Management of diabetic ocular complications: from cellular insights to community strategies.

The editorial outlines an integrated approach to managing diabetic ocular complications, combining advanced scientific research with practical public health strategies to improve the prevention, diagnosis, and treatment of diabetic retinopathy and macular edema globally.

Clinical characteristics of comorbid retinal dystrophies and primary angle closure disease.

PURPOSE: To assess the clinical characteristics of comorbid retinal dystrophies and primary angle closure disease. DESIGN: Retrospective study from January 1992 to June 2020. METHODS: This descriptive study included 92 eyes of 46 patients with comorbid retinal dystrophies and primary angle closure disease (PACD) that included eyes with primary angle closure suspect, primary angle closure and primary angle closure glaucoma. Demographic profile, clinical characteristics of PACD and its association with retinal dystrophies are described. RESULTS: The study included 46 patients (92 eyes). Males were majority, 63%. Mean (± standard deviation) age when retinal dystrophy was diagnosed was 29.6 ± 9.4 years and PACD was diagnosed at 32.23 ± 7.92 years. Mean BCVA at presentation was 1.07 ± 0.87 log MAR [95% confidence interval (CI) 0.87, 1.26]. Mean Intraocular pressure at diagnosis of glaucoma was 27 ± 16 mmHg (95% CI 23.5, 31.5 mmHg). The most common retinal dystrophy associated with PACD was retinitis pigmentosa (RP) followed by RP with retinoschisis. The hospital-based prevalence of PACD among all patients with RP and retinoschisis was 0.19% and 0.15% respectively. Laser peripheral iridotomy was performed in 74 eyes (80.5%). Glaucoma was managed medically in majority of the eyes (58 eyes, 63.04%) and minority required surgical management with trabeculectomy (11, 11.9%). CONCLUSION: Retinitis pigmentosa is the most common retinal dystrophy associated with PACD. Comorbid PACD in eyes with retinal dystrophies was observed in second to third decade of life. This calls for screening for angle closure in eyes with retinal dystrophies from second decade onwards to identify the comorbid PACD and treat or refer them appropriately.

Need for Vitreous Surgeries in Proliferative Diabetic Retinopathy in 10-Year Follow-Up: India Retinal Disease Study Group Report No. 2.

INTRODUCTION: To report the 10-year rate of vitrectomies and the associated factors in people with proliferative diabetic retinopathy (PDR) from a multicentric cohort of people with diabetes mellitus. METHODS: Ten centres in India with established vitreoretinal (VR) services for over 10 years were invited to provide long-term data on PDR. People with Type 1 or 2 diabetes with a clinical diagnosis of active PDR in 1 or both eyes were included. Baseline data collected included age, sex, duration of diabetes, source of referral and best-corrected visual acuity, and diabetic retinopathy status in both eyes. Available follow-up data included the numbers of panretinal photocoagulation (PRP) sessions, cataract surgery, treatment of diabetic macular oedema, use of anti-vascular endothelial growth factor (VEGF) therapy, vitrectomy with or without retinal surgeries over 10 years. RESULTS: Over 10 years, 89% needed supplemental PRP after initial complete PRP. One-third required retinal surgery, 16% needed intravitreal injection. Men (74.5%) had significant higher risk for vitreous (VR) surgery. Of the group with low-risk PDR, 56.8% did not require VR surgery, p < 0.001. Of the patients who underwent cataract surgery and had intravitreal anti-VEGF injections, 78.5 and 28.2% needed subsequent vitreous (VR) surgery, p = 0.006 and <0.0001, respectively. Independent predictors of need for vitreoretinal surgery included those who underwent cataract surgery and those with poor baseline visual acuity (logMAR). Eyes at lower risk for VR surgery included the eyes previously treated with PRP and low-risk PDR at baseline. CONCLUSION: Despite initial "complete" PRP, one-third of our study cohort needed vitrectomies over 10 years, highlighting that these patients require regular follow-up for a long period of time.

Is immediate treatment necessary for diabetic macular edema after pars plana vitrectomy for tractional complications of proliferative diabetic retinopathy?

