Correlation between macular edema recurrence and macular capillary network destruction in branch retinal vein occlusion

DOI: https://doi.org/10.21203/rs.2.15437/v3

Abstract

Background: The aim of this study was to evaluate the correlation between changes in the macular capillary network and macular edema (ME) recurrence with branch retinal vein occlusion (BRVO) using swept-source optical coherence tomography angiography (SS-OCTA).

Methods: We reviewed the data for 43 patients with treatment-naïve ME associated with BRVO. Patients who received intravitreal bevacizumab injection were divided into two groups based on ME recurrence at 6 months after edema resolution. The perifoveal capillary morphology and the macular capillary vessel density (VD) were retrospectively analyzed using en face SS-OCTA after ME resolution.

Results: A broken the perifoveal capillary ring in the superficial capillary plexus (SCP) and deep capillary plexus (DCP) was more common in the ME recurrence group (n=22) than in the no ME recurrence group (p = 0.047 and p = 0.002). Relative to the findings in the no ME recurrence groups, the destruction of the perifoveal capillary ring was more severe in the DCP (30.0° vs 87.3°, p = 0.001) than in the SCP (17.3° vs 69.5°, p = 0.006) in the ME recurrence group. The hemi-VD disparity between the affected and the unaffected areas in the SCP and DCP showed significant differences (p = 0.031 and p = 0.017), while macular VD showed no differences between the groups.

Conclusions: Destruction of the perifoveal capillary ring and hemi-VD disparity could be related to ME recurrence in BRVO. Therefore, these factors may be helpful in predicting ME recurrence.

Background

Macular edema (ME) is the most common cause of visual loss in patients with branch retinal vein occlusion (BRVO). It is caused by physical destruction of the inner blood-retinal barrier due to elevated venous pressure as a result of vein occlusion at the arteriovenous crossing site [1, 2]. With respect to the natural progression of BRVO, ME occurs in 5-15% of the cases within 1 year from the initial onset. While spontaneous resolution is achieved in less than half the cases, recovery of visual acuity to 20/40 or better is rare [3].

 Other factors involved in the onset of ME include increased vascular permeability caused by vascular endothelial growth factors (VEGFs) or various inflammatory cytokines [4, 5]. Increased levels of intravitreal VEGFs are associated with nonperfusion areas in the retinal capillaries and the severity of ME [5, 6]. However, many cases still require re-treatment because of recurrence or persistence of ME despite intravitreal anti-VEGF and/or steroid injection therapy [7-9]. Yoo et al. [10] reported that recurrent ME requires more aggressive treatment and that spontaneous resolution without any treatment is very rare.

 According to Spaide's [11] new theory, ME related to retinal vascular disorders is associated with regulation of the flow of fluid in macular capillaries. Edema in BRVO primarily occurs in the same areas of altered macular capillary flow [11]. Tsuboi et al. [12] reported that persistent macular edema can be related to the difference in capillary loss between the deep capillary plexus (DCP) and the superficial capillary plexus (SCP). However, data on the relationship between changes in the macular capillary network and ME recurrence are lacking.

 Optical coherence tomography (OCT) is a very important diagnostic tool for ME caused by RVO [13, 14]. It takes images of cross-sections of the macular region and provides information about changes in the macular thickness, changes in intraretinal cysts, accumulation of subretinal fluid, and photoreceptor damage. However, OCT cannot show changes in the foveal avascular zone (FAZ) or the different layers of the capillary network.

 In contrast, OCT angiography (OCTA) without a contrast agent uses light with a wavelength of 840-1050 nm, to amplify and calculate the differences in the signals emitted from moving and non-moving tissues, and detect the flow of erythrocytes within the blood vessels, thereby producing reconstructed images of the retinal and choroidal vascular structure. The data obtained from the retinal volume scan are reconstructed as en face images, and they also provide information about the capillary morphology and FAZ area [15-17]. Therefore, in the present study, we used SS-OCTA to analyze changes in the macular capillary structure following treatment for BRVO-induced ME and investigated the factors associated with ME recurrence.

