Abstract
Purpose: To examine the quantitative measurements of OCTA in children with amblyopia using the meta-analysis methodology.
Methods: PubMed, Embase, and Cochrane library were searched for available papers up to March 2021. Weighted mean differences (WMD) were used to compare the retina parameters between the eyes with amblyopia and the contralateral eyes or healthy control eyes.
Results: Twelve studies were included. When considering the parafovea, the microvessel density was reduced in amblyopic eyes compared with healthy control eyes in the superficial capillary plexus (SCP) in 6 × 6 volume scan (WMD = −2.12, 95%CI: −3.24, −0.99) but not SCP in 3 × 3 volume scan (WMD = −1.43, 95%CI: −2.96, 0.11). In the deep capillary plexus (DCP), amblyopia did not decrease vessel density in the 6 × 6 volume scan (WMD = −2.22, 95%CI: −5.86, 1.42; I2 = 79.6%, P = 0.008), but a difference was observed in the whole eye 3 × 3 (WMD = −1.95, 95%CI: −3.23, −0.67; I2 = 27.5%, P = 0.252). There were no significant differences in the foveal avascular zone area and foveal thickness between amblyopic eyes and healthy control eyes. There were no significant differences in microvessel density, foveal avascular zone area, and foveal thickness between amblyopic eyes and fellow eyes.
Conclusion: According to OCTA, amblyopic eyes had lower vessel density in parafoveal SCP and DCP compared with healthy control eyes, but not compared with fellow eyes. There were no significant differences regarding the foveal avascular zone area and foveal thickness between amblyopic and non-amblyopic eyes.
Keywords: fovea, macula, angiography, amblyopia, unilateral, meta-analysis, tomography, optical coherence
Introduction
Amblyopia is defined as a reduction in best-corrected visual acuity (2-line difference between the two eyes) secondary to neurological deficits in visual output caused by abnormal brain stimulation during critical periods of visual development (1–3). It is usually unilateral and is the most common cause of vision loss and mononuclear blindness in children. It remains the most common cause of preventable vision loss in children (4). The worldwide prevalence is 1–5%, and the prevalence in North America is 2–4% (2, 3).
In animal models of amblyopia, fewer ganglion cells project to the central visual nuclei (5), and it has been suggested that the postnatal process of ganglion cell reduction is affected by amblyopia and should result in a thicker circumpapillary retinal nerve fiber layer (6). A meta-analysis of optical coherence tomography (OCT) studies revealed that a thicker foveola was found in amblyopic eyes compared with normal eyes (7). On the other hand, it is unknown whether this thicker fovea is associated with changes in blood flow or microvessel density.
OCT angiography (OCTA) is a relatively new and non-invasive imaging technique that uses motion control contrast imaging to obtain high-resolution volumetric blood flow information and generate angiographic images of the retina and choroid (8). The advantages of OCTA over the traditional fluorescein and indocyanine-green angiography are its fast acquisition time and non-invasiveness (9, 10). In addition, it provides quantitative measurements (11). It can be used to assess retinal diseases, glaucoma, and uveitis (9, 10). Importantly, OCTA can provide quantitative assessments of the superficial capillary plexus (SCP) and deep capillary plexus (DCP) (12). Some studies examined the use of OCTA for amblyopic eyes, but the results are inconsistent, and no meta-analysis is available to synthesize the quantitative measurements of OCTA in children with amblyopia.
Therefore, the aim of the present meta-analysis is to examine the quantitative measurements of OCTA in children with amblyopia. The results could provide a firmer basis for the use of OCTA for the management of amblyopia.
Methods
Study Selection
This meta-analysis was conducted according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. The study eligibility criteria were: (1) children with amblyopia in one eye as the case group, compared with the contralateral eyes or healthy control eyes; (2) quantitative measurement of the foveal avascular zone and macular vascular plexus density using OCTA; (3) language limited to English; and (4) the outcomes could be extracted.
PubMed, Embase, and Cochrane library were searched for available papers up to March 2021 using the MeSH terms and key words pertinent to “amblyopia” and “optical coherence tomography angiography.”
Data Extraction and Quality Assessment
The selection and inclusion of studies were performed in two stages by two independent reviewers (Lei Gao and Xiangwen Shu). This included, first, the analysis of the titles and abstracts, followed by the full texts. Any disagreements were resolved by a third reviewer (Peng Zhang).
