Antivascular endothelial growth factor agents for wet age-related macular degeneration: an IRIS registry analysis

High-Dose Brolucizumab for Refractory Neovascular Age-Related Macular Degeneration Resistant to Standard-Dose Brolucizumab

INTRODUCTION

The aim of this study was to evaluate the efficacy and safety of escalating the dosage of intravitreal brolucizumab in patients with refractory neovascular age-related macular degeneration (AMD).

METHODS

This retrospective study included 17 eyes of 17 patients with refractory AMD treated with high-dose brolucizumab (12 mg/0.1 ml) for over 12 months. Patients initially received at least one anti-vascular endothelial growth factor (anti-VEGF) agent and were switched to standard-dose brolucizumab (6 mg/0.05 ml). Those who showed a suboptimal response to standard-dose treatment had their dosage of brolucizumab escalated.

RESULTS

Visual acuity was maintained from 68.3 ± 3.4 letters to 70.7 ± 3.2 letters after 12 months of high-dose treatment (P = 0.128). Central subfield thickness was 343.7 ± 17.0 μm before high-dose treatment and 316.7 ± 18.5 μm at 12 months (P = 0.083). The proportions of patients with subretinal fluid and serous pigment epithelial detachment significantly decreased from 82.4% to 41.2% and from 52.9% to 17.6%, respectively, after high-dose treatment (P = 0.039 and P = 0.031, respectively). The treatment interval extended from 7.2 ± 2.4 weeks to 10.2 ± 2.2 weeks after switching to standard-dose brolucizumab (P < 0.001) and was maintained at 13.5 ± 2.8 weeks after increasing the dose (P = 0.154). No severe ocular adverse events were observed.

CONCLUSIONS

High-dose brolucizumab was effective in patients who did not respond to standard-dose brolucizumab after switching from previous anti-VEGF agents. Increasing the dosage could offer sustained disease control and reduce the treatment burden for patients with refractory AMD.

AMD-SD: An Optical Coherence Tomography Image Dataset for wet AMD Lesions Segmentation

Wet Age-related Macular Degeneration (wet AMD) is a common ophthalmic disease that significantly impacts patients' vision. Optical coherence tomography (OCT) examination has been widely utilized for diagnosing, treating, and monitoring wet AMD due to its cost-effectiveness, non-invasiveness, and repeatability, positioning it as the most valuable tool for diagnosis and tracking. OCT can provide clear visualization of retinal layers and precise segmentation of lesion areas, facilitating the identification and quantitative analysis of abnormalities. However, the lack of high-quality datasets for assessing wet AMD has impeded the advancement of related algorithms. To address this issue, we have curated a comprehensive wet AMD OCT Segmentation Dataset (AMD-SD), comprising 3049 B-scan images from 138 patients, each annotated with five segmentation labels: subretinal fluid, intraretinal fluid, ellipsoid zone continuity, subretinal hyperreflective material, and pigment epithelial detachment. This dataset presents a valuable opportunity to investigate the accuracy and reliability of various segmentation algorithms for wet AMD, offering essential data support for developing AI-assisted clinical applications targeting wet AMD.

Clinical Characteristics of Unilateral Macular Neovascularization Patients with Pachydrusen in the Fellow Eye

Background/Objectives: To approach the clinical properties of pachydrusen that differ from conventional drusen, we investigated the incidence of macular neovascularization (MNV) in fellow eyes and the treatment outcomes of intravitreal aflibercept (IVA) in MNV eyes of unilateral MNV patients with pachydrusen in the fellow eye. Methods: We retrospectively studied 261 consecutive patients with treatment-naïve unilateral MNV. Patients were classified into four groups according to the type of drusen in the fellow eye: the pachydrusen group (n = 49), the soft drusen group (n = 63), the subretinal drusenoid deposit (SDD) group (n = 24), and the no drusen group (n = 125). The development of the MNV in the fellow eye was evaluated for five years, and the retreatment proportion after three monthly aflibercept injections was evaluated for one year. Results: The choroidal thickness in the fellow eyes and MNV eyes was the greatest in the pachydrusen group (all p < 0.001). The 5-year incidence of MNV in the pachydrusen group was similar to that in the soft drusen group and no drusen group. The pachydrusen group had a lower retreatment rate than the other groups did (pachydrusen group: 46.4%; soft drusen group: 78.1%; SDDs: 87.5%; no drusen group: 83.3%). Conclusions: Unilateral MNV patients with pachydrusen in the fellow eye had a lower retreatment rate (46.4%/1 year); therefore, aflibercept monotherapy using the PRN regimen is one of the preferred treatment methods for MNV patients with pachydrusen in the fellow eye.