Methods

The present study retrospectively analyzed the medical records and images of patients diagnosed with treatment-naïve ME associated with BRVO at the Department of Ophthalmology, Dongsan Medical Center, Keimyung University between October 2016 and March 2018. Comparative analysis was performed with the patients divided into two groups based on ME recurrence (ME recurrence and no ME recurrence) during 6 months after the resolution of initial ME. The present study was performed in accordance with the principles of the Declaration of Helsinki and approved by the Keimyung University Institutional Review Board (IRB no. 2018-09-039).

 Patients with any of the following conditions were excluded from the study: 1) previous diagnosis and treatment for BRVO; 2) other retinal diseases that can affect the macular thickness, such as age-related macular degeneration, diabetic retinopathy, central retinal vein occlusion, and epi-retinal membrane; 3) high myopia (axial length ≥ 26.5 mm or refractive error ≥ -6 diopter); 4) glaucoma; and 5) history of pars plana vitrectomy. Patients were also excluded in case of voluntary termination of follow-up prior to ME resolution and difficulty in data analysis due to poor image quality.

 The locations of vein occlusion proposed by Hayreh et al. [18] were used to divide the occlusion into two types: major BRVO and macular BRVO. ME was diagnosed using swept source-OCT (SS-OCT; Swept Source DRI-OCT TritonTM, Topcon, Tokyo, Japan) and macular thickening was defined as a central macular thickness (CMT) of ≥300 um with intraretinal cysts or subretinal fluid in the macular region. OCT was performed during each visit to check for the presence of edema and changes in the macular thickness. Resolution of ME was defined as a CMT of <300 um with a concave macular contour. All patients were treated with intravitreal bevacizumab injections for ME. During the follow-up periods, intravitreal bevacizumab injection were repeated as needed until ME resolution was achieved. 

Analysis of the perifoveal capillary network morphology using OCTA

 Changes in the morphology of the perifoveal capillary network (FAZ area, perifoveal capillary ring) were analyzed using SS-OCTA (Swept Source DRI-OCT TritonTM, Topcon, Tokyo, Japan) and imaging was performed by a single experienced examiner on the same day.

 The images of the macular region (3 × 3 mm) were automatically acquired with four slabs divided into the SCP, DCP, outer retina, and choriocapillaris using the IMAGEnet 6 software (version 1.17, Topcon, Tokyo, Japan). The SCP included the area from a point 2.6 um below the internal limiting membrane to a point 15.6 um below the inner plexiform layer, while the DCP included the area between 15.6 um to 70.2 um below the inner plexiform layer.

 For the elimination of segmentation errors in the retinal layer due to macular swelling, analyzed images were obtained after resolution of ME. Images with signal strength intensity (SSI) values of ≥50, and with the centrally located fovea were selected, and the FAZ area and perifoveal capillary ring morphology were analyzed.

 The FAZ area was obtained from values automatically calculated by two examiners, who used a caliper contained in the program to manually draw along the inner boundaries of the SCP and DCP (Figure 1). The perifoveal capillary ring was defined as the inner boundary of FAZ. Changes in the perifoveal capillary ring were divided into two types: (I) intact (0 clock hour) if the inner boundary of the capillary plexus was not broken after resolution of ME, and (II) ring loss or destruction if the inner boundary was broken. The degree of ring loss was marked as the clock hour and converted by multiplying each hour by 30° (Figure 2). 

Analysis of macular capillary VD using ImageJ

 VD in the macular capillary network was analyzed by the ImageJ software program (version 1.52a, National Institutes of Health, Bethesda, Maryland, USA; available at http://imagej.nih.gov/ij/) using SCP and DCP images acquired by OCTA for 3 × 3 mm macular region. For visualization of the capillaries, a 320 × 320-pixel image was converted to an 8-bit image and processed by binarization after marking with gray values between 0 and 255, and the average gray value of all pixels was used as the VD (Figure 3).

 Moreover, for analysis of the hemi-VD disparities between the affected and unaffected areas, the SCP & DCP images were divided into upper and lower portions. The hemi-VD values were measured by binarization of the 320 × 160-pixel area (3 × 1.5 mm) and the hemi-VD disparity was derived by substracting the VD of one hemi-area from the other hemi-area (Figure 4). 

