Investigative Ophthalmology & Visual Science Cover Image for Volume 65, Issue 7
June 2024
Volume 65, Issue 7
Open Access
ARVO Annual Meeting Abstract  |   June 2024
Social factors associated with the risk of converting to definite glaucoma among glaucoma suspect patients: an All of Us study
Author Affiliations & Notes
  • Will Halfpenny
    Division of Ophthalmology Informatics and Data Science and Hamilton Glaucoma Center, Viterbi Family Department of Ophthalmology and Shiley Eye Institute, University of California San Diego, La Jolla, California, United States
    Department of Biomedical Informatics, University of California San Diego Health System, La Jolla, California, United States
  • Jo-Hsuan Wu
    Division of Ophthalmology Informatics and Data Science and Hamilton Glaucoma Center, Viterbi Family Department of Ophthalmology and Shiley Eye Institute, University of California San Diego, La Jolla, California, United States
    Department of Biomedical Informatics, University of California San Diego Health System, La Jolla, California, United States
  • Manreet Brar
    Division of Ophthalmology Informatics and Data Science and Hamilton Glaucoma Center, Viterbi Family Department of Ophthalmology and Shiley Eye Institute, University of California San Diego, La Jolla, California, United States
    Department of Biomedical Informatics, University of California San Diego Health System, La Jolla, California, United States
  • Robert Weinreb
    Division of Ophthalmology Informatics and Data Science and Hamilton Glaucoma Center, Viterbi Family Department of Ophthalmology and Shiley Eye Institute, University of California San Diego, La Jolla, California, United States
  • Sally Liu Baxter
    Division of Ophthalmology Informatics and Data Science and Hamilton Glaucoma Center, Viterbi Family Department of Ophthalmology and Shiley Eye Institute, University of California San Diego, La Jolla, California, United States
    Department of Biomedical Informatics, University of California San Diego Health System, La Jolla, California, United States
  • Footnotes
    Commercial Relationships   Will Halfpenny None; Jo-Hsuan Wu None; Manreet Brar None; Robert Weinreb AbbVie, Aerie Pharmaceuticals, Alcon, Allergan, Amydis, Equinox, Eyenovia, iSTAR Medical, Nicox, Topcon, Code C (Consultant/Contractor), Financial Support in the form of grants from the National Eye Institute, National Institute of Minority Health and Health Disparities, Research to Prevent Blindness (New York, NY); other non-financial support (research instruments) from Heidelberg Engineering, Carl Zeiss Meditec, Centervue, Topcon, Zilia, Code F (Financial Support), Amydis, Eyenovia, Iantrek, Code I (Personal Financial Interest), Toromedes, Carl Zeiss Meditec, Code P (Patent), Alcon, Code R (Recipient), Amydis, Eyenovia, Iantrek, Implandata, Code S (non-remunerative); Sally Baxter Optomed, Topcon, Code F (Financial Support)
  • Footnotes
    Support  This work is supported by National Institutes of Health/National Eye Institute Grants (P30EY022589, UL1TR001442, DP5OD029610, R01MD014850) and an unrestricted grant from Research to Prevent Blindness (New York, NY). The sponsor or funding organization had no role in the design or conduct of this research. The All of Us Research Program is supported by the National Institutes of Health, Office of the Director: Regional Medical Centers: 1 OT2 OD026549; 1 OT2 OD026554; 1 OT2 OD026557; 1 OT2 OD026556; 1 OT2 OD026550; 1 OT2 OD 026552; 1 OT2 OD026553; 1 OT2 OD026548; 1 OT2 OD026551; 1 OT2 OD026555; IAA #: AOD 16037; Federally Qualified Health Centers: HHSN 263201600085U; Data and Research Center: 5 U2C OD023196; Biobank: 1 U24 OD023121; The Participant Center: U24 OD023176; Participant Technology Systems Center: 1 U24 OD023163; Communications and Engagement: 3 OT2 OD023205; 3 OT2 OD023206; and Community Partners: 1 OT2 OD025277; 3 OT2 OD025315; 1 OT2 OD025337; 1 OT2 OD025276.
Investigative Ophthalmology & Visual Science June 2024, Vol.65, 2436. doi:
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    • Get Citation

      Will Halfpenny, Jo-Hsuan Wu, Manreet Brar, Robert Weinreb, Sally Liu Baxter; Social factors associated with the risk of converting to definite glaucoma among glaucoma suspect patients: an All of Us study. Invest. Ophthalmol. Vis. Sci. 2024;65(7):2436.

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      © ARVO (1962-2015); The Authors (2016-present)

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Abstract

Purpose : To investigate social factors associated with the risk of diagnosis status conversion from glaucoma suspect (GS) to open-angle glaucoma (OAG).

Methods : We included participants in the nationwide All of Us dataset diagnosed with GS and collected information on potentially relevant social, demographic, and clinical factors. We then performed a retrospective follow-up and identified those who converted to a diagnosis of OAG within 5 years (the “conversion” group). The characteristics of the conversion group were then compared with those who did not convert. Multivariable Cox regression analysis was used to estimate the hazard ratios (HRs) of factors associated with the risk of conversion.

Results : We identified 5208 GS patients, 725 (14%) of whom converted to OAG within 5 years. In the multivariable Cox regression model, Black/African American race was the factor most associated with an increased risk of conversion to glaucoma (HR 1.66 [95% CI 1.40 - 1.97]). Other factors showing statistically significant association were age at diagnosis (HR 1.18 [95% CI 1.11 - 1.27] per 10 years), being employed at time of GS diagnosis (HR 0.72 [95% CI 0.60-0.87]), male gender (HR 1.27 [95% CI 1.10-1.47]), reported inability to afford care (HR 2.22 [95% CI 1.15-4.30]), and ability to see health care providers of similar race/religion (HR 0.88 [95% CI 0.79 -0.98]) (Fig. 1).

Conclusions : Several social factors were significantly associated with diagnosis status conversion from GS to OAG, which may help to identify patients at higher risk of disease progression. Future studies are needed to examine the mechanisms behind these findings and the potential interventions that could address them.

This abstract was presented at the 2024 ARVO Annual Meeting, held in Seattle, WA, May 5-9, 2024.

 

Hazard ratios of predictors of conversion to glaucoma in Cox proportional hazards model.

Hazard ratios of predictors of conversion to glaucoma in Cox proportional hazards model.

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