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Su BE, Weiss RE, Nouri-Mahdavi K, Holbrook AJ. A SPATIALLY VARYING HIERARCHICAL RANDOM EFFECTS MODEL FOR LONGITUDINAL MACULAR STRUCTURAL DATA IN GLAUCOMA PATIENTS. Ann Appl Stat 2024; 18:3444-3466. [PMID: 40017564 PMCID: PMC11864210 DOI: 10.1214/24-aoas1944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/01/2025]
Abstract
We model longitudinal macular thickness measurements to monitor the course of glaucoma and prevent vision loss due to disease progression. The macular thickness varies over a 6 × 6 grid of locations on the retina, with additional variability arising from the imaging process at each visit. currently, ophthalmologists estimate slopes using repeated simple linear regression for each subject and location. To estimate slopes more precisely, we develop a novel Bayesian hierarchical model for multiple subjects with spatially varying population-level and subject-level coefficients, borrowing information over subjects and measurement locations. We augment the model with visit effects to account for observed spatially correlated visit-specific errors. We model spatially varying: (a) intercepts, (b) slopes, and (c) log-residual standard deviations (SD) with multivariate Gaussian process priors with Matérn cross-covariance functions. Each marginal process assumes an exponential kernel with its own SD and spatial correlation matrix. We develop our models for and apply them to data from the Advanced Glaucoma Progression Study. We show that including visit effects in the model reduces error in predicting future thickness measurements and greatly improves model fit.
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Affiliation(s)
- By Erica Su
- Department of Biostatistics, Fielding School of Public
Health, University of California, Los Angeles
| | - Robert E. Weiss
- Department of Biostatistics, Fielding School of Public
Health, University of California, Los Angeles
| | - Kouros Nouri-Mahdavi
- Glaucoma Division, Stein Eye Institute, David Geffen School
of Medicine, University of California, Los Angeles
| | - Andrew J. Holbrook
- Department of Biostatistics, Fielding School of Public
Health, University of California, Los Angeles
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2
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Jaumandreu L, Antón A, Pazos M, Rodriguez-Uña I, Rodriguez Agirretxe I, Martinez de la Casa JM, Ayala ME, Parrilla-Vallejo M, Dyrda A, Díez-Álvarez L, Rebolleda G, Muñoz-Negrete FJ. Glaucoma progression. Clinical practice guide. ARCHIVOS DE LA SOCIEDAD ESPANOLA DE OFTALMOLOGIA 2023; 98:40-57. [PMID: 36089479 DOI: 10.1016/j.oftale.2022.08.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/13/2022] [Accepted: 05/19/2022] [Indexed: 01/11/2023]
Abstract
OBJECTIVE To provide general recommendations that serve as a guide for the evaluation and management of glaucomatous progression in daily clinical practice based on the existing quality of clinical evidence. METHODS After defining the objectives and scope of the guide, the working group was formed and structured clinical questions were formulated following the PICO (Patient, Intervention, Comparison, Outcomes) format. Once all the existing clinical evidence had been independently evaluated with the AMSTAR 2 (Assessment of Multiple Systematic Reviews) and Cochrane "Risk of bias" tools by at least two reviewers, recommendations were formulated following the Scottish Intercollegiate Guideline network (SIGN) methodology. RESULTS Recommendations with their corresponding levels of evidence that may be useful in the interpretation and decision-making related to the different methods for the detection of glaucomatous progression are presented. CONCLUSIONS Despite the fact that for many of the questions the level of scientific evidence available is not very high, this clinical practice guideline offers an updated review of the different existing aspects related to the evaluation and management of glaucomatous progression.
