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Δευτέρα 4 Νοεμβρίου 2019

Utility of a public-available artificial intelligence in diagnosis of polypoidal choroidal vasculopathy

Abstract

Purpose

To investigate the feasibility of training an artificial intelligence (AI) on a public-available AI platform to diagnose polypoidal choroidal vasculopathy (PCV) using indocyanine green angiography (ICGA).

Methods

Two methods using AI models were trained by a data set including 430 ICGA images of normal, neovascular age-related macular degeneration (nvAMD), and PCV eyes on a public-available AI platform. The one-step method distinguished normal, nvAMD, and PCV images simultaneously. The two-step method identifies normal and abnormal ICGA images at the first step and diagnoses PCV from the abnormal ICGA images at the second step. The method with higher performance was used to compare with retinal specialists and ophthalmologic residents on the performance of diagnosing PCV.

Results

The two-step method had better performance, in which the precision was 0.911 and the recall was 0.911 at the first step, and the precision was 0.783, and the recall was 0.783 at the second step. For the test data set, the two-step method distinguished normal and abnormal images with an accuracy of 1 and diagnosed PCV with an accuracy of 0.83, which was comparable to retinal specialists and superior to ophthalmologic residents.

Conclusion

In this evaluation of ICGA images from normal, nvAMD, and PCV eyes, the models trained on a public-available AI platform had comparable performance to retinal specialists for diagnosing PCV. The utility of public-available AI platform might help everyone including ophthalmologists who had no AI-related resources, especially those in less developed areas, for future studies.

Using anterior segment optical coherence tomography to compare the smoothness of anterior iris surface between two eyes in unilateral Fuchs’ uveitis syndrome

Changes in choroidal vascular parameters following pan-retinal photocoagulation using swept-source optical coherence tomography

Abstract

Background

To assess the effect of pan-retinal photocoagulation (PRP) on choroidal vascular parameters in eyes with advanced diabetic retinopathy (DR).

Methods

Forty patients (65 eyes) with severe nonproliferative DR or proliferative DR who underwent PRP were included. Changes in choroidal vascular parameters were assessed at 3, 6, and 12 months after PRP by using swept-source optical coherence tomography (OCT) and OCT angiography and were compared with baseline values.

Results

Choroidal vascularity index (CVI) significantly decreased from 66.27% ± 1.55% at baseline to 65.85% ± 1.61%, 65.77% ± 1.29%, and 65.74% ± 1.60% at 3, 6, and 12 months after PRP, respectively. The ratio of luminal area to stromal area (L/S ratio) also significantly decreased from 1.98 ± 0.15 at baseline to 1.94 ± 0.14, 1.95 ± 0.13, and 1.93 ± 0.14 at 3, 6, and 12 months after PRP, respectively. The subfoveal choroidal thickness (SFCT) similarly showed a significant decrease from 319.50 ± 56.64 μm at baseline to 299. 07 ± 51.14 μm, 294.70 ± 58.96 μm, and 280.93 ± 53.57 μm at 3, 6, and 12 months after PRP, respectively. However, the choriocapillaris vessel density in both the fovea and parafovea showed no significant differences following PRP.

Conclusion

Eyes with advanced DR showed a significant reduction in CVI, L/S ratio, and SFCT over 12 months after PRP treatment.

Answer to the Letter to the Editor relating: Lytvynchuk LM, Falkner-Radler CI, Krepler K, Glittenberg CG, Ahmed D et al. “Dynamic intraoperative optical coherence tomography for inverted internal limiting membrane flap technique in large macular hole surgery” Graefe’s Arch Clin Exp Ophthalmol 2019 May 29; https://doi.org/10.1007/s00417-019-04364-5 written by Michalewska Z. and Nawrocki J.

Letter to the editor relating to Lytvynchuk LM, Falkner-Radler CI, Krepler K, Glittenberg CG, Ahmed D et al.: “Dynamic intraoperative optical coherence tomography for inverted internal limiting membrane flap technique in large macular hole surgery” Graefes Arch Clin Exp Ophthalmol 2019 May 29; https://doi.org/10.1007/s00417-019-04364-5 [Epub ahead of print]

Validation of corneal topographic and aberrometric measurements obtained by color light-emitting diode reflection topography in healthy eyes

Abstract

Purpose

To evaluate the intrasession repeatability of anterior corneal topographic and aberrometric measurements provided by a color-LED topographer as well as their interchangeability with those provided by a Scheimpflug-based system in healthy eyes.