Data, including names of authors, publication year, study design, sample size, type of amblyopia, OCTA algorithm, and spherical equivalent, were gathered with a structured data collecting form. The observational studies were evaluated according to the Newcastle-Ottawa scale (NOS) (13, 14).
Statistical Analysis
All analyses were performed using STATA SE 14.0 (StataCorp, College Station, Texas, USA). Weighted mean differences (WMD) and corresponding 95% confidence intervals (CIs) were used to compare the retina parameters between the eyes with amblyopia and the contralateral eyes or healthy control eyes. Statistical heterogeneity among these studies was calculated using Cochran's Q-test and the I2 index. Q-test with P < 0.10 and I2 > 50% indicated high heterogeneity, and the random-effects model was then used; otherwise, the fixed-effects model was used. The publication bias was analyzed using funnel plots. P-values < 0.05 were considered statistically significant.
Results
Search Process
A total of 95 entries were retrieved from PubMed and Embase. After removing duplicates, 68 titles and abstracts were screened. After excluding the irrelevant papers and invalid paper types, 15 full-text papers were reviewed. One was excluded for no available data and two for inappropriate outcomes. Therefore, 12 studies were included in the present meta-analysis (15–26) (Figure 1 and Table 1). There were eight cross-sectional studies (15, 16, 18–20, 23, 25, 26), one longitudinal study (17), one cohort study (24), one case-control study (22), and one undefined (21). A total of 1,744 patients were included (range, 12–1,075/study). Table 2 presents the quality of the studies according to the NOS. All 12 studies were of high quality.
Table 1.
References | Design | Sample size | Scan size | Age (years, mean ± SD) | Sex female (%) |
OCTA algorithm |
Spherical equivalent (D) | Type of amblyopia | Study location | No. of eyes intervention comparator | |
---|---|---|---|---|---|---|---|---|---|---|---|
Zhang et al. (26) | Cross-sectional | 59 | 6 × 6 mm | 7.86 ± 1.88 | 41.0% | RTVue XR Avanti (SD) | 4.97 ± 2.58 | A | China | 22 | 21 |
Chen et al. (17) | Longitudinal study | 88 | 3 × 3 mm | 8 (7, 9) | 59.1% | RTVue XR Avanti (SD) | 4.44 ± 1.89 | A | China | 22 | 66 |
Cinar et al. (18) | Cross-sectional | 74 | 3 × 3 mm | 12 ± 4.2/13 ± 6.1 | 51.4% | Triton DRI-OCT | 3.80 ± 2.20 | A | Turkey | 37 | 37 |
Gunzenhauser et al. (21) | / | 12 | 3 × 3 mm | 6.5 | 66.7% | RTVue XR Avanti (SD) | / | Mixed (A, AS) | USA | 12 | / |
Wong et al. (24) | Cohort | 1,075 | 6 × 6 mm | 7.57 ± 1.20/ 7.65 ± 0.97 |
55.4% | Triton DRI-OCT | −0.09 ± 4.34 | Mixed (A, AS) | China | 30 | 1,045 |
Yilmaz Cinar and Ozkan (25) | Cross-sectional | 50 | 3 × 3/6 × 6 mm | 12.60 ± 2.83/ 11.64 ± 2.31 |
38.0% | RTVueXR Avanti (SSADA) | / | Mixed (A, AS) | Turkey | 25 | 25 |
Araki et al. (15) | Cross-sectional | 15 | 3 × 3 mm | 9.8 ± 3.4 | 73.3% | NIDEK RS-3000, Advance (CODAA) | / | Mixed (A, AS) | Japan | 15 | / |
Chen et al. (16) | Cross-sectional | 151 | 3 × 3 mm | 8 ± 0.52 | 45.7% | RTVue XR (AngioVue version 2017.1.0.155) | 4.53 ± 0.39 | Mixed (A, AS) | China | 85 | 66 |
Demirayak et al. (19) | Cross-sectional | 38 | 3 × 3 mm | 9.1 ± 2.73 | 55.3% | RTVue XR (SSADA) | 3.34 ± 0.90 | Mixed (A, S) | Turkey | 17 | 21 |
Doguizi et al. (20) | Cross-sectional | 97 | 3 × 3 mm | 13.7 ± 3.25 | 40.2% | RTVue XR (SSADA) | 5.31 ± 1.39 | A | Turkey | 40 | 57 |
6 × 6 mm | |||||||||||
Sobral et al. (23) | Cross-sectional | 26 | 3 × 3 mm | 9.2 ± 2.84 | 53.8% | RTVue XR (SSADA) | 3.20 ± 1.85 | Mixed (A, S) | Portugal | 26 | 26 |
Lonngi et al. (22) | Case-control | 59 | 3 × 3 mm | 8.0 ± 4.0 | 56% | RTVue XR (SSADA) | 3.86 ± 19.88 | Mixed (A, S) | USA | 13 | 50 |
6 × 6 mm |
SD, standard deviation; OCTA, optical coherence tomography angiography; D, diopter; S, strabismic amblyopia; A, anisometropic amblyopia; AS, combined amblyopia patients with strabismus and anisometropia; SSADA, split-spectrum amplitude-decorrelation angiography algorithm; CODAA, complex OCT-signal difference analysis angiography.
