A Novel Artificial Intelligence-Based Classification of Highly Myopic Eyes Based on Visual Function and Fundus Features.

Purpose: To develop a novel classification of highly myopic eyes using artificial intelligence (AI) and investigate its relationship with contrast sensitivity function (CSF) and fundus features. Methods: We enrolled 616 highly myopic eyes of 616 patients. CSF was measured using the quantitative CSF method. Myopic macular degeneration (MMD) was graded according to the International META-PM Classification. Thickness of the macula and peripapillary retinal nerve fiber layer (p-RNFL) were assessed by fundus photography and optical coherence tomography, respectively. Classification was performed by combining CSF and fundus features with principal component analysis and k-means clustering. Results: With 83.35% total variance explained, highly myopic eyes were classified into four AI categories. The percentages of AI categories 1 to 4 were 14.9%, 37.5%, 36.2%, and 11.4%, respectively. Contrast acuity of the eyes in AI category 1 was the highest, which decreased by half in AI category 2. For AI categories 2 to 4, every increase in category led to a decrease of 0.23 logarithm of the minimum angle of resolution in contrast acuity. Compared with those in AI category 1, eyes in AI category 2 presented a higher percentage of MMD2 and thinner temporal p-RNFL. Eyes in AI categories 3 and 4 presented significantly higher percentage of MMD ≥ 3, thinner nasal macular thickness and p-RNFL (P < 0.05). Multivariate regression showed AI category 4 had higher MMD grades and thinner macular compared with AI category 3. Conclusions: We proposed an AI-based classification of highly myopic eyes with clear relevance to visual function and fundus features. Translational Relevance: This classification helps to discover the early hidden visual deficits of highly myopic patients, becoming a useful tool to evaluate the disease comprehensively.

Patterns of Fundus Autofluorescence in Eyes with Myopic Atrophy Maculopathy: A Consecutive Case Series Study.

Purposes: To investigate the patterns of fundus autofluorescence (FAF) in patients with different grades of myopic atrophy maculopathy (MAM).Methods: Patients with MAM who visited Zhongshan Ophthalmic Center from January 2018 to December 2019 were screened. All patients received comprehensive ophthalmologic examinations as well as FAF imaging. The atrophic severity of each eye was identified based on the META-PM classification system, including no myopic retinal lesions (C0), tessellated fundus only (C1), diffuse chorioretinal atrophy (C2), patchy chorioretinal atrophy (C3), and macular atrophy (C4).Results: Eighty-nine consecutive patients with 137 affected eyes were included. Four different autofluorescence (AF) patterns were detected: unremarkable AF (48 eyes in C1 and 18 eyes in C2, 48.2%), compound AF (2 eyes in C1 and 12 eyes in C2, 10.2%), patchy AF defect (5 eyes in C2 and 34 eyes in C3, 28.5%), and macular AF defect (18 eyes in C4, 13.1%). Moreover, AF patterns were significantly correlated with age (r = 0.419, P < .001), best-corrected visual acuity (BCVA) (r = 0.592, P < .001), axial length (AL) (r = 0.529, P < .001), and subfovial choroidal thickness (SFCT) (r = -0.728, P < .001). In addition, with the help of FAF, 14.3% (5/35) of eyes initially categorized as C2 merely based on color fundus photographs (CFP) should be categorized as C3.Conclusions: The severity of FAF in eyes with MAM was significantly correlated with myopic characteristics. FAF might be beneficial for detecting unremarkable patchy chorioretinal atrophy on CFP of MAM.

VALIDATION OF THE RECENTLY DEVELOPED ATN CLASSIFICATION AND GRADING SYSTEM FOR MYOPIC MACULOPATHY.

