ObjectiveTo observe and preliminarily discuss the distribution characteristics of the non-perfusion area (NP) of the retina in different stages of diabetic retinopathy (DR) and its changes with the progression of DR. MethodsA retrospective clinical study. From October 2018 to December 2020, 118 cases of 175 eyes of DR patients diagnosed in Eye Center of Renmin Hospital of Wuhan University were included in the study. Among them, there were 64 males with 93 eyes and 54 females with 82 eyes; the average age was 56.61±8.99 years old. There were 95 eyes of non-proliferative DR (NPDR), of which 25, 47, and 23 eyes were mild, moderate, and severe; 80 eyes were proliferative DR (PDR). Ultra-wide-angle fluorescein fundus angiography was performed with the British Optos 200Tx imaging system, and the fundus image was divided into posterior, middle, and distal parts with Image J software, and the ischemic index (ISI) was calculated. The difference of the retina in different DR staging groups and the difference of ISI were compared in the same area. The Kruskal-Wallis test was used to compare the ISI between the different DR staging groups and the Kruskal-Wallis one-way analysis of variance was used for the pairwise comparison between the groups. ResultsThe ISI of the posterior pole of the eyes in the moderate NPDR group, severe NPDR group, and PDR group were significantly greater than that in the distal periphery, and the difference was statistically significant (χ2=6.551, 3.540, 6.614; P=0.000, 0.002, 0.000). In severe NPDR group and PDR group, the ISI of the middle and peripheral parts of the eyes was significantly greater than that of the distal parts, and the difference was statistically significant (χ2=3.027, 3.429; P=0.015, 0.004). In the moderate NPDR group, there was no significant difference in ISI between the peripheral and distal parts of the eye (χ2=2.597, P=0.057). The ISI of the posterior pole of the eyes in the moderate NPDR group and the PDR group was significantly greater than that in the middle periphery, and the difference was statistically significant (χ2=3.955, 3.184; P=0.000, 0.009). In the severe NPDR group, there was no significant difference in ISI between the posterior pole and the middle periphery of the eye (χ2=0.514, P=1.000). Compared with the mild NPDR group and the moderate NPDR group, the ISI of the whole retina, posterior pole, middle and distal parts of the PDR group was larger, and the difference was statistically significant (χ2=－7.064, －6.349,－6.999, －5.869, －6.695, －6.723, －3.459, －4.098; P=0.000, 0.000, 0.000, 0.000, 0.000, 0.000, 0.003, 0.000). ConclusionThe NP of the eyes with different DR stages is mainly distributed in the posterior pole and the middle periphery. The higher the severity of DR, the greater the NP in the posterior and middle periphery.
ObjectiveTo apply the multi-modal deep learning model to automatically classify the ultra-widefield fluorescein angiography (UWFA) images of diabetic retinopathy (DR). MethodsA retrospective study. From 2015 to 2020, 798 images of 297 DR patients with 399 eyes who were admitted to Eye Center of Renmin Hospital of Wuhan University and were examined by UWFA were used as the training set and test set of the model. Among them, 119, 171, and 109 eyes had no retinopathy, non-proliferative DR (NPDR), and proliferative DR (PDR), respectively. Localization and assessment of fluorescein leakage and non-perfusion regions in early and late orthotopic images of UWFA in DR-affected eyes by jointly optimizing CycleGAN and a convolutional neural network (CNN) classifier, an image-level supervised deep learning model. The abnormal images with lesions were converted into normal images with lesions removed using the improved CycleGAN, and the difference images containing the lesion areas were obtained; the difference images were classified by the CNN classifier to obtain the prediction results. A five-fold cross-test was used to evaluate the classification accuracy of the model. Quantitative analysis of the marker area displayed by the differential images was performed to observe the correlation between the ischemia index and leakage index and the severity of DR. ResultsThe generated fake normal image basically removed all the lesion areas while retaining the normal vascular structure; the difference images intuitively revealed the distribution of biomarkers; the heat icon showed the leakage area, and the location was basically the same as the lesion area in the original image. The results of the five-fold cross-check showed that the average classification accuracy of the model was 0.983. Further quantitative analysis of the marker area showed that the ischemia index and leakage index were significantly positively correlated with the severity of DR (β=6.088, 10.850; P＜0.001). ConclusionThe constructed multimodal joint optimization model can accurately classify NPDR and PDR and precisely locate potential biomarkers.