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Affiliation(s)
- L Jaumandreu
- Servicio de Oftalmología, Hospital Universitario Ramón y Cajal, IRYCIS, Universidad de Alcalá, Alcalá de Henares, Madrid, Spain; Red de Oftalmología RETICS OFTARED del Instituto de Salud Carlos III (ISCIII), Madrid, Spain.
| | - A Antón
- Institut Català de la Retina (ICR), Barcelona, Spain; Universitat Internacional de Catalunya (UIC), Barcelona, Spain; Red de Oftalmología RETICS OFTARED del Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - M Pazos
- Institut Clínic d'Oftalmologia, Hospital Clínic de Barcelona, IDIBAPS, Universitat de Barcelona, Barcelona, Spain; Red de Oftalmología RETICS OFTARED del Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - I Rodriguez-Uña
- Instituto Oftalmológico Fernández-Vega, Universidad de Oviedo, Oviedo, Spain; Red de Oftalmología RETICS OFTARED del Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - I Rodriguez Agirretxe
- Servicio de Oftalmología, Hospital Universitario Donostia, San Sebastián, Gipuzkoa, Spain; Red de Oftalmología RETICS OFTARED del Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - J M Martinez de la Casa
- Servicio de Oftalmología, Hospital Clinico San Carlos, Instituto de investigación sanitaria del Hospital Clínico San Carlos (IsISSC), IIORC, Universidad Complutense de Madrid, Madrid, Spain; Red de Oftalmología RETICS OFTARED del Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - M E Ayala
- Institut Català de la Retina (ICR), Barcelona, Spain; Red de Oftalmología RETICS OFTARED del Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - M Parrilla-Vallejo
- Servicio de Oftalmología, Hospital Universitario Virgen Macarena, Sevilla, Spain; Red de Oftalmología RETICS OFTARED del Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - A Dyrda
- Institut Català de la Retina (ICR), Barcelona, Spain
| | - L Díez-Álvarez
- Servicio de Oftalmología, Hospital Universitario Ramón y Cajal, IRYCIS, Universidad de Alcalá, Alcalá de Henares, Madrid, Spain; Red de Oftalmología RETICS OFTARED del Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - G Rebolleda
- Servicio de Oftalmología, Hospital Universitario Ramón y Cajal, IRYCIS, Universidad de Alcalá, Alcalá de Henares, Madrid, Spain; Red de Oftalmología RETICS OFTARED del Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - F J Muñoz-Negrete
- Servicio de Oftalmología, Hospital Universitario Ramón y Cajal, IRYCIS, Universidad de Alcalá, Alcalá de Henares, Madrid, Spain; Red de Oftalmología RETICS OFTARED del Instituto de Salud Carlos III (ISCIII), Madrid, Spain
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Mohammadzadeh V, Fatehi N, Yarmohammadi A, Lee JW, Sharifipour F, Daneshvar R, Caprioli J, Nouri-Mahdavi K. Macular imaging with optical coherence tomography in glaucoma. Surv Ophthalmol 2020; 65:597-638. [PMID: 32199939 PMCID: PMC7423773 DOI: 10.1016/j.survophthal.2020.03.002] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2019] [Revised: 03/10/2020] [Accepted: 03/12/2020] [Indexed: 02/07/2023]
Abstract
With the advent of spectral-domain optical coherence tomography, imaging of the posterior segment of the eye can be carried out rapidly at multiple anatomical locations, including the optic nerve head, circumpapillary retinal nerve fiber layer, and macula. There is now ample evidence to support the role of spectral-domain optical coherence tomography imaging of the macula for detection of early glaucoma. Macular spectral-domain optical coherence tomography measurements demonstrate high reproducibility, and evidence on its utility for detection of glaucoma progression is accumulating. We present a comprehensive review of macular spectral-domain optical coherence tomography imaging emerging as an essential diagnostic tool in glaucoma.
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Affiliation(s)
- Vahid Mohammadzadeh
- Glaucoma Division, Stein Eye Institute, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California, USA
| | - Nima Fatehi
- Glaucoma Division, Stein Eye Institute, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California, USA; Saint Mary Medical Center - Dignity Health, Long Beach, California, USA
| | - Adeleh Yarmohammadi
- Shiley Eye Institute, University of California, San Diego, La Jolla, California, United States
| | - Ji Woong Lee
- Department of Ophthalmology, Pusan National University College of Medicine, Busan, Korea
| | - Farideh Sharifipour
- Department of Ophthalmology, Shahid Beheshti university of Medical Sciences, Tehran, Iran
| | - Ramin Daneshvar
- Eye Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Joseph Caprioli
- Glaucoma Division, Stein Eye Institute, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California, USA
| | - Kouros Nouri-Mahdavi
- Glaucoma Division, Stein Eye Institute, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California, USA.