Table 2.
References | Representativeness | Selection | Ascertainment | Adjustment for confounders | Assessment of outcome | Response rate | Scores | Quality |
---|---|---|---|---|---|---|---|---|
Zhang et al. (26) | ☆ | ☆ | ☆ | ☆☆ | ☆ | ☆ | 7 | High |
Chen et al. (17) | ☆ | ☆ | ☆ | ☆ | ☆ | ☆ | 7 | High |
Cinar et al. (18) | ☆ | ☆ | — | ☆☆ | ☆ | ☆ | 6 | High |
Gunzenhauser et al. (21) | ☆ | ☆ | ☆ | ☆☆ | ☆ | ☆ | 7 | High |
Wong et al. (24) | ☆ | ☆ | ☆ | — | ☆ | ☆ | 5 | High |
Yilmaz Cinar and Ozkan (25) | ☆ | ☆ | ☆ | ☆☆ | ☆ | ☆ | 7 | High |
Araki et al. (15) | ☆ | — | ☆ | ☆☆ | ☆ | ☆ | 6 | High |
Chen et al. (16) | ☆ | ☆ | ☆ | ☆☆ | ☆ | ☆ | 7 | High |
Demirayak et al. (19) | ☆ | ☆ | ☆ | ☆☆ | ☆ | ☆ | 7 | High |
Doguizi et al. (20) | ☆ | ☆ | ☆ | ☆☆ | ☆ | ☆ | 7 | High |
Sobral et al. (23) | ☆ | ☆ | ☆ | ☆☆ | ☆ | ☆ | 7 | High |
Lonngi et al. (22) | ☆ | ☆ | ☆ | ☆☆ | ☆ | ☆ | 7 | High |
According to the Newcastle-Ottawa scale (NOS), “☆” has different meanings under different item. “☆☆” Represents adjustment for age and other controlled factors.
Macular Vessel Density in Amblyopic Eyes Compared With Healthy Control Eyes
In the SCP, when considering the whole eye in 6 × 6 volume scan, amblyopia decreased the vessel density (WMD = −2.12, 95%CI: −3.24, −0.99), but not when considering the whole eye in 3 × 3 volume scan (WMD = −1.43, 95%CI: −2.96, 0.11). Heterogeneity was not observed for the 6 × 6 analysis (I2 = 0.0%, P = 0.920), but there was heterogeneity for the 3 × 3 volume scan (I2 = 59.3%, P = 0.085). No impacts were observed when considering the fovea 3 × 3 volume scan (WMD = −0.92, 95%CI: −3.90, 2.07). Heterogeneity was observed (I2 = 81.2%, P = 0.001). When considering the parafovea 3 × 3, the microvessel density in the SCP was reduced in amblyopic eyes (WMD = −1.45, 95%CI: −2.54, −0.36). Heterogeneity was not observed (I2 = 39.6%, P = 0.174) (Figure 2A). In the subgroup analyses, and impact of anisometropia was observed on the whole eye (WMD = −2.40, 95%CI: −4.17, −0.63). Similar effects were observed for mixed amblyopia (WMD = −1.92, 95%CI: −3.38, −0.47; I2 = 0.0%, P = 0.979) (Supplementary Figure 1A). No impact was observed at the fovea level. At the parafovea level, mixed amblyopia affected the microvessel density (WMD = −1.96, 95%CI: −2.84, −1.08; I2 = 0.0%, P = 0.382), but not anisometropia (WMD = −0.40, 95%CI: 1.92, 1.12).
