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1.
Invest Ophthalmol Vis Sci ; 65(2): 36, 2024 Feb 01.
Article in English | MEDLINE | ID: mdl-38407858

ABSTRACT

Purpose: To determine if structurally intact, retrolaminar optic nerve (RON) axons are demyelinated in nonhuman primate (NHP) experimental glaucoma (EG). Methods: Unilateral EG NHPs (n = 3) were perfusion fixed, EG and control eyes were enucleated, and foveal Bruch's membrane opening (FoBMO) 30° sectoral axon counts were estimated. Optic nerve heads were trephined; serial vibratome sections (VSs) were imaged and colocalized to a fundus photograph establishing their FoBMO location. The peripheral neural canal region within n = 5 EG versus control eye VS comparisons was targeted for scanning block-face electron microscopic reconstruction (SBEMR) using micro-computed tomographic reconstructions (µCTRs) of each VS. Posterior laminar beams within each µCTR were segmented, allowing a best-fit posterior laminar surface (PLS) to be colocalized into its respective SBEMR. Within each SBEMR, up to 300 axons were randomly traced until they ended (nonintact) or left the block (intact). For each intact axon, myelin onset was identified and myelin onset distance (MOD) was measured relative to the PLS. For each EG versus control SBEMR comparison, survival analyses compared EG and control MOD. Results: MOD calculations were successful in three EG and five control eye SBEMRs. Within each SBEMR comparison, EG versus control eye axon loss was -32.9%, -8.3%, and -15.2% (respectively), and MOD was increased in the EG versus control SBEMR (P < 0.0001 for each EG versus control SBEMR comparison). When data from all three EG eye SBEMRs were compared to all five control eye SBEMRs, MOD was increased within the EG eyes. Conclusions: Structurally intact, RON axons are demyelinated in NHP early to moderate EG. Studies to determine their functional status are indicated.


Subject(s)
Demyelinating Diseases , Glaucoma , Optic Disk , Animals , Axons , Primates
2.
Transl Vis Sci Technol ; 12(8): 16, 2023 08 01.
Article in English | MEDLINE | ID: mdl-37594448

ABSTRACT

Purpose: To compare parameters of electroretinogram (ERG) responses for their ability to detect functional loss in early stages of nonhuman primate (NHP) experimental glaucoma (EG), including photopic negative responses (PhNR) to a standard brief red flash on a blue background (R/B) and 200-ms-long R/B and white-on-white (W/W) flashes, to W/W flicker stimuli (5-50 Hz), and to a dark-adapted intensity series. Methods: Light-adapted ERGs were recorded in 12 anesthetized monkeys with unilateral EG. Amplitudes and implicit times of the a-wave, b-wave, and d-wave were measured, as well as amplitudes of PhNRs and oscillatory potentials for flash onset and offset. Flicker ERGs were measured using peak-trough and fundamental frequency analyses. Dark-adapted ERG parameters were modeled by Naka-Rushton relationships. Results: Only PhNR amplitudes were significantly reduced in EG eyes compared to fellow control (FC) eyes. The d-wave implicit time was delayed in EG versus FC eyes only for the W/W long flash, but in all eyes it was 10 to 20 ms slower for R/B versus the W/W condition. Flicker ERGs were <0.5 ms delayed in EG versus FC overall, but amplitudes were affected only at 5 Hz. The brief R/B PhNR amplitude had the highest sensitivity to detect EG and strongest correlation to parameters of structural damage. Conclusions: The PhNR to the standard brief R/B stimulus was best for detecting and following early-stage functional loss in NHP EG. Translational Relevance: These results suggest that there would be no benefit in using longer duration flashes to separate onset and offset responses for clinical management of glaucoma.


Subject(s)
Glaucoma , Animals , Glaucoma/diagnosis , Eye
3.
Transl Vis Sci Technol ; 12(3): 9, 2023 03 01.
Article in English | MEDLINE | ID: mdl-36917117

ABSTRACT

Purpose: Assessment of glaucomatous damage in animal models is facilitated by rapid and accurate quantification of retinal ganglion cell (RGC) axonal loss and morphologic change. However, manual assessment is extremely time- and labor-intensive. Here, we developed AxoNet 2.0, an automated deep learning (DL) tool that (i) counts normal-appearing RGC axons and (ii) quantifies their morphometry from light micrographs. Methods: A DL algorithm was trained to segment the axoplasm and myelin sheath of normal-appearing axons using manually-annotated rat optic nerve (ON) cross-sectional micrographs. Performance was quantified by various metrics (e.g., soft-Dice coefficient between predicted and ground-truth segmentations). We also quantified axon counts, axon density, and axon size distributions between hypertensive and control eyes and compared to literature reports. Results: AxoNet 2.0 performed very well when compared to manual annotations of rat ON (R2 = 0.92 for automated vs. manual counts, soft-Dice coefficient = 0.81 ± 0.02, mean absolute percentage error in axonal morphometric outcomes < 15%). AxoNet 2.0 also showed promise for generalization, performing well on other animal models (R2 = 0.97 between automated versus manual counts for mice and 0.98 for non-human primates). As expected, the algorithm detected decreased in axon density in hypertensive rat eyes (P ≪ 0.001) with preferential loss of large axons (P < 0.001). Conclusions: AxoNet 2.0 provides a fast and nonsubjective tool to quantify both RGC axon counts and morphological features, thus assisting with assessing axonal damage in animal models of glaucomatous optic neuropathy. Translational Relevance: This deep learning approach will increase rigor of basic science studies designed to investigate RGC axon protection and regeneration.


