Ophthalmology Commons^™

Predictors Of Final Visual Outcome In Patients With Leber Hereditary Optic Neuropathy Treated With Lenadogene Nolparvovec Gene Therapy, Robert C Sergott, Valerio Carelli, Nancy Newman, Valérie Biousse, Patrick Yu-Wai-Man, Catherine Vignal-Clermont, Constant Josse, Magali Taiel, José-Alain Sahel, Piero Barboni

Wills Eye Hospital Papers

PURPOSE: This exploratory analysis aimed to identify predictive factors of final best-corrected visual acuity (BCVA) in patients with Leber hereditary optic neuropathy (LHON) harboring the m.11778G>A mutation who received lenadogene nolparvovec gene therapy.

METHODS: The following covariates were individually evaluated as possible factors associated with improved final BCVA: age, gender, timing of treatment, baseline BCVA value, and baseline optical coherence tomography (OCT) parameters. Univariate analyses were performed from three phase 3 studies (RESCUE, REVERSE, and REFLECT), using BCVA at 1.5 years post-treatment as the dependent variable.

RESULTS: In 113 eyes treated at least 6 months after disease onset, the …

Systemic Carbonic Anhydrase Inhibitors In Common Ophthalmic Diseases: A Scoping Review From A Clinical Standpoint, Shahin Hallaj, Wesam S. Shalaby, Sapna Sinha, Jonathan S. Myers, Reza Razeghinejad

Wills Eye Hospital Papers

PURPOSE OF REVIEW: This paper provides a detailed overview of systemic carbonic anhydrase inhibitors (CAIs) and their application in managing ophthalmic conditions, including glaucoma, cystoid macular edema, and idiopathic intracranial hypertension. Despite their recognized clinical benefits, the potential for severe systemic adverse effects often discourages clinicians from prescribing these agents. By examining the pharmacology, pharmacokinetics, safety profile, and clinical indications of systemic CAIs, this review highlights strategies to mitigate treatment challenges, particularly in patients with comorbidities and complex medical backgrounds.

RECENT FINDINGS: New insights into the diverse roles and distribution of carbonic anhydrase (CA) isozymes have expanded our understanding of …

Clearance Of Acute Bilateral Idiopathic Central Corneal Stromal Haze Likely Due To Topical Losartan, Karen Asfar, Jad F. Assaf, Jeremiah Gendy, Sadeer Hannush, Shady T. Awwad

Wills Eye Hospital Papers

To report the use of topical losartan as a potential treatment of acute bilateral central corneal stromal haze in a patient presenting with a syndrome resembling central toxic keratopathy (CTK).Patient and Clinical Findings:A 51-year-old man presented with clinically significant central corneal stromal haze bilaterally 6 days after a periorbital and facial contact dermatitis secondary to pesticide exposure. Uncorrected and corrected distance visual acuity (UDVA and CDVA) were 20/80 and 20/70 in the right eye, and 20/200- and 20/150+ in the left eye, respectively. After unsuccessful treatment with topical antivirals, antibiotics and corticosteroids, the patient started off-label treatment with topical losartan …

Utility Of Cenegermin For The Management Of Neurotrophic Keratopathy After Penetrating Keratoplasty, Alexandra R. Zaloga, Ashley Khalili, Brandon D. Ayres, Brenton D. Finklea, Beeran B. Meghpara, Christopher J. Rapuano, Zeba A. Syed

Wills Eye Hospital Papers

BACKGROUND: The study aimed to report the outcomes of patients treated with cenegermin 0.002% for neurotrophic keratopathy (NK) following penetrating keratoplasty (PK).

MATERIALS AND METHODS: This retrospective case series included patients evaluated at a tertiary care hospital who completed an 8-week course of cenegermin for NK within 12 months following PK. The primary outcome measure was NK stage, while secondary outcomes included complete epithelial healing, epithelial defect size, and best-corrected visual acuity (BCVA) at baseline and four time points during and following treatment. We also evaluated disease progression.

