Functional outcomes across high-risk OCT-based phenotypes in intermediate age-related macular degeneration in the prospective PINNACLE study
Functional outcomes across high-risk OCT-based phenotypes in intermediate age-related macular degeneration in the prospective PINNACLE study
Purpose : to examine how individual OCT biomarkers predict functional outcomes in eyes with intermediate (i)AMD and to investigate whether stratifying eyes by biomarkers identifies phenotypes of iAMD with impaired visual function.
Methods : from the baseline cohort of the PINNACLE trial, 190 patients (247 eyes) underwent OCT imaging, standardized 24-point microperimetry, BCVA and LLVA testing. OCT volumes were assessed by retinal experts for the presence of morphologic features, including hyperreflective foci (HRF), subretinal drusenoid deposits (SDD), hyporeflective drusen cores, refractile drusen, double-layer sign, vitelliform material and the atrophic markers, outer plexiform layer subsidence, hyporeflective wedge, incomplete retinal pigment epithelium and outer retinal atrophy (iRORA). Deep learning algorithms quantified drusen volume, outer nuclear layer (ONL) and ellipsoid zone (EZ) thickness. Linear mixed-effect models (LMMs) evaluated associations between each biomarker and functional outcomes. Eyes were then stratified into groups based on significant OCT features (see Figure 1), with each eye assigned to a single group. Functional outcomes were compared across the four defined groups using LMMs.
Results : in the multivariable LMM, SDD and atrophic markers were associated with significantly lower mean retinal sensitivity (-0.718 dB [p=0.022] and -0.893 dB [p=0.009], respectively). Higher drusen volume and lower ONL and EZ thickness also corresponded to lower sensitivity (-0.003 dB/nL [p=0.003], -0.053 dB/µm [p=0.027], and -0.183 dB/µm [p=0.017], respectively). BCVA and LLVA decreased with increasing drusen volume (-0.006 ltrs/nL [p=0.017] and -0.014 ltrs/nL [p<0.001]). LLVA also decreased with HRF (-3.717 ltrs [p=0.003]). Significant retinal sensitivity differences were found between the structurally defined groups (A:C [1.145 dB, p=0.003], A:D [1.911 dB, p<0.001], B:D [1.009 dB, p=0.024], C:D [0.766 dB, p=0.038]). Predicted outcomes for BCVA and LLVA were significantly lower for groups with signs of early atrophy.
Conclusions : combining detailed analysis of structural OCT biomarkers with functional measures characterizes different disease stages in iAMD and highlights the existence of distinct phenotypes with significant functional impairment. Stratifying patients by high-risk drusen and atrophy markers may enhance patient selection and risk assessment.
Enzendorfer, Marie Louise
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Mai, Julia
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Riedl, Sophie
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Bogunović, Hrvoje
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Menten, Martin J.
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Rueckert, Daniel
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Fritsche, Lars G.
68396bff-8ca9-41be-9a48-85d7a10192e0
Lotery, Andrew
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Schmidt-Erfurth, Ursula
06e1b016-747f-45ff-bc11-b65c0b8ab6e2
17 December 2025
Enzendorfer, Marie Louise
da0d9166-9c48-4ca7-89b1-5aa490b9b5a3
Mai, Julia
cac94263-b0c4-499a-ba87-8e6b37f98e51
Riedl, Sophie
2a16668f-5046-4305-a936-753987cc55aa
Bogunović, Hrvoje
52c4817f-2127-4e53-87a4-7808eb6f8191
Menten, Martin J.
d6fda4c6-08d5-48b4-bff4-9ccae4a04cef
Rueckert, Daniel
f7bb274b-8493-4bc3-9f09-0f986b8b3831
Fritsche, Lars G.
