, Tanta, Egypt
| | - Azza A Ghali
- Department of Neurology and Psychiatry, Faculty of Medicine, Tanta University, Tanta, Egypt
| | - Ahmed M Ghoneim
- Department of Ophthalmology, Faculty of Medicine, Tanta University, Tanta, Egypt
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Rogaczewska M, Michalak S, Stopa M. Differentiation between multiple sclerosis and neuromyelitis optica spectrum disorder using optical coherence tomography angiography. Sci Rep 2021; 11:10697. [PMID: 34021191 PMCID: PMC8140093 DOI: 10.1038/s41598-021-90036-6] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Accepted: 05/05/2021] [Indexed: 12/12/2022] Open
Abstract
Neuromyelitis optica spectrum disorder (NMOSD) and multiple sclerosis (MS) are autoimmune demyelinating diseases of distinct etiology presenting with optic neuritis (ON). This study aimed to identify the macular and peripapillary neurovascular alterations that may facilitate the differentiation between NMOSD and MS eyes using spectral-domain optical coherence tomography (OCT) and OCT angiography (OCTA). A total of 13 NMOSD patients and 40 MS patients were evaluated. After ON, the radial peripapillary capillary (RPC) vessel density was significantly decreased in the superior (S) and inferior (I) sectors in NMOSD compared with MS eyes, whereas in non-ON eyes, the temporal (T) sector of RPC was reduced in MS group. In the ON eyes, the retinal nerve fiber layer in the I and T quadrants was thinner in NMOSD than in MS. Regarding ON and non-ON eyes, the macular capillary plexuses, and the ganglion cell complex thickness did not differ between NMOSD and MS. The ratios, based on the disease-specific intra-eye RPC vessel density reduction pattern, were the best discriminants between NMOSD and MS, i.e., inferior to nasal (I/N) and I/T ratios for ON eyes, and S/T and N/T ratios for non-ON eyes. Our results show that the OCTA-based simple ratios may be useful in distinguishing NMOSD and MS patients.
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Affiliation(s)
- Małgorzata Rogaczewska
- Department of Ophthalmology, Chair of Ophthalmology and Optometry, Poznan University of Medical Sciences, ul. Grunwaldzka 16/18, 60-780, Poznan, Poland
| | - Sławomir Michalak
- Department of Neurochemistry and Neuropathology, Chair of Neurology, Poznan University of Medical Sciences, ul. Przybyszewskiego 49, 60-355, Poznan, Poland
| | - Marcin Stopa
- Department of Ophthalmology, Chair of Ophthalmology and Optometry, Poznan University of Medical Sciences, ul. Grunwaldzka 16/18, 60-780, Poznan, Poland.
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Liu C, Xiao H, Zhang X, Zhao Y, Li R, Zhong X, Wang Y, Shu Y, Chang Y, Wang J, Li C, Lin H, Qiu W. Optical coherence tomography angiography helps distinguish multiple sclerosis from AQP4-IgG-seropositive neuromyelitis optica spectrum disorder. Brain Behav 2021; 11:e02125. [PMID: 33784027 PMCID: PMC8119797 DOI: 10.1002/brb3.2125] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/26/2020] [Revised: 02/24/2021] [Accepted: 03/14/2021] [Indexed: 12/26/2022] Open
Abstract
INTRODUCTION The aim was to characterize the optical coherence tomography (OCT) angiography measures in patients with multiple sclerosis (MS) and neuromyelitis optica spectrum disorder (NMOSD) and to evaluate their disease discrimination capacity. METHODS Patients with MS (n = 83) and AQP4-IgG-seropositive NMOSD (n = 91) with or without a history of optic neuritis, together with healthy controls (n = 34), were imaged. The main outcome measures were peripapillary retinal nerve fiber layer (pRNFL) thickness, macular ganglion cell-inner plexiform layer (GC-IPL) thickness, macular vessel density (VD), and perfusion density (PD) in the superficial capillary plexus. Diagnostic accuracy was assessed using the area under the receiver operating characteristics curve. RESULTS Compared with patients with MS, those with NMOSD had a significantly smaller average thickness of the pRNFL and GC-IPL (80.0 [59.0; 95.8] μm versus 92.0 [80.2; 101] μm, p < .001; 68.0 [56.0; 81.0] μm, versus 74.5 [64.2; 81.0] μm, p < .001) and significantly smaller whole VD and PD areas (15.6 [12.6; 17.0] mm-1 versus 16.7 [14.8; 17.7] mm-1 , p < .001; 0.38 [0.31; 0.42] mm-1 versus 0.40 [0.37; 0.43] mm-1 , p < .01). The combination of structural parameters (average thickness of the pRNFL and GC-IPL) with microvascular parameters (temporal-inner quadrant of VD, temporal-inner, nasal-inferior, and nasal-outer quadrant of PD) was revealed to have a good diagnostic capability for discriminating between NMOSD and MS. CONCLUSIONS OCT angiography reveals different structural and microvascular retinal changes in MS and AQP4-IgG-seropositive NMOSD. These combined structural and microvascular parameters might be promising biomarkers for disease diagnosis.
