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Glaucoma

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Full-Text Articles in Ophthalmology

Comparing The Use Of Measured And Smoothed Data In Forecasting Visual Field Tests Using Deep Learning, Ashkan Abbasi, Sowjanya Gowrisankaran, Wei-Chun Lin, Xubo Song, Bhavna Josephine Antony, Gadi Wollstein, Joel Schuman, Hiroshi Ishikawa May 2026

Comparing The Use Of Measured And Smoothed Data In Forecasting Visual Field Tests Using Deep Learning, Ashkan Abbasi, Sowjanya Gowrisankaran, Wei-Chun Lin, Xubo Song, Bhavna Josephine Antony, Gadi Wollstein, Joel Schuman, Hiroshi Ishikawa

Wills Eye Hospital Papers

OBJECTIVE: To evaluate the impact of training and testing deep learning (DL) models for visual field (VF) forecasting using input-target pairs in which the target is either the measured VF test result, or its smoothed counterpart constructed via linear regression.

DESIGN: A retrospective data analysis study evaluating DL models for VF forecasting under multiple training and testing configurations.

SUBJECTS AND CONTROLS: A total of 1400 subjects (healthy and glaucoma patients) with 19 437 reliable Humphrey VF (24-2 Swedish Interactive Threshold Algorithm) tests collected from longitudinal cohorts at the University of Pittsburgh and New York University.

METHODS: Three DL-based pointwise VF …


Systemic Α₂-Agonist Use And Lower Hazard Of Glaucoma Compared With Β-Blockers: A Cohort Study, Ibrahim Abboud, Amin Z. Khudari, Abdelaziz Abdelaal, Amr Almobayed, Subhi J. Al'aref, Jonathan S. Myers, Richard K. Lee, Abdelrahman M. Elhusseiny May 2026

Systemic Α₂-Agonist Use And Lower Hazard Of Glaucoma Compared With Β-Blockers: A Cohort Study, Ibrahim Abboud, Amin Z. Khudari, Abdelaziz Abdelaal, Amr Almobayed, Subhi J. Al'aref, Jonathan S. Myers, Richard K. Lee, Abdelrahman M. Elhusseiny

Wills Eye Hospital Papers

OBJECTIVE: Systemic antihypertensive medications may influence glaucoma-related outcomes through intraocular pressure-dependent and vascular mechanisms. While topical α₂-agonists are established glaucoma therapies, the association between systemic α₂-agonists and glaucoma hazard remains unexamined; we compared their hazard with systemic β-blockers in adults with hypertension.

METHODS AND ANALYSIS: We conducted a multicentre retrospective cohort study using deidentified electronic health records. Adults aged ≥40 years with hypertension and chronic exposure to systemic α₂-agonists or β-blockers were included. Patients with pre-existing ocular hypertension (OHT), primary open-angle glaucoma (POAG), concomitant comparator use, or inadequate ophthalmic follow-up were excluded. We balanced cohorts using propensity score matching (PSM) …


Effect Of Pre-Training Patients Using A Self-Directed Slideshow Presentation On Visual Field Reliability In First-Time Test Takers, Lillian M. Centlivre B.S., Derek Zahnleuter B.S., Rahul Babu B.S., Chaesik Kim, Kaitlin Ziadeh Md, Hanna Simmons Md, Vivian Rajeswaren Md, Aleskey Parker Williams Do, Jacob Im Md, Aleksey Mishulin Md, Faisal Ridha Al-Timimi Md, Hassan Tokko Apr 2026

Effect Of Pre-Training Patients Using A Self-Directed Slideshow Presentation On Visual Field Reliability In First-Time Test Takers, Lillian M. Centlivre B.S., Derek Zahnleuter B.S., Rahul Babu B.S., Chaesik Kim, Kaitlin Ziadeh Md, Hanna Simmons Md, Vivian Rajeswaren Md, Aleskey Parker Williams Do, Jacob Im Md, Aleksey Mishulin Md, Faisal Ridha Al-Timimi Md, Hassan Tokko

Medical Student Research Symposium

Title: Effect of Pre-Training Patients Using a Self-Directed Slideshow Presentation on Visual Field Reliability in First-Time Test Takers

Authors: Lillian Centlivre BS, Derek Zahnleuter BS, Rahul Babu BS, Chaesik Kim BSEE, Kaitlin Ziadeh MD, Hanna Simmons MD, Vivian Rajeswaren MD, Aleksey Parker Williams DO, Jacob Im MD, Aleksey Mishulin MD, Faisal Ridha Al-Timimi MD, Hassan Tokko MD