PURPOSE: To assess the treatment benefit of eyes with diabetic macular edema (DME) in vitrectomized eyes for tractional complications of proliferative diabetic retinopathy (PDR). METHODS: In a retrospective multicentre observational study in India, the clinical outcomes of eyes with center-involving DME in vitrectomized eyes for tractional complications of PDR in people with type 2 diabetes with at least 12 months follow-up data were assessed. The DME status and visual acuity outcomes were compared between those who received treatment versus those observed. RESULTS: In the 10-year study period, 45 eyes of 44 patients from 5 tertiary centers in India met the inclusion criteria. Center-involving DME was documented after a mean of 7 ± 7 months following pars plan vitrectomy (PPV) for tractional complications of PDR. More than half of the (n = 25) eyes were immediately treated for DME, and treatment was deferred for the rest. At one year, there was a statistically significant reduction in mean central subfield thickness in treated (467.9 ± 124.8 µm to 367.8 ± 143.7 µm; p < 0.001) as well as observed (405.2 ± 132.6 µm to 325.6 ± 149 µm; p < 0.001) eyes, and the change was comparable (p = 0.574). The change in vision was also comparable (0.12 ± 0.31 and 0.22 ± 0.54 Log MAR in the treated and observed group, respectively; p = 0.443). CONCLUSION: Treatment for pre-existing or new-onset DME after PPV for tractional complications of PDR may be deferred for up to one year because the DME may resolve spontaneously with time.

Outcomes of neovascular glaucoma in eyes presenting with moderate to good visual potential.

PURPOSE: To compare the disease characteristics and treatment outcomes of patients with neovascular glaucoma (NVG) presenting with visual acuity (VA) 6/60 or better in two different health systems. METHODS: Retrospective chart review of consecutive patients with NVG who presented between January 2016 to January 2018 in 5 tertiary-centres in India and one eye-specialist centre in London (UK) was performed. The baseline characteristics, treatment provisions, and visual outcomes in the India and UK cohorts were compared. RESULTS: At presentation, 18% (83 of 451) and 22% (59 of 270) of patients with NVG had VA 6/60 or better in India and the UK cohorts, respectively. The aetiologies of NVG were similar with proliferative diabetic retinopathy being the most common cause (60.9%, India; 64.4%, UK; p = 0.38). Previous panretinal photocoagulation was more prevalent in the UK cohort compared to the India cohort (94.9% versus 66.3%, respectively; p < 0.001). The mean number of intravitreal anti-VEGF injections per eye was higher in the Indian cohort (1.65 ± 0.97 versus 1.14 ± 1.02 injections; p < 0.001). The number of eyes with closed angles (36.9% India versus 30.5% UK; p = 0.45) and the number of eyes needing glaucoma interventions (52.1% India; 62.7% UK; p = 0.82) were similar in two cohorts. Among glaucoma surgeries, trabeculectomies were more commonly performed in the Indian cohort (23 vs 4; p < 0.001),while glaucoma drainage device surgeries were more prevalent in the UK cohort (18 vs 4 p < 0.001). After a median follow-up of 21 months (IQR 8.4-34.8 India; 24-36 months UK), favourable visual outcomes (vision stable or improved) were similar in both health systems (52.5% in the Indian cohort vs 43.4% in the UK cohort; p = 0.28). On multivariate regression analysis, the need for trans-scleral cyclophotocoagulation was associated with worse visual outcomes in both cohorts. CONCLUSIONS: The causes and clinical profile of neovascular glaucoma with presenting visual acuity 6/60 or better in India and the UK were similar. Only up to 50% of eyes achieved favourable visual outcomes with current management protocols in both health systems.

Prospective clinical study of two different treatment regimens of combined laser photocoagulation and intravitreal bevacizumab for retinopathy of prematurity: the Indian Twin Cities ROP Study (ITCROPS) database report number 9.

