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A Randomized Double-Masked Study Evaluating Safety And Efficacy Of A Novel Topical Cooling Device For Chronic Ocular Surface Pain, Anat Galor, Christopher Rapuano, Alice Epitropoulos, Jayne Weiss, Stephen Pflugfelder, Preeya Gupta, Deepinder Dhaliwal, Laura Periman, Bonnie An Henderson, Thanh T Nguyen, Chameen Samarawickrama, Helen Wu, Tomasz Stryjewski, James A Stefater, Mark Hinds, Pooja Bhindi, Cristos Ifantides 2026 The Texas Medical Center Library

A Randomized Double-Masked Study Evaluating Safety And Efficacy Of A Novel Topical Cooling Device For Chronic Ocular Surface Pain, Anat Galor, Christopher Rapuano, Alice Epitropoulos, Jayne Weiss, Stephen Pflugfelder, Preeya Gupta, Deepinder Dhaliwal, Laura Periman, Bonnie An Henderson, Thanh T Nguyen, Chameen Samarawickrama, Helen Wu, Tomasz Stryjewski, James A Stefater, Mark Hinds, Pooja Bhindi, Cristos Ifantides

Faculty, Staff and Students Publications

Introduction: No therapy is currently FDA approved to treat ocular pain. This study evaluated the safety and efficacy of a novel topical ocular cooling device for chronic ocular surface pain (COSP).

Methods: This was a prospective, randomized, double-masked, multicenter clinical feasibility study in adults aged 22-90 years with COSP. The intervention was a handheld device that applied cold temperatures to the conjunctival surface above the long ciliary nerves via two metallic contact surfaces at the 3 and 9 o'clock positions. Subjects were randomized 2:1 to a one-time, 4-min treatment with the active (frozen) or sham (refrigerated) device and followed for …


Investigating The Correlation Between Scleral Spur Angle And Intraocular Lens Tilt, Dylan McBee, Karim Kozhaya, Li Wang, Douglas D Koch, Allison J Chen, Mitchell P Weikert 2026 The Texas Medical Center Library

Investigating The Correlation Between Scleral Spur Angle And Intraocular Lens Tilt, Dylan Mcbee, Karim Kozhaya, Li Wang, Douglas D Koch, Allison J Chen, Mitchell P Weikert

Faculty, Staff and Students Publications

Purpose: To evaluate the correlation between the preoperative vertex-scleral spur angle (Vtx-SSA) and postoperative horizontal intraocular lens (IOL) tilt after routine cataract surgery.

Setting: Cullen Eye Institute, Baylor College of Medicine, Houston, Texas.

Design: Prospective case series.

Methods: This study enrolled patients who underwent uneventful phacoemulsification cataract extraction with IOL implantation. The Anterion and Eyestar 900 swept-source optical coherence tomographers (SS-OCTs) were used to determine Vtx-SSA and lens tilt (crystalline and IOL) measurements, respectively. Tilt vectors were decomposed into orthogonal, vertical, and horizontal components to explore preoperative correlations independently. The Pearson correlation coefficient and linear regression analysis were used to …


Oculocardiac Reflex Elicited From An Exenterated Orbit, Joseph DeSimone, Edward H. Bedrossian 2026 Sidney Kimmel Medical College

Oculocardiac Reflex Elicited From An Exenterated Orbit, Joseph Desimone, Edward H. Bedrossian

Wills Eye Hospital Papers

No abstract provided.


A Disorder-Aware Computational Framework To Identify Structurally Tractable Targets In Proliferative Vitreoretinopathy, Mak B. Djulbegovic, Nedym Hadzijahic, David J. Taylor Gonzalez, Michael Antonietti, Sidra Zafar, Ajay E. Kuriyan 2026 Thomas Jefferson University

A Disorder-Aware Computational Framework To Identify Structurally Tractable Targets In Proliferative Vitreoretinopathy, Mak B. Djulbegovic, Nedym Hadzijahic, David J. Taylor Gonzalez, Michael Antonietti, Sidra Zafar, Ajay E. Kuriyan

Wills Eye Hospital Papers

OBJECTIVE: Proliferative vitreoretinopathy (PVR) remains a major cause of failure after rhegmatogenous retinal detachment repair and lacks effective pharmacologic therapies. Although epithelial-mesenchymal transition (EMT) is central to PVR pathogenesis, the structural determinants governing the tractability of EMT regulators, particularly those involving intrinsic disorder, remain poorly defined. We developed a disorder-aware, artificial intelligence-enabled computational framework to evaluate EMT-associated proteins in PVR and prioritize structurally tractable regulators for structure-based targeting.