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Affiliation(s)
- Chunxin Liu
- Department of Neurology, Third Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Hui Xiao
- Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Xiayin Zhang
- Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Yipeng Zhao
- Department of Neurology, Third Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Rui Li
- Department of Neurology, Third Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Xiaonan Zhong
- Department of Neurology, Third Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Yuge Wang
- Department of Neurology, Third Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Yaqing Shu
- Department of Neurology, Third Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Yanyu Chang
- Department of Neurology, Third Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Jingqi Wang
- Department of Neurology, Third Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Caixia Li
- School of Mathematics, Sun Yat-sen University, Guangzhou, China
| | - Haotian Lin
- Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Wei Qiu
- Department of Neurology, Third Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
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Lee G, Park K, Oh SY, Min J, Kim BJ. Peripapillary and parafoveal microvascular changes in eyes with optic neuritis and their fellow eyes measured by optical coherence tomography angiography: an Exploratory Study. Acta Ophthalmol 2021; 99:288-298. [PMID: 32833336 DOI: 10.1111/aos.14577] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2019] [Revised: 07/04/2020] [Accepted: 07/09/2020] [Indexed: 12/20/2022]
Abstract
PURPOSE This study aimed to evaluate parafoveal and peripapillary microvascular alterations in eyes with optic neuritis (ON) along with their fellow eyes compared to healthy control eyes using optical coherence tomography angiography (OCT-A). METHODS We included 31 ON-affected eyes and 31 fellow eyes of 31 patients who had experienced unilateral ON and 33 eyes of 33 healthy controls in this exploratory retrospective cross-sectional study. Optical coherence tomography angiography (OCT-A) was used to generate microvascular structural images and quantify the vessel density of the superficial retinal capillary plexus (SRCP), the deep retinal capillary plexus (DRCP) and radial peripapillary capillary (RPC) segments. We used the Kruskal-Wallis test for the comparison of OCT-A results between the three groups and generalized estimating equation models for the pairwise comparisons. RESULTS There were significant differences of SRCP (p = 0.0003) and RPC segment (p < 0.0001) vessel densities between the three groups. Specifically, there was a reduction in parafoveal and peripapillary vessel density in the ON-affected eyes compared to fellow eyes (SRCP, estimates, -1.97, 95% confidence interval [CI], -3.07, -0.87; RPC, -6.95, 95% CI, -8.70, -5.19) and controls (SRCP, -3.15, 95% CI, -4.61, -1.69; RPC, -8.66, 95% CI, -10.55, -6.76). The superior sector of the RPC segments vessel density in the fellow eyes was decreased compared to the controls (-4.93, 95% CI, -8.07, -1.80). CONCLUSIONS The results of this study suggest that microvascular changes occur in both the affected eye and unaffected fellow eye after a unilateral ON episode. Future studies are needed to clarify the clinical implications of these findings.