RESULTS: Fourteen eyes of 14 patients were included and demonstrated significant improvement …

Evidence And Consensus-Based Imaging Guidelines In Birdshot Chorioretinopathy: Multimodal Imaging In Uveitis (Muv) Taskforce Report 8, Jose S. Pulido

Wills Eye Hospital Papers

PURPOSE: To develop consensus-based imaging guidelines for diagnosing and monitoring birdshot chorioretinopathy (BSCR).

DESIGN: Consensus-based approach guided by literature and an expert committee using a nominal group technique (NGT).

METHODS: An expert committee of 5 international uveitis specialists reviewed 15 well-documented representative BSCR cases with comprehensive imaging data. Cases with active and inactive disease were included. Imaging, including color fundus photography (CFP), fundus fluorescein angiography (FFA), indocyanine green angiography (ICGA), optical coherence tomography (OCT), fundus autofluorescence (FAF), and OCT angiography (OCTA) were reviewed. Using a structured NGT approach, consensus-based recommendations were developed for specific disease characteristics, biomarkers of activity, and …

Clinical Profile Of Patients With Monocular Elevation Deficiency Undergoing Strabismus Surgery, Mohamad Reza Akbari, Babak Masoomian, Elham Azizi, Mohammed Omer Mahmood, Arash Mirmohammadsadeghi, Ali Majdi, Masoud Khorrami-Nejad

Wills Eye Hospital Papers

PURPOSE: To provide a comprehensive evaluation of the visual, refractive, and strabismic characteristics of patients with monocular elevation deficiency (MED) undergoing strabismus surgery.

METHODS: The medical records of patients at a single institution who were diagnosed with and underwent surgery for MED were reviewed retrospectively. Visual acuity, refractive error, angle of deviation, abnormal head posture (AHP), presence of ptosis, prevalence of amblyopia and strabismic patterns were analyzed, with MED eyes compared with fellow eyes.

RESULTS: A total of 105 patients were included. Mean cylindrical refractive error was significantly higher in MED eyes compared with fellow eyes (-1.40 ± 1.70 D …

Infectious Endophthalmitis: An Overview Of Clinical Features, Microbiology Profile, And Antibiotic Sensitivity Pattern, Seyed Ali Tabatabaei, Ahmad Masoumi, Arash Mirzaei, Reza Mirshahi, Bita Momenaei, Faezeh Moghimpour Bijani, Ali Rashidinia, Mohammadreza Nazari, Mohammad Ahadifard, Zahra Mahdizad, Samer Habeel, Seyed Mahbod Baharnoori, Mohammad Soleimani

Wills Eye Hospital Papers

PURPOSE: To describe the demographic characteristics, etiology, microbiological spectrum, and antibiotic sensitivity patterns in patients with endophthalmitis.

METHODS: This is a retrospective case series spanning from May 2012 to September 2018. All included patients were diagnosed with endophthalmitis and confirmed by laboratory tests. Data were collected on patient demographics, types of endophthalmitis, and microbiologic and medical records.

RESULTS: Nine hundred ninety-two records of patients with endophthalmitis were assessed. Of the total cases, 657 patients (66.2%) were male, whereas 335 (33.8%) were female. The mean age of the patients was 57.2 ± 22.8 years and ranged from 2 to 95 years. …

Long-Term Non-Conditional And Conditional Metastasis Of Uveal Melanoma By Tumor Size Category In 8034 Patients, Rolika Bansal, Hidayet Sener, Jerry A. Shields, Carol L. Shields

Wills Eye Hospital Papers

PURPOSE: To estimate metastasis of patients with uveal melanoma (UM) based on tumor size categories classified by ultrasonographic thickness as small (0.0-3.0 mm), medium (3.1-8.0 mm), or large (≥8.1 mm) using both non-conditional and conditional analyses.

DESIGN: Retrospective analysis.

METHODS: A retrospective study of 8034 cases over 35-years at a single ocular oncology referral center evaluated the primary endpoint of cumulative incidence of metastasis at 5-, 10-, 15-, 20-, 25- and 30-years using non-conditional and conditional analysis at 3-years, 5-years, and 10-years of metastasis-free survival.

