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Seo SB, Cho HK. Interpretable Machine Learning Predictions of Bruch's Membrane Opening-Minimum Rim Width Using Retinal Nerve Fiber Layer Values and Visual Field Global Indexes. Bioengineering (Basel) 2025; 12:321. [PMID: 40150785 PMCID: PMC11939392 DOI: 10.3390/bioengineering12030321] [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: 01/31/2025] [Revised: 03/09/2025] [Accepted: 03/14/2025] [Indexed: 03/29/2025] Open
Abstract
The aim of this study was to predict Bruch's membrane opening-minimum rim Width (BMO-MRW), a relatively new parameter using conventional optical coherence tomography (OCT) parameter, using retinal nerve fibre layer (RNFL) thickness and visual field (VF) global indexes (MD, PSD, and VFI). We developed an interpretable machine learning model that integrates structural and functional parameters to predict BMO-MRW. The model achieved the highest predictive accuracy in the inferotemporal sector (R2 = 0.68), followed by the global region (R2 = 0.67) and the superotemporal sector (R2 = 0.64). Through SHAP (SHapley Additive exPlanations) analysis, we demonstrated that RNFL parameters were significant contributing parameters to the prediction of various BMO-MRW parameters, with age and PSD also identified as critical factors. Our machine learning model could provide useful clinical information about the management of glaucoma when BMO-MRW is not available. Our machine learning model has the potential to be highly beneficial in clinical practice for glaucoma diagnosis and the monitoring of disease progression.
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Affiliation(s)
- Sat Byul Seo
- Department of Mathematics Education, Kyungnam University, 7 Kyungnamdaehak-ro, Changwon-si 51767, Geongsangnam-do, Republic of Korea;
| | - Hyun-kyung Cho
- Department of Ophthalmology, Gyeongsang National University Changwon Hospital, School of Medicine, Gyeongsang National University, Changwon-si 51472, Geongsangnam-do, Republic of Korea
- lnstitute of Medical Sciences, School of Medicine, Gyeongsang National University, Jinju-si 52727, Geongsangnam-do, Republic of Korea
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Gallo Afflitto G, Swaminathan SS. Racial-ethnic disparities in concurrent rates of peripapillary & macular OCT parameters among a large glaucomatous clinical population. Eye (Lond) 2024; 38:2711-2717. [PMID: 38704424 PMCID: PMC11427570 DOI: 10.1038/s41433-024-03103-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Revised: 03/20/2024] [Accepted: 04/19/2024] [Indexed: 05/06/2024] Open
Abstract
OBJECTIVES To compare rates of change in peripapillary retinal nerve fibre layer (pRNFL) and macular ganglion cell-inner plexiform layer (mGCIPL) parameters among different race-ethnicities from a large electronic health record database of subjects with or suspected of glaucoma. METHODS In this retrospective cohort study, rates of change were obtained using joint longitudinal linear mixed models for eyes with ≥3 visits and ≥1 year of follow-up, adjusting for age, sex, intraocular pressure, central corneal thickness, and baseline pRNFL and mGCIPL thickness. Best linear unbiased predictor estimates of various parameters were stratified by baseline glaucoma severity and analysed by racial-ethnic group. RESULTS A total of 21,472 spectral domain optical coherence tomography (OCT) pRNFL scans and 14,431 mGCIPL scans from 2002 eyes were evaluated. A total of 200 (15.6%) and 601 (46.8%) subjects identified as non-Hispanic Black (NHB) and Hispanic, respectively. NHB eyes exhibited faster rates of change in pRNFL among glaucoma suspect (global pRNFL -0.57 ± 0.55 µm/year vs. -0.37 ± 0.62 µm/year among Hispanics, p < 0.001), mild glaucoma (superior pRNFL quadrant -1.20 ± 1.06 µm/year vs. -0.75 ± 1.51 µm/year among non-Hispanic Whites (NHW), p = 0.043), and moderate glaucoma eyes (superior pRNFL quadrant -1.31 ± 1.49 µm/year vs. -0.52 ± 1.26 µm/year among Hispanics, p = 0.003). NHB eyes exhibited faster rates of mGCIPL loss corresponding to pRNFL rates. Global pRNFL and mGCIPL rates were strongly correlated (R2 = 0.70). CONCLUSIONS Adjusted rates of pRNFL and mGCIPL loss significantly differed between racial-ethnic groups when stratified by glaucoma severity, with faster rates among NHB patients. These differences highlight key racial-ethnic disparities in adjusted rates of glaucoma OCT parameters.
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Affiliation(s)
- Gabriele Gallo Afflitto
- Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, Miami, FL, USA
- Ophthalmology Unit, Department of Experimental Medicine, Università di Roma "Tor Vergata", Rome, Italy
| | - Swarup S Swaminathan
- Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, Miami, FL, USA.
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Wu JH, Moghimi S, Walker E, Nishida T, Liebmann JM, Fazio MA, Girkin CA, Zangwill LM, Weinreb RN. Long-term variability of retinal nerve fibre layer thickness measurement in patients with glaucoma of African and European descents. Br J Ophthalmol 2024; 108:1094-1100. [PMID: 38164556 PMCID: PMC11153332 DOI: 10.1136/bjo-2023-324404] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Accepted: 10/25/2023] [Indexed: 01/03/2024]
Abstract
BACKGROUND To examine long-term retinal nerve fibre layer thickness (RNFLT) variability and associated clinical factors in African (AD) and European descent (ED) individuals with glaucoma. METHODS This retrospective cohort study included glaucoma eyes of AD and ED from Diagnostic Innovations in Glaucoma Study/The African Descent and Glaucoma Evaluation Study with ≥4 visits/2 years of follow-up. We calculated optic nerve head RNFLT variability per-examination/visit as the absolute error of its residuals across follow-up. Full, baseline and parsimonious linear-mixed models were fit to evaluate the effects of clinical factors (demographics and ocular characteristics, prior/intervening glaucoma surgeries and cataract extraction (CE), RNFLT thinning rate, scan quality, visit/testing frequency, etc) on RNFLT variability in both races. RESULTS There were 376 and 625 eyes (226 and 349 participants) of AD and ED, and the mean (95% CI) RNFLT variability was 1.62 (1.52, 1.71) µm and 1.42 (1.34, 1.50) µm, respectively (p=0.002). AD and ED had some shared predictors of RNFLT variability, including intraocular pressure fluctuation and scan quality, although the effects varied (p<0.05). In both races, intervening CE was most strongly correlated with higher RNFLT variability (β: 0.24-0.92, p<0.05). After excluding eyes with intervening CE, RNFLT variability was reduced and the small racial difference was no longer significant (AD: 1.40 (1.31, 1.48) µm vs ED: 1.34 (1.27, 1.40) µm; p=0.280). CONCLUSIONS Although some predictors were identified, long-term RNFLT variability appeared small for both AD and ED eyes. Moreover, the racial difference did not remain once intervening CE, the strongest predictor of variability, was eliminated. Our findings inform on strategies to optimise structural assessment and suggest that, when accounting for relevant factors, RNFLT is reliable across races.
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Affiliation(s)
- Jo-Hsuan Wu
- Viterbi Family Department of Ophthalmology, University of California San Diego, La Jolla, California, USA
| | - Sasan Moghimi
- Viterbi Family Department of Ophthalmology, University of California San Diego, La Jolla, California, USA
| | - Evan Walker
- Viterbi Family Department of Ophthalmology, University of California San Diego, La Jolla, California, USA
| | - Takashi Nishida
- Viterbi Family Department of Ophthalmology, University of California San Diego, La Jolla, California, USA
| | - Jeffrey M Liebmann
- Bernard and Shirlee Brown Glaucoma Research Laboratory, Department of Ophthalmology, Edward S Harkness Eye Institute, Columbia University Medical Center, New York, New York, USA
| | - Massimo A Fazio
- Ophthalmology and Visual Sciences, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Christopher A Girkin
- Ophthalmology and Visual Sciences, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Linda M Zangwill
- Viterbi Family Department of Ophthalmology, University of California San Diego, La Jolla, California, USA
| | - Robert N Weinreb
- Viterbi Family Department of Ophthalmology, University of California San Diego, La Jolla, California, USA
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Tomita R, Rawlyk B, Sharpe GP, Hutchison DM, Shuba LM, Nicolela MT, Chauhan BC. Progressive Changes in the Neuroretinal Rim and Retinal Nerve Fiber Layer in Glaucoma: Impact of Baseline Values and Floor Effects. Ophthalmology 2024; 131:700-707. [PMID: 38176444 DOI: 10.1016/j.ophtha.2023.12.032] [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: 08/25/2023] [Revised: 12/24/2023] [Accepted: 12/28/2023] [Indexed: 01/06/2024] Open
Abstract
PURPOSE To determine whether more severe baseline damage impedes measurement of minimum rim width (MRW) and peripapillary retinal nerve fiber layer thickness (RNFLT) change in glaucoma patients because of a floor effect. DESIGN Prospective, longitudinal cohort study in a hospital-based setting. PARTICIPANTS The study included patients with open-angle glaucoma and healthy control subjects. Participants had at least 5 years of follow-up with OCT every 6 months. METHODS Baseline global and sectorial MRW and RNFLT values were classified as within normal limits, borderline, or outside normal limits based on reference normative values. Regression analysis was used to determine the magnitude and significance of MRW and RNFLT change. Additionally, the follow-up period for each participant was divided into 2 equal halves (first and second periods) to determine whether there was attenuation of MRW and RNFLT change with follow-up time. MAIN OUTCOME MEASURES Rates of global and sectoral MRW and RNFLT changes (slopes). RESULTS A total of 97 patients with glaucoma (median age, 70.3 years) and 42 healthy subjects (median age, 64.8 years) were followed for a median of 6.9 years and 7.0 years, respectively. The median mean deviation of the visual field in glaucoma patients was -4.30 decibels (dB) (interquartile range, -7.81 to -2.06 dB; range, -20.68 to 1.37 dB). Statistically significant changes in global and sectoral MRW and RNFLT were detected across all baseline classifications; however, there was a tendency for less change with increasing baseline damage. In glaucoma patients, RNFLT slopes, but not MRW slopes, were significantly more positive (less change) in the second period compared with the first. There were also no differences in MRW or RNFLT slopes in the first and second periods in healthy subjects. CONCLUSIONS Significant MRW and RNFLT changes were detected at all levels of baseline damage. However, an attenuation in the rate of RNFLT change compared with MRW indicates an earlier floor effect in RNFLT measurements globally and in equivalent sectors. Because the axonal component of these measurements should be equivalent, our results suggest important differences in tissue remodeling at the level of the optic nerve head and peripapillary retina. FINANCIAL DISCLOSURE(S) Proprietary or commercial disclosure may be found after the references.
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Affiliation(s)
- Ryo Tomita
- Department of Ophthalmology and Visual Sciences, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Brooklyn Rawlyk
- Department of Ophthalmology and Visual Sciences, Dalhousie University, Halifax, Nova Scotia, Canada; University of Saskatchewan College of Medicine, Saskatoon, Saskatchewan, Canada
| | - Glen P Sharpe
- Department of Ophthalmology and Visual Sciences, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Donna M Hutchison
- Department of Ophthalmology and Visual Sciences, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Lesya M Shuba
- Department of Ophthalmology and Visual Sciences, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Marcelo T Nicolela
- Department of Ophthalmology and Visual Sciences, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Balwantray C Chauhan
- Department of Ophthalmology and Visual Sciences, Dalhousie University, Halifax, Nova Scotia, Canada.