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Affiliation(s)
- Ga‐In Lee
- Department of Ophthalmology Samsung Medical Center Sungkyunkwan University School of Medicine Seoul Korea
| | - Kyung‐Ah Park
- Department of Ophthalmology Samsung Medical Center Sungkyunkwan University School of Medicine Seoul Korea
| | - Sei Yeul Oh
- Department of Ophthalmology Samsung Medical Center Sungkyunkwan University School of Medicine Seoul Korea
| | - Ju‐Hong Min
- Department of Neurology Samsung Medical Center Sungkyunkwan University School of Medicine Seoul Korea
| | - Byoung Joon Kim
- Department of Neurology Samsung Medical Center Sungkyunkwan University School of Medicine Seoul Korea
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Zhang X, Xiao H, Liu C, Zhao L, Wang J, Li H, Wang R, Zhu Y, Chen C, Wu X, Lin D, Wang J, Liu X, Qiu W, Yu-Wai-Man P, Ting DS, Lin H. Comparison of macular structural and vascular changes in neuromyelitis optica spectrum disorder and primary open angle glaucoma: a cross-sectional study. Br J Ophthalmol 2021; 105:354-360. [PMID: 32430343 PMCID: PMC7907571 DOI: 10.1136/bjophthalmol-2020-315842] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2020] [Revised: 04/21/2020] [Accepted: 04/23/2020] [Indexed: 01/09/2023]
Abstract
AIMS To compare macular structure and vasculature between neuromyelitis optica spectrum disorder (NMOSD) and primary open angle glaucoma (POAG) using optical coherence tomography angiography. METHODS NMOSD patients (n=124) with/without a history of optic neuritis (ON) (NMO+ON: 113 eyes; NMO-ON: 95 eyes), glaucomatous patients (n=102) with early/advanced glaucoma (G-E: 74 eyes; G-A: 50 eyes) and healthy controls (n=62; 90 eyes) were imaged. The main outcome measures were macular ganglion cell-inner plexiform layer (GC-IPL) thickness, vessel density (VD) and perfusion density (PD) in the superficial capillary plexus, and diagnostic capabilities of the parameters as calculated by area under the curve (AUC). RESULTS Significant losses in GC-IPL, VD and PD were detected in both patients with NMOSD and POAG. With matched losses in the peripapillary retinal nerve fibre layer, NMOSD group showed significant thinning of GC-IPL in the nasal-superior quadrant, whereas in POAG group, significant thinning was observed in the inferior and temporal-inferior quadrants. GC-IPL thinning was more prominent in the superior, nasal-superior and nasal-inferior quadrants in NMO+ON eyes. In G-A eyes, significant GC-IPL thinning was seen in the temporal-inferior quadrant. The specific structural parameters combining VD and foveal avascular zone (FAZ) indices showed the best diagnostic accuracies. The FAZ area in eyes with NMOSD was significantly smaller than the eyes of healthy controls and POAG. CONCLUSION NMOSD and POAG have specific patterns of macular structural and vascular changes associated with pathophysiology. Our results indicate that FAZ could be a sensitive biomarker of macular changes in NMOSD.