Subject(s)
Deep Learning , Glaucoma , Rats , Mice , Animals , Retinal Ganglion Cells/physiology , Cross-Sectional Studies , Disease Models, Animal , Axons/physiology , Glaucoma/diagnosis
4.
Am J Ophthalmol ; 252: 225-252, 2023 08.
Article in English | MEDLINE | ID: mdl-36906092

ABSTRACT

PURPOSE: To use optical coherence tomography (OCT) to characterize optic nerve head (ONH) peri-neural canal (pNC) scleral bowing (pNC-SB) and pNC choroidal thickness (pNC-CT) in 69 highly myopic and 138 healthy, age-matched, control eyes. DESIGN: Cross-sectional, case control study. METHODS: Within ONH radial B-scans, Bruch membrane (BM), BM opening (BMO), anterior scleral canal opening (ASCO), and pNC scleral surface were segmented. BMO and ASCO planes and centroids were determined. pNC-SB was characterized within 30° foveal-BMO (FoBMO) sectors by 2 parameters: pNC-SB-scleral slope (pNC-SB-SS), measured within 3 pNC segments (0-300, 300-700, and 700-1000 µm from the ASCO centroid); and pNC-SB-ASCO depth relative to a pNC scleral reference plane (pNC-SB-ASCOD). pNC-CT was calculated as the minimum distance between the scleral surface and BM at 3 pNC locations (300, 700, and 1100 µm from the ASCO). RESULTS: pNC-SB increased and pNC-CT decreased with axial length (P < .0133; P < .0001) and age (P < .0211; P < .0004) among all study eyes. pNC-SB was increased (P < .001) and pNC-CT was decreased (P < .0279) in the highly myopic compared to control eyes, and these differences were greatest in the inferior quadrant sectors (P < .0002). Sectoral pNC-SB was not related to sectoral pNC-CT in control eyes, but was inversely related to sectoral pNC-CT (P < .0001) in the highly myopic eyes. CONCLUSIONS: Our data suggest that pNC-SB is increased and pNC-CT is decreased in highly myopic eyes and that these phenomena are greatest in the inferior sectors. They support the hypothesis that sectors of maximum pNC-SB may predict sectors of greatest susceptibility to aging and glaucoma in future longitudinal studies of highly myopic eyes. NOTE: Publication of this article is sponsored by the American Ophthalmological Society.


Subject(s)
Myopia , Optic Disk , Humans , Optic Disk/anatomy & histology , Tomography, Optical Coherence/methods , Cross-Sectional Studies , Neural Tube , Case-Control Studies , Bruch Membrane , Myopia/diagnosis
5.
Invest Ophthalmol Vis Sci ; 63(11): 9, 2022 10 03.
Article in English | MEDLINE | ID: mdl-36239974

ABSTRACT

Purpose: The purpose of this study was to test if optic nerve head (ONH) myelin basic protein (MBP), 2',3'-cyclic nucleotide 3'-phosphodiesterase (CNPase), glial fibrillary acidic protein (GFAP), and ionized calcium binding adaptor molecule 1 (Iba1) proteins are altered in non-human primate (NHP) early/moderate experimental glaucoma (EG). Methods: Following paraformaldehyde perfusion, control and EG eye ONH tissues from four NHPs were paraffin embedded and serially (5 µm) vertically sectioned. Anti-MBP, CNPase, GFAP, Iba1, and nuclear dye-stained sections were imaged using sub-saturating light intensities. Whole-section images were segmented creating anatomically consistent laminar (L) and retrolaminar (RL) regions/sub-regions. EG versus control eye intensity/pixel-cluster density data within L and two RL regions (RL1 [1-250 µm]/RL2 [251-500 µm] from L) were compared using random effects models within the statistical program "R." Results: EG eye retinal nerve fiber loss ranged from 0% to 20%. EG eyes' MBP and CNPase intensity were decreased within the RL1 (MBP = 31.4%, P < 0.001; CNPase =62.3%, P < 0.001) and RL2 (MBP = 19.6%, P < 0.001; CNPase = 56.1%, P = 0.0004) regions. EG eye GFAP intensity was decreased in the L (41.6%, P < 0.001) and RL regions (26.7% for RL1, and 28.4% for RL2, both P < 0.001). Iba1+ and NucBlue pixel-cluster density were increased in the laminar (28.2%, P = 0.03 and 16.6%, P = 0.008) and both RL regions (RL1 = 37.3%, P = 0.01 and 23.7%, P = 0.0002; RL2 = 53.7%, P = 0.002 and 33.2%, P < 0.001). Conclusions: Retrolaminar myelin disruption occurs early in NHP EG and may be accompanied by laminar and retrolaminar decreases in astrocyte process labeling and increases in microglial/ macrophage density. The mechanistic and therapeutic implications of these findings warrant further study.


Subject(s)
Glaucoma , Optic Disk , Animals , 2',3'-Cyclic Nucleotide 3'-Phosphodiesterase , Calcium , Disease Models, Animal , Glial Fibrillary Acidic Protein/metabolism , Myelin Basic Protein , Myelin Sheath/metabolism , Optic Disk/metabolism , Primates/metabolism , Calcium-Binding Proteins/metabolism , Microfilament Proteins/metabolism
6.
Acta Biomater ; 143: 72-86, 2022 04 15.
Article in English | MEDLINE | ID: mdl-35196556

