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Logo of nihpaAbout Author manuscriptsSubmit a manuscriptHHS Public Access; Author Manuscript; Accepted for publication in peer reviewed journal;
Invest Ophthalmol Vis Sci. Author manuscript; available in PMC 2008 November 5.
Published in final edited form as:
PMCID: PMC2579900

ABCA4-associated retinal degenerations spare structure and function of the human parapapillary retina



To study the parapapillary retinal region in patients with ABCA4-associated retinal degenerations.


Patients with Stargardt disease or cone-rod dystrophy and disease-causing variants in the ABCA4 gene were included. Fixation location was determined under fundus visualization and central cone-mediated vision was measured. Intensity and texture abnormalities of autofluorescence (AF) images were quantified. Parapapillary retina of an eye donor with ungenotyped Stargardt disease was examined microscopically.


AF images ranged from normal, to spatially homogenous abnormal increase of intensity, to spatially heterogenous speckled pattern, to variably sized patches of low intensity. A parapapillary ring of normal-appearing AF was visible at all disease stages. Quantitative analysis of the intensity and texture properties of AF images showed the preserved region to be an annulus, at least 0.6 mm wide, surrounding the optic nerve head. A similar region of relatively preserved photoreceptor nuclei was apparent in the donor retina. In patients with foveal fixation, there was better cone sensitivity at a parapapillary locus in the nasal retina compared to the same eccentricity in the temporal retina. In patients with eccentric fixation, ~30% had a preferred retinal locus in the parapapillary retina.


Human retinal degenerations caused by ABCA4 mutations spare the structure of retina and RPE in a circular parapapillary region which commonly serves as the preferred fixation locus when central vision is lost. The retina between fovea and optic nerve head could serve as a convenient, accessible and informative region for structural and functional studies to determine natural history or outcome of therapy in ABCA4-associated disease.

Keywords: Image analysis, macular degeneration, optic nerve head, retinal degeneration, retinal pigment epithelium

ABCA4 gene encodes the ABCR protein (also known as Rim protein) localized to rod and cone photoreceptor outer segments15. Evidence to date supports the involvement of ABCR in the active transport of a complex of all-trans-retinal and phosphatidylethanolamine68. Mutations in ABCA4 cause autosomal recessive forms of retinal degeneration (RD) that are associated with varied fundus appearance, wide-ranging disease severity and a diverse set of clinical diagnoses917. The single common phenotypic feature reported in the vast majority of patients with ABCA4-associated RD (ABCA4-RD) is the involvement of the maculae.g.2,9–17 with very rare exceptions13.

The detailed natural history of spatio-temporal disease progression in ABCA4-RD is not known. Based on the predominant involvement of the macula in ABCA4-RD and effects on the peripheral retina in a subset of those patients, it is parsimonious to hypothesize a generalized central to peripheral (centrifugal) expansion of the retinal degeneration with age in most patients. Studies in Stargardt disease (STGD) of unknown genotype have commonly provided evidence for a centrifugal expansion of the degeneration1821 sometimes sparing the fovea or the foveola2123. Stages of ABCA4-RD disease observed in cross-sectional studies have been generally consistent with the centrifugal expansion hypothesis11,1517. Some reports in STGD, however, have shown a retinal region encircling the optic nerve which may be protected from retinal degeneration and forms an island of exception to the centrifugal expansion hypothesis20,2428. In the current work, we use autofluorescence (AF) imaging in the vicinity of the parapapillary retina to examine whether, and under what conditions, this region is spared from retinal degeneration in ABCA4-RD, and whether such sparing has implications in terms of visual function.



The study population was a subset (n=41; those who had fixation testing) of patients recently reported16. They had clinical diagnoses of STGD11 or cone-rod dystrophy (CRD)15 and one or more changes in the ABCA4 gene considered to be disease-causing variants. Patient numbers in the current work refer exactly to those in the previous publication16. Research procedures were in accordance with institutional guidelines and the Declaration of Helsinki. All patients gave written informed consent.

Visual function studies

A complete eye examination was performed in all subjects including Goldmann kinetic perimetry with V-4e and I-4e targets. Preferred locus of fixation was determined with optical coherence tomography (OCT, Carl Zeiss Meditec, Dublin, CA). Specifically, after alignment of the eye with the OCT instrument, patients were asked to fixate the “landmark” spot (bright red light) and a 4.5 mm long scan was moved until the cross-section of the anatomical fovea could be identified at the center of the scan. Then, an OCT scan and a corresponding fundus image were obtained for documentation and fixation location was quantified with respect to the location of the anatomical fovea.

In all patients with documented stable fixation at the anatomical fovea, horizontal profiles of cone sensitivity were obtained with orange (600 nm; 200 ms; 1.7° diameter) stimuli presented on a white (2.7 log phot-td) background on a modified29 computerized static perimeter (HFA, Zeiss Humphrey Systems, Dublin, CA).

