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Dong Y, Wang A. Health Management Service Models for the Elderly with Visual Impairment: A Scoping Review. J Multidiscip Healthc 2024; 17:2239-2250. [PMID: 38751666 PMCID: PMC11095522 DOI: 10.2147/jmdh.s463894] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Accepted: 05/04/2024] [Indexed: 05/18/2024] Open
Abstract
Background The incidence of visual impairment(VI) in older people is gradually increasing. This review aimed to summarise the evidence on existing health management models and strategies for older adults with VI to improve health-related and vision-related quality of life (QoL) in older people. Methods Based on the framework of the scoping review methodology of Arksey and O'Malley (2005), a comprehensive literature search of relevant literature published between January 2010 and June 2022 in PubMed, CINAHL, EMBASE, Web of Science, Cochrane Library, CNKI, VIP, Wanfang database, Sinomed and the grey literature. Results Finally, 31 articles were included. The health management model had a multidisciplinary team low vision rehabilitation model, medical consortium two-way management model, low vision community comprehensive rehabilitation model, medical consortium-family contract service model, screening-referral-follow-up model, and three-level low vision care model. The health management strategy covers nine aspects, the combination of multi-element strategies is feasible, and network information technology has also shown positive results. Conclusion In the future, under the Internet and hierarchical management model, we should provide demand-based personalized support to rationalize and scientifically achieve hierarchical management and improve resource utilization efficiency and eye health outcomes.
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Affiliation(s)
- Yu Dong
- The First Hospital of China Medical University, Shenyang, People’s Republic of China
| | - Aiping Wang
- The First Hospital of China Medical University, Shenyang, People’s Republic of China
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Wasser LM, Bear TM, Sommers M, Cassidy J, Muir KW, Williams AM. Barriers to Care Among Glaucoma Patients With a Missed Appointment and Interest in a Navigator Program. J Glaucoma 2024; 33:297-302. [PMID: 37974342 PMCID: PMC10954418 DOI: 10.1097/ijg.0000000000002330] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Accepted: 10/15/2023] [Indexed: 11/19/2023]
Abstract
PRCIS Most glaucoma patients with missed appointments report barriers to care and social risk factors. One third expressed interest in engaging with a patient navigator program. Most expressed interest in rescheduling. PURPOSE The purpose of this study was to identify barriers to care among glaucoma patients with missed appointments and to assess their interest in a patient navigator program. MATERIAL AND METHODS A cross-sectional study involving adult glaucoma patients from an academic eye center who missed their scheduled appointment between April 18 and July 25, 2022. Participants were surveyed about reasons for missed appointments, barriers to care, social risk factors, and interest in consulting with our patient navigator program. RESULTS Of 172 patients with a missed glaucoma appointment, 73% (126/172) were contacted, and 40% (51/126) of those completed the survey. Participant age averaged 67±14 years, half were female (25/51, 49%), and most identified as Black (27/51, 53%) or White (21/51, 40%). Barriers to seeing a doctor including difficulty scheduling appointments (13/51, 26%), transportation (12/51, 24%), and cost or insurance barriers (8/51, 16%). Twenty-eight (55%) respondents reported at least one social risk factor. A positive association was found between having at least one risk factor and expressing interest in consulting our patient navigator (odds ratio=6.7, P =0.009). Overall, a third of respondents expressed interest in engaging with our patient navigator program (17/51, 33%). Two thirds of participants reported awareness of missed appointments (34/51, 67%), of whom 35% (12/34) reported having already rescheduled, 41% (14/34) expressed interest in rescheduling, and 24% (8/34) did not wish to return. CONCLUSIONS Glaucoma patients with missed appointments report barriers to care and face social risk factors. Telephone outreach may help to re-engage them with care, and patients expressed interest in a patient navigator program to address social needs.
