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In vivo lamina cribrosa micro-architecture in healthy and glaucomatous eyes as assessed by optical coherence tomography

Wang, Bo; Nevins, Jessica E; Nadler, Zach; Wollstein, Gadi; Ishikawa, Hiroshi; Bilonick, Richard A; Kagemann, Larry; Sigal, Ian A; Grulkowski, Ireneusz; Liu, Jonathan J; Kraus, Martin; Lu, Chen D; Hornegger, Joachim; Fujimoto, James G; Schuman, Joel S
PURPOSE: The lamina cribrosa (LC) is a prime location of glaucomatous damage. The purpose of this study was to compare LC 3-dimensional micro-architecture between healthy and glaucomatous eyes in vivo by using optical coherence tomography (OCT). METHODS: Sixty-eight eyes (19 healthy and 49 glaucomatous) from 47 subjects were scanned in a 3.5 x 3.5 x 3.64-mm volume (400 x 400 x 896 pixels) at the optic nerve head by using swept-source OCT. The LC micro-architecture parameters were measured on the visible LC by an automated segmentation algorithm. The LC parameters were compared to diagnosis and visual field mean deviation (VF MD) by using a linear mixed effects model accounting for age. RESULTS: The average VF MD for the healthy and glaucomatous eyes was -0.50 +/- 0.80 dB and -7.84 +/- 8.75 dB, respectively. Beam thickness to pore diameter ratio (P = 0.04) and pore diameter standard deviation (P < 0.01) were increased in glaucomatous eyes. With worse MD, beam thickness to pore diameter ratio (P < 0.01), pore diameter standard deviation (P = 0.05), and beam thickness (P < 0.01) showed a statistically significant increase while pore diameter (P = 0.02) showed a significant decrease. There were no significant interactions between any of the parameters and age (all P > 0.05). CONCLUSIONS: Glaucomatous micro-architecture changes in the LC, detected by OCT analysis, reflect beams remodeling and axonal loss leading to reduction in pore size and increased pore size variability.
PMCID:3869422
PMID: 24302585
ISSN: 0146-0404
CID: 1885082

Signal normalization reduces systematic measurement differences between spectral-domain optical coherence tomography devices

Chen, Chieh-Li; Ishikawa, Hiroshi; Ling, Yun; Wollstein, Gadi; Bilonick, Richard A; Xu, Juan; Fujimoto, James G; Sigal, Ian A; Kagemann, Larry; Schuman, Joel S
PURPOSE: To test the effect of a novel signal normalization method for reducing systematic optical coherence tomography (OCT) measurement differences among multiple spectral-domain (SD) OCT devices. METHODS: A total of 109 eyes from 59 subjects were scanned with two SD-OCT devices (Cirrus and RTVue) at the same visit. Optical coherence tomography image data were normalized to match their signal characteristics between the devices. To compensate signal strength differences, custom high dynamic range (HDR) processing was also applied only to images with substantially lower signal strength. Global mean peripapillary retinal nerve fiber layer (RNFL) thicknesses were then measured automatically from all images using custom segmentation software and were compared to the original device outputs. Structural equation models were used to analyze the absolute RNFL thickness difference between original device outputs and our software outputs after signal normalization. RESULTS: The device-measured RNFL thickness showed a statistically significant difference between the two devices (mean absolute difference 10.58 mum, P < 0.05), while there was no significant difference after normalization on eyes with 62.4-mum or thicker RNFL (mean absolute difference 2.95 mum, P < 0.05). CONCLUSIONS: The signal normalization method successfully reduces the systematic difference in RNFL thickness measurements between two SD-OCT devices. Enabling direct comparison of RNFL thickness obtained from multiple devices would broaden the use of OCT technology in both clinical and research applications.
PMCID:4589142
PMID: 24114534
ISSN: 0146-0404
CID: 1885092

Imaging of the lamina cribrosa in glaucoma: perspectives of pathogenesis and clinical applications

