Deep Learning in Neovascular Age-Related Macular Degeneration.

Background and objectives: Age-related macular degeneration (AMD) is a complex and multifactorial condition that can lead to permanent vision loss once it progresses to the neovascular exudative stage. This review aims to summarize the use of deep learning in neovascular AMD. Materials and Methods: Pubmed search. Results: Deep learning has demonstrated effectiveness in analyzing structural OCT images in patients with neovascular AMD. This review outlines the role of deep learning in identifying and measuring biomarkers linked to an elevated risk of transitioning to the neovascular form of AMD. Additionally, deep learning techniques can quantify critical OCT features associated with neovascular AMD, which have prognostic implications for these patients. Incorporating deep learning into the assessment of neovascular AMD eyes holds promise for enhancing clinical management strategies for affected individuals. Conclusion: Several studies have demonstrated effectiveness of deep learning in assessing neovascular AMD patients and this has a promising role in the assessment of these patients.

Comparison of Functional, Structural, and Microvascular Features in Different Stages of Idiopathic Epiretinal Membrane.

Background: Idiopathic epiretinal membrane (ERM) often leads to visual symptoms such as metamorphopsia and decreased central vision. This study aimed to evaluate functional, structural, and microvascular characteristics in patients with different stages of idiopathic ERM who were candidates for surgery, with a focus on identifying potential indicators for surgical timing. Methods: A retrospective cohort study was conducted on consecutive patients with unilateral idiopathic ERM who were candidates for surgery. Patients underwent comprehensive ophthalmological assessments, including OCT grading, reading performance evaluation, and OCT angiography. Data analysis included comparisons between different ERM stages for functional, structural, and microvascular parameters. Results: A total of 44 eyes were included, classified into four ERM stages according to the Govetto grading system. Functional parameters, including distance and near visual acuity, worsened significantly with higher ERM stages, particularly in the transition from Stage 3 to Stage 4. Structural assessments revealed significant increases in central macular thickness (CMT) from Stage 3 to Stage 4. No significant differences were observed in microvascular features across different ERM stages. Conclusions: This study highlights the significant functional and anatomical impact of OCT staging in idiopathic ERM, particularly during the transition from Stage 3 to Stage 4, characterized by notable reductions in visual acuity and increases in CMT. These findings underscore the importance of considering both functional and structural parameters in surgical decision-making for ERM management. However, further research with larger cohorts is needed to confirm these observations and inform clinical practice.

Bilateral Retinal Vascular Tortuosity and Hemorrhages.

A 28-year-old man presented with decreased visual acuity in his right eye for the past 2 weeks. Examination revealed dilated and tortuous veins, Roth spots, and white intraretinal agglomerates. What would you do next?

Mitochondrial retinopathies and optic neuropathies: The impact of retinal imaging on modern understanding of pathogenesis, diagnosis, and management.

Advancements in ocular imaging have significantly broadened our comprehension of mitochondrial retinopathies and optic neuropathies by examining the structural and pathological aspects of the retina and optic nerve in these conditions. This article aims to review the prominent imaging characteristics associated with mitochondrial retinopathies and optic neuropathies, aiming to deepen our insight into their pathogenesis and clinical features. Preceding this exploration, the article provides a detailed overview of the crucial genetic and clinical features, which is essential for the proper interpretation of in vivo imaging. More importantly, we will provide a critical analysis on how these imaging modalities could serve as biomarkers for characterization and monitoring, as well as in guiding treatment decisions. However, these imaging methods have limitations, which will be discussed along with potential strategies to mitigate them. Lastly, the article will emphasize the potential advantages and future integration of imaging techniques in evaluating patients with mitochondrial eye disorders, considering the prospects of emerging gene therapies.

Mucopolysaccharidosis type II B complicated by optic disc swelling, pigmentary retinopathy and macular edema.

PURPOSE: To report clinical and imaging features of optic nerve and retinal involvement in a patient with mucopolysaccharidosis (MPS) type II B. METHODS: A 27-year-old man, diagnosed with MPS type II B and undergoing enzymatic substitution therapy for the past 19 years, was referred to the retina service. An ophthalmological evaluation, which included multimodal imaging, was conducted to investigate potential retinal and optic disc involvement. RESULTS: The eye examination revealed a pigmentary retinopathy with a predominant loss of the outer retinal loss, primarily in the parafoveal and perifoveal regions. Notably, multimodal imaging identified macular edema without any signs of leakage, implying an association between macular edema and retinal neurodegeneration. Additionally, both eyes exhibited an optic disc with blurred margins. CONCLUSION: We herein describe the multimodal imaging findings of retinal and optic disc involvement in a patient with MPS type II B. This report describes for the first-time the presence of macular edema without leakage alongside photoreceptor damage and optic disc swelling.