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Wu JH, Moghimi S, Walker E, Nishida T, Brye N, Mahmoudinezhad G, Liebmann JM, Fazio M, Girkin CA, Zangwill LM, Weinreb RN. Time to Glaucoma Progression Detection by Optical Coherence Tomography in Individuals of African and European Descents. Am J Ophthalmol 2024; 260:60-69. [PMID: 38061585 PMCID: PMC11684426 DOI: 10.1016/j.ajo.2023.12.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Revised: 11/30/2023] [Accepted: 12/01/2023] [Indexed: 01/14/2024]
Abstract
PURPOSE To examine the time to detectable retinal nerve fiber layer thickness (RNFLT) progression by optical coherence tomography (OCT) among glaucoma patients of African descent (AD) and European descent (ED). DESIGN Retrospective cohort study. METHODS AD and ED glaucoma eyes from the Diagnostic Innovations in Glaucoma Study (DIGS)/African Descent and Glaucoma Evaluation Study (ADAGES) with ≥2 years/4 visits of optic nerve head RNFLT measurements were included after homogenization on age, diagnosis, and baseline visual field (VF) measurement. RNFLT variability estimates based on linear mixed-effects models were used to simulate longitudinal RNFLT data for both races. Times to trend-based RNFLT progression detection were calculated under standardized scenarios (same RNFLT baseline/thinning rates for both races) and real-world scenarios (AD and ED cohort-specific RNFLT baseline/thinning rates). RESULTS We included 332 and 542 eyes (216 and 317 participants) of AD and ED, respectively. In standardized scenarios, the time to detect RNFLT progression appeared to be similar (difference, <0.2 years) for AD and ED across different assumed RNFLT thinning rates/baseline. In real-world scenarios, compared to ED, AD had a faster RNFLT thinning rate (-0.8 vs -0.6 µm/y) and thicker baseline RNFLT (84.6 vs 81.8 µm). With a faster thinning rate, the mean (SD) time to progression detection was shorter in AD (4.8 [2.0] vs ED: 5.4 [2.4] years), and the 5-year progression rate appeared to be higher (AD: 59% vs ED: 47%). CONCLUSIONS Time to progression detection was similar for both races when assuming identical RNFLT baseline/thinning rates, and shorter in AD eyes under real-world simulation when AD had faster RNFLT thinning. In contrast to prior results on VF, which detected progression later in AD eyes than in ED eyes, OCT may detect progression more consistently across these races.
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Affiliation(s)
- Jo-Hsuan Wu
- From the Hamilton Glaucoma Center (J.-H.W., S.M., E.W., T.N., N.B., G.M., L.M.Z., R.N.W.), Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California, USA
| | - Sasan Moghimi
- From the Hamilton Glaucoma Center (J.-H.W., S.M., E.W., T.N., N.B., G.M., L.M.Z., R.N.W.), Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California, USA
| | - Evan Walker
- From the Hamilton Glaucoma Center (J.-H.W., S.M., E.W., T.N., N.B., G.M., L.M.Z., R.N.W.), Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California, USA
| | - Takashi Nishida
- From the Hamilton Glaucoma Center (J.-H.W., S.M., E.W., T.N., N.B., G.M., L.M.Z., R.N.W.), Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California, USA
| | - Nicole Brye
- From the Hamilton Glaucoma Center (J.-H.W., S.M., E.W., T.N., N.B., G.M., L.M.Z., R.N.W.), Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California, USA
| | - Golnoush Mahmoudinezhad
- From the Hamilton Glaucoma Center (J.-H.W., S.M., E.W., T.N., N.B., G.M., L.M.Z., R.N.W.), Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California, USA
| | - Jeffrey M Liebmann
- Bernard and Shirlee Brown Glaucoma Research Laboratory (J.M.L.), Department of Ophthalmology, Edward S. Harkness Eye Institute, Columbia University Medical Center, New York, New York, USA
| | - Massimo Fazio
- Department of Ophthalmology and Vision Sciences (M.F., C.A.G.), Heersink School of Medicine, University of Alabama-Birmingham, Birmingham, Alabama, USA
| | - Christopher A Girkin
- Department of Ophthalmology and Vision Sciences (M.F., C.A.G.), Heersink School of Medicine, University of Alabama-Birmingham, Birmingham, Alabama, USA
| | - Linda M Zangwill
- From the Hamilton Glaucoma Center (J.-H.W., S.M., E.W., T.N., N.B., G.M., L.M.Z., R.N.W.), Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California, USA
| | - Robert N Weinreb
- From the Hamilton Glaucoma Center (J.-H.W., S.M., E.W., T.N., N.B., G.M., L.M.Z., R.N.W.), Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California, USA.
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Iwase A, Higashide T, Fujii M, Ohno Y, Tanaka Y, Kikawa T, Araie M. Aging-associated changes of optical coherence tomography-measured ganglion cell-related retinal layer thickness and visual sensitivity in normal Japanese. Jpn J Ophthalmol 2024; 68:117-125. [PMID: 38498066 DOI: 10.1007/s10384-024-01049-3] [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: 05/31/2023] [Accepted: 01/06/2024] [Indexed: 03/19/2024]
Abstract
PURPOSE To report aging-associated change rates in circumpapillary retinal nerve fiber layer thickness (cpRNFLT) and macular ganglion cell-inner plexiform layer and complex thickness (MGCIPLT, MGCCT) in normal Japanese eyes and to compare the data in linear scaled visual field (VF) sensitivity of central 4 points of Humphrey Field Analyzer (HFA) 24-2 test (VF4TestPoints) to that in MGCIPLT in four 0.6-mm-diameter circles corresponding to the four central points of HFA 24-2 adjusted for retinal ganglion cell displacement (GCIPLT4TestPoints). STUDY DESIGN Prospective observational study METHODS: HFA 24-2 tests and spectral-domain optical coherence tomography (SD-OCT) measurements of cpRNFLT, MGCIPLT, MGCCT and GCIPLT4TestPoints were performed every 3 months for 3 years in 73 eyes of 37 healthy Japanese with mean age of 50.4 years. The time changes of SD-OCT-measured parameters and VF4TestPoints were analyzed using a linear mixed model. RESULTS The aging-associated change rates were -0.064 μm/year for MGCIPLT and and -0.095 for MGCCT (P=0.020 and 0.017), but could not be detected for cpRNFLT. They accelerated with aging at -0.009μm/year/year of age for MGCIPLT (P<0.001), at 0.011 for MGCCT (P<0.001) and at 0.013 for cpRNFLT(0.031). The aging-associated decline of -82.1 [1/Lambert]/year of VF4TestPoints corresponded to -0.095 μm/year of GCIPLT4TestPoints. CONCLUSION We report that aging-associated change rates of cpRNFLT, MGCIPLT and MGCCT in normal Japanese eyes were found to be significantly accelerated along with aging. Relationship between VF sensitivity decline rates and SD-OCT measured GCIPLT decline rates during physiological aging in the corresponding parafoveal retinal areas are also documented.
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Affiliation(s)
- Aiko Iwase
- Tajimi Iwase Eye Clinic, 3-101-1, Honmachi, Tajimi, Gifu Prefecture, 507-0033, Japan.
| | - Tomomi Higashide
- Department of Ophthalmology, Kanazawa University Graduate School of Medical Sciences, Kanazawa, Japan
| | - Makoto Fujii
- Division of Health and Sciences, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Yuko Ohno
- Division of Health and Sciences, Osaka University Graduate School of Medicine, Osaka, Japan
| | | | | | - Makoto Araie
- Kanto Central Hospital of the Mutual Aid Association of Public School Teachers, Tokyo, Japan
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Gunasegaran G, Moghimi S, Nishida T, Walker E, Kamalipour A, Wu JH, Mahmoudinezhad G, Zangwill LM, Weinreb RN. Racial Differences in the Diagnostic Accuracy of OCT Angiography Macular Vessel Density for Glaucoma. Ophthalmol Glaucoma 2024; 7:197-205. [PMID: 37783272 DOI: 10.1016/j.ogla.2023.09.003] [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: 05/19/2023] [Revised: 08/29/2023] [Accepted: 09/21/2023] [Indexed: 10/04/2023]
Abstract
PURPOSE To evaluate and compare the diagnostic accuracy of macular vessel density (VD) measured by OCT angiography (OCTA) in individuals of African descent (AD) and European descent (ED) with open-angle glaucoma. DESIGN Observational, cross sectional study. PARTICIPANTS A total of 176 eyes of 123 patients with glaucoma and 140 eyes of 88 healthy participants from the Diagnostic Innovations in Glaucoma Study. METHODS Whole-image ganglion cell complex (wiGCC) thickness and macular VD (parafoveal VD and perifoveal VD) were obtained from 6 × 6 macula scans. Area under the receiver operating characteristic (AUROC) curves were used to evaluate the diagnostic accuracy of macular VD and ganglion cell complex (GCC) thickness in AD and ED participants after adjusting for confounders such as age, visual field mean deviation (VF MD), signal strength index, axial length, self-reported hypertension and diabetes. MAIN OUTCOME MEASURES Macular VD and wiGCC measurements. RESULTS Parafoveal and perifoveal VD were significantly lower in ED than AD patients with glaucoma. Parafoveal and perifoveal VD performed significantly worse in AD participants compared with ED participants for detection of glaucoma (adjusted AUROC, 0.75 [95% confidence interval (CI), 0.62, 0.87], 0.85 [95% CI, 0.79, 0.90], P = 0.035; and 0.82 [95% CI, 0.70, 0.92], 0.91 [95% CI, 0.87, 0.94], respectively; P = 0.020). In contrast to VD, diagnostic accuracy of GCC thickness was similar in AD and ED individuals (adjusted AUROC, 0.89 [95% CI, 0.79, 0.96], 0.92 [95% CI, 0.86, 0.96], respectively; P = 0.313). The diagnostic accuracies of both macular VD and GCC thickness for differentiating between glaucoma and healthy eyes increased with increasing VF MD in both AD and ED participants. CONCLUSIONS Diagnostic performance of OCTA macular VD, but not GCC thickness, for glaucoma detection varies by race. Moreover, macular VD parameters had lower accuracy for detecting glaucoma in AD individuals than in ED individuals. The diagnostic performance of macular VD is race-dependent, and, therefore, race should be taken into consideration when interpreting macular OCTA results. FINANCIAL DISCLOSURE(S) Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.
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Affiliation(s)
- Gopikasree Gunasegaran
- Viterbi Family Department of Ophthalmology, Hamilton Glaucoma Center, Shiley Eye Institute, University of California San Diego, La Jolla, California
| | - Sasan Moghimi
- Viterbi Family Department of Ophthalmology, Hamilton Glaucoma Center, Shiley Eye Institute, University of California San Diego, La Jolla, California
| | - Takashi Nishida
- Viterbi Family Department of Ophthalmology, Hamilton Glaucoma Center, Shiley Eye Institute, University of California San Diego, La Jolla, California
| | - Evan Walker
- Viterbi Family Department of Ophthalmology, Hamilton Glaucoma Center, Shiley Eye Institute, University of California San Diego, La Jolla, California
| | - Alireza Kamalipour
- Viterbi Family Department of Ophthalmology, Hamilton Glaucoma Center, Shiley Eye Institute, University of California San Diego, La Jolla, California
| | - Jo-Hsuan Wu
- Viterbi Family Department of Ophthalmology, Hamilton Glaucoma Center, Shiley Eye Institute, University of California San Diego, La Jolla, California
| | - Golnoush Mahmoudinezhad
- Viterbi Family Department of Ophthalmology, Hamilton Glaucoma Center, Shiley Eye Institute, University of California San Diego, La Jolla, California
| | - Linda M Zangwill
- Viterbi Family Department of Ophthalmology, Hamilton Glaucoma Center, Shiley Eye Institute, University of California San Diego, La Jolla, California
| | - Robert N Weinreb
- Viterbi Family Department of Ophthalmology, Hamilton Glaucoma Center, Shiley Eye Institute, University of California San Diego, La Jolla, California.