In the DCP, when considering the whole eye 6 × 6, amblyopia did not decrease vessel density (WMD = −2.22, 95%CI: −5.86, 1.42; I2 = 79.6%, P = 0.008), but a difference was observed in the whole eye 3 × 3 (WMD = −1.95, 95%CI: −3.23, −0.67; I2 = 27.5%, P = 0.252). Vessel density was not decreased in the fovea 3 × 3 volume scan (WMD = −1.20, 95%CI: −3.57, 1.17; I2 = 70.0%, P = 0.019). When considering the parafovea, the microvessel density in the DCP was not reduced in amblyopic eyes (WMD = −0.83, 95%CI: −1.99, 0.33; I2 = 31.5%, P = 0.223) (Figure 2B). In the subgroup analyses, there were no impacts of anisometropia or mixed amblyopia on microvessel density compared with healthy eyes (Supplementary Figure 1B).
Foveal Avascular Zone Area in Amblyopic Eyes Compared With Healthy Control Eyes
There was no significant difference between amblyopia eyes and healthy control eyes in foveal avascular zone area in the assumed SCP 6 × 6 volume scan (WMD = −0.03, 95%CI: −0.08, 0.01), assumed SCP 3 × 3 volume scan (WMD = 0.01, 95%CI: −0.03, 0.03; I2 = 14.9%, P = 0.319), assumed DCP 6 × 6 volume scan (WMD = −0.03, 95%CI: −0.08, 0.01), and in the assumed DCP 3 × 3 volume scan (WMD = 0.01, 95%CI: −0.01, 0.04; I2 = 38.0%, P = 0.168) (Figure 3).
Foveal Thickness in Amblyopic Eyes Compared With Healthy Control Eyes
There was no significant difference between amblyopia eyes and healthy control eyes in foveal thickness (WMD = 0.12, 95%CI: −8.92, 9.16; I2 = 66.8%, P = 0.049) (Figure 4).
Macular Vessel Density in Amblyopic Eyes Compared With Fellow Eyes
In the SCP, amblyopia decrease the vessel density when considering the whole eye in 6 × 6 volume scan (WMD = −2.23, 95%CI: −3.62, −0.84; I2 = 0.0%, P = 0.810), but not for the whole eye in 3 × 3 volume scan (WMD = −0.47, 95%CI: −1.93, 0.98; I2 = 62.8%, P = 0.068), fovea 3 × 3 (WMD = −0.45, 95%CI: −3.11, 2.22; I2 = 40.7%, P = 0.185), and parafovea (WMD = −0.78, 95%CI: −3.32, 1.76; I2 = 69.5%, P = 0.038) (Figure 5A). No differences were observed in the subgroup analyses of anisometropia and mixed amblyopia (Supplementary Figure 1C).
In the DCP, amblyopia did not decrease the vessel density when considering the whole eye in 6 × 6 volume scan (WMD = −1.37, 95%CI: −3.69, 0.95, I2 = 0.0%, P = 0.812), whole eye 3 × 3 (WMD = 0.17, 95%CI: −0.80, 1.13; I2 = 52.3%, P = 0.123), fovea 3 × 3 volume scan (WMD = −0.25, 95%CI: −2.04, 1.54; I2 = 6.3%, P = 0.344), and parafovea 3 × 3 volume scan (WMD = 0.20, 95%CI: −1.76, 2.16; I2 = 44.1%, P = 0.167) (Figure 5B). No differences were observed in the subgroup analyses of anisometropia and mixed amblyopia (Supplementary Figure 1D).
Foveal Avascular Zone Area in Amblyopic Eyes Compared With Fellow Eyes
There was no significant difference between amblyopia eyes and fellow eyes in foveal avascular zone area in the assumed SCP 3 × 3 volume scan (WMD = −0.01, 95%CI: −0.03, 0.01; I2 = 1.6%, P = 0.397) and in the assumed DCP 3 × 3 volume scan (WMD = −0.00, 95%CI: −0.02, 0.02; I2 = 0.0%, P = 0.509) (Figure 6).
Foveal Thickness in Amblyopic Eyes Compared With Fellow Eyes
There was no significant difference between amblyopia eyes and fellow eyes in foveal thickness (WMD = 4.74, 95%CI: −0.66, 10.14; I2 = 0.0%, P = 0.595) (Figure 7).
Changes in Macular Vessel Density in SCP and DCP Before and After Treatments
There were no changes in fovea 3 × 3 volume scan (WMD = −0.13, 95%CI: −2.84, 2.57; I2 = 0.0%, P = 0.430) and parafovea 3 × 3 volume scan (WMD = −0.70, 95%CI: −1.99, 0.58; I2 = 0.0%, P = 0.830) in the SCP (Figure 8A). There were no changes in fovea 3 × 3 volume scan (WMD = −0.84, 95%CI: −3.94, 2.27; I2 = 0.0%, P = 0.684) and parafovea 3 × 3 volume scan (WMD = −1.95, 95%CI: −4.95, 1.04; I2 = 56.4%, P = 0.130) in the DCP (Figure 8B).
