ObjectiveTo observe the blood perfusion changes of peripapillary and macular vessels in patients with nonarteritic anterior ischaemic optic neuropathy (NAION).MethodsRetrospective cohort study. Thirty-six eyes (19 affected eyes and 17 fellow eyes) of 19 patients with NAION diagnosed in People’s Hospital of Wuhan University from November 2017 to January 2019 were included in this study. There were 10 males and 9 females, with the mean age of 55.05±7.11 years. Forty eyes of 20 normal subjects matched with NAION patients were included as controls. BCVA, fundus color photography, SD-OCT and OCT angiography were performed in normal controls and repeated in NAION affected eyes at 1-2 weeks, 1-2 months, 3-5 months intervals. OCT quantitative measurements: average retinal nerve fiber layer thickness (aRNFL) of the disc and its superior values (sRNFL) and the inferior values (iRNFL), average ganglion cell complex thickness (aGCC) in macular region and its superior values (sGCC) and the inferior values (iGCC). OCTA quantitative measurements: average radial peripapillary capillary density (aRPC) and its superior values (sRPC) and the inferior values (iRPC), average vascular density of superficial retina (aSVD) in macular region and its superior values (sSVD) and the inferior values (iSVD), average vascular density of deep layer retina (aDVD), areas of foveal avascular zone (FAZ). The differences of OCT and OCTA quantitative measurements between NAION eyes and the fellow eyes and normal controls were comparatively analyzed. Independent sample t test, paired sample t test or nonparametric rank sum test were performed for comparison among three groups. Pearson or Spearman correlation analysis were used to analyze the correlation between RNFL and RPC, GCC and SVD, RNFL and GCC, RPC and SVD.ResultsAt baseline, the aRNFL, aRPC and aDVD of NAION patients were significantly higher than those of normal controls. Compared with the fellow eyes, the aRNFL increased significantly and the aRPC decreased significantly in NAION affected eyes. The overall differences of aRNFL, aRPC, aGCC and aSVD at four intervals within NAION affected eyes were statistically significant (P＜0.05). The average sRNFL, sRPC, sGCC and sSVD at 1-2 months interval were significantly lower than the average iRNFL, iRPC, iGCC and iSVD (P＜0.05). Correlation analysis: at 1-2 months interval, aGCC was positively correlated with aSVD (r=0.482, P=0.037); at 3-5 months interval, aRNFL was positively correlated with aRPC (r=0.631, P=0.037).ConclusionThere is a sectorial reduction of vascular density of peripapillary RPC and macular SVD with the disease progression of NAION.
ObjectiveTo quantitatively analyze the changes of choroidal capillaries in chronic central serous chorioretinopathy (CCSC) before and after half-dose photodynamic therapy (PDT).MethodsA retrospective cohort study. Nineteen patients (21 eyes) with CCSC were enrolled in this study from November 2017 to September 2018 in People’s Hospital of Wuhan University. Among them, there were 14 males (15 eyes) and 5 females (6 eyes), with diseases course over than 6 months. All patients underwent half-dose PDT. Twenty normal subjects (40 eyes) matched with age and sex in CCSC group were taken as controls. The subfoveal choroidal thickness (SFCT) was measured by Heidelberg depth enhanced imaging-OCT before and after PDT treatment in CCSC patients and in normal subjects. Spectral-domain OCT (Retina map) and Angio-OCT angiography (3 mm×3 mm) were arranged for all subjects at the same time. Macular fovea retinal thickness (CMT) was recorded under OCT-Retina map mode, and Angio-OCT 3 mm×3 mm choroidal capillary images were binarized using Image J software, and calculating the area ratio of low pixel area as flow signal void (FSV). BCVA, spectral-domain OCT and Angio-OCT were performed 1 week and 1, 3 months after PDT with the same equipment and methods before PDT. The