Abstract
The ultimate aim of clinical glaucoma research is to maintain visual function in the patient. Visual field (VF) loss can be determined more effectively by considering the related structural damage (ie retinal nerve fibre layer (RNFL) defect, optic disc notching, and splinter haemorrhages). A stack of individually digitized RNFL traces, which are superimposed by appropriate rotation and zoom procedures, allows for characterizing so-called trajectories defining the average course of retinal nerve fibres.
Individual test point density in perimetry can be increased in regions of interest, that is in areas, or at the edges of, already detected VF defects (VFD) using SCotoma-Oriented Perimetry (SCOPE) or can be tailored (locally condensed) in an evidence-based manner by considering the local morphological damage using fundus-oriented perimetry (FOP). Focusing on areas most likely to be damaged makes conventional perimetry more efficient by locally enhancing spatial resolution. This technique requires a mathematical model that provides age-related normative values of differential luminance sensitivity for any location of the VF. Automated static perimetry with enhancement of spatial resolution in regions of interest has indeed a higher sensitivity than standard automated perimetry using a conventional rectangular (6 × 6°) grid. The new method can also be used for follow-up purposes: both scotoma depth and area, as well as their changes with time, need to be considered. The clinician has to be aware of the fact that any kind of perimetry is a rather exhausting and artificial examination procedure. It is rather inadequate for predicting per sepatients' quality of life and daily functionality as it does not consider compensation for VFD, for example by gaze and head movements.
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Introduction
The gold standard for detecting functional damage in glaucoma is currently threshold-estimating automated static grid perimetry. Perimetry involves a trade-off between resolution in space and depth, on the one hand, and examination time, on the other. The number of stimulus locations examined per visual field (VF) examination is usually 50–80, within 24–27° eccentricity from fixation. The stimuli are usually based on a square grid with an inter-stimulus separation of 6°. Such a stimulus grid enables the detection of a focal defect of approximately 7° in diameter (ie a scotoma the size of the blind spot) with a probability of 95%.1
Rationale for using condensed grids
Glaucomatous progression is thought to occur in the vicinity of already affected neurons,2, 3, 4 suggesting that a local progression of scotoma depth and/or size may be the first sign of change. This means that perimetric tests should concentrate, or condense, stimuli at those locations with the highest index of suspicion of glaucomatous damage or progression. By increasing spatial resolution, the detection of a smaller area of field loss is possible. Using individually condensed test grids focussed on morphologically suspicious areas thus increases the sensitivity for VF defect (VFD) detection compared with conventional (6 × 6°) rectangular stimulus arrangements.5 Algorithms can be applied to the construction of a local condensation of the test point, according to the suspected underlying basic pathology – notching of the optic disc, for example.
Retinal nerve fibre layer and fundus-oriented perimetry
It is problematic to extrapolate from standard automated static grid VF testing, not least because conventional rectangular 6 × 6° perimetry tends to cover no more than 1.5% of the entire 30° VF area. Another problem is caused by short and long-term intra-subject variability, which hinders the identification of progressive VF loss in serial VF analysis. To reduce this problem, fundus-oriented perimetry (FOP) has been developed, in which the patient's fundus image is downloaded or digitized onto a control monitor and mirrored, if necessary, with the help of special software (Figure 1).
Assuming central fixation, the foveola of the fundus image is aligned to the centre of the perimetric field using a cross hair. In a second step, the patient's retinal damage (blind spot), which has been determined by kinetic perimetry, is interactively superimposed onto the optic disc of the fundus image by automatic activation of rotation and zoom routines, and transposition along the horizontal axis. Accurate superimposition involves registration of the foveola and centre of the VF. The individual region of interest (ROI) can then be selected, including visible retinal nerve fibre layer (RNFL) defects. The result is an individual perimetric grid with circumscribed stimulus condensation within the ROI and conventional, equidistant 6 × 6° spacing elsewhere (Figure 1). A stack of individually digitized RNFL traces, which are superimposed by appropriate rotation and zoom procedures, allows the characterization of so-called trajectories defining the average course of retinal nerve fibres.7 FOP cannot be applied in case of diffuse structural loss as there is no morphological clue for a test point condensation.
If FOP is not available, individual test point density can be increased in areas, or at the edges of, already detected functional loss (ie VFD) using SCotoma-Oriented PErimetry (SCOPE). Central fixation is an essential prerequisite for both methods. A deficient or unstable central fixation will result in suboptimal spatiofunctional interrelation and reduced reproducibility.