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Cho HK, Kee C. Longitudinal Rates of Change in Structural Parameters of Optical Coherence Tomography in Primary Angle Closure Glaucoma following Laser Iridotomy along with Peripheral Iridoplasty. J Ophthalmol 2024; 2024:9978354. [PMID: 38445101 PMCID: PMC10914411 DOI: 10.1155/2024/9978354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 01/22/2024] [Accepted: 02/01/2024] [Indexed: 03/07/2024] Open
Abstract
Background This study aimed to investigate longitudinal rates of change (LRCs) of structural parameters from optical coherence tomography (OCT) in patients with primary angle closure glaucoma (PACG) after laser iridotomy (LI) along with laser peripheral iridoplasty (PI). Methods Among 146 patients diagnosed with PACG, thirty-two subjects (32 eyes) who underwent LI plus PI and accomplished more than five times of reliable OCT tests were included in the current retrospective study. Retinal nerve fiber layer (RNFL) and Bruch's membrane opening-minimum rim width (BMO-MRW) were measured by spectral-domain OCT with three month interval. LRCs of global and six Garway-Heath sectors were investigated using the linear mixed-effects model which adjusted BMO area, sex, and age. Imaging of dual Scheimpflug analyzer was performed before and at 1 week after LI with PI and yearly thereafter. Results The mean follow-up period was 32.28 ± 13.34 months with a mean number of 10.18 ± 3.33 OCT images. Baseline characteristics are as follows: age, 63 ± 7.9 years; female, 62.5%; intraocular pressure(IOP), 15.48 ± 4.79 mmHg; anterior chamber depth, 2.09 ± 0.18 mm; and mean deviation, -7.97 ± 8.48 dB. Global LRC of BMO-MRW was 0.86 ± 1.34 μm/yr and RNFL was -0.64 ± 0.22 μm/yr. IOP decreased significantly to 13.06 ± 2.21 mmHg (p=0.001) while anterior chamber volume (p=0.011) and mean anterior chamber angle (p=0.022) increased significantly after LI along with PI compared to the baseline at the final visit. Conclusions LRC of a new parameter, BMO-MRW, and LRC of RNFL were relatively low in patients with PACG, following LI along with PI. After widening of the anterior chamber angle and decrease of IOP due to LI plus PI, PACG might show stable structural prognosis assessed by OCT.
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Affiliation(s)
- Hyun-Kyung Cho
- Department of Ophthalmology, Gyeongsang National University Changwon Hospital, Gyeongsang National University, School of Medicine, Changwon, Republic of Korea
- Institute of Health Sciences, School of Medicine, Gyeongsang National University, Jinju, Republic of Korea
| | - Changwon Kee
- Department of Ophthalmology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
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Wu JH, Moghimi S, Walker E, Nishida T, Liebmann JM, Fazio M, Girkin CA, Zangwill LM, Weinreb RN. Clinical Factors Associated With Long-Term OCT Variability in Glaucoma. Am J Ophthalmol 2023; 255:98-106. [PMID: 37454784 PMCID: PMC11657144 DOI: 10.1016/j.ajo.2023.07.011] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Revised: 07/10/2023] [Accepted: 07/10/2023] [Indexed: 07/18/2023]
Abstract
PURPOSE To examine clinical factors associated with long-term optical coherence tomography (OCT)-measured retinal nerve fiber layer thickness (RNFLT) variability in glaucoma. STUDY DESIGN Retrospective cohort study. METHODS Glaucoma eyes from Diagnostic Innovations in Glaucoma Study (DIGS)/the African Descent and Glaucoma Evaluation Study (ADAGES) with ≥2-years and 4-visit follow-up were included. RNFLT variability was calculated per visit as the absolute error of optic nerve head RNFLT residuals across longitudinal follow-up. Clinical factors examined included general demographics, baseline ocular measurements, prior and intervening cataract extraction (CE) or glaucoma surgery, scan quality, baseline RNFLT and RNFLT thinning rate, follow-up duration, and visit/testing frequency. Three multivariable linear mixed models (full model, baseline model, and parsimonious model) were fit to evaluate the effects of clinical factors on RNFLT variability, with 10-fold cross-validation to estimate real-world model performance. RESULTS A total of 1140 eyes (634 patients) were included. The overall mean (95% CI) RNFLT variability was 1.51(1.45, 1.58) µm. Across different models, African American race (β [standard error {SE} = 0.18 [0.06]), intervening CE (β [SE] = 0.52 [0.07]), intervening glaucoma surgeries (β [SE] = 0.15 [0.03]), and more positive RNFLT thinning rate (β [SE] = 0.06 [0.02] per 1 µm/y more positive) showed consistent association with greater RNFLT variability, whereas more frequent visits/testing (β [SE] = -0.11[0.05] per 1 visit/y higher) was associated with smaller RNFLT variability (P < .05 for all). CONCLUSIONS Relevant clinical factors affecting long-term RNFLT variability in glaucoma were identified. These data enhance the evaluation of longitudinal structural change. Increasing the testing frequency, especially in eyes at risk for higher measurement variability, and resetting of baseline imaging after intervening procedures may help to more reliably detect OCT progression.
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Affiliation(s)
- Jo-Hsuan Wu
- From the Hamilton Glaucoma Center (J.-H.W., S.M., E.W., T.N., L.M.Z., R.N.W.), Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California, USA
| | - Sasan Moghimi
- From the Hamilton Glaucoma Center (J.-H.W., S.M., E.W., T.N., L.M.Z., R.N.W.), Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California, USA
| | - Evan Walker
- From the Hamilton Glaucoma Center (J.-H.W., S.M., E.W., T.N., L.M.Z., R.N.W.), Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California, USA
| | - Takashi Nishida
- From the Hamilton Glaucoma Center (J.-H.W., S.M., E.W., T.N., L.M.Z., R.N.W.), Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California, USA
| | - Jeffrey M Liebmann
- Bernard and Shirlee Brown Glaucoma Research Laboratory (J.M.L.), Department of Ophthalmology, Edward S. Harkness Eye Institute, Columbia University Medical Center, New York, New York, USA
| | - Massimo Fazio
- Department of Ophthalmology and Vision Sciences (M.F., C.A.G.), Heersink School of Medicine, University of Alabama-Birmingham, Birmingham, Alabama, USA
| | - Christopher A Girkin
- Department of Ophthalmology and Vision Sciences (M.F., C.A.G.), Heersink School of Medicine, University of Alabama-Birmingham, Birmingham, Alabama, USA
| | - Linda M Zangwill
- From the Hamilton Glaucoma Center (J.-H.W., S.M., E.W., T.N., L.M.Z., R.N.W.), Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California, USA
| | - Robert N Weinreb
- From the Hamilton Glaucoma Center (J.-H.W., S.M., E.W., T.N., L.M.Z., R.N.W.), Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California, USA.
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10
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Ali MH, Ray M, Jammalamadaka SR, Senthil S, Srinivas MB, Pyne S. Focused analysis of RNFL decay in glaucomatous eyes using circular statistics on high-resolution OCT data. PLoS One 2023; 18:e0292915. [PMID: 37851657 PMCID: PMC10584101 DOI: 10.1371/journal.pone.0292915] [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: 06/29/2023] [Accepted: 10/01/2023] [Indexed: 10/20/2023] Open
Abstract
We generated Optical Coherence Tomography (OCT) data of much higher resolution than usual on retinal nerve fiber layer (RNFL) thickness of a given eye. These consist of measurements made at hundreds of angular-points defined on a circular coordinate system. Traditional analysis of OCT RNFL data does not utilize insightful characteristics such as its circularity and granularity for common downstream applications. To address this, we present a new circular statistical framework that defines an Angular Decay function and thereby provides a directionally precise representation of an eye with attention to patterns of focused RNFL loss. By applying to a clinical cohort of Asian Indian eyes, the generated circular data were modeled with a finite mixture of von Mises distributions, which led to an unsupervised identification in different age-groups of recurrent clusters of glaucomatous eyes with distinct directional signatures of RNFL decay. New indices of global and local RNFL loss were computed for comparing the structural differences between these glaucoma clusters across the age-groups and improving classification. Further, we built a catalog of directionally precise statistical distributions of RNFL thickness for the said population of normal eyes as stratified by their age and optic disc size.
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Affiliation(s)
- Md. Hasnat Ali
- L. V. Prasad Eye Institute, Hyderabad, Telangana, India
- EEE Department, BITS Pilani Hyderabad Campus, Hyderabad, Telangana, India
- Indian Health Outcomes, Public Health and Economics Research (IHOPE) Center, Hyderabad, Telangana, India
| | - Meghana Ray
- Health Analytics Network, Pittsburgh, PA, United States of America
- HEED Lab, LLC, Rockville, MD, United States of America
| | - S. Rao Jammalamadaka
- Department of Statistics and Applied Probability, University of California, Santa Barbara, Santa Barbara, CA, United States of America
| | | | - M. B. Srinivas
- EEE Department, BITS Pilani Hyderabad Campus, Hyderabad, Telangana, India
- EEE Department, BITS Pilani Dubai Campus, Dubai, UAE
| | - Saumyadipta Pyne
- Health Analytics Network, Pittsburgh, PA, United States of America
- Department of Statistics and Applied Probability, University of California, Santa Barbara, Santa Barbara, CA, United States of America
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11
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Ezinne NE, Kwarteng MA, Ekemiri KK, Iroanachi VI, Tagoh S, Ogbonna G, Mashige KP. Clinical Profile of Primary Open-angle Glaucoma Patients at an Eye Center in Nigeria. J Curr Glaucoma Pract 2023; 17:113-117. [PMID: 37920378 PMCID: PMC10618605 DOI: 10.5005/jp-journals-10078-1413] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Accepted: 09/15/2023] [Indexed: 11/04/2023] Open
Abstract
Aim Globally, one of the leading causes of preventable blindness is primary open-angle glaucoma (POAG). The study assessed the clinical presentations of POAG patients attending an eye center in Abuja, Nigeria. Materials and methods Records of 188 eyes, collected from 94 patients diagnosed with POAG for a period of 1 year at the eye center, were reviewed. Clinical records, including age, gender, visual acuity (VA), central cornea thickness (CCT), intraocular pressure (IOP), cup-to-disk ratios, and retinal nerve fiber layer (RNFL) thickness of the participants, were extracted and analyzed. Results The majority of the participants were males (56.4%) and adults (57.4%), most of whom had normal VA (>70% in each eye). Our analysis revealed normal average estimates of RNFL thickness, IOP, and CCT among the participants. Females had thicker RNFL compared to males (p = 0.02). Although CCT decreased with age (r = -0.28, p = 0.005), there was no such link between IOP and CCT (r = 0.09, p = 0.38). Conclusion Central cornea thickness (CCT), RNFL thickness, and IOP in isolation should not be used as early indicators for POAG; rather, a combination of these and other indices is recommended. Early detection through active screening and treatment in the community for at-risk groups is highly advised. How to cite this article Ezinne NE, Kwarteng MA, Ekemiri KK, et al. Clinical Profile of Primary Open-angle Glaucoma Patients at an Eye Center in Nigeria. J Curr Glaucoma Pract 2023;17(3):113-117.