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Sampson DM, Ali N, Au Yong A, Jeewa R, Rajgopal S, Dutt DDCS, Mohamed S, Mohamed S, Hansen A, Menghini M, Chen FK. RTVue XR AngioVue Optical Coherence Tomography Angiography Software Upgrade Impacts on Retinal Thickness and Vessel Density Measurements. Transl Vis Sci Technol 2020; 9:10. [PMID: 32714636 PMCID: PMC7351533 DOI: 10.1167/tvst.9.3.10] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Purpose To determine the impact of an AngioVue software upgrade on total retinal thickness (RT) and inner retinal vessel density (VD) measurements derived from optical coherence tomography angiography (OCTA). Methods Optovue OCTA images (3 × 3 mm) from 126 individuals (105 healthy eyes and 72 eyes with retinal disease) were acquired before an upgrade of the AngioVue software, which resulted in an inward shift of the outer boundary of the inner retinal vessels and improved Bruch's membrane segmentation. Total RT and inner retinal VD values were extracted before and after the software upgrade for comparison. Bias and limits of agreement (LA) were calculated. Results The mean (SD) age of participants was 46 (17) years. Mean (LA) foveal RT increased by 3.0 (–11 to +17) and 3.7 (–11 to +18) µm (P < 0.001) and parafoveal RT increased by 9.7 (–3.8 to +23) and 6.4 (–2.5 to +15) µm (P < 0.001) in healthy and diseased retina, respectively. Mean (LA) foveal inner retinal VD decreased by 6.6 (2.5–11) and 7.7 (0.4–15) percentage units (P < 0.001) and parafoveal inner retinal VD decreased by 4.1 (1.2–7.0) and 4.7 (0.5–8.9) percentage units (P < 0.001) in healthy and diseased retina, respectively. Conclusions The AngioVue software upgrade resulted in an unexpected increase in total RT and an expected reduction in inner retinal VD measurements in all regions due to altered segmentation. Translational Relevance RT and VD measures derived from the newer AngioVue software version are not directly comparable to the reported normative data derived from the older software.
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Affiliation(s)
- Danuta M Sampson
- Centre for Ophthalmology and Visual Science (incorporating Lions Eye Institute), The University of Western Australia, Nedlands, Western Australia, Australia.,Surrey Biophotonics, Centre for Vision, Speech and Signal Processing and School of Biosciences and Medicine, The University of Surrey, Guildford, UK
| | - Noha Ali
- Centre for Ophthalmology and Visual Science (incorporating Lions Eye Institute), The University of Western Australia, Nedlands, Western Australia, Australia.,Department of Ophthalmology, Faculty of Medicine, Assiut University, Assiut, Egypt
| | - Alex Au Yong
- Centre for Ophthalmology and Visual Science (incorporating Lions Eye Institute), The University of Western Australia, Nedlands, Western Australia, Australia
| | - Rumaanah Jeewa
- Centre for Ophthalmology and Visual Science (incorporating Lions Eye Institute), The University of Western Australia, Nedlands, Western Australia, Australia
| | - Saumya Rajgopal
- Centre for Ophthalmology and Visual Science (incorporating Lions Eye Institute), The University of Western Australia, Nedlands, Western Australia, Australia
| | - Deepaysh D C S Dutt
- Centre for Ophthalmology and Visual Science (incorporating Lions Eye Institute), The University of Western Australia, Nedlands, Western Australia, Australia