Retinal OCT biomarkers associated with reading performance in patients with persistent vs. resolved diabetic macular edema.

BACKGROUND: Recent advancements in imaging technologies, particularly structural optical coherence tomography (OCT), have improved the understanding of diabetic macular edema (DME) pathophysiology and provided valuable biomarkers for disease progression and visual outcomes. This prospective study aimed to investigate the association between specific retinal biomarkers identified through OCT imaging and reading performance metrics in patients with previously treated persistent versus resolved DME and good visual acuity. METHODS: Forty-nine eyes from 35 patients with a history of DME were enrolled. Reading performance was assessed using the Radner reading charts, which include standardized sentences with geometrically progressing print sizes. Structural alterations in the inner and outer retina, as well as the retinal pigment epithelium (RPE), were graded based on OCT images. RESULTS: Reading performance, measured as maximum reading speed, was associated with specific retinal biomarkers. The disruption of the ellipsoid zone (EZ) in the parafoveal region and the presence of disorganization of the inner retinal layers (DRIL) in the parafovea were correlated with reduced reading speed. These associations were independent of the presence of intraretinal or subretinal fluid. CONCLUSIONS: Understanding the relationship between retinal biomarkers and reading performance could contribute to a comprehensive evaluation of visual function and quality of life in patients with DME, leading to better management strategies and treatment outcomes.

Understanding Acanthamoeba Keratitis: An In-Depth Review of a Sight-Threatening Eye Infection.

Acanthamoeba keratitis (AK) is a rare but potentially sight-threatening corneal infection caused by the Acanthamoeba parasite. This microorganism is found ubiquitously in the environment, often in freshwater, soil, and other sources of moisture. Despite its low incidence, AK presents significant challenges due to delayed diagnosis and the complex nature of therapeutic management. Early recognition is crucial to prevent severe ocular complications, including corneal ulceration and vision loss. Diagnostic modalities and treatment strategies may vary greatly depending on the clinical manifestation and the available tools. With the growing reported cases of Acanthamoeba keratitis, it is essential for the ophthalmic community to thoroughly understand this condition for its effective management and improved outcomes. This review provides a comprehensive overview of AK, encompassing its epidemiology, risk factors, pathophysiology, clinical manifestations, diagnosis, and treatment.

Structural OCT and OCT angiography biomarkers associated with the development and progression of geographic atrophy in AMD.

BACKGROUND: Geographic atrophy (GA) is an advanced, irreversible, and progressive form of age-related macular degeneration (AMD). Structural optical coherence tomography (OCT) and OCT angiography (OCTA) have been largely used to characterize this stage of AMD and, more importantly, to define biomarkers associated with the development and progression of GA in AMD. METHODS: Articles pertaining to OCT and OCTA biomarkers related to the development and progression of GA with relevant key words were used to search in PubMed, Researchgate, and Google Scholar. The articles were selected based on their relevance, reliability, publication year, published journal, and accessibility. RESULTS: Previous reports have highlighted various OCT and OCTA biomarkers linked to the onset and advancement of GA. These biomarkers encompass characteristics such as the size, volume, and subtype of drusen, the presence of hyperreflective foci, basal laminar deposits, incomplete retinal pigment epithelium and outer retinal atrophy (iRORA), persistent choroidal hypertransmission defects, and the existence of subretinal drusenoid deposits (also referred to as reticular pseudodrusen). Moreover, biomarkers associated with the progression of GA include thinning of the outer retina, photoreceptor degradation, the distance between retinal pigment epithelium and Bruch's membrane, and choriocapillaris loss. CONCLUSION: The advent of novel treatment strategies for GA underscores the heightened need for prompt diagnosis and precise monitoring of individuals with this condition. The utilization of structural OCT and OCTA becomes essential for identifying distinct biomarkers associated with the initiation and progression of GA.

Brolucizumab effectiveness in pigment epithelium detachment due to exudative AMD in naïve treatment or non-responder patients.