PURPOSE: To evaluate, in a combined treatment strategy for treatment-warranted retinopathy of prematurity (ROP), which of the two is a better treatment sequence, peripheral laser photocoagulation (LPC-IVB) first or intravitreal bevacizumab (IVB-LPC) first. METHODS: Twenty-two babies (44 eyes) with ROP were recruited from 1 July 2014 to 30 March 2016. All the right eyes received LPC on day one followed by IVB on day four (LPC-IVB group). In all left eyes, IVB was injected on day one followed by LPC on day four (IVB-LPC group). The primary outcome measure was the proportion of eyes that had complete ROP regression with no additional treatment within 2 weeks of the onset of therapy. Retinal photography and drawings were used at each visit to document disease course. RESULTS: In LPC-IVB group, 72.7% (16/22) eyes had complete ROP regression with no additional treatment within 2 weeks of the onset of therapy. In the IVB-LPC group, 95.5% (21/22 eyes) had complete regression within 2 weeks. Additional laser had complete regression in all eyes in each group. One baby (two eyes, one from each group) had late recurrence at 5 months. CONCLUSION: The combined therapy strategy was successful for ROP management. Administration of anti-vascular endothelial growth factor injection before the peripheral laser was better than the reverse strategy of laser first. Late recurrences and adverse events were low.

Envisioning Eye Care From a Rural Perspective: A Photovoice Project From India.

Background To understand barriers and promoters for accessing eye care by rural communities, we used a modified approach to Photovoice, a community-based participatory action research approach Methods Community members took photographs and wrote or spoke stories based upon a series of questions intended to facilitate deeper thinking. Fifteen rural paramedical team members who were affiliated with the rural network of L V Prasad Eye Institute, and 60 people from four villages reported barriers and promoters for eye care access for 20 villages Results Important barriers for accessing eye care included the following: no caretaker at home for grandchildren except for the grandparent(s), alcoholism, uncontrolled blood pressure, inadequate diabetes management, lack of escort for blind people and elders, affordability, and inadequate clinic staffing during summer season when farming villagers were available. Important promoters for seeking eye care included having a neighbor who had a good surgical outcome in one eye which resulted in the ability to resume work. The Photovoice project offered specific suggestions to hospital management for improving eye care access, including providing evening transportation, providing additional surgical staffing during busy summer season, and the creation of tool spectacle repair kits to be kept at the primary vision centers Conclusions This Photovoice project facilitated a deeper understanding of the important barriers and promoters for accessing eye care by villagers, and by the rural eye care team, offering specific suggestions to hospital management for improving eye care access and to communicate without any inhibiting factors like fear of hierarchy within the hospital administration.

Evaluating the effectiveness of opportunistic eye screening model for people with diabetes attending diabetes clinic at Mnazi Mmoja Hospital, Zanzibar.

BACKGROUND: Diabetes and its related microvascular complications like Diabetic retinopathy are showing an alarming rise in developing countries like Zanzibar. Objective of the present study is to evaluate the impact of integrating eye screening for all subjects attending the diabetes clinic at Mnazi Mmoja Hospital in Zanzibar and to estimate the prevalence of visual impairment and diabetic retinopathy among the subjects. METHODS: This is a cross sectional study involving 356 randomly selected patients who had attended the diabetes clinic between July and August 2012. All subjects underwent comprehensive eye examination including fundus evaluation after dilatation by a cataract surgeon and an ophthalmologist, independently. Data was collected using the designated questionnaire and analysed using the SPSS software. Blindness and visual impairment was defined as presenting VA <3/60 and <6/18 to 6/60 in the better eye respectively and DR was graded using the International classification of Diabetic Retinopathy severity grading scale. RESULTS: A total of 356/967 subjects were recruited in a duration of 2 months; 176 (49.4%) were male and the mean age was 52.21 (SD 15.3). Targeted eye screening of diabetics showed that 231/356 (65%) of the subjects had eye problems, including potentially blinding conditions that required immediate intervention in contrast to the existing self reported referral where only 10% of an average of 200 diabetics underwent eye checkup in a year. The prevalence of visual impairment was 20.2%; 95% CI: 16.4-24.7 and blindness in 9.3%; 95% CI: 6.7 -12.7. The prevalence of DR was 28.3% and sight-threatening DR was reported in 9%. Among the DR cases, 30% had sight threatening DR including 28% macular edema, 2% severe NPDR and PDR. Multivariate analysis showed a higher risk for any DR in older subjects >50 years (OR: 2.19; 95% CI: 1.14 - 4.25) and in females (OR: 1.92; 95% CI: 1.07 - 3.44). CONCLUSION: Opportunistic DR screening model achieved higher yield of identification of visual impairment and DR compared to the yield of 10% of existing self reported Diabetic eye screening model at Zanzibar. Integration of eye screening at diabetes clinics helps in early identification and provision of appropriate treatment for reducing blindness due to diabetes.