| | - Sharaf Mohamed
- Department of Ophthalmology, Faculty of Medicine, Assiut University, Assiut, Egypt
| | - Shehata Mohamed
- Department of Ophthalmology, Faculty of Medicine, Assiut University, Assiut, Egypt
| | - Alex Hansen
- Department of Ophthalmology, Sir Charles Gairdner Hospital, Nedlands, Western Australia, Australia
| | - Moreno Menghini
- Centre for Ophthalmology and Visual Science (incorporating Lions Eye Institute), The University of Western Australia, Nedlands, Western Australia, Australia.,Department of Ophthalmology, Sir Charles Gairdner Hospital, Nedlands, Western Australia, Australia
| | - Fred K Chen
- Centre for Ophthalmology and Visual Science (incorporating Lions Eye Institute), The University of Western Australia, Nedlands, Western Australia, Australia.,Department of Ophthalmology, Royal Perth Hospital, Perth, Western Australia, Australia.,Department of Ophthalmology, Perth Children's Hospital, Perth, Western Australia, Australia
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Lanza M, Gironi Carnevale UA, Mele L, Bifani Sconocchia M, Bartollino S, Costagliola C. Morphological and Functional Evaluation of Oral Citicoline Therapy in Chronic Open-Angle Glaucoma Patients: A Pilot Study With a 2-Year Follow-Up. Front Pharmacol 2019; 10:1117. [PMID: 31611797 PMCID: PMC6775502 DOI: 10.3389/fphar.2019.01117] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2019] [Accepted: 08/30/2019] [Indexed: 11/30/2022] Open
Abstract
Aims: To study the neuroprotective effect of oral citicoline (CT) therapy in primary open-angle glaucoma (POAG). Methods: This study included one eye each of 60 POAG patients. Patients were randomly divided into two groups (A and B) of 30 participants each. Only patients of group A were administered with CT therapy. Age, sex, and disease duration were matched between groups. Despite a stable intraocular pressure (IOP), a slow disease progression—assessed by standard automated white-on-white perimetry (SAP) in the previous 3 years—occurred in all patients. All patients underwent a complete eye examination, including IOP measurement, SAP, retinal nerve fiber layer (RNFL) thickness, and ganglion cell complex (GCC) thickness measurements with optical coherence tomography (OCT), before starting CT treatment and at 6, 12, 18, and 24 months’ follow-up. Parameter differences between groups were evaluated at each eye check. Results: After 18 months, mean values of SAP mean deviation (MD) of group A were significantly (p = 0.039) higher (−7.25 db) than those of group B (−8.64 db). Moreover, they appeared stable in the following visits, whereas in group B, mean MD values continued to significantly (p < 0.001) decrease (−9.28 db) over time. Mean RNFL and GCC thickness in group A were significantly (p < 0.01) higher (70.39 and 71.19 μm, respectively) than in group B (64.91 and 65.60 μm, respectively) after 12 months of CT therapy. Furthermore, they appeared to be stable over the later visits, whereas they thinned significantly (p < 0.001) over time in group B. Conclusion: These findings suggest that CT therapy seems to be effective in slowing POAG progression. Further studies on a larger population and with a longer follow-up are needed to confirm this pilot investigation.
