This proposal seeks to elucidate the structure-function relationships between visual field threshold sensitivity and the structural features of the retinal layers. The study will address which structural properties of the layers of the macula - obtained from three-dimensional image analysis of spectral domain optical coherence tomography (3-D OCT) - are associated with visual sensitivity, a measure of function. Specifically, we will investigate how structural measures of localized columnar regions of the macula, including layer thickness and texture, are associated with the threshold sensitivity of those macular columns measured at corresponding locations in the central 10 degrees with 10-2 perimetry. The project is driven by an important clinical problem - the poor reliability and reproducibility of the visual field as a measure of irreversible damage to the retinal ganglion cells and their axons in optic neuropathies including glaucoma. If the expected associations are confirmed by 3-D image analysis of spectral domain OCT of the macular layers, the new approach has the potential to become an objective and reproducible addition to the functional assessment of the status of damage. The overriding hypothesis motivating the proposed research is that macular visual sensitivity can be predicted from macular structure and texture properties as imaged and quantified by comprehensive analysis of 3-D spectral-domain OCT. We have identified the following specific aims:
Aim 1 : Refine and validate our existing method of segmenting retinal layers from 3-D spectral OCT images;derive global and focal structural indices, such as thickness and texture, of each retinal layer in the peripapillary and the macular regions of the retina in normal eyes and in eyes with central visual field damage from glaucoma and anterior ischemic optic neuropathy.
Aim 2 : Determine how the structural indices derived from the retinal ganglion cell and other intraretinal layers in the macula correlate with the thickness of the corresponding ganglion cell axons in the retinal nerve fiber layer. This will be demonstrated in normal eyes and in eyes with a wide range of macular sensitivity loss from glaucoma and anterior ischemic optic neuropathy.
Aim 3 : Model the structural-functional relationships in the macula by comparing and registering visual sensitivity at 68 locations (Humphrey 10-2 test averaged over 3 repeats) with their corresponding structural indices of the segmented layers. Derive a predictive model of function from structural properties of the macular layers in the same set of normal and damaged eyes used in Aim 2. The work will be performed in in-vivo acquired 3-D OCT images accompanied by visual field sensitivity test data from 30 normal, 5 glaucoma, and 20 unilateral anterior ischemic optic neuropathy subjects.

Public Health Relevance

Three dimensional spectral OCT imaging provides a wealth of information about the morphology and tissue characteristics of retinal layers. We propose to study structural and functional relationships of the macular intraretinal layers using this new 3-D OCT imaging device. This study has potentially important consequences for glaucoma, anterior ischemic neural neuropathy, and other retinal disease diagnosis and treatment.

Agency
National Institute of Health (NIH)
Institute
National Eye Institute (NEI)
Type
Research Project (R01)
Project #
5R01EY018853-02
Application #
7907703
Study Section
Biomedical Imaging Technology Study Section (BMIT)
Program Officer
Agarwal, Neeraj
Project Start
2009-09-01
Project End
2012-08-31
Budget Start
2010-09-01
Budget End
2011-08-31
Support Year
2
Fiscal Year
2010
Total Cost
$369,724
Indirect Cost
Name
University of Iowa
Department
Engineering (All Types)
Type
Schools of Engineering
DUNS #
062761671
City
Iowa City
State
IA
Country
United States
Zip Code
52242
Abramoff, Michael D; Fort, Patrice E; Han, Ian C et al. (2018) Approach for a Clinically Useful Comprehensive Classification of Vascular and Neural Aspects of Diabetic Retinal Disease. Invest Ophthalmol Vis Sci 59:519-527
Lynch, Stephanie K; Abràmoff, Michael D (2017) Diabetic retinopathy is a neurodegenerative disorder. Vision Res 139:101-107
Klein, Barbara E K; Johnson, Chris A; Meuer, Stacy M et al. (2017) Nerve Fiber Layer Thickness and Characteristics Associated with Glaucoma in Community Living Older Adults: Prelude to a Screening Trial? Ophthalmic Epidemiol 24:104-110
Guo, Zhihui; Kwon, Young H; Lee, Kyungmoo et al. (2017) Optical Coherence Tomography Analysis Based Prediction of Humphrey 24-2 Visual Field Thresholds in Patients With Glaucoma. Invest Ophthalmol Vis Sci 58:3975-3985
Miri, Mohammad Saleh; Robles, Victor A; Abràmoff, Michael D et al. (2017) Incorporation of gradient vector flow field in a multimodal graph-theoretic approach for segmenting the internal limiting membrane from glaucomatous optic nerve head-centered SD-OCT volumes. Comput Med Imaging Graph 55:87-94
Miri, Mohammad Saleh; Abràmoff, Michael D; Kwon, Young H et al. (2017) A machine-learning graph-based approach for 3D segmentation of Bruch's membrane opening from glaucomatous SD-OCT volumes. Med Image Anal 39:206-217
Lee, Kyungmoo; Buitendijk, Gabriëlle H S; Bogunovic, Hrvoje et al. (2016) Automated Segmentability Index for Layer Segmentation of Macular SD-OCT Images. Transl Vis Sci Technol 5:14
Kupersmith, Mark J; Garvin, Mona K; Wang, Jui-Kai et al. (2016) Retinal ganglion cell layer thinning within one month of presentation for optic neuritis. Mult Scler 22:641-8
Philip, Ana-Maria; Gerendas, Bianca S; Zhang, Li et al. (2016) Choroidal thickness maps from spectral domain and swept source optical coherence tomography: algorithmic versus ground truth annotation. Br J Ophthalmol 100:1372-6
Kupersmith, Mark J; Garvin, Mona K; Wang, Jui-Kai et al. (2016) Retinal Ganglion Cell Layer Thinning Within One Month of Presentation for Non-Arteritic Anterior Ischemic Optic Neuropathy. Invest Ophthalmol Vis Sci 57:3588-93

Showing the most recent 10 out of 71 publications