AF imaging and analyses

Imaging was done with a confocal scanning laser ophthalmoscope (HRA, Heidelberg Engineering, Dossenheim, Germany) as previously described16. AF images were obtained with 488 nm excitation and >500 nm emission. All images were acquired with a lateral magnification wherein a 30°×30° square field was sampled onto 512×512 pixels. Custom-written software (MATLAB 6.5, Natick, MA) was used to first transform each file containing series of consecutive images of AF intensity into a stack of 8-bit raw images. Frames with blinks or mid-frame eye movements were discarded, and remaining frames were spatially transformed to correct for imaging-system derived distortions. This corrected stack was loaded into an image processing program (ImageJ, ver 1.34n, available in the public domain at The images in the stack were automatically registered using a pair of programs (turboreg and stackreg30, available in the public domain at Mean value of the AF intensity was calculated at each pixel after registration. A wide field image montage was assembled from 6–8 images by manually specifying retinal landmark pairs corresponding to each other in overlapping segments using custom-written software (MATLAB 6.5). Images from left eyes were transformed into equivalent right eyes and further transformed to register the anatomical fovea and the center of the optic nerve head (ONH) to predetermined locations based on mean normal results. The intensity of each image was normalized by the mean intensity at the center of the ONH. The resulting intensities were mapped to a custom pseudocolor scale which was slightly modified from a previously published version16.

In order to quantify the local heterogeneity of the AF intensity, run-length3133 was calculated for a fixed criterion in eight principal directions for each pixel. The mean run-length of a pixel represents the size of a local region showing homogeneity of intensity. Further details of this method are in Appendix 1. All intensity and run-length images were transformed into pseudo-profiles using semi-polar integral analysis in the neighborhood of the ONH. Further details of this method are in Appendix 2.


A sample of the right retina of a previously published34 eye donor (Foundation Fighting Blindness, FFB#219) was available for study. In brief, the patient was a 62-year-old woman who died of lung cancer. At the time of death, the donor had advanced macular degeneration from STGD but without a known molecular cause. The eye was enucleated at 4 hours and 20 minutes postmortem and was slit at the pars plana. Ten minutes later, it was placed into fixative34. The tissue sample containing the nasal half of the optic nerve head was embedded without osmication in glycol methacrylate (JB-4; Polysciences, Wilmington, DE), sectioned at 2 μm, and stained with Richardson’s methylene blue/azure II mixture. Sections were examined with a microscope (Leica DMR, Deerfield, IL) and photographed with Kodak EliteCHROME ASA 400 film with a calibration slide.


Accumulated lipofuscin in RPE cells is the dominant fluorophore that contributes to the topographic variation of AF intensity across the human retina upon excitation with short wavelength light16,3540. Features of AF intensity distribution across the central retina in normal eyes have been described39,41. A representative normal subject shows a deep trough of AF signal at the fovea (Fig. 1) corresponding to the absorption of the excitation light by macular pigment; and, there is loss of signal at the retinal blood vessels corresponding to the absorption by blood. The AF signal originating from the normal ONH is below the level of detection. The peak of AF intensity forms an approximate circle at an eccentricity of ~3 mm corresponding to the highest density of rod photoreceptors in the human retina35,41,42.

Figure 1
Standardized images of autofluorescence in a representative normal subject (A) and three patients (B-D) with ABCA4-associated retinal degeneration (ABCA4-RD). Excitation wavelength was 488 nm. Intensities are mapped to a pseudocolor scale shown; results ...

An early sign of ABCA4-disease detectable non-invasively is the abnormality of AF intensity14,16,28,43,44. Illustrating an early ABCA4-disease stage is Patient #42 (P42, see ref. 16), a 23 year-old man clinically diagnosed11 with STGD phenotype I and molecularly diagnosed with a G1961E mutation in the ABCA4 gene. He had best corrected visual acuities of 20/40 and 20/100 in the right and left eyes, respectively. Both eyes showed a full extent of Goldmann kinetic visual field with the V-4e and I-4e test targets but a relative central scotoma with the I4e target. AF imaging of his left eye shows a dramatic increase of intensity across the central retina (Fig. 1B, displayed as equivalent right eye). The abnormal intensity is spatially homogeneous throughout most of the central retina except near the fovea where there are small regions of AF intensity loss with resulting local spatial heterogeneity. Notable is a region of normal-appearing AF intensity encircling the ONH. A more advanced disease stage of ABCA4-RD is illustrated by P46, a 48 year-old woman clinically diagnosed with STGD phenotype II and molecularly diagnosed with a R2030Q mutation in the ABCA4 gene. She had best corrected visual acuities of 20/200 and 20/20 in the right and left eyes, respectively, and full peripheral extent of kinetic fields. Centrally, there was a small island of retained function (with the V-4e target) surrounded by an absolute scotoma and a larger relative scotoma. AF imaging of her right eye shows intensities distributed mostly within the normal range but there is abnormal spatial heterogeneity (Fig. 1C) with a speckled pattern. This pattern has been hypothesized to correspond to microscopic variation in the rates of abnormal lipofuscin accumulation or to the patchy loss of a subset of RPE cells or to the reduction of OS shedding as the overlying retina degenerates16. Two regions of presumed RPE atrophy are also apparent as patches of low intensity in the superior and inferior parafovea. Of note, there is a spatially homogenous circular region of normal-appearing intensity at the parapapillary retina. A severe disease stage of ABCA4-RD is represented by P37, a 41 year-old man clinically diagnosed with STGD phenotype II and molecularly diagnosed with a IVS40+5G>A mutation in the ABCA4 gene. He had best corrected visual acuities of 20/400 and 20/200 in right and left eyes, respectively. Kinetic perimetry with the V-4e target showed superior field limitation but was otherwise full in peripheral extent; an absolute central scotoma was present in each eye. There was no detection of the I-4e target. AF imaging of his right eye shows extensive regions of presumed RPE atrophy across the posterior pole with small intervening regions of detectable autofluorescence probably originating from retained RPE. A normal-appearing parapapillary ring is visible (Fig. 1D).