Methods

Thirty-five healthy eyes of 35 patients (age, 16–66 years) were enrolled. A complete eye examination was performed in all cases including a complete corneal analysis with the Scheimpflug-based system Pentacam (Oculus Optikgeräte) (one measurement) and the Cassini system (i-Optics) (three consecutive measurements). Intrasession repeatability of the Cassini measurements was assessed with the within-subject standard deviation (Sw) and the intraclass correlation coefficient (ICC). The Bland-Altman analysis was used to evaluate the agreement between both devices.

Results

Mean Sw for keratometric readings was 0.02 mm (ICC ≥ 0.992), ranging between 0.16 and 0.05 D (ICC 0.930–0.978) for anterior and total astigmatic measurements. Mean Sw for asphericity and corneal diameter were 0.06 (ICC 0.926) and 0.03 mm (IC 0.997), respectively. Aberrometric parameters showed ICCs ≥ 0.816, except for Z42 (ICC 0.741) and Z44 (ICC 0.544). When comparing devices, statistically significant differences were found for most of topographic and aberrometric data (p ≤ 0.044). Likewise, ranges of agreement between devices were clinically relevant (keratometry > 0.06 mm; total astigmatic components > 0.69 D; asphericity 0.35; second-, third-, and fourth-order Zernike terms, more than 0.20, 0.13, and 0.01 μm, respectively).

Conclusions

Consistent anterior corneal topographic, total corneal astigmatic, and aberrometric measurements are obtained with color-LED topography in healthy eyes, which are not interchangeable with those provided by the Scheimpflug-based topography.

Long-term regular exercise and intraocular pressure: the Hisayama Study

Abstract

Purpose

To investigate the association between long-term regular exercise (exercise frequency and exercise time) and 5-year changes in intraocular pressure in a general Japanese population.

Methods

This population-based, cohort study was conducted in 2007. A total of 3119 Japanese community dwellers aged ≥ 40 years underwent eye examinations including intraocular pressure measurement with a noncontact tonometer. Of these, 1871 subjects (801 men and 1070 women) who underwent intraocular pressure measurement in 2012 participated. We assessed the associations of exercise frequency and exercise time with intraocular pressure using a linear regression model, adjusted for age and possible risk factors that can affect intraocular pressure.

Results

The mean 5-year intraocular pressure change ± standard deviation was − 0.84 ± 1.9 mmHg. After adjustment for age, sex, systolic blood pressure, diabetes, total cholesterol, high-density lipoprotein cholesterol, body mass index, waist circumference, smoking habit, alcohol intake, work intensity levels, and intraocular pressure at baseline, we observed that increased exercise frequency (times/week) and increased exercise time (min/week) were both significantly associated with reduced intraocular pressure (p < 0.05 each). In the subgroup analyses based on the presence/absence of possible confounding risk factors, there was no evidence of heterogeneity among all subgroups (p for heterogeneity > 0.2).

Conclusions

Increased exercise frequency levels and increased exercise time are both independently associated with reduced intraocular pressure levels after adjustment for confounding factors.

Factors associated with macular complications in highly myopic eyes with dome-shaped macular configuration

Abstract

Purpose

To investigate the associations between macular complications and demographic, clinical, and optical coherence tomography characteristics (OCT) of highly myopic eyes with a dome-shaped macula (DSM).

Methods

We retrospectively analyzed the findings of 90 patients (167 eyes) with DSM who had vertical and horizontal OCT scans between January 2011 and June 2018. Demographic data, clinical characteristics, and OCT-derived morphologic parameters were determined, and the associations of these parameters with macular complications were evaluated.

Results

Among 167 eyes, the following patterns were observed: horizontally oriented DSM (71%), symmetric DSM (27%), and vertically oriented DSM (2%). Complications or abnormalities involving the macular area were detected by OCT in 63% (106/167) of the eyes. Specific complications were as follows: choroidal neovascularization (CNV) (37.1%), macular retinoschisis (9.0%), serous retinal detachment (RD) (7.8%), epiretinal membrane (4.2%), lamellar macular hole (3.0%), and macular hole (2.4%). The eyes with CNV had thinner choroid (P < 0.001) and lower macular bulge height (P = 0.04). The eyes with serous RD had thicker choroid (P < 0.001) and higher macular bulge height (P < 0.001). Serous RD was significantly more common when the macular height was greater than 250 μm (P = 0.001) and if the DSM pattern was vertical (P < 0.001).