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Affiliation(s)
- Ngozika E Ezinne
- Optometry Unit, Department of Clinical Surgical Sciences, University of the West Indies, Saint Augustine Campus, Trinidad and Tobago
| | - Michael A Kwarteng
- Department of Optometry, Bindura University of Science Education, Zimbabwe
| | - Kingsley K Ekemiri
- Optometry Unit, Department of Clinical Surgical Sciences, University of the West Indies, Saint Augustine Campus, Trinidad and Tobago
| | | | - Selassie Tagoh
- Department of Optometry, Bindura University of Science Education, Zimbabwe; School of Optometry and Vision Science, University of Auckland, Aotearoa, New Zealand
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12
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El-Nimri NW, Moghimi S, Nishida T, Yarmohammadi A, Zangwill LM, Hou H, Proudfoot J, Walker E, Fazio MA, Girkin CA, Liebmann JM, Weinreb RN. Racial Differences in Detection of Glaucoma Using Retinal Nerve Fiber Layer Thickness and Bruch Membrane Opening Minimum Rim Width. Am J Ophthalmol 2023; 246:223-235. [PMID: 36662535 DOI: 10.1016/j.ajo.2022.10.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Revised: 10/13/2022] [Accepted: 10/15/2022] [Indexed: 02/01/2023]
Abstract
PURPOSE To compare the sensitivities and specificities of the retinal nerve fiber layer thickness (RNFLT) and Bruch membrane opening minimum rim width (BMO-MRW) reference database-based criteria for detection of glaucoma in individuals of European descent (ED) and individuals of African descent (AD). DESIGN Comparative diagnostic analysis by race METHODS: 382 eyes of 255 glaucoma patients (ED = 170, AD = 85) and 94 eyes of 50 healthy individuals (ED = 30, AD = 20) with global and sectoral RNFLT and BMO-MRW measured with Spectralis optical coherence tomography (OCT) were included. Six diagnostic criteria were evaluated: global measurement below the 5th or 1st percentile, ≥1 of the 6 sector measurements below the 5th or 1st percentile, and superotemporal (ST) and/or inferotemporal (IT) measurement below the 5th or 1st percentile. The sensitivities and specificities of these measurements for detection of glaucoma were compared using bootstrapping methods. RESULTS ST and/or IT RNFLT below the 5th percentile has the best performance for detection of glaucoma among RNFLT classifications with a sensitivity (95% CI) of 89.5% (86.1, 92.5) and specificity of 87.2% (77.8, 95.1). In AD individuals, sensitivities of ST and IT RNFLT and BMO-MRW measurements below the 5th percentile criteria were lower than in ED individuals (RNFLT: 83.7% vs 92.5%, and BMO-MRW: 72.1% vs 88.5%, respectively), as well as specificities (AD RNFLT: 73.7% and BMO-MRW: 89.5% vs ED RNFLT: 96.4% and BMO-MRW: 98.2%, respectively). CONCLUSIONS RNFLT and BMO-MRW had consistently lower diagnostic performance in AD individuals compared with ED individuals. BMO-MRW criteria might fail to detect as many as one-third of eyes with glaucoma, specifically in AD individuals. With the current reference database, RNFLT, and especially BMO-MRW, criteria are not adequate for diagnosing glaucoma in AD individuals.
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Affiliation(s)
- Nevin W El-Nimri
- From the Hamilton Glaucoma Center, Shiley Eye Institute, and the Viterbi Family Department of Ophthalmology, University of California San Diego, La Jolla, California (N.W.E.-N., S.M., T.N., A.Y., L.M.Z., H.H., J.P., E.W., R.N.W.)
| | - Sasan Moghimi
- From the Hamilton Glaucoma Center, Shiley Eye Institute, and the Viterbi Family Department of Ophthalmology, University of California San Diego, La Jolla, California (N.W.E.-N., S.M., T.N., A.Y., L.M.Z., H.H., J.P., E.W., R.N.W.).
| | - Takashi Nishida
- From the Hamilton Glaucoma Center, Shiley Eye Institute, and the Viterbi Family Department of Ophthalmology, University of California San Diego, La Jolla, California (N.W.E.-N., S.M., T.N., A.Y., L.M.Z., H.H., J.P., E.W., R.N.W.)
| | - Adeleh Yarmohammadi
- From the Hamilton Glaucoma Center, Shiley Eye Institute, and the Viterbi Family Department of Ophthalmology, University of California San Diego, La Jolla, California (N.W.E.-N., S.M., T.N., A.Y., L.M.Z., H.H., J.P., E.W., R.N.W.)
| | - Linda M Zangwill
- From the Hamilton Glaucoma Center, Shiley Eye Institute, and the Viterbi Family Department of Ophthalmology, University of California San Diego, La Jolla, California (N.W.E.-N., S.M., T.N., A.Y., L.M.Z., H.H., J.P., E.W., R.N.W.)
| | - Huiyuan Hou
- From the Hamilton Glaucoma Center, Shiley Eye Institute, and the Viterbi Family Department of Ophthalmology, University of California San Diego, La Jolla, California (N.W.E.-N., S.M., T.N., A.Y., L.M.Z., H.H., J.P., E.W., R.N.W.)
| | - James Proudfoot
- From the Hamilton Glaucoma Center, Shiley Eye Institute, and the Viterbi Family Department of Ophthalmology, University of California San Diego, La Jolla, California (N.W.E.-N., S.M., T.N., A.Y., L.M.Z., H.H., J.P., E.W., R.N.W.)
| | - Evan Walker
- From the Hamilton Glaucoma Center, Shiley Eye Institute, and the Viterbi Family Department of Ophthalmology, University of California San Diego, La Jolla, California (N.W.E.-N., S.M., T.N., A.Y., L.M.Z., H.H., J.P., E.W., R.N.W.)
| | - Massimo A Fazio
- Department of Ophthalmology and Visual Sciences, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama (M.A.F., C.A.G.) and
| | - Christopher A Girkin
- Department of Ophthalmology and Visual Sciences, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama (M.A.F., C.A.G.) and
| | - Jeffrey M Liebmann
- Bernard and Shirlee Brown Glaucoma Research Laboratory, Department of Ophthalmology, Edward S. Harkness Eye Institute, Columbia University Irving Medical Center, New York, New York (J.M.L.), USA
| | - Robert N Weinreb
- From the Hamilton Glaucoma Center, Shiley Eye Institute, and the Viterbi Family Department of Ophthalmology, University of California San Diego, La Jolla, California (N.W.E.-N., S.M., T.N., A.Y., L.M.Z., H.H., J.P., E.W., R.N.W.)
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13
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Mohammadi M, Su E, Chew L, Mohammadzadeh V, Caprioli J, Weiss RE, Nouri-Mahdavi K. Comparison of Ganglion Cell Layer and Inner Plexiform Layer Rates of Change in Suspected and Established Glaucoma. Am J Ophthalmol 2022; 249:12-20. [PMID: 36516918 PMCID: PMC10106372 DOI: 10.1016/j.ajo.2022.12.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Revised: 11/28/2022] [Accepted: 12/05/2022] [Indexed: 12/14/2022]
Abstract
PURPOSE We compared ganglion cell layer (GCL) and inner plexiform layer (IPL) rates of change (RoC) in patients with glaucoma suspect (GS) and established glaucoma (EG) to test the hypothesis that IPL thickness changes would occur earlier than GCL changes in eyes with early damage. DESIGN Prospective, cohort study. METHODS A total of 64 GS eyes (46 patients) and 112 EG eyes (112 patients) with ≥2 years of follow-up and ≥3 macular optical coherence tomography scans were included. GCL and IPL superpixel thickness measurements were exported. A Bayesian hierarchical model with random intercepts/slopes and random residual variances was fitted to estimate RoC in individual superpixels. Normalized RoC and proportions of superpixels with significantly negative and positive GCL and IPL RoC were compared within the groups. RESULTS The average (SD) follow-up time and number of scans were 3.5 (0.7) years and 4.2 (1.0), respectively, in the GS group and 3.6 (0.4) years and 7.3 (1.1) in the EG group. Mean (SD) normalized RoC was faster for GCL than IPL (-0.69 [0.05] vs -0.33 [0.04]) in the GS group, whereas it was faster for IPL (-0.47 [0.03] vs -0.28 [0.02]) in EG eyes. GCL RoC were significantly negative in 24 of 36 superpixels compared with 8 of 36 for IPL (P < .001) in GS eyes. In the EG group, 23 of 36 superpixels had significant negative IPL RoC compared with 13 of 36 superpixels for GCL (P = .006). CONCLUSIONS GCL thickness is more likely to demonstrate change over time compared with IPL in glaucoma suspects. There is no evidence of preferential IPL thinning in eyes with suspected early glaucoma damage.
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Affiliation(s)
- Massood Mohammadi
- From the Glaucoma Division, Stein Eye Institute, David Geffen School of Medicine (M.M., L.C., V.M., J.C., K.N-M.), University of California Los Angeles, Los Angeles, California, USA
| | - Erica Su
- Department of Biostatistics, Fielding School of Public Health (E.S., R.E.W.), University of California Los Angeles, Los Angeles, California, USA
| | - Leila Chew
- From the Glaucoma Division, Stein Eye Institute, David Geffen School of Medicine (M.M., L.C., V.M., J.C., K.N-M.), University of California Los Angeles, Los Angeles, California, USA
| | - Vahid Mohammadzadeh
- From the Glaucoma Division, Stein Eye Institute, David Geffen School of Medicine (M.M., L.C., V.M., J.C., K.N-M.), University of California Los Angeles, Los Angeles, California, USA
| | - Joseph Caprioli
- From the Glaucoma Division, Stein Eye Institute, David Geffen School of Medicine (M.M., L.C., V.M., J.C., K.N-M.), University of California Los Angeles, Los Angeles, California, USA
| | - Robert E Weiss
- Department of Biostatistics, Fielding School of Public Health (E.S., R.E.W.), University of California Los Angeles, Los Angeles, California, USA
| | - Kouros Nouri-Mahdavi
- From the Glaucoma Division, Stein Eye Institute, David Geffen School of Medicine (M.M., L.C., V.M., J.C., K.N-M.), University of California Los Angeles, Los Angeles, California, USA.
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14
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Elam AR, Tseng VL, Rodriguez TM, Mike EV, Warren AK, Coleman AL. Disparities in Vision Health and Eye Care. Ophthalmology 2022; 129:e89-e113. [PMID: 36058735 PMCID: PMC10109525 DOI: 10.1016/j.ophtha.2022.07.010] [Citation(s) in RCA: 76] [Impact Index Per Article: 25.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Revised: 07/11/2022] [Accepted: 07/14/2022] [Indexed: 10/14/2022] Open
Abstract
Significant disparities in vision health and eye care exist. To achieve health equity, we must understand the root causes and drivers of health disparities and inequities, including social determinants of health and systemic racism.