Fundus photograph, angiography, optical coherence tomography, ultrasonography and other image technology and visual electrophysiology can provide a wealth of information for the diagnosis and treatment of pediatric retinal diseases. However, it put forward higher requirements on pediatric retinal imaging equipment and techniques which will be quite different from adult, because of pediatric retinal disease has its own characteristics, such as disease spectrum, pathogenesis, and pathophysiology. The principles and methods of image results interpretation on adult were not quite ready for children. It is necessary to further study the fundus imaging techniques suitable for children, gradually establish standardized examination procedures and clinical interpretation system, to promote the diagnosis of retinopathy in children.
ObjectiveTo observe the application of ultra wide angle FFA (UWFA) in the study of the correlation between diabetic macular edema (DME) and retinal ischemia.MethodsOne hundred and forty-five patients (220 eyes) with diabetic retinopathy (DR) diagnosed by fundus and FFA in Shaanxi Eye Hospital from January to August in 2018 were enrolled in the study. There were 132 eyes from 85 males and 88 eyes from 60 females. The average age was 54.87±10.89 years old, 171 eyes were non proliferative DR (mild 27 eyes, moderate 32 eyes, severe 112 eyes), 49 eyes were proliferative DR. There were 141 eyes with retinal ischemia. None of them received retinal laser photocoagulation, intravitreal injection of drugs and other eye surgery. UK Optomap200Tx imaging system was used for UWFA examination. According to whether the central macular retina of 2 disc diameter area was involved, the eyes were divided into DME group (183 eyes) and non DME group (37 eyes). According to different appearance of fluorescein leakage in macular zone, DME group was further divided into focal leakage (FL) group, diffuse leakage (DL) group and diffuse cystic leakage (DCL) group, with 94, 73 and 16 eyes, respectively. The incidence of retinal ischemia, retinal neovascularization (RNV) and/or NVD were compared between DME group and non DME group, and the difference of retinal ischemia index (IIS) of three macular edema subgroups was further compared. The differences of retinal ischemia, RNV and/or NVD between DME group and non DME group were compared by chi square test or Fisher exact probability method. The different retinal IIS of three macular edema subgroups was compared by one-way ANOVA.ResultsAmong 183 eyes in DME group, 132 eyes (72.13%, 132/183) were accompanied with retinal ischemia, and 9 eyes (24.32%, 9/37) were accompanied with retinal ischemia in non DME group. There was significant difference in the incidence of retinal ischemia between the two groups (χ2= 30.56, P＜0.05). In FL group, DL group and DCL group, there were 51 (54.26%, 51/94), 70 (95.89%, 70/73) and 11 (68.75%, 11/16) eyes with retinal ischemia, and 11 (11.70%, 11/94), 30 (41.10%, 30/73) and 4 (25.00%, 4/16) eyes with NVD and/or RNV, respectively, The retinal ischemia indexes of these three groups were 0.0516±0.0961, 0.2192±0.2166, 0.1244±0.1460. There were statistically significant differences in the incidences of retinal ischemia (χ2=35.53), NVD and/or RNV (χ2=18.50) and retinal ischemia indexes (F=22.80) among the three groups (P=0.000 0, ＜0.050 0, ＜ 0.000 1).ConclusionsUWFA can dynamically evaluate the retinal ischemia in DME patients, and the enlargement of ischemic area. The formation of RNV are more likely to form DL macular edema.
ObjectiveTo observe the imaging features of short-wave length fundus autofluorescence (SW-AF), near-infrared fundus autofluorescence (NIR-AF)and spectral-domain optical coherence tomograph (SD-OCT) in acute central serous chorioretinopathy (CSC).