DESIGN: A computational, hypothesis-generating study employing an in silico screening and structural modeling pipeline.

SUBJECTS: No human subjects or biological specimens were included. The dataset comprised 25 EMT-associated proteins implicated in PVR, …


Efficacy Of Continuous Pegcetacoplan Treatment For Subfoveal Geographic Atrophy In Age-Related Macular Degeneration: 36-Month Results From Oaks, Derby, And Gale Open-Label Extension, Dilsher S. Dhoot, Sunir J. Garg, David M. Brown, Ivan J. Suñer, Ehsan Rahimy, David S. Boyer, Kineta Naidu, Chao Li, Caroline R. Baumal, Robyn H. Guymer 2026 Thomas Jefferson University

Efficacy Of Continuous Pegcetacoplan Treatment For Subfoveal Geographic Atrophy In Age-Related Macular Degeneration: 36-Month Results From Oaks, Derby, And Gale Open-Label Extension, Dilsher S. Dhoot, Sunir J. Garg, David M. Brown, Ivan J. Suñer, Ehsan Rahimy, David S. Boyer, Kineta Naidu, Chao Li, Caroline R. Baumal, Robyn H. Guymer

Wills Eye Hospital Papers

PURPOSE: To report efficacy of intravitreal pegcetacoplan treatment over 36 months in eyes with subfoveal geographic atrophy (GA).

PATIENTS AND METHODS: The GALE (NCT04770545) open-label extension trial adds 12 months of results to the 24-month Phase 3 OAKS (NCT03525613) and DERBY (NCT03525600) trials, representing up to 36 months of continuous pegcetacoplan treatment. They included a heterogeneous population of eyes with subfoveal GA (63%). Pegcetacoplan-treated eyes enrolling in GALE continued at the same interval of pegcetacoplan monthly (PM) or every other month (PEOM). Patients' eyes in sham monthly or every-other-month arms crossed over to receive pegcetacoplan in GALE at the same …


Multi-Grader Validation Of The Telemedicine Retinopathy Of Prematurity Severity Score, Harrison W. Pratt, Sarthak V. Shah, Cindy S. Zhao, Arthur R. Brant, Caroline R. Baumal, Cagri G. Besirli, Audina M. Berrocal, Kimberley A. Drenser, Anna L. Ells, Clio Armitage Harper, G. Baker Hubbard, Eric D. Nudleman, Polly Quiram, Irena Tsui, Edward Wood, Yoshihiro Yonekawa, Tatiana Rosenblatt, Jochen Kumm, Darius M. Moshfeghi 2026 Thomas Jefferson University

Multi-Grader Validation Of The Telemedicine Retinopathy Of Prematurity Severity Score, Harrison W. Pratt, Sarthak V. Shah, Cindy S. Zhao, Arthur R. Brant, Caroline R. Baumal, Cagri G. Besirli, Audina M. Berrocal, Kimberley A. Drenser, Anna L. Ells, Clio Armitage Harper, G. Baker Hubbard, Eric D. Nudleman, Polly Quiram, Irena Tsui, Edward Wood, Yoshihiro Yonekawa, Tatiana Rosenblatt, Jochen Kumm, Darius M. Moshfeghi

Wills Eye Hospital Papers

We aimed to statefully validate Retinopathy of Prematurity (ROP) grading by evaluating intergrader variability over age-matched simulated exams. In a prospective retinal photographic grading cohort study, both eyes of twenty patients with five images per eye per visit were graded by twelve expert graders across six weekly visits. For each eye visit, ROP experts graded the Zone, Stage, and Plus, from which the Telemedicine ROP Severity Score (tROP-SS) was calculated. Graders retained knowledge of prior assessments for a given eye and followed International Classification of ROP rules. Intergrader coefficient of variation (CoV) for Zone, Stage, Plus, and tROP-SS remained below …