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Affiliation(s)
- Angela R Elam
- Department of Ophthalmology and Visual Sciences, W. K. Kellogg Eye Center, University of Michigan, Ann Arbor, Michigan; Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, Michigan; Center for Eye Policy and Innovation, University of Michigan, Ann Arbor, Michigan.
| | - Victoria L Tseng
- UCLA Stein and Doheny Eye Institutes, David Geffen School of Medicine, University of California, Los Angeles, California
| | | | - Elise V Mike
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Alexis K Warren
- Department of Ophthalmology and Visual Sciences, University of Illinois at Chicago, Chicago, Illinois
| | - Anne L Coleman
- UCLA Stein and Doheny Eye Institutes, David Geffen School of Medicine, University of California, Los Angeles, California; Department of Epidemiology, Fielding School of Public Health, University of California Los Angeles, Los Angeles, California
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15
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Comparison of retinal nerve fiber layer thickness and Bruch's membrane opening minimum rim width thinning rate in open-angle glaucoma. Sci Rep 2022; 12:16069. [PMID: 36167787 PMCID: PMC9515070 DOI: 10.1038/s41598-022-20423-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Accepted: 09/13/2022] [Indexed: 11/08/2022] Open
Abstract
This study aimed to compare the rate of thinning between retinal nerve fiber layer thickness (RNFLT) and Bruch's membrane opening minimum rim width (BMO-MRW) in open-angle glaucoma (OAG) according to glaucoma severity. We retrospectively reviewed subjects with a total of 111 eyes with OAG that had undergone optical coherence tomography more than four times during more than 3 years of follow-up. The subjects were divided into three groups based on the mean deviation (MD) of the baseline visual field test: high MD (MD > - 2 dB), medium MD (- 2 dB ≥ MD > - 6 dB), and low MD (- 6 dB ≥ MD > - 12 dB) groups. A linear mixed model was employed to compare the rate of thinning between RNFLT and BMO-MRW among the three groups. The rate of RNFLT thinning was fastest in the inferotemporal sector in all three groups. The rate of BMO-MRW thinning was fastest in the inferotemporal sector of the high MD group and the superotemporal sector of the other two groups. Among the three groups, the rate of RNFLT thinning was not significantly different in the global sector and all sectors except the nasal sector. The rate of BMO-MRW thinning in the inferotemporal sector showed no significant difference, but that in the superotemporal sector was faster in the medium MD and low MD groups than in the high MD group. The fastest rate of RNFLT thinning was consistently observed in the inferotemporal sector, but BMO-MRW showed a change in the fastest thinning sector from inferotemporal to superotemporal, with increasing severity in early to moderate OAG. The difference in the changes in the two parameters may help understand the pathogenesis of glaucoma and predict its progression.
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16
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Jammal AA, Medeiros FA. Corneal Hysteresis and Rates of Neuroretinal Rim Change in Glaucoma. Ophthalmol Glaucoma 2022; 5:483-489. [PMID: 35331968 PMCID: PMC10278201 DOI: 10.1016/j.ogla.2022.03.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Revised: 03/14/2022] [Accepted: 03/15/2022] [Indexed: 06/14/2023]
Abstract
PURPOSE To evaluate the impact of corneal hysteresis (CH) as a risk factor for progressive neuroretinal rim loss in glaucoma, as measured by spectral-domain OCT of the Bruch's membrane opening minimum rim width (MRW). DESIGN Prospective, observational cohort study. PARTICIPANTS The study group included 118 eyes of 70 subjects with glaucoma. The average follow-up time for the cohort was 3.9 ± 1.3 years, with an average of 6.4 ± 2.0 spectral-domain OCT tests, ranging from 4 to 12. METHODS Corneal hysteresis measurements were acquired at baseline using the Ocular Response Analyzer (Reichert Instruments). Linear mixed models were used to investigate the relationship between the rates of MRW loss and baseline CH. Multivariable analyses adjusted for other putative predictive factors for progression, including mean intraocular pressure (IOP), central corneal thickness (CCT), age, race, and baseline disease severity. MAIN OUTCOME MEASURES Effects of CH on the rate of MRW change over time. RESULTS Corneal hysteresis had a significant effect on rates of MRW progression over time. Each 1-mmHg lower CH was associated with -0.38 μm/year faster MRW loss (95% confidence interval [CI], -0.70 to -0.06; P = 0.019), after adjustment for other predictive factors. The mean IOP was also significantly associated with progression, with -0.35 μm/year (95% CI, -0.47 to -0.23 μm/year) faster MRW change for each 1-mmHg higher pressure (P < 0.001). In the analysis of predictive strength, the mean IOP was the strongest predictive factor (R2 = 23%), followed by CH (R2 = 14%) and baseline disease severity (R2 = 6%). Central corneal thickness explained only 3% of the variability in slopes of change in global MRW. CONCLUSIONS Lower CH measurements were associated with faster loss of the neuroretinal rim in glaucoma, as measured by MRW. The predictive ability of CH was superior to that of CCT. These findings suggest that CH is an important parameter to be considered in assessing the risk of glaucoma progression.
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Affiliation(s)
- Alessandro A Jammal
- Vision, Imaging and Performance Laboratory, Duke Eye Center and Department of Ophthalmology, Duke University, Durham, North Carolina
| | - Felipe A Medeiros
- Vision, Imaging and Performance Laboratory, Duke Eye Center and Department of Ophthalmology, Duke University, Durham, North Carolina; Department of Electrical and Computer Engineering, Pratt School of Engineering, Duke University, Durham, North Carolina.
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17
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Rezapour J, Proudfoot JA, Bowd C, Dohleman J, Christopher M, Belghith A, Vega SM, Dirkes K, Suh MH, Jonas JB, Hyman L, Fazio MA, Sella R, Afshari NA, Weinreb RN, Zangwill LM. Bruch Membrane Opening Detection Accuracy in Healthy Eyes and Eyes With Glaucoma With and Without Axial High Myopia in an American and Korean Cohort. Am J Ophthalmol 2022; 237:221-234. [PMID: 34902327 DOI: 10.1016/j.ajo.2021.11.030] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Revised: 11/10/2021] [Accepted: 11/29/2021] [Indexed: 11/18/2022]
Abstract
PURPOSE To determine the predictors of Bruch membrane opening (BMO) location accuracy and the visibility of the BMO location in glaucoma and healthy individuals with and without axial high myopia. DESIGN Cross-sectional study. METHODS Healthy eyes and eyes with glaucoma from an American study and a Korean clinic population were classified into 2 groups: those with no axial high myopia (axial length [AL] <26 mm) and those with axial high myopia (AL ≥26 mm). The accuracy of the automated BMO location on optic nerve head Spectralis optical coherence tomography radial scans was assessed by expert reviewers. RESULTS Four hundred thirty-eight non-highly myopic eyes (263 subjects) and 113 highly myopic eyes (81 subjects) were included. In healthy eyes with and without axial high myopia, 9.1% and 1.7% had indiscernible BMOs while 54.5% and 87.6% were accurately segmented, respectively. More than a third (36.4%) and 10.7% of eyes with indiscernible BMOs were manually correctable (respectively, P = .017). In eyes with glaucoma with and without high myopia, 15.0% and 3.2% had indiscernible BMOs, 55.0% and 38.2% were manually corrected, and 30.0% and 58.7% were accurately segmented without the need for manual correction (respectively, P = .005). Having axial high myopia, a larger AL, a larger BMO tilt angle, a lower BMO ovality index (more oval), and a glaucoma diagnosis were significant predictors of BMO location inaccuracy in multivariable logistic regression analysis. CONCLUSIONS As BMO location inaccuracy was 2.4 times more likely in eyes with high axial myopia regardless of diagnosis, optical coherence tomography images of high myopes should be reviewed carefully, and when possible, BMO location should be corrected before using optic nerve head scan results for the clinical management of glaucoma.
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Affiliation(s)
- Jasmin Rezapour
- From the Hamilton Glaucoma Center (J.R., J.A.P., C.B., J.D., M.C., A.B., S.M.V., K.D., R.S., N.A.A., R.N.W., L.M.Z.), Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California, USA; Department of Ophthalmology (J.R.), University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - James A Proudfoot
- From the Hamilton Glaucoma Center (J.R., J.A.P., C.B., J.D., M.C., A.B., S.M.V., K.D., R.S., N.A.A., R.N.W., L.M.Z.), Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California, USA
| | - Christopher Bowd
- From the Hamilton Glaucoma Center (J.R., J.A.P., C.B., J.D., M.C., A.B., S.M.V., K.D., R.S., N.A.A., R.N.W., L.M.Z.), Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California, USA
| | - Jade Dohleman
- From the Hamilton Glaucoma Center (J.R., J.A.P., C.B., J.D., M.C., A.B., S.M.V., K.D., R.S., N.A.A., R.N.W., L.M.Z.), Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California, USA
| | - Mark Christopher
- From the Hamilton Glaucoma Center (J.R., J.A.P., C.B., J.D., M.C., A.B., S.M.V., K.D., R.S., N.A.A., R.N.W., L.M.Z.), Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California, USA
| | - Akram Belghith
- From the Hamilton Glaucoma Center (J.R., J.A.P., C.B., J.D., M.C., A.B., S.M.V., K.D., R.S., N.A.A., R.N.W., L.M.Z.), Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California, USA
| | - Suzanne M Vega
- From the Hamilton Glaucoma Center (J.R., J.A.P., C.B., J.D., M.C., A.B., S.M.V., K.D., R.S., N.A.A., R.N.W., L.M.Z.), Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California, USA
| | - Keri Dirkes
- From the Hamilton Glaucoma Center (J.R., J.A.P., C.B., J.D., M.C., A.B., S.M.V., K.D., R.S., N.A.A., R.N.W., L.M.Z.), Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California, USA
| | - Min Hee Suh
- Department of Ophthalmology (M.H.S.), Haeundae Paik Hospital, Inje University College of Medicine, Busan, South Korea
| | - Jost B Jonas
- Department of Ophthalmology (J.B.J.), Medical Faculty Mannheim, Ruprecht-Karls-University Heidelberg, Heidelberg, Germany; Institute of Molecular and Clinical Ophthalmology Basel (J.B.J.), Basel, Switzerland; Institute of Clinical and Scientific Ophthalmology and Acupuncture Jonas & Panda (J.B.J.), Heidelberg, Germany
| | - Leslie Hyman
- Wills Eye Hospital (L.H.), Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Massimo A Fazio
- Department of Ophthalmology and Vision Science (M.A.F.), School of Medicine, The University of Alabama at Birmingham, Birmingham, Alabama, USA; Department of Biomedical Engineering (M.A.F.), School of Engineering, The University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Ruti Sella
- From the Hamilton Glaucoma Center (J.R., J.A.P., C.B., J.D., M.C., A.B., S.M.V., K.D., R.S., N.A.A., R.N.W., L.M.Z.), Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California, USA; Department of Ophthalmology (R.S.), Rabin Medical Center, Petah Tikva, Israel; Sackler Faculty of Medicine (R.S.), Tel Aviv University, Tel Aviv, Israel
| | - Natalie A Afshari
- From the Hamilton Glaucoma Center (J.R., J.A.P., C.B., J.D., M.C., A.B., S.M.V., K.D., R.S., N.A.A., R.N.W., L.M.Z.), Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California, USA
| | - Robert N Weinreb
- From the Hamilton Glaucoma Center (J.R., J.A.P., C.B., J.D., M.C., A.B., S.M.V., K.D., R.S., N.A.A., R.N.W., L.M.Z.), Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California, USA
| | - Linda M Zangwill
- From the Hamilton Glaucoma Center (J.R., J.A.P., C.B., J.D., M.C., A.B., S.M.V., K.D., R.S., N.A.A., R.N.W., L.M.Z.), Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California, USA.
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18
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Bechet L, Cabre P, Merle H. Bruch Membrane Opening Minimum Rim Width in Neuromyelitis Optica. J Neuroophthalmol 2022; 42:e48-e55. [PMID: 34224526 DOI: 10.1097/wno.0000000000001297] [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: 10/20/2022]
Abstract
BACKGROUND Optical coherence tomography (OCT) analyzes the neurodegeneration in neuromyelitis optica (NMO) and multiple sclerosis (MS) and quantifies optical atrophy. The retinal nerve fiber layer (RNFL) and ganglion cell layer (GCL) thickness are decreased, and this structural change is correlated with visual function of patients, including contrast vision and visual field deviation. The main objective of this study was to evaluate the Bruch membrane opening minimum rim width (BMO) of the patients with NMO. METHODS We studied the thickness of the BMO by OCT, in patients with NMO (n = 25; 34 eyes), MS (n = 50; 70 eyes), and a control group (n = 51; 100 eyes). The study evaluated the structure-function relationship with the correlation between OCT and visual function: Visual acuity, Pelli-Robson score, Sloan 2.5 and 1.25, color vision, standard automated perimetry (SAP), and frequency-doubling technology perimetry (FDT). RESULTS The average thickness of BMO was significantly reduced in NMO and MS with or without a history of optic neuritis (ON). Significant thinning of the average, nasal, and inferonasal BMO in the absence of ON in NMO was found compared with controls (P = 0.022, 0.006, and 0.026, respectively). BMO was strongly correlated with Pelli-Robson score (P < 0.001), Sloan 2.5 (P < 0.001), and mean deviation of SAP and FDT (P = 0.004). The sectorial study found a high correlation between the BMO and the corresponding sector of the visual field. CONCLUSIONS The BMO thickness is decreased after ON in NMO and MS. This study showed an improved ability of BMO over RNFL and GCL to detect infraclinical impairment in patients with NMO without a history of optic neuropathy. Like the RNFL and GCL, BMO is well correlated with visual function, including contrast vision and visual field deviation.