PURPOSE: To validate the recently developed ATN grading system for myopic maculopathy to classify eyes with pathologic myopia. METHODS: Cross-sectional study. A series of consecutive eyes diagnosed with pathologic myopia and signs of myopic maculopathy (grade ≥1 for atrophic, tractional, or neovascular components of the ATN), with a refractive error > -6.0 diopters (D), were included. All patients underwent complete ophthalmological examination including fundus photography and swept-source optical coherence tomography. Six observers graded each eye twice using the ATN system (≥15 days between assessments) based only on the aforementioned data. RESULTS: Sixty eyes from 47 patients (61.7% female) were graded. Mean patient age was 63.2 ± 11.7 years. The mean spherical equivalent was -13.8 ± 6.5 D. Mean axial length was 28.6 ± 2.16 mm. Overall, the mean intraobserver agreement (%) for the same image was 92.0%, and the mean interobserver agreement for the second image was 77.5%. The weighted Fleiss k showed excellent correlation (k > 0.8) for the traction and neovascularization components and good correlation (0.75) for atrophy. Interobserver agreement for each of these three components was 95.2%, 98.4%, 95.0%, respectively. CONCLUSION: Application of the ATN resulted in high intraobserver and interobserver correlation, underscoring the reproducibility of the system.

Morphological Characteristics and Risk Factors of Myopic Maculopathy in an Older High Myopia Population-Based on the New Classification System (ATN).

PURPOSE: To investigate the characteristics, mergers, and risk factors of different types of myopic maculopathy (MM) in a highly myopic population. DESIGN: Population-based, cross-sectional study. METHODS: A total of 1086 eyes (762 patients) were enrolled. Each participant underwent detailed ocular examinations. Combining the fundus photographs and optical coherence tomography images, types of MM were assessed as myopic atrophy maculopathy (MAM), myopic tractional maculopathy (MTM), or myopic neovascular maculopathy (MNM) according to the ATN classification system. Peripapillary atrophy (PPA) area, tilt ratio, and macular choroidal thickness (mChT) were measured individually. RESULTS: Eyes with larger PPA area were more likely to have MAM (odds ratio [OR], 1.220; P = .037 per 1-mm2 increase) and MNM (OR, 1.723; P < .001 per 1-mm2 increase), and eyes with thicker mChT were less likely to have MAM (OR, 0.740; P < .001 per 10-µm increase) and MNM (OR, 0.784; P < .001 per 10-µm increase), whereas eyes with higher tilt ratio were less likely to have MTM (OR, 0.020; P < .001 per 1 increase). The severity of MTM and MNM was not precisely consistent with that of MAM. CONCLUSIONS: Different types of MM have different risk factors; larger PPA area and thinner mChT are risk factors for MAM and MNM, whereas lower tilt ratio is a risk factor for MTM. Our results indicate that the pathogenesis of MTM is different from that of MAM and MNM, and a tractional component should be considered as a possible component to the myopic macular classification.

Myopic maculopathy: Current status and proposal for a new classification and grading system (ATN).

Myopia is a highly frequent ocular disorder worldwide and pathologic myopia is the 4th most common cause of irreversible blindness in developed countries. Pathologic myopia is especially common in East Asian countries. Ocular alterations associated with pathologic myopia, especially those involving the macular area-defined as myopic maculopathy-are the leading causes of vision loss in patients with pathologic myopia. High myopia is defined as the presence of a highly negative refractive error (>-6 to -8 diopters) in the context of eye elongation (26-26.5 mm). Although the terms high myopia and pathologic myopia are often used interchangeably, they do not refer to the same eye disease. The two key factors driving the development of pathologic myopia are: 1) elongation of the axial length and 2) posterior staphyloma. The presence of posterior staphyloma, which is the most common finding in patients with pathologic myopia, is the key differentiating factor between high and pathologic myopia. The occurrence of staphyloma will, in most cases, eventually lead to other conditions such as atrophic, traction, or neovascular maculopathy. Posterior staphyloma is for instance, responsible for the differences between a myopic macular hole (MH)-with and without retinal detachment-and idiopathic MH. Posterior staphyloma typically induces retinal layer splitting, leading to foveoschisis in myopic MH, an important differentiating factor between myopic and emmetropic MH. Myopic maculopathy is a highly complex disease and current classification systems do not fully account for the numerous changes that occur in the macula of these patients. Therefore, a more comprehensive classification system is needed, for several important reasons. First, to more precisely define the disease stage to improve follow-up by enabling clinicians to more accurately monitor changes over time, which is essential given the progressive nature of this condition. Second, unification of the currently-available classification systems would establish standardized classification criteria that could be used to compare the findings from international multicentric studies. Finally, a more comprehensive classification system could help to improve our understanding of the genetic origins of this disease, which is clearly relevant given the interchangeable-but erroneous-use of the terms high and pathologic myopia in genetic research.