Mathematical modelling of the hill of vision
For a clinically successful application of FOP, the age-related normative function of differential luminance sensitivities (DLS) for any point of the VF (including stimulus concentration within regions of interest) needs to be known.8 This requires an adequate smooth mathematical model characterizing the entire central (30°) region of the hill of vision (Figure 2).9
A time-lapse series, applying this model on the hills of vision over age shows no relevant change up to the fourth decade. At around the age of 40, the hill of vision will shift, not only its level by moving downwards, but also its configuration similar to incompletely closing an umbrella.10
Clinical results of perimetry with spatially enhanced stimulus density
Detection of glaucomatous VFD
Application of the method to a series of 66 patients has shown how it can help to detect VFDs, with a higher detection rate than conventional automated perimetry (CAP), using a (6 × 6°) rectangular grid.6 For 15 patients, CAP showed normal findings, but FOP revealed early glaucomatous VFDs. Only one patient showed VFDs with CAP, and normal results with FOP. Scotoma detection rates significantly differed between the two methods (P<0.001, sign test), and repeatability between the two methods comparable.
Langerhorst et al11 demonstrated that higher test point density within the central 10° VF enhanced scotoma detection. Westcott et al12, 13, 14 showed a similar effect by adding test locations within the region of the nasal step. In contrast to FOP, both methods did not adapt stimulus arrangements according to the individual morphological findings, but used default grids thereby eventually wasting time with additional test points in obviously normal regions.
Basically, FOP can be applied in all cases of circumscribed (morphological) loss, for example in pits of the disc, segmental optic atrophy, circumscribed chorioretinal lesions, branch occlusion of retinal arteries. In cases of circumscribed scotomas without visible structural changes, the application of SCOPE may be a useful option.
After superimposing the results of perimetric results with enhanced spatial resolution in a consecutive series of 89 eyes of 75 glaucoma patients, the local spatial frequency distribution of defective field localizations (P<0.05) confirmed a higher frequency of VFDs in the superior, compared with the inferior, hemifield. This preference also occurred in the immediate vicinity of the VF centre, that is glaucomatous optic neuropathy results much more frequently in fixation threat within the superior part than the inferior part (Nevalainen et al, private communication).
Enhanced spatial resolution in ROI is achieved by adding stimulus locations to the original grid. This results in an increase of test duration. As a consequence, the stimulus condensation has to be restricted to circumscribed ROI. In addition, fast thresholding algorithms, which are independent of the stimulus arrangement, are most welcome to keep examination time at a reasonable range. Developments of strategies in this concern are underway.15
Thus, FOP has been validated for detecting the existence of VFD, but it is also clinically important to measure disease progression, in terms of VFD depth and size.
Follow-up of glaucomatous VFD
Careful evaluation of local DLS over time in perimetry, with spatially enhanced stimulus density, reveals that several modes of progression coexist in the VF of the same patient. Progression may become manifest as continuous deterioration of DLS over time, which can be most adequately described by pointwise linear regression in one location. Abrupt deterioration of DLS (ie the event) may occur in another circumscribed area, whereas a third location may indicate the risk of progression by an increased DLS variability (ie neuronal “loose contact”). Increasing the test point density in regions of interest (ie areas of potential deterioration) also reduces the disturbing impact of local variability by also taking into account neighbouring locations.
An alternative approach was shown by the work of Gardiner et al16 in terms of spatial filtering techniques, which exploit this feature to reduce measurement noise.
By applying locally high-spatial resolution perimetry to a series of 69 glaucoma eyes over a time series of at least 2 years (with a minimum of four sessions), approximately two-thirds (43/69) remained unchanged, only 1% (1/69) showed an isolated change in size, 4% (3/69) demonstrated an isolated change in depth and 32% (22/69) showed a combined change in depth and size.17 As a consequence, CAP does not seem to perform optimally in characterizing and quantifying glaucomatous progression: CAP is predominantly used for detection of glaucomatous scotoma progression in depth, whereas a subtle progression in size usually remains undetected because of its comparatively coarse (6 × 6°) stimulus arrangement.
Conclusion
Structural data can be assessed in an almost examiner-independent way. However, functional data are irreplaceable with regard to any kind of expert opinion, ability testing and assessment of visual performance. Therefore, imaging and functional diagnostics are not mutually exclusive, but complementary ophthalmological tools. Morphological/morphometric data can be used to focus functional diagnostic methods to ROI individually and vice versa.
Enhancement of spatial resolution by increasing test point density in ROI has been proven to be an efficient, evidence-based tool in regard to detection and follow-up of glaucomatous VF loss. Nevertheless, perimetry remains a rather artificial method. Further effort is needed to predict/forecast the patient's quality of life and visual performance: in this regard, additional items such as compensation of VFDs via gaze and head movements have to be taken into account.
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Schiefer, U., Paetzold, J., Krapp, E. et al. Correlating nerve fibre layer defects spatially with functional loss. Eye 21 (Suppl 1), S25–S28 (2007). https://doi.org/10.1038/sj.eye.6702884
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DOI: https://doi.org/10.1038/sj.eye.6702884