Rationale and Design of VOYAGER: Long-term Outcomes of Faricimab and Port Delivery System with Ranibizumab for Neovascular Age-Related Macular Degeneration and Diabetic Macular Edema in Clinical Practice

Purpose

To describe the rationale and design of the VOYAGER (NCT05476926) study, which aims to investigate the safety and effectiveness of faricimab and the Port Delivery System with ranibizumab (PDS) for neovascular age-related macular degeneration (nAMD) or diabetic macular edema (DME) in clinical practice. VOYAGER also aims to understand drivers of clinical practice treatment outcomes by gaining novel insight into the intersection of treatment regimens, decisions, anatomic outcomes, and vision.

Design

Primary data collection, noninterventional, prospective, multinational, multicenter clinical practice study.

Participants

At least 5000 patients initiating/continuing faricimab or PDS for nAMD/DME (500 sites, 31 countries).

Methods

Management will be per usual care, with no mandated scheduled visits/imaging protocol requirements. Using robust methodologies, relevant clinical and ophthalmic data, including visual acuity (VA), and data on treatment clinical setting/regimens/philosophies, presence of anatomic features, and safety events will be collected. Routinely collected fundus images will be uploaded to the proprietary Imaging Platform for analysis. An innovative investigator interface will graphically display the patient treatment journey with the aim of optimizing treatment decisions.

Main Outcome Measures

Primary end point: VA change from baseline at 12 months per study cohort (faricimab in nAMD and in DME, PDS in nAMD). Secondary end points: VA change over time and per treatment regimens (fixed, treat-and-extend, pro re nata, and other) and number. Exploratory end points: VA change in relation to presence/location of anatomic features that impact vision (fluid, central subfield thickness, fibrosis, atrophy, subretinal hyperreflective material, diabetic retinopathy severity, and disorganization of retinal inner layers) and per treatment regimen/philosophies. The impact of regional and practice differences on outcomes will be assessed as will safety.

Results

Recruitment commenced in November 2022 and will continue until late 2027, allowing for up to 5 years follow-up. Exploratory interim analyses are planned annually.

Conclusions

VOYAGER is an innovative study of retinal diseases that will assess the effectiveness and safety of faricimab and PDS in nAMD and DME and identify clinician- and disease-related factors driving treatment outcomes in clinical practices globally to help optimize vision outcomes.

Financial Disclosures

Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.

Impact of Anti-VEGF Treatment and Patient Characteristics on Vision Outcomes in Neovascular Age-related Macular Degeneration: Up to 6-Year Analysis of the AAO IRIS® Registry

Purpose

To evaluate anti-VEGF treatment patterns and the influence of patient demographic and clinical characteristics on up to 6-year vision outcomes in neovascular age-related macular degeneration.

Design

Retrospective, multicenter, noninterventional registry study with up to 6 years of follow-up.

Participants

A cohort of 254 655 eyes (226 767 patients) with first anti-VEGF injection and at least 2 years of follow-up; 160 423 eyes had visual acuity (VA) data.

Methods

Anonymized patient data were collected in the United States through the IRIS® Registry (Intelligent Research in Sight).

Main Outcome Measures

Changes in VA from baseline; frequency of and gaps between intravitreal anti-VEGF injections; treatment discontinuations; switching anti-VEGF agents; and influence of baseline clinical and demographic characteristics on VA.

