Abstract
Purpose:
To assess longitudinal microvascular changes in eyes treated with I-125 episcleral plaque brachytherapy (EPB).
Methods:
High resolution OCT angiograms of the central 3×3mm macula were obtained from I-125 episcleral plaque brachytherapy treated and untreated fellow eyes of 61 patients. Capillary density (vessel skeleton density, VSD) and caliber (vessel diameter index, VDI) were quantified using previously validated semi-automated algorithms. Nonperfusion was also quantified as flow impairment regions (FIR). Exams from treated and fellow eyes obtained pre-treatment and at 6-month, 1-year, and 2-year intervals were compared using generalized estimating equation linear models. Dosimetry maps were used to evaluate spatial correlation between radiation dose and microvascular metrics.
Results:
At 6 months, treated eyes had significantly lower VSD (0.145 ± 0.003 vs 0.155 ± 0.002; p = 0.009) and higher FIR (2.01 ± 0.199 vs 1.46 ± 0.104; p = 0.010) compared to fellow eyes. There was a significant decrease in VSD and a corresponding increase in FIR even for treated eyes without clinically identifiable retinopathy at 6 months. VDI was significantly higher in treated eyes than in fellow eyes at 2 years (2.92 ± 0.025 vs 2.84 ± 0.018; p < 0.001). When our cohort was categorized into low dose radiation (<15Gy) and high dose radiation (>45Gy) to the fovea, there were significant differences in VSD and FIR between groups.
Conclusions:
OCTA can be used to quantify and monitor EPB induced retinopathy, and can detect vascular abnormalities even in the absence of clinically observable retinopathy. OCTA may therefore be useful in investigating treatment interventions that aim to delay EPB-induced radiation retinopathy.
Keywords: Optical Coherence Tomography Angiography, Episcleral Plaque Brachytherapy, Choroidal Melanoma, Capillary, Biomarker, Radiation Retinopathy
Introduction
The development of radiation retinopathy (RR) following treatment of choroidal melanoma with episcleral plaque brachytherapy (EPB) can have deleterious effects on retinal microvasculature that lead to permanent visual decline. The Collaborative Ocular Melanoma Study (COMS) validated EPB as standard-of-care for globe-conserving treatment of medium-sized choroidal melanomas.1 Despite the selection of iodine-125 (I-125) and gold shielding to minimize adverse radiation effects, visual morbidity remains high, with only 43% of patients maintaining visual acuity of 20/200 or better 3 years after treatment with standard COMS plaques.2 Some reports indicate that adverse radiation effects can be partially mitigated through the use of 3D conformal treatment planning software and customized collimated plaques to decrease the radiation dose to critical visual structures (e.g. the fovea).3,4 The onset of RR varies greatly, ranging from as early as 1 month to 15 years, but it most commonly occurs between 6 months and 3 years after treatment.5 The location of the tumor, and thus the dose to the fovea, is critical but not the sole risk factor. RR is primarily a vascular disease and shares many clinical features with diabetic retinopathy including damage to capillaries, which leads to variable degrees of hyperpermeability, retinal ischemia, and neovascularization.6
While clinical features of RR, including dot-blot hemorrhages, microaneurysms, and macular edema can be seen on exam, as with diabetic retinopathy, there is underlying damage present before these clinical features manifest. Fluorescein angiography (FA) can reveal early areas of non-perfusion and vascular leakage.7–9 OCT angiography (OCTA) has been used to non-invasively demonstrate morphologic features of microvasculature with excellent spatial resolution.10–13 By generating detailed depth-resolved images, OCTA can potentially be used to detect and monitor capillary-level aberrations in blood flow at multiple timepoints early in the course of RR. To date, there have been a few studies that employ OCTA to assess microvascular changes in RR. Two recent studies used binarized OCT angiograms to demonstrate a decrease in parafoveal14,15 and peripapillary capillary16,17 density in irradiated eyes compared to fellow eyes. To our knowledge, no studies have performed longitudinal analysis to identify early microvascular changes (prior to 1 year) in treated eyes, nor have any used OCTA to explore a possible spatial correlation between these changes and radiation dose.
