Purpose: To investigate the anatomical and refractive outcomes in patients with Type 1 retinopathy of prematurity in Zone I. Methods: The medical records of 101 eyes of 51 consecutive infants with Type 1 retinopathy of prematurity in Zone I were analyzed. Infants were treated by conventional laser photocoagulation (Group I), combined intravitreal bevacizumab injection and Zone I sparing laser (Group II), or intravitreal bevacizumab with deferred laser treatment (Group III). The proportion of unfavorable anatomical outcomes including retinal fold, disc dragging, retrolental tissue obscuring the view of the posterior pole, retinal detachment, and early refractive errors were compared among the three groups. Results: The mean gestational age at birth and the birth weight of all 51 infants were 24.3 ± 1.1 weeks and 646 ± 143 g, respectively. In Group I, an unfavorable anatomical outcome was observed in 10 of 44 eyes (22.7%). In contrast, in Groups II and III, all eyes showed favorable anatomical outcomes without reactivation or retreatment. The refractive error was less myopic in Group III than in Groups I and II (spherical equivalent of −4.62 ± 4.00 D in Group I, −5.53 ± 2.21 D in Group II, and −1.40 ± 2.19 D in Group III; P < 0.001). Conclusion: In Type 1 retinopathy of prematurity in Zone I, intravitreal bevacizumab with concomitant or deferred laser therapy yielded a better anatomical outcome than conventional laser therapy alone. Moreover, intravitreal bevacizumab with deferred laser treatment resulted in less myopic refractive error.
This study aimed to validate and evaluate deep learning (DL) models for screening of high myopia using spectral-domain optical coherence tomography (OCT). This retrospective cross-sectional study included 690 eyes in 492 patients with OCT images and axial length measurement. Eyes were divided into three groups based on axial length: a “normal group,” a “high myopia group,” and an “other retinal disease” group. The researchers trained and validated three DL models to classify the three groups based on horizontal and vertical OCT images of the 600 eyes. For evaluation, OCT images of 90 eyes were used. Diagnostic agreements of human doctors and DL models were analyzed. The area under the receiver operating characteristic curve of the three DL models was evaluated. Absolute agreement of retina specialists was 99.11% (range: 97.78–100%). Absolute agreement of the DL models with multiple-column model was 100.0% (ResNet 50), 90.0% (Inception V3), and 72.22% (VGG 16). Areas under the receiver operating characteristic curves of the DL models with multiple-column model were 0.99 (ResNet 50), 0.97 (Inception V3), and 0.86 (VGG 16). The DL model based on ResNet 50 showed comparable diagnostic performance with retinal specialists. The DL model using OCT images demonstrated reliable diagnostic performance to identify high myopia.
25 November 2014 in Investigative Ophthalmology & Visual Science
Purpose.: We evaluated macular ganglion cell-inner plexiform layer (GC-IPL) thickness using spectral-domain optical coherence tomography (SD-OCT) in patients with chronic exposure to hydroxychloroquine (HCQ). Methods.: This study included 130 subjects, who were divided into three groups: Group 1A, 55 patients with HCQ use ≥5 years; Group 1B, 46 patients with HCQ use <5 years; and Group 2, 29 normal controls. In all patients with exposure to HCQ, fundus examination, automated threshold perimetry, fundus autofluorescence photography, SD-OCT, and GC-IPL thickness measurement using the Cirrus HD-OCT ganglion cell analysis algorithm were performed. Average and minimum macular GC-IPL thickness were compared between subjects groups, and correlations between GC-IPL thickness and duration or total dose of HCQ use were analyzed. Results.: Among the 101 patients of Group 1, six patients who showed clinically evident HCQ retinopathy also showed markedly thin macular GC-IPL. In addition, weak but significant negative correlations were observed between the average and minimum GC-IPL thickness of Group 1 patients and cumulative dose of HCQ, even when analyzing without the six patients with HCQ retinopathy. However, when analyzing after exclusion of patients with high cumulative doses (>1000 g), significant correlations were not observed. Conclusions.: This study revealed that macular GC-IPL thickness did not show definite correlations with HCQ use. However, some patients, especially with HCQ retinopathy or high cumulative doses, showed thin GC-IPL.
Purpose: To investigate the anatomical outcome of combined intravitreal bevacizumab injection and Zone I sparing laser ablation in patients with Type 1 retinopathy of prematurity in Zone I. Methods: The medical records of consecutive 18 eyes of 10 infants, who underwent combined intravitreal bevacizumab (0.25 mg) injection and Zone I sparing laser ablation for the treatment of Type 1 retinopathy of prematurity in Zone I, were retrospectively reviewed. Laser photocoagulation was performed on the avascular retina anterior to the margin of Zone I extending to the ora serrata. Anatomical outcomes including progression to stage 4/5, macular changes, and vitreous organization were reviewed. Results: The mean gestational age at birth and the birth weight of included patients were 24.0 weeks and 628 g, respectively. The timing of bevacizumab injection ranged from postmenstrual age 33+2 to 35 weeks (mean, 34.3 weeks). Postmenstrual age at last follow-up ranged from 74+6 to 107+1 weeks (mean, 83.6 weeks). All 18 eyes demonstrated prompt regression of neovascular pathology and plus disease without recurrence. Previously avascular Zone I retina was vascularized in all eyes after the treatment. All eyes showed excellent anatomical outcome with intact macula, but one eye showed mild vitreous organization above the vascular/avascular junction. Conclusion: Combined intravitreal bevacizumab injection and Zone I sparing laser ablation for Type 1 retinopathy of prematurity in Zone I seem to be effective treatment options. Possible advantages include lower dose of anti–vascular endothelial growth factor, less recurrence than monotherapy, and preservation of central visual field.
Purpose: To identify vitreous proteins that were differentially expressed in patients suffering from proliferative diabetic retinopathy with active neovascularization. Methods: The vitreous samples of 15 active proliferative diabetic retinopathy patients were analyzed by two-dimensional gel electrophoresis and mass spectrometry, and the results were compared with those from age-matched patients with macular hole. Results: Twenty-five protein spots were identified in the two-dimensional gel electrophoresis gels. Eight proteins (pigmented epithelium derived factor, serine protease inhibitor, apolipoprotein A-IV precursor, prostaglandin-H2 D-isomerase, α1-antitrypsin precursor, ankyrin repeat domain 15 protein, alpha2-HS-glycoprotein, and beta V spectrin) in the 25 spots were expressed significantly differently between the macular hole and proliferative diabetic retinopathy patients (p value < 0.05). Five proteins were upregulated in the proliferative diabetic retinopathy patients, and three were downregulated (p value < 0.05). Conclusions: We constructed vitreous protein profiles for proliferative diabetic retinopathy patients and identified eight candidate proteins believed to be involved in the pathogenesis of proliferative diabetic retinopathy.
1 January 2017 in Journal of Korean Medical Science