To confirm and extend the visual impressions of parapapillary preservation, we quantified AF results in ABCA4-RD patients and compared them to a group of normal subjects. Distribution of lipofuscin accumulation was estimated from AF intensities. Spatial heterogeneity of lipofuscin accumulation was derived using run-length analysis where mean run-length of a pixel represents the size of a local region showing homogeneity of intensity. Intensity and run-length images centered on the ONH were vertically bisected to form nasal and temporal halves, transformed from rectangular to polar coordinates, and integrated along the angular dimension to produce pseudo-profiles. Data from four patients overlaid on normal limits represent the spectrum of results observed (Fig. 2). P20 represents a normal parapapillary region and the surrounding area: both the intensity as well as local homogeneity of the AF imaging within 2.5 mm of the center of the ONH fall within or near normal limits (Fig. 2A). P42 shows abnormally increased AF intensity in combination with nearly-normal mean run-length distributed across the parapapillary region and the surrounding area (Fig. 2B). P47 and P34 on the other hand, show normal or nearly normal intensity distributions associated with biphasic run-length plots showing normal results in a parapapillary region surrounded by an abnormally reduced run-length at greater eccentricities both in temporal and nasal retinas (Fig. 2C,D). It is important to note that regions of atrophy (such as in Fig. 2D) are masked (see Appendices 1, 2) and do not contribute to the pseudo-profile results.

Figure 2
Detailed analysis of autofluorescence abnormalities in a region around the optic nerve head (ONH) in four ABCA4-RD patients (A–D). The contrast of each grayscale image is uniformly stretched for better visibility of features. Standardized image ...

ABCA4-RD patients were divided into two groups: those with normal AF intensity pseudo-profiles within or surrounding the parapapillary region (Fig. 3A, left panel) and those with abnormal results (Fig. 3A, right panel). The abnormalities were either temporal to the ONH or nasal to the ONH or both. Mean run-length pseudo-profiles ranged from normal to abnormal in both groups (Fig. 3B). Run-length abnormalities were dominated by numbers smaller than the mean normal values implying an increase in local heterogeneity of AF intensities consistent with that visually appreciated from the images. The extent of run-length abnormality increased as a function of distance from the center of the ONH (Fig. 3B). Similarly, the percent of patients showing normal run-length decreased as a function of distance from the ONH (Fig. 3C). Using 90% as a criterion, the region of preserved parapapillary retina extended to 1.5–1.6 mm from the center of the ONH; this corresponded to a ~0.6 mm (~2°) wide annular region (Fig. 3C, dashed lines) spared from the structural alterations of the RPE typically visible on AF imaging of patients with ABCA4-RD.

Figure 3
Quantification of the extent of parapapillary preservation in ABCA4-RD patients. (A) Pseudo-profiles in the group of patients (left panel) showing normal autofluorescence intensity in the vicinity of the parapapillary region versus the remaining patients ...

Histopathology results from a donor eye with STGD34 (but without a known molecular diagnosis) allowed examination of retinal consequences of parapapillary sparing of the RPE, as visible on AF images. In the STGD eye, a zone immediately nasal to the optic nerve head showed 3–4 rows of retained photoreceptor nuclei with some inner segments and some very short outer segments (Fig. 3D). At further eccentricities, there was greater pathology in the photoreceptor layer which overlay disorganized or absent RPE. The zone of relatively spared retina extended ~0.7 mm from the nasal edge of the ONH and thus appeared to correspond to the RPE preservation observed with AF imaging methods.

In order to evaluate the visual consequences of a structurally-spared parapapillary region, we first considered psychophysical thresholds obtained in the central retinas of a subset of patients (8/41=19.5%) with documented foveal fixation. The majority of these patients showed parafoveal losses of cone sensitivity with foveal thresholds either within the normal range or mildly reduced (Fig. 4A). Differences in the depth and extent of the parafoveal defects represented the severity of the central retinal disease in these patients. Unexpected was the apparent asymmetry of the visual function defect between the nasal and temporal paramacular retinas. For example, at 3 mm (10°) eccentricity, mean L/M cone sensitivity was significantly better (mean difference=0.69 log, Student’s t-Test, P=0.05) in the nasal retina near the ONH than in the temporal retina (Fig. 4A).

Figure 4
Visual function consequences of the preservation of parapapillary retina in ABCA4 disease. (A) Psychophysical cone sensitivity profiles in ABCA4-RD patients with documented foveal fixation. Two horizontal axes represent the standard perimetric coordinate ...

