Publications

Ahmed SF, McDermott KC, Burge WK, Ahmed IIK, Varma DK, Liao YJ, Crandall AS, Khaderi SKR. Visual function, digital behavior and the vision performance index. Clin Ophthalmol. 2018;12:2553-2561
https://doi.org/10.2147/OPTH.S187131
Ocular Tolerance of Contemporary Electronic Display Devices Andrew J. Clark, PhD; Paul Yang, BS; Khizer R. Khaderi, MD, MPH; Andrew A. Moshfeghi, MD, MBA. Ophthalmic Surgery, Lasers and Imaging Retina. 2018;49(5):346-354 https://doi.org/10.3928/23258160-20180501-08
Yuan J, Mansouri B, Pettey JH, Ahmed SF, Khaderi SK (2018) The Visual Effects Associated with Head-Mounted Displays. Int J Ophthalmol Clin Res 5:085. doi.org/10.23937/2378-346X/1410085

Publications
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High Altitude as a Risk Factor for the Development of Nonarteritic Anterior Ischemic Optic Neuropathy.
Journal of neuro-ophthalmology : the official journal of the North American Neuro-Ophthalmology Society
2022
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Abstract
Episodic high-altitude exposure leads to optic disc edema and retinopathy. It is uncertain whether high-altitude exposure is a risk factor for nonarteritic anterior ischemic optic neuropathy (NAION).We performed a single-center, retrospective, cross-sectional case study of 5 patients with high-altitude-associated NAION (HA-NAION) from April 2014 to April 2019. Main study parameters included known vascular risk factors for NAION, evolution of visual acuity, visual field, optic disc, and macula measurements.We studied 5 eyes of 5 patients with HA-NAION that occurred at 7,000-9,000 ft above sea level, 28 patients with classic NAION that developed at sea level (normal altitude NAION or NA-NAION), and 40 controls. All 5 patients with HA-NAION had clinically confirmed NAION by a neuro-ophthalmologist within 3-21 days of onset and comprehensive follow-up evaluations (average follow-up of 23 months). Other than high-altitude exposure, 4 of 5 patients had undiagnosed obstructive sleep apnea (OSA, apnea-hypopnea index 5.4-22.2) and 1 had systemic vascular risk factors. All patients had disc-at-risk in the contralateral eye. The best-corrected distance visual acuity was 20/20 to 20/70 (median logMAR 0) at presentation and 20/70 to counting finger (median logMAR 0) at ≥6 months. Automated static perimetry revealed average mean deviation of -18.6 dB at presentation and -22.1 dB at ≥6 months. The average retinal nerve fiber layer was 244 µm (80-348 µm) at onset and 59 µm (55-80 µm) at ≥6 months. The average ganglion cell complex thickness was 50 µm (43-54 µm) at onset and 52 µm (50-55 µm) at ≥6 months. The patients with OSA were started on home continuous positive airway pressure treatment. Visual outcomes were similar in patients with HA-NAION and NA-NAION. - After addressing all NAION risk factors, no new events occurred in the HA-NAION group within 2-8 years with or without repeat high-altitude exposure.NAION can occur under high-altitude conditions. HA-NAION is associated with relatively younger age at onset, disc-at-risk, and OSA. These patients exhibit a relatively progressive course of vision loss after initial onset and severe thinning of optic nerves on optical coherence tomography. Treatment for OSA is recommended, especially with repeated high-altitude exposure.
View details for DOI 10.1097/WNO.0000000000001629
View details for PubMedID 36166787
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Immunoprofiling of Nonarteritic Anterior Ischemic Optic Neuropathy.
Translational vision science & technology
2021; 10 (8): 17
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Abstract
Purpose: Nonarteritic anterior ischemic optic neuropathy (NAION) is a common acute optic neuropathy in those older than 50 years. There is no blood diagnostic test or efficient treatment for NAION. We investigated the suitability of blood inflammatory proteins as biomarkers and therapeutic targets of NAION.Methods: We conducted an exploratory, cross-sectional case-control study including 18 patients with NAION (n = 5 acute, and n = 13 chronic) and 9 controls. NAION was confirmed by clinical examination and optical coherence tomography. Subjects underwent peripheral blood collection; plasma was isolated within 2 hours and analyzed using a 76-plex array of cytokines, chemokines, and growth factors.Results: In acute NAION, there was increased peripapillary retinal thickness on optical coherence tomography consistent with optic disc edema. Plasma profiling revealed dramatic changes in inflammatory proteins in NAION. Statistical analysis generated a list of 20 top-ranked molecules in NAION, with 15% overlap in acute and chronic NAION. Principal component analysis, hierarchical clustering, and Spearman correlation generally segregated controls, acute and chronic NAION, with some overlap. Longitudinal data from one patient demonstrated an evolving inflammatory pattern from acute to chronic NAION. In acute NAION, Eotaxin-3, MCP-2, TPO, and TRAIL were the top biomarker candidates. In chronic NAION, IL-1alpha and CXCL10 emerged as the strongest therapeutic targets.Conclusions: Post-NAION inflammation occurs in both acute and chronic NAION. Statistical analysis of plasma profile changes generated a list of 20 potential biomarker and therapeutic targets of NAION.Translational Relevance: We identified blood molecular targets to improve NAION diagnosis and treatment.