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Affiliation(s)
- Michele Lanza
- Multidisciplinary Department of Medical, Surgical and Dental Specialities, Università della Campania "Luigi Vanvitelli", Napoli, Italy
| | - Ugo Antonello Gironi Carnevale
- Multidisciplinary Department of Medical, Surgical and Dental Specialities, Università della Campania "Luigi Vanvitelli", Napoli, Italy
| | - Luigi Mele
- Multidisciplinary Department of Medical, Surgical and Dental Specialities, Università della Campania "Luigi Vanvitelli", Napoli, Italy
| | - Mario Bifani Sconocchia
- Multidisciplinary Department of Medical, Surgical and Dental Specialities, Università della Campania "Luigi Vanvitelli", Napoli, Italy
| | - Silvia Bartollino
- Department of Medicine and Health Sciences "V. Tiberio", University of Molise, Campobasso, Italy
| | - Ciro Costagliola
- Department of Medicine and Health Sciences "V. Tiberio", University of Molise, Campobasso, Italy
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Evaluation of Retinal Nerve Fiber Layer Thickness and Ganglion Cell Complex Progression Rates in Healthy, Ocular Hypertensive, and Glaucoma Eyes With the Avanti RTVue-XR Optical Coherence Tomograph Based on 5-Year Follow-up. J Glaucoma 2017; 25:e905-e909. [PMID: 26950575 DOI: 10.1097/ijg.0000000000000410] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE To determine retinal nerve fiber layer thickness (RNFLT) and ganglion cell complex (GCC) progression rates for healthy eyes and undertreatment ocular hypertensive (OHT) and glaucoma eyes with the Avanti RTVue-XR optical coherence tomography. MATERIALS AND METHODS Seventeen healthy subjects (34 eyes), 17 medically treated OHT patients (34 eyes), and 67 medically treated glaucoma patients (122 eyes) were imaged prospectively at 6-month intervals (median follow-up 5.3 y, 11 visits). RESULTS A minimal negative correlation between baseline RNFLT and RNFLT progression was found in the glaucoma group (r=-0.1708, P=0.0493). In the other groups no correlation between baseline RNFLT or GCC and RNFLT or GCC progression was found, respectively. The mean±SD of the rate of change was -0.33±0.51, -0.44±0.62, and -0.69±0.93 μm/y for average RNFLT, and -0.53±0.36, -0.54±0.52, and -0.80±0.78 for average GCC, for the normal, OHT, and glaucoma eyes, respectively (P>0.05 for all between-group comparisons). In the normal group the highest progression rate was -1.52 μm/y for average RNFLT and -1.28 μm/y for average GCC. Despite maximal medical treatment, progression in the glaucoma group exceeded the highest progression rate of the normal group in 18 eyes (14.8%) for average RNFLT and 24 eyes (19.7%) for average GCC. CONCLUSIONS We determined progression rates for untreated healthy and under treatment OHT and glaucoma eyes with the Avanti RTVue-XR optical coherence tomography. We found that an average RNFLT progression rate faster than -1.5 μm/y, and an average GCC progression rate faster than -1.3 μm/y are strongly suggestive for uncontrolled glaucomatous progression. Detection of uncontrolled structural progression with trend analysis may assist the early detection of fast progressors.
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Dong ZM, Wollstein G, Schuman JS. Clinical Utility of Optical Coherence Tomography in Glaucoma. Invest Ophthalmol Vis Sci 2017; 57:OCT556-67. [PMID: 27537415 PMCID: PMC4991023 DOI: 10.1167/iovs.16-19933] [Citation(s) in RCA: 61] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
Optical coherence tomography (OCT) has established itself as the dominant imaging modality in the management of glaucoma and retinal diseases, providing high-resolution visualization of ocular microstructures and objective quantification of tissue thickness and change. This article reviews the history of OCT imaging with a specific focus on glaucoma. We examine the clinical utility of OCT with respect to diagnosis and progression monitoring, with additional emphasis on advances in OCT technology that continue to facilitate glaucoma research and inform clinical management strategies.
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Affiliation(s)
- Zachary M Dong
- University of Pittsburgh Medical Center (UPMC) Eye Center Eye and Ear Institute, Department of Ophthalmology, University of Pittsburgh School of Medicine, Ophthalmology and Visual Science Research Center, Pittsburgh, Pennsylvania, United States
| | - Gadi Wollstein
- University of Pittsburgh Medical Center (UPMC) Eye Center Eye and Ear Institute, Department of Ophthalmology, University of Pittsburgh School of Medicine, Ophthalmology and Visual Science Research Center, Pittsburgh, Pennsylvania, United States 2Departmen
| | - Joel S Schuman
- University of Pittsburgh Medical Center (UPMC) Eye Center Eye and Ear Institute, Department of Ophthalmology, University of Pittsburgh School of Medicine, Ophthalmology and Visual Science Research Center, Pittsburgh, Pennsylvania, United States 2Departmen
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