Background: Visual field (VF) testing is essential for detecting glaucoma, but reliability is limited by patient inexperience and poor fixation. Prior studies report VF test reliability around 59%, primarily attributed to increased fixation loss (FL). Other studies note 75.9% reliability using training videos …


Impact Of Postoperative Intraocular Pressure Spikes On Outcomes Following Goniotomy: A Comparative Study Of Surgical Techniques, Wesam S. Shalaby, Steven L. Chang, Julia Yu, Teresa Horan, Sagar Shah, Shahin Hallaj, Marlene Moster, Reza Razeghinejad, Daniel Lee, Michael Pro, Aakriti Shukla, Ping Huang, Jonathan S. Myers, Tina Xia, Dilru Amarasekera Dec 2025

Impact Of Postoperative Intraocular Pressure Spikes On Outcomes Following Goniotomy: A Comparative Study Of Surgical Techniques, Wesam S. Shalaby, Steven L. Chang, Julia Yu, Teresa Horan, Sagar Shah, Shahin Hallaj, Marlene Moster, Reza Razeghinejad, Daniel Lee, Michael Pro, Aakriti Shukla, Ping Huang, Jonathan S. Myers, Tina Xia, Dilru Amarasekera

Wills Eye Hospital Papers

AIM AND BACKGROUND:To compare postoperative intraocular pressure (IOP) spikes and 1-year surgical success among goniotomy procedures: Kahook Dual Blade (KDB), OMNI, bent ab interno needle goniotomy (BANG), and gonioscopy-assisted transluminal trabeculotomy (GATT).

MATERIALS AND METHODS: This single-center, retrospective chart review included glaucoma patients ≥18 years, who underwent goniotomy from January 2021 to December 2022 with ≥3 months of follow-up. Primary outcomes were IOP spikes (≥10 mm Hg increase within 3 months) and 12-month surgical success (≥20% IOP and/or ≥1 medication reduction without further surgery). Secondary outcomes included IOP and medication changes.

RESULTS: Among 247 eyes (107 KDB, 63 OMNI, 77 …


Dual-Level Pattern Tree For Visual Field Improves Glaucoma Progression And Polygenic Risk Prediction, Luo Song, Lucy Q. Shen, Louis R. Pasquale, Michael V. Boland, Sarah R. Wellik, Carlos Gustavo De Moraes, Ayellet Segre, Janey L. Wiggs, Constance Turman, Jonathan S. Myers, Tobias Elze, Nazlee Zebardast, David S. Friedman, Jae H. Kang, Mengyu Wang Dec 2025

Dual-Level Pattern Tree For Visual Field Improves Glaucoma Progression And Polygenic Risk Prediction, Luo Song, Lucy Q. Shen, Louis R. Pasquale, Michael V. Boland, Sarah R. Wellik, Carlos Gustavo De Moraes, Ayellet Segre, Janey L. Wiggs, Constance Turman, Jonathan S. Myers, Tobias Elze, Nazlee Zebardast, David S. Friedman, Jae H. Kang, Mengyu Wang

Wills Eye Hospital Papers

PURPOSE: To develop a dual-level pattern tree to characterize visual field (VF) loss subtypes that can be used to better predict glaucoma progression and glaucoma polygenic risk scores (PRSs).

METHODS: This study included 113,030 patients from three datasets, each used for a specific purpose: (1) model training, (2) progression forecasting, and (3) PRS correlations. We applied archetypal analysis to cluster 24-2 VFs into trunk patterns and their branch patterns. The Cox regression model was used to forecast VF progression using mean deviation (MD) slope, MD-fast slope, total deviation (TD) pointwise slope, and visual field index (VFI) slope. Multivariable regression analyses …


Cerebellar Dysfunction In Glaucoma Patients, Anisha Kasi, Ji Won Bang, Vivek Trivedi, Jeannie Au, Ian Conner, Gadi Wollstein, Joel Schuman, Rakie Cham, Kevin Chan Oct 2025

Cerebellar Dysfunction In Glaucoma Patients, Anisha Kasi, Ji Won Bang, Vivek Trivedi, Jeannie Au, Ian Conner, Gadi Wollstein, Joel Schuman, Rakie Cham, Kevin Chan

Wills Eye Hospital Papers

Glaucoma patients often have higher injurious fall rates compared to healthy older adults. However, little is known about the underlying neural mechanisms. Recent evidence shows cerebral changes beyond the visual pathway of glaucoma patients, yet it remains unclear whether the cerebellum, which plays an important role in balance and motor control, is involved in glaucoma. In this study, we sought to investigate cerebellar functional connectivity changes in glaucoma by comparing 32 glaucoma subjects and 10 age-matched healthy control subjects who underwent resting-state functional magnetic resonance imaging at 3 Tesla with eyes closed. After conducting both regions-of-interest and seed-to-voxel analyses, we …