Characteristics and outcomes of anterior hyaloidal fibrovascular proliferation in lasered retinopathy of prematurity. The Indian Twin Cities Retinopathy of Prematurity Study (ITCROPS) report number 4.

To describe the characteristics and treatment outcomes of an unreported, late vitreous hemorrhage due to anterior hyaloidal fibrovascular proliferation in laser-regressed retinopathy of prematurity (ROP). Interventional case series. In the ongoing Indian Twin Cities ROP study database, consecutive cases with isolated late vitreous hemorrhage at least one year after laser-regressed disease were analyzed retrospectively. Anterior hyaloidal fibrovascular proliferation was diagnosed primarily using scleral depression. Anterior retinal cryopexy with adjunctive treatments was performed. The main outcome measure was clinical resolution of new vessels with no recurrent hemorrhage over a 1-year period. Vitreous hemorrhage, at two to eight years of age, developed in three eyes of three children out of 1,168 ROP lasered eyes. All had received laser for zone I disease as neonates, with no subsequent sequelae. Evaluation revealed filiform new vessels at the posterior vitreous base involving inferior 180° with absence of any other source of hemorrhage. All underwent anterior retinal cryopexy to the affected area. Simultaneous additional treatment, based on intraoperative findings, included one case each of peripheral laser photocoagulation, lens-sparing vitrectomy and intravitreal bevacizumab. All three showed successful regression and non-recurrence of vitreous hemorrhage with improvement of vision >20/40 at an intermediate follow-up of two years. Anterior hyaloidal fibrovascular proliferation is an unreported and rare cause of vitreous hemorrhage, appearing years after laser-regressed ROP. It has a good response to interventional treatment. Meticulous scleral depression of the vitreous base under anesthesia is useful to detect this rare source of vitreous hemorrhage.

Optical coherence tomography characteristics and factors affecting visual acuity in diabetic papillopathy.

PURPOSE: To analyse baseline imaging characteristics and factors affecting poor visual acuity in diabetic papillopathy. METHODS: This was a retrospective, observational study conducted at a tertiary eye care centre in eyes with a diagnosis of diabetic papillopathy. Demographic data including age, gender, duration of diabetes, type of diabetes, HbA1c values and other systemic co-morbidities were recorded. Baseline best corrected visual acuity (BCVA), and various imaging characteristics were noted. RESULTS: 37 eyes of 22 patients with diagnosis of diabetic papillopathy were included [mean age of 46.6 ± 13.5 years, five (22.7%) females and 17 (77.3%) males]. Bilateral involvement was seen in 15 (68.2%) patients. The mean baseline BCVA was 0.51 ± 0.49 logMAR (Snellen equivalent 20/60). Two eyes (5.4%) had features of concurrent mild NPDR, 9 eyes (24.3%) had moderate NPDR, 10 eyes (27.03%) had severe NPDR while 16 (43.2%) other had PDR. All eyes had optic disc edema while 4 had disc pallor at presentation. Telangiectatic vessels/ neovascularisation of disc was present in 17 eyes (45.9%) detected either clinically or on optical coherence tomography (OCT) angiography. 11 (29.7%) eyes had a peripapillary cuff of subretinal fluid accompanying the disc edema. Sixteen eyes (43.2%) had centre involving macular edema seen on OCT. In eyes with a macular edema, the mean central macular thickness was 407.4 ± 71.42 microns at baseline. On assessing the baseline factors that contribute to the final visual acuity, presenting visual acuity was the only variable found to be statistically significant. CONCLUSION: Although described to have good visual outcome, eyes presenting with poor visual acuity tend to have worse vision on follow up. This may aid in prognosticating and guiding management plan.

Population-based assessment of awareness of diabetes and diabetes related eye diseases in rural areas in Telangana, India - implications for eye health promotion.

