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Hays RD, Tarver ME, Eydelman M, Spaeth GL, Parke DW, Singh K, Nguyen D, Saltzmann RM, Smith O, Shaw ML, Rosenberg L, Seibold L, Teymoorian S, Provencher LM, Bicket AK, Arora N, Junk AK, Chaya C, Salim S, Kuo D, Weiner A, Zhang Z, Rhee BFD, McMillan B, Choo C, Garris W, Noecker R, Fellman R, Caprioli J, Vold S, Pasquale L, Cui Q, Mbagwu M. A Health-Related Quality of Life Measure for Patients Who Undergo Minimally Invasive Glaucoma Surgery. Am J Ophthalmol 2024; 266:313-320. [PMID: 38880374 PMCID: PMC11956037 DOI: 10.1016/j.ajo.2024.05.031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Accepted: 05/31/2024] [Indexed: 06/18/2024]
Abstract
PURPOSE To develop a patient-reported outcome measure to assess the impact of glaucoma and treatment, including minimally invasive glaucoma surgery (MIGS). DESIGN Observational study before and after concomitant cataract and Food and Drug Administration-approved implantable MIGS device surgery. SETTING Survey administration was on a computer, iPad, or similar device. PATIENT POPULATION 184 adults completed the baseline survey, 124 a survey 3 months after surgery, and 106 the 1-month test-retest reliability survey. The age range was 37 to 89 (average age = 72). Most were female (57%), non-Hispanic White (81%), and had a college degree (56%). MAIN OUTCOME MEASURES The Glaucoma Outcomes Survey (GOS) assesses functional limitations (27 items), vision-related symptoms (7 items), psychosocial issues (7 items), and satisfaction with microinvasive glaucoma surgery (1 item). These multiple-item scales were scored on a 0 to 100 range, with a higher score indicating worse health. RESULTS Internal consistency reliability estimates ranged from 0.75 to 0.93, and 1-month test-retest intraclass correlations ranged from 0.83 to 0.92 for the GOS scales. Product-moment correlations among the scales ranged from 0.56 to 0.60. Improvement in visual acuity in the study eye from baseline to the 3-month follow-up was significantly related to improvements in GOS functional limitations (r = 0.18, P = .0485), vision-related symptoms (r = 0.19, P = .0386), and psychosocial concerns (r = 0.18, P = .0503). Responders to treatment ranged from 17% for vision-related symptoms to 48% for functional limitations. CONCLUSIONS This study supports using the GOS for ophthalmic procedures such as MIGS. Further evaluation of the GOS in different patient subgroups and clinical settings is needed.
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Affiliation(s)
- Ron D Hays
- Department of Medicine (RDH), University of California, Los Angeles, California, USA; The RAND Corporation (RDH), Santa Monica, California, USA.
| | - Michelle E Tarver
- US Food and Drug Administration (MET and ME), Center for Devices and Radiologic Health, Silver Spring, Maryland, USA
| | - Malvina Eydelman
- US Food and Drug Administration (MET and ME), Center for Devices and Radiologic Health, Silver Spring, Maryland, USA
| | - George L Spaeth
- Wills Eye Hospital, Sidney Kimmel School of Medicine (GLS), Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | | | - Kuldev Singh
- Stanford University School of Medicine (KS), Stanford, California, USA
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Al-Aswad LA, Ramachandran R, Schuman JS, Medeiros F, Eydelman MB. Artificial Intelligence for Glaucoma: Creating and Implementing Artificial Intelligence for Disease Detection and Progression. Ophthalmol Glaucoma 2022; 5:e16-e25. [PMID: 35218987 PMCID: PMC9399304 DOI: 10.1016/j.ogla.2022.02.010] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 02/14/2022] [Accepted: 02/17/2022] [Indexed: 12/15/2022]
Abstract
On September 3, 2020, the Collaborative Community on Ophthalmic Imaging conducted its first 2-day virtual workshop on the role of artificial intelligence (AI) and related machine learning techniques in the diagnosis and treatment of various ophthalmic conditions. In a session entitled "Artificial Intelligence for Glaucoma," a panel of glaucoma specialists, researchers, industry experts, and patients convened to share current research on the application of AI to commonly used diagnostic modalities, including fundus photography, OCT imaging, standard automated perimetry, and gonioscopy. The conference participants focused on the use of AI as a tool for disease prediction, highlighted its ability to address inequalities, and presented the limitations of and challenges to its clinical application. The panelists' discussion addressed AI and health equities from clinical, societal, and regulatory perspectives.