The Impact Of Myopia On Regional Visual Field Loss And Progression In Glaucoma, Anagha Lokhande, Luo Song, Yueyin Pang, Yan Luo, Louis R. Pasquale, Sarah R. Wellik, Carlos G. De Moraes, Jonathan S. Myers, Mohammad Eslami, Tobias Elze, Lucy Q. Shen, Nazlee Zebardast, David S. Friedman, Michael V. Boland, Mengyu Wang Sep 2025

The Impact Of Myopia On Regional Visual Field Loss And Progression In Glaucoma, Anagha Lokhande, Luo Song, Yueyin Pang, Yan Luo, Louis R. Pasquale, Sarah R. Wellik, Carlos G. De Moraes, Jonathan S. Myers, Mohammad Eslami, Tobias Elze, Lucy Q. Shen, Nazlee Zebardast, David S. Friedman, Michael V. Boland, Mengyu Wang

Wills Eye Hospital Papers

PURPOSE: The purpose of this study was to investigate the impact of myopia on regional visual field (VF) loss and progression in glaucoma.

METHODS: We included 112,633 24-2 VFs; longitudinal analyses comprised patients with at least 5 reliable VFs over 4 years. The degree of myopia was measured by spherical equivalent (SE) extracted from VF testing. Linear and Cox regressions determined the impact of myopia on regional VF loss and progression, respectively. We calculated three VF progression outcomes: (1) mean deviation (MD) progression: MD slope < 0; (2) total deviation (TD) pointwise progression: at least 3 TD locations with TD slope ≤-1 decibels (dB)/year; (3) MD fast progression: MD slope ≤-1 dB/year (P value < 0.05). Longitudinal analyses were conducted for all subjects and with exclusion of patients with high myopia (SE ≤-6.00 diopters [D]).

RESULTS: More negative SE values were associated with worse TD values in the paracentral VF …


Vascular, Immunological, And Mechanical Factors In Normal Tension Glaucoma: A Multidimensional Approach To Pathogenesis, Rachel E. Cain Sep 2025

Vascular, Immunological, And Mechanical Factors In Normal Tension Glaucoma: A Multidimensional Approach To Pathogenesis, Rachel E. Cain

inSIGHT

Glaucoma is characterized by progressive degeneration of retinal ganglion cells leading to optic neuropathy and visual field loss.

The major risk factor for glaucoma is elevated intra-ocular pressure (IOP) (Fig. 1). However, 30-40% of patients with glaucoma have normal IOP, leading to the classification of normal-tension glaucoma (NTG) (Fig. 1 C, E).1,2 The prevalence of NTG varies between populations, with Asians having the highest prevalence (77- 92%), followed by Africans (57%), and Caucasians (30-39%).3 In a landmark study, the collaborative normal tension glaucoma study group (CNTGS) showed that a 30% reduction in IOP in NTG patients slowed the …


Systemic Vascular Dysregulation And Retinal Microvascular Alterations In Glaucoma, Amin Ibrahim, Tori Sayers, Alexa Nichols, Igor Zwir, Andrew Tsin, Lorena Flores-Hernandez, Gladys E. Maestre, Jesus D. Melgarejo Sep 2025

Systemic Vascular Dysregulation And Retinal Microvascular Alterations In Glaucoma, Amin Ibrahim, Tori Sayers, Alexa Nichols, Igor Zwir, Andrew Tsin, Lorena Flores-Hernandez, Gladys E. Maestre, Jesus D. Melgarejo

Research Colloquium

Background: Glaucoma is a multifactorial, progressive optic neuropathy, for which both mechanical and vascular mechanisms of pathogenesis have been proposed. Optical coherence tomography angiography (OCTA) enables noninvasive visualization of the choroidal and retinal vasculature and may be used to quantify vascular changes associated with glaucoma. Systemic risk factors, including variations in blood pressure (BP), whether low or elevated, have been associated with the vascular pathogenesis of glaucoma. This systematic review aims to synthesize the current evidence on the relationship between systemic vascular dysregulation and OCTA-derived retinal vascular markers in glaucomatous eyes.