In ABCA4-RD patients with central scotomas the preferred retinal locus of fixation was eccentric, as expected (Fig. 4B). Nineteen patients (46%) had a fixation locus in the superior retina. Ten patients (24% of all patients in the study, 30% of the subset of patients with central scotomas) demonstrated reproducible fixation loci in the parapapillary region (Fig. 4B). Six of these patients (P9, P18, P22, P33, P35, and P45) used their temporal parapapillary retina as the locus of fixation placing their vision between the central scotoma caused by the ABCA4 disease and the physiological blind spot caused by the ONH. Some patients fixated using parapapillary loci in both eyes when tested unilaterally (Fig. 4C).

We evaluated the relationship between a rank based measure of retina-wide disease severity (0=least severe, 100=most severe) 16 and the location of fixation. Eyes with foveal fixation showed the least disease severity (mean±std=16.6±14.5). Eyes with superior retinal fixation showed intermediate severity (38.3±18.3) and eyes with parapapillary fixation were more severely affected (82.3±10.1). Patients P30 and P38 were among the most severely affected (94.5±4.9) and they showed fixations in the far supero-nasal and temporal retinal loci, respectively (Fig. 4B).


ABCA4-RD is generally accepted to show a centrifugal gradient of disease severity with macular photoreceptors and RPE having greater vulnerability to dysfunction and cell loss compared with peripheral retina. The present study documented and explored a common and consistent exception to this presumed centrifugal gradient: the parapapillary retina and RPE are spared from degeneration even at advanced disease stages. This spared region is also shown to be important for visual function in severely affected patients with central scotomas. We offer several hypotheses which, alone or in concert, may help explain these findings.

A disk membrane load hypothesis could be invoked. This hypothesis would suggest that a change in the photoreceptor to RPE ratio near the ONH explains parapapillary sparing. It is reasonable to assume that the local rate of lipofuscin accumulation is related to local ratio of photoreceptors per RPE cell, based on the distribution of lipofuscin and AF intensity in normal subjects corresponding to the spatial density of rod photoreceptors35,36,39,41, and lipofuscin being derived from ingestion of photoreceptor outer segments40. Interestingly, the parapapillary region in normal subjects shows a ring of decreased AF intensity41 (Figs. 1,,22,,3)3) and the extent and shape of this ring is similar to the spared region in ABCA4-RD. A constitutively lower rate of lipofuscin accumulation in the normal parapapillary zone would be consistent with the dramatic decrease in photoreceptor density (from ~140,000 to ~65,000−2) that has been observed in this region of human eyes42. Reduced number of photoreceptors together with an assumed invariant RPE density45, would relieve the disk membrane load of the parapapillary RPE cells and make them less vulnerable to the increase in lipofuscin accumulation16 seen in ABCA4-RD. Inconsistent with this hypothesis is the local reduction in the photoreceptor to RPE cell ratio observed in the parafoveal region in primates46; this region is extremely vulnerable to ABCA4-disease. Consistent with the disk membrane load hypothesis is the dramatic reduction in photoreceptor density seen normally in the far peripheral retina42 where retinal histology was found to be unperturbed in an eye donor with STGD34.

A light load hypothesis would propose that a local gradient in the penetration of light to the retina or the RPE underlies the finding. According to this hypothesis, parapapillary sparing would occur because of reduction of either lipofuscin accumulation47 or photooxidative damage48,49. The retinal nerve fiber layer (RNFL) forms a prominent feature of the parapapillary retina and light loss due to scattering50 within the increasingly thicker RNFL may reduce the amount of light penetrating to deeper layers. However, RFNL thickness topography is asymmetrically distributed around the ONH51 and therefore unlikely to be the principal cause for the circularly symmetric effect observed in this work. An increase in retinal capillary vascularity has been observed at the parapapillary region of the monkey52 but detailed topography of this effect is unknown and the correspondence to the spared parapapillary ring cannot be determined at this time. There could also be a parapapillary increase in melanin concentration protecting RPE cells from light-induced apoptosis53; however, use of infrared excitation to obtain AF images dominated by melanin have not shown telltale signs of a high intensity ring surrounding the ONH to support such a speculation54 (Keilhauer CN, et al. IOVS 2005;46:ARVO E-Abstract 1394; Weinberger AWA et al. IOVS 2005;46:ARVO E-Abstract 2585).

A lipofuscin clearance hypothesis would favor increased removal of lipofuscin in the parapapillary region as a cause of the spared annulus in ABCA4-RD. The existence of a clearance mechanism for lipofuscin from RPE cells has been controversial47,55. If there was an effective mechanism of lipofuscin clearance in humans, local changes in choriocapillaris properties observed in the parapapillary region could affect the accumulation of this substance27,56.

A neurotrophic factors hypothesis would suggest there may be increases in factors that enhance neuronal survival around the ONH. Consistent with this hypothesis, increased immunoreactivity for basic fibroblast growth factor (bFGF) has been observed around the edge of the ONH in normal mouse retinas57. Such a local gradient could provide protection to photoreceptors from degeneration, and this effect has been observed in some animal studies5762. Interestingly, human retinas show a centrifugal gradient of bFGF immunoreactivity in rod nuclei63, however, the spatial topography of bFGF or other factors around the human ONH is currently unknown, and a causal relationship between increased neurotrophic factors and preserved parapapillary retina or RPE remains speculative.