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 2026 Thomas Jefferson University

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 …


Modalities Of Vision Restoration In Optic Neuropathies And Retinal Disease, Batsheva Rubin, Fabio Lavinsky, Rachel Cain, Ajay E. Kuriyan, Gadi Wollstein, Ronald Zambrano, Joel Schuman 2026 Thomas Jefferson University

Modalities Of Vision Restoration In Optic Neuropathies And Retinal Disease, Batsheva Rubin, Fabio Lavinsky, Rachel Cain, Ajay E. Kuriyan, Gadi Wollstein, Ronald Zambrano, Joel Schuman

Wills Eye Hospital Papers

Visual impairment affects over 250 million people globally and carries a significant psychosocial and economic burden. In recent years, rapid advancements in biomedical engineering and regenerative medicine have driven the development of innovative therapies aimed at restoring visual function. Here, we first provide an overview of the visual pathway, imaging modalities, and the psychosocial and economic burden of vision loss. Then we review four vision restoration approaches: gene and stem cell therapies, optogenetics, retinal prosthetic devices, and visual pathway electrical stimulation. For each therapeutic approach, the mechanism of action, clinical outcomes, adverse events, and current limitations are discussed. Stem cell …


Clinical Outcomes Of A Non-Diffractive Extended Depth Of Focus Intraocular Lens In Post-Refractive Eyes, Collin Olevson, John P. Berdahl, Tanner J. Ferguson 2026 University of South Dakota Sanford School of Medicine

Clinical Outcomes Of A Non-Diffractive Extended Depth Of Focus Intraocular Lens In Post-Refractive Eyes, Collin Olevson, John P. Berdahl, Tanner J. Ferguson

Scholarship Pathways Program

Clinical outcomes of a non-diffractive extended depth of focus intraocular lens in post-refractive eyes

 Collin Olevson, MD1 | John Berdahl, MD1,2 and Tanner Ferguson, MD1,2

1University of South Dakota Sanford School of Medicine, Vermillion, SD

2Vance Thompson Vision, Sioux Falls, SD

Introduction: Eyes with prior corneal refractive surgery (i.e laser-assisted in situ keratomileusis (LASIK) and photorefractive keratectomy (PRK)) pose challenges during cataract surgery due to altered corneal curvature. The AcrySof IQ Vivity intraocular lens (IOL) is a non-diffractive extended depth-of-focus (EDOF) IOL designed to provide a broader range of vision. Limited data exists on its …


Visual Outcomes And Quality Of Life In A Randomized Trial Of Topography-Guided Lasik With Novel Gis-Software Versus Wavefront Optimized Lasik, Elise V.H. Meide, Tanner J. Ferguson, John P. Berdahl, Vance M. Thompson, Daniel C. Terveen 2026 University of South Dakota Sanford School of Medicine

Visual Outcomes And Quality Of Life In A Randomized Trial Of Topography-Guided Lasik With Novel Gis-Software Versus Wavefront Optimized Lasik, Elise V.H. Meide, Tanner J. Ferguson, John P. Berdahl, Vance M. Thompson, Daniel C. Terveen

Scholarship Pathways Program

Visual Acuity and Quality of Life Results in a Randomized Trial of Topography-Guided with GIS-Software Versus Wavefront Optimized LASIK

Elise V.H. Meide, MD | Daniel C. Terveen, MD

Purpose: To compare post-operative visual acuity, refractive outcomes and patient-reported visual quality of life between topography-guided (TG) laser-assisted in situ keratomileusis (LASIK) with novel geographic imaging system (GIS) based software versus wavefront-optimized (WFO) LASIK. Main outcome measures included the rate of patients with uncorrected distance visual acuity (UDVA) of 20/16 or better 3 months post-operatively. Secondary and exploratory endpoints include best corrected visual acuity (BCVA), residual refractive error, low contrast visual acuity, …


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 2026 Thomas Jefferson University

