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Can macula and optic nerve head parameters detect glaucoma progression in eyes with advanced circumpapillary retinal nerve fiber layer damage? [Meeting Abstract]

Lavinsky, F; Schuman, J S; Lucy, K A; Liu, M; Song, Y; Ishikawa, H; Wollstein, G
Purpose: To evaluate the ability of OCT optic nerve head (ONH) and macular parameters to detect disease progression in eyes with advanced glaucoma, including those reaching the practical minimal possible thickness measurements (floor effect). Methods: Subjects with advanced glaucoma with >= 4 visits, at least 5 months apart, with Swedish interactive thresholding algorithm 24-2 perimetry (SITA standard; Humphrey Field Analyzer; Zeiss) and spectral-domain OCT (Cirrus HD-OCT; Zeiss) were enrolled. Advanced glaucoma was defined as OCT average circumpapillary retinal nerve fiber layer (cRNFL) <=60um. The OCT measurements that were analyzed were average cRNFL, macular ganglion cell inner plexiform layer thickness (GCIPL), vertical C/D ratio and average C/D ratio, rim area and cup volume. The rate of change of each parameter was computed using a linear mixed effect model (LME) accounting for baseline age, gender and signal strength. Results: Forty-nine eyes (41 subjects) qualified for the study. The average age at baseline was 67 years (range 44-87) and the mean follow-up duration was 40.1 months. At baseline, subjects presented with visual field mean deviation (MD) of-11.38+/- 6.06dB and cRNFL of 55.20+/-3.60 mum. The rate of change for MD over the course of follow-up, while accounting for age at baseline and gender only, was statistically significant (-0.452 dB/yr (p=0.01)). In the same follow-up period, cRNFL rate of change was not significant (0.047 um/yr, p=0.743), while OCT parameters demonstrated a significant rate of change: GCIPL=-0.504 mum/yr (p<0.001); cup volume=0.006 mm3/yr (pO.001); rim area=-0.012 mm2/yr (p<0.001); vertical C/D ratio=0.006/yr (p<0.001); average C/D ratio=0.005/yr (p<0.001). Age, gender and signal strength were not significant in any of the models. Conclusions: Macula and ONH parameters might be useful in following subjects with advanced glaucoma reaching the floor effect of cRNFL measurements
EMBASE:621487185
ISSN: 1552-5783
CID: 3027852

Averaging multiple OCT volumes improves visibility of lamina cribrosa [Meeting Abstract]

Song, Y; Ruminski, D; Lucy, K A; Wollstein, G; Shin, J; Sung, K R; Schuman, J S; Ishikawa, H
Purpose: Imaging the lamina cribrosa (LC) has gained importance in the understanding and assessment of glaucoma. However, its clinical utility is limited because typical optical coherence tomography (OCT) images of the LC are of poor quality which precludes performing reliable micro-structural analysis. The purpose of this study was to assess an image enhancement technique involving the averaging of multiple OCT volumes. Methods: Repetitive OCT volumes (up to 6 volumes scanned on the same day) from 10 healthy eyes (10 subjects) were acquired using Cirrus HD-OCT (Zeiss, Dublin, CA; software version 7.0.3.19; Optic Disc 200x200 scan pattern). All volumes had signal strength of 7 or above. 3D OCT volumes were first registered to each other using the Elastix software, then super-sampled to 800x800x1024 using 3D bi-cubic interpolation. Signal to noise ratio (SNR) and contrast to noise ratio (CNR) were calculated to quantify the image quality of the visible LC. SNR and CNR were then compared between multiple-volume-averaged images and corresponding single volume images using the Wilcoxon test. Results: Image quality of the visible LC showed notable improvement with multiple volume averaging (Figure 1-6). SNR showed statistically significant improvement from the baseline image quality after 3 or more volumes were averaged (P=0.01), while CNR showed significant improvement from baseline after 2 or more volumes were averaged (P=0.0005) (Figure A, B). Conclusions: The presented image enhancement technique successfully improved image quality of the visible LC. This technique can be applied to any existing OCT images as long as multiple volumes (minimum of 3 volumes) are available on the same eye from the same session in order to improve image quality
EMBASE:621489280
ISSN: 1552-5783
CID: 3027702