changes of CMT, SFCT, FSV and BCVA in CCSC patients before and after PDT treatment were compared. Pearson correlation analysis was used to analyze the correlation between FSV and SFCT, age.ResultsThe average CMT, SFCT and FSV in CCSC patients increased significantly compared with the controls (P＜0.05). The average SFCT and FSV in CCSC patients 3 months after treatment were higher and the average CMT decreased compared with the controls (P=0.000, 0.000, 0.000). Comparison before and after PDT in CCSC patients: there were significant differences in average CMT, SFCT and FSV before and after PDT (P=0.000, 0.000, 0.000). Post Hoc multiple comparisons showed that the average CMT (P=0.000, 0.000, 0.000, 0.000, 0.000) and FSV (P=0.010, 0.000, 0.000, 0.001, 0.000) decreased significantly in all time points except for 1 month and 3 months after treatment, so as the average FSV (P=0.788, 0.702). The average SFCT decreased 1 month and 3 months after treatment compared with the baseline (P=0.024, 0.008), and there was no significant difference between before treatment and 1 week after treatment (P=0.162), and between 1 month and 3 months after treatment (P=0.687). The correlation analysis showed that there was no correlation between FSV and age in CCSC patients (r=0.052, P=0.822), but there was a correlation between FSV and age in controls (r=0.716, P=0.000).ConclusionQuantitative analysis of OCTA showes the degree of choriocapillary ischemia in the form of FSV in CCSC patients decreased after PDT treatment, however, which is still higher than normal controls.
Objective To observe the characteristics of pattern electroretinogram (PERG) and the photopic negative response (PhNR) of flash electroretinogram (FERG) in patients and carriers with Leber hereditary optic neuropathy (LHON). MethodsA cross sectional, observational study. Thirty-two patients (64 eyes) diagnosed with LHON (LHON group) and 15 normal members with the same mutation in patient's family (carrier group) were included in this study from February 2021 to November 2021 in the Department of Ophthalmology of Renmin Hospital of Wuhan University. All patients in LHON group were males (100.0%, 32/32) and the average age was 23.34±7.41 years. In the carrier group of 15 cases (30 eyes), there were 2 males (13.3%, 2/15) and 13 females (86.7%, 12/15). The average age was 43.44±7.65 years. Twenty-four healthy subjects (48 eyes) in the same period were selected as the control group. Among them, there were 8 males (33.3%, 8/24) and 16 females (66.7%, 16/24). The average age was 23.42±2.54 years. All subjects were examined with the GT-2008V-VI visual electrophysiology instrument of Chongqing Gotec Medical Equipment Limited Company for PERG and FERG. P50 and N95 amplitudes of PERG and PhNR, a wave and b wave amplitudes of FERG were recorded. The peripapillary retinal nerve fiber layer (pRNFL) thicknesses of the nasal, superior, temporal, inferior and average quadrants were measured by spectral domain optical coherence tomography (SD-OCT). The amplitudes of a wave, b wave, PhNR, P50 wave, N95 wave and pRNFL thickness between the three groups were compared by one-way ANOVA. Pearson correlation analysis was used to analyze the correlation between different parameters. ResultsCompared with the control group, the amplitudes of PhNR in LHON group and carrier group decreased significantly (F=11.973, P＜0.001). The results of correlation analysis showed that the amplitude of PhNR in LHON group was significantly correlated with the thickness of nasal and temporal pRNFL (r=0.249, 0.272; P=0.048, 0.030). There was no significant difference in P50 wave amplitude between patients , carriers and controls (F=1.342, P=0.265). There was no significant difference in N95 wave amplitude between patients and controls (P=0.960). ConclusionThe PhNR amplitudes of FERG in LHON patients and carriers decrease significantly compared to controls.