CLINICAL RELEVANCE: Understanding the awareness level of diabetes and diabetes-related eye diseases will help in developing better eye health education programmes and improve health-seeking behaviour in the community. BACKGROUND: Diabetes and diabetes related eye diseases are increasing in numbers both in urban and rural areas in India. There are limited data on awareness of diabetes and diabetes-related eye disease in rural communities of India. This study reports on awareness of diabetes and diabetes-related eye diseases in people aged ≥40 years from two rural districts of Telangana, India. METHODS: A structured questionnaire was used to determine the awareness of diabetes and diabetes-related eye diseases among participants aged ≥40 years in the Khammam and Warangal districts of Telangana, India. Social investigators visited the participant's households and conducted the interviews. A positive response to a question on having heard about diabetes was considered as 'awareness'. For those aware, follow-up questions were asked about the effect of diabetes on vision, frequency of eye examination and source of information. A positive response on a question that diabetes could cause loss of vision was considered as awareness of diabetic eye disease. RESULTS: A total of 3273 participants were interviewed. Among them, 56.2% (n = 1840) were women, 60.6% (n = 1985) had no formal education, and 50.2% (n = 1645) were from the Khammam district. The mean age of the participants was 55.3 years (standard deviation: 11.7 years). Awareness of diabetes was 52.5% (n = 1719). Among them, 1056 participants (61.4%) were aware that diabetes could affect vision. CONCLUSION: Only half of the participants were aware of diabetes and of this substantial proportion of individuals was unaware of potential vision loss due to diabetes. Improving awareness about diabetes and its impact on vision is recommended to prevent potential vision loss in this population.

The Role of Widefield Optical Coherence Tomography Angiography in Assessing the Severity of Diabetic Retinopathy.

INTRODUCTION: Physicians need an accurate understanding of diabetic retinopathy (DR) severity to optimally manage patients. The aim of this prospective study is to correlate the severity of macular and peripheral retinal vascular abnormalities seen on widefield (WF) optical coherence tomography angiography (OCTA) with DR grading based on WF fundus photography. METHODS: The study included 150 eyes from 82 patients with treatment-naïve DR. All patients were imaged with WF fundus photography and swept-source WF OCTA. Quantitative and qualitative analyses of the foveal avascular zone (FAZ) size and shape, and measurement of capillary nonperfusion (CNP) areas, were performed from the OCTA images. The mixed-effects model was used to compare the DR grading from WF photography with the vascular changes seen on WF-OCTA, and Bonferroni correction was applied to the gradings. RESULTS: The mean [± standard deviation (SD)] age of patients was 55.5 (± 9.4) years. The WF-OCTA showed that an increasing size of the FAZ (from 0.442 (± 0.059) µm to 0.933 (± 0.086) µm) correlated with increasing severity of the DR (as determined with WF photography). The deep capillary plexus, FAZ size, and CNP areas in eyes with proliferative diabetic retinopathy (PDR) differed from those with mild nonproliferative diabetic retinopathy (NPDR) (p < 0.001). Most eyes with severe nonproliferative DR were found to have CNP in four quadrants [superficial capillary plexus (SCP) 60%, deep capillary plexus (DCP) 50%]. The WF-OCTA detected subtle neovascularization of the disc (NVD) in 7 eyes (10%) and neovascularization elsewhere (NVE) in 13 eyes (18%) that had been diagnosed with only moderate NPDR on WF photography. CONCLUSIONS: FAZ and CNP areas as measured by WF-OCTA correlate with DR severity. WF-OCTA can also detect subtle NVE and NVD that cannot be seen with fundus photography.

Retinopathy of prematurity in triplets - Indian twin city ROP study report number 12.

PURPOSE: To evaluate the incidence and severity of retinopathy of prematurity (ROP) amongst surviving triplets. METHODS: Records of preterm babies born to mothers with triplet pregnancies were retrieved from our Indian twin city ROP study database between 1 Jan 2000 and 31 Dec 2020 and analyzed. RESULTS: 253 surviving triplet babies born to 108 mothers were evaluated. 48 out of 108 (44%) mothers received treatment for infertility. Data was available and analyzed for 242 babies (484 eyes). Mean gestational age was 31.76 ± 3.74 weeks (26- 38 weeks). The mean birth weight was 1.44 ± 0.37 kg (0.57-2.76 kg). At the first screening, incomplete vascularization was noted in 67% (131 babies;322 eyes) of which ROP was diagnosed in 14% (28 babies; 56 eyes). Among them, only 18 babies (53%) were the smallest birth weight babies in each of the triplet sets. Treatment with laser or bevacizumab was performed in 14 babies (5.8%), one eye of one baby additionally needed vitreoretinal surgical intervention. Good anatomical outcomes in terms of regression of ROP without sequelae were achieved in all babies. CONCLUSION: The present study reveals low incidence and favorable outcomes of ROP in triplet pregnancies in a large cohort of babies from a middle-income country. Our cohort did not show any difference in the treatment-requiring ROP among the larger or smaller birth weight babies of the same gestational age. In multiple pregnancies, gestational age remains a critical factor for ROP development; however, this does not necessitate modifying screening or treatment criteria in such triplet pregnancies.

