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Association of CAV1/CAV2 genomic variants with primary open-angle glaucoma overall and by gender and pattern of visual field loss

Loomis, Stephanie J; Kang, Jae H; Weinreb, Robert N; Yaspan, Brian L; Cooke Bailey, Jessica N; Gaasterland, Douglas; Gaasterland, Terry; Lee, Richard 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; Pasquale, Louis R; Wiggs, Janey L
PURPOSE: The CAV1/CAV2 (caveolin 1 and caveolin 2) genomic region previously was associated with primary open-angle glaucoma (POAG), although replication among independent studies has been variable. The aim of this study was to assess the association between CAV1/CAV2 single nucleotide polymorphisms (SNPs) and POAG in a large case-control dataset and to explore associations by gender and pattern of visual field (VF) loss further. DESIGN: Case-control study. PARTICIPANTS: We analyzed 2 large POAG data sets: the Glaucoma Genes and Environment (GLAUGEN) study (976 cases, 1140 controls) and the National Eye Institute Glaucoma Human Genetics Collaboration (NEIGHBOR) consortium (2132 cases, 2290 controls). METHODS: We studied the association between 70 SNPs located within the CAV1/CAV2 genomic region in the GLAUGEN and NEIGHBOR studies, both genotyped on the Illumina Human 660WQuadv1C BeadChip array and imputed with the Markov Chain Haplotyping algorithm using the HapMap 3 reference panel. We used logistic regression models of POAG in the overall population and separated by gender, as well as by POAG subtypes defined by type of VF defect (peripheral or paracentral). Results from GLAUGEN and NEIGHBOR were meta-analyzed, and a Bonferroni-corrected significance level of 7.7 x 10(-4) was used to account for multiple comparisons. MAIN OUTCOME MEASURES: Overall POAG, overall POAG by gender, and POAG subtypes defined by pattern of early VF loss. RESULTS: We found significant associations between 10 CAV1/CAV2 SNPs and POAG (top SNP, rs4236601; pooled P = 2.61 x 10(-7)). Of these, 9 were significant only in women (top SNP, rs4236601; pooled P = 1.59 x 10(-5)). Five of the 10 CAV1/CAV2 SNPs were associated with POAG with early paracentral VF (top SNP, rs17588172; pooled P = 1.07 x 10(-4)), and none of the 10 were associated with POAG with peripheral VF loss only or POAG among men. CONCLUSIONS: CAV1/CAV2 SNPs were associated significantly with POAG overall, particularly among women. Furthermore, we found an association between CAV1/CAV2 SNPs and POAG with paracentral VF defects. These data support a role for caveolin 1, caveolin 2, or both in POAG and suggest that the caveolins particularly may affect POAG pathogenesis in women and in patients with early paracentral VF defects.
PMCID:3937766
PMID: 24572674
ISSN: 1549-4713
CID: 1885042

Reproducibility of in-vivo OCT measured three-dimensional human lamina cribrosa microarchitecture

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: To determine the reproducibility of automated segmentation of the three-dimensional (3D) lamina cribrosa (LC) microarchitecture scanned in-vivo using optical coherence tomography (OCT). METHODS: Thirty-nine eyes (8 healthy, 19 glaucoma suspects and 12 glaucoma) from 49 subjects were scanned twice using swept-source (SS-) OCT in a 3.5x3.5x3.64 mm (400x400x896 pixels) volume centered on the optic nerve head, with the focus readjusted after each scan. The LC was automatically segmented and analyzed for microarchitectural parameters, including pore diameter, pore diameter standard deviation (SD), pore aspect ratio, pore area, beam thickness, beam thickness SD, and beam thickness to pore diameter ratio. Reproducibility of the parameters was assessed by computing the imprecision of the parameters between the scans. RESULTS: The automated segmentation demonstrated excellent reproducibility. All LC microarchitecture parameters had an imprecision of less or equal to 4.2%. There was little variability in imprecision with respect to diagnostic category, although the method tends to show higher imprecision amongst healthy subjects. CONCLUSION: The proposed automated segmentation of the LC demonstrated high reproducibility for 3D LC parameters. This segmentation analysis tool will be useful for in-vivo studies of the LC.
PMCID:3991692
PMID: 24747957
ISSN: 1932-6203
CID: 1885062

Gold nanorods as a contrast agent for Doppler optical coherence tomography

Wang, Bo; Kagemann, Larry; Schuman, Joel S; Ishikawa, Hiroshi; Bilonick, Richard A; Ling, Yun; Sigal, Ian A; Nadler, Zach; Francis, Andrew; Sandrian, Michelle G; Wollstein, Gadi
PURPOSE: To investigate gold nanorods (GNRs) as a contrast agent to enhance Doppler optical coherence tomography (OCT) imaging of the intrascleral aqueous humor outflow. METHODS: A serial dilution of GNRs was scanned with a spectral-domain OCT device (Bioptigen, Durham, NC) to visualize Doppler signal. Doppler measurements using GNRs were validated using a controlled flow system. To demonstrate an application of GNR enhanced Doppler, porcine eyes were perfused at constant pressure with mock aqueous alone or 1.0x10(12) GNR/mL mixed with mock aqueous. Twelve Doppler and volumetric SD-OCT scans were obtained from the limbus in a radial fashion incremented by 30 degrees , forming a circular scan pattern. Volumetric flow was computed by integrating flow inside non-connected vessels throughout all 12 scans around the limbus. RESULTS: At the GNR concentration of 0.7x10(12) GNRs/mL, Doppler signal was present through the entire depth of the testing tube without substantial attenuation. A well-defined laminar flow profile was observed for Doppler images of GNRs flowing through the glass capillary tube. The Doppler OCT measured flow profile was not statistically different from the expected flow profile based upon an autoregressive moving average model, with an error of -0.025 to 0.037 mm/s (p = 0.6435). Cross-sectional slices demonstrated the ability to view anterior chamber outflow ex-vivo using GNR-enhanced Doppler OCT. Doppler volumetric flow measurements were comparable to flow recorded by the perfusion system. CONCLUSIONS: GNRs created a measureable Doppler signal within otherwise silent flow fields in OCT Doppler scans. Practical application of this technique was confirmed in a constant pressure ex-vivo aqueous humor outflow model in porcine eyes.
PMCID:3940929
PMID: 24595044
ISSN: 1932-6203
CID: 1885072

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

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