scholarly journals Classifications of diabetic macular edema

2019 ◽  
Vol 30 (1) ◽  
pp. 6-7
Author(s):  
Lee M Jampol

Diabetic retinopathy is a major cause worldwide of vision loss from diabetic maculopathy or proliferative retinopathy. Without widely accepted classifications of diabetic retinopathy and diabetic maculopathy, it is difficult to compare results of clinical trials or monitor clinical care. The European School of Advanced Studies in Ophthalmology has developed an international classification of diabetic maculopathy based upon spectral domain optical coherence tomography, which could be helpful for both initial evaluation and subsequent follow-up of diabetic patients in both clinical practice and experimental trials.

Diabetic retinopathy and diabetic macular edema are the most common causes of preventable blindness among the working class in many countries. The prevalence of diabetic macular edema, which is frequently associated with vision loss, is increasing. Classification of diabetic retinopathy is essential for precise and punctual treatment and follow-up, and ultimately for enhancing the quality of life of diabetic patients. Studies in recent years have shared protocols for diagnosis, classification, and follow-up.


PRILOZI ◽  
2014 ◽  
Vol 35 (3) ◽  
pp. 167-173
Author(s):  
Milena Golubovik

AbstractIntroduction: Diabetic retinal complications are the most common cause of reduced visual acuity in persons aged 25 to 75 years. However, vision loss can be prevented or delayed if the changes are seen on time.Aim: By analyzing literature data to create an algorithm for careful follow-up of diabetic patients, which would prevent progression of the changes and development of conditions leading to blindness. At the same time, this paper presents certain changes of the eye fundus and mode of their treatment.Material and method: Analysis of studies published on diabetic retinopathy and screening conducted in developed countries, with creating an algorithm for follow-up of diabetic retinal changes and their management.Conclusion: Timely detection and treatment of diabetic retinopathy with application of protocols in developed countries as well as parallel correction of systemic risk factors for progression of diabetic retinopathy will reduce the possibility of visual impairment in diabetics due to retinal complications. At the same time expenditures related to more complicated and less effective surgical procedures will be reduced along with the societal concern.


2018 ◽  
Vol 2 (6) ◽  
pp. 343-350
Author(s):  
Katsuya Suzuki ◽  
Miho Nozaki ◽  
Noriaki Takase ◽  
Aki Kato ◽  
Hiroshi Morita ◽  
...  

Purpose: The purpose of this article is to evaluate long-term change of the foveal avascular zone (FAZ) area in diabetic eyes using optical coherence tomography angiography (OCTA) (AngioVue, Avanti OCT, Optovue). Methods: A retrospective chart review was conducted of patients who had undergone OCTA fundus examinations with at least 12 months of follow-up. Eyes with previous laser photocoagulation and antivascular endothelial growth factor treatments were excluded. ImageJ software was used to evaluate the FAZ area in the superficial capillary plexus (SCP) and deep capillary plexus (DCP). Results: Forty eyes were analyzed in this study and divided into 3 groups: healthy controls (13 eyes), diabetic patients without diabetic retinopathy (DR) (14 eyes), and diabetic patients with DR (13 eyes). During the 22 months of follow-up, the FAZ area of eyes with DR in the DCP enlarged from 0.64 ± 0.20 mm2 to 0.70 ± 0.20 mm2 ( P = .021), which was a 10.1% increase from baseline (5.1% per year). No significant changes were observed during the study period for FAZ areas in the DCP of controls and diabetic patients without DR. Enlargement of FAZ in the DCP was significantly greater in eyes with DR progression vs those without progression (19.2% and 1.2%, respectively, P = .013). Conclusions: Our data suggest FAZ enlargement in the DCP is associated with DR progression. Assessment of the FAZ by OCTA might be useful for the evaluation of microcirculation abnormalities in DR and the onset of DR progression.


2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Reza Mirshahi ◽  
Pasha Anvari ◽  
Hamid Riazi-Esfahani ◽  
Mahsa Sardarinia ◽  
Masood Naseripour ◽  
...  

