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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
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
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
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
Structural and Functional Evaluations for the Early Detection of Glaucoma
Lucy, Katie A; Wollstein, Gadi
The early detection of glaucoma is imperative in order to preserve functional vision. Structural and functional methods are utilized to detect and monitor glaucomatous damage and the vision loss it causes. The relationship between these detection measures is complex and differs between individuals, especially in early glaucoma. Using both measures together is advised in order to ensure the highest probability of glaucoma detection, and new testing methods are continuously developed with the goals of earlier disease detection and improvement of disease monitoring. The purpose of this review is to explore the relationship between structural and functional glaucoma detection and discuss important technological advances for early glaucoma detection.
PMCID:5464747
PMID: 28603546
ISSN: 1746-9899
CID: 2593532
Lamina cribrosa pore tortuosity in healthy and glaucomatous eyes [Meeting Abstract]
Wang, Bo; Lucy, Katie; Schuman, Joel S.; Sigal, Ian A.; Bilonick, Richard Anthony; Lu, Chen D.; Ishikawa, Hiroshi; Kagemann, Larry; Fujimoto, James G.; Wollstein, Gadi
ISI:000394210604033
ISSN: 0146-0404
CID: 4365202
IMAGING WITH MULTIMODAL ADAPTIVE-OPTICS OPTICAL COHERENCE TOMOGRAPHY IN MULTIPLE EVANESCENT WHITE DOT SYNDROME: THE STRUCTURE AND FUNCTIONAL RELATIONSHIP
Labriola, Leanne T; Legarreta, Andrew D; Legarreta, John E; Nadler, Zach; Gallagher, Denise; Hammer, Daniel X; Ferguson, R Daniel; Iftimia, Nicusor; Wollstein, Gadi; Schuman, Joel S
PURPOSE: To elucidate the location of pathological changes in multiple evanescent white dot syndrome (MEWDS) with the use of multimodal adaptive optics (AO) imaging. METHODS: A 5-year observational case study of a 24-year-old female with recurrent MEWDS. Full examination included history, Snellen chart visual acuity, pupil assessment, intraocular pressures, slit lamp evaluation, dilated fundoscopic exam, imaging with Fourier-domain optical coherence tomography (FD-OCT), blue-light fundus autofluorescence (FAF), fundus photography, fluorescein angiography, and adaptive-optics optical coherence tomography. RESULTS: Three distinct acute episodes of MEWDS occurred during the period of follow-up. Fourier-domain optical coherence tomography and adaptive-optics imaging showed disturbance in the photoreceptor outer segments (PR OS) in the posterior pole with each flare. The degree of disturbance at the photoreceptor level corresponded to size and extent of the visual field changes. All findings were transient with delineation of the photoreceptor recovery from the outer edges of the lesion inward. Hyperautofluorescence was seen during acute flares. Increase in choroidal thickness did occur with each active flare but resolved. CONCLUSION: Although changes in the choroid and RPE can be observed in MEWDS, Fourier-domain optical coherence tomography, and multimodal adaptive optics imaging localized the visually significant changes seen in this disease at the level of the photoreceptors. These transient retinal changes specifically occur at the level of the inner segment ellipsoid and OS/RPE line. En face optical coherence tomography imaging provides a detailed, yet noninvasive method for following the convalescence of MEWDS and provides insight into the structural and functional relationship of this transient inflammatory retinal disease.
PMCID:4935660
PMID: 26735319
ISSN: 1935-1089
CID: 2297732
In-vivo Modulation of Intraocular and Intracranial Pressures Causes Nonlinear and Non-monotonic Deformations of The Lamina Cribrosa [Meeting Abstract]
Huong Tran; Voorhees, Andrew P.; Wang, Bo; Jan, Ning-Jiun; Tyler-Kabara, Elizabeth; Kagemann, Larry; Ishikawa, Hiroshi; Schuman, Joel S.; Smith, Matthew A.; Wollstein, Gadi; Sigal, Ian A.
ISI:000394210202363
ISSN: 0146-0404
CID: 4365082
Collagen crimp waviness, tortuosity and period have different patterns around the eye [Meeting Abstract]
Hu, Danielle; Jan, Ning-Jiun; Iasella, Michael; Huong Tran; Ling, Yun; Schuman, Joel S.; Judisch, Alexandra; Voorhees, Andrew P.; Wollstein, Gadi; Sigal, Ian A.
ISI:000394210202365
ISSN: 0146-0404
CID: 4365102