View details for DOI 10.1167/tvst.10.8.17
View details for PubMedID 34264294
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Multimodal Imaging Features of Optic Disc Drusen.
American journal of ophthalmology
2021
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Abstract
PURPOSE: Identify key en face multimodal imaging features of optic disc drusen (ODD).DESIGN: Retrospective cross-sectional study.METHODS: .SETTING: Single academic center.PATIENT OR STUDY POPULATION: 786 patients (age 10-82 years) with diagnostic codes for ODD or the term "optic disc drusen" in clinical notes extracted using natural language processing.INTERVENTION OR OBSERVATION PROCEDURES: Color fundus image, green-light and blue-light fundus autofluorescence (FAF), near-infrared reflectance (NIR), and enhanced-depth imaging optical coherence tomography (EDI-OCT).MAIN OUTCOME MEASURES: Ophthalmic imaging characteristics and sensitivity of en face imaging compared with EDI-OCT.RESULTS: 38 (61 eyes) of 786 patients had high-quality EDI-OCT and en face multimodal imaging. Green-light FAF had the highest sensitivity (96.8%) and showed homogeneously hyperautofluorescence while blue-light FAF differentiated superficial and deep ODD by the heterogeneous brightness of FAF. Blue-light FAF (93.5%) and NIR (91.8%) were also sensitive and provided important features including the location, size, and depth of ODD and morphology of the optic disc and ODD-associated features such as horizontal hyperreflective lines and peripapillary hyperreflective ovoid mass-like structures (PHOMS), respectively. Color fundus imaging had the lowest sensitivity (82%). There was good inter-rater reliability for all en face imaging modalities (P < .0001 for all).CONCLUSIONS: Green-light FAF had the highest sensitivity in diagnosis of ODD, while blue-light FAF and NIR provided more information regarding the severity, location, depth, and size of ODD. In eyes that are negative on green-light FAF, EDI-OCT can be performed and provides the highest-resolution characterization of the entire optic disc to rule out ODD.
View details for DOI 10.1016/j.ajo.2020.12.023
View details for PubMedID 33485838
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The Project Baseline Health Study: a step towards a broader mission to map human health
NPJ DIGITAL MEDICINE
2020; 3 (1): 84
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Abstract
The Project Baseline Health Study (PBHS) was launched to map human health through a comprehensive understanding of both the health of an individual and how it relates to the broader population. The study will contribute to the creation of a biomedical information system that accounts for the highly complex interplay of biological, behavioral, environmental, and social systems. The PBHS is a prospective, multicenter, longitudinal cohort study that aims to enroll thousands of participants with diverse backgrounds who are representative of the entire health spectrum. Enrolled participants will be evaluated serially using clinical, molecular, imaging, sensor, self-reported, behavioral, psychological, environmental, and other health-related measurements. An initial deeply phenotyped cohort will inform the development of a large, expanded virtual cohort. The PBHS will contribute to precision health and medicine by integrating state of the art testing, longitudinal monitoring and participant engagement, and by contributing to the development of an improved platform for data sharing and analysis.
View details for DOI 10.1038/s41746-020-0290-y
View details for Web of Science ID 000538242900001
View details for PubMedID 32550652
View details for PubMedCentralID PMC7275087
- Vision loss in optic disc drusen correlates with increased macular vessel diameter and flux and reduced peripapillary vascular density American Journal of Ophthalmology 2020

Publications
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Empowering optometrists with evidence: The American Academy of Optometry and Cochrane Eyes and Vision Educational Program.
Optometry and vision science : official publication of the American Academy of Optometry
2024; 101 (10): 615-617
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View details for DOI 10.1097/OPX.0000000000002198
View details for PubMedID 39480127
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Accommodative and Vergence Responses to a Moving Stimulus in Concussion.