Not all human retinopathies show sparing of the parapapillary region and some even show enhanced vulnerability of this region. Molecularly-characterized retinal degenerations in the latter category include Sveinsson’s chorioretinal atrophy caused by dominant mutations in the TEAD1 gene64; some phenotypes of X-linked RP caused by RP2 mutations65; and Malattia Leventinese/Doyne honeycomb retinal dystrophy caused by a mutation in EFEMP166. Interestingly, vulnerability of the parapapillary region is also seen in normal aging and in age-related macular disease6769 (Keilhauer CN, et al. IOVS 2004;45:ARVO E-Abstract 3078). Better understanding of the special properties of the parapapillary region may contribute to understanding of the molecular/cellular disease mechanisms involved in different retinal degenerative diseases with dramatically contrasting effects on this region.

The current work also has implications for further ABCA4-RD clinical studies. The region between the fovea and optic nerve, convenient and accessible for imaging and visual function measurements, may be informative of the entire gamut of ABCA4 disease expression - from barely-detectable pathology at the parafovea at the earliest disease stages to still-detectable function at the parapapilla at the most severe stages. Tests of structure and function densely sampling this region may help determine natural history or outcome of therapy at all severity stages of ABCA4-RD.


We thank Elaine Smilko, Elizabeth Windsor, Alejandro Roman, Elaine DeCastro, Leigh Gardner, Jessica Emmons, Jiancheng Huang, William Nyberg, and John Chico for their assistance during this project, and Marco Zarbin for valuable ideas contributing to this work.

Supported by National Institutes of Health (EY-13203, -13385, -13729, -10820, -12156); Macula Vision Research Foundation; Foundation Fighting Blindness, Inc.; The Macular Disease Foundation; F.M. Kirby Foundation; Sam B. Williams Fund, and The Paul and Evanina Bell Mackall Foundation Trust.

Appendix 1: Run-length analysis

AF imaging studies in patients with retinal degenerative diseases have shown that not only the absolute intensity but also the local heterogeneity of the intensity correlates with clinical impression of local disease severity28,44. We have recently quantified this heterogeneity in ABCA4-RD by calculating the local standard deviation of AF intensity at a midperipheral locus and shown how an abnormal increase in this measure precedes localized changes in rod and cone mediated visual function16. In the current work, we used an alternative measure of “local” texture which is more appropriate for regions with local discontinuities (such as the parapapillary region) and also produces quantitative results in terms of retinal distances that are easier to interpret.

Many texture analysis methods have been proposed based on the two major characteristics of images: coarseness and directionality31,32. The run-length analysis method combines statistical and structural approaches to image texture32. A primitive, called a gray level run, is defined as the set of consecutive, collinear pixels having the same gray level: image regions with heterogeneous intensity have shorter runs than regions with more homogeneous intensity33.

To quantify the local AF heterogeneity across the retina we calculated the mean run-length at each pixel (representative example shown in Fig. 5) by using two images: AF intensity image and a mask image showing the location of major blood vessels, optic nerve head and regions of atrophy. AF intensity image was spatially filtered with a Gaussian filter (radius 5 pixels) to minimize the contribution of the noise produced by the avalanche photodiode detector. Run-lengths were calculated along the eight principal directions and averaged. Run-length at each pixel was defined as the pixel-to-pixel distance multiplied by the number of consecutive, collinear neighbors having an intensity within 10% of the pixel. A principal direction was not included in averaging if a pixel corresponding to a mask value or the edge of the frame was reached. Pixel-to-pixel distance was defined as 17.5 μm along the axes and 24.9 μm along the diagonals. The result of this texture analysis method is an image where the value of each pixel represents the mean radius of a circular region over which the AF intensity would be expected to be nearly homogeneous.

Figure 5
Estimation of local intensity heterogeneity by calculating mean run-length image. (A) A representative autofluorescence (AF) intensity image showing regions of high local heterogeneity and regions of relative homogeneity. The contrast of the grayscale ...

Appendix 2: Pseudo-profiles using semi-polar integral analysis

Data reduction strategies applied to AF intensity and texture images could facilitate statistical comparison of results between patients. It would be preferable to attempt to retain an intuitive link in the reduced data to the exquisite spatial information contained in the underlying images. In the current work, this link was achieved by taking advantage of the approximate circular symmetry of the parapapillary region.

To perform semi-polar integral analysis (representative example shown in Fig. 6) we used registered pairs of AF intensity (or texture) and mask images. First, a 300×300 pixel region of interest centered on the ONH was cropped and split vertically into temporal and nasal halves (Fig. 6A,B). Then, values of each pixel were sampled onto temporary images representing polar coordinates (Fig. 6C,D). Integration was performed along the angle coordinate excluding masked pixels, i.e. those retinal regions corresponding to major blood vessels, optic nerve head and regions of atrophy. The result of the semi-polar integral (Fig. 6E) is a pseudo-profile that has the intuitiveness of a profile across the ONH but includes quantitative data from all of the parapapillary annulus.

Figure 6
Demonstration of the semi-polar integral transformation used to perform data reduction on images. (A) A representative autofluorescence intensity image of the parapapillary region is divided into temporal and nasal halves. Radius (r) and angle (θ) ...