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Affiliation(s)
- Lorane Bechet
- Departments of Ophthalmology (LB, HM); and Neurology (PC), University Hospital of Martinique, Fort de France, France (French West Indies)
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19
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Margeta MA, Ratanawongphaibul K, Tsikata E, Zemplenyi M, Ondeck CL, Kim J, Coleman AL, Yu F, de Boer JF, Chen TC. Disc Hemorrhages Are Associated With Localized Three-Dimensional Neuroretinal Rim Thickness Progression in Open-Angle Glaucoma. Am J Ophthalmol 2022; 234:188-198. [PMID: 34214455 PMCID: PMC8714862 DOI: 10.1016/j.ajo.2021.06.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2021] [Revised: 06/11/2021] [Accepted: 06/19/2021] [Indexed: 11/29/2022]
Abstract
PURPOSE To evaluate the relationship between the occurrence of optic disc hemorrhages (DH) and glaucoma progression as determined by multiple glaucoma testing modalities. DESIGN Prospective cohort study. METHODS A longitudinal study was undertaken of 124 open-angle glaucoma patients who had yearly disc photography, visual fields (VFs), spectral-domain optical coherence tomography (SD-OCT), retinal nerve fiber layer (RNFL) thickness scans, and optic nerve volume scans (Spectralis), all performed on the same day over a 5-year period. The minimum distance band (MDB) thickness, a 3-dimensional (3D) neuroretinal rim parameter, was calculated from optic nerve volume scans. Patients were classified as glaucoma progressors or glaucoma nonprogressors using event-based analysis. RESULTS Of 124 open-angle glaucoma patients, 19 (15.3%) had 1 or more DHs on yearly disc photographs. Presence of a DH was associated with localized 3D neuroretinal rim thickness progression (superior MDB progression; odds ratio: 3.96; P = .04) but not with global or inferior MDB progression (P = .14 and .81, respectively), DP progression (P = .08), VF progression (P = .45), or RNFL global, inferior, or superior progression (P = .17, .26, and .76, respectively). In the majority of patients with MDB progression (14/17 or 82%), the progression was noted before or concurrently with the first instance of DH. CONCLUSIONS Glaucoma progression detected by high-density 3D SD-OCT neuroretinal rim measurements preceded DH occurrence in the majority of patients. These findings support the hypothesis that DHs are indicators of ongoing glaucoma progression rather than discrete events that cause subsequent progression.
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Affiliation(s)
- Milica A Margeta
- From the Department of Ophthalmology (M.A.M, K.R., E.T., C.L.O., TC.C.), Glaucoma Service, Massachusetts Eye and Ear, Boston, Massachusetts, USA; Harvard Medical School (M.A.M., K.R., E.T., C.L.O., J.K., T.C.C.), Boston, Massachusetts, USA
| | - Kitiya Ratanawongphaibul
- From the Department of Ophthalmology (M.A.M, K.R., E.T., C.L.O., TC.C.), Glaucoma Service, Massachusetts Eye and Ear, Boston, Massachusetts, USA; Harvard Medical School (M.A.M., K.R., E.T., C.L.O., J.K., T.C.C.), Boston, Massachusetts, USA; Glaucoma Research Unit (K.R.), Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok, Thailand
| | - Edem Tsikata
- From the Department of Ophthalmology (M.A.M, K.R., E.T., C.L.O., TC.C.), Glaucoma Service, Massachusetts Eye and Ear, Boston, Massachusetts, USA; Harvard Medical School (M.A.M., K.R., E.T., C.L.O., J.K., T.C.C.), Boston, Massachusetts, USA
| | - Michele Zemplenyi
- Department of Biostatistics (M.Z.), Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Courtney L Ondeck
- From the Department of Ophthalmology (M.A.M, K.R., E.T., C.L.O., TC.C.), Glaucoma Service, Massachusetts Eye and Ear, Boston, Massachusetts, USA; Harvard Medical School (M.A.M., K.R., E.T., C.L.O., J.K., T.C.C.), Boston, Massachusetts, USA; Department of Ophthalmology (C.L.O.), VA Boston Hospital, Boston, Massachusetts, USA
| | - Janice Kim
- From the Department of Ophthalmology (M.A.M, K.R., E.T., C.L.O., TC.C.), Glaucoma Service, Massachusetts Eye and Ear, Boston, Massachusetts, USA; Harvard Medical School (M.A.M., K.R., E.T., C.L.O., J.K., T.C.C.), Boston, Massachusetts, USA
| | - Anne L Coleman
- Department of Ophthalmology (A.L.C., F.Y.), Stein Eye Institute, University of California Los Angeles, Los Angeles, California, USA
| | - Fei Yu
- Department of Ophthalmology (A.L.C., F.Y.), Stein Eye Institute, University of California Los Angeles, Los Angeles, California, USA; Department of Biostatistics (F.Y.), University of California Los Angeles Fielding School of Public Health, Los Angeles, California, USA
| | - Johannes F de Boer
- LaserLaB Amsterdam (J.F.d.B.), Department of Physics and Astronomy, Vrijie Universiteit, Amsterdam, The Netherlands; Department of Ophthalmology, Vrijie Universiteit Medical Center, Amsterdam, The Netherlands
| | - Teresa C Chen
- From the Department of Ophthalmology (M.A.M, K.R., E.T., C.L.O., TC.C.), Glaucoma Service, Massachusetts Eye and Ear, Boston, Massachusetts, USA; Harvard Medical School (M.A.M., K.R., E.T., C.L.O., J.K., T.C.C.), Boston, Massachusetts, USA.
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20
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Acera A, Gómez-Esteban JC, Murueta-Goyena A, Galdos M, Azkargorta M, Elortza F, Ruzafa N, Ibarrondo O, Pereiro X, Vecino E. Potential Tear Biomarkers for the Diagnosis of Parkinson’s Disease—A Pilot Study. Proteomes 2022; 10:proteomes10010004. [PMID: 35076620 PMCID: PMC8788479 DOI: 10.3390/proteomes10010004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Revised: 01/09/2022] [Accepted: 01/10/2022] [Indexed: 11/17/2022] Open
Abstract
Parkinson’s disease (PD) is the second most common neurodegenerative disease after Alzheimer’s disease. In this study, the tear proteome profile of patients with idiopathic PD (iPD, n = 24), carriers of the E46K-SNCA mutation (n = 3) and healthy control (CT, n = 27) subjects was analyzed to identify candidate biomarkers for the diagnosis of PD. An observational, prospective and case-control pilot study was carried out, analyzing the participants tear samples by nano-liquid chromatography–mass spectrometry (nLC–MS/MS) and assessing their neurological impairment. The proteomic data obtained are available at ProteomeXchange with identifier 10.6019/PXD028811. These analyses led to the identification of 560 tear proteins, some of which were deregulated in PD patients and that have been implicated in immune responses, inflammation, apoptosis, collagen degradation, protein synthesis, defense, lipid transport and altered lysosomal function. Of these proteins, six were related to neurodegenerative processes and showed a good capacity to classify patients and controls. These findings revealed that certain proteins were upregulated in the tears of PD patients, mainly proteins involved in lysosomal function. Thus, in this study, tear proteins were identified that are implicated in neurodegeneration and that may be related to an aggressive disease phenotype in PD patients.
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Affiliation(s)
- Arantxa Acera
- Experimental Ophthalmo-Biology Group, Department of Cell Biology and Histology, University of the Basque Country UPV/EHU, 48940 Leioa, Spain; (A.A.); (N.R.); (X.P.)
- Department of Neuroscience, Biodonostia Health Research Institute, 20014 Donostia-San Sebastian, Spain
| | - Juan Carlos Gómez-Esteban
- Department of Neurology, Cruces University Hospital, 48903 Barakaldo, Spain;
- Neurodegenerative Diseases Group, BioCruces Health Research Institute, 48903 Barakaldo, Spain;
- Department of Neurosciences, Faculty of Medicine and Nursery, University of the Basque Country UPV/EHU, 48940 Leioa, Spain
| | - Ane Murueta-Goyena
- Neurodegenerative Diseases Group, BioCruces Health Research Institute, 48903 Barakaldo, Spain;
- Department of Neurosciences, Faculty of Medicine and Nursery, University of the Basque Country UPV/EHU, 48940 Leioa, Spain
| | - Marta Galdos
- Begiker-Ophthalmology Research Group, BioCruces Health Research Institute, 48903 Barakaldo, Spain;
| | - Mikel Azkargorta
- Department of Proteomics, Center for Cooperative Research in Biosciences, 48160 Derio, Spain; (M.A.); (F.E.)
| | - Felix Elortza
- Department of Proteomics, Center for Cooperative Research in Biosciences, 48160 Derio, Spain; (M.A.); (F.E.)
| | - Noelia Ruzafa
- Experimental Ophthalmo-Biology Group, Department of Cell Biology and Histology, University of the Basque Country UPV/EHU, 48940 Leioa, Spain; (A.A.); (N.R.); (X.P.)
- Begiker-Ophthalmology Research Group, BioCruces Health Research Institute, 48903 Barakaldo, Spain;
| | | | - Xandra Pereiro
- Experimental Ophthalmo-Biology Group, Department of Cell Biology and Histology, University of the Basque Country UPV/EHU, 48940 Leioa, Spain; (A.A.); (N.R.); (X.P.)
- Begiker-Ophthalmology Research Group, BioCruces Health Research Institute, 48903 Barakaldo, Spain;
| | - Elena Vecino
- Experimental Ophthalmo-Biology Group, Department of Cell Biology and Histology, University of the Basque Country UPV/EHU, 48940 Leioa, Spain; (A.A.); (N.R.); (X.P.)
- Begiker-Ophthalmology Research Group, BioCruces Health Research Institute, 48903 Barakaldo, Spain;
- Correspondence: ; Tel.: +34-94-601-2820
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Circular functional analysis of OCT data for precise identification of structural phenotypes in the eye. Sci Rep 2021; 11:23336. [PMID: 34857787 PMCID: PMC8639843 DOI: 10.1038/s41598-021-02025-4] [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: 03/31/2021] [Accepted: 10/18/2021] [Indexed: 11/09/2022] Open
Abstract
Progressive optic neuropathies such as glaucoma are major causes of blindness globally. Multiple sources of subjectivity and analytical challenges are often encountered by clinicians in the process of early diagnosis and clinical management of these diseases. In glaucoma, the structural damage is often characterized by neuroretinal rim (NRR) thinning of the optic nerve head, and other clinical parameters. Baseline structural heterogeneity in the eyes can play a key role in the progression of optic neuropathies, and present challenges to clinical decision-making. We generated a dataset of Optical Coherence Tomography (OCT) based high-resolution circular measurements on NRR phenotypes, along with other clinical covariates, of 3973 healthy eyes as part of an established clinical cohort of Asian Indian participants. We introduced CIFU, a new computational pipeline for CIrcular FUnctional data modeling and analysis. We demonstrated CIFU by unsupervised circular functional clustering of the OCT NRR data, followed by meta-clustering to characterize the clusters using clinical covariates, and presented a circular visualization of the results. Upon stratification by age, we identified a healthy NRR phenotype cluster in the age group 40-49 years with predictive potential for glaucoma. Our dataset also addresses the disparity of representation of this particular population in normative OCT databases.