AbstractThe purpose of this study was to introduce a new deep learning (DL) model for segmentation of the fovea avascular zone (FAZ) in en face optical coherence tomography angiography (OCTA) and compare the results with those of the device’s built-in software and manual measurements in healthy subjects and diabetic patients. In this retrospective study, FAZ borders were delineated in the inner retinal slab of 3 × 3 enface OCTA images of 131 eyes of 88 diabetic patients and 32 eyes of 18 healthy subjects. To train a deep convolutional neural network (CNN) model, 126 enface OCTA images (104 eyes with diabetic retinopathy and 22 normal eyes) were used as training/validation dataset. Then, the accuracy of the model was evaluated using a dataset consisting of OCTA images of 10 normal eyes and 27 eyes with diabetic retinopathy. The CNN model was based on Detectron2, an open-source modular object detection library. In addition, automated FAZ measurements were conducted using the device’s built-in commercial software, and manual FAZ delineation was performed using ImageJ software. Bland–Altman analysis was used to show 95% limit of agreement (95% LoA) between different methods. The mean dice similarity coefficient of the DL model was 0.94 ± 0.04 in the testing dataset. There was excellent agreement between automated, DL model and manual measurements of FAZ in healthy subjects (95% LoA of − 0.005 to 0.026 mm2 between automated and manual measurement and 0.000 to 0.009 mm2 between DL and manual FAZ area). In diabetic eyes, the agreement between DL and manual measurements was excellent (95% LoA of − 0.063 to 0.095), however, there was a poor agreement between the automated and manual method (95% LoA of − 0.186 to 0.331). The presence of diabetic macular edema and intraretinal cysts at the fovea were associated with erroneous FAZ measurements by the device’s built-in software. In conclusion, the DL model showed an excellent accuracy in detection of FAZ border in enfaces OCTA images of both diabetic patients and healthy subjects. The DL and manual measurements outperformed the automated measurements of the built-in software.


2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Donato Santovito ◽  
Lisa Toto ◽  
Velia De Nardis ◽  
Pamela Marcantonio ◽  
Rossella D’Aloisio ◽  
...  

AbstractDiabetic retinopathy (DR) is a leading cause of vision loss and disability. Effective management of DR depends on prompt treatment and would benefit from biomarkers for screening and pre-symptomatic detection of retinopathy in diabetic patients. MicroRNAs (miRNAs) are post-transcriptional regulators of gene expression which are released in the bloodstream and may serve as biomarkers. Little is known on circulating miRNAs in patients with type 2 diabetes (T2DM) and DR. Here we show that DR is associated with higher circulating miR-25-3p (P = 0.004) and miR-320b (P = 0.011) and lower levels of miR-495-3p (P < 0.001) in a cohort of patients with T2DM with DR (n = 20), compared with diabetic subjects without DR (n = 10) and healthy individuals (n = 10). These associations persisted significant after adjustment for age, gender, and HbA1c. The circulating levels of these miRNAs correlated with severity of the disease and their concomitant evaluation showed high accuracy for identifying DR (AUROC = 0.93; P < 0.001). Gene ontology analysis of validated targets revealed enrichment in pathways such as regulation of metabolic process (P = 1.5 × 10–20), of cell response to stress (P = 1.9 × 10–14), and development of blood vessels (P = 2.7 × 10–14). Pending external validation, we anticipate that these miRNAs may serve as putative disease biomarkers and highlight novel molecular targets for improving care of patients with diabetic retinopathy.


