June 2022
Volume 63, Issue 7
Open Access
ARVO Annual Meeting Abstract  |   June 2022
High polygenic risk is associated with earlier treatment initiation and escalation in glaucoma suspects
Author Affiliations & Notes
  • Henry Marshall
    Flinders University, Adelaide, South Australia, Australia
  • Xikun Han
    QIMR Berghofer Medical Research Institute, Herston, Queensland, Australia
  • Sean Mullany
    Flinders University, Adelaide, South Australia, Australia
  • Georgie Hollitt
    Flinders University, Adelaide, South Australia, Australia
  • Ella Claire Berry
    Flinders University, Adelaide, South Australia, Australia
  • Lachlan Knight
    Flinders University, Adelaide, South Australia, Australia
  • Richard A Mills
    Flinders University, Adelaide, South Australia, Australia
  • John Landers
    Flinders University, Adelaide, South Australia, Australia
  • Paul Healey
    University of Sydney, South Australia, Australia
  • Alex W Hewitt
    University of Tasmania Menzies Institute for Medical Research, Hobart, Tasmania, Australia
  • Stuart L Graham
    Macquarie University, Sydney, New South Wales, Australia
  • Robert Casson
    The University of Adelaide, Adelaide, South Australia, Australia
  • Stuart MacGregor
    QIMR Berghofer Medical Research Institute, Herston, Queensland, Australia
  • Owen Siggs
    Garvan Institute of Medical Research, Darlinghurst, New South Wales, Australia
  • Jamie E Craig
    Flinders University, Adelaide, South Australia, Australia
  • Footnotes
    Commercial Relationships   Henry Marshall None; Xikun Han None; Sean Mullany None; Georgie Hollitt None; Ella Berry None; Lachlan Knight None; Richard Mills None; John Landers None; Paul Healey None; Alex Hewitt StratifyEYE Pty Ltd., Code I (Personal Financial Interest), Patent ID: 2019290035, Code P (Patent); Stuart Graham None; Robert Casson None; Stuart MacGregor StratifyEYE Pty Ltd., Code I (Personal Financial Interest), Patent: 2019290035, Code P (Patent); Owen Siggs StratifyEYE Pty Ltd., Code I (Personal Financial Interest); Jamie Craig StratifyEYE Pty Ltd., Code I (Personal Financial Interest), Patent ID: 2019290035, Code P (Patent)
  • Footnotes
    Support  NHMRC program grant APP1150144, and project grant APP1157571
Investigative Ophthalmology & Visual Science June 2022, Vol.63, 4018 – A0360. doi:
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      Henry Marshall, Xikun Han, Sean Mullany, Georgie Hollitt, Ella Claire Berry, Lachlan Knight, Richard A Mills, John Landers, Paul Healey, Alex W Hewitt, Stuart L Graham, Robert Casson, Stuart MacGregor, Owen Siggs, Jamie E Craig; High polygenic risk is associated with earlier treatment initiation and escalation in glaucoma suspects. Invest. Ophthalmol. Vis. Sci. 2022;63(7):4018 – A0360.

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

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Abstract

Purpose : To assess whether a polygenic risk score for primary open angle glaucoma predicts treatment commencement amongst treatment naive glaucoma suspects.

Methods : A prospective, longitudinal genetic association study combining a discovery cohort of glaucoma suspects who were treatment naive at enrollment into the Predicting Risk of Glaucoma: RElevant SNPs with Significant Association (PROGRESSA) study, and a replication cohort comprising of treated early manifest and suspect glaucoma cases.

In the discovery phase, a per-allele weighted polygenic risk score was calculated for 301 glaucoma suspects who were treatment naive at enrollment into the PROGRESSA study. Multivariable cox proportional regression analysis assessed the correlation between polygenic risk score and time to initiation of Intraocular pressure (IOP) lowering therapy. A replication analysis assessed the correlation between polygenic risk score and time to escalation of IOP lowering therapy amongst 539 suspect and manifest glaucoma cases who were on IOP lowering therapy at study enrolment.

Results : A higher glaucoma PRS was correlated with earlier initiation of IOP-lowering therapy after adjustments for age, gender, IOP, and family history of glaucoma (adjusted HR: 1.43/SD 95% CI: [1.04, 1.95] P=0.024). Participants in the highest normative population quintile demonstrated a 3.4-fold likelihood of requiring IOP-lowering therapy within 5 years than participants in the lowest quintile (HR: 3.38/SD 95% CI [1.12, 10.20] P=0.017).

A replication analysis then evaluated the correlation between polygenic risk score and escalation of therapy amongst participants on therapy at enrolment. A higher polygenic risk score for glaucoma was correlated with a greater risk of requiring treatment escalation (HR: 1.24 95% CI: [1.05, 1.24] P=0.009), and was correlated with maximum number of required IOP-lowering agents during monitoring (beta: 0.17/SD 95% CI: [0.07, 0.26] P<0.001).

Conclusions : This study demonstrates novel associations between polygenic risk of primary open angle glaucoma and time to initiation of IOP lowering therapy. It builds upon previous work highlighting the therapeutic utility of genetic risk stratification in glaucoma.

This abstract was presented at the 2022 ARVO Annual Meeting, held in Denver, CO, May 1-4, 2022, and virtually.

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