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Ratanawongphaibul K, Tsikata E, Zemplenyi M, Lee H, Margeta MA, Ondeck CL, Kim J, Pan BX, Petrakos P, Coleman AL, Yu F, de Boer JF, Chen TC. Earlier Detection of Glaucoma Progression Using High-Density 3-Dimensional Spectral-Domain OCT Optic Nerve Volume Scans. Ophthalmol Glaucoma 2021; 4:604-616. [PMID: 33774215 PMCID: PMC8463625 DOI: 10.1016/j.ogla.2021.03.010] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Revised: 03/09/2021] [Accepted: 03/11/2021] [Indexed: 01/17/2023]
Abstract
PURPOSE To compare onset times of glaucoma progression among different glaucoma tests: disc photography (DP), visual field (VF) testing, 2-dimensional (2D) retinal nerve fiber layer (RNFL) thickness, and 3-dimensional (3D) spectral-domain (SD) OCT neuroretinal rim measurements. DESIGN Prospective, longitudinal cohort study. PARTICIPANTS One hundred twenty-four eyes of 124 patients with open-angle glaucoma. METHODS Over a 5-year period, 124 patients with open-angle glaucoma underwent yearly DP, VF testing, SD OCT RNFL thickness scans, and optic nerve volume scans (Spectralis; Heidelberg Engineering), all performed on the same day. From high-density optic nerve volume scans, custom-built software calculated the minimum distance band (MDB) thickness, a 3D neuroretinal rim parameter. Patients were classified as glaucoma progressors or nonglaucoma progressors using event-based analysis. Progression by DP and VF testing occurred when 3 masked glaucoma specialists unanimously concurred. Progression by RNFL and MDB thickness occurred if change of more than test-retest variability was observed. Kaplan-Meier curves were constructed to analyze time-to-progression data. Kappa Coefficients were used to measure agreement of progressing eyes among methods. MAIN OUTCOME MEASURES Time to glaucoma progression among all 4 methods. RESULTS Global MDB thickness detected glaucoma progression in the highest percentage of eyes (52.4%) compared with DP (16.1%; P < 0.001) and global RNFL thickness (15.3%; P < 0.001). Global MDB thickness detected glaucoma progression earlier than either DP (23 months vs. 44 months; P < 0.001) or global RNFL thickness (23 months vs. 33 months; P < 0.001). Among MDB progressing eyes, 46.2% were confirmed simultaneously or later by other conventional methods. Agreement of glaucoma-progressing eyes for all 4 methods in paired fashion were slight to fair (κ = 0.095-0.300). CONCLUSIONS High-density 3D SD OCT neuroretinal rim measurements detected glaucoma progression approximately 1 to 2 years earlier compared with current clinically available structural tests (i.e., DP and 2D RNFL thickness measurements).
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Affiliation(s)
- Kitiya Ratanawongphaibul
- Department of Ophthalmology, Glaucoma Service, Massachusetts Eye and Ear, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts; Glaucoma Research Unit, Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok, Thailand
| | - Edem Tsikata
- Department of Ophthalmology, Glaucoma Service, Massachusetts Eye and Ear, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Michele Zemplenyi
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Hang Lee
- Harvard Medical School, Boston, Massachusetts; Massachusetts General Hospital, Biostatistics Center, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts
| | - Milica A Margeta
- Department of Ophthalmology, Glaucoma Service, Massachusetts Eye and Ear, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Courtney L Ondeck
- Department of Ophthalmology, Glaucoma Service, Massachusetts Eye and Ear, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts; Department of Ophthalmology, VA Boston Hospital, Boston, Massachusetts
| | - Janice Kim
- Harvard Medical School, Boston, Massachusetts
| | - Billy X Pan
- Department of Ophthalmology, Glaucoma Service, Massachusetts Eye and Ear, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts; Beverly Hills Institute of Ophthalmology, Beverly Hills, California
| | - Paul Petrakos
- Department of Ophthalmology, Glaucoma Service, Massachusetts Eye and Ear, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts; Department of Ophthalmology, New York Presbyterian/Weill Cornell Medicine, New York, New York
| | - Anne L Coleman
- Department of Ophthalmology, Stein Eye Institute, University of California, Los Angeles, California
| | - Fei Yu
- Department of Ophthalmology, Stein Eye Institute, University of California, Los Angeles, California; Department of Biostatistics, UCLA Fielding School of Public Health, Los Angeles, California
| | - Johannes F de Boer
- LaserLaB Amsterdam, Department of Physics and Astronomy, Vrijie Universiteit, and Department of Ophthalmology, Vrijie Universiteit Medical Center, Amsterdam, The Netherlands
| | - Teresa C Chen
- Department of Ophthalmology, Glaucoma Service, Massachusetts Eye and Ear, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts.
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23
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Jammal AA, Berchuck SI, Thompson AC, Costa VP, Medeiros FA. The Effect of Age on Increasing Susceptibility to Retinal Nerve Fiber Layer Loss in Glaucoma. Invest Ophthalmol Vis Sci 2021; 61:8. [PMID: 33151281 PMCID: PMC7645210 DOI: 10.1167/iovs.61.13.8] [Citation(s) in RCA: 45] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
Purpose To determine whether aging modifies the effect of intraocular pressure (IOP) on progressive glaucomatous retinal nerve fiber layer (RNFL) thinning over time. Methods This was a retrospective cohort study involving patients with glaucoma or suspected of having glaucoma who were followed over time from the Duke Glaucoma Registry. Rates of RNFL loss from spectral-domain optical coherence tomography (SD-OCT) were used to assess disease progression. Generalized estimating equations with robust sandwich variance estimators were used to investigate the effects of the interaction of age at baseline and mean IOP on rates of RNFL loss over time. Models were adjusted for gender, race, diagnosis, central corneal thickness, follow-up time, and baseline disease severity. Results The study included 85,475 IOP measurements and 60,026 SD-OCT tests of 14,739 eyes of 7814 patients. Eyes had a mean follow-up time of 3.5 ± 1.9 years. The average rate of change in RNFL thickness was –0.70 µm/year (95% confidence interval, –0.72 to –0.67). There was a significant interaction between age and mean IOP and the rate of RNFL loss (P = 0.001), with older eyes having significantly faster rates of RNFL loss than younger ones for the same level of IOP. The effect of IOP on rates of change was greater in the inferior and superior regions of the optic disc. Conclusions Age is a significant modifier of the relationship between IOP and glaucomatous loss in RNFL thickness over time. Older patients may be more susceptible to glaucomatous progression than younger patients at the same level of IOP.
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Affiliation(s)
- Alessandro A Jammal
- Vision, Imaging and Performance Laboratory, Duke Eye Center, and Department of Ophthalmology, Duke University, Durham, North Carolina, United States.,Department of Ophthalmology, Universidade Estadual de Campinas, Campinas, Brazil
| | - Samuel I Berchuck
- Vision, Imaging and Performance Laboratory, Duke Eye Center, and Department of Ophthalmology, Duke University, Durham, North Carolina, United States.,Department of Statistical Science and Forge, Duke University, Durham, North Carolina, United States
| | - Atalie C Thompson
- Vision, Imaging and Performance Laboratory, Duke Eye Center, and Department of Ophthalmology, Duke University, Durham, North Carolina, United States
| | - Vital P Costa
- Department of Ophthalmology, Universidade Estadual de Campinas, Campinas, Brazil
| | - Felipe A Medeiros
- Vision, Imaging and Performance Laboratory, Duke Eye Center, and Department of Ophthalmology, Duke University, Durham, North Carolina, United States.,Department of Electrical and Computer Engineering, Pratt School of Engineering, Duke University, Durham, North Carolina, United States
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24
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Cho HK, Kee C. Comparison of Rate of Change between Bruch's Membrane Opening Minimum Rim Width and Retinal Nerve Fiber Layer in Eyes Showing Optic Disc Hemorrhage. Am J Ophthalmol 2020; 217:27-37. [PMID: 32283093 DOI: 10.1016/j.ajo.2020.03.051] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2020] [Revised: 03/27/2020] [Accepted: 03/31/2020] [Indexed: 11/30/2022]
Abstract
PURPOSE To investigate and compare the longitudinal rate of change of Bruch's membrane opening minimum rim width (BMO-MRW) and peripapillary retinal nerve fiber layer (RNFL) thickness in eyes showing optic disc hemorrhage(DH). DESIGN Observational case series. METHODS A total of 82 subjects(82 eyes) showing DH who had undergone more than five reliable spectral-domain optical coherence tomography (OCT) tests were included. BMO-MRW and RNFL were measured with OCT at 3-month intervals. The rates of change in global and each Garway-Heath sector were calculated with a linear mixed-effects model after adjusting for age, sex, and BMO area. RESULTS The mean follow-up period was 21.57 ± 7.88 months with a mean number of 7.88 ± 2.39 OCT tests. Baseline demographics were age (58.37 ± 10.65 y); 46.3% were female; and the mean deviation was -4.41 ± 5.04 dB. The global rate of change in BMO-MRW was -3.507 ± 0.675 μm/y and in -1.404 ± 0.208 μm/y in RNFL. The rate of change was the greatest in the inferotemporal sector, which was -9.141 ± 1.254 μm/y in BMO-MRW and -4.204 ± 0.490 μm/y in the RNFL. The rate of change was significantly greater in BMO-MRW than in the RNFL in all sectors, except for the nasal sector (P < .05). Percentage of reduction was significantly greater in BMO-MRW than in RNFL in the inferotemporal and superotemporal sectors (P < .05). CONCLUSIONS BMO-MRW showed a significantly greater rate of change than RNFL in eyes showing DH, especially in the inferotemporal and superotemporal sectors in percentage of reduction. Thus, it may be more advantageous to detect glaucomatous progression earlier in BMO-MRW than in the RNFL in eyes showing DH that are more likely to progress.
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Affiliation(s)
- Hyun-Kyung Cho
- Department of Ophthalmology, Gyeongsang National University Changwon Hospital, Gyeongsang National University, School of Medicine, Changwon, Gyeongsangnam-do, Republic of Korea; Institute of Health Sciences, School of Medicine, Gyeongsang National University, Jinju, Republic of Korea.
| | - Changwon Kee
- Department of Ophthalmology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
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Moghimi S, Zangwill LM, Hou H, Wong B, Proudfoot J, Penteado RC, Ekici E, Bowd C, Weinreb RN. Comparison of Peripapillary Capillary Density in Glaucoma Patients of African and European Descent. Ophthalmol Glaucoma 2020; 4:51-62. [PMID: 32693049 DOI: 10.1016/j.ogla.2020.07.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2019] [Revised: 07/09/2020] [Accepted: 07/13/2020] [Indexed: 10/23/2022]
Abstract
PURPOSE To evaluate racial differences in optic nerve head peripapillary capillary density measured by OCT angiography (OCTA) in patients with open-angle glaucoma. DESIGN Observational, cross-sectional study. PARTICIPANTS Two hundred eighty-four eyes of 195 glaucoma patients and 108 eyes of 58 healthy participants from the Diagnostic Innovations in Glaucoma Study. METHODS Global and sectoral circumpapillary capillary density (cpCD) loss in participants of European descent (ED) and African descent (AD) were compared. Areas under the receiver operating characteristic curve (AUROCs) were used to evaluate diagnostic accuracy of cpCD and global circumpapillary retinal nerve fiber layer (cpRNFL) thickness in the 2 groups after adjusting for confounders. MAIN OUTCOME MEASURES Peripapillary capillary density and cpRNFL thickness measurements and their estimated loss. RESULTS Participants of AD and ED with glaucoma were of similar age and glaucoma severity. After adjusting for age, disc area, and other confounders, significantly lower cpCD was found in ED eyes compared with AD eyes in mild glaucoma (mean, 42.2% [95% confidence interval (CI), 41.2%-43.2%] and 46.5% [95% CI, 44.8%-48.1%], respectively; adjusted difference, 4.4 [95% CI, 2.6-6.2]; P < 0.001) and moderate to advanced glaucoma (mean, 34.7% and 38.5%, respectively; adjusted difference, 4.8 [95% CI, 1.6-8.1]; P = 0.005). Although capillary density loss was greater in all sectors in ED compared with AD participants, a similar sectoral pattern of density loss was observed in both racial groups. Lower mean deviation and older age were associated with lower cpCD in both races in multivariate models. The adjusted AUROC for discriminating between healthy and glaucomatous eyes for cpCD was higher for ED (0.95) compared with AD (0.68) patients (P < 0.001). Sensitivity at 95% specificity in AD participants was lower than in ED participants for cpCD (0.32 [95% CI, 0.11-0.64] vs. 0.83 [95% CI, 0.69-0.93], respectively; P < 0.001). CONCLUSIONS Although peripapillary capillary density parameters showed good diagnostic accuracy for detecting glaucoma in ED patients, their diagnostic accuracy was only modest in AD patients. Diagnostic performance of cpCD is race dependent, and clinicians should be aware that it has poorer performance in AD patients.