ABSTRACT

In-vivo optic nerve head (ONH) biomechanics characterization is emerging as a promising way to study eye physiology and pathology. We propose a high-accuracy and high-efficiency digital volume correlation (DVC) method to characterize the in-vivo ONH deformation from optical coherence tomography (OCT) volumes. Using a combination of synthetic tests and analysis of OCTs from monkey ONHs subjected to acutely elevated intraocular pressure, we demonstrate that our proposed methodology overcame several challenges for conventional DVC methods: First, a pre-registration technique was used to remove large ONH rigid body motion in OCT volumes which could lead to analysis failure; second, a modified 3D inverse-compositional Gaussian Newton method was used to ensure sub-voxel accuracy of displacement calculations despite high noise and low image contrast of some OCT volumes; third, a tricubic B-spline interpolation method was applied to improve computational efficiency; fourth, a confidence parameter was introduced to guide the searching path in the displacement calculation; fifth, a confidence-weighted strain calculation method was applied to further improve the accuracy. The proposed DVC method had displacement errors smaller than 0.037 and 0.028 voxels with Gaussian and speckle noises, respectively. The strain errors in the three directions were less than 0.0045 and 0.0018 with Gaussian and speckle noises, respectively. Compared with the conventional DVC method, the proposed method reduced the errors of displacement and strain calculations by up to 70% under large body motions, with 75% lower computation time, while saving about 30% memory. Our study demonstrates the potential of the proposed technique to investigate ONH biomechanics. STATEMENT OF SIGNIFICANCE: The biomechanics of the optic nerve head (ONH) in the posterior pole of the globe play a central role in eye physiology and pathology. The application of digital volume correlation (DVC) to the analysis of optical coherence tomography (OCT) images of the ONH has emerged as a promising way to quantify ONH biomechanics. Conventional DVC methods, however, face several important challenges when analyzing OCT images of the ONH. We introduce a high-accuracy and high-efficiency DVC method to characterize in vivo ONH deformations from OCT volumes. We demonstrate the new method using synthetic tests and actual OCT data from monkey ONHs. The new method also has the potential to be used to study other tissues, as OCT applications continue to expand.


Subject(s)
Optic Disk , Biomechanical Phenomena , Biophysics , Intraocular Pressure , Optic Disk/diagnostic imaging , Optic Disk/physiology , Tomography, Optical Coherence/methods
7.
Am J Ophthalmol ; 223: 246-258, 2021 03.
Article in English | MEDLINE | ID: mdl-33166501

ABSTRACT

PURPOSE: To compare the frequency of observing optic nerve head (ONH) prelaminar schisis by optical coherence tomography (OCT) in glaucoma and glaucoma suspect (GL/S) eyes vs healthy control (HC) eyes and to assess its association with other markers of glaucoma severity. METHODS: This cross-sectional study included 298 eyes of 150 GL/S patients and 88 eyes of 44 HCs. OCT scans were obtained, including 24 radial B-scans, each composed of 768 A-lines spanning 15°, centered on the ONH. Two reviewers masked to all other clinical, demographic, and ocular information independently graded the OCT scans for the presence of ONH prelaminar schisis on a 4-point scale of 0 (none) to 3 (severe). The probability of ONH schisis was compared between groups and against demographic and ocular factors, including structural and functional measures of glaucoma severity. RESULTS: The frequency and severity of ONH prelaminar schisis were greater in GL/S than in HC (P = .009). Among the GL/S group, 165 eyes (55.4%) had no visible schisis (Grade 0), 71 (23.8%) had Grade 1, 46 (15.4%) had Grade 2 and 16 (5.4%) had Grade 3 schisis. Among HC eyes, 59 (67.0%) had Grade 0, 24 (27.3%) had Grade 1, 5 (5.7%) had Grade 2, none had Grade 3. ONH schisis was more common in eyes with thinner MRW and a deeper cup. CONCLUSIONS: ONH prelaminar schisis may be a sign of glaucomatous deformation and reflect ongoing pathophysiological damage. ONH prelaminar schisis can impact OCT image segmentation and diagnostic parameters, resulting in substantial overestimation of the true rim tissue thickness and underestimation of cup depth.


Subject(s)
Glaucoma/complications , Optic Disk/pathology , Optic Nerve Diseases/diagnosis , Adult , Aged , Aged, 80 and over , Cross-Sectional Studies , Female , Follow-Up Studies , Glaucoma/diagnosis , Glaucoma/physiopathology , Humans , Intraocular Pressure/physiology , Male , Middle Aged , Nerve Fibers/pathology , Optic Nerve Diseases/etiology , Prospective Studies , Retinal Ganglion Cells/pathology , Tomography, Optical Coherence/methods , Young Adult
8.
Ophthalmol Glaucoma ; 3(1): 32-39, 2020.
Article in English | MEDLINE | ID: mdl-32632405

ABSTRACT

Purpose: Ophthalmologists commonly perform glaucoma surgery to treat progressive glaucoma. Few studies have examined the stability of OCT neuroretinal rim parameters after glaucoma surgery for ongoing detection of glaucoma progression. Design: Longitudinal cohort study. Participants: 20 eyes (16 subjects) with primary open angle glaucoma who had undergone a trabeculectomy. Methods: We calculated the change in OCT parameters (minimum rim area (MRA), minimum rim width (MRW), Bruch's membrane opening (BMO) area, mean cup depth (MCD), anterior lamina cribrosa surface depth (ALCSD), prelaminar tissue thickness (PLTT), retinal nerve fiber layer thickness (RFNLT) during an interval from the visit before the surgery to the visit after the surgery, a span of approximately 6-months. We also calculated changes in the same eyes over two separate 6-month intervals that did not contain trabeculectomy to serve as control. We compared these intervals using a generalized linear model (with compound symmetry correlation structure), accounting for the correlation between time intervals for the same eye. Main outcomes measures: MRW, MRA, angle above the reference plane for MRW and MRA, BMO area, MCD, mean ALCSD, PLTT, RNFLT and visual field parameters (mean deviation (MD), pattern standard deviation (PSD), and visual field index (VFI)). Results: The intervals containing trabeculectomy showed a significant decrease in intraocular pressure (-9.2 mmHg, p<.001) when compared to control intervals. Likewise, the following neuroretinal rim parameters showed significant changes with trabeculectomy: increased MRW (+6.04µm, p=.001), increased MRA (+0.014mm2, p=.024), increased angle above reference plane of MRW (+2.64°, p<.001), decreased MCD (-11.6µm, p=.007), and decreased mean ALCSD (-18.91µm, p=.006). This is consistent with an increase in rim tissue thickness and a more anterior position of the ILM and ALCS relative to the BMO plane. Conversely, RNFLT change was not significantly different between trabeculectomy and control intervals (p=.37). Conclusion: Trabeculectomy resulted in anatomical changes to the ONH rim associated with reduced glaucomatous cupping. The RNFL thickness may be a more stable measure of disease progression that clinicians can use to monitor across time intervals containing glaucoma surgery.