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Affiliation(s)
- Lauren M. Wasser
- Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
- Department of Ophthalmology, Shaare Zedek Medical Center Affiliated with the Hebrew University, Hadassah School of Medicine, Jerusalem, Israel
| | - Todd M. Bear
- Department of Behavioral and Community Health Sciences, Graduate School of Public Health, University of Pittsburgh; and Department of Family Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Matthew Sommers
- Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Julie Cassidy
- Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Kelly W. Muir
- Department of Ophthalmology, Duke University Medical Center, Durham, North Carolina; and Durham Veterans Affairs Medical Center, Health Services Research and Development, Durham, North Carolina
| | - Andrew M. Williams
- Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
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Zarnegar A, Cassidy J, Stone A, McGinnis-Thomas D, Wasser LM, Sahel JA, Williams AM. Effect of a Patient Navigator Program to Address Barriers to Eye Care at an Academic Ophthalmology Practice. JOURNAL OF ACADEMIC OPHTHALMOLOGY (2017) 2023; 15:e106-e111. [PMID: 38737150 PMCID: PMC10804762 DOI: 10.1055/s-0043-1768696] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Accepted: 04/04/2023] [Indexed: 05/14/2024]
Abstract
Purpose The aim of this study was to determine whether a patient navigator program can address patient-reported barriers to eye care and to understand patient perceptions of a patient navigator program in ophthalmology. Design This is a retrospective cohort study and cross-sectional patient survey. Subjects and Methods A cohort of patients was recruited from a single academic ophthalmology department in the Mid-Atlantic region. Patients included in the study had received referral to the patient navigator program in the first quarter of 2022. Our patient navigator program provided patients with resources to address barriers to care such as transportation and financial assistance. Outcomes of the study included indications for referral, case resolution rate, and patient satisfaction. Results In total, 130 referrals for 125 adult patients were included. The mean ± standard deviation age was 59 ± 17 years, 54 (44%) were male, 77 were white (62%), and 17 patients (14%) were uninsured. Common reasons for referral were transportation (52, 40%), insurance (34, 26%), and financial assistance (18, 14%). Among the 130 cases referred, 127 (98%) received an intervention from the patient navigator, who was able to resolve the referring issue in 90% of cases (117/130). Among 113 patients contacted for a follow-up telephone survey, 56 (50%) responded. Patients rated the program highly at a mean Likert rating of 4.87 out of 5. Moreover, 72% (31/43) of respondents stated their interactions with the patient navigator assisted them with taking care of their eyes. Conclusions A patient navigator program can address barriers to eye care by connecting patients with community resources.
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Affiliation(s)
- Arman Zarnegar
- Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Julie Cassidy
- Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Andre Stone
- Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Dana McGinnis-Thomas
- Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Lauren M. Wasser
- Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
- Department of Ophthalmology, Shaare Zedek Medical Center, Jerusalem, Israel
| | - José-Alain Sahel
- Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Andrew M. Williams
- Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
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Berchuck SI, Jammal AA, Page D, Somers TJ, Medeiros FA. A Framework for Automating Psychiatric Distress Screening in Ophthalmology Clinics Using an EHR-Derived AI Algorithm. Transl Vis Sci Technol 2022; 11:6. [PMID: 36180026 PMCID: PMC9547354 DOI: 10.1167/tvst.11.10.6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Accepted: 09/14/2022] [Indexed: 11/24/2022] Open
Abstract
Purpose In patients with ophthalmic disorders, psychosocial risk factors play an important role in morbidity and mortality. Proper and early psychiatric screening can result in prompt intervention and mitigate its impact. Because screening is resource intensive, we developed a framework for automating screening using an electronic health record (EHR)-derived artificial intelligence (AI) algorithm. Methods Subjects came from the Duke Ophthalmic Registry, a retrospective EHR database for the Duke Eye Center. Inclusion criteria included at least two encounters and a minimum of 1 year of follow-up. Presence of distress was defined at the encounter level using a computable phenotype. Risk factors included available EHR history. At each encounter, risk factors were used to discriminate psychiatric status. Model performance was evaluated using area under the receiver operating characteristic (ROC) curve and area under the precision-recall curve (PR AUC). Variable importance was presented using odds ratios (ORs). Results Our cohort included 358,135 encounters from 40,326 patients with an average of nine encounters per patient over 4 years. The ROC and PR AUC were 0.91 and 0.55, respectively. Of the top 25 predictors, the majority were related to existing distress, but some indicated stressful conditions, including chemotherapy (OR = 1.36), esophageal disorders (OR = 1.31), central pain syndrome (OR = 1.25), and headaches (OR = 1.24). Conclusions Psychiatric distress in ophthalmology patients can be monitored passively using an AI algorithm trained on existing EHR data. Translational Relevance When paired with an effective referral and treatment program, such algorithms may improve health outcomes in ophthalmology.
