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Predicting Development of Glaucomatous Visual Field Conversion Using Baseline Fourier-Domain Optical Coherence Tomography
Zhang, Xinbo; Loewen, Nils; Tan, Ou; Greenfield, David S; Schuman, Joel S; Varma, Rohit; Huang, David; [Wollstein, Gadi]
PURPOSE: To predict the development of glaucomatous visual field (VF) defects using Fourier-domain optical coherence tomography (FD-OCT) measurements at baseline visit. DESIGN: Multi-center longitudinal observational study. Glaucoma suspects and pre-perimetric glaucoma participants in the Advanced Imaging for Glaucoma Study. METHODS: The optic disc, the peripapillary retinal nerve fiber layer (NFL), and macular ganglion cell complex (GCC) were imaged with FD-OCT VF was assessed every 6 months. Conversion to perimetric glaucoma was defined by VF pattern standard deviation (PSD) or glaucoma hemifield test (GHT) outside normal limits on 3 consecutive tests. Hazard ratios were calculated with the Cox proportional hazard model. Predictive accuracy was measured by the area under the receiver-operating-characteristic curve (AUC). RESULTS: Of 513 eyes (309 participants), 55 eyes (46 participants) experienced VF conversion during 41 +/- 23 months of follow-up. Significant (p<0.05, Cox regression) FD-OCT risk factors included all GCC, NFL, and disc variables, except for horizontal cup-to-disc ratio. GCC focal loss volume (FLV) was the best single predictor of conversion (AUC=0.753, p<0.001 for test against AUC = 0.5). Those with borderline or abnormal GCC-FLV had a 4-fold increase in conversion risk after 6 years (Kaplan-Meier). Optimal prediction of conversion was obtained using the glaucoma composite conversion index (GCCI) based on a multivariate Cox regression model that included GCC-FLV, inferior NFL quadrant thickness, age, and VF PSD. GCCI significantly improved predictive accuracy (AUC=0.783) over any single variable (p=0.04). CONCLUSIONS: Reductions in NFL and GCC thickness can predict the development of glaucomatous VF loss in glaucoma suspects and pre-perimetric glaucoma patients.
PMCID:4769942
PMID: 26627918
ISSN: 1879-1891
CID: 2297942
A Porcine Anterior Segment Perfusion and Transduction Model With Direct Visualization of the Trabecular Meshwork
Loewen, Ralitsa T; Roy, Pritha; Park, Daniel B; Jensen, Adrianna; Scott, Gordon; Cohen-Karni, Devora; Fautsch, Michael P; Schuman, Joel S; Loewen, Nils A
PURPOSE/OBJECTIVE:To establish a consistent and affordable, high quality porcine anterior segment perfusion and transduction model that allows direct visualization of the trabecular meshwork. METHODS:Porcine anterior segments were cultured within 2 hours of death by removing lens and uvea and securing in a specially designed petri dish with a thin bottom to allow direct visualization of the trabecular meshwork with minimal distortion. Twenty-two control eyes (CO) with a constant flow rate were compared to eight gravity perfused eyes (COgr, 15 mm Hg). We established gene delivery to the TM using eGFP expressing feline immunodeficiency virus (FIV) vector GINSIN at 108 transducing units (TU) per eye (GINSIN_8, n = 8) and 107 TU (GINSIN_7, n = 8). Expression was assessed for 14 days before histology was obtained. RESULTS:Pig eyes were a reliable source for consistent and high quality anterior segment cultures with a low failure rate of 12%. Control eyes had an intraocular pressure (IOP) of 15.8 ± 1.9 mm Hg at fixed pump perfusion with 3 μL/min compared to gravity perfused COgr with imputed 3.7 ± 1.6 μL/min. Vector GINSIN_8 eyes experienced a transient posttransduction IOP increase of 44% that resolved at 48 hours; this was not observed in GINSIN_7 eyes. Expression was higher in GINSIN_8 than in GINSIN_7 eyes. Trabecular meshwork architecture was well preserved. CONCLUSIONS:Compared with previously used human donor eyes, this inexpensive porcine anterior segment perfusion model is of sufficient, repeatable high quality to develop strategies of TM bioengineering. Trabecular meshwork could be observed directly. Despite significant anatomic differences, effects of transduction replicate the main aspects of previously explored human, feline and rodent models.