Statistical analysis

 The SAS program (version 9.4, SAS Institute Inc. Cary, North Carolina, USA) was used for statistical analysis; a p-value of <0.05 was considered statistically significant. The values measured by two examiners were considered reliable if the intraclass correlation coefficient was ≥0.8. The mean of SSI values derived from en face OCTA images showed no significant differences between the two groups. (59.05 vs 60.62, p=0.32)

 The superficial and deep FAZ areas, average VD, and hemi-VD disparity in SCP and DCP were compared between the two groups using the Wilcoxon rank-sum test. Superficial and deep perifoveal capillary ring losses were analyzed using the Chi-square test, while the extent of capillary ring loss was analyzed using the Wilcoxon rank-sum test.

Results

This study included a total of 43 patients: 21 patients with no ME recurrence and 22 patients with ME recurrence following intravitreal anti-VEGF injection therapy for BRVO-induced ME. The demographics and clinical characteristics of the eyes in the two groups are summarized in Table 1.

 There were no statistically significant differences between the ME recurrence and no ME recurrence groups in terms of the mean ages (p = 0.318), sex (p = 0.667), eye involved (right or left; p = 0.897), location of vein occlusion (p = 0.650), presence of macular hemorrhage (p = 0.665), mean BCVA (logMAR) at the first visit (0.54 ± 0.45 vs. 0.61 ± 0.37, p = 0.371), mean CMT before treatment (494.43 ±164.62 um vs. 550.82 ± 161.31um, p = 0.170), mean CMT after resolution of ME ( 201.38 ± 32.17um vs. 194.05 ± 38.04um, p = 0.502), and the mean duration until resolution of ME (2.87 ± 2.16 vs. 2.30 ± 1.63, p = 0.313).

 However, the improvement in BCVA at 6 months after resolution of ME was significantly better in the no ME recurrence group than in the ME recurrence group (0.17 ± 0.21 vs. 0.33 ± 0.31, p = 0.037), while the mean number of injections until resolution of ME was higher in the recurrence group, (2.05 ± 1.12 vs. 2.86 ± 1.32, p = 0.028); this showed that the recurrence group required additional injections to achieve ME resolution.

Changes in the morphology of the perifoveal capillary network (FAZ area, perifoveal capillary ring) are summarized in Table 2. The mean FAZ area in the SCP (0.40 ± 0.11 mm2 vs. 0.52 ± 0.25 mm2, p = 0.035) and the DCP (0.48 ± 0.12 mm2 vs. 0.60 ± 0.26 mm2, p = 0.063) areas was wider in the ME recurrence group than in the no ME recurrence group. With respect to the intactness of the perifoveal capillary ring, the recurrence group showed a significantly higher number of cases with perifoveal capillary ring loss in the SCP (12/21 vs. 6/22, p = 0.047) and DCP (11/21 vs. 2/22, p = 0.002). The mean extents of perifoveal capillary ring loss in the SCP (17.3° vs. 69.5°, p = 0.006) and DCP (30.3 ° vs. 87.3°, p = 0.001) were greater in the ME recurrence group than in the no ME recurrence group.

The mean VD in the SCP (76.70 ± 9.06 vs. 78.07 ± 7.66, p = 0.298) and the DCP (73.71 ± 7.39 vs. 71.87 ± 6.22, p = 0.190) showed no significant differences between the two groups. However, the hemi-VD disparity between the unaffected and affected areas in the SCP (9.26 ± 10.68 vs. 13.08 ± 8.81, p = 0.031) and DCP (14.10 ± 12.42 vs. 21.73 ± 12.10, p = 0.017) showed statistically significant differences between the groups (Table 3).

Discussion

This retrospective study aimed to investigate how changes in the macular capillary morphology and the macular VD affect the recurrence of ME associated with BRVO. On en face OCTA images acquired after resolution of ME, the recurrence group showed a less intact perifoveal capillary ring and a broader range of ring loss than did the no ME recurrence group. Moreover, the recurrence group showed a larger hemi-VD disparity between the unaffected and affected areas in the SCP and DCP and a lower hemi-VD in the affected area in the DCP.

 The most common causes of visual loss in BRVO cases are ME and macular ischemia [19, 20]. Although the definition of macular ischemia remains unclear, the occurrence of ME and that of macular ischemia are closely related [21, 22]. Sim et al. [21] defined macular ischemia as FAZ expansion, and non-perfusion in the perimacular capillaries. Meanwhile, Finkelstein [22] reported that macular ischemia is associated with the destruction of the perifoveal capillary ring, while Wakabayashi et al. [23] defined a capillary ring loss of ≥1/4 as FAZ destruction. In the present study, although a definition of macular ischemia was not defined, we analyzed whether the changes in the capillary network (the FAZ area, capillary ring morphology) and macular VD (3 × 3-mm macular region, the hemi-VD disparity) affected ME recurrence.