Prognostic Tomographic Classification of Myopic Choroidal Neovascularization.

BACKGROUND AND OBJECTIVES: To investigate the prognostic value of the development of a hyperreflective envelopment of the neovascular tissue in myopic choroidal neovascularization (mCNV) after the first intravitreal ranibizumab injection and to establish a tomographic classification of mCNV depending on this healing process. PATIENTS AND METHODS: Twenty-five eyes of 25 patients with mCNV were retrospectively studied. Patients were classified into type A (presence of a hyperreflective coating of the neovascular tissue 1 month after first intravitreal ranibizumab) and type B (absence of or partial coating). Visual acuity (VA) and number of injections were recorded. Differences between both types were assessed at 6 and 12 months of follow-up. RESULTS: Fifteen patients (60%) were classified as type A and 10 as type B (40%). Type A showed better VA than type B. VA improvement was only significant for type A. No differences in the number of injections were observed; however, a trend to a larger amount in type B was observed. CONCLUSIONS: The proposed classification may have prognostic value, with type A mCNV showing better visual outcomes. Further studies are needed to confirm these findings. [Ophthalmic Surg Lasers Imaging Retina. 2018;49:775-779.].

Distribution and Severity of Myopic Maculopathy Among Highly Myopic Eyes.

Purpose: The purpose of this study was to document the distribution of the severity of myopic maculopathy in a cohort of highly myopic patients and to explore the associated risk factors. Methods: A total of 890 Chinese highly myopes aged between 7 and 70 years (median age 19 years) and with spherical refraction -6.00 diopter (D) or worse in both eyes were investigated. All participants underwent detailed ophthalmic examination. Myopic maculopathy was graded into 5 categories according to the International Photographic Classification and Grading System using color fundus photographs: category 0, no myopic retinal lesions, category 1, tessellated fundus only; category 2, diffuse chorioretinal atrophy; category 3, patchy chorioretinal atrophy; category 4, macular atrophy. Category 2 or greater were further classified as clinically significant myopic maculopathy (CSMM). Results: Data from 884 of 890 right eyes were available for analysis. The proportions of category 1, category 2, category 3, and category 4 were 20.0% (177 eyes), 20.2% (178 eyes), 2.6% (23 eyes), and 0.2% (2 eyes), respectively. The proportion of CSMM increased with more myopic refraction (odds ratio 1.57; 95% confidence interval: 1.46-1.68), longer axial length (odds ratio 2.97; 95% confidence interval: 2.50-3.53), and older age (40-70 years compared to 12-18 years, odds ratio 6.77; 95% confidence interval: 3.61-12.70). However, there was a higher proportion of CSMM in children aged 7 to 11 years than those aged 12 to 18 years (20.9% vs. 11.0%, P = 0.008). Conclusions: Older age, more myopic refraction, and longer axial length were associated with more severe myopic maculopathy. Although CSMM was uncommon among younger participants, children with early-onset high myopia have a disproportionately increased risk.

Myopic Choroidal Neovascularization: Review, Guidance, and Consensus Statement on Management.

TOPIC: The aim of this article is to review and compile available information on the classification, pathophysiology, and clinical features of myopic choroidal neovascularization (CNV); to describe the latest data on the management of this disease; and to present guidance. CLINICAL RELEVANCE: In the United States, myopia affects approximately 34 million people (2010), and similar figures have been reported in Europe. Pathologic myopia (PM), a possible consequence of myopia, is estimated to affect up to 3% of the global population. One of the most serious complications of PM is myopic CNV, which often leads to a sudden onset but progressive decline in central vision and is associated with a poor prognosis unless treated. Furthermore, 35% of patients with myopic CNV develop bilateral disease in the fellow eye within 8 years. Although intravitreal anti-vascular endothelial growth factor (VEGF) therapies have had a major impact on the management of patients with myopic CNV, there remain significant gaps in our understanding of this condition and how to best administer treatment. Additionally, the long-term safety and efficacy of these treatments are largely unknown. METHODS: We carried out a literature review (September 2015) of all English-language articles in PubMed resulting from searches of the following terms: "choroidal neovascularization" AND "myopia" OR "myopic macular degeneration" OR "degenerative myopia" OR "myopic maculopathy" OR "myopic retinopathy" OR "pathological myopia" OR "pathologic myopia." RESULTS: We screened a total of 566 abstracts, and 250 articles were deemed relevant for full publication review. We excluded a further 71, but an additional 44 articles were identified. This resulted in 223 articles being used to develop this review. CONCLUSIONS: Highly myopic patients experiencing a sudden loss of central vision should be referred for further examination. Once a diagnosis of myopic CNV has been confirmed, after fluorescein angiography, treatment initiation should be prompt and anti-VEGF agents considered as first-line therapy, unless contraindicated. Continued monitoring of patients is required to assess any progression or recurrence of the condition.