MethodsThis is a retrospective observational consecutive case series study. Eighty-two eyes with acute CSC from 76 patients were enrolled in this study.There were 50 males (56 eyes) and 26 females (26 eyes), average age was (41.32±7.37) years old, average course of the disease was (0.47±1.73) months. The routine clinical examinations included best corrected visual acuity, slit lamp microscope, indirect ophthalmoscope, fundus fluorescein angiography (FFA), SW-AF, NIR-AF and SD-OCT. The imaging features of NIR-AF, SW-AF, SD-OCT and FFA in same eye with acute CSC were analyzed comparatively.
ResultsSD-OCT showed retinal pigment epithelium (RPE) detachment corresponding to RPE leakage point on FFA images in all CSC eyes. RPE leakage points in all eyes corresponding to local hypo-NIR-AF, whereas corresponding to normal SW-AF. NIR-AF demonstrated the area of decreased AF corresponding to serous retinal detachment in all eyes, of which, the area of hypo-SW-AF was consistent with that of sensory retinal detachment in 75 eyes. Except for RPE leaking fluorescein in 82 eyes, FFA showed window defects corresponding to clusters of hypo-NIR-AF in 45 eyes, of which, 27 eyes showed hypo-SW-AF appearing concurrently with the locations of window defects of FFA. In 18 eyes, the extent and amount of hypo-SW-AF were less than that of hypo-NIR-AF.
ConclusionsThere was local RPE detachment in all eyes with acute CSC. The locations of sensory retinal detachment, local RPE detachment and RPE depigmentation showed hypo-NIR-AF. The locations of sensory retinal detachment and RPE depigmentation showed hypo-SW-AF in most of acute CSC eyes.
Objective To evaluate the application value of iris fluorescein angiography (IFA) in the diagnosis of ischemic center retinal vein occlusion (CRVO). Methods Fifty-one patients (51 eyes) with CRVO which had been diagnosed by fundus fluorescein angiography （FFA）were studied. All patients underwent the examination of visual acuity, slit lamp biomicroscope，anterior segment color photography, intraocular pressure, FFA and IFA. The patients were classified as non-ischemic CRVO （20 eyes）and ischemic CRVO （31 eyes）. The 20 non-ischemic CRVO patients included 11 males and nine females, aged from 41 to 59 years. The 31 ischemic CRVO patients included 21 males and 10 females, aged from 28 to 62 years.FFA and IFA were performed for all the patients using Heidelberg retina angiograph, and the classic pictures were analyzed by the computer image processing system. The detection rate of iris neovascularization (NVI) by slit lamp biomicroscope and IFA was analyzed. All ischemic CRVO eyes underwent panretinal photocoagulation (PRP), and PRP was completed in 27 eyes and not completed in four eyes. Six months after PRP the regression of iris NVI was followed up. Results All non-ischemic CRVO eyes （100.0%） had no neovascularization on papillary margin and iris by slit lamp biomicroscopy, and had no fluorescence (pigment blocked fluorescence) on IFA. Thirteen eyes （41.9%） and 23 eyes （74.2%） of the 31 ischemic eyes had NVI by slit lamp biomicroscope and IFA, respectively. The NVI detection rate of those two methods was statistically different （Z=-3.425，P=0.001）. NVI showed b fluorescence and leakage with variable patterns (small blocks, thin lines and irregular cross-links) by IFA. There was no fluorescence staining and leakage on papillary margin and iris in 27 eyes who completed the PRP, but the neovascular glaucoma (NVG) occurred in one eyes who discontinued the PRP treatment after one to two months. Conclusions IFA has a high specificity in CRVO which hints the ischemic state of anterior segment. It is helpful to the early diagnosis of ischemic CRVO and the turnover of NVG.
Purpose
To observe the changes of choroidal circulati on and the retinal lesions caused by ocular contusion with indocyanine green ang iography (ICGA).
Methods
ICGA examination was performed on 30 cases (30 eyes) of various traumatic condition in conjunction with fundus fluorescein angiography (FFA).