Subject(s)
Glaucoma, Open-Angle/diagnosis , Intraocular Pressure/physiology , Optic Disk/pathology , Retinal Ganglion Cells/pathology , Tomography, Optical Coherence/methods , Visual Fields/physiology , Aged , Aged, 80 and over , Disease Progression , Female , Follow-Up Studies , Glaucoma, Open-Angle/physiopathology , Humans , Male , Middle Aged , Nerve Fibers/pathology , Prospective Studies
9.
Sci Rep ; 10(1): 8034, 2020 05 15.
Article in English | MEDLINE | ID: mdl-32415269

ABSTRACT

In this work, we develop a robust, extensible tool to automatically and accurately count retinal ganglion cell axons in optic nerve (ON) tissue images from various animal models of glaucoma. We adapted deep learning to regress pixelwise axon count density estimates, which were then integrated over the image area to determine axon counts. The tool, termed AxoNet, was trained and evaluated using a dataset containing images of ON regions randomly selected from whole cross sections of both control and damaged rat ONs and manually annotated for axon count and location. This rat-trained network was then applied to a separate dataset of non-human primate (NHP) ON images. AxoNet was compared to two existing automated axon counting tools, AxonMaster and AxonJ, using both datasets. AxoNet outperformed the existing tools on both the rat and NHP ON datasets as judged by mean absolute error, R2 values when regressing automated vs. manual counts, and Bland-Altman analysis. AxoNet does not rely on hand-crafted image features for axon recognition and is robust to variations in the extent of ON tissue damage, image quality, and species of mammal. Therefore, AxoNet is not species-specific and can be extended to quantify additional ON characteristics in glaucoma and potentially other neurodegenerative diseases.


Subject(s)
Axons/physiology , Computational Biology/methods , Deep Learning , Models, Biological , Optic Nerve/physiology , Retinal Ganglion Cells/physiology , Software , Algorithms , Animals , Disease Models, Animal , Disease Susceptibility , Female , Glaucoma/etiology , Glaucoma/metabolism , Glaucoma/pathology , Male , Optic Nerve/pathology , Optic Nerve Diseases/etiology , Optic Nerve Diseases/metabolism , Optic Nerve Diseases/pathology , Rats , Reproducibility of Results
10.
Am J Ophthalmol ; 213: 203-216, 2020 05.
Article in English | MEDLINE | ID: mdl-31899204

ABSTRACT

PURPOSE: This study evaluated the ability of topographically correspondent (TC) minimum rim width (MRW) and peripapillary retinal nerve fiber layer thickness (pRNFLT) criteria to detect optical coherence tomography (OCT) structural abnormality in glaucoma (GL) and glaucoma suspect (GLS) eyes. DESIGN: Retrospective cross-sectional study. METHODS: A total of 196 GL eyes, 150 GLS eyes, and 303 heathy eyes underwent pRNFL and 24 radial optic nerve head OCT imaging and manual correction of the internal limiting membrane, Bruch's membrane opening (BMO), and outer pRNFL segmentations. MRW and pRNFLT were quantified in 6 Garway-Heath or 12 30-degree (clock-hour) sectors. OCT abnormality for each parameter was defined to be less than the 5th percentile of the healthy eye distribution. OCT abnormality for individual eyes was defined using global, sectoral, and combined parameter criteria that achieved ≥95% specificity in the healthy eyes. TC combination criteria required the sectoral location of MRW and pRNFLT abnormality to be topographically aligned and included comMR (a previously reported TC combination consisting of MRW and pRNFLT parameter: [MRW + pRNFLT × (average MRW healthy eyes/average pRNFLT healthy eyes) MRW]. RESULTS: TC sectoral criteria (1 Garway-Heath MRW + corresponding Garway-Heath RNFLT), (one 30-degree MRW + any 1 corresponding or adjacent 30-degree pRNFLT), 30-degree and Garway-Heath comMR-TI and global comMR were the best performing criteria, demonstrating (96%-99% specificity), 86%-91% sensitivity for GL, 80%-84% sensitivity for early GL (MD ≥ -4.0 dB) and 93%-96% sensitivity for moderate-to-advanced GL (MD < -4.0 dB). CONCLUSIONS: Clinically intuitive TC MRW and pRNFLT combination criteria identified the sectoral location of OCT abnormality in GL eyes with high diagnostic precision.


