Quantitative evaluation of photoreceptor density in chronic central serous chorioretinopathy using the Spectralis High Magnification Module

In vivo cone-photoreceptor density comparison between eyes with subretinal drusenoid deposits and healthy eyes using high magnification imaging

PURPOSE

To compare photoreceptor density automated quantification in eyes with subretinal drusenoid deposits (SDD) and healthy controls using Heidelberg Spectralis High Magnification Module (HMM) imaging.

METHODS

Twelve eyes of 6 patients with intermediate AMD, presenting with SDD were included, as well as twelve eyes of healthy controls. Individual dot SDD within the central 30° retina were examined with infrared confocal laser ophthalmoscopy, HMM, and spectral-domain optical coherence tomography (SD-OCT). Photoreceptor density analysis was performed on the best-quality image using the ImageJ Foci Picker plugin, after the removal of SDD from the HMM image. Correlations were made between the HMM quantified photoreceptor density, SD-OCT characteristics, stage, and number of SDD.

RESULTS

Mean age was 75.17 ± 2.51 years in the SDD group (3 males, 3 females) versus 73.17 ± 3.15 years in the healthy control group (p = 0.2). Defects in the overlying ellipsoid zone were present on SD-OCT in 8/12 (66.66%) eyes. The mean ± standard deviation foci detected (i.e., cone photoreceptors) was 7123.75 ± 3683.32 foci/mm2 in the SDD group versus 13,253 ± 3331.00 foci/mm2 in the healthy control group (p = 0.0003). The number of SDD was associated with a reduction in foci density, p = 0.0055, r = - 0.7622.

CONCLUSION

The decreased cone density in eyes with SDD may correlate with a decrease in retinal function in intermediate AMD eyes independent of neovascular complications or outer retinal pigment epithelial atrophy.

Changes of microstructure of central serous chorioretinopathy on OCT and its relationship with prognosis

PURPOSE

To quantitatively evaluate the relationship between retinal microstructure and prognosis in patients with central serous chorioretinopathy(CSC) using optical coherence tomography(OCT).

METHODS

398 affected eyes of patients with central serous chorioretinopathy who visited Zhongshan Ophthalmic Centre(ZOC) from 2015 to 2018 were included in this retrospective study. The optical coherence tomography images of all patients in their first visit were analyzed, and logistic regression analysis were performed with 11 independent variables, and subretinal fluid absorption in 3 months after therapy as well as recur in 6 months after therapy as dependent variable respectively. The correlation between shortage of ellipsoid baseline and height of foveal subretinal fluid, width of foveal subretinal fluid were analyzed respectively. The difference of duration and baseline logMAR visual acuity in eyes with and without double layer sign or subretinal hyper-reflective materials were analyzed respectively. The difference of therapeutic outcome among different therapeutic methods was also analyzed in eyes with double-layer sign and subretinal hyper-reflective materials respectively.

RESULTS

In the regression analysis with subretinal fluid absorption in 3 months after therapy as dependent variable, shortage of ellipsoid zone was statistically significant(P<0.0001,B=1.288).In the regression analysis with recur in 6 months as dependent variable, no independent variable was statisically significant. There is no correlation between shortage of ellipsoid zone and width or height of subretinal fluid. Duration of disease in eyes with double layer sign or subretinal hyper-reflective materials was longer than those without these features. In the eyes with double-layer sign or subretinal hyper-reflective material, the difference of logMAR visual acuity 3 months after treatment between 2 therapeutic methods was not statistically significant.

CONCLUSIONS

When using optical coherence tomography to quantitatively evaluate change microstructure in eyes with central serous chorioretinopathy, we found that subretinal fluid was easier to absorb completely in eyes with less shortage of ellipsoid zone. Double layer sign and subretinal hyper-reflective materials are easier to exist in eyes with longer duration of disease.

Predicting persistent central serous chorioretinopathy using multiple optical coherence tomographic images by deep learning

We sought to predict whether central serous chorioretinopathy (CSC) will persist after 6 months using multiple optical coherence tomography (OCT) images by deep convolutional neural network (CNN). This was a multicenter, retrospective, cohort study. Multiple OCT images, including B-scan and en face images of retinal thickness (RT), mid-retina, ellipsoid zone (EZ) layer, and choroidal layer, were collected from 832 eyes of 832 CSC patients (593 self-resolving and 239 persistent). Each image set and concatenated set were divided into training (70%), validation (15%), and test (15%) sets. Training and validation were performed using ResNet50 CNN architecture for predicting CSC requiring treatment. Model performance was analyzed using the test set. The accuracy of prediction was 0.8072, 0.9200, 0.6480, and 0.9200 for B-scan, RT, mid-retina, EZ, and choroid modalities, respectively. When image sets with high accuracy were concatenated, the accuracy was 0.9520, 0.8800, and 0.9280 for B-scan + RT, B-scan + EZ, and EZ + RT, respectively. OCT B-scan, RT, and EZ en face images demonstrated good performances for predicting the prognosis of CSC using CNN. The performance improved when these sets were concatenated. The results of this study can serve as a reference for choosing an optimal treatment for CSC patients.