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Affiliation(s)
- Xiayin Zhang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Hui Xiao
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Chunxin Liu
- Department of Neurology, Third Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Lanqin Zhao
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Jinghui Wang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Haiquan Li
- Department of Neurology, Third Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Ruixin Wang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Yi Zhu
- Department of Molecular and Cellular Pharmacology, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Chuan Chen
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Xiaohang Wu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Duoru Lin
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Jingqi Wang
- Department of Neurology, Third Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Xing Liu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Wei Qiu
- Department of Neurology, Third Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Patrick Yu-Wai-Man
- Cambridge Centre for Brain Repair and MRC Mitochondrial Biology Unit, Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
- Cambridge Eye Unit, Addenbrooke's Hospital, Cambridge University Hospitals, Cambridge, UK
- Moorfields Eye Hospital, London, UK
- UCL Institute of Ophthalmology, University College London, London, UK
| | - Daniel S Ting
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
- Singapore National Eye Center, Duke-NUS Medical School, Singapore
| | - Haotian Lin
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
- Center of Precision Medicine, Sun Yat-sen University, Guangzhou, China
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Labounkova I, Labounek R, Nestrasil I, Odstrcilik J, Tornow RP, Kolar R. Blind Source Separation of Retinal Pulsatile Patterns in Optic Nerve Head Video-Recordings. IEEE TRANSACTIONS ON MEDICAL IMAGING 2021; 40:852-864. [PMID: 33232226 DOI: 10.1109/tmi.2020.3039917] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Dynamic optical imaging of retinal hemodynamics is a rapidly evolving technique in vision and eye-disease research. Video-recording, which may be readily accessible and affordable, captures several distinct functional phenomena such as the spontaneous venous pulsations (SVP) of central vein or local arterial blood supply etc. These phenomena display specific dynamic patterns that have been detected using manual or semi-automated methods. We propose a pioneering concept in retina video-imaging using blind source separation (BSS) serving as an automated localizer of distinct areas with temporally synchronized hemodynamics. The feasibility of BSS techniques (such as spatial principal component analysis and spatial independent component analysis) and K-means based post-processing method were successfully tested on the monocular and binocular video-ophthalmoscopic (VO) recordings of optic nerve head (ONH) in healthy subjects. BSSs automatically detected three spatially distinct reproducible areas, i.e. SVP, optic cup pulsations (OCP) that included areas of larger vessels in the nasal part of ONH, and "other" pulsations (OP). The K-means post-processing reduced a spike noise from the patterns' dynamics while high linear dependence between the non-filtered and post-processed signals was preserved. Although the dynamics of all patterns were heart rate related, the morphology analysis demonstrated significant phase shifts between SVP and OCP, and between SVP and OP. In addition, we detected low frequency oscillations that may represent respiratory-induced effects in time-courses of the VO recordings.
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Rogaczewska M, Michalak S, Stopa M. Optical Coherence Tomography Angiography of Peripapillary Vessel Density in Multiple Sclerosis and Neuromyelitis Optica Spectrum Disorder: A Comparative Study. J Clin Med 2021; 10:jcm10040609. [PMID: 33562808 PMCID: PMC7915450 DOI: 10.3390/jcm10040609] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2020] [Revised: 01/19/2021] [Accepted: 02/01/2021] [Indexed: 11/18/2022] Open
Abstract
Multiple sclerosis (MS) and neuromyelitis optica spectrum disorder (NMOSD) are demyelinating diseases of the central nervous system, which differ in the pathogenic mechanism. A common clinical presentation of both conditions is optic neuritis (ON). The study aimed to compare the radial peripapillary capillary (RPC) vessel density in MS and NMOSD patients using optical coherence tomography angiography (OCTA). A total of 40 MS patients, 13 NMOSD patients, and 20 controls were included. The average RPC vessel density was significantly lower in ON eyes (MS+ON, NMOSD+ON) than in non-ON eyes (MS−ON, NMOSD−ON) and in MS+ON, MS−ON, NMOSD+ON, and NMOSD−ON compared with the control group. In NMOSD+ON eyes, the vessel density in superior nasal, nasal superior, and inferior sectors was significantly more decreased than in MS+ON eyes. RPC reduction was also observed in inferior nasal and temporal superior sectors in MS−ON eyes compared with NMOSD−ON eyes. In conclusion, our findings indicate that optic neuritis is associated with a more significant RPC vessel density drop in NMOSD than in MS patients, and the predilection to superior and inferior sectors may be useful as a differential diagnostic marker.
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Affiliation(s)
- Małgorzata Rogaczewska
- Department of Ophthalmology, Chair of Ophthalmology and Optometry, Poznan University of Medical Sciences, 16/18 Grunwaldzka Street, 60-780 Poznan, Poland;
| | - Sławomir Michalak
- Department of Neurochemistry and Neuropathology, Chair of Neurology, Poznan University of Medical Sciences, 49 Przybyszewskiego Street, 60-355 Poznan, Poland;
| | - Marcin Stopa
- Department of Ophthalmology, Chair of Ophthalmology and Optometry, Poznan University of Medical Sciences, 16/18 Grunwaldzka Street, 60-780 Poznan, Poland;
- Correspondence:
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