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) …


Purine Metabolic Adaptation Protects The Endothelium From Disturbed Flow-Induced Dna Damage And Atherosclerosis, Qian Ma, Yongfeng Cai, Zhidan Zhang, Dingwei Zhao, Yuan Zhao, Peishan Xu, Tammy Lu, Wendy Zhang, Qiuhua Yang, Yaqi Zhou, Varadarajan Sudhahar, Tohru Fukai, Hanjoong Jo, Yiming Xu, Yuqing Huo 2026 The Texas Medical Center Library

Purine Metabolic Adaptation Protects The Endothelium From Disturbed Flow-Induced Dna Damage And Atherosclerosis, Qian Ma, Yongfeng Cai, Zhidan Zhang, Dingwei Zhao, Yuan Zhao, Peishan Xu, Tammy Lu, Wendy Zhang, Qiuhua Yang, Yaqi Zhou, Varadarajan Sudhahar, Tohru Fukai, Hanjoong Jo, Yiming Xu, Yuqing Huo

Faculty, Staff and Students Publications

Despite effective lipid-lowering therapies, atherosclerosis continues to be a leading cause of death, with considerable residual cardiovascular risk. Atherosclerotic lesions develop preferentially at arterial regions exposed to disturbed flow (d-flow), which induces genomic stress, endothelial injury, and barrier dysfunction. Hemodynamic forces are known to reprogram endothelial metabolism, but the role of de novo purine synthesis (DNPS), which supplies nucleotides for genome maintenance and whose terminal steps are catalyzed by the bifunctional enzyme ATIC, remains undefined in atherosclerosis. By integrating bulk and single-cell multiomics with in vitro flow systems and in vivo models, we show that d-flow upregulates DNPS and ATIC …


Mogad Is The Most Common Cause Of Isolated Optic Neuritis In Children, Chaitanya Aduru, Akansha Chandrasekar, Kyla Blasingame, Jonathan Rosen, Jesse M Levine, Karla Salazar, Madhuri Chilakapati, Rod Foroozan, Victoria Hardwick, Jonathan M Yarimi, Nikita Shukla, Timothy E Lotze, Kristen S Fisher, Alexander J Sandweiss 2026 The Texas Medical Center Library

Mogad Is The Most Common Cause Of Isolated Optic Neuritis In Children, Chaitanya Aduru, Akansha Chandrasekar, Kyla Blasingame, Jonathan Rosen, Jesse M Levine, Karla Salazar, Madhuri Chilakapati, Rod Foroozan, Victoria Hardwick, Jonathan M Yarimi, Nikita Shukla, Timothy E Lotze, Kristen S Fisher, Alexander J Sandweiss

Faculty, Staff and Students Publications

Objectives: The study aimed to characterize the clinical features, etiologies, and outcomes of isolated, first-time pediatric ON in the post-MOG-IgG era.

Methods: This was a single-center retrospective cohort study at Texas Children's Hospital of patients diagnosed with first-time ON between 2018-2024, with follow-up data collected through 2025. Inclusion criteria required monocular or binocular subacute vision loss with supportive paraclinical signs. Subjects were excluded if they had a prior history of demyelinating disease or extra-orbital demyelinating lesions on initial brain/spine MRI. Primary outcomes were the proportion of MOG-IgG seropositivity, retinal nerve fiber layer thickness, and visual acuity at onset and most …


Tropomyosin-Related Kinase Receptor Type B Agonism In Geographic Atrophy-The Translational Challenges From Preclinical Data To A First-In-Human Trial, David Brown, Oliver Zeitz, Clare Bailey, Sunir J. Garg, Karl Csaky, James Talks, Sobha Sivaprasad, Peter M. Benz, Rolf Herrmann, Remko A. Bakker, Sebastian Bandholtz, Ankit Mittal, Qihong Huang, Serge Kosobokovs, Gudrun Simons, Andrea Giani, Jochen Huber, Martin Gliem 2026 Thomas Jefferson University

Tropomyosin-Related Kinase Receptor Type B Agonism In Geographic Atrophy-The Translational Challenges From Preclinical Data To A First-In-Human Trial, David Brown, Oliver Zeitz, Clare Bailey, Sunir J. Garg, Karl Csaky, James Talks, Sobha Sivaprasad, Peter M. Benz, Rolf Herrmann, Remko A. Bakker, Sebastian Bandholtz, Ankit Mittal, Qihong Huang, Serge Kosobokovs, Gudrun Simons, Andrea Giani, Jochen Huber, Martin Gliem

Wills Eye Hospital Papers

OBJECTIVE: To report results of the first-in-human trial of intravitreal tropomyosin-related kinase receptor type B (TrkB) agonist BI 754132 in participants with geographic atrophy (GA). To discuss BI 754132 clinical data in the context of the preclinical findings and their translation into human data.