In the present study, we employed longitudinal analysis of OCTA to further determine what quantifiable morphologic differences exist in the microvasculature between treated and fellow eyes over time, as well as elucidate if these changes can be detected as early as 6 months post-operatively. More specifically, we used previously described OCTA metrics,11,18 vessel skeleton density (VSD) and vessel diameter index (VDI), to quantitatively assess changes in retinal vascular networks. We have previously employed these metrics to quantify vascular density and diameter in diabetic retinopathy and uveitis.11,13 We also report flow impairment region (FIR), which is further detailed in the methods section, to quantify areas of subclinical non-perfusion larger than a set threshold.
Methods
Approval for this study was obtained from the Institutional Review Board of the University of Southern California, and the described research adhered to the tenets of the Declaration of Helsinki and was compliant with HIPAA. This was a retrospective, consecutive series of 61 adult patients treated with I-125 episcleral plaque brachytherapy (EPB) for medium sized choroidal melanoma by one of two ocular oncologists (JB, JK) at the USC Roski Eye Institute. Any subject with history of intraocular melanoma and plaque brachytherapy was eligible for inclusion. Treatment planning and surgery were performed as previously described with stereotactic plaque brachytherapy radiation treatment planning platform (Plaque Simulator; Eye Physics, LLC; Los Alamitos, CA); a dose of 85 Gy at a rate of 0.5 Gy/hr was prescribed to the apex of the lesion or to 5mm height, whichever was greater with a 2mm margin at the base.19 Subjects with media opacity impairing visualization of the macula, pre-existing retinal vascular disease (diabetic retinopathy, retinal vein occlusion, choroidal neovascularization), or pre-existing subretinal fluid or macular edema prior to plaque placement were excluded from the study. Subjects with direct tumor involvement in the 3×3mm perifoveal region were also excluded from the cohort analysis. Patient demographics, including age and gender, were abstracted from the medical record. Clinical data collected included visual acuity, radiation dose to fovea, follow-up time, and presence of clinically evident radiation retinopathy as determined by the Finger criteria.8 Visual acuity was reported as logMAR.
OCTA Imaging and Image Analysis
At the clinician’s discretion, OCTA was performed on irradiated eyes and the fellow non-irradiated eyes for patients prior to treatment and at their post-operative follow-up visits. Imaging was performed with a commercially available, FDA-approved, spectral-domain OCTA platform (Angioplex 5000; Zeiss Meditec; Dublin, CA). High resolution 3×3mm OCT angiograms centered on the fovea with a signal strength greater than 7/10 were included for analysis. All OCT angiograms were generated from full thickness retina to avoid segmentation errors. Images with significant motion artifacts that obscured the vascular architecture were excluded from analysis. For any eye with multiple images on a single date, the highest quality image was chosen. A previously described semi-automated algorithm was used for quantitative analysis of vessel skeletal density (VSD), vessel diameter index (VDI), and flow impairment region (FIR).11,18 Briefly, VSD is defined as a unitless proportion of the total length (in pixels) of all skeletonized vessels divided by the total number of pixels in the image window, which reflects capillary density. VDI is defined as a unitless proportion of the total vessel area divided by the total skeletonized vessel area, which reflects average vessel diameter. Lastly, FIR is defined as the sum of avascular areas in an image larger than a pre-defined threshold area, which in this study was set at 0.002mm2 to reflect the maximum threshold for physiologic intercapillary distance. This value was based on an estimate from histologic analysis that the avascular periarteriolar region is ~50μm.20 A 0.002mm2 threshold closely approximates the area of a circle with this diameter.