Subject(s)
Glaucoma, Open-Angle/diagnostic imaging , Nerve Fibers/pathology , Optic Disk/pathology , Optic Nerve Diseases/diagnostic imaging , Retinal Ganglion Cells/pathology , Adolescent , Adult , Aged , Aged, 80 and over , Cross-Sectional Studies , Female , Glaucoma, Open-Angle/physiopathology , Humans , Intraocular Pressure/physiology , Male , Middle Aged , Ocular Hypertension/diagnostic imaging , Optic Disk/diagnostic imaging , Optic Nerve Diseases/physiopathology , ROC Curve , Retrospective Studies , Sensitivity and Specificity , Tomography, Optical Coherence , Vision Disorders/physiopathology , Visual Fields/physiology , Young Adult
11.
J Glaucoma ; 28(3): 265-269, 2019 03.
Article in English | MEDLINE | ID: mdl-30817498

ABSTRACT

PURPOSE: To examine the frequency of paravascular defects (PDs) and macular epiretinal membranes (ERMs) in eyes categorized as having mild glaucoma or glaucoma suspect using en-face slab analysis of optical coherence tomography (OCT) scans. MATERIALS AND METHODS: Fifty-seven glaucomatous eyes, 44 low-risk suspect eyes, and 101 healthy control eyes were included in the study. The 101 glaucomatous and suspect eyes had a mean deviation better than -6 dB on the 24-2 visual field, and a spherical refractive error between±6 D or axial length <26.5 mm. Two OCT-graders masked to eye classification identified ERMs and PDs on en-face slab images of the macula and peripapillary retina using horizontal B-scans and derived vertical B-scans. RESULTS: Glaucomatous eyes had a significantly higher number of PDs and ERMs than healthy controls (PD, P<0.001; ERM, P=0.046) and low-risk glaucoma suspects (PD, P=0.004; ERM, P=0.043). PDs and/or ERMs were present in 16 of 57 (28.1%) glaucomatous eyes, 2 of 44 (4.5%) suspect eyes, and 3 of 101 (3.0%) control eyes. Further, PDs were present in 11 of the 57 (19.3%) glaucomatous eyes, 1 of the 44 (2.3%) suspect eyes and 0 of the 101 (0%) control eyes, ERMs were seen in 7 of the 57 (12.3%) glaucomatous eyes, 1 of the 44 (2.3%) suspects, and 3 of the 101 (3.0%) control eyes. CONCLUSIONS: Eyes with early glaucoma have a higher frequency of PDs and ERMs than suspects or controls and exhibit PDs even in the absence of ERMs or high myopia.


Subject(s)
Epiretinal Membrane/diagnosis , Glaucoma, Open-Angle/diagnosis , Nerve Fibers/pathology , Retinal Ganglion Cells/pathology , Retinal Vessels/pathology , Aged , Female , Humans , Intraocular Pressure/physiology , Male , Middle Aged , Ocular Hypertension/diagnosis , Prospective Studies , Retinal Vessels/diagnostic imaging , Tomography, Optical Coherence/methods , Visual Fields/physiology
12.
Am J Ophthalmol ; 199: 28-43, 2019 03.
Article in English | MEDLINE | ID: mdl-30414397

ABSTRACT

PURPOSE: To assess glaucoma specialists' detection of optic nerve head (ONH) rim tissue that is thin by optical coherence tomography (OCT) criteria. DESIGN: Reliability analysis. METHODS: Five clinicians marked the disc margin (DM) and rim margin (RM) on stereophotographs of 151 glaucoma or glaucoma suspect eyes obtained within 3 months of OCT imaging. The photo and OCT infrared image for each eye were co-localized and regionalized into 12 sectors relative to the axis between the Bruch membrane opening (BMO) centroid and the fovea. For each clinician, the distance from BMO centroid to their DM (DM radius) and RM (RM radius) was used to generate sectoral rim width (RW) (DM radius-RM radius) and cup-to-disc ratio (CDR) (RM radius/DM radius) estimates. OCT minimum rim width (MRW) was determined by sector. Among all eyes, for each OCT MRW suspicious sector (<5% of OCT normative database), we determined each clinician's detection (clinician CDR ≥ 0.7). RESULTS: Clinicians most commonly failed to detect OCT suspicious rim tissue in the nasal sectors. Among 502 sectors with suspicious OCT MRW, all 5 clinicians rated CDR ≥ 0.7 in only 29.5% and all 5 clinicians rated CDR < 0.7 in 21%. OCT suspicious rim thickness was most common (32% of eyes) in the nasal and inferior sectors. MRW vs clinician RW discordance was greatest nasally, while BMO vs clinician DM discordance was greatest temporally. CONCLUSIONS: Clinicians most commonly failed to detect OCT suspicious rim thickness nasally where suspicious rim tissues were also most common.


Subject(s)
Bruch Membrane/diagnostic imaging , Glaucoma, Open-Angle/diagnostic imaging , Optic Disk/diagnostic imaging , Tomography, Optical Coherence/methods , Adult , Aged , Aged, 80 and over , Female , Glaucoma, Open-Angle/physiopathology , Humans , Intraocular Pressure/physiology , Male , Middle Aged , Nerve Fibers/pathology , Ocular Hypertension/diagnostic imaging , Ocular Hypertension/physiopathology , Reproducibility of Results , Retinal Ganglion Cells/pathology , Specialization , Visual Fields/physiology
13.
Am J Ophthalmol ; 192: 65-76, 2018 08.
Article in English | MEDLINE | ID: mdl-29750947