 The mean superficial and deep FAZ areas in healthy people is 0.2-0.4 mm2 and 0.3-0.6 mm2, respectively [24-26]. Changes in the FAZ area and VD have been reported as important biomarkers for the progression of diabetic retinopathy and retinal vascular diseases and the prognosis of visual acuity [27-29]. These factors are more useful to OCTA than to fluorescein angiography (FAG) [30-31].

 Wakabayashi et al. [23] reported that smaller FAZ areas resulted in better visual acuity after resolution of ME, and Parodi et al. [26] reported that the association between ME and visual loss was weak, although an increase in the FAZ area was closely associated with visual loss. As shown, most of the previous studies reported associations between the FAZ area and the visual prognosis in cases of retinal vascular disease [17, 23, 26-29]. However, studies on the association between the FAZ area and the ME recurrence are lacking. Our study found that the recurrence group had wider superficial and deep FAZ areas after resolution of ME than did the no ME recurrence group, with the values for the superficial FAZ area showing greater statistical significance. Unfortunately, we did not analyze whether the FAZ areas changes over time after ME resolution; therefore, additional studies are needed to establish the changes in the FAZ areas following ME resolution.

 In the present study, the extent of perifoveal capillary ring loss in the SCP and DCP was significantly higher in the recurrence group than in the no ME recurrence group, and it indicated that ring destruction was more severe at the DCP level than at the SCP level in the recurrence group. Destruction of the capillary ring actually had a greater effect on ME recurrence than did FAZ enlargement. Identification of the DCP status by OCTA is very important for the detection of macular ischemia [32]. Deep capillaries play a role as a watershed zone that supplies blood to the outer plexiform and inner nuclear layers [24], and the necessary oxygen to the inner segments of visual cells under scotopic conditions [33]. Destruction of a capillary ring is an indicator of macular ischemia, and destruction of the superficial and deep perifoveal capillary rings promotes VEGF secretion, which may cause ME to occur more readily because of increased vascular permeability.

 The relationship between retinal perfusion state and ME recurrence in BRVO has not been established. Hasegawa and colleagues [34] reported that patients with a severe reduction in the macular VD on en face OCTA SCP images exhibited fewer recurrences of edema and required fewer intravitreal anti-VEGF injections. Sakimoto and colleagues [35] divided the macular perfusion into three grades using FAG; full perfusion area, partial perfusion area, and nonperfusion area. They found that a partial perfusion area with a dilated and irregular capillary net was a source of macular edema.

 The VD of the macular region indirectly reflects the degree of macular capillary perfusion. In this study, we checked the macular VD using en face OCTA images of both the SCP and DCP. Our results showed no difference in the macular VD between the recurrence and no ME recurrence groups, although the recurrence group showed greater hemi-VD disparity between the hemi-superior areas and hemi-inferior areas in the SCP and DCP. Moreover, the hemi-VD disparity in the DCP was particularly higher in the ME recurrence group.

 The possible explanations for the opposite outcomes between macular VD versus hemi-VD disparity and edema recurrence are as follows. It may imply that the macular VD alone cannot predict the ME recurrence. The VD is defined as percentage area occupied by retinal large vessels and capillary networks. It does not provide retinal vascular flow states such as flow rates and leaks that evaluate the activation of retinal vein occlusion. The hemi-VD disparity can reflects the difference of ischemic damage from retinal vein occlusion in the affected areas and the unaffected areas. In addition, the secretion of VEGF is stimulated by the relatively hypoxic retina, especially the border zone of the nonperfusion area. We suggest that the amount of VEGF secreted by retinal tissues increases with the severity of the hemi-VD disparity. Rather than the macular VD, the VD disparity in hemi-areas may reflect disturbances in edema control and contribute to the recurrence of ME in BRVO. Yeung et al. [36] found that the ratio of VD in the DCP relative to the SCP is more important in regulating the macular fluid dynamics. The capillary damages in the DCP may affect the macular edema. Our study showed that the hemi-VD disparity in the DCP was higher in the ME recurrence group, which is more related to ME recurrence in BRVO.