RESULTS: The mean thicknesses for small, medium, and large UMs were 2.5 mm, 5.0 mm, …

Optimal Diagnostic Strategies For Concussion-Related Vision Disorders: A Review, Iniya K. Adhan, Kammi B. Gunton

Wills Eye Hospital Papers

Concussions are a mild form of traumatic brain injury (TBI) that is typically self-limited and transient with a high prevalence within our communities. Due to the vast visual network interconnectivity, visual symptoms secondary to a concussion occur about 90% of the time. A gold standard to confirm concussion acutely has not been well established. Visual function testing based on symptoms remains the standard of care in off-site evaluation for diagnosis of oculomotor dysfunction. This review covers the current diagnostic strategies for vision based disorders post-concussion for sideline testing, off-site testing, and research driven testing.

Demographic And Clinical Factors Associated With Mechanisms Of Open Globe Injury In The United States: A Multi-Center Study, Shruti Anant, Alicia Casella, Jason A. Greenfield, Sarah C. Miller, Kristine Y. Wang, Bita Momenaei, Karen Lee, Hana A. Mansour, Grant A. Justin, Kevin G. Makhoul, Racquel A. Bitar, Alice Lorch, Grayson W. Armstrong, Taku Wakabayashi, Yoshihiro Yonekawa, Kara M. Cavuoto, Fasika Woreta

Wills Eye Hospital Papers

PURPOSE: We sought to examine the demographic and clinical risk factors associated with specific mechanisms of open globe injuries (OGIs) and identify predictors of Zone III injuries across multiple tertiary eye care centers.

PATIENTS AND METHODS: 1570 patients with OGIs presenting to the Wilmer Eye Institute, the Bascom Palmer Eye Institute, Massachusetts Eye and Ear, and Wills Eye Hospital between 2018-2021 were retrospectively reviewed. Multinomial and binomial logistic regression models were used to evaluate associations between demographic and clinical risk factors with injury mechanisms and Zone III injuries.

RESULTS: Among the study population (74.2% male, mean age 48.2 years), falls …

Latin American Prevalence Of Glaucoma: A Systematic Review And Meta-Analysis, Denisse J Mora-Paez, Jaime Guedes, Dillan Cunha Amaral, Marcelo Alves Ferreira, Bruno Fernandes, Sacha Pereira, Bruno Botton, Alisha Desai, Helena Messinger Pakter, Fabio Lavinsky, Adroaldo Alencar Costa Filho

Wills Eye Hospital Papers

We conducted a systematic review and meta-analysis to estimate the prevalence of all types of glaucoma in Latin America (LATAM) and evaluate potential demographic associations. This study followed PRISMA guidelines and was registered in PROSPERO (CRD42024506330). A comprehensive search of PubMed, SciELO, and Web of Science was conducted to identify population-based or cross-sectional studies reporting glaucoma prevalence in LATAM. Studies were categorized into two groups: Group 1 included general population studies without selection based on visual acuity (VA), and Group 2 included studies limited to individuals with VA < 20/60. Data from five studies in Group 1 (25,288 individuals) and eight studies in Group 2 (29,882 individuals) were analyzed using R software. The pooled prevalence of glaucoma was 4% (95% CI: 1–3%) in Group 1 and 1% (95% CI: 0–1%) in Group 2. No statistically significant associations were found between glaucoma prevalence and sex (p = 0.08) or age (p = 0.5669). Although our findings …

Alphamissense Predictions And Clinvar Annotations: A Deep Learning Approach To Uveal Melanoma, David J. Taylor Gonzalez, Mak B. Djulbegovic, Meghan Sharma, Michael Antonietti, Colin K. Kim, Vladimir N. Uversky, Carol L. Karp, Carol L. Shields, Matthew W. Wilson

Wills Eye Hospital Papers

OBJECTIVE: Uveal melanoma (UM) poses significant diagnostic and prognostic challenges due to its variable genetic landscape. We explore the use of a novel deep learning tool to assess the functional impact of genetic mutations in UM.