1. Papermaster DS, Reilly P, Schneider BG. Cone lamellae and red and green rod outer segment disks contain a large intrinsic membrane protein on their margins: an ultrastructural immunocytochemical study of frog retinas. Vision Res. 1982;22:1417–28. [PubMed]
2. Allikmets R, Singh N, Sun H, et al. A photoreceptor cell-specific ATP-binding transporter gene (ABCR) is mutated in recessive Stargardt macular dystrophy. Nat Genet. 1997;15:236–46. [PubMed]
3. Azarian SM, Travis GH. The photoreceptor rim protein is an ABC transporter encoded by the gene for recessive Stargardt’s disease (ABCR) FEBS Letters. 1997;409:247–52. [PubMed]
4. Sun H, Nathans JR. Stargardt’s ABCR is localized to the disc membrane of the retinal rod outer segments. Nat Genet. 1997;17:15–6. [PubMed]
5. Molday LL, Rabin AR, Molday RS. ABCR expression in foveal cone photoreceptors and its role in Stargardt macular dystrophy. Nat Genet. 2000;25:257–8. [PubMed]
6. Weng J, Mata NL, Azarian SM, Tzekov RT, Birch DG, Travis GH. Insights into the function of rim protein in photoreceptors and etiology of Stargardt’s disease from the phenotype in ABCR knockout mice. Cell. 1999;98:13–23. [PubMed]
7. Sun H, Molday RS, Nathans J. Retinal stimulates ATP hydrolysis by purified and reconstituted ABCR, the photoreceptor-specific ATP-binding cassette transporter responsible for Stargardt disease. J Biol Chem. 1999;274:8269–81. [PubMed]
8. Beharry S, Zhong M, Molday RS. N-retinylidene-phosphatidylethanolamine is the preferred retinoid substrate for the photoreceptor-specific ABC transporter ABCA4 (ABCR) J Biol Chem. 2004;279:53972–9. [PubMed]
9. Martinez-Mir A, Paloma E, Allikmets R, et al. Retinitis pigmentosa caused by a homozygous mutation in the Stargardt disease gene ABCR. Nat Genet. 1998;18:11–2. [PubMed]
10. Cremers FPM, van de Pol DJR, van Driel M, et al. Autosomal recessive retinitis pigmentosa and cone-rod dystrophy caused by splice site mutations in the Stargardt’s disease gene ABCR. Hum Mol Genet. 1998;7:355–62. [PubMed]
11. Fishman GA, Stone EM, Grover S, Derlacki DJ, Haines HL, Hockney RR. Variation of clinical expression in patients with Stargardt dystrophy and sequence variations in the ABCR gene. Arch Ophthalmol. 1999;117:504–10. [PubMed]
12. Webster AR, Heon E, Lotery AJ, et al. An analysis of allelic variation in the ABCA4 gene. Invest Ophthalmol Vis Sci. 2001;42:1179–89. [PubMed]
13. Birch DG, Peters AY, Locke KL, Spencer R, Megarity CF, Travis GH. Visual function in patients with cone-rod dystrophy (CRD) associated with mutations in the ABCA4(ABCR) gene. Exp Eye Res. 2001;73:877–86. [PubMed]
14. Gerth C, Andrassi-Darida M, Bock M, Preising MN, Weber BH, Lorenz B. Phenotypes of 16 Stargardt macular dystrophy/fundus flavimaculatus patients with known ABCA4 mutations and evaluation of genotype-phenotype correlation. Graefes Arch Clin Exp Ophthalmol. 2002;240:628–38. [PubMed]
15. Fishman GA, Stone EM, Eliason DA, Taylor CM, Lindeman M, Derlacki DJ. ABCA4 gene sequence variations in patients with autosomal recessive cone-rod dystrophy. Arch Ophthalmol. 2003;121:851–5. [PubMed]
16. Cideciyan AV, Aleman TS, Swider M, et al. Mutations in ABCA4 result in accumulation of lipofuscin before slowing of the retinoid cycle: A reappraisal of the human disease sequence. Hum Mol Genet. 2004;13:525–534. [PubMed]
17. Klevering BJ, Deutman AF, Maugeri A, Cremers FP, Hoyng CB. The spectrum of retinal phenotypes caused by mutations in the ABCA4 gene. Graefes Arch Clin Exp Ophthalmol. 2005;243:90–100. [PubMed]
18. Aaberg TM. Stargardt’s disease and fundus flavimaculatus: evaluation of morphologic progression and intrafamilial co-existence. Trans Am Ophthalmol Soc. 1986;84:453–87. [PMC free article] [PubMed]
19. Aaberg TM, Han DP. Evaluation of phenotypic similarities between Stargardt flavimaculatus and retinal pigment epithelial pattern dystrophies. Trans Am Ophthalmol Soc. 1987;85:101–19. [PMC free article] [PubMed]
20. Armstrong JD, Meyer D, Xu S, Elfervig JL. Long-term follow-up of Stargardt’s disease and fundus flavimaculatus. Ophthalmology. 1998;105:448–57. [PubMed]