ABSTRACT

PURPOSE: To quantify the variability of 5 glaucoma specialists' optic disc margin (DM), rim margin (RM), and rim width (RW) estimates. DESIGN: Inter-observer reliability analysis. METHODS: Clinicians viewed stereo-photographs from 214 subjects with glaucoma or ocular hypertension and digitally marked the DM and RM. For each photograph, the centroid of each clinician's DM was calculated, and an averaged DMcentroid was determined. The axis between the DMcentroid and the fovea was used to establish 12 30-degree sectors. Measurements from the DMcentroid to each clinician's DM (DMradius) and RM (RMradius) were used to generate a RW (DMradius-RMradius) and cup-to-disc ratio (CDR) (RMradius/DMradius) by sector. Parameter means, standard deviations, and coefficient of variations (COVs) were calculated across all clinicians for each eye. Parameter means for each clinician, and intraclass correlation coefficients (ICC), were calculated across all eyes by sector. RESULTS: Among all eyes, the median COV by sector ranged from 3% to 5% for DMradius, 20% to 25% for RMradius, and 26% to 30% for RW. Sectoral ICCs for CDR ranged from 0.566 to 0.668. Sectors suspicious for rim thinning by 1 clinician were frequently overlooked by others. Among 1724 sectors in which at least 1 clinician was suspicious for rim thinning (CDR ≥ 0.7), all 5 clinicians' CDRs were ≥ 0.7 in only 499 (29%), and 2 of the 5 clinicians failed to detect rim thinning (CDR < 0.7) in 442 (26%). CONCLUSION: In this study, glaucoma specialist RM, DM, and RW discordance was frequent and substantial, even in sectors that were suspicious for rim thinning.


Subject(s)
Glaucoma, Open-Angle/diagnosis , Optic Disk/pathology , Optic Nerve Diseases/diagnosis , Adult , Aged , Aged, 80 and over , Female , Follow-Up Studies , Humans , Intraocular Pressure , Male , Middle Aged , Observer Variation , Ocular Hypertension/diagnosis , Ophthalmology/standards , Ophthalmoscopy , Optic Disk/diagnostic imaging , Photography , Reproducibility of Results , Slit Lamp Microscopy , Specialization/standards , Tomography, Optical Coherence/methods , Vision Disorders/diagnosis , Vision Disorders/physiopathology , Visual Fields/physiology
14.
Methods Mol Biol ; 1695: 207-267, 2018.
Article in English | MEDLINE | ID: mdl-29190029

ABSTRACT

Accurately characterizing the 3D geometry of the optic nerve head neural and connective tissues has been the goal of a large and important body of scientific work. In the present report, we summarize our methods for the high-resolution, digital, 3D histomorphometric reconstruction of the optic nerve head tissues, including their visualization, parameterization, and quantification. In addition, we present our methods for between-eye comparisons of this anatomy, and their use to determine animal-specific and experiment-wide experimental glaucoma versus Control eye differences in the unilateral, monkey experimental glaucoma model. Finally, we demonstrate its application to finite element modeling, 3D optic nerve head reconstruction of other species, and 3D optic nerve head reconstructions using other imaging modalities.


Subject(s)
Glaucoma/pathology , Models, Biological , Optic Nerve/pathology , Animals , Connective Tissue/pathology , Disease Models, Animal , Finite Element Analysis , Glaucoma/diagnostic imaging , Haplorhini , Humans , Image Processing, Computer-Assisted , Imaging, Three-Dimensional , Optic Nerve/cytology , Rats
15.
Invest Ophthalmol Vis Sci ; 58(9): 3759-3769, 2017 07 01.
Article in English | MEDLINE | ID: mdl-28738420

ABSTRACT

Purpose: This study quantified the thickness and depth of the lamina cribrosa (LC) and peripapillary scleral thickness in high-resolution three-dimensional (3D) fluorescent reconstructions of the optic nerve head (ONH) in eyes from donors of African (AD) and European descent (ED). Methods: A total of 64 eyes (45 ED, 19 AD) from 51 normal donors were obtained within 6 hours of death and fixed at 10 mm Hg of pressure. The optic nerve head was trephined from the globe and digitally reconstructed at 1.5 × 1.5 × 1.5 µm voxel resolution with an automated episcopic fluorescence technique. The load-bearing ONH connective tissue surfaces were manually delineated in 3D using custom software. Results: The lamina cribrosa and peripapillary sclera were significantly thinner in AD eyes adjusting for age and sex (LC was 24 ± 11 µm thinner; P = 0.0350; scleral was 56 ± 22 µm thinner; P = 0.0097). The lamina cribrosa was significantly thinner in females (23 ± 11 µm thinner; P = 0.0425). Age was not significantly associated with any morphologic parameter in the ED group. However, increasing age was associated with an increase in scleral thickness (1.3 µm/year, P = 0.0499) and an increase in LC depth (2.3 µm/year, P = 0.0035) in the AD group. The sclera was thickest in the superior and temporal regions while the LC was thinnest superiorly. Conclusions: Substantial sectorial and racial differences in LC and scleral morphology were observed, as well as increasing LC depth and scleral thickness with age in the AD group. Results suggest greater age-related remodeling of the load-bearing ONH connective tissues in eyes from AD individuals that could explain, in part, the greater predilection to glaucomatous injury seen in aged AD populations.


Subject(s)
Black People , Optic Disk/anatomy & histology , Sclera/anatomy & histology , White People , Age Factors , Connective Tissue , Female , Healthy Volunteers , Humans , Image Processing, Computer-Assisted , Imaging, Three-Dimensional , Intraocular Pressure , Male , Middle Aged , Sex Factors , Tissue Donors
16.
Prog Retin Eye Res ; 59: 1-52, 2017 07.
Article in English | MEDLINE | ID: mdl-28300644