Results

After a mean VA increase of 3.0 ETDRS letters at year 1, annual decreases led to a net loss from baseline of 4.6 letters after 6 years. Patients with longer follow-ups had better baseline and follow-up VA. From a mean of 7.2 in year 1 and 5.6 in year 2, mean injections plateaued between 4.2 to 4.6 in years 3 through 6. Treatment was discontinued in 38.8% of eyes and switched in 32.3%. When adjusting for differences at baseline, every additional injection resulted in a 0.68 letter improvement from baseline to year 1; thus, multiple injections in a year have the potential to be clinically meaningful. Older age, male gender, Medicaid insurance, and not being treated by a retina specialist were associated with a higher likelihood of vision loss at year 1. Of the patients, 58.5% lost ≥ 10 letters VA at least once during follow-up, with 14.5% of patients experiencing sustained poor vision after a median of 3.4 years.

Conclusions

After modest mean VA improvement with intravitreal anti-VEGF injections at year 1, patients netted a loss of VA by year 6. Injection frequency decreased over time, and this was paired with a relatively high rate of discontinuation. Modeling suggested that more frequent injections were associated with better VA. Difficulty with continuous adherence to frequent intravitreal injections may have contributed to undertreatment resulting in less-than-optimal vision outcomes.

Financial Disclosures

Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.

The Effect of a Loading Dose Regimen in the Switch to Brolucizumab for Patients with Aflibercept-Resistant nAMD

Purpose

To evaluate the one-year outcomes of switching to brolucizumab with and without a loading dose regimen (three monthly injections) in eyes with aflibercept-resistant neovascular age-related macular degeneration (nAMD).

Methods

We retrospectively studied nAMD patients who had retinal exudate under bimonthly injections of aflibercept and were switched to brolucizumab from aflibercept. Patients were grouped into intravitreal brolucizumab injection (IVBr) with a loading dose regimen (loading group) and without a loading dose regimen (nonloading group). We assessed the best-corrected visual acuity (BCVA), central retinal thickness (CRT) at the fovea, subfoveal choroidal thickness (SFCT), IVBr status (number of injections and last injection interval), and retinal exudate status on optical coherence tomography.

Results

Overall, 52 eyes received ≥1 IVBr; 26 eyes received ≥3 IVBr with 12-month follow-up. A total of 13 eyes in the loading group and 13 eyes in the nonloading group were reviewed. One year after switching, BCVA changed from 0.28 ± 0.25 to 0.19 ± 0.28 in the loading group (P=0.28) and from 0.25 ± 0.20 to 0.23 ± 0.25 in the nonloading group (P=0.92). The mean CRT decreased from 263.6 ± 40.7 µm to 221.7 ± 54.6 µm in the loading group (P=0.03), while it only changed from 244.9 ± 77.2 µm to 221.0 ± 78.7 µm in the nonloading group (P=0.26). Both the loading and nonloading groups achieved 69% dry macula. The number of injections received was significantly higher in the loading group (7.6 ± 0.6 vs. 6.8 ± 0.4, P  <  0.001). Two patients (4.2%) developed intraocular inflammation.

Conclusion

Switching to brolucizumab from aflibercept for eyes with nAMD with resistance to bimonthly injections of aflibercept is a valuable treatment option with and without the loading regimen. This trial is registered with UMIN000023676.