Results
FFA of 19 cases (63.3%) showed the hypofluorence in quadrant or whole disc in accordance with the area of delayed filling of choroid. Twentysix cases (86.2%) showed d efected choroidel perfusion in ICGA,among them 16 cases showed localized delayed perfusion, in which the shortest perfusion time was 1 min 50 s and the l ongest time was 5 min.43 s,and 10 patients showed localized perfusion defect,and reversed filling time of retinochoroid vessels in 6 patients. Five cases (16.6%) had delayed filling time in both choroidal and central retinal vessels . Damage of retinal pigment epithelium was found in the areas of choroidal abnor mal perfusion.
Conclusion
ICGA combined with simultane ously FFA, is valuable in evaluating blunt injury of the ocular fundus and ben eficial to its diagnosis and treatment.
(Chin J Ocul Fundus Dis, 2001,17:122-124)
Objective To observe the autofluorescence of dated fundus hemorrhage excited by the excitaton light with different wavelength. Methods A total of 23 patients (23 eyes) with dated fundus hemorrhage were observed. The blue light under the fundus fluorescence angiography (FFA) mode of Topcon 50IA fundus camera was the excitation light, and the whiteandblack images of 4 patients and colorized images of 16 patients were collected, respectively. The autofluorescence of dated fundus hemorrhage in other 3 patients was observed by excitation of scanning laser with the wavelength of 488 nm and 795 nm emitted from Heidelberg retina angiography apparatus (HRA2). Results The black and white images showed the b red autofuorescence of dated fundus hemorrhage in 4 patients, while the colorized ones revealed the red autofluorescence in 16 patients. The hemorrhage autofluorescence could be also excited by blue laser (488 nm) and infrared laser (795 nm) using HRA2, but with different extent and intensity. Conclusions Due to the complex composition of dated fundus hemorrhage, different excitation light can excite the autofuorescence with different wavelength.
Objective
To investigate the clinical features, etiological classification and staging of epiretinal macular membrane(MEM)．
Methods
Clinical materials of 194 cases of MEM diagnosed by fundus fluorescein angiography in outpatient department of eye clinic in this hospital from 1983 to 2000 were retrospectively analyzed．
Results
There were typical clinical symptoms and signs of MEM in all of this 222 eyes of 194 patients． Etiological classification revealed that 4 cases were congenital(2．12%), 22 cases were secondary(11．34%), and 168 cases were idio pathic(86．60%)． Staging of course of disease indicated that 119 eyes were in early stage(53．60%), 72 eyes were in middle stage(32．43%), and 31 eyes were in late stage(13．96%)．
Conclusion
MEM may be classified as congenital, secondary and idiopathic type according to its pathogenesis , as early, middle and late stage according to the clinical course of disease．This can be helpful in treating the disease．
(Chin J Ocul Fundus Dis, 2001,17:210-213)
Objective
To study the ultrasonographic manifestation character of age-related macular degeneration (AMD).
Methods
The ultrasonographic manifestation of thirty-five cases (38 eyes) of AMD diagnosed by fundus fluorescein angiography (FFA) with positive findings of ultrasonic B-scan were analysed．
Results
The ultrasonic appearance of interlamellar transaudient cleft were found in 26 eyes, in which FFA appearance were serous detachment of pigment epithelium and subretinal neovascularization, 5 of them associated with small excavation of choroid, 4 of them associated with b echo belt at the posterior edge of the interlamellar transaudient cleft in which the FFA appearance was extensive subretinal neovascularization．In another 4 eyes with choroidal hematoma under FFA revealed thin echo light spots in the interlamellar transaudient cleft． There was scar-staining in the other 8 eyes in which the ultrasonic appearance showed an unequal thickening of the ocular wall in the posterior pole,unequal echo of interior edge and irregular inner echo．
Conclusion
The main ultrasonographic manifestation of AMD is the presence of interlamellar transaudient cleft in the thickened ocular wall.
(Chin J Ocul Fundus Dis,2000,16:228-230)
