TY - JOUR
T1 - Longitudinal higher-order oct assessment of quantitative fluid dynamics and the total retinal fluid index in neovascular amd
AU - Ehlers, Justis P.
AU - Clark, Julie
AU - Uchida, Atsuro
AU - Figueiredo, Natalia
AU - Babiuch, Amy
AU - Talcott, Katherine E.
AU - Lunasco, Leina
AU - Le, Thuy K.
AU - Meng, Xiangyi
AU - Hu, Ming
AU - Reese, Jamie
AU - Srivastava, Sunil K.
N1 - Funding Information:
Disclosure: J.P. Ehlers, Novartis (F, C), Zeiss (C), Leica/Bioptigen (C), Alcon (F, C), Allergan (F, C), Thrombogenics (F, C), Allegro (C), Regeneron (F, C), Santen (C), and Aerpio (F, C); Genentech (F); Bioptigen/Leica (P), and Zeiss for equipment; J. Clark, Novartis Pharmaceuticals, East Hanover, NJ (E), Novartis Pharmaceuticals, East Hanover, NJ (I) and was a stock/stock option holder at the time of initiation and completion of this study; A. Uchida, unrestricted travel grant from the Alcon Novartis Hida Memorial Award 2015 funded by Alcon Japan Ltd. (R), Betty J. Powers Retina Research Fellowship (R); N. Figueiredo, None; A. Babiuch, Genentech (C) and Regeneron (F); K.E. Talcott, Zeiss (F); L. Lunasco, None; T.K. Le, None; X. Meng, Novartis Pharmaceuticals, East Hanover, NJ (E); M. Hu, None; J. Reese, None; S.K. Srivastava, None
Funding Information:
Editorial support was provided by IMPRINT Science, New York, NY, USA, and was funded by Novartis Pharmaceuticals.
Funding Information:
Supported by a research grant provided by Novar-tis Pharmaceuticals, East Hanover, NJ, USA, who participated in the design and conduct of the study; data collection, management, and interpretation; and preparation, review, and approval of the manuscript. This work was also supported through the NIH/NEI K23-EY022947-01A1.
Publisher Copyright:
© 2021, Association for Research in Vision and Ophthalmology Inc.. All rights reserved.
PY - 2021/3
Y1 - 2021/3
N2 - Purpose: The purpose of this study was to evaluate the feasibility of assessing quantitative longitudinal fluid dynamics and total retinal fluid indices (TRFIs) with higher-order optical coherence tomography (OCT) for neovascular age-related macular degeneration (nAMD). Methods: A post hoc image analysis study was performed using the phase II OSPREY clinical trial comparing brolucizumab and aflibercept in nAMD. Higher-order OCT analysis using a machine learning−enabled fluid feature extraction platform was used to segment intraretinal fluid (IRF) and subretinal fluid (SRF) volumetric components. TRFI, the proportion of fluid volume against total retinal volume, was calculated. Longitudinal fluid metrics were evaluated for the following groups: all subjects (i.e. treatment agnostic), brolucizumab, and aflibercept. Results: Mean IRF and SRF volumes were significantly reduced from baseline at each timepoint for all groups. Fluid feature extraction allowed high-resolution assessment of quantitative fluid burden. A greater proportion of brolucizumab participants achieved true zero and minimal fluid (total fluid volume between 0.0001 and 0.001mm3) versus aflibercept participants at week 40. True zero fluid during q12 brolucizumab dosing was achieved in 36.6% to 38.5%, similar to the 25.6% to 38.5% during the corresponding q8 aflibercept cycles. TRFI was significantly reduced from baseline in all groups. Conclusions: Higher-order OCT analysis demonstrates the feasibility of fluid feature extraction and longitudinal volumetric fluid burden and TRFI characterization in nAMD, supporting a unique opportunity for fluid burden assessment and the impact on outcomes. Translational Relevance: Detection and characterization of disease activity is vital for optimal treatment of nAMD. Longitudinal assessment of fluid dynamics and the TRFI provide important proof of concept for future automated tools in characterizing disease activity.
AB - Purpose: The purpose of this study was to evaluate the feasibility of assessing quantitative longitudinal fluid dynamics and total retinal fluid indices (TRFIs) with higher-order optical coherence tomography (OCT) for neovascular age-related macular degeneration (nAMD). Methods: A post hoc image analysis study was performed using the phase II OSPREY clinical trial comparing brolucizumab and aflibercept in nAMD. Higher-order OCT analysis using a machine learning−enabled fluid feature extraction platform was used to segment intraretinal fluid (IRF) and subretinal fluid (SRF) volumetric components. TRFI, the proportion of fluid volume against total retinal volume, was calculated. Longitudinal fluid metrics were evaluated for the following groups: all subjects (i.e. treatment agnostic), brolucizumab, and aflibercept. Results: Mean IRF and SRF volumes were significantly reduced from baseline at each timepoint for all groups. Fluid feature extraction allowed high-resolution assessment of quantitative fluid burden. A greater proportion of brolucizumab participants achieved true zero and minimal fluid (total fluid volume between 0.0001 and 0.001mm3) versus aflibercept participants at week 40. True zero fluid during q12 brolucizumab dosing was achieved in 36.6% to 38.5%, similar to the 25.6% to 38.5% during the corresponding q8 aflibercept cycles. TRFI was significantly reduced from baseline in all groups. Conclusions: Higher-order OCT analysis demonstrates the feasibility of fluid feature extraction and longitudinal volumetric fluid burden and TRFI characterization in nAMD, supporting a unique opportunity for fluid burden assessment and the impact on outcomes. Translational Relevance: Detection and characterization of disease activity is vital for optimal treatment of nAMD. Longitudinal assessment of fluid dynamics and the TRFI provide important proof of concept for future automated tools in characterizing disease activity.
KW - Fluid feature extraction
KW - Optical coherence tomography (OCT)
KW - Retinal fluid index
KW - Wet age-related macular degeneration (AMD)
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U2 - 10.1167/tvst.10.3.29
DO - 10.1167/tvst.10.3.29
M3 - Article
AN - SCOPUS:85115688362
SN - 2164-2591
VL - 10
JO - Translational Vision Science and Technology
JF - Translational Vision Science and Technology
IS - 3
M1 - 29
ER -