ABSTRACT

In a series of previous publications we have proposed a framework for conceptualizing the optic nerve head (ONH) as a biomechanical structure. That framework proposes important roles for intraocular pressure (IOP), IOP-related stress and strain, cerebrospinal fluid pressure (CSFp), systemic and ocular determinants of blood flow, inflammation, auto-immunity, genetics, and other non-IOP related risk factors in the physiology of ONH aging and the pathophysiology of glaucomatous damage to the ONH. The present report summarizes 20 years of technique development and study results pertinent to the characterization of ONH connective tissue deformation and remodeling in the unilateral monkey experimental glaucoma (EG) model. In it we propose that the defining pathophysiology of a glaucomatous optic neuropathy involves deformation, remodeling, and mechanical failure of the ONH connective tissues. We view this as an active process, driven by astrocyte, microglial, fibroblast and oligodendrocyte mechanobiology. These cells, and the connective tissue phenomena they propagate, have primary and secondary effects on retinal ganglion cell (RGC) axon, laminar beam and retrolaminar capillary homeostasis that may initially be "protective" but eventually lead to RGC axonal injury, repair and/or cell death. The primary goal of this report is to summarize our 3D histomorphometric and optical coherence tomography (OCT)-based evidence for the early onset and progression of ONH connective tissue deformation and remodeling in monkey EG. A second goal is to explain the importance of including ONH connective tissue processes in characterizing the phenotype of a glaucomatous optic neuropathy in all species. A third goal is to summarize our current efforts to move from ONH morphology to the cell biology of connective tissue remodeling and axonal insult early in the disease. A final goal is to facilitate the translation of our findings and ideas into neuroprotective interventions that target these ONH phenomena for therapeutic effect.


Subject(s)
Connective Tissue/pathology , Low Tension Glaucoma/complications , Optic Disk/pathology , Optic Nerve Diseases/etiology , Animals , Disease Models, Animal , Haplorhini , Intraocular Pressure , Low Tension Glaucoma/diagnosis , Low Tension Glaucoma/physiopathology , Optic Nerve Diseases/diagnosis , Retinal Ganglion Cells/pathology , Tomography, Optical Coherence
17.
Invest Ophthalmol Vis Sci ; 57(10): 4403-11, 2016 08 01.
Article in English | MEDLINE | ID: mdl-27564522

ABSTRACT

PURPOSE: We tested the hypothesis that experimental glaucoma (EG) results in greater thinning of the optic nerve head (ONH) neural rim tissue than the peripapillary retinal nerve fiber layer (RNFL) tissue. METHODS: Longitudinal spectral-domain optical coherence tomography (SDOCT) imaging of the ONH and peripapillary RNFL was performed every other week under manometric IOP control (10 mm Hg) in 51 nonhuman primates (NHP) during baseline and after induction of unilateral EG. The ONH parameter minimum rim area (MRA) was derived from 80 radial B-scans centered on the ONH; RNFL cross-sectional area (RNFLA) from a peripapillary circular B-scan with 12° diameter. RESULTS: In control eyes, MRA was 1.00 ± 0.19 mm2 at baseline and 1.00 ± 0.19 mm2 at the final session (P = 0.77), while RNFLA was 0.95 ± 0.09 and 0.95 ± 0.10 mm2, respectively (P = 0.96). In EG eyes, MRA decreased from 1.00 ± 0.19 mm2 at baseline to 0.63 ± 0.21 mm2 at the final session (P < 0.0001), while RNFLA decreased from 0.95 ± 0.09 to 0.74 ± 0.19 mm2, respectively (P < 0.0001). Thus, MRA decreased by 36.4 ± 20.6% in EG eyes, significantly more than the decrease in RNFLA (21.7 ± 19.4%, P < 0.0001). Other significant changes in EG eyes included increased Bruch's membrane opening (BMO) nonplanarity (P < 0.05), decreased BMO aspect ratio (P < 0.0001), and decreased MRA angle (P < 0.001). Bruch's membrane opening area did not change from baseline in either control or EG eyes (P = 0.27, P = 0.15, respectively). CONCLUSIONS: Optic nerve head neural rim tissue thinning exceeded peripapillary RNFL thinning in NHP EG. These results support the hypothesis that axon bundles are compressed transversely within the ONH rim along with glaucomatous deformation of connective tissues.


Subject(s)
Glaucoma/complications , Nerve Fibers/pathology , Optic Disk/pathology , Optic Nerve Diseases/etiology , Retinal Ganglion Cells/pathology , Animals , Axons/pathology , Disease Models, Animal , Disease Progression , Female , Glaucoma/diagnosis , Intraocular Pressure , Macaca mulatta , Male , Optic Nerve Diseases/diagnosis , Time Factors , Tomography, Optical Coherence/methods
18.
Invest Ophthalmol Vis Sci ; 57(9): OCT404-12, 2016 07 01.
Article in English | MEDLINE | ID: mdl-27409499

ABSTRACT

PURPOSE: We compare spectral-domain optical coherence tomography (SDOCT) measurements of minimum rim width (MRW), minimum rim area (MRA), and peripapillary retinal nerve fiber layer thickness (RNFLT) to complete orbital optic nerve axon counts in nonhuman primates (NHP) with unilateral experimental glaucoma (EG). METHODS: Biweekly SDOCT measurements of MRW, MRA, and RNFLT were acquired under manometric IOP control (10 mm Hg) in 51 NHP during baseline (mean ± SD, 5.0 ± 1.6 sessions) and after laser photocoagulation was applied to the trabecular meshwork of one eye to induce chronic IOP elevation. At the study endpoint (predefined for each NHP), 100% axon counts were obtained from each optic nerve. RESULTS: For SDOCT parameters at baseline, the correlation between the two eyes of each animal was strongest for RNFLT (R = 0.97) and MRW (R = 0.97), but lower for MRA (R = 0.85). At the final time point, average values in EG eyes relative to control eyes were: -22% for RNFLT, -38% for MRW, -36% for MRA, and -36% for optic nerve axons. The correlation with axon counts was strongest for RNFLT (R = 0.81), compared to MRW (R = 0.72, P = 0.001) or MRA (R = 0.70, P = 0.001). Diagnostic sensitivity was 75% for RNFLT, 90% for MRW, and 88% for MRA; all had 100% specificity. CONCLUSIONS: Peripapillary RNFLT was correlated more closely with total orbital optic nerve axon count than were the ONH parameters MRW or MRA. This is likely because glaucomatous deformation (beyond axon loss alone) has a greater influence on the ONH parameters MRW and MRA than on RNFLT.