2018 ◽  
Vol 2018 ◽  
pp. 1-7 ◽  
Author(s):  
Miao Liu ◽  
Jianhua Wang ◽  
Yao He

Aims. This study aimed at assessing the impact of baseline bilirubin (TBiL) on the incidence of diabetic retinopathy (DR) based on a five-year cohort study which consisted of 5323 Chinese male diabetic patients.Methods. A cohort study based on 5323 male diabetic patients was conducted in Beijing, from 2009 to 2013. Both baseline TBiL and follow-up changes were measured. Cox proportional risk model was used to calculate the hazard ratio (HR) of TBiL for DR risk.Results. During the follow-up period, there were 269 new DR cases. The incidence of five-year follow-up was 5.1% (95% CI: 4.5%~5.6%). The TBiL level of those who had diabetic retinopathy was lower than that of those without (12.51+ 1.20 mol/L and 13.11+ 1.32μmol/L,P=0.033). And more interestingly, along with the quintiles of baseline TBiL, there showed a U-shaped curve with DR incidence. And the RRs were 0.928 (95% CI: 0.646–1.331), 0.544 (95% CI: 0.365–0.811), 0.913 (95% CI: 0.629–1.324), and 1.035 (95% CI: 0.725–1.479) for the second, third, fourth, and fifth quintiles of baseline TBiL levels, respectively, compared with the first quintile. For follow-up TBiL changes, after being adjusted for related covariables and baseline TBiL levels (as continuous variable) in the model, the RRs for DR were 1.411 (95% CI: 1.081–1.842) for those who had decreased TBiL level and 0.858 (95% CI: 0.770–0.947) for those who had increased TBiL level during follow-up. And this association was more prominent among those with lower baseline TBiL level.Conclusions. Serum TBiL had a U-shaped relationship with DR incidence, which was independent of control status of diabetes and other related covariates.


Blood ◽  
2019 ◽  
Vol 134 (Supplement_1) ◽  
pp. 2178-2178
Author(s):  
Ang Li ◽  
Catlin Goodfriend ◽  
John Sokol ◽  
Rebecca Kruse-Jarres

Introduction: Emicizumab is a subcutaneously administered, humanized bispecific monoclonal antibody that is recently approved for hemostatic prophylaxis in people with hemophilia A (PWH) with or without factor VIII inhibitors. We hypothesize that the new route and frequency of administration would lead to better treatment adherence compared to factor or bypass products in PWH outside of clinical trials. We performed the current study to test the hypothesis and to examine potential predictors of non-adherence associated with emicizumab treatment. Methods: We performed a retrospective cohort study at the Washington Center for Bleeding Disorders. Inclusion criteria included PWH with moderate to severe hereditary hemophilia (FVIII <5%), clinician recommendation for routine prophylaxis, receipt of clinical care and medication from a hemophilia treatment center (HTC), at least 12 months of prior exposure to factor or bypass products, and at least 3 months of emicizumab treatment. For patients who were previously enrolled in emicizumab clinical trials, adherence data were collected from the time of first commercial product administration. Adherence percentage (%) was estimated as days of drug dispensed / days elapsed x 100 and non-adherence % was determined as 100 - adherence %. Relevant patient, condition, treatment, and socioeconomic variable data were collected from review of medical records. To assess the difference in drug adherence, we compared the adherence % of emicizumab versus that of factor or bypass product in the same patients using the paired t test. To assess predictors of non-adherence %, we used a generalized linear model (GLM) with log link and gamma distribution to account for the right skewed distribution of the outcome. A multivariable GLM was built to incorporate the most significant predictors of non-adherence. Results: We identified 56 PWH that initiated commercial emicizumab from 1/2018 to 5/2019 at our HTC. Five patients were excluded for fewer than 3 months of follow-up on treatment and 3 patients were excluded for not having prior exposure to factor therapy. The remaining 48 patients had a median duration on emicizumab of 7 months (IQR 5-9) at the time of study. The most common dosing frequency was weekly administration (77%). The median age at treatment index date was 17 years (IQR 9-36), 65% were Caucasian, and 46% had Medicaid or Medicare insurance. The majority of patients had a diagnosis of severe hemophilia (90%), 42% had a history of inhibitor (15% active inhibitor), and 25% were previously enrolled in an emicizumab interventional trial. Prior to emicizumab initiation, 46% of patients had 5 or more self-reported annualized bleeds. The most common reason for emicizumab initiation was patient preference (35%), followed by breakthrough bleeding (33%), difficult venipuncture (21%), and shortened factor half-life (10%). Among 12 patients who previously received only on demand treatment, their adherence on emicizumab was 89%. Among 36 patients who previously received routine prophylaxis, their adherence was significantly higher on emicizumab (98%) than factor/bypass products (89%) (p=0.002). Specifically, 18 out of 48 patients (38%) had factor/bypass adherence <75% (or refused prophylaxis) and 2 out of 48 patients (4%) had emicizumab adherence <75%. Various factors were associated with increased emicizumab non-adherence (Table 1). Age group had the strongest association where young and older adult PWH had more non-adherence % than children and adolescents (Figure 1). On multivariable analysis, age group, active inhibitor, and prior factor/bypass agent non-adherence (episodic or <75% usage) were significantly associated with increased emicizumab non-adherence. Conclusions: In the current study, we found that PWH requiring routine prophylaxis were more likely to be adherent to emicizumab than previous factor or bypass agents. Age group (young adult), active inhibitor, and prior non-adherence to factor product were significant predictors for decreased emicizumab adherence but the differences were small. Given the long half-life of the drug, the significance of non-perfect adherence on bleeding outcomes needs to be studied prospectively with longer clinical follow-up. Disclosures No relevant conflicts of interest to declare.