Gains in the current understanding of managing neovascular AMD with brolucizumab

BACKGROUND

Unresolved retinal fluid and high injection burden are major challenges for patients with neovascular age-related macular degeneration. Brolucizumab addresses these challenges by providing robust vision gains and superior fluid resolution, with the potential for longer treatment intervals. Brolucizumab has been associated with adverse events of retinal vasculitis and retinal vascular occlusion typically in the presence of intraocular inflammation (IOI). To define the incidence of the adverse events, Novartis convened an external safety review committee, which found a rate of 4.6% for definite or probable IOI, 3.3% for retinal vasculitis, and 2.1% for retinal vascular occlusion in the HAWK and HARRIER trials. Novartis also established a coalition to explore 4 areas regarding the adverse events: root cause, patient characterization, event mitigation and vigilance, and treatment protocols for the adverse events. Based on the coalition findings, a risk mitigation framework was developed. Prior to initiating treatment with brolucizumab, it is important to weigh the potential benefit against risk of adverse events and to consider patient risk factors such as prior history of IOI and/or retinal vascular occlusion. To mitigate the potential for IOI-related adverse events, it is important to conduct a thorough dilated eye examination before each injection and closely monitor patients throughout treatment. Patients should be educated on symptoms of IOI to monitor for. Brolucizumab should not be injected in the presence of active IOI. If an adverse event is identified, prompt and intensive treatment should be considered.

CONCLUSION

Progress has been made in understanding how to mitigate IOI-related adverse events following treatment with brolucizumab.

One-Year and 18-Month Outcomes in nAMD Patient Eyes Switched to Brolucizumab Alone versus to Brolucizumab Alternating with Other Anti-VEGF Agents

Objective

Retrospective, real-world study to evaluate visual acuity (VA), anti-vascular endothelial growth factor (anti-VEGF) injection intervals, and central macular thickness (CMT) in neovascular age-related macular degeneration (nAMD) eyes switched to brolucizumab only or to brolucizumab alternating with another anti-VEGF.

Methods

The overall study population comprised eyes that were given ≥1 brolucizumab injection between 1 October 2019 and 30 November 2021. The brolucizumab-only (BRO) cohort consisted of prior anti-VEGF-treated eyes treated exclusively with ≥3 brolucizumab injections over ≥12 or ≥18 months; the alternating brolucizumab (ALT) cohort comprised prior anti-VEGF-treated eyes treated with ≥2 brolucizumab injections and ≥1 other anti-VEGF over ≥12 or ≥18 months.

Results

A total of 482 eyes received ≥1 brolucizumab injection during the study period. Mean VA changes from baseline were -1.1±15.1 letters (BRO cohort; n = 174) and 1.3±13.0 letters (ALT cohort; n = 47) at Month 12, and 0.0±13.5 letters (BRO cohort; n = 95) and -7.3±17.2 letters (ALT cohort; n = 29) at Month 18. Mean changes in injection intervals were +26.9±48.1 days (BRO cohort) and +11.1±17.3 days (ALT cohort) at Month 12 and +36.3±52.3 days (BRO cohort) and +14.0±19.9 days (ALT cohort) at Month 18. Mean changes in CMT were -35.2±108.1 μm (BRO cohort) and -31.5±91.2 μm (ALT cohort) at Month 12 and -38.9±75.0 μm (BRO cohort) and -9.0±59.9 μm (ALT cohort) at Month 18. Intraocular inflammation-related adverse events were recorded in 22/482 (4.6%) eyes.

Conclusion

Treatment with either brolucizumab alone or brolucizumab alternating with another anti-VEGF can preserve vision, reduce CMT, and extend anti-VEGF injection intervals in patients with nAMD.

One-Year Brolucizumab Outcomes in Neovascular Age-Related Macular Degeneration from a Large United States Cohort in the IRIS® Registry

PURPOSE

To evaluate visual acuity (VA) and injection intervals in patients with neovascular age-related macular degeneration (nAMD) after 12 months of brolucizumab therapy in clinical practice.

DESIGN

Retrospective cohort study.

PARTICIPANTS

Adults in the United States-based IRIS® Registry (Intelligent Research in Sight) with nAMD who received brolucizumab exclusively for 12 months (2308 eyes of 2079 patients).

METHODS

Observational study of eyes with a first injection of brolucizumab (index), followed by 2 or more brolucizumab injections over the following 12 months without switching to another anti-vascular endothelial growth factor (VEGF) agent.