ObjectiveTo explore the protective effect and mechanism of Krüppel-like factor 7 (KLF7) overexpression on retinal ganglion cells (RGC) in mice after optic nerve crush (ONC). MethodsA total of sixty five 10-week-old C57BL/6J mice were randomly divided into five groups: blank control group (group A), intravitreal injection (IVT)-KLF7 group (group B), IVT-phosphate buffer saline-ONC group (group C), IVT-KLF7-ONC group (group D), and IVT-recombinant adeno-associated virus 2-enhanced green fluorescent protein-ONC group (group E), with 13 mice in each group. On the 7 days after the ONC model, the mice in each group were killed. RGC survival rate was counted by whole retina flat mount and immunofluorescence techniques. KLF7, nerve growth factor (NGF), tyrosine kinase A (TrkA), phosphorylated TrkA (pTrkA), tyrosine kinase B (TrkB) and phosphorylated TrkB (pTrk) were detected by western blot, growth associated protein 43 (GAP43), brain-derived neurotrophic factor, B lymphoblastoma-2 (Bcl-2), Bcl-2 associated X protein (BAX), Caspase-3 protein relative expression levels. One-way analysis of variance or Kruskal-Wallis test were used for comparison between groups. ResultsOn the 7 days after the ONC model, the density of RGC in the retina of groups A, B, C, D and E were (3 707.4±12.8), (3 582.4±13.3), (1 396.3±16.1), (1 658.3±22.2) and (1 323.6±16.9)/mm2, respectively. Compared with groups C and E, RGC density in group D was significantly increased, and the difference was statistically significant (P=0.028, 0.007). Compared with groups A, B, C and E, the relative expression levels of NGF, pTrkA, pTrkB, GAP43 and Bcl-2 proteins in the retina of mice in group D were increased, while the relative expression levels of BAX and Caspase-3 proteins were decreased, with statistical significance (P＜0.01). ConclusionIn mouse ONC model, overexpression of KLF7 can improve RGC survival rate, increase the relative expression levels of NGF, pTrkA, pTrkB, GAP43 and Bcl-2 proteins in retina, and decrease the relative expression levels of BAX and Caspase-3 proteins.
ObjectiveTo build a small-sample ultra-widefield fundus images (UWFI) multi-disease classification artificial intelligence model, and initially explore the ability of artificial intelligence to classify UWFI multi-disease tasks. MethodsA retrospective study. From 2016 to 2021, 1 608 images from 1 123 patients who attended the Eye Center of the Renmin Hospital of Wuhan University and underwent UWFI examination were used for UWFI multi-disease classification artificial intelligence model construction. Among them, 320, 330, 319, 268, and 371 images were used for diabetic retinopathy (DR), retinal vein occlusion (RVO), pathological myopia (PM), retinal detachment (RD), and normal fundus images, respectively. 135 images from 106 patients at the Tianjin Medical University Eye Hospital were used as the external test set. EfficientNet-B7 was selected as the backbone network for classification analysis of the included UWFI images. The performance of the UWFI multi-task classification model was assessed using the receiver operating characteristic curve, area under the curve (AUC), sensitivity, specificity, and accuracy. All data were expressed using numerical values and 95% confidence intervals (CI). The datasets were trained on the network models ResNet50 and ResNet101 and tested on an external test set to compare and observe the performance of EfficientNet with the 2 models mentioned above. ResultsThe overall classification accuracy of the UWFI multi-disease classification artificial intelligence model on the internal and external test sets was 92.57% (95%CI 91.13%-92.92%) and 88.89% (95%CI 88.11%-90.02%), respectively. These were 96.62% and 92.59% for normal fundus, 95.95% and 95.56% for DR, 96.62% and 98.52% for RVO, 98.65% and 97.04% for PM, and 97.30% and 94.07% for RD, respectively. The mean AUC on the internal and external test sets was 0.993 and 0.983, respectively, with 0.994 and 0.939 for normal fundus, 0.999 and 0.995 for DR, 0.985 and 1.000 for RVO, 0.991 and 0.993 for PM and 0.995 and 0.990 for RD, respectively. EfficientNet performed better than the ResNet50 and ResNet101 models on both the internal and external test sets. ConclusionThe preliminary UWFI multi-disease classification artificial intelligence model using small samples constructed in this study is able to achieve a high accuracy rate, and the model may have some value in assisting clinical screening and diagnosis.