Methods: Following PRISMA guidelines, we conducted a systematic search …


Advanced Age Worsens Phenotypes Of Ocular Hypertension In Mice, Priyamvada M Pitale, Solomon E Gibson, Caroline C Keehn, Arman T Yazdian, Guofu Shen, Benjamin J Frankfort May 2025

Advanced Age Worsens Phenotypes Of Ocular Hypertension In Mice, Priyamvada M Pitale, Solomon E Gibson, Caroline C Keehn, Arman T Yazdian, Guofu Shen, Benjamin J Frankfort

Faculty, Staff and Students Publications

Glaucoma is a neurodegenerative disorder of the optic nerve and retinal ganglion cells (RGCs) and a major cause of blindness. The two most important risk factors for glaucoma are ocular hypertension (OHT) and advanced age. In this study, we explored the combined impact of aging and OHT on retinal neuronal and microvasculature health. We induced OHT using the bead-injection model in 12 week old (young) and 1.5 year old (old) mice and monitored intraocular pressure (IOP) for 2 weeks. We then explored vascular phenotypes, blood retinal barrier components, RGC counts, and electroretinogram (ERG) changes. Aged mice displayed reduced retinal microvasculature …


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 May 2025

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 …


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 May 2025

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 …


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 Mar 2025

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 …


Artificial Intelligence For Optical Coherence Tomography In Glaucoma, Mak B. Djulbegovic, Henry Bair, David J. Taylor Gonzalez, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman Jan 2025

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 …


Optic Nerve Head Remodeling In Experimental High Myopia, Mahmoud Khalafallah Jan 2025

Optic Nerve Head Remodeling In Experimental High Myopia, Mahmoud Khalafallah

All ETDs from UAB

Myopia is a global health concern, with projected estimates that nearly half of the world's population will be myopic by 2050. While its refractive aspect can be corrected, the heightened susceptibility to sight-threatening comorbidities, particularly with high myopia, remains a challenge. Among these comorbidities, glaucoma is a major concern, with myopia recognized as an independent risk factor. However, the mechanistic link between myopia and glaucoma remains poorly understood. This dissertation investigates the multiscale remodeling changes in experimental high myopia and their potential implications for increased risk of glaucoma later in life. Using a multimodal approach, this dissertation investigates: (1) neural …


Lamina Cribrosa Microstructure In Nonhuman Primates With Naturally Occurring Peripapillary Retinal Nerve Fiber Layer Thinning, Palaiologos Alexopoulos, Arthur G Fernandes, Zeinab Ghassabi, Ronald Zambrano, Anse Vellappally, Eitan Shemuelian, Tingfang Lee, Jiyuan Hu, Armando Burgos-Rodriguez, Melween I Martinez, Joel S. Schuman, Amanda D Melin, James P Higham, John Danias, Gadi Wollstein Sep 2024

Lamina Cribrosa Microstructure In Nonhuman Primates With Naturally Occurring Peripapillary Retinal Nerve Fiber Layer Thinning, Palaiologos Alexopoulos, Arthur G Fernandes, Zeinab Ghassabi, Ronald Zambrano, Anse Vellappally, Eitan Shemuelian, Tingfang Lee, Jiyuan Hu, Armando Burgos-Rodriguez, Melween I Martinez, Joel S. Schuman, Amanda D Melin, James P Higham, John Danias, Gadi Wollstein

Wills Eye Hospital Papers

PURPOSE: The lamina cribrosa (LC) is hypothesized to be the site of initial axonal damage in glaucoma with the circumpapillary retinal nerve fiber layer thickness (RNFL-T) widely used as a standard metric for quantifying the glaucomatous damage. The purpose of this study was to determine in vivo, 3-dimensional (3D) differences in the microstructure of the LC in eyes of nonhuman primates (NHPs) with naturally occurring glaucoma.

METHODS: Spectral-domain optical coherence tomography (OCT) scans (Leica, Chicago, IL, USA) of the optic nerve head were acquired from a colony of 50 adult rhesus monkeys suspected of having high prevalence of glaucoma. The …


Transorbital Alternating Current Stimulation In A Double-Masked Randomized Clinical Trial: Visual Functional Effect And Quality Of Life, Maria De Los Angeles Ramos Cadena, Ashley Sohn, Heather Livengood, Ting-Fang Lee, Batsheva Rubin, Jiyuan Hu, Bernhard A. Sabel, Rachel Matayev, Joseph Panarelli, Gadi Wollstein, Joel S. Schuman Sep 2024

Transorbital Alternating Current Stimulation In A Double-Masked Randomized Clinical Trial: Visual Functional Effect And Quality Of Life, Maria De Los Angeles Ramos Cadena, Ashley Sohn, Heather Livengood, Ting-Fang Lee, Batsheva Rubin, Jiyuan Hu, Bernhard A. Sabel, Rachel Matayev, Joseph Panarelli, Gadi Wollstein, Joel S. Schuman

Wills Eye Hospital Papers

PURPOSE: To determine the efficacy and safety of repetitive transorbital alternating current stimulation (rtACS) treatment by assessing vision-related quality of life and visual function outcome in subjects treated with rtACS versus sham-control.