PURPOSE: To investigate outcomes after Brolucizumab injection in naïve treatment or non-responder patients with exudative age-related macular degeneration (AMD). METHODS: It is a retrospective, comparative, cohort study conducted at the tertiary referral center of the University Hospital Polyclinic of Bari, for 5 years, from November 2017 until May 2022. 41 eyes with wet-AMD (w-AMD) were included, undergoing anti-vascular endothelial growth factor (VEGF) intravitreal injections. The sample was divided into two groups, the Bro-Switch group, and the Bro-Naïve group. The Bro-Switch group previously received a slot of other anti-VEGF intravitreal drugs. The Bro-Naïve group received Brolucizumab (Bro) as the first treatment. The pigment epithelium detachment (PED) and the best-corrected visual acuity (BCVA) outcomes before and after Bro-injection were evaluated. RESULTS: A significant reduction in PED measurement was registered in all eyes treated with Bro-injection (p = 0.35). The Bro-Naïve group improved better in PED measurement (mean difference: 297.92 ± 72,32) as compared to the Bro-Switch group (mean difference: 185.06 ± 11.07). On the contrary, no significant reduction in BCVA in the two groups was recorded (p = 0.66). CONCLUSION: We suggest Bro-injection for w-AMD as effective anatomical outcomes in PED flattening, but not similar in visual results. Although this study evaluated short-term outcomes, the hopeful results can lead to interesting medium-long time effects.

Distinct Pathways of Macular Atrophy in Type 3 Macular Neovascularization Associated With AMD.

Purpose: To explore the occurrence of macular atrophy (MA) in eyes with age-related macular degeneration (AMD)-associated Type 3 macular neovascularization (MNV) treated with anti-vascular endothelial growth factor (anti-VEGF) therapy. Importantly, we aimed at describing the existence of separate pathways leading to MA. Methods: We analyzed 41 participants (41 eyes) with treatment-naïve Type 3 MNV who were followed up for a duration of 12 months after beginning the anti-VEGF therapy. At the one-year follow-up visit, optical coherence tomography (OCT) scans were reviewed for the presence of MA. MA regions of interest (ROIs) were selected and traced back to their original dominant baseline lesion (i.e., precursor) through previous serially captured OCT scans. Baseline lesions included precursors associated with the development and exudation of MNV and causes external to the neovascularization itself. Results: At the one-year follow-up visit, MA was graded to be present in 38 (92.7%) out of 41 eyes. These 78 MA ROIs were divided into two subgroups according to the precursor lesion, yielding a group of 53 MA lesions with precursors associated with the development and exudation of MNV (i.e., MA caused by physical harm from Type 3 neovessels, collapse of a serous pigment epithelium detachment, and fibrosis) and 25 MA regions with precursors external to the neovascularization itself (i.e., MA caused by drusen or subretinal drusenoid deposits). Conclusions: Eyes with Type 3 MNV are commonly complicated by MA and precursors of MA include causes associated with the development and exudation of MNV, as well as lesions unrelated to the neovascularization process itself.

Optical coherence tomography biomarkers indicating visual enhancement in diabetic macular edema resolved through anti-VEGF therapy: OCT biomarkers in resolved DME.

PURPOSE: to investigate the structural features and extended visual results in eyes affected by diabetic retinopathy (DR) and diabetic macular edema (DME) that have been successfully treated with anti-vascular endothelial growth factor (VEGF) therapy. METHODS: Individuals (39 eyes of 39 patients) who had undergone long-term follow-up and demonstrated evidence of resolved DME after at least 2 years of follow-up following the initiation of anti-VEGF therapy were included. During the ""study visit"", structural OCT scans were examined to assess qualitative features indicative of neuroretina or retinal pigment epithelium distress. Additionally, a quantitative assessment of the inner and outer retinal thicknesses was conducted for topographical analysis. RESULTS: The most robust qualitative association observed with BCVA at the "study visit" was linked to the presence of DRIL (p = 0.043) and the appearance of the ELM. (p = 0.045). Regarding quantitative parameters, a strong correlation was noted between the visual acuity during the "study visit" and the foveal and parafoveal thicknesses of both the inner and outer retina (p < 0.001). CONCLUSIONS: Changes in the status of ELM, the presence of DRIL, and the thicknesses of the foveal and parafoveal regions can act as OCT biomarkers, signifying prolonged visual improvements in eyes that have experienced resolved DME after undergoing anti-VEGF therapy.

Validation of a deep learning model for automatic detection and quantification of five OCT critical retinal features associated with neovascular age-related macular degeneration.