Refractive outcomes following silicone oil tamponade in vitreoretinal surgery.

PURPOSE: To evaluate the factors influencing the refractive outcomes following silicone oil tamponade (SOT) and silicone oil removal (SOR) in different lens statuses post-vitreoretinal surgery. DESIGN: Retrospective analysis of three different lens statuses. MATERIALS AND METHODS: This was a descriptive study that included 150 eyes of 147 patients who had undergone pars plana vitrectomy with SOT and SOR between January 2017 and June 2021. Demographic profile, spherical equivalent refraction (SER), and its association with clinical features were evaluated with SOT and post-SOR. RESULTS: The mean (±standard deviation [SD]) age was 47 ± 17.8 years, including all three groups. SER was represented in diopters (D). The mean ± SD refraction with SOT in phakic, pseudophakic, and aphakic was 4.28 ± 2.59 D, 2.94 ± 2.58 D, and 3.98 ± 4.82 D. The mean SER post-SOR in phakic, pseudophakic, and aphakic was -2.72 ± 2.03 D, -1.12 ± 1.41 D, and 8.22 ± 3.70 D. The diagnosis of rhegmatogenous retinal detachment (RRD) among 96 eyes (64%) is the common indicator to perform vitreoretinal (VR) surgery. A minority of subjects were managed with retinal lasers before VR surgery (14%). The macula was attached in 100 eyes (67.6%), the belt buckle was done in 37 eyes (24.7%), and the silicone oil viscosity with 1000 centistoke was chosen in 129 eyes (86%). CONCLUSION: SOT was used as a tamponade in VR surgeries irrespective of lens status. The significant predictor for post-SOR refraction in phakic and aphakic is post-SOT refraction. In pseudophakic, gender and diagnosis of RRD are the predictors of SOR refraction.

Tear Protein Markers for Diabetic Retinopathy and Diabetic Macular Edema - Towards an Early Diagnosis and Better Prognosis.

BACKGROUND: Diabetic eye disease is a highly prevalent and sight-threatening disorder. It is a disease of neuro-vascular unit of the retina, if left untreated can cause blindness. Therapeutic approaches followed for its treatment can only restrict the progression of the disease with highly variable results. There is no known biomarker for an early diagonsis of this disease, therefore by the time it is detected it goes beyond repair. This creates a massive demand for development of such biomarkers that help detect disease in its earlier stages. METHODS: PUBMED (https://pubmed.ncbi.nlm.nih.gov/) was searched for articles relevant to the topic published till November 2023. The search was made using keywords such as Diabetic Retinopathy, inflammation, tear, biomarker, proteomics etc. The studies providing relevant information to prove the importance of biomarker discovery were chosen. After compiling the data, the manuscript writing was planned under relevant headings and sub-headings. RESULTS: The review provides a comprehensive overview of all the tear protein biomarker studies in the field of DR and DME. Briefly, their potential in other diseases is also elucidated. While there are many studies pertaining to DR biomarkers, the identified markers lack validations which has restricted their usage in clinics. In case of DME, there was no such study towards biomarker discovery for its diagnosis and prognosis. CONCLUSIONS: The review highlights major studies and their lacunae in the field of biomarkers discovery for DR and DME.

Outcome of real-time telescreening for retinopathy of prematurity using videoconferencing in a community setting in Eastern India.