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Affiliation(s)
- Sasan Moghimi
- Hamilton Glaucoma Center, Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California
| | - Linda M Zangwill
- Hamilton Glaucoma Center, Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California
| | - Huiyuan Hou
- Hamilton Glaucoma Center, Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California
| | - Brandon Wong
- Hamilton Glaucoma Center, Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California; USC Roski Eye Institute, Department of Ophthalmology, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - James Proudfoot
- Hamilton Glaucoma Center, Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California
| | - Rafaella C Penteado
- Hamilton Glaucoma Center, Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California; Department of Ophthalmology, University of São Paulo, São Paulo, Brazil
| | - Eren Ekici
- Hamilton Glaucoma Center, Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California; Department of Ophthalmology, Ankara Ulucanlar Eye Training and Research Hospital, Ankara, Turkey
| | - Christopher Bowd
- Hamilton Glaucoma Center, Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California
| | - Robert N Weinreb
- Hamilton Glaucoma Center, Shiley Eye Institute, Viterbi Family Department of Ophthalmology, University of California, San Diego, La Jolla, California.
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Cho HK, Kee C. Rate of Change in Bruch's Membrane Opening-Minimum Rim Width and Peripapillary RNFL in Early Normal Tension Glaucoma. J Clin Med 2020; 9:jcm9082321. [PMID: 32707745 PMCID: PMC7465929 DOI: 10.3390/jcm9082321] [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] [Received: 05/29/2020] [Revised: 06/30/2020] [Accepted: 07/14/2020] [Indexed: 11/16/2022] Open
Abstract
Background: to investigate the rate of change (ROC) of Bruch’s membrane opening minimum rim width (BMO-MRW) and peripapillary retinal nerve fiber layer (RNFL) thickness in early normal tension glaucoma (NTG) patients. Methods: in this longitudinal cohort study, 115 subjects (115 eyes) diagnosed as early NTG (mean deviation > −6.0 dB) and who had completed more than five times of spectral-domain optical coherence tomography (OCT) tests with acceptable quality were included. Measurement of BMO-MRW and RNFL were performed at 3-month intervals by OCT. Linear mixed-effects model was employed to calculate the ROC in global region and six Garway-Heath sectors with adjusting age, sex, and BMO area. Results: Average follow-up was 20.99 ± 6.99 months with OCT number of 7.54 ± 2.12. Baseline intraocular pressure was 14.72 ± 2.70 mmHg and MD was −2.73 ± 2.26 dB. ROC of global BMO-MRW was −2.06 ± 0.65 µm/yr and RNFL was −0.96 ± 0.16 µm/yr (p = 0.098). The most rapid ROC was in inferotemporal sector (BMO-MRW: −3.02 ± 0.88 µm/yr, RNFL: −1.96 ± 0.36 µm/yr) followed by superotemporal sector. Conclusion: The ROC of BMO-MRW, the new parameter along with that of RNFL should be considered in the management of early NTG. BMO-MRW may show visible reduction ROC better than RNFL to detect early progression in early NTG when visual field may not show significant change.
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Affiliation(s)
- Hyun-kyung Cho
- Department of Ophthalmology, Gyeongsang National University Changwon Hospital, Gyeongsang National University School of Medicine, Changwon 51472, Korea
- lnstitute of Health Sciences, School of Medicine, Gyeongsang National University, Jinju 52727, Korea
- Correspondence: or ; Tel.: +82-55-214-2410; Fax: +82-55-214-3257
| | - Changwon Kee
- Department of Ophthalmology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Korea;
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Analysis of Neuroretinal Rim by Age, Race, and Sex Using High-Density 3-Dimensional Spectral-Domain Optical Coherence Tomography. J Glaucoma 2020; 28:979-988. [PMID: 31599775 PMCID: PMC6832867 DOI: 10.1097/ijg.0000000000001381] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Précis: Neuroretinal rim minimum distance band (MDB) thickness is significantly lower in older subjects and African Americans compared with whites. It is similar in both sexes. Purpose: To evaluate the relationship between age, race, and sex with the neuroretinal rim using high-density spectral-domain optical coherence tomography optic nerve volume scans of normal eyes. Methods: A total of 256 normal subjects underwent Spectralis spectral-domain optical coherence tomography optic nerve head volume scans. One eye was randomly selected and analyzed for each subject. Using custom-designed software, the neuroretinal rim MDB thickness was calculated from volume scans, and global and quadrant neuroretinal rim thickness values were determined. The MDB is a 3-dimensional neuroretinal rim band comprised of the shortest distance between the internal limiting membrane and the termination of the retinal pigment epithelium/Bruch’s membrane complex. Multiple linear regression analysis was performed to determine the associations of age, race, and sex with neuroretinal rim MDB measurements. Results: The population was 57% female and 69% white with a mean age of 58.4±15.3 years. The mean MDB thickness in the normal population was 278.4±47.5 µm. For this normal population, MDB thickness decreased by 0.84 µm annually (P<0.001). African Americans had thinner MDBs compared with whites (P=0.003). Males and females had similar MDB thickness values (P=0.349). Conclusion: Neuroretinal rim MDB thickness measurements decreased significantly with age. African Americans had thinner MDB neuroretinal rims than whites.
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Ismail S, Ally N, Alli HD. Retinal nerve fibre layer thickness in a normal black South African population. Eye (Lond) 2019; 34:1426-1431. [PMID: 31723248 DOI: 10.1038/s41433-019-0677-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2019] [Accepted: 10/24/2019] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND The measurement of retinal nerve fibre layer (RNFL) thickness on spectral domain OCT (SD-OCT) are compared with built-in age- and gender-matched European normative databases and this difference is used to assist with glaucoma diagnosis. However, there are differences in RNFL thickness between population groups. Therefore, using the built in European normative database as a comparison across all population groups could lead to erroneous results, due to the basic assumption that the normative values for non-European populations are the same as their European counterparts. METHODS Cross-sectional study of RNFL thickness in normal black South African patients. RESULTS One hundred and thirty-two eyes of 132 patients were enroled in this study. The mean (SD) age of patients in this study was 41.3 (12.5) years. Males comprised 40.9% (n = 54; p = 0.0367). All RNFL sectors except the temporal sector were significantly thicker than the reference database. The RNFL sectors measured as follows: global (108.7 µm, p < 0.001), superotemporal (152.4 µm, p < 0.001), superonasal (132.6 µm, p < 0.001), inferotemporal (150.1 µm, p < 0.001), inferonasal (129.2 µm, p < 0.001), nasal (77.7 µm, p < 0.001), temporal 74.8 µm, p = 0.9534). CONCLUSION The RNFL thickness of normal black South Africans is significantly thicker than that of the European database on the Spectralis SD-OCT. This needs to be taken into account when performing RNFL thickness measurements on black patients.
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Affiliation(s)
- Sarah Ismail
- Department of Neurosciences, Division of Ophthalmology, University of the Witwatersrand, Johannesburg, South Africa
| | - Naseer Ally
- Department of Neurosciences, Division of Ophthalmology, University of the Witwatersrand, Johannesburg, South Africa.
| | - Hassan Dawood Alli
- Department of Neurosciences, Division of Ophthalmology, University of the Witwatersrand, Johannesburg, South Africa
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Kriegel MF, Heiligenhaus A, Heinz C. Influence of uveitis on Bruch's membrane opening minimum rim width and retinal nerve fibre layer thickness measurements. Br J Ophthalmol 2018; 103:1413-1417. [PMID: 30563912 DOI: 10.1136/bjophthalmol-2018-313016] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2018] [Revised: 11/13/2018] [Accepted: 11/26/2018] [Indexed: 11/03/2022]
Abstract
BACKGROUND/AIMS To assess the impact of papillary leakage and active inflammation on optical coherence tomography (OCT)-based retinal nerve fibre layer thickness (RNFLT) and Bruch's membrane opening minimum rim width (BMO-MRW) measurements in uveitic eyes with and without secondary glaucoma. METHODS Prospective, single-centre analysis of patients with uveitis. All patients included received a fluorescein angiography examination and an OCT scan measuring the BMO-MRW and the RNFLT in three concentric peripapillary ring scans. RESULTS Overall, 95 eyes of 56 patients were enrolled. Papillary leakage and active inflammation were present in 39 (41%) and 57 (60%) eyes, respectively. Twenty-one eyes were classified as glaucomatous; 10 of those glaucomatous eyes showed papillary leakage. Both BMO-MRW and RNFLT measurements were significantly increased in eyes with papillary leakage (BMO-MRW: p=0.0001; RNFLT: first to third ring (p<0.0001)). Active inflammation led to a significantly thickened RNFLT (first ring: p=0.0026; second ring: p=0.0009; third ring: p=0.0002) while only a trend towards increased values could be observed in the BMO-MRW measurements (p=0.3063). Glaucomatous eyes with papillary leakage demonstrated significantly higher values on both BMO-MRW and RNFLT measurements than glaucomatous eyes without leakage (BMO-MRW: p=0.0159; RNFLT: first ring: p=0.0062; second ring: p=0.0037; third ring: p=0.0197). No significant difference could be observed between glaucomatous eyes with leakage and non-glaucomatous eyes without leakage (BMO-MRW: p=0.4132; RNFLT: first ring: p=0.5412; second ring: p=0.3208; third ring: p=0.1164). CONCLUSIONS The OCT scanning parameters BMO-MRW and RNFLT were significantly influenced by papillary leakage in uveitic eyes with and without glaucoma. RNFLT values were also significantly increased while active inflammation was present. In patients with uveitis, these OCT-based imaging tools should be interpreted with caution, especially in those with papillary leakage or active inflammation.
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Affiliation(s)
- Matthias F Kriegel
- Department of Ophthalmology, St Franziskus-Hospital Muenster, Muenster, Germany
| | - Arnd Heiligenhaus
- Department of Ophthalmology, St Franziskus-Hospital Muenster, Muenster, Germany.,Department of Ophthalmology, University of Duisburg- Essen, Duisburg, Germany
| | - Carsten Heinz
- Department of Ophthalmology, St Franziskus-Hospital Muenster, Muenster, Germany.,Department of Ophthalmology, University of Duisburg- Essen, Duisburg, Germany
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