21. Rotenstreich Y, Fishman GA, Anderson RJ. Visual acuity loss and clinical observations in a large series of patients with Stargardt disease. Ophthalmology. 2003;110:1151–8. [PubMed]
22. Passmore JA, Robertson DM. Ring scotomata in fundus flavimaculatus. Am J Ophthalmol. 1975;80:907–12. [PubMed]
23. Weiter JJ, Delori F, Dorey CK. Central sparing in annular macular degeneration. Am J Ophthalmol. 1988;106:286–92. [PubMed]
24. Klein R, Lewis RA, Meyers SM, Myers FL. Subretinal neovascularization associated with fundus flavimaculatus. Arch Ophthalmol. 1978;96:2054–7. [PubMed]
25. De Laey JJ, Verougstraete C. Hyperlipofuscinosis and subretinal fibrosis in Stargardt’s disease. Retina. 1995;15:399–406. [PubMed]
26. Wroblewski JJ, Gitter KA, Cohen G, Schomaker K. Indocyanine green angiography in Stargardt’s flavimaculatus. Am J Ophthalmol. 1995;120:208–18. [PubMed]
27. Schwoerer J, Secretan M, Zografos L, Piguet B. Indocyanine green angiography in Fundus flavimaculatus. Ophthalmologica. 2000;214:240–5. [PubMed]
28. Lois N, Halfyard AS, Bird AC, Holder GE, Fitzke FW. Fundus autofluorescence in Stargardt macular dystrophy-fundus flavimaculatus. Am J Ophthalmol. 2004;138:55–63. [PubMed]
29. Jacobson SG, Voigt WJ, Parel J-M, et al. Automated light- and dark-adapted perimetry for evaluating retinitis pigmentosa. Ophthalmology. 1986;93:1604–11. [PubMed]
30. Thévenaz P, Ruttimann UE, Unser M. A Pyramid Approach to Subpixel Registration Based on Intensity. IEEE Trans Image Proc. 1998;7:27–41. [PubMed]
31. Haralick RM, Dinstein I, Shanmugam K. Textural features for image classification. IEEE Trans Syst Man Cybern. 1973;3:610–621.
32. Galloway MM. Texture analysis using gray level run lengths. Comput Graphics Image Proc. 1975;4:172–9.
33. Herlidou S, Grebe R, Grados F, Leuyer N, Fardellone P, Meyer ME. Influence of age and osteoporosis on calcaneus trabecular bone structure: a preliminary in vivo MRI study by quantitative texture analysis. Magn Reson Imaging. 2004;22:237–43. [PubMed]
34. Birnbach CD, Järveläinen M, Possin DE, Milam AH. Histopathology and immunocyto-chemistry of the neurosensory retina in fundus flavimaculatus. Ophthalmology. 1994;101:1211–9. [PubMed]
35. Wing GL, Blanchard GC, Weiter JJ. The topography and age relationship of lipofuscin concentration in the retinal pigment epithelium. Invest Ophthalmol Vis Sci. 1978;17:601–7. [PubMed]
36. Weiter JJ, Delori FC, Wing G, Fitch KA. Retinal pigment epithelial lipofuscin and melanin and choroidal melanin in human eyes. Invest Ophthalmol Vis Sci. 1986;27:145–52. [PubMed]
37. Eldred GE, Katz ML. Fluorophores of the human retinal pigment epithelium: separation and spectral characterization. Exp Eye Res. 1988;47:71–86. [PubMed]
38. Delori FC, Dorey CK, Staurenghi G, Arend O, Goger DG, Weiter JJ. In vivo fluorescence of the ocular fundus exhibits retinal pigment epithelium lipofuscin characteristics. Invest Opthalmol Vis Sci. 1995;36:718–29. [PubMed]
39. von Ruckmann A, Fitzke FW, Bird AC. Distribution of fundus autofluorescence with a scanning laser ophthalmoscope. Brit J Opthalmol. 1995;79:407–12. [PMC free article] [PubMed]
40. Sparrow JR, Fishkin N, Zhou J, et al. A2E, a byproduct of the visual cycle. Vision Res. 2003;43:2983–90. [PubMed]
41. Delori FC, Goger DG, Dorey CK. Age-related accumulation and spatial distribution of lipofuscin in RPE of normal subjects. Invest Ophthalmol Vis Sci. 2001;42:1855–66. [PubMed]
42. Curcio CA, Sloan KR, Kalina RE, Hendrickson AE. Human photoreceptor topography. J Comp Neurol. 1990;292:497–523. [PubMed]
43. Delori FC, Staurenghi G, Arend O, Dorey CK, Goger DG, Weiter JJ. In vivo measurement of lipofuscin in Stargardt’s disease - fundus flavimaculatus. Invest Ophthalmol Vis Sci. 1995;36:2327–31. [PubMed]
44. von Ruckmann A, Fitzke FW, Bird AC. In vivo fundus autofluorescence in macular dystrophies. Arch Opthalmol. 1997;115:609–15. [PubMed]
45. Del Priore LV, Kuo YH, Tezel TH. Age-related changes in human RPE cell density and apoptosis proportion in situ. Invest Ophthalmol Vis Sci. 2002;43:3312–8. [PubMed]
46. Snodderly DM, Sandstrom MM, Leung IY, Zucker CL, Neuringer M. Retinal pigment epithelial cell distribution in central retina of rhesus monkeys. Invest Ophthalmol Vis Sci. 2002;43:2815–8. [PubMed]