Data Analyses
The effect of radiation therapy on the OCTA metrics (VSD, FIR and VDI) was assessed longitudinally. Acquired data included pretreatment exams obtained prior to EPB surgery, as well as exams obtained up to 30 months post-operatively. Given the retrospective nature of our study, the post-operative follow-up dates over this period were not standardized. Therefore, for our analysis we opted to bin post-treatment exams into intervals appropriate for the available data as follows: 6-months (range 3–9 months), 1-year (range 9–18 months), and 2-years (range 18–30 months). Summary OCTA metrics were compared between irradiated and fellow eyes at the different time intervals employing generalized estimating equation (GEE) linear regression models. In the GEE models, the OCTA metrics were each used as predictor variables of the treatment status of the eyes —irradiated eye versus fellow eye. Summary OCTA metrics for treated eyes were also compared between baseline and the various follow-up timepoints. Statistical significance was defined when the p-value of the univariate model was less than 0.05. GEE models allowed for the analysis of longitudinal repeated measures, as well as correlated fellow eye data.21
In addition to the above analysis, we sought to explore the potential effects of hypertension and diabetes without retinopathy on our results. As diabetics comprised a small portion of our cohort, we performed the same binned analysis as above after excluding all diabetics from our cohort for purposes of comparison. As hypertensive patients comprised a larger portion of the cohort, we used a GEE regression model with age, hypertension, and VSD as independent variables and development of clinically evident radiation retinopathy as the dependent variable. This model also accounted for time from plaque placement.
Radiation Dose Response Analysis
Radiation dose-related changes of the OCTA metrics were also investigated in two ways. The OCTA metrics between high-dose eyes (foveal radiation >45 Gy) were compared to low-dose eyes (foveal radiation <15 Gy). These thresholds were chosen based on published dose tolerance limits of the retina.22
A second exploratory approach was adopted to assess if there was spatial correlation between radiation dose and microvascular density within the 3×3mm foveal region of an individual eye. Since the main goal of EPB is to treat the tumor with minimal radiation exposure to the foveal and optic nerve regions, high dose gradients to the fovea 3×3mm area were only possible for lesions located very close to or including the fovea. Therefore, for this analysis, the subject criteria were modified to include subjects with the greatest radiation dose gradient to the 3×3mm foveal region irrespective of lesion location. To evaluate this “within eye” correlation, the last acquired OCT angiograms (over the defined study period) of the irradiated eyes were investigated and five eyes which displayed the largest spatial gradients in microvascular density were selected for further evaluation. EPB dosimetry maps of these eyes were then generated using Eye Physics Plaque Simulator software (Eye Physics, LLC; Los Alamitos, CA) developed previously at the University of Southern California.23–25 For each case, dosimetry maps were superimposed on both the original OCT angiograms and their corresponding fundus photos for analysis.
Results
We report the results of 61 participants who underwent EPB therapy. Table 1 summarizes the demographic and clinical characteristics of the study population, as well as tumor and treatment characteristics. Table 2 summarizes the results of the OCTA metrics compared between EPB-treated and untreated fellow eyes.
Table 1.
Total number of subjects | 61 |
---|---|
Median [IQR] | 65.6 [56.8–73.1] |
Female gender (% female) | 34 (55.7%) |
Median [IQR] | 0.8 [0.4–1.3] |
No. that received anti-VEGF after treatment (%) | 6 (9.8%) |
Median [IQR] | 1.3 [0.5–1.9] |
Median [IQR] | 2.9±4.8 |
The median radiation dose to the fovea (32 Gy) is below published thresholds for clinically evident radiation damage (35 Gy).
Table 2.
Mean±SEM | EPB Treated | Fellow Eye | p-value |
---|---|---|---|
24 months | 13 | 19 | |
24 months | 0.41±0.10 | 0.11±0.07 | 0.005 |
24 months | 0.143±0.005 | 0.155±0.002 | 0.035 |
24 months | 2.92±0.025 | 2.84± 0.018 | 0.001 |
24 months | 2.08±0.267 | 1.49±0.087 | 0.033 |
Baseline
In total, 33 OCTAs of eyes with melanoma and fellow eyes were analyzed prior to EPB. Eyes with melanoma had significantly lower visual acuity compared to fellow eyes; however, there were no significant differences in VSD, VDI, or FIR (Table 2).
Six Month Follow-Up
In total, 32 OCTAs of treated and fellow eyes were analyzed at 6 months after EPB (Table 2). Among the treated eyes, only one (representing 7.7%) demonstrated evidence of radiation retinopathy on clinical examination (Figure 2A). However, the VSD and FIR metrics of OCTA assessment showed significantly lower VSD and higher FIR for the treated eyes compared to fellow eyes respectively (Table 2). These changes can also be appreciated qualitatively in maps of VSD and FIR (Figure 1). Importantly, among treated eyes that had no clinically identifiable radiation retinopathy at this follow-up period, and also had pre-treatment exams for direct comparison (n=5), there was still a significantly decreased VSD (0.146±0.011 [6 months] vs 0.158±0.005 [baseline]; p = 0.035) and an increased FIR (1.76±0.665 [6 months] vs 1.28±0.339 [baseline]; p = 0.043).