 Hayreh et al. [37] reported that the mean time to resolution of ME was similar in cases of major and macular BRVO, while visual improvement was worse in cases of major BRVO. However, there was no mention of the association between the location of the occlusion and ME recurrence. In the present study, we divided the cases according to the location of vein occlusion and found no statistically significant differences between the ME recurrence and no ME recurrence groups.

This study has some limitations. Because the images were acquired from just a single round of OCTA, a relatively small number of samples were analyzed after the exclusion of poor-quality images. Furthermore, because of limitations in the built-in OCTA analysis algorithm, we calculated the FAZ area by manually drawing the inner boundaries and analyzed the VD in the macular capillary network using the Image J software. The new validated algorithm will enhance the results of future studies. Finally, we did not identify the extent of the retinal nonperfusion area by using FAG, while VD was only measured in a 3 × 3-mm macular region on OCTA images. Therefore, future studies should use wide-viewing OCTA images to examine the change in the macular capillary network morphology over time after ME resolution.

Conclusions

In conclusion, perifoveal capillary ring destructions and hemi-VD disparities could be related to the recurrence of ME in patients with BRVO. The greater the destruction of the foveal capillary ring, the greater the hemi-VD disparity and the lower the hemi-VD in the areas affected by BRVO, these factors may be correlated with a higher risk of ME recurrence. Therefore, assessment of the macular capillary ring morphology and vessel density change in treatment-naïve ME associated with BRVO can be helpful in predicting ME recurrence.

Abbreviations

BRVO: Branch retinal vein occlusion; CMT: Central macular thickness; DCP: Deep capillary plexus; FAG: Fluorescein angiography; FAZ: Foveal avascular zone; ME: Macular edema; OCT: Optical coherence tomography ; OCTA: Optical coherence tomography angiography; SCP: Superficial capillary plexus; SSI: Signal strength intensity; SS-OCT: Swept-source optical coherence tomography; VD: Vessel density; VEGF: Vascular endothelial growth factor; VD: Vessel density

Declarations

Ethical approval and consent to participate

All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards. This study was approved by the Keimyung University Institutional Review Board (IRB no. 2018-09-039). 

Consent for publication

Instead of obtaining consent for publication from the subject, identification data such as age and gender have been anonymized. 

Availability of data and materials

The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request. 

Competing interests

J.H.J received payment for lectures from Bayer, Novartis outside the submitted work. Y.C.K reports honorarium from Allergan, Bayer, Novartis and Santan, and a research grant from Bayer, outside the submitted work. J.P.S received nonfinancial supports. 

Funding

This work was supported by the research promoting grant from the Keimyung University Dongsan Medical Center. The funding organiziation had no role in the design or conduct of the study; collection, analysis, and interpretation of data, writing the manuscript. 

Author's Contributions

JJH and KYC performed the clinical examinations and acquired the patients data. All authors analyzed and interpreted the data. JJH wrote the manuscript. JJH and SJP contributed to major revise and study design. All authors read and approved the final manuscript.

Acknowledgements

Not applicable

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Tables

Table 1. Demographics and clinical characteristics of the study eyes 

Characteristics

no ME recurrence group (n=21)

ME recurrence group (n=22)

p-value

Mean age (year)

60.29 ± 14.26

64.00 ± 9.08

0.318*

Male /Female (no.)

8/13

7/15

0.667

Right eye/Left eye (no.)

9/12

9/13

0.897

Occlusion site, no. (%)

 

 

0.650

Major BRVO

10 (47.6%)

12 (54.5%)

 

Macular BRVO

11 (52.4%)

10 (45.5%)

 

Presence of macular hemorrhage, no. (%)

14 (66.7%)

16 (72.7%)

0.665

Mean logMAR BCVA at first visit

0.54 ± 0.45

0.61 ± 0.37

0.371*

Mean logMAR BCVA at 6 months

0.17 ± 0.21

0.33 ± 0.31

0.037*

Mean CMT before treatment

494.43 ± 164.62 um

550.82 ± 161.31 um

0.170*

Mean CMT at ME resolution

201.38 ± 32.17 um

194.05 ± 38.04 um

0.502*

Mean time to ME resolution, months

2.87 ± 2.16

2.30 ± 1.63

0.313*

Mean number of intravitreal injections

2.05 ± 1.12

2.86 ± 1.32

0.028*

Mean follow-up period, months (range)

8.38 ± 3.14 (6-15)

11.09 ± 4.82 (6-21)

0.036*

Values are presented as mean ± standard deviation unless otherwise indicated. 