STUDY DESIGN: Double masked, randomized, sham-controlled clinical trial (NCT03188042).

SUBJECTS: Sixteen subjects with moderate-to-advanced glaucoma (visual field [VF] mean deviation [MD] ≤-6.00 decibels) randomized into sham (9 subjects) or rtACS intervention (7 subjects) groups.

METHODS: Subjects underwent 10 rtACS sessions over 2 weeks. All subjects had comprehensive ocular examination at baseline, 1-week, and 4-weeks posttreatment.

MAIN OUTCOME MEASURES: Visual acuity (VA), contrast sensitivity (CS), VF MD, number of …


Transformer-Based Deep Learning Prediction Of 10-Degree Humphrey Visual Field Tests From 24-Degree Data, Min Shi, Anagha Lokhande, Yu Tian, Yan Luo, Mohammad Eslami, Saber Kazeminasab, Tobias Elze, Lucy Shen, Louis Pasquale, Sarah Wellik, Carlos Gustavo De Moraes, Jonathan Myers, Nazlee Zebardast, David Friedman, Michael Boland, Mengyu Wang Aug 2024

Transformer-Based Deep Learning Prediction Of 10-Degree Humphrey Visual Field Tests From 24-Degree Data, Min Shi, Anagha Lokhande, Yu Tian, Yan Luo, Mohammad Eslami, Saber Kazeminasab, Tobias Elze, Lucy Shen, Louis Pasquale, Sarah Wellik, Carlos Gustavo De Moraes, Jonathan Myers, Nazlee Zebardast, David Friedman, Michael Boland, Mengyu Wang

Wills Eye Hospital Papers

PURPOSE: To predict 10-2 Humphrey visual fields (VFs) from 24-2 VFs and associated non-total deviation features using deep learning.

METHODS: We included 5189 reliable 24-2 and 10-2 VF pairs from 2236 patients, and 28,409 reliable pairs of macular OCT scans and 24-2 VF from 19,527 eyes of 11,560 patients. We developed a transformer-based deep learning model using 52 total deviation values and nine VF test features to predict 68 10-2 total deviation values. The mean absolute error, root mean square error, and the R2 were evaluation metrics. We further evaluated whether the predicted 10-2 VFs can improve the structure-function relationship …


Contributions Of Brain Microstructures And Metabolism To Visual Field Loss Patterns In Glaucoma Using Archetypal And Information Gain Analyses, Yueyin Pang, Ji Won Bang, Anisha Kasi, Jeremy Li, Carlos Parra, Els Fieremans, Gadi Wollstein, Joel S. Schuman, Mengyu Wang, Kevin C Chan Jul 2024

Contributions Of Brain Microstructures And Metabolism To Visual Field Loss Patterns In Glaucoma Using Archetypal And Information Gain Analyses, Yueyin Pang, Ji Won Bang, Anisha Kasi, Jeremy Li, Carlos Parra, Els Fieremans, Gadi Wollstein, Joel S. Schuman, Mengyu Wang, Kevin C Chan

Wills Eye Hospital Papers

PURPOSE: To investigate the contributions of the microstructural and metabolic brain environment to glaucoma and their association with visual field (VF) loss patterns by using advanced diffusion magnetic resonance imaging (dMRI), proton magnetic resonance spectroscopy (MRS), and clinical ophthalmic measures.

METHODS: Sixty-nine glaucoma and healthy subjects underwent dMRI and/or MRS at 3 Tesla. Ophthalmic data were collected from VF perimetry and optical coherence tomography. dMRI parameters of microstructural integrity in the optic radiation and MRS-derived neurochemical levels in the visual cortex were compared among early glaucoma, advanced glaucoma, and healthy controls. Multivariate regression was used to correlate neuroimaging metrics with …


Wide-Field Optical Coherence Tomography Imaging Improves Rate Of Change Detection In Progressing Glaucomatous Eyes Compared With Standard-Field Imaging, Christopher Bowd, Akram Belghith, Jasmin Rezapour, Jost B. Jonas, Leslie Hyman, Robert N. Weinreb, Linda M. Zangwill Jul 2024

Wide-Field Optical Coherence Tomography Imaging Improves Rate Of Change Detection In Progressing Glaucomatous Eyes Compared With Standard-Field Imaging, Christopher Bowd, Akram Belghith, Jasmin Rezapour, Jost B. Jonas, Leslie Hyman, Robert N. Weinreb, Linda M. Zangwill

Wills Eye Hospital Papers

PURPOSE: To compare rates of retinal nerve fiber layer change over time in healthy, eyes with nonprogressing glaucoma and eyes with progressing glaucoma using single wide-field (SWF) and optic nerve head (ONH) cube scan optical coherence tomography (OCT) images.

