Dataset Information

Applicability of automatic spectral domain optical coherence tomography for glaucoma mass screening.

ABSTRACT:

Purpose

To perform a preliminary evaluation of the applicability of automatic spectral domain optical coherence tomography (ASD-OCT) for glaucoma mass screening in a population-based setting.

Methods

Information using ASD-OCT (thicknesses of the macular retinal nerve fiber layer [mRNFL], disc retinal nerve fiber layer [dRNFL], ganglion cell layer [GCL] + inner plexiform layer [IPL]; GCL+, and ganglion cell complex [GCL + IPL + RNFL; GCL++]) was obtained from 245 eyes of 123 glaucomatous subjects and 1,454 eyes of 727 normal subjects. For all four measurements, each grid was scored as follows: 2= within 95% of the normal database; 1= within 5%; and 0= within 1%. The sums of each grid (mRNFLs, dRNFLs, GCL+s, and GCL++s) were used as indicators. The effectiveness was estimated by the area under the receiver operating characteristic curve (AUC-ROC). The appropriate algorithm was then applied to 10,145 eyes of 5,088 subjects from the general population (mean age: 50.1±10.3 years).

Results

AUC-ROC of mRNFLs, dRNFLs, GCL+s, and GCL++s was 0.927 (95% confidence interval [CI] =0.903-0.950), 0.919 (95% CI =0.899-0.940), 0.972 (95% CI =0.958-0.986), and 0.972 (95% CI =0.957-0.986), respectively. The discriminant analysis demonstrated that the canonical correlation coefficients of mRNFLs, dRNFLs, GCL+s, and dGCL++s were 0.07, 0.255, 0.661, and 0.207, respectively. AUC-ROC of the discriminant value was 0.971 (95% CI =0.956-0.986). The sensitivity/specificity using GCL+s (cutoff =160) was 81.6%/99.9%. This algorithm was applied to the general population, and 1,658 eyes (16.3%) were found to be positive for glaucoma.

Conclusion

In the case-control setting, ASD-OCT showed a relatively high performance, and the thickness of the GCL + IPL was the best predictor. However, further prospective studies are needed, in which the results of this study are compared to the general population, because the false-positive rate of glaucoma seems to be high.

SUBMITTER: Nakano T

PROVIDER: S-EPMC5207442 | biostudies-literature | 2017

REPOSITORIES: biostudies-literature

ACCESS DATA

Publications

Applicability of automatic spectral domain optical coherence tomography for glaucoma mass screening.

Nakano Tadashi T Hayashi Takeshi T Nakagawa Toru T Honda Toru T Owada Satoshi S Endo Hitoshi H Tatemichi Masayuki M

Clinical ophthalmology (Auckland, N.Z.) 20161229

<h4>Purpose</h4>To perform a preliminary evaluation of the applicability of automatic spectral domain optical coherence tomography (ASD-OCT) for glaucoma mass screening in a population-based setting.<h4>Methods</h4>Information using ASD-OCT (thicknesses of the macular retinal nerve fiber layer [mRNFL], disc retinal nerve fiber layer [dRNFL], ganglion cell layer [GCL] + inner plexiform layer [IPL]; GCL+, and ganglion cell complex [GCL + IPL + RNFL; GCL++]) was obtained from 245 eyes of 123 glauco ...[more]

PMID: 28096653

Similar Datasets

Project description:PurposeTo measure choroidal thickness and to determine parameters associated with it.DesignCross-sectional study.ParticipantsSeventy-four glaucoma patients and glaucoma suspects.MethodsSpectral domain optical coherence tomography (SD-OCT) scans were obtained to estimate average choroidal thickness in a group of glaucoma suspects and glaucoma patients. The average thickness was calculated from enhanced depth SD-OCT images and manually analyzed with Image J software. Open-angle glaucoma, open-angle glaucoma suspect, primary angle-closure glaucoma, primary angle closure, and primary angle-closure suspect were defined by published criteria. Glaucoma suspects had normal visual fields bilaterally. Glaucoma was defined by specific criteria for optic disc damage and visual field loss in ?1 eye. The most affected eye was analyzed for comparisons across individuals, and right/left and upper half/lower half comparisons were made to compare thickness against degree of visual field damage.Main outcome measuresAverage macular and peripapillary choroidal thickness measured using SD-OCT.ResultsThe choroidal-scleral interface was visualized in 86% and 96% of the macular and peripapillary scans, respectively. In multivariable linear regression analysis, the macular choroid was significantly thinner in association with 4 features: Longer eyes (22 ?m per mm longer [95% confidence interval (CI), -33, -11]), older individuals (31 ?m thinner per decade older [95% CI, -44, -17]), lower diastolic ocular perfusion pressure (26 ?m thinner per 10 mmHg lower [95% CI, 8, 44]), and thicker central corneas (6 ?m per 10 ?m thicker cornea [95% CI, -10, 0]). The choroid was not significantly thinner in glaucoma patients than in suspects (14 ?m [95% CI, -54, 26]; P = 0.5). Peripapillary choroidal thickness was not significantly different between glaucoma and suspect patients. Thickness was not associated with damage severity as estimated by visual field mean deviation or nerve fiber layer thickness, including comparisons of right with left eye or upper with lower values.ConclusionsAge, axial length, CCT, and diastolic ocular perfusion pressure are significantly associated with choroidal thickness in glaucoma suspects and glaucoma patients. Degree of glaucoma damage was not consistently associated with choroidal thickness.Financial disclosure(s)Proprietary or commercial disclosure may be found after the references.

Dataset Information

Applicability of automatic spectral domain optical coherence tomography for glaucoma mass screening.

Purpose

Methods

Results

Conclusion

Publications

Applicability of automatic spectral domain optical coherence tomography for glaucoma mass screening.

Similar Datasets

OmicsDI is part of the ELIXIR infrastructure

Tweets