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Affiliation(s)
- Lama A Al-Aswad
- Department of Ophthalmology, NYU Langone Health, NYU Grossman School of Medicine, New York, New York; Department of Population Health, NYU Langone Health, NYU Grossman School of Medicine, New York, New York.
| | - Rithambara Ramachandran
- Department of Ophthalmology, NYU Langone Health, NYU Grossman School of Medicine, New York, New York
| | - Joel S Schuman
- Department of Ophthalmology, NYU Langone Health, NYU Grossman School of Medicine, New York, New York; Department of Biomedical Engineering, New York University Tandon School of Engineering, Brooklyn, New York; Department of Electrical and Computer Engineering, New York University Tandon School of Engineering, Brooklyn, New York; Center for Neural Science, NYU, New York, New York; Neuroscience Institute, NYU Langone Health, New York, New York
| | - Felipe Medeiros
- Department of Ophthalmology, Duke University School of Medicine, Durham, North Carolina; Department of Electrical and Computer Engineering, Pratt School of Engineering, Duke University, Durham, North Carolina
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Cui QN, Hays RD, Tarver ME, Spaeth GL, Paz SH, Weidmer B, Fellman RL, Vold SD, Eydelman M, Singh K. Vision-Targeted Health-Related Quality-of-Life Survey for Evaluating Minimally Invasive Glaucoma Surgery. Am J Ophthalmol 2021; 229:145-151. [PMID: 33852908 DOI: 10.1016/j.ajo.2021.03.064] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Revised: 03/26/2021] [Accepted: 03/28/2021] [Indexed: 11/15/2022]
Abstract
PURPOSE To develop a vision-targeted health-related quality-of-life instrument for patients with glaucoma who are candidates for minimally invasive glaucoma surgery (MIGS). DESIGN Development of a health-related quality-of-life instrument. PARTICIPANTS Twelve practicing ophthalmologists and 41 glaucoma patients. METHODS A questionnaire was constructed to assess functional limitations, vision-related symptoms, aesthetics, psychosocial issues, and surgical satisfaction for MIGS candidates. Questions were drafted after a review of the literature and subsequently refined based upon input from 1 physician and 4 patient focus groups. Nineteen cognitive interviews were used to ensure that questions were understandable to respondents. RESULTS The focus group identified the following key issues and concerns as being important to glaucoma patients: functional limitations (eg, driving), bodily discomfort (eg, stinging from drops), changes in appearance (eg, drooping eyelid), and psychosocial concerns (eg, mental burden associated with a diagnosis of glaucoma, financial burden of treatment). Cognitive interviews resulted in the following improvements to the questionnaire: changes in wording to clarify lighting conditions, and additional questions addressing psychosocial issues, such as job loss, severity of disease, and perception of MIGS. CONCLUSIONS A patient-reported outcomes instrument, the Glaucoma Outcomes Survey, was developed to evaluate MIGS for patients with mild to moderate glaucoma. Next steps include electronic administration to patients selected from the American Academy of Ophthalmology Intelligent Research in Sight (IRIS) registry. An electronic patient-reported outcomes platform will be used to administer the questionnaire before and after MIGS. The questionnaire will improve understanding of how surgical interventions such as MIGS impact vision-targeted health-related quality-of-life in glaucoma patients.