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Affiliation(s)
| | - Alessandro A. Jammal
- Duke Eye Center and Department of Ophthalmology, Duke University, Durham, NC, USA
| | - David Page
- Department of Biostatistics and Bioinformatics, Duke University, Durham, NC, USA
| | - Tamara J. Somers
- Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC, USA
| | - Felipe A. Medeiros
- Duke Eye Center and Department of Ophthalmology, Duke University, Durham, NC, USA
- Department of Biostatistics and Bioinformatics, Duke University, Durham, NC, USA
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Williams AM, Sahel JA. Addressing Social Determinants of Vision Health. Ophthalmol Ther 2022; 11:1371-1382. [PMID: 35674883 PMCID: PMC9174922 DOI: 10.1007/s40123-022-00531-w] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Accepted: 05/16/2022] [Indexed: 11/26/2022] Open
Abstract
Social determinants of health encompass the quality of an individual’s social and physical environment and its effect on health outcomes. Disparities in these social and environmental factors have a significant role in vision health disparities and inequity in eye care. In this review, we discuss how disparities in visual impairment and eye care utilization are affected by each of the five core domains of social determinants of health, namely economic stability (income, employment, and food security), education (education level and health literacy), health care access (insurance and medical costs), neighborhood environment (housing conditions, home ownership, pollution, and crime), and social context (race and racism). Moreover, we describe a framework by which ophthalmologists can take action to address social determinants of vision health. These actionable strategies are guided by recommendations from the National Academies of Sciences, Engineering, and Medicine and have five complementary components to address social needs: awareness (screening for social needs), assistance (connecting patients with social care resources), adjustment (altering clinical care in recognition of social needs), alignment (understanding social assets and collaborating with community organizations), and advocacy (promoting policies to address social needs). Addressing social determinants of health is complex but achievable through collaborative strategies. Ophthalmologists have an important leadership role in addressing eye care disparities by taking action on underlying social determinants of vision health.
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Affiliation(s)
- Andrew M Williams
- Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
| | - José-Alain Sahel
- Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
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Leiby BE, Hegarty SE, Zhan T, Myers JS, Katz LJ, Haller JA, Waisbourd M, Burns C, Divers M, Molineaux J, Henderer J, Brodowski C, Hark LA. A Randomized Trial to Improve Adherence to Follow-up Eye Examinations Among People With Glaucoma. Prev Chronic Dis 2021; 18:E52. [PMID: 34014814 PMCID: PMC8139485 DOI: 10.5888/pcd18.200567] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Introduction Appointment nonadherence is common among people with glaucoma, making it difficult for eye care providers to monitor glaucoma progression. Our objective was to determine whether the use of patient navigators, in conjunction with social worker support, could increase adherence to recommended follow-up eye appointments. Methods A randomized, controlled trial evaluated the effectiveness of an intervention that used patient navigators and social workers to improve patient adherence to follow-up eye care compared with usual care. Participants with glaucoma and other eye diseases (N = 344) were identified at primary care clinics in community settings through telemedicine screening of imaging and then randomized to enhanced intervention (EI) or usual care (UC). Data on participants’ visits with local ophthalmologists were collected for up to 3 years from randomization. Groups were compared for timely attendance at the first visit with the local ophthalmologist and adherence to recommended follow-up visits. Results Timely attendance at the first visit was higher for EI than UC (74.4% vs 39.0%; average relative risk [aRR] = 1.85; 95% CI, 1.51–2.28; P < .001). Rates of adherence to recommended annual follow-up during year 1 were 18.6% in the EI group and 8.1% in the usual care group (aRR = 2.08; 95% CI, 1.14–3.76; P = .02). The aRR across years 2 and 3 was 3.92 (95% CI, 1.24–12.43; P = .02). Conclusion An intervention using patient navigators and social workers doubled the rate of adherence to annual recommended follow-up eye care compared with usual care in community settings, and was effective at increasing connections with local ophthalmologists. Interventions to further improve long-term adherence are needed.