Kim, Tae-Woo; Kagemann, Larry; Girard, Michael J A; Strouthidis, Nicholas G; Sung, Kyung Rim; Leung, Christopher K; Schuman, Joel S; Wollstein, Gadi
The lamina cribrosa (LC) is a sieve-like structure in the sclera where retinal ganglion cell axons exit from the eye. The LC has been known to play a critical role in the pathogenesis of glaucoma. With the advent of imaging technologies, such as enhanced depth imaging, spectral-domain optical coherence tomography (OCT) enables us to unveil the LC in vivo features. The application of adaptive optics technology and a compensatory image-processing algorithm has further improved the visualization of the beams and pores and neural pathways of the LC and the scleral insertion sites. Monitoring the changes of these structures in relation to acute and chronic elevation of intraocular pressure would be germane to decipher the relationship between the stress and strain response of the LC and optic nerve damage and improve our understanding of glaucoma pathophysiology. While the impact of investigating the integrity of LC is substantive, considerable challenges remain for imaging the LC. Nevertheless, with the rapid development of the OCT technology, it is expected that some of these limitations can be overcome and the potentials of LC imaging will be unraveled.
PMCID:5536835
PMID: 23768229
ISSN: 1460-2202
CID: 1885122

The NEIGHBOR consortium primary open-angle glaucoma genome-wide association study: rationale, study design, and clinical variables

Wiggs, Janey L; Hauser, Michael A; Abdrabou, Wael; Allingham, Robert Rand; Budenz, Donald L; Delbono, Elizabeth; Friedman, David S; Kang, Jae H; Gaasterland, Douglas; Gaasterland, Terry; Lee, Richard K; Lichter, Paul R; Loomis, Stephanie; Liu, Yutao; McCarty, Cathy; Medeiros, Felipe A; Moroi, Sayoko E; Olson, Lana M; Realini, Anthony; Richards, Julia E; Rozsa, Frank W; Schuman, Joel S; Singh, Kuldev; Stein, Joshua D; Vollrath, Douglas; Weinreb, Robert N; Wollstein, Gadi; Yaspan, Brian L; Yoneyama, Sachiko; Zack, Don; Zhang, Kang; Pericak-Vance, Margaret; Pasquale, Louis R; Haines, Jonathan L
Primary open-angle glaucoma (POAG) is a common disease with complex inheritance. The identification of genes predisposing to POAG is an important step toward the development of novel gene-based methods of diagnosis and treatment. Genome-wide association studies (GWAS) have successfully identified genes contributing to complex traits such as POAG however, such studies frequently require very large sample sizes, and thus, collaborations and consortia have been of critical importance for the GWAS approach. In this report we describe the formation of the NEIGHBOR consortium, the harmonized case control definitions used for a POAG GWAS, the clinical features of the cases and controls, and the rationale for the GWAS study design.
PMCID:3485429
PMID: 22828004
ISSN: 1536-481x
CID: 1885132

Estrogen pathway polymorphisms in relation to primary open angle glaucoma: an analysis accounting for gender from the United States