PURPOSE: To evaluate the feasibility and outcome of a real-time retinopathy of prematurity (ROP) telescreening strategy using videoconferencing in a community setting in India. METHOD: In a prospective study, trained allied ophthalmic personnel obtained the fundus images in the presence of the parents and local childcare providers. Analysis of images and parental counseling were done in real time by an ROP specialist located at a tertiary center using videoconferencing software. A subset of babies was also examined using bedside indirect ophthalmoscopy by an ROP care-trained ophthalmologist. The data were analyzed using descriptive statistics, sensitivity, specificity, positive and negative predictive values, and correlation coefficient. RESULTS: Over 9 months, we examined 576 babies (1152 eyes) in six rural districts of India. The parents accepted the model as they recognized that a remotely located specialist was evaluating all images in real time. The strategy saved the travel time for ROP specialists by 477 h (47.7 working days) and for parents (47,406 h or 1975.25 days), along with the associated travel cost. In a subgroup analysis (100 babies, 200 eyes), the technology had a high sensitivity (97.2%) and negative predictivity value (92.7%). It showed substantial agreement (k = 0.708) with the bedside indirect ophthalmoscopy by ROP specialists with respect to the detection of treatment warranting ROP. Also, the strategy helped train the participants. CONCLUSION: Real-time ROP telescreening using videoconferencing is sensitive enough to detect treatment warranting ROPs and saves skilled workforce and time. The real-time audiovisual connection allows optimal supervision of imaging, provides excellent training opportunities, and connects ophthalmologists directly with the parents.

Teleophthalmology at a primary and tertiary eye care network from India: environmental and economic impact.

OBJECTIVE: To evaluate the environmental and economic impact of teleophthalmological services provided by a primary (rural) and tertiary (urban) eyecare network in India. METHODS: This prospective study utilised a random sampling method, and administered an environmental and economic impact assessment questionnaire. The study included 324 (primary: 173; tertiary: 151) patients who received teleconsultations from July to September 2022. The primary network (rural) used a colour-coded triage system (Green: eye conditions managed by teleconsult alone; yellow: semi-urgent referral within 1 week to a month, red: urgent referral within a day to a week). The tertiary network (urban) included new and follow-up patients. The environmental impact was assessed by estimating the potential CO2 emissions saved by avoiding travel for various transport modes. Economic impact measured by the potential cost savings from direct (travel) and indirect (food and wages lost) expenses spent by yellow and red referrals (primary) and the first-visit expenses of follow-up (tertiary) patients. RESULTS: The primary rural network saved 2.89 kg CO2/person and 80 km/person. The tertiary urban network saved 176.6 kg CO2/person and 1666 km/person. The potential cost savings on travel expenses were INR 19,970 (USD 250) for the primary (average: INR 370 (USD 4.6) per patient) and INR 758,870 (USD 9486) for the tertiary network (average: INR 8339 (USD 104) per patient). Indirect cost savings (food and wages) were of INR 29,100 (USD 364) for the primary and INR 347,800 (USD 4347) for the tertiary network. CONCLUSION: Teleophthalmology offers substantial environmental and economic benefits in rural and urban eyecare systems.

Evaluation of Systemic Risk Factors in Patients with Diabetes Mellitus for Detecting Diabetic Retinopathy with Random Forest Classification Model.

BACKGROUND: This study aims to assess systemic risk factors in diabetes mellitus (DM) patients and predict diabetic retinopathy (DR) using a Random Forest (RF) classification model. METHODS: We included DM patients presenting to the retina clinic for first-time DR screening. Data on age, gender, diabetes type, treatment history, DM control status, family history, pregnancy history, and systemic comorbidities were collected. DR and sight-threatening DR (STDR) were diagnosed via a dilated fundus examination. The dataset was split 80:20 into training and testing sets. The RF model was trained to detect DR and STDR separately, and its performance was evaluated using misclassification rates, sensitivity, and specificity. RESULTS: Data from 1416 DM patients were analyzed. The RF model was trained on 1132 (80%) patients. The misclassification rates were 0% for DR and ~20% for STDR in the training set. External testing on 284 (20%) patients showed 100% accuracy, sensitivity, and specificity for DR detection. For STDR, the model achieved 76% (95% CI-70.7%-80.7%) accuracy, 53% (95% CI-39.2%-66.6%) sensitivity, and 80% (95% CI-74.6%-84.7%) specificity. CONCLUSIONS: The RF model effectively predicts DR in DM patients using systemic risk factors, potentially reducing unnecessary referrals for DR screening. However, further validation with diverse datasets is necessary to establish its reliability for clinical use.