DESIGN: A cross-sectional bioinformatics exploratory data analysis of genetic mutations from UM cases.

SUBJECTS: Genetic data from patients diagnosed with UM were analyzed, explicitly focusing on missense mutations sourced from the Catalogue of Somatic Mutations in Cancer (COSMIC) database.

METHODS: We identified missense mutations frequently observed in UM using the COSMIC database, assessed their potential pathogenicity using AlphaMissense, and visualized mutations using AlphaFold. Clinical …

Normative Variability In Retinal Nerve Fiber Layer Thickness: Does It Matter Where The Peaks Are?, Sowjanya Gowrisankaran, Ashkan Abbasi, Xubo Song, Joel Schuman, Gadi Wollstein, Bhavna Antony, Hiroshi Ishikawa

Wills Eye Hospital Papers

PURPOSE: Retinal nerve fiber layer thickness (RNFLT), a glaucoma biomarker, has a wide normative range affecting its sensitivity and specificity for abnormality detection. The interindividual RNFLT peak location variability contribution to this wide normative range has not been directly evaluated. The purpose of this study is to assess the effect of RNFLT peak normalization (PN) on normative variability.

METHODS: Circumpapillary RNFLT profiles at 1.7 mm radius from the optic nerve head (ONH) were re-sampled from optical coherence tomography (OCT) volumes (Cirrus HD-OCT, 200 × 200) obtained from one eye of 83 healthy individuals. Fovea-ONH axis (FOA) was calculated from corresponding …

A Hybrid Deep Learning-Based Approach For Visual Field Test Forecasting, Ashkan Abbasi, Sowjanya Gowrisankaran, Wei-Chun Lin, Xubo Song, Bhavna Josephine Antony, Gadi Wollstein, Joel Schuman, Hiroshi Ishikawa

Wills Eye Hospital Papers

OBJECTIVE: Longitudinal assessment of visual field (VF) testing is essential in glaucoma management. Conventional VF forecasting methods require numerous prior tests, while deep learning techniques have shown promising results with fewer tests. This study introduces a hybrid deep learning framework to enhance flexibility and accuracy in VF test forecasting.

DESIGN: A retrospective longitudinal study using deep learning-based VF forecasting models.

SUBJECTS AND CONTROLS: A total of 1750 subjects (healthy and glaucoma patients) with 19 437 Humphrey VF (24-2 Swedish Interactive Threshold Algorithm) tests collected from longitudinal glaucoma cohorts at the University of Pittsburgh and New York University.

METHODS: Three deep …

Structural Updates To The Implant And Refill Needle Of The Port Delivery Platform, Dante J. Pieramici, Peter A. Campochiaro, Margaret Chang, Ian Pearce, Carl D. Regillo, Shamika Gune, Nancy Holekamp, Carlos Quezada-Ruiz, Shrirang V. Ranade, Natasha Singh, Geoffrey Wise, Joshua Horvath

Wills Eye Hospital Papers

PURPOSE: The purpose of this study was to report the impact of component-level changes and manufacturing process improvements on septum durability in the ocular implant of the Port Delivery Platform (PD-P), more commonly known as the Port Delivery System with ranibizumab (PDS) with its current formulation.

METHODS: Laboratory tests were conducted to determine (1) the bond strength of the septum to the overmold, (2) the amount of force utilized for the refill needle to puncture the septum, and (3) septum durability over 50 years. To simulate multiple refill-exchanges over long-term clinical use, implants were aged at elevated temperature in saline …

Real-World Impact Of Latanoprostene Bunod Ophthalmic Solution 0.024% In Glaucoma Therapy: A Narrative Review, W. Daniel Stamer, Thomas Chiu, Da-Wen Lu, Tsing Hong Wang, Prin Rojanapongpun, Ngamkae Ruangvaravate, Youn Hye Jo, Marlene R. Moster, Murray Fingeret, Nora Lee Cothran, Jessica Steen, Ian B. Gaddie, Ömür Uçakhan-Gündüz, Wesam S. Shalaby, Cindy M. L. Hutnik