ME = macular edema; BRVO = branch retinal vein occlusion; logMAR = logarithm of the minimum angle of resolution; BCVA = best corrected visual acuity; CMT = central macular thickness. 

* Statistics by Wilcoxon rank-sum test; † Statistics by Chi-square test.

 


 

Table 2Perifoveal capillary network morphology on en face swept-source optical coherence tomography angiography images 

OCT angiography parameters

no ME recurrence 

group (n=21)

ME recurrence group (n=22) 

p-value

Superficial capillary plexus

Average FAZ area

Intact perifoveal capillary ring, no. (%)

 Extent of the destructed capillary ring, no. (%)

  1 clock hour

  2 clock hours

  3 clock hours

  4 clock hours

  5 clock hours

  6 clock hours

 Average extent of capillary ring loss, °

 

0.40 ± 0.11 mm2

12 (57.1%)

 

6 (28.6%)

3 (14.3%)

0 (0.0%)

0 (0.0%)

0 (0.0%)

0 (0.0%)

17.3 

 

0.52 ± 0.26 mm2

6 (27.3%)

 

3 (13.6%)

5 (22.7%)

2 (9.1%)

2 (9.1%)

0 (0.0%)

4 (18.2%)

69.5

 

0.035*

0.047

 

 

 

 

 

 

 

0.006*

Deep capillary plexus

Average FAZ area

Intact perifoveal capillary ring, no. (%)

 Extent of the destructed capillary ring, no. (%)

     1 clock hour

     2 clock hours

     3 clock hours

     4 clock hours

     5 clock hours

     6 clock hours

 Average extent of capillary ring loss, °

 

0.48 ± 0.12 mm2

11 (52.4%) 

 

5 (23.8%)

2 (9.5%)

2 (9.5%)

0 (0.0%)

0 (0.0%)

1 (4.8%)

30.0

 

0.60 ± 0.26 mm2

2 (9.1%)

 

5 (22.7%)

2 (9.1%)

4 (18.2%)

5 (22.7%)

1 (4.6%)

3 (13.6%)

87.3

 

0.063*

0.002

 

 

 

 

 

 

 

0.001*

Values are presented as mean ± standard deviation unless otherwise indicated. 

OCT= optical coherence tomography; ME = macular edema; FAZ = foveal avascular zone.

* Statistics by Wilcoxon rank-sum test; † Statistics by Chi-square test.




Table 3. Macular capillary density on en face swept-source optical coherence tomography angiography images

OCT angiography parameters

no ME recurrence group (n=21)

ME recurrence 

group (n=22) 

p-value*

Superficial capillary plexus

Macular vessel density (3 × 3-mm area)

Hemi-vessel density (3 × 1.5-mm area)

 Hemi-vessel density in the unaffected area 

 Hemi-vessel density in the affected area

 Hemi-vessel density disparity 

 

76.70 ± 9.06 

 

81.49 ± 9.82

72.23 ± 16.62

 9.26 ± 10.68

 

78.07 ± 7.66

 

84.40 ± 9.72

71.32 ± 9.87

13.08 ± 8.81

 

0.298

 

0.215

0.544

0.031

Deep capillary plexus

Macular vessel density (3 × 3-mm area)

Hemi-vessel density (3 × 1.5-mm area)

 Hemi-vessel density in the unaffected area 

 Hemi-vessel density in the affected area

 Hemi-vessel density disparity 

 

73.71 ± 7.39 

 

81.68 ± 7.70

65.57 ± 9.50

14.10 ± 12.42

 

71.87 ± 6.22

 

82.55 ± 9.20

68.82 ± 8.38

 21.73 ± 12.10

 

0.190

 

0.512

0.040

0.017

Values are presented as mean ± standard deviation unless otherwise indicated. 

OCT= optical coherence tomography; ME = macular edema.

* Statistics by Wilcoxon rank-sum test