PURPOSE: To develop and validate a deep learning model for the segmentation of five retinal biomarkers associated with neovascular age-related macular degeneration (nAMD). METHODS: 300 optical coherence tomography volumes from subject eyes with nAMD were collected. Images were manually segmented for the presence of five crucial nAMD features: intraretinal fluid, subretinal fluid, subretinal hyperreflective material, drusen/drusenoid pigment epithelium detachment (PED) and neovascular PED. A deep learning architecture based on a U-Net was trained to perform automatic segmentation of these retinal biomarkers and evaluated on the sequestered data. The main outcome measures were receiver operating characteristic curves for detection, summarised using the area under the curves (AUCs) both on a per slice and per volume basis, correlation score, enface topography overlap (reported as two-dimensional (2D) correlation score) and Dice coefficients. RESULTS: The model obtained a mean (±SD) AUC of 0.93 (±0.04) per slice and 0.88 (±0.07) per volume for fluid detection. The correlation score (R2) between automatic and manual segmentation obtained by the model resulted in a mean (±SD) of 0.89 (±0.05). The mean (±SD) 2D correlation score was 0.69 (±0.04). The mean (±SD) Dice score resulted in 0.61 (±0.10). CONCLUSIONS: We present a fully automated segmentation model for five features related to nAMD that performs at the level of experienced graders. The application of this model will open opportunities for the study of morphological changes and treatment efficacy in real-world settings. Furthermore, it can facilitate structured reporting in the clinic and reduce subjectivity in clinicians' assessments.

Platelet rich plasma for primary macular hole: A case series.

OBJECTIVE: To evaluate the anatomical and functional macular results and rate of complications following surgical treatment of primary macular hole (MH) with autologous platelet rich plasma (a-PRP) use. DESIGN: retrospective, interventional, non-randomized case series. PARTECIPANTS AND METHODS: A cohort of 9 consecutive patients from January 1, 2019 to August 31, 2021 who underwent vitrectomy with a-PRP use for primary MH were included. Anatomical results based on spectral domain- optical coherence tomography (SD-OCT) and visual acuity were analyzed. RESULTS: 10 pseudophakic eye of 9 patients were enrolled. Six patients were female and three patients were male. The mean age was 69.9 years ± 1.48. The baseline MH minimum diameter was 486.1 µm ± 37.1, and mean pre operative best-corrected visual acuity (BCVA) was 0.91 ± 0.03 logMAR (Snellen equivalent 20/160). Mean 1 month post operative BCVA was 0.81 ± 0.57 logMAR (Snellen equivalent 20/130; p = 1.000); mean 3 month post operative BCVA was 0.66 ± 0.04 logMAR (Snellen equivalent 20/90; p = 0.006); mean 6 month post operative BCVA was 0.6 ± 0.04 logMAR (Snellen equivalent 20/80; p < 0.001). In all eyes, 10/10 (100%), there was a complete MH closure at 6 months follow up: 5 eyes (50%) with a U-type closure pattern, 4 eyes (40%) with a V-type pattern and 1 eye (10%) with an irregular foveal contour closure at 6 month follow-up. No ocular and systemic complications were reported. CONCLUSION: The a-PRP use is a successful and promising vitreoretinal surgical technique option for primary MH.

OCT risk factors for 2-year foveal involvement in non-treated eyes with extrafoveal geographic atrophy and AMD.

PURPOSE: To assess the relationship of optical coherence tomography (OCT) findings and progression to foveal atrophy in a cohort of eyes with extrafoveal geographic atrophy (GA) and age-related macular degeneration (AMD) at inclusion. METHODS: We retrospectively analyzed 45 participants (45 eyes) with extrafoveal GA at baseline and with 2 years of regular follow-ups. Several OCT qualitative features (i.e., presence of foveal flat pigment epithelium detachment with a thin double layer sign [DLS] and reticular pseudodrusen, GA focality) and quantitative measurements (outer retinal layer thickness, retinal pigment epithelium [RPE] to Bruch's membrane [BM] volume, minimum distance from the central foveal circle, and untransformed GA lesion size area) were assessed at baseline. Logistic regression analyses were carried out to identify independent significant predictors and compute odds ratios (ORs) for the risk of the development of atrophy. RESULTS: At month 24, 26 eyes (57.8%) developed atrophy in the foveal central circle, while 11 eyes (24.4%) developed atrophy in the foveal central point. Significant independent predictive features for the development of atrophy in the foveal central circle included foveal outer retinal thickness (OR, 0.867; p = 0.015), minimum distance from the foveal central circle (OR, 0.992; p = 0.022), and foveal thin DLS (OR, 0.044; p = 0.036). The only independent predictive feature for the development of atrophy in the foveal central point was the presence of foveal thin DLS (OR, 0.138; p = 0.017). CONCLUSIONS: We identified OCT risk factors for 2-year foveal atrophy in eyes with untreated extrafoveal GA at baseline.