METHODS: Forty-five eyes of 25 healthy individuals and 263 eyes of 161 glaucoma patients from the Diagnostic Innovations in Glaucoma Study were included. All eyes underwent 24-2 visual field testing and OCT (Spectralis SD-OCT) ONH and macular imaging. SWF images (up to 43° × 28°) were created by stitching together ONH cube scans centered on the optic disc and macular cube …


A Comparison Of Icare And Goldmann Applanation Tonometry Measurements During The Covid-19 Pandemic: A Retrospective Study, Shreya Swaminathan, Amber M. Kisielewski, M. Hossein Nowroozzadeh, Shahin Hallaj, Daniel Lee, Natasha N. Kolomeyer, Jonathan S. Myers, Reza Razeghinejad Jun 2024

A Comparison Of Icare And Goldmann Applanation Tonometry Measurements During The Covid-19 Pandemic: A Retrospective Study, Shreya Swaminathan, Amber M. Kisielewski, M. Hossein Nowroozzadeh, Shahin Hallaj, Daniel Lee, Natasha N. Kolomeyer, Jonathan S. Myers, Reza Razeghinejad

Wills Eye Hospital Papers

PURPOSE: To evaluate factors associated with differences in intraocular pressure (IOP) readings between iCare and Goldmann applanation tonometry (GAT) in established glaucoma patients.

METHODS: This retrospective comparative study included clinical data of 350 eyes from 350 established glaucoma patients who had iCare and GAT IOP measured by an ophthalmic technician and a glaucoma specialist, respectively. The main outcome measure was the difference in IOP measurements of the right eyes with iCare and GAT.

RESULTS: The intraclass correlation coefficient (ICC) between GAT and iCare was 0.90. The mean IOP difference between tonometers was - 0.18 ± 2.89 mmHg. Bland-Altman plots indicated …


Understanding The Treatment Paradigm And The Sequencing Of Antiglaucoma Fixed-Dose Combinations In A Tertiary Center In South India, Ronnie George, Praggya Mishra, Balekudaru Shantha, Lingam Vijaya, Nitin Maksane, Neha Gurha Jun 2024

Understanding The Treatment Paradigm And The Sequencing Of Antiglaucoma Fixed-Dose Combinations In A Tertiary Center In South India, Ronnie George, Praggya Mishra, Balekudaru Shantha, Lingam Vijaya, Nitin Maksane, Neha Gurha

Faculty, Staff and Student Publications

PURPOSE: To analyze the medical management of primary open-angle glaucoma (POAG) and ocular hypertension (OHT) and the placement of fixed-drug combination drugs (FDC) in the treatment paradigm at a tertiary eye care center in South India.

METHODS: Retrospective study (January 2011-December 2015) of newly diagnosed POAG and OHT patients (≥18 years) with ≥5 years follow-up. Primary outcome included percentage use of different antiglaucoma drugs (at initiation) and FDCs at the first, second, and third progression (sequencing). Secondary outcomes: Percentage discontinuation for different FDCs, efficacy parameters (decrease in intraocular pressure (IOP)/visual field), adverse events, and the median number of antiglaucoma medications …


Deep-Learning-Based Group Pointwise Spatial Mapping Of Structure To Function In Glaucoma, Zhiqi Chen, Hiroshi Ishikawa, Yao Wang, Gadi Wollstein, Joel Schuman Apr 2024

Deep-Learning-Based Group Pointwise Spatial Mapping Of Structure To Function In Glaucoma, Zhiqi Chen, Hiroshi Ishikawa, Yao Wang, Gadi Wollstein, Joel Schuman

Wills Eye Hospital Papers

PURPOSE: To establish generalizable pointwise spatial relationship between structure and function through occlusion analysis of a deep-learning (DL) model for predicting the visual field (VF) sensitivities from 3-dimensional (3D) OCT scan.

DESIGN: Retrospective cross-sectional study.

PARTICIPANTS: A total of 2151 eyes from 1129 patients.