Pasquale, Louis R; Loomis, Stephanie J; Weinreb, Robert N; Kang, Jae H; Yaspan, Brian L; Bailey, Jessica Cooke; Gaasterland, Douglas; Gaasterland, Terry; Lee, Richard K; Scott, William K; Lichter, Paul R; Budenz, Donald L; Liu, Yutao; Realini, Tony; Friedman, David S; McCarty, Catherine A; Moroi, Sayoko E; Olson, Lana; Schuman, Joel S; Singh, Kuldev; Vollrath, Douglas; Wollstein, Gadi; Zack, Donald J; Brilliant, Murray; Sit, Arthur J; Christen, William G; Fingert, John; Kraft, Peter; Zhang, Kang; Allingham, R Rand; Pericak-Vance, Margaret A; Richards, Julia E; Hauser, Michael A; Haines, Jonathan L; Wiggs, Janey L
PURPOSE: Circulating estrogen levels are relevant in glaucoma phenotypic traits. We assessed the association between an estrogen metabolism single nucleotide polymorphism (SNP) panel in relation to primary open angle glaucoma (POAG), accounting for gender. METHODS: We included 3,108 POAG cases and 3,430 controls of both genders from the Glaucoma Genes and Environment (GLAUGEN) study and the National Eye Institute Glaucoma Human Genetics Collaboration (NEIGHBOR) consortium genotyped on the Illumina 660W-Quad platform. We assessed the relation between the SNP panels representative of estrogen metabolism and POAG using pathway- and gene-based approaches with the Pathway Analysis by Randomization Incorporating Structure (PARIS) software. PARIS executes a permutation algorithm to assess statistical significance relative to the pathways and genes of comparable genetic architecture. These analyses were performed using the meta-analyzed results from the GLAUGEN and NEIGHBOR data sets. We evaluated POAG overall as well as two subtypes of POAG defined as intraocular pressure (IOP) >/=22 mmHg (high-pressure glaucoma [HPG]) or IOP <22 mmHg (normal pressure glaucoma [NPG]) at diagnosis. We conducted these analyses for each gender separately and then jointly in men and women. RESULTS: Among women, the estrogen SNP pathway was associated with POAG overall (permuted p=0.006) and HPG (permuted p<0.001) but not NPG (permuted p=0.09). Interestingly, there was no relation between the estrogen SNP pathway and POAG when men were considered alone (permuted p>0.99). Among women, gene-based analyses revealed that the catechol-O-methyltransferase gene showed strong associations with HTG (permuted gene p
PMCID:3712669
PMID: 23869166
ISSN: 1090-0535
CID: 1885142

Individual A-scan signal normalization between two spectral domain optical coherence tomography devices

Chen, Chieh-Li; Ishikawa, Hiroshi; Wollstein, Gadi; Ling, Yun; Bilonick, Richard A; Kagemann, Larry; Sigal, Ian A; Schuman, Joel S
PURPOSE: We developed a method to normalize optical coherence tomography (OCT) signal profiles from two spectral-domain (SD) OCT devices so that the comparability between devices increases. METHODS: We scanned 21 eyes from 14 healthy and 7 glaucoma subjects with two SD-OCT devices on the same day, with equivalent cube scan patterns centered on the fovea (Cirrus HD-OCT and RTVue). Foveola positions were selected manually and used as the center for registration of the corresponding images. A-scan signals were sampled 1.8 mm from the foveola in the temporal, superior, nasal, and inferior quadrants. After oversampling and rescaling RTVue data along the Z-axis to match the corresponding Cirrus data format, speckle noise reduction and amplitude normalization were applied. For comparison between normalized A-scan profiles, mean absolute difference in amplitude in percentage was measured at each sampling point. As a reference, the mean absolute difference between two Cirrus scans on the same eye also was measured. RESULTS: The mean residual of the A-scan profile amplitude was reduced significantly after signal normalization (12.7% vs. 6.2%, P < 0.0001, paired t-test). All four quadrants also showed statistically significant reduction (all P < 0.0001). Mean absolute difference after normalization was smaller than the one between two Cirrus scans. No performance difference was detected between health and glaucomatous eyes. CONCLUSIONS: The reported signal normalization method successfully reduced the A-scan profile differences between two SD-OCT devices. This signal normalization processing may improve the direct comparability of OCT image analysis and measurement on various devices.
PMCID:3658265
PMID: 23611992
ISSN: 0146-0404
CID: 1885152

Detection of glaucoma progression by population and individual derived variability criteria