PMCID:4811178
PMID: 27002293
ISSN: 1552-5783
CID: 4364912
Genome-wide association analysis identifies TXNRD2, ATXN2 and FOXC1 as susceptibility loci for primary open-angle glaucoma
Bailey, Jessica N Cooke; Loomis, Stephanie J; Kang, Jae H; Allingham, R Rand; Gharahkhani, Puya; Khor, Chiea Chuen; Burdon, Kathryn P; Aschard, Hugues; Chasman, Daniel I; Igo, Robert P Jr; Hysi, Pirro G; Glastonbury, Craig A; Ashley-Koch, Allison; Brilliant, Murray; Brown, Andrew A; Budenz, Donald L; Buil, Alfonso; Cheng, Ching-Yu; Choi, Hyon; Christen, William G; Curhan, Gary; De Vivo, Immaculata; Fingert, John H; Foster, Paul J; Fuchs, Charles; Gaasterland, Douglas; Gaasterland, Terry; Hewitt, Alex W; Hu, Frank; Hunter, David J; Khawaja, Anthony P; Lee, Richard K; Li, Zheng; Lichter, Paul R; Mackey, David A; McGuffin, Peter; Mitchell, Paul; Moroi, Sayoko E; Perera, Shamira A; Pepper, Keating W; Qi, Qibin; Realini, Tony; Richards, Julia E; Ridker, Paul M; Rimm, Eric; Ritch, Robert; Ritchie, Marylyn; Schuman, Joel S; Scott, William K; Singh, Kuldev; Sit, Arthur J; Song, Yeunjoo E; Tamimi, Rulla M; Topouzis, Fotis; Viswanathan, Ananth C; Verma, Shefali Setia; Vollrath, Douglas; Wang, Jie Jin; Weisschuh, Nicole; Wissinger, Bernd; Wollstein, Gadi; Wong, Tien Y; Yaspan, Brian L; Zack, Donald J; Zhang, Kang; Study, Epic-Norfolk Eye; Weinreb, Robert N; Pericak-Vance, Margaret A; Small, Kerrin; Hammond, Christopher J; Aung, Tin; Liu, Yutao; Vithana, Eranga N; MacGregor, Stuart; Craig, Jamie E; Kraft, Peter; Howell, Gareth; Hauser, Michael A; Pasquale, Louis R; Haines, Jonathan L; Wiggs, Janey L
Primary open-angle glaucoma (POAG) is a leading cause of blindness worldwide. To identify new susceptibility loci, we performed meta-analysis on genome-wide association study (GWAS) results from eight independent studies from the United States (3,853 cases and 33,480 controls) and investigated the most significantly associated SNPs in two Australian studies (1,252 cases and 2,592 controls), three European studies (875 cases and 4,107 controls) and a Singaporean Chinese study (1,037 cases and 2,543 controls). A meta-analysis of the top SNPs identified three new associated loci: rs35934224[T] in TXNRD2 (odds ratio (OR) = 0.78, P = 4.05 x 10(-11)) encoding a mitochondrial protein required for redox homeostasis; rs7137828[T] in ATXN2 (OR = 1.17, P = 8.73 x 10(-10)); and rs2745572[A] upstream of FOXC1 (OR = 1.17, P = 1.76 x 10(-10)). Using RT-PCR and immunohistochemistry, we show TXNRD2 and ATXN2 expression in retinal ganglion cells and the optic nerve head. These results identify new pathways underlying POAG susceptibility and suggest new targets for preventative therapies.
PMCID:4731307
PMID: 26752265
ISSN: 1546-1718
CID: 2009762
A Problem of Proportions in OCT-Based Morphometry and a Proposed Solution [Letter]
Sigal, Ian A; Schuman, Joel S; Ishikawa, Hiroshi; Kagemann, Larry; Wollstein, Gadi
PMCID:4758297
PMID: 26868751
ISSN: 0146-0404
CID: 2216602
Top-down influence on the visual cortex of the blind during sensory substitution
Murphy, Matthew C; Nau, Amy C; Fisher, Christopher; Kim, Seong-Gi; Schuman, Joel S; Chan, Kevin C
Visual sensory substitution devices provide a non-surgical and flexible approach to vision rehabilitation in the blind. These devices convert images taken by a camera into cross-modal sensory signals that are presented as a surrogate for direct visual input. While previous work has demonstrated that the visual cortex of blind subjects is recruited during sensory substitution, the cognitive basis of this activation remains incompletely understood. To test the hypothesis that top-down input provides a significant contribution to this activation, we performed functional MRI scanning in 11 blind (7 acquired and 4 congenital) and 11 sighted subjects under two conditions: passive listening of image-encoded soundscapes before sensory substitution training and active interpretation of the same auditory sensory substitution signals after a 10-minute training session. We found that the modulation of visual cortex activity due to active interpretation was significantly stronger in the blind over sighted subjects. In addition, congenitally blind subjects showed stronger task-induced modulation in the visual cortex than acquired blind subjects. In a parallel experiment, we scanned 18 blind (11 acquired and 7 congenital) and 18 sighted subjects at rest to investigate alterations in functional connectivity due to visual deprivation. The results demonstrated that visual cortex connectivity of the blind shifted away from sensory networks and toward known areas of top-down input. Taken together, our data support the model of the brain, including the visual system, as a highly flexible task-based and not sensory-based machine.