47. Mata NL, Weng J, Travis GH. Biosynthesis of a major lipofuscin fluorophore in mice and humans with ABCR-mediated retinal and macular degeneration. Proc Natl Acad Sci USA. 2000;97:7154–9. [PubMed]
48. Sparrow JR, Nakanishi K, Parish CA. The lipofuscin fluorophore A2E mediates blue light-induced damage to retinal pigmented epithelial cells. Invest Ophthalmol Vis Sci. 2000;41:1981–9. [PubMed]
49. Schutt F, Davies S, Kopitz J, Holz FG, Boulton ME. Photodamage to human RPE cells by A2-E, a retinoid component of lipofuscin. Invest Ophthalmol Vis Sci. 2000;41:2303–8. [PubMed]
50. Knighton RW, Jacobson SG, Kemp CM. The spectral reflectance of the nerve fiber layer of the macaque retina. Invest Ophthalmol Vis Sci. 1989;30:2392–402. [PubMed]
51. Frenkel S, Morgan JE, Blumenthal EZ. Histological measurement of retinal nerve fibre layer thickness. Eye. 2005;19:491–8. [PubMed]
52. Snodderly DM, Weinhaus RS, Choi JC. Neural-vascular relationships in central retina of macaque monkeys (Macaca fascicularis) J Neurosci. 1992;12:1169–93. [PubMed]
53. Seagle BL, Rezai KA, Kobori Y, Gasyna EM, Rezaei KA, Norris JR., Jr Melanin photoprotection in the human retinal pigment epithelium and its correlation with light-induced cell apoptosis. Proc Natl Acad Sci USA. 2005;102:8978–83. [PubMed]
54. Piccolino FC, Borgia L, Zinicola E, Iester M, Torrielli S. Pre-injection fluorescence in indocyanine green angiography. Ophthalmology. 1996;103:1837–45. [PubMed]
55. Katz ML. Potential reversibility of lipofuscin accumulation. Arch Gerontol Geriatr. 2002;34:311–7. [PubMed]
56. Hayreh SS. Blood flow in the optic nerve head and factors that may influence it. Prog Retin Eye Res. 2001;20:595–624. [PubMed]
57. Stone J, Maslim J, Valter-Kocsi K, et al. Mechanisms of photoreceptor death and survival in mammalian retina. Prog Retin Eye Res. 1999;18:689–735. [PubMed]
58. LaVail MM, Battelle BA. Influence of eye pigmentation and light deprivation on inherited retinal dystrophy in the rat. Exp Eye Res. 1975;21:167–92. [PubMed]
59. Lawwill T, Crockett S, Currier G. Retinal damage secondary to chronic light exposure, thresholds and mechanisms. Doc Ophthalmol. 1977;44:379–402. [PubMed]
60. Noell WK. Possible mechanisms of photoreceptor damage by light in mammalian eyes. Vision Res. 1980;20:1163–71. [PubMed]
61. Tso MO, Woodford BJ. Effect of photic injury on the retinal tissues. Ophthalmology. 1983;90:952–63. [PubMed]
62. Wang T, Milam AH, Steel G, Valle D. A mouse model of gyrate atrophy of the choroid and retina. Early retinal pigment epithelium damage and progressive retinal degeneration. J Clin Invest. 1996;97:2753–62. [PMC free article] [PubMed]
63. Li ZY, Chang JH, Milam AH. A gradient of basic fibroblast growth factor in rod photoreceptors in the normal human retina. Vis Neurosci. 1997;14:671–9. [PubMed]
64. Fossdal R, Jonasson F, Kristjansdottir GT, et al. A novel TEAD1 mutation is the causative allele in Sveinsson’s chorioretinal atrophy (helicoid peripapillary chorioretinal degeneration) Hum Mol Genet. 2004;13:975–81. [PubMed]
65. Dandekar SS, Ebenezer ND, Grayson C, et al. An atypical phenotype of macular and peripapillary retinal atrophy caused by a mutation in the RP2 gene. Br J Ophthalmol. 2004;88:528–32. [PMC free article] [PubMed]
66. Haimovici R, Wroblewski J, Piguet B, et al. Symptomatic abnormalities of dark adaptation in patients with EFEMP1 retinal dystrophy (Malattia Leventinese/Doyne honeycomb retinal dystrophy) Eye. 2002;16:7–15. [PubMed]
67. Sunness JS, Bressler NM, Tian Y, Alexander J, Applegate CA. Measuring geographic atrophy in advanced age-related macular degeneration. Invest Ophthalmol Vis Sci. 1999;40:1761–9. [PubMed]
68. Curcio CA, Saunders PL, Younger PW, Malek G. Peripapillary chorioretinal atrophy: Bruch’s membrane changes and photoreceptor loss. Ophthalmology. 2000;107:334–43. [PubMed]
69. Chong NH, Keonin J, Luthert PJ, et al. Decreased thickness and integrity of the macular elastic layer of Bruch’s membrane correspond to the distribution of lesions associated with age-related macular degeneration. Am J Pathol. 2005;166:241–51. [PubMed]