Folio, Lindsey S; Wollstein, Gadi; Kotowski, Jacek; Bilonick, Richard A; Ling, Yun; Ishikawa, Hiroshi; Kagemann, Larry; Schuman, Joel S
PURPOSE: Ocular imaging devices provide quantitative structural information that might improve glaucoma progression detection. This study examined scanning laser polarimetry (SLP) population-derived versus individual-derived cut-off criteria for detecting progression. METHODS: Forty-eight healthy, glaucoma suspect and glaucoma subjects, providing 76 eyes were used. All subjects had reliable visual field (VF) and SLP scans acquired at the same visits from >/=4 visits. VF progression was defined by guided progression analysis (GPA) and by the VF index. SLP measurements were analysed by fast mode (FM) GPA, compared with the population rate of progression, and extended mode (EM) GPA, compared with the individual variability. The agreement between progression detection methods was measured. RESULTS: Poor agreement was observed between progression defined by VF and FM and EM. The difference in temporal-superior-nasal-inferior-temporal (TSNIT) average rate of change between VF defined progressors and non-progressors for both FM (p=0.010) and EM (p=0.015) was statistically significant. CONCLUSIONS: There is poor agreement between VF and SLP progression regardless of the use of population derived or individual variability criteria. The best SLP progression detection method could not be ascertained, therefore, acquiring three SLP scans per visit is recommended.
PMCID:3721630
PMID: 23203702
ISSN: 1468-2079
CID: 1885162

CDKN2B-AS1 genotype-glaucoma feature correlations in primary open-angle glaucoma patients from the United States

Pasquale, Louis R; Loomis, Stephanie J; Kang, Jae H; Yaspan, Brian L; Abdrabou, Wael; Budenz, Donald L; Chen, Teresa C; Delbono, Elizabeth; Friedman, David S; Gaasterland, Douglas; Gaasterland, Terry; Grosskreutz, Cynthia L; Lee, Richard K; Lichter, Paul R; Liu, Yutao; McCarty, Catherine A; Moroi, Sayoko E; Olson, Lana M; Realini, Tony; Rhee, Douglas J; Schuman, Joel S; Singh, Kuldev; Vollrath, Douglas; Wollstein, Gadi; Zack, Donald J; Allingham, R Rand; Pericak-Vance, Margaret A; Weinreb, Robert N; Zhang, Kang; Hauser, Michael A; Richards, Julia E; Haines, Jonathan L; Wiggs, Janey L
PURPOSE: To assess the association between single nucleotide polymorphisms (SNPs) of the gene region containing cyclin-dependent kinase inhibitor 2B antisense noncoding RNA (CDKN2B-AS1) and glaucoma features among primary open-angle glaucoma (POAG) patients. DESIGN: Retrospective observational case series. METHODS: We studied associations between 10 CDKN2B-AS1 SNPs and glaucoma features among 976 POAG cases from the Glaucoma Genes and Environment (GLAUGEN) study and 1971 cases from the National Eye Institute Glaucoma Human Genetics Collaboration (NEIGHBOR) consortium. For each patient, we chose the feature from the eye with the higher value. We created cohort-specific multivariable models for glaucoma features and then meta-analyzed the results. RESULTS: For 9 of the 10 protective CDKN2B-AS1 SNPs with minor alleles associated with reduced disease risk (eg, the G allele at rs2157719), POAG patients carrying these minor alleles had smaller cup-to-disc ratio (0.05 units smaller per G allele at diagnosis; 95% CI: -0.08, -0.03; P = 6.23E-05) despite having higher intraocular pressure (IOP) (0.70 mm Hg higher per G allele at DNA collection; 95% CI: 0.40, 1.00; P = 5.45E-06). For the 1 adverse rs3217992 SNP with minor allele A associated with increased disease risk, POAG patients with A alleles had larger cup-to-disc ratio (0.05 units larger per A allele at diagnosis; 95% CI: 0.02, 0.07; P = 4.74E-04) despite having lower IOP (-0.57 mm Hg per A allele at DNA collection; 95% CI: -0.84, -0.29; P = 6.55E-05). CONCLUSION: Alleles of CDKN2B-AS1 SNPs, which influence risk of developing POAG, also modulate optic nerve degeneration among POAG patients, underscoring the role of CDKN2B-AS1 in POAG.
PMCID:3544983
PMID: 23111177
ISSN: 1879-1891
CID: 1885192

High dynamic range imaging concept-based signal enhancement method reduced the optical coherence tomography measurement variability