Publication Bias
No significant publication bias was observed (Supplementary Figure 2).
Discussion
OCTA is a novel rapid and non-invasive method for the angiography of the retina and choroid (9, 10), but the studies yield conflicting results. Therefore, the aim of this meta-analysis was to examine the quantitative measurements of OCTA in children with amblyopia. The results indicate that according to OCTA, amblyopic eyes had lower vessel density in parafoveal SCP and DCP compared with healthy control eyes, but not compared with fellow eyes. There were no significant differences regarding the foveal avascular zone area and foveal thickness between amblyopic and non-amblyopic eyes.
Because of the small number of patients included in the previous studies, the present meta-analysis increased the power to provide a more convincing assessment of OCTA in amblyopia. Among the parameters measured by OCTA, the parafoveal vessel density was different between amblyopic and healthy control eyes, and this difference was not observed when compared with the fellow eye. This suggests that the pathogenesis of amblyopia involves a reduced vascularization of the affected eye but that this process could also be observed in the fellow normal eye. This was observed by Sobral et al. (23). Chatzistefanou et al. (27) and Meier and Giaschi (28) also observed that unilateral amblyopia affected the fellow eye and that the fellow eye cannot be considered equivalent to a normal healthy eye. Of note, different results were obtained when considering the whole eye in 6 × 6 and 3 × 3 volume scan, suggesting that different measurement methodologies affected the results.
In the present meta-analysis, no difference was observed at the fovea level between amblyopic eyes and normal healthy or fellow eyes. This is in contradiction with a meta-analysis of OCT that showed thicker fovea in amblyopic eyes compared with control eyes (7). This discrepancy could be due to the differences in the methods of measurement and the included studies.
Nevertheless, there is literature supporting abnormal eye development in amblyopia. Indeed, rapid visual development is observed in the sensitive visual development period, which ends by 6–7 years of age (29). During this critical period, any obstacles to the normal visual environment increase the risk of amblyopia, leading to changes in cortical neurons and their synapses (29). The blurred vision will lead to insufficient stimulation in the amblyopic eye, which affects the maturation of the macula (30), which could contribute to decreased need for oxygen supply and decreased vascularization. The lack of normal vision could also lead to reduced apoptosis of the ganglion cells in the amblyopic eyes, leading to the thicker fovea (6), as observed by Li et al. (7), but this was not observed in the present study.
Of course, the results of the present meta-analysis must be considered in relation to the study limitations. First, unpublished studies, conference abstracts, and non-English studies were not included. In addition, because of the small number of studies, bias might still be present. Second, because of the small number of studies, the influence of treatments could not be assessed. Such treatments have been shown to influence foveal thickness in amblyopia (31), and only two of the included studies reported treatments. Miki et al. (32) and Tugcu et al. (33) reported differences in foveal thickness between different types of amblyopia, but this could not be examined here. Furthermore, all included studies were cross-sectional and case-control studies, and the cause-to-effect relationship of amblyopia and reduced vascularization could not be examined. Third, the correlations between the severity of the amblyopia, the types of amblyopia, and the microvessel density of the amblyopic eyes could not be investigated because such data were not reported in the included studies. We performed subgroup analyses for the types of amblyopia, but the numbers of studies in some subgroups were small. Nevertheless, OCTA is a recent technology, the area is still being explored, and the number of studies is small. Future studies should provide additional data, especially clinical trials.
In conclusion, according to OCTA, amblyopic eyes had lower vessel density in parafoveal SCP and DCP compared with healthy control eyes, but not compared with fellow eyes. There were no significant differences regarding the foveal avascular zone area and foveal thickness between amblyopic and non-amblyopic eyes.
Data Availability Statement
The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author.
Author Contributions
LG, YG, and XS: substantially contributed to conception or design. LG and PZ: contributed to acquisition and analysis of data. LG: drafted the manuscript for important content and gave final approval. YG, FH, PZ, and XS: critically revised the manuscript for important intellectual content. All authors contributed to the article and approved the submitted version.
Conflict of Interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Supplementary Material
The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fped.2021.620565/full#supplementary-material
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Data Availability Statement
The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author.