Conclusions

A greater bulge height and thicker choroid in highly myopic eyes with DSM may be protective against the development of myopic CNV. A thicker choroid, a higher macular bulge (> 250 μm), and a vertical DSM pattern are associated with a risk of developing serous RD.

Effect of topical administration of the microneurotrophin BNN27 in the diabetic rat retina

Abstract

Purpose

Diabetic retinopathy (DR) is a complex eye disease associated with diabetes mellitus. It is characterized by three pathophysiological components, namely microangiopathy, neurodegeneration, and inflammation. We recently reported that intraperitoneal administration of BNN27, a novel neurosteroidal microneurotrophin, reversed the diabetes-induced neurodegeneration and inflammation in rats treated with streptozotocin (STZ), by activating the NGF TrkA and p75 receptors. The aim of the present study was to investigate the efficacy of BNN27 to protect retinal neurons when applied topically as eye drops in the same model.

Methods

The STZ rat model of DR was employed. BNN27 was administered as eye drops to diabetic Sprague-Dawley rats for 7 days, 4 weeks post-STZ (70 mg/kg) injection. Immunohistochemistry and western blot analyses were employed to examine the viability of retinal neurons in control, diabetic, and diabetic-treated animals and the involvement of the TrkA receptor and its downstream signaling ERK1/2 kinases, respectively.

Results

BNN27 reversed the STZ-induced attenuation of the immunoreactive brain nitric oxide synthetase (bNOS)- and tyrosine hydroxylase (TH)-expressing amacrine cells and neurofilament (NFL)-expressing ganglion cell axons in a dose-dependent manner. In addition, BNN27 activated/phosphorylated the TrkA receptor and its downstream prosurvival signaling pathway, ERK1/2 kinases.

Conclusions

The results of this study provide solid evidence regarding the efficacy of BNN27 as a neuroprotectant to the diabetic retina when administered topically, and suggest that its pharmacodynamic and pharmacokinetic profiles render it a putative therapeutic for diabetic retinopathy.

Tachyphylaxis during treatment of exudative age-related macular degeneration with aflibercept

Abstract

Purpose

At present, the standard treatment of neovascular age-related macular degeneration (AMD) is the repeated administration of antivascular endothelial growth factor (VEGF) agents. However, we often encounter patients who develop tachyphylaxis for anti-VEGF agents. In this study, we investigated the characteristics of patients who developed tachyphylaxis on repeated intravitreal aflibercept (IVA) injections for neovascular AMD and the frequency of tachyphylaxis.

Methods

Three hundred thirteen eyes (313 patients) with treatment-naïve AMD who achieved resolution soon after starting IVA and were followed up for ≥ 12 months were enrolled in this retrospective, interventional, consecutive case series. The eyes were investigated for tachyphylaxis to aflibercept. Tachyphylaxis was defined as absence of any improvement (more than 100 μm) in or worsening of CRT within 1 month after more than two repeated monthly IVA injections when the exudative change remained.

Results

Twenty-eight (8.9%) of the 313 eyes developed tachyphylaxis (occult with no classic, n = 14; polypoidal choroidal vasculopathy, n = 14) at an annual rate of about 3%. The mean number of IVA injections was 10.5 ± 7.8, and the mean interval until tachyphylaxis was 20.9 ± 14.0 months. There was a significant difference in the AMD subtypes between the group with tachyphylaxis and the group without it (p = 0.0029). Occult with no classic type and polypoidal choroidal vasculopathy were the only AMD subtypes in the eyes with tachyphylaxis. In the analysis of the eyes that had occult with no classic or polypoidal choroidal vasculopathy, only intraretinal edema was significantly less common (p = 0.042). A combination of photodynamic therapy and aflibercept was effective in 13 (87%) of 15 eyes with tachyphylaxis, and switching to intravitreal ranibizumab was effective in 5 (56%) of 9 eyes.

Conclusions

Tachyphylaxis occurs after repeated IVA injections in a minority of patients with AMD for a long term and is more likely to occur in eyes with lesions beneath the retinal pigment epithelium and no intraretinal edema. Treatment of AMD should be performed keeping this fact in mind, while considering the consecutive treatment.

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