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Affiliation(s)
- Benjamin E Leiby
- Thomas Jefferson University, Sidney Kimmel Medical College, Department of Pharmacology and Experimental Therapeutics, Division of Biostatistics, Philadelphia, Pennsylvania
| | - Sarah E Hegarty
- Thomas Jefferson University, Sidney Kimmel Medical College, Department of Pharmacology and Experimental Therapeutics, Division of Biostatistics, Philadelphia, Pennsylvania
| | - Tingting Zhan
- Thomas Jefferson University, Sidney Kimmel Medical College, Department of Pharmacology and Experimental Therapeutics, Division of Biostatistics, Philadelphia, Pennsylvania
| | - Jonathan S Myers
- Wills Eye Hospital, Glaucoma Research Center, Philadelphia, Pennsylvania.,Thomas Jefferson University, Sidney Kimmel Medical College, Department of Ophthalmology, Philadelphia, Pennsylvania.,Glaucoma Service, Wills Eye Hospital, 840 Walnut St, Ste 1110, Philadelphia PA 19107.
| | - L Jay Katz
- Wills Eye Hospital, Glaucoma Research Center, Philadelphia, Pennsylvania.,Thomas Jefferson University, Sidney Kimmel Medical College, Department of Ophthalmology, Philadelphia, Pennsylvania
| | - Julia A Haller
- Thomas Jefferson University, Sidney Kimmel Medical College, Department of Ophthalmology, Philadelphia, Pennsylvania.,Wills Eye Hospital, Office of the Ophthalmologist-in-Chief, Philadelphia, Pennsylvania
| | - Michael Waisbourd
- Department of Ophthalmology, Tel Aviv Medical Center, affiliated with the Sackler Faculty of Medicine, Tel Aviv University, Israel
| | - Christine Burns
- Wills Eye Hospital, Glaucoma Research Center, Philadelphia, Pennsylvania
| | - Meskerem Divers
- Wills Eye Hospital, Glaucoma Research Center, Philadelphia, Pennsylvania
| | - Jeanne Molineaux
- Wills Eye Hospital, Glaucoma Research Center, Philadelphia, Pennsylvania
| | - Jeffrey Henderer
- Temple University School of Medicine, Department of Ophthalmology, Philadelphia, Pennsylvania
| | - Charles Brodowski
- Wills Eye Hospital, Glaucoma Research Center, Philadelphia, Pennsylvania
| | - Lisa A Hark
- Wills Eye Hospital, Glaucoma Research Center, Philadelphia, Pennsylvania.,Columbia University Irving Medical Center, Department of Ophthalmology, New York, New York
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Sousa H, Oliveira J, Figueiredo D, Ribeiro O. The clinical utility of the Distress Thermometer in non-oncological contexts: A scoping review. J Clin Nurs 2021; 30:2131-2150. [PMID: 33555631 DOI: 10.1111/jocn.15698] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Revised: 01/18/2021] [Accepted: 01/29/2021] [Indexed: 12/22/2022]
Abstract
AIMS To assess the clinical utility of the Distress Thermometer (DT) in non-cancer populations. METHODS The search was performed between the 6th and the 18th of April 2020, on the following databases: Web of Science (all databases included), Scopus and Science Direct. One last update was performed on 5 June 2020. The findings were reported using the PRISMA-ScR. RESULTS Fifty-three studies were included. Overall results indicated that this tool has been used in several contexts and populations (clinical and non-clinical). The DT is highly accessible, suitable and relevant for health professionals and/or researchers who aim to use it as a distress screening tool, particularly in patients with chronic physical conditions. Assumptions about its practicality and acceptability in non-oncology care should be made with caution since few studies have explored the psychometric qualities of this instrument, the completers' perceptions about completing the DT and the perceptions of health professionals who administer the tool. CONCLUSIONS This lack of information undermines conclusions about the overall clinical utility of the DT as a screening tool for distress in individuals who do not have cancer. IMPLICATIONS FOR PRACTICE Future research should aim to fill this gap and investigate the psychometric qualities of the DT through validation studies and, thus, increase the rigour of its application and clinical utility in non-oncological contexts.