Caloric restriction diet shows preservation effect on ocular structures [Meeting Abstract]

Lucy, K A; Wollstein, G; Liu, M; Ishikawa, H; Schuman, J S
Purpose: Caloric restriction (CR) has been shown in animal models to increase longevity and delay the effects of aging. This study investigates the effect of CR on ocular tissues in a cohort of human subjects adopting a particular CR lifestyle (CRWay). Methods: Age matched healthy controls and CRWay members with no general or ocular co-morbidities underwent a full ophthalmic examination including visual field (VF) and optical coherence tomography (OCT) (Cirrus HD-OCT) testing. Duration of time in the CRWay, body mass index (BMI), axial length, central corneal thickness, VF mean deviation (MD) and OCT measured retinal nerve fiber layer (RNFL) thickness, cup to disc (C/D) ratio, and ganglion cell inner plexiform layer (GCIPL) thickness were analyzed. Multivariate linear regressions were used to estimate RNFL and GCIPL thicknesses using the above variables. Results: Nine CRWay subjects (18 eyes) were compared to a population of 23 age-matched controls (46 eyes). The average age of all subjects was 60.8+/-10.4 years, and the duration of time in the CRWay ranged from 2-36 years. The average BMI was 20.7+/-1.6 for the CR participants and 28.3+/-5.2 for the control group. GCIPL thickness was negatively associated with BMI for the CRWay group. Multivariate analyses showed that C/D ratio, BMI, participation in the CR lifestyle, and the interaction terms between these variables were significant in the model for predicting RNFL thickness and GCIPL thickness (all p-values<0.03). Conclusions: A chronic CR lifestyle shows a significant effect on ocular structures, deserving further investigation in a larger cohort and investigation into the mechanisms of action
EMBASE:621489731
ISSN: 1552-5783
CID: 3027662

Glaucoma severity associated with difficulty performing daily life tasks [Meeting Abstract]

Livengood, H; Baker, N; Wollstein, G; Ishikawa, H; Liu, M; Schuman, J S
Purpose: Task performance is affected by glaucomatous visual field loss. People often use a compensatory strategy singly or in combination to manage the effects of disease to perform daily life tasks. Yet, they may still have difficulty performing daily life tasks. This analysis of cross-sectional data explored the relationship between glaucoma severity and difficulty performing daily life tasks. Methods: We recruited community-dwelling adults aged 50 years and older with glaucoma, no other ocular comorbidities, who underwent full ophthalmic evaluation. We measured glaucoma severity (visual field mean deviation [MD]) and task difficulty (Assessment of Life Habits [LIFE-H]). LIFE-H assesses performance of daily life tasks, in particular task difficulty and use of compensatory strategy. Correlation analyses and logistic regression were conducted to evaluate the association between MD and task difficulty. Results: Subjects (n=87) on average were aged 60 years (range 50-89) and had early stage glaucoma (MD better-seeing eye [Median (Q1, Q3)],-2.45 dB [-4.28,-0.54]). Subjects reported difficulty performing daily life tasks even when they used a compensatory strategy: 48% reported difficulty when using an assistive device/adaptation, 89% reported difficulty when also receiving human assistance, 83% reported difficulty when using both an assistive device/adaptation and human assistance. MD had a negative relationship with task difficulty (Figure; Spearman rho=-0.37, p<0.01). For each 1 dB of worsening MD the odds of reporting difficulty performing daily life tasks increased 0.15 (OR=1.15, p<0.01; age-adjusted). Similar results were obtained with the worse-seeing eye. Conclusions: Our results indicate that task difficulty is related to glaucoma severity. As glaucoma progresses, clinicians need to be aware of its effect on performance of daily life tasks, suggesting consult with vision rehabilitation as disease deteriorates
EMBASE:621490270
ISSN: 1552-5783
CID: 3027642