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Affiliation(s)
- Qi N Cui
- From the Scheie Eye Institute, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
| | - Ron D Hays
- Department of Medicine, University of California, Los Angeles, Los Angeles, California, USA; RAND Corporation, Santa Monica, California, USA
| | - Michelle E Tarver
- Office of Strategic Partnerships and Technology Innovation, Center for Devices and Radiological Health, U.S. Food and Drug Administration, White Oak, Maryland, USA
| | - George L Spaeth
- Wills Eye Hospital, Sidney Kimmel School of Medicine, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Sylvia H Paz
- Department of Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | | | | | | | - Malvina Eydelman
- Office of Ophthalmic, Anesthesia, Respiratory, ENT and Dental Devices, Center for Devices and Radiological Health United States Food and Drug Administration, White Oak, Maryland, USA
| | - Kuldev Singh
- Stanford University School of Medicine, Stanford, California, USA
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Bicket AK, Le JT, Yorkgitis C, Li T. Priorities and Treatment Preferences among Surgery-Naive Patients with Moderate to Severe Open-Angle Glaucoma. Ophthalmol Glaucoma 2020; 3:377-383. [PMID: 32768363 DOI: 10.1016/j.ogla.2020.05.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2020] [Revised: 05/07/2020] [Accepted: 05/08/2020] [Indexed: 12/13/2022]
Abstract
PURPOSE To explore patients' perspectives and experiences living with moderate to severe glaucoma through qualitative, semistructured interviews and to identify important benefits and risks that patients consider when choosing glaucoma treatments. DESIGN Semistructured, in-person qualitative interviews with a convenience sample of patients seen at the Johns Hopkins Wilmer Eye Institute. PARTICIPANTS Surgery-naive patients 21 years of age or older with moderate to severe open-angle glaucoma seeking treatment at the Wilmer Eye Institute's Glaucoma Center of Excellence between August and December 2018. METHODS We conducted semistructured interviews with patients diagnosed with moderate to severe open-angle glaucoma, focusing on outcomes they prioritize when considering various treatment options. We used Atlas.ti software version 7.5.12 (Scientific Software Development GmbH, Berlin, Germany) to process interview transcripts and the framework approach to analyze the qualitative data. MAIN OUTCOME MEASURES Patients' descriptions of outcomes important to them in management of moderate to severe open-angle glaucoma. RESULTS Thirteen men and 15 women with a median age 67 years participated in the study. Compared with the mild-to-moderate glaucoma patients interviewed previously, these participants similarly emphasized (1) activities of daily living, (2) visual symptoms, (3) treatment burden, and (4) intraocular pressure (IOP) control, but unlike patients with milder disease, most related IOP control directly to (5) avoiding disease progression. Almost all (27/28) had also given significant thought to (6) surgical decision making and could describe how they would decide for or against a particular procedure. Finally, two thirds (18/28) expressed (7) significant fear and worry related to their glaucoma diagnosis. CONCLUSIONS We identified outcomes that matter to patients who are undergoing treatment for moderate to severe glaucoma, many of which may serve as end points in clinical trials, such as functional independence in vision-dependent activities of daily living, avoidance of visual symptoms, and disease progression via maintenance of IOP control. We also observed that these patients have varied and nuanced perspectives on surgical management and its outcomes. It behooves providers and trial designers to consider these in future evaluations of new treatments for moderate to severe glaucoma.
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Affiliation(s)
- Amanda K Bicket
- Wilmer Eye Institute, Department of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Jimmy T Le
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Carol Yorkgitis
- Wilmer Eye Institute, Department of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Tianjing Li
- Department of Ophthalmology, University of Colorado Denver-Anschutz Medical Campus, Aurora, Colorado
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Li T, Le JT, Hays RD, Cui QN, Eydelman M, Spaeth G, Tarver ME, Singh K. Patient-reported outcomes measures and patient preferences for minimally invasive glaucoma surgical devices. Eye (Lond) 2020; 34:205-210. [PMID: 31772384 PMCID: PMC7002517 DOI: 10.1038/s41433-019-0676-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Accepted: 10/31/2019] [Indexed: 11/08/2022] Open
Abstract
BACKGROUND Many therapeutic options are available to glaucoma patients. One recent therapeutic option is minimally invasive glaucoma surgical (MIGS) devices. It is unclear how patients view different treatments and which patient-reported outcomes would be most relevant in patients with mild to moderate glaucoma. We developed a questionnaire for patients eligible for MIGS devices and a patient preference study to examine the value patients place on certain outcomes associated with glaucoma and its therapies. OBJECTIVES To summarize the progress to date. METHODS Questionnaire development: We drafted the questionnaire items based on input from one physician and four patient focus groups, and a review of the literature. We tested item clarity with six cognitive interviews. These items were further refined. Patient preference study: We identified important benefit and risk outcomes qualitatively using semi-structured, one-on-one interviews with patients who were eligible for MIGS devices. We then prioritized these outcomes quantitatively using best-worst scaling methods. RESULTS Questionnaire testing: Three concepts were deemed relevant for the questionnaire: functional limitations, symptoms, and psychosocial factors. We will evaluate the reliability and validity of the 52-item draft questionnaire in an upcoming field test. Patient preference study: We identified 13 outcomes that participants perceived as important. Outcomes with the largest relative importance weights were "adequate IOP control" and "drive a car during the day." CONCLUSIONS Patients have the potential to steer clinical research towards outcomes that are important to them. Incorporating patients' perspectives into the MIGS device development and evaluation process may expedite innovation and availability of these devices.