METHODS: A DL model was trained to predict 52 VF sensitivities of 24-2 standard automated perimetry from 3D spectral-domain OCT images of the optic nerve head (ONH) with 12 915 OCT-VF pairs. Using occlusion analysis, the contribution of each individual cube covering a 240 × 240 × 31.25 μm region of the ONH to the model's …


Contemporary Approach To Narrow Angles, Wesam Shamseldin Shalaby, Rohit Reddy, Reza Razeghinejad, L. Jay Katz Mar 2024

Contemporary Approach To Narrow Angles, Wesam Shamseldin Shalaby, Rohit Reddy, Reza Razeghinejad, L. Jay Katz

Wills Eye Hospital Papers

Glaucoma is the leading cause of irreversible blindness worldwide. Among all glaucoma types, primary angle closure glaucoma (PACG) affects approximately 23 million people worldwide, and is responsible for 50% of glaucoma-related blindness, highlighting the devastating consequences of this disease. The main mechanism of PACG is relative pupillary block. High-risk populations are female gender, Asian ethnicity, high hyperopia, short axial length, and a thick/anteriorly positioned lens. This review discusses the clinical diagnosis, classification, and management of patients with a narrow angle with and without intraocular pressure (IOP) elevation and glaucomatous optic nerve damage, including laser peripheral iridotomy (LPI), endocycloplasty (ECPL), lens …


Integrating Genetic Regulation And Single-Cell Expression With Gwas Prioritizes Causal Genes And Cell Types For Glaucoma, Andrew R Hamel, Wenjun Yan, John M Rouhana, Aboozar Monovarfeshani, Xinyi Jiang, Puja A Mehta, Jayshree Advani, Yuyang Luo, Qingnan Liang, Skanda Rajasundaram, Arushi Shrivastava, Katherine Duchinski, Sreekar Mantena, Jiali Wang, Tavé Van Zyl, Louis R Pasquale, Anand Swaroop, Puya Gharahkhani, Anthony P Khawaja, Stuart Macgregor, Rui Chen, Veronique Vitart, Joshua R Sanes, Janey L Wiggs, Ayellet V Segrè Jan 2024

Integrating Genetic Regulation And Single-Cell Expression With Gwas Prioritizes Causal Genes And Cell Types For Glaucoma, Andrew R Hamel, Wenjun Yan, John M Rouhana, Aboozar Monovarfeshani, Xinyi Jiang, Puja A Mehta, Jayshree Advani, Yuyang Luo, Qingnan Liang, Skanda Rajasundaram, Arushi Shrivastava, Katherine Duchinski, Sreekar Mantena, Jiali Wang, Tavé Van Zyl, Louis R Pasquale, Anand Swaroop, Puya Gharahkhani, Anthony P Khawaja, Stuart Macgregor, Rui Chen, Veronique Vitart, Joshua R Sanes, Janey L Wiggs, Ayellet V Segrè

Faculty, Staff and Students Publications

Primary open-angle glaucoma (POAG), characterized by retinal ganglion cell death, is a leading cause of irreversible blindness worldwide. However, its molecular and cellular causes are not well understood. Elevated intraocular pressure (IOP) is a major risk factor, but many patients have normal IOP. Colocalization and Mendelian randomization analysis of >240 POAG and IOP genome-wide association study (GWAS) loci and overlapping expression and splicing quantitative trait loci (e/sQTLs) in 49 GTEx tissues and retina prioritizes causal genes for 60% of loci. These genes are enriched in pathways implicated in extracellular matrix organization, cell adhesion, and vascular development. Analysis of single-nucleus RNA-seq …


The Benefits Of Medical Tetrahydrocannabinol On Glaucoma, Hunter Kane Jan 2024

The Benefits Of Medical Tetrahydrocannabinol On Glaucoma, Hunter Kane

Theses, Dissertations and Capstones

Introduction: This paper explores the potential therapeutic benefits of medical Tetrahydrocannabinol (THC) on glaucoma management, particularly in terms of intraocular pressure (IOP) reduction, ocular blood flow, and symptom management. Glaucoma, characterized by increased IOP and progressive optic nerve damage, is a leading cause of irreversible blindness. Current treatments focus on IOP control but may have inadequate efficacy or intolerable side effects, necessitating alternative approaches such as medical THC.