DESIGN: An open-label, uncontrolled, nonrandomized phase I trial (NCT04002310) assessing the safety, tolerability, and pharmacokinetics of BI 754132 in participants with GA supported by preclinical data.

PARTICIPANTS: Participants with GA recruited between July 2019 and August 2022 in the United States and UK.

METHODS: Clinical trial comprising a single rising dose (SRD) part (n = 15) …


Assessment Of Correctness, Content Omission, And Risk Of Harm In Large Language Model Responses To Ophthalmology Continuing Medical Education Questions, Jacqueline L. Chen, Amanda J. Lu, Rohan Verma, Li Wang, Douglas D. Koch, Allison J. Chen 2026 Thomas Jefferson University

Assessment Of Correctness, Content Omission, And Risk Of Harm In Large Language Model Responses To Ophthalmology Continuing Medical Education Questions, Jacqueline L. Chen, Amanda J. Lu, Rohan Verma, Li Wang, Douglas D. Koch, Allison J. Chen

SKMC Student Presentations and Publications

PURPOSE: To evaluate the accuracy and prose responses of 2 large language models (LLMs) to ophthalmology continuing medical education questions.

DESIGN: Question prompts and multiple choice (MC) answer options were input into the 2 LLMs, and responses were analyzed for accuracy and assessed for evidence of correctness, completeness, bias, and potential harm using a previously reported standardized rubric.

SUBJECTS: Basic and Clinical Science Course questions and MC answer options from the American Academy of Ophthalmology question bank were used as inputs into the 2 LLMs (ChatGPT-4 and Google Vertex's Gemini Pro 1.5).

METHODS: The MC responses were assessed for accuracy …


Immune Checkpoint Inhibitor-Associated Perioptic Neuritis, Neud Kiros, Alina Sinha, Anant Krishnan 2026 Corewell Health East Resident

Immune Checkpoint Inhibitor-Associated Perioptic Neuritis, Neud Kiros, Alina Sinha, Anant Krishnan

Conference Presentation Abstracts

Clinical History A 47-year-old male with history of stage IV gastric cancer on nivolumab presented with blurry vision worse at close distances. Binocular horizontal diplopia was found on exam. Fundus exam demonstrated 4+ disc edema and hemorrhage bilaterally. Recent head MRI was negative for leptomeningeal enhancement. MR venogram and MRI orbits with contrast were ordered as well as lumbar puncture. The patient’s next dose of immunotherapy was held. Opening pressure was normal, and MRV showed no evidence of dural sinus thrombosis. MRI of the orbits was positive for perioptic neuritis bilaterally, and the patient was started on a steroid taper …


Assessment Of Correctness, Content Omission, And Risk Of Harm In Large Language Model Responses To Ophthalmology Continuing Medical Education Questions, Jacqueline L Chen, Amanda J Lu, Rohan Verma, Li Wang, Douglas D Koch, Allison J Chen 2026 The Texas Medical Center Library

Assessment Of Correctness, Content Omission, And Risk Of Harm In Large Language Model Responses To Ophthalmology Continuing Medical Education Questions, Jacqueline L Chen, Amanda J Lu, Rohan Verma, Li Wang, Douglas D Koch, Allison J Chen

Faculty, Staff and Students Publications

Purpose: To evaluate the accuracy and prose responses of 2 large language models (LLMs) to ophthalmology continuing medical education questions.

Design: Question prompts and multiple choice (MC) answer options were input into the 2 LLMs, and responses were analyzed for accuracy and assessed for evidence of correctness, completeness, bias, and potential harm using a previously reported standardized rubric.