Wills Eye Hospital Papers

Latanoprostene bunod ophthalmic solution (LBN) 0.024% is a topical nitric oxide (NO)-donating prostaglandin F2α (PGF2α) analog first approved in November 2017 for reduction of intraocular pressure (IOP) in patients with ocular hypertension (OHT) or open-angle glaucoma (OAG). This narrative review describes the unique mechanism of action of LBN and summarizes available real-world data. Upon instillation, LBN is metabolized into latanoprost acid and butanediol mononitrate, which is further reduced to NO and an inactive metabolite. Latanoprost acid increases aqueous humor outflow primarily through the uveoscleral (unconventional) pathway, whereas NO increases outflow through the trabecular (conventional) pathway. Eight studies were identified: 2 …

Early Postoperative Intraocular Pressure Profile Following Micropulse Vs Continuous Wave Transscleral Cyclophotocoagulation: Cohort Study, Wesam S. Shalaby, Amirmohsen Arbabi, Jae-Chiang Wong, Aakriti G. Shukla, Reza Razeghinejad, Daniel Lee, Marlene R. Moster, Jonathan S. Myers, Natasha N. Kolomeyer

Wills Eye Hospital Papers

Aim: To compare the risk of early intraocular pressure (IOP) spikes following micropulse (MP) vs continuous wave (CW) transscleral cyclophotocoagulation (CPC).

Methods: Single-center, prospective, nonrandomized study that included glaucoma patients planned for MP- or CW-CPC at Wills Eye Hospital (2020–2021). IOP was measured using rebound tonometry (iCare) immediately before, immediately after, and 1 hour after the CPC, then on postoperative day 1. The primary outcome measure was the incidence of IOP spikes, defined as IOP elevation ≥10 mm Hg vs baseline. Patients with severe IOP spikes received IOP-lowering agents (topical or oral).

Results: Twenty-six eyes (15 CW and 11 MP) …

Retinal Hemorrhage Associated With Neonatal Idiopathic Thrombocytopenia, Samara J. Hamou, Iniya K. Adhan, Maureen E. Lloyd, Barry N. Wasserman

Wills Eye Hospital Papers

PURPOSE: To describe a premature neonate with thrombocytopenia and retinal hemorrhage.

OBSERVATION: A 33 week premature neonate with neonatal thrombocytopenia (34 × 10⁹ platelet) was found to have left eye retinal hemorrhage. Bilateral retinal exam showed a healthy optic nerve and macula. A 10–12 disc diameter large nasal subretinal hemorrhage with an intraretinal white-centered hemorrhage was found. No other retinal abnormalities were found. Resolution of the hemorrhage occurred over the next three months. By this time, thrombocytopenia resolved (final platelet count: 259 × 10⁹/L), and the patient was able to fix and follow.

CONCLUSIONS AND IMPORTANCE: Neonatal …

Evolving Trends In Retinoblastoma Management: A 16-Year Clinicopathological Analysis Of Enucleated Eyes, Ari H. August, Darcy Curtis, Maya Eiger-Moscovich, Antonio Yaghy, Sara E. Lally, Jerry A. Shields, Carol L. Shields, Ralph C. Eagle, Tatyana Milman

Wills Eye Hospital Papers

PURPOSE: New treatments for advanced retinoblastoma (RB) have offered alternatives to primary enucleation. We assessed the impact of these therapies on the indications for enucleation and the histopathological findings in enucleated eyes with RB.

MATERIALS AND METHODS: Eyes of all patients who underwent enucleation for RB at a single institution between January 2005 and August 2021 were included. Data collected retrospectively included demographics, clinical and pathologic staging, pathologic findings, and management. Statistical analysis included Kendall’s τb, Pearson χ², and Cramér’s V.