Thick Prelaminar Tissue Decreases Lamina Cribrosa Visibility

Lucy, Katie A; Wang, Bo; Schuman, Joel S; Bilonick, Richard A; Ling, Yun; Kagemann, Larry; Sigal, Ian A; Grulkowski, Ireneusz; Liu, Jonathan J; Fujimoto, James G; Ishikawa, Hiroshi; Wollstein, Gadi
Purpose: Evaluation of the effect of prelaminar tissue thickness on visualization of the lamina cribrosa (LC) using optical coherence tomography (OCT). Methods: The optic nerve head (ONH) region was scanned using OCT. The quality of visible LC microstructure was assessed subjectively using a grading system and objectively by analyzing the signal intensity of each scan's superpixel components. Manual delineations were made separately and in 3-dimensions quantifying prelaminar tissue thickness, analyzable regions of LC microstructure, and regions with a visible anterior LC (ALC) boundary. A linear mixed effect model quantified the association between tissue thickness and LC visualization. Results: A total of 17 healthy, 27 glaucoma suspect, and 47 glaucomatous eyes were included. Scans with thicker average prelaminar tissue measurements received worse grading scores (P = 0.007), and superpixels with low signal intensity were associated significantly with regions beneath thick prelaminar tissue (P < 0.05). The average prelaminar tissue thickness in regions of scans where the LC was analyzable (214 mum) was significantly thinner than in regions where the LC was not analyzable (569 mum; P < 0.001). Healthy eyes had significantly thicker average prelaminar tissue measurements than glaucoma or glaucoma suspect eyes (both P < 0.001), and glaucoma suspect eyes had significantly thicker average prelaminar tissue measurements than glaucoma eyes (P = 0.008). Significantly more of the ALC boundary was visible in glaucoma eyes (63% of ONH) than in healthy eyes (41%; P = 0.005). Conclusions: Thick prelaminar tissue was associated with impaired visualization of the LC. Healthy subjects generally had thicker prelaminar tissue, which potentially could create a selection bias against healthy eyes when comparing LC structures.
PMCID:5361612
PMID: 28324116
ISSN: 0146-0404
CID: 2494492

Reply [Letter]

Schuman, Joel S; Ishikawa, Hiroshi; Wollstein, Gadi
PMID: 28219506
ISSN: 1549-4713
CID: 2458112

Signal Normalization Reduces Image Appearance Disparity Among Multiple Optical Coherence Tomography Devices

Chen, Chieh-Li; Ishikawa, Hiroshi; Wollstein, Gadi; Bilonick, Richard A; Kagemann, Larry; Schuman, Joel S
PURPOSE: To assess the effect of the previously reported optical coherence tomography (OCT) signal normalization method on reducing the discrepancies in image appearance among spectral-domain OCT (SD-OCT) devices. METHODS: Healthy eyes and eyes with various retinal pathologies were scanned at the macular region using similar volumetric scan patterns with at least two out of three SD-OCT devices at the same visit (Cirrus HD-OCT, Zeiss, Dublin, CA; RTVue, Optovue, Fremont, CA; and Spectralis, Heidelberg Engineering, Heidelberg, Germany). All the images were processed with the signal normalization. A set of images formed a questionnaire with 24 pairs of cross-sectional images from each eye with any combination of the three SD-OCT devices either both pre- or postsignal normalization. Observers were asked to evaluate the similarity of the two displayed images based on the image appearance. The effects on reducing the differences in image appearance before and after processing were analyzed. RESULTS: Twenty-nine researchers familiar with OCT images participated in the survey. Image similarity was significantly improved after signal normalization for all three combinations (P
PMCID:5338476
PMID: 28275528
ISSN: 2164-2591
CID: 2476322

Spatiotemporal analysis of structural changes of the lamina cribrosa

Girot, C; Ishikawa, H; Fishbaugh, J; Wollstein, G; Schuman, J; Gerig, G
Glaucoma, a progressive and degenerative disease of the optic nerve, is the second leading cause of blindness worldwide. Mechanical deformation of the lamina cribrosa (LC) under high intraocular pressure (IOP) can lead to axonal death of optic nerve fibers. To explore the effect of pressure on the LC, we utilize an experimental setup where longitudinal 3D optical coherence tomography (OCT) images are acquired at different levels of IOP administered via a well-controlled external force. Structural changes are measured via image deformations which map all observed images simultaneously into a common coordinate space. These deformations encode local patterns of structural and volume change across the image sequence, resulting in quantification of the spatiotemporal deformation pattern of the LC due to variation of pressure. We also describe a 3D segmentation algorithm to restrict our deformation analysis separately to the beams or pores of the LC. A single case study demonstrates the potential of the proposed methodology for non-invasive in-vivo analysis of LC dynamics in individual subjects
SCOPUS:85029796951
ISSN: 0302-9743
CID: 2733282