PMCID:5536833
PMID: 26584776
ISSN: 1095-9572
CID: 1884672
Trabecular meshwork stem cells regenerate laser-damaged TM tissue and reduce intraocular pressure. [Meeting Abstract]
Du, Y; Yun, H; Zhou, Y; Schuman, JS
ISI:000396047200756
ISSN: 1939-4586
CID: 2507202
Virtual Averaging Making Nonframe-Averaged Optical Coherence Tomography Images Comparable to Frame-Averaged Images
Chen, Chieh-Li; Ishikawa, Hiroshi; Wollstein, Gadi; Bilonick, Richard A; Kagemann, Larry; Schuman, Joel S
PURPOSE: Developing a novel image enhancement method so that nonframe-averaged optical coherence tomography (OCT) images become comparable to active eye-tracking frame-averaged OCT images. METHODS: Twenty-one eyes of 21 healthy volunteers were scanned with noneye-tracking nonframe-averaged OCT device and active eye-tracking frame-averaged OCT device. Virtual averaging was applied to nonframe-averaged images with voxel resampling and adding amplitude deviation with 15-time repetitions. Signal-to-noise (SNR), contrast-to-noise ratios (CNR), and the distance between the end of visible nasal retinal nerve fiber layer (RNFL) and the foveola were assessed to evaluate the image enhancement effect and retinal layer visibility. Retinal thicknesses before and after processing were also measured. RESULTS: All virtual-averaged nonframe-averaged images showed notable improvement and clear resemblance to active eye-tracking frame-averaged images. Signal-to-noise and CNR were significantly improved (SNR: 30.5 vs. 47.6 dB, CNR: 4.4 vs. 6.4 dB, original versus processed, P < 0.0001, paired t-test). The distance between the end of visible nasal RNFL and the foveola was significantly different before (681.4 vs. 446.5 mum, Cirrus versus Spectralis, P < 0.0001) but not after processing (442.9 vs. 446.5 mum, P = 0.76). Sectoral macular total retinal and circumpapillary RNFL thicknesses showed systematic differences between Cirrus and Spectralis that became not significant after processing. CONCLUSION: The virtual averaging method successfully improved nontracking nonframe-averaged OCT image quality and made the images comparable to active eye-tracking frame-averaged OCT images. TRANSLATIONAL RELEVANCE: Virtual averaging may enable detailed retinal structure studies on images acquired using a mixture of nonframe-averaged and frame-averaged OCT devices without concerning about systematic differences in both qualitative and quantitative aspects.
PMCID:4727524
PMID: 26835180
ISSN: 2164-2591
CID: 2216612
Coarsened Exact Matching of Phaco-Trabectome to Trabectome in Phakic Patients: Lack of Additional Pressure Reduction from Phacoemulsification
Parikh, Hardik A; Bussel, Igor I; Schuman, Joel S; Brown, Eric N; Loewen, Nils A
PURPOSE/OBJECTIVE:To compare intraocular pressure (IOP) after trabectome-mediated ab interno trabeculectomy surgery in phakic patients (T) and trabectome with same session phacoemulsification (PT) using Coarsened Exact Matching. Although phacoemulsification is associated with IOP reduction when performed on its own, it is not known how much it contributes in PT. METHODS:Subjects were divided into phakic T and PT. Exclusion criteria were follow-up for <12 months and additional glaucoma surgery. Demographics were compared by the Mann-Whitney U test and chi-squared test for continuous and categorical variables, respectively. Multiple imputation was utilized to avoid eliminating data with missing values. Groups were then matched using Coarsened Exact Matching based on age, race, type of glaucoma, baseline IOP, and number of preoperative glaucoma medications. Univariate linear regression was used to examine IOP reduction after surgery; those variables that were statistically significant were included in the final multivariate regression model. RESULTS:A total of 753 cases were included (T: 255, PT: 498). When all variables except for age were kept constant, there was an additional IOP reduction of 0.05±0.01 mmHg conferred for every yearly increment in age. Every 1 mmHg increase in baseline IOP correlated to an additional IOP reduction of 0.80±0.02 mmHg. Phacoemulsification was not found to be a statistically significant contributor to IOP when comparing T and PT (p≥0.05). T had a 21% IOP reduction to 15.9±3.5 mmHg (p<0.01) while PT had an 18% reduction to 15.5±3.6 mmHg (p<0.01). Number of medications decreased (p<0.01) in both groups from 2.4±1.2 to 1.9±1.3 and from 2.3±1.1 to 1.7±1.3, respectively. CONCLUSION/CONCLUSIONS:Phacoemulsification does not make a significant contribution to postoperative IOP or number of medications when combined with trabectome surgery in phakic patients.
PMCID:4760733
PMID: 26895293
ISSN: 1932-6203
CID: 4364872
High-resolution mapping of in-vivo stretch and compression of the lamina cribrosa in response to acute changes in intraocular and/or intracranial pressures [Meeting Abstract]
Sigal, Ian A.; Judisch, Alexandra; Huong Tran; Wang, Bo; Smith, Matthew A.; Kagemann, Larry; Ishikawa, Hiroshi; Tyler-Kabara, Elizabeth; Schuman, Joel S.; Wollstein, Gadi
ISI:000394210603402
ISSN: 0146-0404
CID: 4365182
Glaucoma Progression Detection at the Preperimetric Stage Through the Combination of Structural and Functional Information [Meeting Abstract]
Lucy, Katie; Wollstein, Gadi; Ishikawa, Hiroshi; Kagemann, Larry; Schuman, Joel S.
ISI:000394210603386
ISSN: 0146-0404
CID: 4365172