MAIN OUTCOME MEASURES

Primary outcomes were change in best recorded VA and, for eyes receiving prior anti-VEGF therapy (treatment-experienced eyes), the difference between the brolucizumab injection interval at 12 months and the anti-VEGF injection interval before switching. The interval before switching was defined as the time between the prior anti-VEGF and index brolucizumab injections; brolucizumab interval was the time between the closest injection to day 365 and the preceding injection. Secondary outcomes included incident adverse events.

RESULTS

Overall VA at index was 61.6 ± 18.4 Early Treatment Diabetic Retinopathy Study letters; 83.7% of treatment-naive eyes (184/220) and 86.1% of treatment-experienced eyes (1797/2088) showed stable (< 10 letters gained or lost) or improved (≥ 10 letters gained) VA at 12 months. Among treatment-experienced eyes receiving a prior anti-VEGF injection within 365 days before index, 29.5% (594/2015) showed an interval before switching of 8 weeks or more (mean, 7.6 ± 5.5 weeks), whereas 83.1% (1734/2015) showed a brolucizumab injection interval at 12 months of 8 weeks or more (mean, 10.3 ± 4.0 weeks). In all, 77.1% of treatment-experienced eyes (1554/2015) showed an interval extension of 1 week or more; of these, 55.4% (861/1554) showed an extension of 4 weeks or more.

CONCLUSIONS

In this community-based study, at 12 months, brolucizumab treatment prolonged the interval between anti-VEGF injections for most treatment-experienced eyes, particularly those with shorter intervals before switching, while maintaining or improving VA. With careful balancing of the benefits and risks, switching to brolucizumab treatment may offer the advantage of extending the treatment interval for patients with a high anti-VEGF therapy burden.

FINANCIAL DISCLOSURE(S)

Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.

Effect of High-Dose Intravitreal Aflibercept, 8 mg, in Patients With Neovascular Age-Related Macular Degeneration: The Phase 2 CANDELA Randomized Clinical Trial

Importance

Aflibercept, 8 mg, may have greater therapeutic benefits compared with aflibercept, 2 mg, in patients with neovascular age-related macular degeneration (nAMD), including potentially improved outcomes and decreased treatment burden.

Objective

To assess safety and efficacy of aflibercept, 8 mg, in patients with nAMD.

Design, Setting, and Participants

The CANDELA trial was a phase 2, randomized, single-masked, open-label, 44-week clinical trial conducted in the US. Treatment-naive patients with active subfoveal choroidal neovascularization secondary to nAMD and a best-corrected visual acuity score of 78 to 24 letters (approximately 20/32 to 20/320) in the study eye were enrolled between November 2019 and November 2021.

Interventions

Eligible participants were randomized 1:1 to receive 3 monthly doses of 8 mg (70 μL) or 2 mg (50 μL) of aflibercept followed by doses at weeks 20 and 32.

Main Outcomes and Measures

Coprimary end points were the proportion of eyes without fluid (absence of intraretinal and subretinal fluid) in the central subfield at week 16 and safety.

Results

All 106 eligible eyes were randomized to receive aflibercept, 8 mg (n = 53), or aflibercept, 2 mg (n = 53). Overall, 66 participants (62.3%) were female. The proportion of eyes without fluid in the central subfield with 8-mg vs 2-mg aflibercept was 50.9% (n = 27) vs 34.0% (n = 18) (difference, 17.0 [95% CI, -1.6 to 35.5] percentage points; P = .08) at week 16 and 39.6% (n = 21) vs 28.3% (n = 15) (difference, 11.3 [95% CI, -6.6 to 29.2] percentage points; nominal P = .22) at week 44. At week 44, mean (SE) change in central retinal thickness was -159.4 (16.4) vs -137.2 (22.8) μm with 8 mg vs 2 mg of aflibercept, respectively (least squares mean difference, -9.5 [95% CI, -51.4 to 32.4]; nominal P = .65) and mean (SE) change in best-corrected visual acuity score was +7.9 (1.5) vs +5.1 (1.5) letters (least squares mean difference, +2.8 [95% CI, -1.4 to +7.0]; nominal P = .20). No differences in safety profiles between the groups were observed.