68396bff-8ca9-41be-9a48-85d7a10192e0
Lotery, Andrew
5ecc2d2d-d0b4-468f-ad2c-df7156f8e514
Schmidt-Erfurth, Ursula
06e1b016-747f-45ff-bc11-b65c0b8ab6e2
Enzendorfer, Marie Louise, Mai, Julia, Riedl, Sophie, Bogunović, Hrvoje, Menten, Martin J., Rueckert, Daniel, Fritsche, Lars G., Prevost, A. Toby, Sivaprasad, Sobha, Pfau, Maximilian, Scholl, P.N., Lotery, Andrew, Sacu, Stefan and Schmidt-Erfurth, Ursula
(2025)
Functional outcomes across high-risk OCT-based phenotypes in intermediate age-related macular degeneration in the prospective PINNACLE study.
Investigative Ophthalmology & Visual Science, 66 (8), [54].
(doi:10.1167/iovs.66.15.54).
Abstract
Purpose : to examine how individual OCT biomarkers predict functional outcomes in eyes with intermediate (i)AMD and to investigate whether stratifying eyes by biomarkers identifies phenotypes of iAMD with impaired visual function.
Methods : from the baseline cohort of the PINNACLE trial, 190 patients (247 eyes) underwent OCT imaging, standardized 24-point microperimetry, BCVA and LLVA testing. OCT volumes were assessed by retinal experts for the presence of morphologic features, including hyperreflective foci (HRF), subretinal drusenoid deposits (SDD), hyporeflective drusen cores, refractile drusen, double-layer sign, vitelliform material and the atrophic markers, outer plexiform layer subsidence, hyporeflective wedge, incomplete retinal pigment epithelium and outer retinal atrophy (iRORA). Deep learning algorithms quantified drusen volume, outer nuclear layer (ONL) and ellipsoid zone (EZ) thickness. Linear mixed-effect models (LMMs) evaluated associations between each biomarker and functional outcomes. Eyes were then stratified into groups based on significant OCT features (see Figure 1), with each eye assigned to a single group. Functional outcomes were compared across the four defined groups using LMMs.
Results : in the multivariable LMM, SDD and atrophic markers were associated with significantly lower mean retinal sensitivity (-0.718 dB [p=0.022] and -0.893 dB [p=0.009], respectively). Higher drusen volume and lower ONL and EZ thickness also corresponded to lower sensitivity (-0.003 dB/nL [p=0.003], -0.053 dB/µm [p=0.027], and -0.183 dB/µm [p=0.017], respectively). BCVA and LLVA decreased with increasing drusen volume (-0.006 ltrs/nL [p=0.017] and -0.014 ltrs/nL [p<0.001]). LLVA also decreased with HRF (-3.717 ltrs [p=0.003]). Significant retinal sensitivity differences were found between the structurally defined groups (A:C [1.145 dB, p=0.003], A:D [1.911 dB, p<0.001], B:D [1.009 dB, p=0.024], C:D [0.766 dB, p=0.038]). Predicted outcomes for BCVA and LLVA were significantly lower for groups with signs of early atrophy.
Conclusions : combining detailed analysis of structural OCT biomarkers with functional measures characterizes different disease stages in iAMD and highlights the existence of distinct phenotypes with significant functional impairment. Stratifying patients by high-risk drusen and atrophy markers may enhance patient selection and risk assessment.
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CLEAN_Revision2_PINNACLE_Manuscript_Enzendorfer_Functional_outcomes_across_high-risk_OCT_phenotypes
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i1552-5783-66-15-54_1765969134.77339 (1)
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Accepted/In Press date: 10 November 2025
Published date: 17 December 2025
Identifiers
Local EPrints ID: 508546
URI: http://eprints.soton.ac.uk/id/eprint/508546
ISSN: 0146-0404
PURE UUID: 15492737-c6f3-4e75-9bd7-2ecdb1ecba83
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Date deposited: 26 Jan 2026 17:57
Last modified: 27 Jan 2026 02:47
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Contributors
Author:
Marie Louise Enzendorfer
Author:
Julia Mai
Author:
Sophie Riedl
Author:
Hrvoje Bogunović
Author:
Martin J. Menten
Author:
Daniel Rueckert
Author:
Lars G. Fritsche
Author:
A. Toby Prevost
Author:
Sobha Sivaprasad
Author:
Maximilian Pfau
Author:
P.N. Scholl
Author:
Stefan Sacu
Author:
Ursula Schmidt-Erfurth
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