Author(s):  
Sona Sabitha Kumar ◽  
Lathika Vasu Kamaladevi ◽  
Sruthi Mankara Valsan

Background: Diabetes is a major public health concern that affects nearly 463 million (9.3%) of global adult population. Diabetic retinopathy, which affects around 35% of all diabetic patients, is the fifth leading cause of preventable global blindness. This study was done to determine the status of diabetic retinopathy screening and the factors that influence its uptake among diabetic patients attending a tertiary care setting in Kerala, India.Methods: 200 patients with diabetes mellitus on physician care were enrolled for a questionnaire-based survey which collected information on patient demographics, education, occupation, patient’s awareness of retinopathy, screening, diabetic blindness and their source of such knowledge.Results: 83% were aware that diabetes can result in vision loss. 61% were aware that diabetic blindness is preventable. 42% patients were aware of screening options for retinopathy. The awareness of retinopathy screening was significantly associated (p=0.0001) only with duration of diabetes.Conclusions: Awareness of diabetic retinopathy among diabetic patients in Kerala was sub optimal. Better patient education and use of mass media can increase awareness on diabetes retinopathy screening programs. 


Author(s):  
Ramesh R. Sivaraj ◽  
Jonathan M. Gibson

The ophthalmic treatment of diabetic retinopathy is aimed at preserving vision and requires an interdisciplinary approach. The main treatments used for proliferative retinopathy and diabetic maculopathy include laser photocoagulation, intra-vitreal, and peri-ocular drug injections, or a combination of both. In advanced cases of diabetic retinopathy (DR), vitrectomy and retinal surgery may help preserve vision. Cataract surgery in diabetic patients is extremely successful, but overall these patients are usually considered to be at risk of more complications than the general population. Those patients with pre-existing DR at the time of surgery should be regarded as a high risk group and will require careful pre-operative assessment and post-operative review. In this group, intervention with laser photocoagulation and intra-vitreal pharmacotherapy may be necessary.


Author(s):  
Sarita Jacob ◽  
Ramesh R. Sivaraj

Imaging in diabetic retinopathy (DR) has developed over the years and the advantages are multifold. Various imaging modalities are currently available, which is of great diagnostic and prognostic value in the management of DR. Optical coherence tomography (OCT) has revolutionized the management of diabetic maculopathy. OCT has now become indispensable for initiating and assessing diabetic macular oedema (DMO) while on treatment with intravitreal injections. Recent introduction of optical coherence tomography angiography (OCTA) has significantly reduced the need for fundus fluorescein angiography (FFA) for macular ischaemia and proliferative retinopathy. Ultra-wide field (UWF) imaging modalities for colour fundus and UWF FFA are very useful to document and assess overall retinal state highlighting the periphery. Bscan ultrasonography of the fundus is an useful tool to assess retinal status in proliferative DR with vitreous haemorrhage.


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