Conclusions and Relevance

Although aflibercept, 8 mg, did not achieve the primary efficacy end point at week 16 at the 2-sided significance level of 5%, the observed trends in anatomic and visual improvements over 44 weeks with aflibercept, 8 mg, indicate potential additional therapeutic benefit over aflibercept, 2 mg. No new safety signals were observed over 44 weeks. These findings support further evaluation of aflibercept, 8 mg, in pivotal trials of exudative retinal diseases including nAMD and diabetic macular edema.

Trial Registration

ClinicalTrials.gov Identifier: NCT04126317.

Visual Outcomes of Anti-VEGF Treatment on Neovascular Age-Related Macular Degeneration: A Real-World Population-Based Cohort Study

Neovascular age-related macular degeneration (nAMD) leads to visual impairment if not treated promptly. Intravitreal anti-VEGF drugs have revolutionized nAMD treatment in the past two decades. We evaluated the visual outcomes of anti-VEGF treatment in nAMD. A real-life population-based cohort study. The data included parameters for age, sex, age at diagnosis, laterality, chronicity, symptoms, visual outcomes, lens status, and history of intravitreal injections. A total of 1088 eyes (827 patients) with nAMD were included. Visual acuity was stable or improved in 984 eyes (90%) after an average of 36 ± 25 months of follow-up. Bevacizumab was the first-line drug in 1083 (99.5%) eyes. Vision improved ≥15 ETDRS letters in 377 (35%), >5 ETDRS letters in 309 (28%), and was stable (±5 ETDRS letters) in 298 (27%) eyes after anti-VEGF treatment. The loss of 5 ≤ 15 ETDRS letters in 44 (4%) eyes and ≥15 ETDRS letters in 60 (6%) eyes was noted. At the diagnosis of nAMD, 110 out of 827 patients (13%) fulfilled the criteria for visual impairment, whereas 179 patients (22%) were visually impaired after the follow-up. Improvement or stabilization in vision was noted in 90% of the anti-VEGF-treated eyes with nAMD. In addition, anti-VEGF agents are crucial in diminishing nAMD-related visual impairment.

Emulating VIEW 1 and VIEW 2 Clinical Trial Outcome Data Using the American Academy of Ophthalmology IRIS Registry

BACKGROUND AND OBJECTIVE

A retrospective, noninterventional cohort study of the American Academy of Ophthalmology IRIS Registry, an electronic health record (EHR)-based comprehensive eye disease and condition registry, intended to assess whether the IRIS® Registry (Intelligent Research in Sight) could emulate the VIEW randomized clinical trials (VIEW RCTs) eligibility criteria, treatment protocol regimen, and primary endpoint.

PATIENTS AND METHODS

Deidentified patients having an anti-VEGF injection of aflibercept or ranibizumab between January 1, 2013, and December 31, 2018, from the IRIS Registry. Patients were treated in accordance with one of three treatment regimens from the VIEW RCT: monthly intravitreal aflibercept injection (IAI 2Q4), intravitreal aflibercept every 2 months after 3 initial monthly doses (IAI 2Q8), or monthly ranibizumab (RQ4) injection. The main outcome measures are the number and proportion of patients meeting VIEW RCT eligibility and treatment group criteria, demographic, and clinical differences between IRIS Registry treatment groups, mean change in best documented visual acuity at one year, and evaluation of the primary endpoint of the VIEW RCT: difference in the proportion of patients maintaining vision.

RESULTS

Among the 90,900 patients who met VIEW RCT eligibility criteria, 4,457 (4.85%) met treatment group criteria. The percentage of patients maintaining vision at one year was over 90%. No statistically significant difference was observed when comparing the proportion of patients maintaining vision among the RQ4 treatment group to the IAI 2Q4 or IAI 2Q8 treatment group.