One year refractive outcomes of Femtosecond-LASIK in mild, moderate and high myopia.

Purpose: To evaluate the safety, efficacy, predictability and stability for a cohort of myopic eyes treated by Femtosecond-LASIK procedure. Methods: 60 eyes (36 patients) with different degrees of myopia that underwent refractive surgery by using the Femtosecond-LASIK technique were prospectively evaluated for 12 months. The mean preoperative spherical equivalent value was -3.827 ± 1.410 diopters (D) (range: -8.125 to -1.375 D). VisuMax® femtosecond laser was used for cutting the corneal flap and then the Mel80® excimer laser for the stromal ablation. Results: Mean age was 30.80 ± 5.745 years (range: 21 to 46 years) with 75% female patients. Postoperative spherical equivalent at 12 months was within ±0.25 D of emmetropia in 90% of the eyes and within ±0.50 D of emmetropia in 100% of the eyes. All the eyes achieved an uncorrected distance visual acuity (UDVA) of 1.0 (decimal scale). No eye lost lines of preoperative corrected distance visual acuity (CDVA). No major intraoperative or postoperative complications were encountered. Conclusions: Femtosecond-LASIK seems to be a suitable option for the correction of mild, moderate, and high myopia, as the procedure showed to be safe, effective, and predictable for the treatment of myopic refractive errors.

Pathologic Myopia.

Pathologic myopia (PM) is the only myopia that causes the loss of best-corrected visual acuity. The main reason for best-corrected visual acuity loss is complications specific to PM, such as myopic maculopathy, myopic traction maculopathy, and myopic optic neuropathy (or glaucoma). The meta-analyses of the PM study group (META-PM study) made a classification system for myopic maculopathy. On the basis of this study, PM has been defined as eyes having atrophic changes equal to or more severe than diffuse atrophy. Posterior staphyloma and eye deformity are important causes of developing vision-threatening complications. Posterior staphyloma is unique to PM, except for inferior staphyloma due to tilted disc syndrome. It is defined as an outpouching of the wall of the eye that has a radius of curvature that is less than the surrounding curvature of the wall of the eye. The mechanical load onto the important region for central vision (optic nerve and macula) is not comparable between eyes with and without posterior staphyloma. Three-dimensional magnetic resonance imaging is a powerful tool to analyze the entire shape of the eye. When ultra-widefield optical coherence tomography is available, it is expected to be a new tool that will surpass 3-dimensional magnetic resonance imaging. In the future, preventive therapies targeting staphyloma and eye deformity are expected before vision-threatening complications develop and it is too late for patients.

International photographic classification and grading system for myopic maculopathy.