Methods: The study hypothesis posited that medical THC could significantly reduce IOP, enhance ocular blood flow, and improve symptom management in glaucoma patients. To test this hypothesis, a literature review supplemented by …


A Proposal For The Use Of A Fixed Low-Energy Selective Laser Trabeculoplasty For Open Angle Glaucoma, Zachary Sacks, L. Jay Katz, Gus Gazzard, Sarah H. Van Tassel, Eytan Z. Blumenthal, Fabian S. Lerner, Augusto Azuara-Blanco, Gregory John Roy Spooner, Yoram Solberg, Thomas Samuelson, Michael Belkin Jan 2024

A Proposal For The Use Of A Fixed Low-Energy Selective Laser Trabeculoplasty For Open Angle Glaucoma, Zachary Sacks, L. Jay Katz, Gus Gazzard, Sarah H. Van Tassel, Eytan Z. Blumenthal, Fabian S. Lerner, Augusto Azuara-Blanco, Gregory John Roy Spooner, Yoram Solberg, Thomas Samuelson, Michael Belkin

Wills Eye Hospital Papers

Selective laser trabeculoplasty (SLT) has been in routine clinical use for over 20 years with millions of patients successfully treated and a low rate of clinically significant complications. The procedure requires the clinician to manually position the laser beam on the trabecular meshwork using a gonioscopy lens and to titrate the SLT laser energy based on the amount of pigmentation in the angle, as well as the observation of small bubbles produced by the laser effect. We propose that SLT energy titration is unnecessary either to achieve intraocular pressure (IOP) reduction or to minimize potential side effects. Ample evidence to …


Bilateral Severe Iatrogenic Pigmentary Glaucoma Following Laser Treatment For Cosmetic Iris Color Change, Jiaru Liu, Salim Korban, Marlene R. Moster, Marc-André Rhéaume, Qianqian Wang Sep 2023

Bilateral Severe Iatrogenic Pigmentary Glaucoma Following Laser Treatment For Cosmetic Iris Color Change, Jiaru Liu, Salim Korban, Marlene R. Moster, Marc-André Rhéaume, Qianqian Wang

Wills Eye Hospital Papers

PURPOSE: We report a case of bilateral severe pigmentary glaucoma and paracentral acute middle maculopathy (PAMM) following laser treatment for iris color change.

OBSERVATIONS: A 32-year-old female presented to our emergency clinic after having undergone 4 sessions of bilateral cosmetic iris laser treatment in Turkey to lighten the color of her dark brown irides. Visual acuity was 20/150 in the right eye (OD) and counting fingers in the left eye (OS) at presentation. Intraocular pressures (IOP) were 50 mmHg in the right eye and 42 mmHg in the left eye, with 4+ free-floating pigmented cells in the anterior chamber. The …


Scar Formation In The Presence Of Mitomycin C And The Anti-Fibrotic Antibody In A Rabbit Model Of Glaucoma Microsurgery: A Pilot Study, Aakriti Garg Shukla, Tatyana Milman, Jolanta Fertala, Andrzej Steplewski, Andrzej Fertala Apr 2023

Scar Formation In The Presence Of Mitomycin C And The Anti-Fibrotic Antibody In A Rabbit Model Of Glaucoma Microsurgery: A Pilot Study, Aakriti Garg Shukla, Tatyana Milman, Jolanta Fertala, Andrzej Steplewski, Andrzej Fertala

Wills Eye Hospital Papers

Purpose: This study aimed to evaluate the utility of a rationally engineered antibody that directly blocks collagen fibrillogenesis to reduce scar tissue formation associated with subconjunctival glaucoma surgery.

Material and methods: Fourteen eyes of 7 adult rabbits underwent glaucoma filtering surgery using XEN 45 Gel Stent. The rabbits’ eyes were divided randomly into three treatment groups: (i) treated with the antibody, (ii) treated with mitomycin C, and (iii) treated with the antibody and mitomycin C. Following surgeries, the intraocular pressure and bleb appearance were evaluated in vivo. The rabbits were sacrificed 8 weeks after the surgery, and their eyes were …


Development And Implementation Of Telemetry Devices To Identify And Characterize Sources Of Intraocular Pressure Variability In Rats, Christina M. Nicou Mar 2023

Development And Implementation Of Telemetry Devices To Identify And Characterize Sources Of Intraocular Pressure Variability In Rats, Christina M. Nicou

USF Tampa Graduate Theses and Dissertations

Eye health depends partially on intraocular pressure (IOP) as abnormal levels can lead to ocular tissue damage. Glaucoma is a neurodegenerative disease that affects nearly 80 million people worldwide [1]. It is associated with elevated IOP, which can lead to irreversible blindness. Relatively little is known about IOP dynamics and the physiological factors that affect it as IOP is typically monitored using tonometry. Tonometry is a common tool used by clinicians and researchers to measure IOP noninvasively. It provides a good estimate of IOP mean but not variance because data collection takes time. Readings can also be influenced by subject …