In-vivo effects of intraocular and intracranial pressures on the lamina cribrosa microstructure

Wang, Bo; Tran, Huong; Smith, Matthew A; Kostanyan, Tigran; Schmitt, Samantha E; Bilonick, Richard A; Jan, Ning-Jiun; Kagemann, Larry; Tyler-Kabara, Elizabeth C; Ishikawa, Hiroshi; Schuman, Joel S; Sigal, Ian A; Wollstein, Gadi
There is increasing clinical evidence that the eye is not only affected by intraocular pressure (IOP), but also by intracranial pressure (ICP). Both pressures meet at the optic nerve head of the eye, specifically the lamina cribrosa (LC). The LC is a collagenous meshwork through which all retinal ganglion cell axons pass on their way to the brain. Distortion of the LC causes a biological cascade leading to neuropathy and impaired vision in situations such as glaucoma and idiopathic intracranial hypertension. While the effect of IOP on the LC has been studied extensively, the coupled effects of IOP and ICP on the LC remain poorly understood. We investigated in-vivo the effects of IOP and ICP, controlled via cannulation of the eye and lateral ventricle in the brain, on the LC microstructure of anesthetized rhesus monkeys eyes using the Bioptigen spectral-domain optical coherence tomography (OCT) device (Research Triangle, NC). The animals were imaged with their head upright and the rest of their body lying prone on a surgical table. The LC was imaged at a variety of IOP/ICP combinations, and microstructural parameters, such as the thickness of the LC collagenous beams and diameter of the pores were analyzed. LC microstructure was confirmed by histology. We determined that LC microstructure deformed in response to both IOP and ICP changes, with significant interaction between the two. These findings emphasize the importance of considering both IOP and ICP when assessing optic nerve health.
PMCID:5697865
PMID: 29161320
ISSN: 1932-6203
CID: 2919442

What is a typical optic nerve head?

Voorhees, A P; Grimm, J L; Bilonick, R A; Kagemann, L; Ishikawa, H; Schuman, J S; Wollstein, G; Sigal, I A
Whereas it is known that elevated intraocular pressure (IOP) increases the risk of glaucoma, it is not known why optic nerve heads (ONHs) vary so much in sensitivity to IOP and how this sensitivity depends on the characteristics of the ONH such as tissue mechanical properties and geometry. It is often assumed that ONHs with uncommon or atypical sensitivity to IOP, high sensitivity in normal tension glaucoma or high robustness in ocular hypertension, also have atypical ONH characteristics. Here we address two specific questions quantitatively: Do atypical ONH characteristics necessarily lead to atypical biomechanical responses to elevated IOP? And, do typical biomechanical responses necessarily come from ONHs with typical characteristics. We generated 100,000 ONH numerical models with randomly selected values for the characteristics, all falling within literature ranges of normal ONHs. The models were solved to predict their biomechanical response to an increase in IOP. We classified ONH characteristics and biomechanical responses into typical or atypical using a percentile-based threshold, and calculated the fraction of ONHs for which the answers to the two questions were true and/or false. We then studied the effects of varying the percentile threshold. We found that when we classified the extreme 5% of individual ONH characteristics or responses as atypical, only 28% of ONHs with an atypical characteristic had an atypical response. Further, almost 29% of typical responses came from ONHs with at least one atypical characteristic. Thus, the answer to both questions is no. This answer held irrespective of the threshold for classifying typical or atypical. Our results challenge the assumption that ONHs with atypical sensitivity to IOP must have atypical characteristics. This finding suggests that the traditional approach of identifying risk factors by comparing characteristics between patient groups (e.g. ocular hypertensive vs. primary open angle glaucoma) may not be a sound strategy.
PMCID:4969131
PMID: 27339747
ISSN: 1096-0007
CID: 2216592