Ishikawa, Hiroshi; Chen, Chieh-Li; Wollstein, Gadi; Grimm, Jonathan L; Ling, Yun; Bilonick, Richard A; Sigal, Ian A; Kagemann, Larry; Schuman, Joel S
PURPOSE: To develop and test a novel signal enhancement method for optical coherence tomography (OCT) images based on the high dynamic range (HDR) imaging concept. METHODS: Three virtual channels, which represent low, medium, and high signal components, were produced for each OCT signal dataset. The dynamic range of each signal component was normalized to the full gray scale range. Finally, the three components were recombined into one image using various weights. Fourteen eyes of 14 healthy volunteers were scanned multiple times using time-domain (TD)-OCT before and while preventing blinking in order to produce a wide variety of signal strength (SS) images on the same eye scanned on the same day. For each eye, a pair of scans with the highest and lowest SS with successful retinal nerve fiber layer (RNFL) segmentation was selected to test the signal enhancement effect. In addition, spectral-domain (SD)-OCT images with poor signal qualities were also processed. RESULTS: Mean SS of good and poor quality scans were 9.0 +/- 1.1 and 4.4 +/- 0.9, respectively. TD-OCT RNFL thickness showed significant differences between good and poor quality scans on the same eye (mean difference 11.9 +/- 6.0 mum, P < 0.0001, paired t-test), while there was no significant difference after signal enhancement (1.7 +/- 6.2 mum, P = 0.33). However, HDR had weaker RNFL compensation effect on images with SS less than or equal to 4, while it maintained good compensation effect on images with SS greater than 4. Successful signal enhancement was also confirmed subjectively on SD-OCT images. CONCLUSION: The HDR imaging successfully restored OCT signal and image quality and reduced RNFL thickness differences due to variable signal level to the level within the expected measurement variability. This technique can be applied to both TD- and SD-OCT images.
PMCID:3562131
PMID: 23299477
ISSN: 0146-0404
CID: 1885212

Retinal nerve fiber layer atrophy is associated with visual field loss over time in glaucoma suspect and glaucomatous eyes

Sehi, Mitra; Zhang, Xinbo; Greenfield, David S; Chung, Yunsuk; Wollstein, Gadi; Francis, Brian A; Schuman, Joel S; Varma, Rohit; Huang, David
PURPOSE: To compare prospectively detection of progressive retinal nerve fiber layer thickness (RNFL) atrophy identified using time-domain optical coherence tomography with visual field progression using standard automated perimetry in glaucoma suspect and preperimetric glaucoma patients or perimetric glaucoma patients. DESIGN: Prospective, longitudinal clinical trial. METHODS: Eligible eyes with 2 years or more of follow-up underwent time-domain optical coherence tomography and standard automated perimetry every 6 months. The occurrence of visual field progression was defined as the first follow-up visit reaching a significant (P < .05) negative visual field index slope over time. RNFL progression or improvement was defined as a significant negative or positive slope over time, respectively. Specificity was defined as the number of eyes with neither progression nor improvement, divided by the number of eyes without progression. Cox proportional hazard ratios were calculated using univariate and multivariate models with RNFL loss as a time-dependent covariate. RESULTS: Three hundred ten glaucoma suspect and preperimetric glaucoma eyes and 177 perimetric glaucoma eyes were included. Eighty-nine eyes showed visual field progression and 101 eyes showed RNFL progression. The average time to detect visual field progression in those 89 eyes was 35 +/- 13 months, and the average time to detect RNFL progression in those 101 eyes was 36 +/- 13 months. In multivariate Cox models, average and superior RNFL losses were associated with subsequent visual field index loss in the entire cohort (every 10-mum loss; hazard ratio, 1.38; P = .03; hazard ratio, 1.20; P = .01; respectively). Among the entire cohort of 487 eyes, 42 had significant visual field index improvement and 55 had significant RNFL improvement (specificity, 91.4% and 88.7%, respectively). CONCLUSIONS: Structural progression is associated with functional progression in glaucoma suspect and glaucomatous eyes. Average and superior RNFL thickness may predict subsequent standard automated perimetry loss.
PMCID:3525739
PMID: 23036570
ISSN: 1879-1891
CID: 1885222