One Year Follow-Up
In total, 30 OCTAs of treated and fellow eyes were analyzed at 12 months after EPB (Table 2). Among the treated eyes, 3 (20%) demonstrated evidence of radiation retinopathy on clinical examination (Figure 2A).Treated eyes also showed a significant lower VSD and higher FIR compared to fellow eyes (Table 2).
Two Year Follow-Up
In total, 32 OCTAs of treated and fellow eyes were analyzed at 24 months after EPB (Table 2). Among the treated eyes, 9 (69%) demonstrated evidence of radiation retinopathy on clinical examination (Figure 2A).Treated eyes showed a significantly lower VSD, higher VDI, and higher FIR compared to fellow eyes (Table 2). In general, the difference in all metrics between treated and fellow eyes grew over time and corresponded with increasing rates of clinically identifiable radiation retinopathy in treated eyes (Figure 2).
Impact of Vascular Comorbidities on Analyses
In our cohort 6 (9.8%) patients had diabetes without retinopathy. When these diabetics were excluded from our analysis, there was no loss of significance in VSD, VDI, and FIR at the intervals noted in Table 2. Also, in our overall cohort, 19 (31.1%) patients had a history of hypertension. In a GEE regression model that included age, VSD, and hypertension as independent variables and development of clinically evident radiation retinopathy as the dependent variable, VSD was significant (p = 0.02) whereas hypertension (p = 0.60) and age (p = 0.40) were not.
Radiation Dose Correlation with OCTA Changes
We found significant differences in the OCTA metrics VSD and FIR over the follow-up period when the overall cohort was divided into high and low dose foveal radiation subgroups (>45 Gy [n=9] vs <15 Gy [n=3]): VSD (0.145±0.002 [high dose] vs 0.154±0.001, p < 0.0001) and FIR (2.04±0.10 [high dose] vs 1.59±0.06, p < 0.0001). The VDI metric was however not significantly different between the high dose and low dose classification (2.88±0.02 [high dose] vs 2.83±0.08, p = 0.21).
Five 3×3mm OCT angiograms were selected for our exploratory “within eye” dose-response analysis and had the following ranges of radiation dose across the fovea: Case 1 - 85–250 Gy; Case 2 - 30–70 Gy; Case 3 - 25–60 Gy; Case 4 - 40–60 Gy; and Case 5 - 8–12 Gy. Of these, the case with the greatest radiation gradient across the fovea (Case 1) had an EPB dosimetry gradient that qualitatively correlated with the spatial microvascular gradient on the 3×3mm OCTA. The longitudinal OCTA findings of Case 1 are illustrated in Figure 3, and the registered EPB dosimetry map and OCTA microvasculature is illustrated in Figure 4. The dose-dependent nature of impaired perfusion over time can be appreciated from Figure 3 when the EPB dosimetry map in Figure 4 is taken into account. The remaining cases did not appear to have any spatially correlated microvascular changes within the 3×3mm window.
Discussion
This study adds to a body of literature that has demonstrated retinal microvascular changes after episcleral plaque brachytherapy (EPB). Specifically, our study demonstrated a significant decrease in capillary density in EPB treated eyes earlier than previously reported and prior to clinically evident radiation retinopathy. It also demonstrated progressive decreases in capillary density at intervals over a 2-year period. This was accomplished through the use of quantitative metrics that directly reflect microvascular density such as vessel skeleton density (VSD), and also indirectly such as flow impairment region (FIR). Significant increases in vessel diameter index (VDI) were also seen over this time period, which likely correspond to drop-out of small caliber capillaries. In addition to these findings, we demonstrate that radiation dose to the fovea is significant predictor of VSD and FIR. In one idealized case we are able to show a large gradient (>165 Gy) of high-dose radiation across the fovea that appears to be spatially correlated to microvascular density. Collectively, these data suggest that capillary changes are occurring before clinically evident retinopathy, and that the magnitude of the radiation dose may correlate with the magnitude of the capillary damage in any given region. Furthermore, they highlight the potential utility of OCTA to monitor the progression of subtle changes in microvasculature over a period of months in treated eyes.