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Affiliation(s)
- Tianjing Li
- Department of Ophthalmology, School of Medicine, University of Colorado Denver, Aurora, CO, USA.
| | - Jimmy T Le
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Ronald D Hays
- Department of Medicine, University of California, Los Angeles, CA, USA
| | - Qi N Cui
- Scheie Eye Institute, University of Pennsylvania, Philadelphia, PA, USA
| | - Malvina Eydelman
- Office of Ophthalmic, Anesthesia, Respiratory, ENT and Dental Devices, Center for Devices and Radiological Health, United States Food and Drug Administration, White Oak, MD, USA
| | - George Spaeth
- Wills Eye Hospital, Sidney Kimmel School of Medicine, Thomas Jefferson University, Philadelphia, PA, USA
| | - Michelle E Tarver
- Office of Strategic Partnerships and Technology Innovation, Center for Devices and Radiological Health, United States Food and Drug Administration, White Oak, MD, USA
| | - Kuldev Singh
- Stanford University School of Medicine, Stanford, CA, USA
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Le JT, Mohanty K, Bicket AK, Tarver ME, Eydelman M, Li T. Identifying outcomes that are important to patients with ocular hypertension or primary open-angle glaucoma: a qualitative interview study. Ophthalmol Glaucoma 2019; 2:374-382. [PMID: 32455341 PMCID: PMC7243613 DOI: 10.1016/j.ogla.2019.07.005] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Purpose To explore patients' perspectives and experiences living with glaucoma and identify important benefits and risks that patients consider before electing for new glaucoma treatments, such as minimally invasive glaucoma surgical (MIGS) devices. Design Semi-structured, in-person qualitative interviews with patients seen at the Johns Hopkins Wilmer Eye Institute. Participants Adults older than 21 years of age who were suspected or diagnosed with ocular hypertension or mild to moderate primary open-angle glaucoma (POAG) (and thus eligible for treatment with a MIGS procedure) presenting to a glaucoma clinic in Baltimore, Maryland, between May and December 2016. Method We conducted in-person interviews with patients recently diagnosed with ocular hypertension or POAG. We focused on considerations patients take into account when deciding between different treatments. We used the framework approach to code and analyze the qualitative data. Considerations of special interest to us were those that can be translated into outcomes (or endpoints) in clinical trials. Main outcome measures Patients' perspectives concerning outcomes that matter to them when managing ocular hypertension or POAG. Results Ten male and fifteen female patients participated in our study. The median participant age was 69 years (range 47 - 82 years). We identified outcomes that patients expressed as important, which we grouped into four thematic categories: (1) limitations in performing specific vision-dependent activities of daily living; (2) problems with general visual function or perceptions; (3) treatment burden, including ocular adverse events; and (4) intraocular pressure (IOP). All 25 participants expressed some concerns with their ability to perform vision-dependent activities, such as reading and driving. Most (23/25) participants had an opinion about IOP, and among those currently taking ocular hypotensive eye drops, all recognized the relationship between eye drops and IOP. Conclusion We have identified outcomes that matter to patients who are deciding between different treatments for ocular hypertension and POAG, such as the ability to drive or maintain mobility outside the home. These outcomes will be important in future evaluations of new treatments for glaucoma.
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Affiliation(s)
- Jimmy T. Le
- Department of Epidemiolog, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | | | - Amanda K. Bicket
- Department of Ophthalmology, Wilmer Eye Institute, Johns Hopkins School of Medicine, Baltimore, Maryland, USA
| | - Michelle E. Tarver
- Office of the Center Director, Center for Devices and Radiological Health, United States Food and Drug Administration, White Oak, Maryland, USA
| | - Malvina Eydelman
- Division of Ophthalmic and Ear, Nose and Throat Devices, Center for Devices and Radiological Health, United States Food and Drug Administration, White Oak, Maryland, USA
| | - Tianjing Li
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
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Dempster M, McCorry NK, Donnelly M, Barton K, Azuara-Blanco A. Individualisation of glaucoma quality of life measures: a way forward? Br J Ophthalmol 2019; 103:293-295. [PMID: 30792340 DOI: 10.1136/bjophthalmol-2019-313873] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Affiliation(s)
- Martin Dempster
- School of Psychology, Queen's University Belfast, Belfast, UK
| | - Noleen K McCorry
- Centre for Public Health, Queen's University Belfast, Belfast, UK
| | - Michael Donnelly
- Centre for Public Health, Queen's University Belfast, Belfast, UK
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