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Affiliation(s)
- Helena Sousa
- Center for Health Technology and Services Research (CINTESIS.UA), School of Health Sciences, University of Aveiro (Campus Universitário de Santiago), Aveiro, Portugal
| | - Jaime Oliveira
- Department of Education and Psychology, Center for Health Technology and Services Research (CINTESIS.UA), University of Aveiro (Campus Universitário de Santiago), Aveiro, Portugal
| | - Daniela Figueiredo
- Center for Health Technology and Services Research (CINTESIS.UA), School of Health Sciences, University of Aveiro (Campus Universitário de Santiago), Aveiro, Portugal
| | - Oscar Ribeiro
- Department of Education and Psychology, Center for Health Technology and Services Research (CINTESIS.UA), University of Aveiro (Campus Universitário de Santiago), Aveiro, Portugal
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Hark LA, Radakrishnan A, Madhava M, Anderson-Quiñones C, Fudemberg S, Robinson D, Myers JS, Zhan T, Adeghate J, Hegarty S, Leite S, Leiby BE, Stempel S, Katz LJ. Awareness of ocular diagnosis, transportation means, and barriers to ophthalmology follow-up in the Philadelphia Telemedicine Glaucoma Detection and Follow-up Study. SOCIAL WORK IN HEALTH CARE 2019; 58:651-664. [PMID: 31120381 DOI: 10.1080/00981389.2019.1614711] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/13/2018] [Revised: 03/15/2019] [Accepted: 04/22/2019] [Indexed: 06/09/2023]
Abstract
Purpose: The purpose of this study was to assess factors affecting follow-up eye care in participants enrolled in the Philadelphia Telemedicine Glaucoma Detection and Follow-up Study, such as awareness of ocular diagnosis, availability of transportation methods, and reasons for missing eye care appointments. Methods: The sample included 172 participants who were randomized to the intervention group and contacted by the social worker. Results: A total of 155 participants completed the assessment form, which was used as an instrument to assess factors affecting adherence to follow-up eye care. The main reasons for missing eye exam appointments were feeling ill (38.1%, n = 59) and forgetting the appointment (34.2%, n = 53). In addition, 45 (29.2%) participants were unaware of or did not comprehend the severity of their ocular diagnosis. Common methods of transportation included public transportation (31.6%, n = 49), driving (29.7%, n = 46), and being driven (27.7%, n = 43) to their appointment. Conclusion: These results suggest that individuals in need of eye care may benefit from additional assistance of a social worker regarding ongoing eye exam appointment reminders and in-depth explanation of their ocular diagnosis.
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Affiliation(s)
- Lisa A Hark
- a Wills Eye Hospital, Glaucoma Research Center , Philadelphia , PA , USA
- b Department of Ophthalmology , Columbia University Irving Medical Center , New York , NY , USA
| | - Anjithaa Radakrishnan
- c Sidney Kimmel Medical College, Thomas Jefferson University , Philadelphia , PA , USA
| | - Malika Madhava
- c Sidney Kimmel Medical College, Thomas Jefferson University , Philadelphia , PA , USA
| | - Catherine Anderson-Quiñones
- a Wills Eye Hospital, Glaucoma Research Center , Philadelphia , PA , USA
- c Sidney Kimmel Medical College, Thomas Jefferson University , Philadelphia , PA , USA
| | - Scott Fudemberg
- a Wills Eye Hospital, Glaucoma Research Center , Philadelphia , PA , USA
- c Sidney Kimmel Medical College, Thomas Jefferson University , Philadelphia , PA , USA
| | - Debra Robinson
- a Wills Eye Hospital, Glaucoma Research Center , Philadelphia , PA , USA
| | - Jonathan S Myers
- a Wills Eye Hospital, Glaucoma Research Center , Philadelphia , PA , USA
- c Sidney Kimmel Medical College, Thomas Jefferson University , Philadelphia , PA , USA
| | - Tingting Zhan
- d Department of Pharmacology and Experimental Therapeutics, Division of Biostatistics , Thomas Jefferson University , Philadelphia , PA , USA
| | - Jennifer Adeghate
- e Department of Ophthalmology , Weill Cornell Medical College , New York , NY , USA
| | - Sarah Hegarty
- d Department of Pharmacology and Experimental Therapeutics, Division of Biostatistics , Thomas Jefferson University , Philadelphia , PA , USA
| | - Stela Leite
- a Wills Eye Hospital, Glaucoma Research Center , Philadelphia , PA , USA
| | - Benjamin E Leiby
- d Department of Pharmacology and Experimental Therapeutics, Division of Biostatistics , Thomas Jefferson University , Philadelphia , PA , USA
| | - Stella Stempel
- b Department of Ophthalmology , Columbia University Irving Medical Center , New York , NY , USA
| | - L Jay Katz
- a Wills Eye Hospital, Glaucoma Research Center , Philadelphia , PA , USA
- c Sidney Kimmel Medical College, Thomas Jefferson University , Philadelphia , PA , USA
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