Our findings were consistent with those in prior studies that used OCTA to assess parafoveal vessel density in irradiated eyes. Say et al. and Cennamo et al quantified total vascular area using 3×3mm and 6×6mm binarized en-face images, respectively.14,15 Both demonstrated significant reduction in vessel area density in irradiated eyes compared to fellow eyes. Although the capillary densities in these previous studies were estimated as vessel area density, our preferred method for estimating capillary density is the skeletonized density (VSD). This is because VSD is not influenced by capillary morphologic changes such as vessel diameter, which may accompany vasculopathies, and is also minimally impacted by large caliber vessels. For brevity, our study only reports the VSD analysis as the measure for capillary density. Vessel diameter was approximated as an index, VDI, which we also demonstrated changes with worsening retinopathy. FIR, our third metric, complements VSD as an indirect measure of density and a direct measure of subclinical impaired perfusion. As FIR only accounts for avascular areas larger than a set threshold, it theoretically has a higher specificity (but lower sensitivity) for capillary dropout. For example, the loss of very minute areas of capillary flow may not result in an avascular area above our set threshold, and therefore would have no effect on FIR, but a definite effect on VSD.
The findings of our study highlight the potential use of OCTA for monitoring vascular changes in irradiated eyes over time. The vascular metrics can also serve as adjuncts to help grade the severity of radiation retinopathy. Several groups have aimed to develop effective grading schemes for radiation retinopathy that employ various imaging modalities, including ultra-wide field fluorescein angiography.9 In 2005, Finger et al developed a system with four stages of severity that correlated with vision loss, based on a combination of findings from dye-based angiography and ophthalmoscopy.8 Horgan et al later described in 2008 how OCT could be further added to identify macular edema, an early clinical feature of radiation retinopathy.7 More recently, Veverka et al. suggested OCTA could also be used to help grade severity, demonstrating that it may detect RR prior to changes seen on OCT alone.26
Thus, we concur with the assertion that OCTA may be a powerful tool in determining the severity of radiation retinopathy, and also in detecting very early microvascular changes before the onset of retinopathy on exam. This has a wide variety of clinical applications. The use of various metrics as demonstrated in this study may noticeably increase the sensitivity of OCTA to capture early changes in RR, as subtle changes in density and vessel diameter are often challenging to appreciate qualitatively in the clinic setting. For clinical purposes, we suggest obtaining 3×3mm OCT angiograms in both eyes prior to EPB placement, and intermittently at follow-up visits for those with access to these devices. As our study has shown, significant microvascular changes can be seen within 6 months of treatment, suggesting repeat imaging may be prudent even at early post-operative dates. Furthermore, as our understanding of the utility of OCTA continues to grow, longitudinal scans may prove useful in individualizing the time point for initiating RR treatment, such as when VSD or FIR reach a certain threshold value. Given recent studies evaluating earlier (or even prophylactic) anti-VEGF therapy for radiation retinopathy, these reproducible, quantitative OCTA measures may thus provide sensitive biomarkers for comparing the efficacy of RR treatment regimens.27–30
Our exploration of a possible spatial correlation between radiation dose and capillary density was demonstrated in Case 1 (Figure 4) which had (by chance alone) a very steep gradient change for the radiation dose over the 3×3mm area of the macula which was imaged. As already noted, the tumor in this case appears to partially overlap with the inferonasal edge of the 3×3mm window which may confound the analysis. However, we did not note any segmentation errors or other subjective abnormalities on the OCTA in this subject that would explain the gradient of changes observed. Of note, Case 4 also showed a large area of ischemia nearest the high dose radiation in a wider 6×6mm window. The significantly lower resolution of 6×6mm OCTA scans precludes a detailed analysis of density changes in these scans. Our findings provide a basis for future studies assessing the within eye spatial relation between EPB dosimetry and microvasculature abnormalities to enhance the understanding of radiation dose on the retinal vasculature and the development of radiation retinopathy.