Pitchfork sign following pars Plana vitrectomy for idiopathic epiretinal membrane: A case report.

PURPOSE: To report a case of pitchfork sign following pars plana vitrectomy for idiopathic epiretinal membrane. STUDY DESIGN: Case report. RESULTS: A 75-year-old man was referred to the surgical retina service due to a quantitative and qualitative decline in vision in the left eye (LE) for several months. Optical coherence tomography (OCT) examination revealed the presence of a stage III epiretinal membrane (ERM) according to the Govetto classification. Seven days after undergoing a 25-gauge pars plana vitrectomy (PPV) with ERM peeling and balanced salt solution (BSS) tamponade, OCT examination revealed the presence of the 'pitchfork sign' in the macular region, along with the detection of a choroidal neovascularization (CNV) through OCT-A examination. After receiving two monthly intravitreal anti-VEGF injections, a complete regression of the MNV was observed. CONCLUSIONS: We reported, for the first time, the iatrogenic onset of the pitchfork sign following vitreoretinal surgery. This discovery highlights the unique presentation of the pitchfork sign in the context of surgical procedures, expanding our comprehension of its range of causes.

Multimodal Imaging of a novel MFSD8/CLN7 mutation associated with non-syndromic symmetric adult-onset macular dystrophy.

PURPOSE: To report multimodal imaging features of a novel MFSD8/CLN7 pathogenic variant associated with bilateral and symmetric non-syndromic macular dystrophy. METHODS: A 63-year-old female patient presented complaining of a gradual subjective decline in visual acuity in both eyes over the previous months. This patient underwent a comprehensive ophthalmological assessment, including multimodal retinal imaging and electrophysiological testing. Given suspicion for a hereditary retinal disorder, genetic testing was pursued. RESULTS: The eye examination revealed blunted foveal reflexes and no lesions or abnormalities in the equatorial or anterior retinal periphery. Multimodal imaging showed a bilateral and almost symmetrical subfoveal interruption of the outer retinal layers including an optical gap. Genetic testing revealed that the MFSD8/CLN7 gene exhibited a homozygous variant, specifically p.Ala484Val (c.1451C>T). This variant was identified as the likely causative factor for the condition. CONCLUSION: We herein describe the clinical findings of a previously unreported homozygous variant in the MFSD8/CLN7 gene, resulting in a non-syndromic form of bilateral central macular dystrophy.

Real-world experience with fluocinolone acetonide intravitreal implant in patients with diabetic macular edema.

OBJECTIVES: to evaluate long-term effectiveness and safety of fluocinolone acetonide (FAc) implant used as second-line treatment in patients with persistent diabetic macular edema (DME). METHODS: retrospective data chart review of 241 pseudophakic eyes of 178 patients treated with FAc from July 2017 to December 2021 in 10 medical retinal units in Italy. The primary endpoint was the change of best-corrected visual acuity (BCVA) and central macular thickness (CMT) at 2 years. A Student's paired t-test was used. Additional therapies for DME and intraocular pressure (IOP)-related events were also evaluated. RESULTS: efficacy of FAc was assessed in a subset of 111 eyes with at least 24 months of follow-up. Mean BCVA increased at 2 years by 5.1 ETDRS letters (95%CI = 2.6-7.5; p < 0.001) while mean CMT decreased by 189 µm (95% CI 151-227; p < 0.001). Thirty-eight of these eyes (34.2%) needed additional intravitreal treatments, mainly anti-VEGF. Safety was evaluated on the entire cohort of 241 eyes treated with FAc. Overall, 66 eyes (27.4%) required emergent IOP-lowering medications (typically within the first-year post FAc) while 14 eyes (5.8%) underwent trabeculectomy, mostly during the second year of follow-up. CONCLUSION: FAc implant provides a substantial long-term functional and anatomical benefit when used as second-line treatment in eyes with DME. IOP rise can be adequately managed with topical agents although some eyes may require IOP-lowering surgery.