Investigative ophthalmology & visual science
2024; 65 (12): 45
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Abstract
Concussed adolescents often report visual symptoms, especially for moving targets, but the mechanisms resulting in oculomotor deficits remain unclear. We objectively measured accommodative and vergence responses to a moving target in concussed adolescents and controls.Thirty-two symptomatic concussed participants (mean age, 14.4 ± 2.6 years; mean days since concussion, 107 days; range, 36-273 days) and 32 healthy controls (mean age, 12.7 ± 2.1 years) viewed a movie binocularly (closed-loop) and monocularly (vergence open-loop), as well as a Difference of Gaussians (DoG) target binocularly (accommodation open-loop). The movie or DoG target sinusoidally moved toward and away from participants at a 0.1-hertz (Hz) frequency at four separate stimulus amplitudes (1.50 diopters [D], 1.00 D, 0.50 D, 0.25 D) around a 2.50-D midpoint. Accommodation and vergence were continuously measured at 50 Hz using the PowerRef 3. Fourier analysis was used to assess the response amplitudes at the 0.1-Hz frequency. A 2 × 3 analysis of variance with the factors group (concussed, control) and viewing condition (binocular, monocular, DoG) was conducted on response amplitudes.Across groups, accommodative and vergence responses were significantly higher in binocular than monocular conditions (P < 0.001), but not DoG conditions. Compared to controls, concussed participants had significantly reduced monocular accommodative responses (P < 0.012; e.g., at 1.50 D, controls = 1.09 ± 0.47 D and concussed = 0.80 ± 0.36 D, P = 0.011). No group differences were observed for vergence responses in any viewing condition.Accommodative and vergence responses to the moving target were largely driven by disparity cues for both groups, with only minimal improvements in the presence of additional blur cues. Concussed participants showed reduced accommodative responses to a 0.1-Hz stimulus in monocular conditions, indicating mild accommodative deficits in the absence of disparity cues.
View details for DOI 10.1167/iovs.65.12.45
View details for PubMedID 39475939
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One-year follow-up of clinical convergence measures in children enrolled in the Convergence Insufficiency Treatment Trial-Attention and Reading Trial.
Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians (Optometrists)
2024
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Abstract
To assess the long-term stability of clinical measures of convergence (near point of convergence [NPC] and positive fusional vergence [PFV]) in participants enrolled in the Convergence Insufficiency Treatment Trial-Attention and Reading Trial (CITT-ART) who received 16 weeks of office-based vergence/accommodative therapy.A total of 310 children, 9-14 years old, with symptomatic convergence insufficiency were enrolled in CITT-ART. Some 270 completed both their 16-week primary outcome visit followed by a 1-year follow-up visit. Of those 270, 181 (67%) were randomised to the vergence/accommodative therapy. Of the 181 in the vergence/accommodative group, 121 (67%) reported not receiving any additional treatment after the 16-week primary outcome visit. The mean change in NPC, PFV and percentages of children classified by the predetermined success criteria of convergence (normal NPC [<6 cm] and/or improved by ≥4 cm; normal PFV [passing Sheard's criterion and base-out break >15Δ] and/or improved by ≥10Δ) were compared at the 16-week primary outcome visit and 1 year later.Of the 121 who returned for their 1-year follow-up visit, there was no significant change in mean adjusted NPC (reduction of -0.2 cm; 95% CI: -1.0 to 0.5 cm) at 1 year. There was a statistically significant decrease in mean-adjusted PFV (-4.7∆; 95% CI: -6.5 to -2.8Δ) at 1 year. There were similar percentages of participants classified as 'normal' (p = 0.30), 'normal and/or improved' (p > 0.50) and 'normal and improved' (p > 0.14) based on NPC and PFV at the 1-year visit compared with the 16-week primary outcome visit.The improvements in NPC and PFV following 16 weeks of vergence/accommodative therapy (with no reported additional treatment thereafter) in children with symptomatic convergence insufficiency persisted 1-year post-treatment.
View details for DOI 10.1111/opo.13378
View details for PubMedID 39141379
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Vergence and accommodation deficits in paediatric and adolescent patients during sub-acute and chronic phases of concussion recovery.
Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians (Optometrists)
2024
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Abstract
Visual function deficits have been reported in adolescents following concussion. We compared vergence and accommodation deficits in paediatric and adolescent patients at a tertiary medical centre in the sub-acute (15 days to 12 weeks) and chronic (12 weeks to 1 year) phases of concussion recovery.The study included patients aged 7 to <18 years seen between 2014 and 2021, who had a binocular vision (BV) examination conducted within 15 days and 1 year of their concussion injury. Included patients had to have 0.10 logMAR monocular best-corrected vision or better in both eyes and be wearing a habitual refractive correction. BV examinations at near included measurements of near point of convergence, convergence and divergence amplitudes, vergence facility, monocular accommodative amplitude and monocular accommodative facility. Vergence and accommodation deficits were diagnosed using established clinical criteria. Group differences were assessed using nonparametric statistics and ANCOVA modelling.A total of 259 patients were included with 111 in the sub-acute phase and 148 in the chronic phase of concussion recovery. There was no significant difference in the rates of vergence deficits between the two phases of concussion recovery (sub-acute = 48.6%; chronic = 49.3%). There was also no significant difference in the rates of accommodation deficits between the two phases of concussion recovery (sub-acute = 82.0%; chronic = 77.0%).Patients in both the sub-acute and chronic phases of concussion recovery exhibited a high frequency of vergence and accommodation deficits, with no significant differences between groups. Results indicate that patients exhibiting vision deficits in the sub-acute phase may not resolve without intervention, though a prospective, longitudinal study is required to test the hypothesis.
View details for DOI 10.1111/opo.13346
View details for PubMedID 38853693
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Prescribing Patterns for Children with Astigmatism
ASSOC RESEARCH VISION OPHTHALMOLOGY INC. 2024
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View details for Web of Science ID 001313316205143