As diabetic retinopathy shares many clinical features of radiation retinopathy, we further performed an analysis on our cohort after excluding our 6 diabetic patients, none of whom had pre-existing diabetic retinopathy. With exclusion of these diabetics, there was no loss of significance in any metrics for each time interval detailed in Table 2. As such, the inclusion of patients with diabetes does not change our conclusions. However, a larger study with more diabetics may reveal that diabetes effects the rate of progression of vascular change, or the likelihood of treated eyes developing radiation retinopathy over the long-term. Furthermore, hypertension may similarly affect the progression of vascular change. With a larger number of hypertensive patients in our cohort, we performed a GEE regression analysis that included hypertension, age, and VSD, with development of radiation retinopathy as the endpoint. While VSD was found to be significant, hypertension was not. However, as with diabetes, a larger study is likely needed to identify any role of hypertension with greater certainty.
Some potential limitations of our study include those inherent to OCTA imaging, such as motion artifacts and floaters, which can interfere with efforts to accurately quantify vascular metrics. We aimed to control for this by excluding images with significant artifacts. Furthermore, as single OCTA scans may miss capillaries that are only intermittently perfused, FIR may over-estimate the number of truly non-perfused areas above our set threshold, which in future analysis could be addressed by image averaging. Additionally, this study analyzed images from the 3×3mm OCTA scan pattern and may have missed some peripheral defects associated with EPB. However, larger scan patterns available at the time of this study did not have sufficient resolution to reliably detect capillary level changes, so use of the high resolution 3×3mm field was necessary. Future studies may consider images from 6×6mm or even larger windows if the resolution of the scans is sufficient. Furthermore, future studies may aim to generate dosimetry maps in a larger number of eyes, and employ more quantitative approaches to better evaluate the spatial relationship between EPB dosimetry and microvascular aberrations. Other limitations arise from the retrospective nature of the data analyzed. For example, the images for the study were acquired during study visits which were determined on a case to case basis by the physician. Although we addressed the difference in the time intervals by binning, our findings can be refined by using regularized and standardized follow-up intervals across subjects. Finally, we acknowledge that radiation may not be the only etiology of vasculopathy that is observed in radiation retinopathy, especially in affected areas that received sub-threshold radiation. For example, a tumor itself may induce ischemia in a larger vessel that would affect distal vasculature. Likewise, it could do the same to a major vascular arcade that would affect distal macular vasculature, although we saw no evidence of this in any case.
In conclusion, we investigated OCTA changes associated with EPB treatment of choroidal melanoma and report significant changes in OCTA metrics at about 6 months or earlier, even when there were no clinically detectable signs of radiation retinopathy. The change in the OCTA metrics increased over time, and in a dose dependent manner. We infer that OCTA can be a viable tool for monitoring the effect of EPB on the retinal microvasculature and its findings may play a pivotal role in developing intervention modalities to delay or treat the occurrences of retinopathy after episcleral plaque brachytherapy.
Funding:
This work was supported by the National Institute of Health (NIH grants no. R01EY030564, 1K08EY027006, R01EY028753, K08CA232344); Carl Zeiss Meditec; and unrestricted USC Roski Eye Institute departmental funding from Research to Prevent Blindness.
Declaration of Conflicting Interests:
AHK: Grant support and honoraria - Carl Zeiss Meditec.
RKW: Grant support and honoraria - Carl Zeiss Meditec.
MAA: Has controlling interest in Eye Physics LLC
Abbreviations:
- EPB
Episcleral Plaque Brachytherapy
- FA
Fluorescein Angiography
- FIR
Flow Impairment Region
- OCT(A)
Optical Coherence Tomography (Angiography)
- RR
Radiation Retinopathy
- VDI
Vessel Diameter Index
- VSD
Vessel Skeleton Density
Footnotes
Ethical Approval: This article was conducted in accordance with the declaration of Helsinki. The collection and evaluation of all protected patient information was performed in a Health Insurance Portability and Accountability Act (HIPPA)-compliant manner.
Statement of informed Consent: Informed consent was obtained prior to performing the procedure, including permission for publication of all photographs and images included herein.
Meeting Presentation: American Society of Retina Specialists Annual Meeting, Vancouver, British Columbia, July 22, 2018.
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