RESULTS: There were 254 eyes from 252 patients with information available for review. Annual enucleations decreased between …

Fluorescence Lifetime Imaging Ophthalmoscopy (Flio): A Novel Retinal Metabolic Biomarker For Multiple Sclerosis, Daniel Markowitz, Kylee Shivok, Elizabeth Affel, Ms, Jose S. Pulido, Md, Ms, Mba, Mph, Thomas P. Leist, Md, Phd, Gyorgy Hajnoczky, Md, Phd, Mahdi Alizadeh, Phd, Robert Sergott, Md

Farber Institute for Neuroscience Staff Papers and Presentations

Introduction

- Fluorescence lifetime imaging ophthalmoscopy (FLIO, Heidelberg Engineering, Figures 1 and 2), a novel in vivo retinal imaging biomarker, generates fluorescence decay lifetimes in 2 spectral channels corresponding to the following metabolic processes:

- Short Spectral Channel (SSC): 498 – 560 nm

• Corresponds to macular pigment, flavin adenine dinucleotide (FAD) and oxidative phosphorylation.

- Long Spectral Channel (LSC): 560 – 720nm

• Corresponds to predominantly lipofuscin and lysosomal function

- Based upon animal experimental models and clinical data, mitochondrial dysfunction has a role in the pathophysiology of both inflammatory and degenerative components of Multiple Sclerosis

Applications Of Machine Learning-Driven Molecular Models For Advancing Ophthalmic Precision Medicine, Rahul Kumar, Joshua Ong, Ethan Waisberg, Ryung Lee, Tuan Nguyen, Phani Paladugu, Maria C. Rivolta, Chirag Gowda, John V. Janin, Jeremy Saintyl, Dylan Amiri, Ansh Gosain, Ram Jagadeesan

SKMC Student Presentations and Publications

Ophthalmic diseases such as glaucoma, age-related macular degeneration (ARMD), and optic neuritis involve complex molecular and cellular disruptions that challenge current diagnostic and therapeutic approaches. Advanced artificial intelligence (AI) and machine learning (ML) models offer a novel lens to analyze these diseases by integrating diverse datasets, identifying patterns, and enabling precision medicine strategies. Over the past decade, applications of AI in ophthalmology have expanded from imaging-based diagnostics to molecular-level modeling, bridging critical gaps in understanding disease mechanisms. This paper systematically reviews the application of AI-driven methods, including reinforcement learning (RL), graph neural networks (GNNs), Bayesian inference, and generative adversarial networks …

Five-Year Outcomes Of Lenadogene Nolparvovec Gene Therapy In Leber Hereditary Optic Neuropathy, Patrick Yu-Wai-Man, Nancy Newman, Valérie Biousse, Valerio Carelli, Mark Moster, Catherine Vignal-Clermont, Thomas Klopstock, Alfredo Sadun, Robert C Sergott, Rabih Hage, Simona Degli Esposti, Chiara La Morgia, Claudia Priglinger, Rustum Karanja, Magali Taiel, José-Alain Sahel

Department of Neurology Faculty Papers

IMPORTANCE: Limited studies have assessed the long-term benefit/risk of gene therapy for Leber hereditary optic neuropathy (LHON).

OBJECTIVE: To determine the safety and efficacy of lenadogene nolparvovec in patients with LHON due to the MT-ND4 gene variant for up to 5 years after administration.

DESIGN, SETTING, AND PARTICIPANTS: The RESCUE and REVERSE Long-Term Follow-up Study (RESTORE), conducted from 2018 to 2022, is the 5-year follow-up study of the 2 phase 3 clinical studies RESCUE (Efficacy Study of Lenadogene Nolparvovec for the Treatment of Vision Loss Up to 6 Months From Onset in LHON Due to the MT-ND4 Mutation) and REVERSE …

Artificial Intelligence For Optical Coherence Tomography In Glaucoma, Mak B. Djulbegovic, Henry Bair, David J. Taylor Gonzalez, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman

Wills Eye Hospital Papers

PURPOSE: The integration of artificial intelligence (AI), particularly deep learning (DL), with optical coherence tomography (OCT) offers significant opportunities in the diagnosis and management of glaucoma. This article explores the application of various DL models in enhancing OCT capabilities and addresses the challenges associated with their clinical implementation.