CONCLUSIONS

A small percentage of real-world patients met VIEW RCT study eligibility criteria and treatment protocol regimen. Among patients meeting all available criteria, the primary endpoint interpretation yielded by an observational EHR-based dataset suggested comparable results to the VIEW RCT. [Ophthalmic Surg Lasers Imaging Retina 2023;54:6-14.].

Longer-Term Anti-VEGF Therapy Outcomes in Neovascular Age-Related Macular Degeneration, Diabetic Macular Edema, and Vein Occlusion-Related Macular Edema: Clinical Outcomes in 130 247 Eyes

PURPOSE

The clinical practice visual acuity (VA) outcomes of anti-VEGF therapy for up to 5 years were assessed in patients with neovascular age-related macular degeneration (nAMD), diabetic macular edema (DME), branch retinal vein occlusion-related macular edema (BRVO-ME), and central retinal vein occlusion-related macular edema (CRVO-ME).

DESIGN

A retrospective analysis was performed using the Vestrum Health Retina Database.

PARTICIPANTS

Treatment-naive patients with nAMD, DME, BRVO-ME, or CRVO-ME who received anti-VEGF injections between 2014 and 2019 and had follow-up data for ≥12 months.

METHODS

Data on age, sex, the number of anti-VEGF treatments, and VA were analyzed.

MAIN OUTCOME MEASURES

Mean VA change up to 3 years (BRVO-ME and CRVO-ME) and 5 years (nAMD and DME).

RESULTS

At 1, 3, and 5 years, in 67 666, 21 305, and 5208 eyes with nAMD, after a mean of 7.6, 19.5, and 32 injections, there was a mean change of +3.1, -0.2, and -2.2 letters, respectively. At 1, 3, and 5 years, in 40 832, 7728, and 1192 eyes with DME, after a mean of 6.2, 15.4, and 26.0 injections, there was a mean change of +4.7, +3.3, and +3.1 letters, respectively. At 1 and 3 years, in 12 451 and 3027 eyes with BRVO-ME, after a mean of 7.1 and 18.2 injections, there was a mean change of +9.5 and +7.7 letters, respectively. At 1 and 3 years, in 9298 and 2264 eyes with CRVO-ME, after a mean of 7.3 and 18.8 injections, there was a mean change of +8.3 and +6.0 letters, respectively (P < 0.01 for all VA changes of > 1 letter). In all 4 conditions, the mean VA increased with the mean number of anti-VEGF injections, eyes with a baseline VA of 20/40 or better tended to lose VA, and eyes with progressively worse baseline VA experienced a progressively greater VA gain at 3 years.

CONCLUSIONS

In practice, patients with nAMD, DME, BRVO-ME, and CRVO-ME showed limited visual outcomes, with patients with nAMD tending to lose VA at 3 and 5 years. Across all 4 disorders, the mean change in VA correlated with treatment intensity at 1, 3, and 5 years. Patients with better baseline VA are more vulnerable to vision loss.

The evolving field of Big Data: understanding geographic information systems analysis and its transformative potential in ophthalmic research

PURPOSE OF REVIEW

The purpose of this review to is to highlight alternative uses of Big Data in the pursuit of ophthalmologic public health. In particular, we highlight geographic information systems (GIS) analysis as a type of Big Data, summarize various GIS methods, and enumerate sources of geographic data.

RECENT FINDINGS

The recent implementation of the IRIS Registry Data, has expanded our real-world knowledge of ophthalmology in the United States. Such innovations in Big Data allow us to better define ophthalmic diseases, treatments, and outcomes for underserved individuals and subpopulations. One underutilized source of Big Data entails use of geographic information to evaluate geographic heterogeneity and access across the United States.

SUMMARY

GIS and Big Data allow for refined epidemiologic estimates of eye disease for specific communities. In particular, how GIS can enable researchers to examine disparities in access to ophthalmic care is reviewed. GIS best practices and some data sources for GIS in ophthalmology are also summarized.