Subject(s)
Axons/pathology , Glaucoma/pathology , Intraocular Pressure/physiology , Optic Disk/pathology , Retinal Ganglion Cells/pathology , Tomography, Optical Coherence/methods , Animals , Disease Models, Animal , Female , Glaucoma/physiopathology , Macaca mulatta , Male
19.
Invest Ophthalmol Vis Sci ; 57(7): 3451-69, 2016 06 01.
Article in English | MEDLINE | ID: mdl-27362781

ABSTRACT

PURPOSE: The purpose of this study was to characterize experimental glaucoma (EG) versus control eye differences in lamina cribrosa (LC), beam diameter (BD), pore diameter (PD), connective tissue volume fraction (CTVF), connective tissue volume (CTV), and LC volume (LV) in monkey early EG. METHODS: Optic nerve heads (ONHs) of 14 unilateral EG and 6 bilateral normal (BN) monkeys underwent three-dimensional reconstruction and LC beam segmentation. Each beam and pore voxel was assigned a diameter based on the largest sphere that contained it before transformation to a common cylinder with inner, middle, and outer layers. Full-thickness and layer averages for BD, PD, CTVF, CTV, and LV were calculated for each ONH. Beam diameter and PD distributions for each ONH were fit to a gamma distribution and summarized by scale and shape parameters. Experimental glaucoma and depth effects were assessed for each parameter by linear mixed-effects (LME) modeling. Animal-specific EG versus control eye differences that exceeded the maximum intereye difference among the six BN animals were considered significant. RESULTS: Overall EG eye mean PD was 12.8% larger (28.2 ± 5.6 vs. 25.0 ± 3.3 µm), CTV was 26.5% larger (100.06 ± 47.98 vs. 79.12 ± 28.35 × 106 µm3), and LV was 40% larger (229.29 ± 98.19 vs. 163.63 ± 39.87 × 106 µm3) than control eyes (P ≤ 0.05, LME). Experimental glaucoma effects were significantly different by layer for PD (P = 0.0097) and CTVF (P < 0.0001). Pore diameter expanded consistently across all PDs. Experimental glaucoma eye-specific parameter change was variable in magnitude and direction. CONCLUSIONS: Pore diameter, CTV, and LV increase in monkey early EG; however, EG eye-specific change is variable and includes both increases and decreases in BD and CTVF.


Subject(s)
Glaucoma/pathology , Optic Disk/pathology , Optic Nerve Diseases/pathology , Animals , Axial Length, Eye , Axons , Cell Count , Connective Tissue/pathology , Disease Models, Animal , Glaucoma/diagnostic imaging , Image Processing, Computer-Assisted/methods , Imaging, Three-Dimensional/methods , Intraocular Pressure , Macaca mulatta , Male , Optic Nerve Diseases/diagnostic imaging
20.
Invest Ophthalmol Vis Sci ; 57(6): 2914­2927, 2016 05 01.
Article in English | MEDLINE | ID: mdl-27168368

ABSTRACT

PURPOSE: To use optical coherence tomography (OCT) to test the hypothesis that optic nerve head (ONH) "cupping" in the monkey optic nerve transection (ONT) model does not include posterior laminar deformation. METHODS: Five monkeys (aged 5.5-7.8 years) underwent ONH and retinal nerve fiber layer (RNFL) OCT imaging five times at baseline and biweekly following unilateral ONT until euthanization at ∼40% RNFL loss. Retinal nerve fiber layer thickness (RNFLT) and minimum rim width (MRW) were calculated from each pre- and post-ONT imaging session. The anterior lamina cribrosa surface (ALCS) was delineated within baseline and pre-euthanasia data sets. Significant ONT versus control eye pre-euthanasia change in prelaminar tissue thickness (PLTT), MRW, RNFLT, and ALCS depth (ALCSD) was determined using a linear mixed-effects model. Eye-specific change in each parameter exceeded the 95% confidence interval constructed from baseline measurements. RESULTS: Animals were euthanized 49 to 51 days post ONT. Overall ONT eye change from baseline was significant for MRW (-26.2%, P = 0.0011), RNFLT (-43.8%, P < 0.0001), PLTT (-23.8%, P = 0.0013), and ALCSD (-20.8%, P = 0.033). All five ONT eyes demonstrated significant eye-specific decreases in MRW (-23.7% to -31.8%) and RNFLT (-39.6% to -49.7%). Four ONT eyes showed significant PLTT thinning (-23.0% to -28.2%). The ALCS was anteriorly displaced in three of the ONT eyes (-25.7% to -39.2%). No ONT eye demonstrated posterior laminar displacement. CONCLUSIONS: Seven weeks following surgical ONT in the monkey eye, ONH cupping involves prelaminar and rim tissue thinning without posterior deformation of the lamina cribrosa.


Subject(s)
Nerve Fibers/pathology , Optic Disk/pathology , Optic Nerve Diseases/diagnosis , Optic Nerve Injuries/diagnosis , Retinal Ganglion Cells/pathology , Tomography, Optical Coherence/methods , Animals , Disease Models, Animal , Intraocular Pressure , Macaca mulatta , Male , Optic Nerve Diseases/etiology , Optic Nerve Injuries/complications
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