METHODS: A review of articles utilizing DL models was conducted, including convolutional neural networks (CNNs), recurrent neural networks (RNNs), generative adversarial networks (GANs), autoencoders, and large language models (LLMs). Key developments and practical applications of these models in OCT image analysis were emphasized, particularly in the context of enhancing image quality, glaucoma …

Superotemporal Predisposition To Traumatic Subretinal Fibrosis In Stargardt Disease: A Case Report, Jaime Nassur, Jose Pulido, Jose Pulido, Alaa Ghoneim, Anton Orlin, Richard Kaiser, Saif Hamdan

Wills Eye Hospital Papers

PURPOSE: Subretinal fibrosis has been reported as a presumed late sequela of orbital trauma in those with Stargardt disease (STGD). This case report highlights the sequential pathologic changes in response to trauma utilizing multimodal imaging.

OBSERVATIONS: An asymptomatic 19-year-old female with no significant ocular history presented for possible drusen. Initial imaging noted yellow-white pisciform perifoveal flecks in both eyes with corresponding hyper-and hypo-fluorescent lesions on fundus autofluorescence and hyperreflective deposits on near-infrared and spectral-domain optical coherence tomography (SD-OCT). A few months later, the patient presented with a new onset "black shadow" in the right eye after a traumatic periorbital injury, …

Expansion Of Genotypic And Phenotypic Findings In Adamts18-Related Ocular Pathology, Ari August, Rebecca Procopio, Christopher Rapuano, Jose Pulido

Wills Eye Hospital Papers

Purpose: ADAMTS18-related ocular pathology is rare with few described cases. Features include distinctive facies, refractive error, anterior segment dysgenesis, and retinal dystrophy. Previous patients were found to have ho- mozygous variants in ADAMTS18. Here, we present a patient with compound heterozygous ADAMTS18-related pathology and its associated findings. Observations: A 37-year-old male with a history of bilateral congenital nasolacrimal duct obstruction, dry eye syndrome, mild myopia, and accommodative esotropia presented to the Retina Service. He was found to have multiple features of anterior segment dysgenesis and retinal dystrophy, some of which have not been previously reported in association with ADAMTS18 variants. …

Artificial Intelligence-Based Methodologies For Early Diagnostic Precision And Personalized Therapeutic Strategies In Neuro-Ophthalmic And Neurodegenerative Pathologies, Rahul Kumar, Ethan Waisberg, Joshua Ong, Phani Paladugu, Dylan Amiri, Jeremy Saintyl, Jahnavi Yelamanchi, Robert Nahouraii, Ram Jagadeesan, Alireza Tavakkoli

SKMC Student Presentations and Publications

Advancements in neuroimaging, particularly diffusion magnetic resonance imaging (MRI) techniques and molecular imaging with positron emission tomography (PET), have significantly enhanced the early detection of biomarkers in neurodegenerative and neuro-ophthalmic disorders. These include Alzheimer's disease, Parkinson's disease, multiple sclerosis, neuromyelitis optica, and myelin oligodendrocyte glycoprotein antibody disease. This review highlights the transformative role of advanced diffusion MRI techniques-Neurite Orientation Dispersion and Density Imaging and Diffusion Kurtosis Imaging-in identifying subtle microstructural changes in the brain and visual pathways that precede clinical symptoms. When integrated with artificial intelligence (AI) algorithms, these techniques achieve unprecedented diagnostic precision, facilitating early detection of neurodegeneration and …

Systemic Effects Of Anti-Vegf Intravitreal Injection In Patients With Age-Related Macular Degeneration: A Multi-Institutional Real-World Study, Tzu-Yi Lin, Yi-Ting Hsieh, Sunir J. Garg, Lee-Jen Chen, Kuan-Jen Chen, Wei-Chi Wu, Chi-Chun Lai, Yih-Shiou Hwang, Eugene Yu-Chuan Kang

Wills Eye Hospital Papers

PURPOSE: In individuals aged >50 years, age-related macular degeneration (AMD) is the leading cause of irreversible blindness. Intravitreal injections of antivascular endothelial growth factor (VEGF) agents (bevacizumab, ranibizumab, and aflibercept) show good efficacy and similar incidences of systemic adverse events (SAEs). However, comparative studies between agents are limited. Our study aimed to compare the real-world SAE risks of bevacizumab, ranibizumab, and aflibercept users.