Subjects: Basic and Clinical Science Course questions and MC answer options from the American Academy of Ophthalmology question bank were used as inputs into the 2 LLMs (ChatGPT-4 and Google Vertex's Gemini Pro 1.5).

Methods: The MC responses were assessed for accuracy …


Convergence And Divergence Of Opinion About Treatment Of Binocular Vision Disorders Among Vision Care Professionals, Sonia Young 2026 Western Michigan University

Convergence And Divergence Of Opinion About Treatment Of Binocular Vision Disorders Among Vision Care Professionals, Sonia Young

Dissertations

There are three distinct professions prominent in the field of pediatric vision care. They are ophthalmology, optometry and orthoptics. All professions are integral to the detection and treatment of pediatric binocular vision disorders. However, distinct schools of thought exist to describe the best approach to pediatric binocular vision disorders and their treatments. Literature often highlights two opposing schools of thought represented by the “medical” and “behavioral” approaches. While there is academic debate about the merits and pitfalls of either approach, there is a paucity of nuanced perspectives which more closely resemble the ways in which pediatric ocular clinicians approach diagnosis …


Extrapulmonary Small Cell Carcinoma Presenting As Bilateral Papilledema, Hyponatremia, Encephalitis, Seizures, Crmp5-Igg Reactivity, And Prominent Anterior Tubular Perivascular Spaces, Ramsis Benjamin, Drew Thomas, Nina Mourao, J. Judd Fite, Brianna Woodliff, Shubhank Goyal 2026 The University of Texas Rio Grande Valley

Extrapulmonary Small Cell Carcinoma Presenting As Bilateral Papilledema, Hyponatremia, Encephalitis, Seizures, Crmp5-Igg Reactivity, And Prominent Anterior Tubular Perivascular Spaces, Ramsis Benjamin, Drew Thomas, Nina Mourao, J. Judd Fite, Brianna Woodliff, Shubhank Goyal

School of Medicine Publications

Background: Paraneoplastic syndromes that affect both the optic disc and the brain parenchyma typically harbor antibodies directed toward CV2/collapsin response-mediator protein 5 (anti-CRMP5), amphiphysin, Ma antigen 2 (Ma2/Ta), and Yo. The most common cancers linked to anti-CRMP5 antibodies include small-cell lung carcinoma (SCLC), followed by thymoma, renal cell carcinoma, and thyroid papillary carcinoma. A long-held belief explains papilledema as related to increased pressure within the subarachnoid space or the microvascular capillaries, but intracranial pressures within the normal standard range may exist in a person with a paraneoplastic syndrome and papilledema. The glymphatic system, a central waste-clearance conduit, may play a …


Deep Learning And Experimental Validation Of Brca1-Associated Protein-1 Missense Variant Pathogenicity In Uveal Melanoma, Nikhil Davé, David J. Taylor Gonzalez, Mak B. Djulbegovic, Linda A. Cernichiaro-Espinosa, Benjamin A. King, Carol L. Shields, Matthew W. Wilson 2026 Thomas Jefferson University

Deep Learning And Experimental Validation Of Brca1-Associated Protein-1 Missense Variant Pathogenicity In Uveal Melanoma, Nikhil Davé, David J. Taylor Gonzalez, Mak B. Djulbegovic, Linda A. Cernichiaro-Espinosa, Benjamin A. King, Carol L. Shields, Matthew W. Wilson

Wills Eye Hospital Papers

OBJECTIVE: To benchmark the pathogenicity predictions of AlphaMissense, a deep learning model, against high-throughput functional scores from saturation genome editing (SGE) for all experimentally tested BRCA1-associated protein-1 (BAP1) missense variants in uveal melanoma (UM).

DESIGN: Cross-sectional analytical study comparing computational predictions with experimentally derived functional classifications and clinical annotations.

SUBJECTS PARTICIPANTS AND/OR CONTROLS:  ClusteredAll 4619 BAP1 single amino acid substitutions profiled in a published Regularly Interspaced Short Palindromic Repeats-Cas9 SGE viability assay. No separate control cohort was required. Clinical Variant Database (ClinVar)-annotated variants within this set served as an independent reference.

METHODS: Saturation genome editing log2-fitness …


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