PURPOSE: To develop a classification and grading system for myopic maculopathy. DESIGN: Development and evaluation of a classification system for myopic maculopathy based on observational case series. METHODS: A comprehensive set of myopic macular lesions was defined via literature review and through consensus meetings among retinal specialists and clinician scientists. A classification of myopic maculopathy was formulated based on fundus photographs and a modified Delphi process and consensus. Inter- and intraobserver reproducibility, assessed as agreement (%) and weighted kappa values, were evaluated. One hundred retinal photographs with myopia and myopic macular lesions were selected from case series at the High Myopia Clinic of the Tokyo Medical and Dental University, Tokyo, Japan. RESULTS: We defined 5 categories of myopic maculopathy including "no myopic retinal degenerative lesion" (Category 0), "tessellated fundus" (Category 1), "diffuse chorioretinal atrophy" (Category 2), "patchy chorioretinal atrophy" (Category 3), and "macular atrophy" (Category 4). Three additional features to supplement these categories were defined as "plus" lesions, namely, lacquer cracks, myopic choroidal neovascularization, and Fuchs spot. Posterior staphyloma was considered as a further, important sign of myopic retinopathy. The intraobserver agreement was ≥85% and the corresponding weighted kappa statistic was ≥0.6 between observations. After a brief training session, interobserver kappa statistics reached the predefined satisfactory level (≥0.4), considered as above moderate agreement. CONCLUSIONS: We propose a classification system for myopic maculopathy that was found to be reproducible. Applying a uniform classification in different studies will facilitate communication and comparison of findings from clinical trials and epidemiologic studies.

White-to-white corneal diameter differences in moderately and highly myopic eyes: partial coherence interferometry versus scanning-slit topography.

PURPOSE: To evaluate the differences between Orbscan scanning-slit topography and IOLMaster partial coherence interferometry (PCI) white-to-white (WTW) measurements in moderately and highly myopic eyes. SETTING: IOBA-Eye Institute, University of Valladolid, Spain. DESIGN: Comparative case series. METHODS: Myopic eyes were divided according to the degree of myopia as follows: Group 1 (<6.00 diopters [D]), Group 2 (between 6.00 D and 12.00 D), and Group 3 (>12.00 D). The WTW distance was measured with the scanning-slit topography and PCI devices. RESULTS: The study enrolled 328 eyes (64 subjects). The mean WTW in all eyes was 0.50 mm ± 0.26 (SD), lower with scanning-slit topography (11.69 ± 0.37 mm) than with PCI (12.19 ± 0.40 mm) (P<.01, paired t test). A low mean WTW was found in Group 2 (11.65 ± 0.34 and 12.15 ± 0.36 mm, scanning-slit topography and PCI, respectively) and Group 3 (11.51 ± 0.36 and 12.05 ± 0.46 mm, respectively) compared with Group 1 (11.79 ± 0.38 and 12.26 ± 0.40 mm, respectively) (P<.03, analysis of variance with Games-Howell correction). There was a low statistically significant relationship between WTW and spherical equivalent (SE) with both devices. CONCLUSIONS: Eyes with moderate and high degrees of myopia had lower WTW diameters than eyes with low spherical equivalent myopia measured with both devices. Scanning-slit topography provided less WTW distance than PCI in myopic eyes; thus, the devices are not clinically interchangeable.

Classification of early dry-type myopic maculopathy with macular choroidal thickness.

PURPOSE: To compare the macular choroidal thickness in 2 types of early dry-type myopic maculopathy. DESIGN: Prospective, observational, comparative study. METHODS: Patients with a refractive error of less than -8 diopters were included and were classified into 2 groups. Group 1 consisted of 24 eyes with a tessellated fundus, and group 2 consisted of 33 eyes with diffuse chorioretinal atrophy, but not to the extent of patchy chorioretinal atrophy. These 2 groups were compared with regard to their clinical characteristics, refractive error, axial length, macular choroidal thickness, and best-corrected visual acuity (BCVA). Linear regression was used to evaluate the explanatory variables in terms of macular choroidal thickness and BCVA. RESULTS: Patients in group 1 were significantly younger and had better BCVA, less myopia, shorter axial length, and less staphyloma than those in group 2. Refractive error, axial length, and BCVA correlated significantly with macular choroidal thickness in group 2. However, no such significant correlations were observed in group 1. Multiple linear regression analysis showed that age and macular choroidal thickness were the variables that associated most strongly with BCVA, whereas neither refractive error nor axial length was a significant predictor of BCVA. In group 2, eyes with lacquer cracks showed worse BCVA and thinner macular choroidal thickness than eyes without lacquer cracks. CONCLUSIONS: Macular choroidal thickness is an important factor in myopic maculopathy and can be a better indicator of its severity. These findings suggest that BCVA reduction in eyes with dry-type myopic maculopathy can be related to a thinner macular choroidal thickness and to the development of lacquer cracks.