METHODS: This retrospective cohort study identified new bevacizumab, ranibizumab, and aflibercept users in a multi-institutional database in Taiwan between 2014 and 2019. Inverse probability of treatment weights (IPTW) with propensity scores was conducted to achieve homogeneity among …

Longitudinal Assessment Of Retinopathy Of Prematurity (Longrop) Study: Impacts Of Viewing Time And Ability To Compare On Detection Of Change, Tatiana R. Rosenblatt, Hashem H. Ghoraba, Marco H. Ji, Caroline R. Baumal, Audina M. Berrocal, Cagri G. Besirli, Kimberly A. Drenser, Anna L. Ells, C. Armitage Harper, G. Baker Hubbard, Eric D. Nudleman, Polly A. Quiram, Irena Tsui, Yoshihiro Yonekawa, Edward H. Wood, Jochen Kumm, Darius M. Moshfeghi

Wills Eye Hospital Papers

PURPOSE: This study compared two imaging grading techniques to assess the utility of longitudinal image-based analysis in retinopathy of prematurity (ROP) screening: (1) time-limited without image comparison (a proxy for bedside indirect ophthalmoscopy, termed sBIO) and time-unlimited with image comparison (for telemedicine grading, termed TELE) screening. We tested two hypotheses: (1) H1: TELE was superior to sBIO for the detection of change (Tempo)-same, better, or worse and (2) H2: granular data of change (e.g., at the image and feature level) is integrated by graders to achieve the Tempo assessment.

DESIGN: Prospective reliability analysis.

METHODS: Gold standard reference (GS) was a …

Artificial Intelligence And Machine Learning In Ocular Oncology, Retinoblastoma (Armor): Experience With A Multiracial Cohort, Vijitha S. Vempuluru, Rajiv Viriyala, Virinchi Ayyagari, Komal Bakal, Patanjali Bhamidipati, Krishna Krishore Dhara, Sandor R. Ferenczy, Carol L. Shields, Swathi Kaliki

Wills Eye Hospital Papers

Background: The color variation in fundus images from differences in melanin concentrations across races can affect the accuracy of artificial intelligence and machine learning (AI/ML) models. Hence, we studied the performance of our AI model (with proven efficacy in an Asian-Indian cohort) in a multiracial cohort for detecting and classifying intraocular RB (iRB). Methods: Retrospective observational study. Results: Of 210 eyes, 153 (73%) belonged to White, 37 (18%) to African American, 9 (4%) to Asian, 6 (3%) to Hispanic races, based on the U.S. Office of Management and Budget's Statistical Policy Directive No.15 and 5 (2%) had no reported race. …

Nmosd Mitochondrial Fluorescence Correlates With Ganglion Cell Layer Loss Consistent With Retinal Vasculitis, Francesco Cappellani, Md, Daniel M. Markowitz, Bs, Elizabeth Affel, Ms, Jose S. Pulido, Md, Brian Fernandez, Md, Robert C. Sergott, Md

Farber Institute for Neuroscience Staff Papers and Presentations

Introduction

• Fluorescence lifetime imaging ophthalmoscopy (FLIO, Heidelberg Engineering, Figures 1 and 2), a novel in vivo retinal imaging biomarker, generates fluorescence decay lifetimes in 2 spectral channels corresponding to mitochondrial metabolic processes
• Short Spectral Channel (SSC): 498 – 560 nm Ø Corresponds to flavin adenine dinucleotide (FAD) and oxidative phosphorylation.
• Long Spectral Channel (LSC): 560 – 720nm Ø Corresponds to predominantly lipofuscin and lysosomal function
• Based upon animal experimental models and clinical data, mitochondrial dysfunction has a role in the pathophysiology of NMOSD