TY - JOUR
T1 - Assessment of Baseline Ultrawidefield Fluorescein Angiographic Quantitative Leakage Parameters with Ultrawidefield Fundus Features and Clinical Parameters in Diabetic Retinopathy in Protocol AA
AU - DRCR Retina Network
AU - Ehlers, Justis P.
AU - Josic, Kristin
AU - Yordi, Sari
AU - Martin, Alison
AU - Srivastava, Sunil K.
AU - Sun, Jenifer K.
AU - Harara, Abla M.
AU - Palacios, Angela N.
AU - Berger, Brian B.
AU - Corak, Boris
AU - Luong, Bianca
AU - Jhaveri, Chirag D.
AU - Wilson, Daniela Mariel
AU - Jonna, Gowtham
AU - Gunderson, Ivana
AU - Hosein, Kimberly
AU - Reid, Ryan M.
AU - Chexal, Saradha
AU - Moore, Tori
AU - Seidu, Tina A.
AU - Gatavaski, Valerie
AU - Ren, Yong
AU - Stern, Bradley A.
AU - Benvenutti, Celia E.
AU - Oude-Reimerink, Dinah S.
AU - Shaheen, Jenny
AU - Grybas, John
AU - Vitale-Kuhn, Julianne
AU - Staffne, Jessica L.
AU - Ventimiglia, Katie M.
AU - Allis, Megan
AU - Monk, Mary K.
AU - Thomas, Marc E.
AU - Massu, Nicole M.
AU - Edwards, Paul Andrew
AU - Troszak, Tracy A.
AU - Irons, Amber N.
AU - Rego, Brittany
AU - Han, Dennis P.
AU - Dorsey, Eleanor
AU - Nelson, Erika
AU - Sheppard, Hannah
AU - Beringer, Joseph R.
AU - Kim, Judy E.
AU - Keller, Kristy L.
AU - Packard, Krissa L.
AU - Altmann, Marriner L.
AU - Goldberg, Mara
AU - Chen, Nickolas
AU - Lema, Gareth M.C.
N1 - Publisher Copyright:
© 2024 American Academy of Ophthalmology
PY - 2024
Y1 - 2024
N2 - Purpose: Evaluate quantitative leakage parameters on ultrawidefield fluorescein angiography (UWF-FA) images and explore their association with Diabetic Retinopathy Severity Scale (DRSS), predominantly peripheral lesions (PPLs), visual acuity, and clinical characteristics. Design: A post hoc analysis of baseline UWF-FA images in the DRCR Retina Network observational study Protocol AA. Participants: A total of 575 eyes from 384 adults across 38 sites in the United States and Canada with gradable UWF-FA. Methods: A machine learning-enhanced feature extraction platform provided initial leakage segmentation of UWF-FA images sequentially reviewed and corrected by 2 certified readers for segmentation accuracy. Ultrawidefield fluorescein angiography leakage was measured in 5 retinal zones: panretinal (entire retina), central macular (3-disc diameter fovea-centered circle), posterior pole (6-disc diameter fovea-centered circle), peripheral (outside 6-disc diameter circle), and widefield far peripheral (outside 9-disc diameter circle); associations with clinical factors were evaluated with marginal beta regression models. Main Outcome Measures: Ultrawidefield fluorescein angiography leakage index, calculated as the area with leakage divided by the analyzable retinal area. Results: The mean quantitative leakage index was 3.5% for panretinal, 6.6% for macular, 4.8% for posterior pole, 3.3% for peripheral, and 2.8% for widefield far peripheral retinal zones. Panretinal leakage was associated with DRSS (mean 2.2% for no to mild nonproliferative diabetic retinopathy [NPDR], 3.4% for moderate NPDR, 4.2% for moderately severe NPDR, 4.8% for severe NPDR, and 5.1% for proliferative diabetic retinopathy; P < 0.001), hemoglobin A1C (HbA1c) (3.2% for HbA1c < 8% vs. 3.8% for HbA1c ≥ 8%; P = 0.01 for continuous HbA1c), visual acuity (3.3% for 20/25 or better vs. 4.7% for 20/32 or worse; continuous P < 0.001), and UWF-FA-PPL types of intraretinal microvascular abnormality (4.3% vs. 3.3%; P = 0.005) or new vessels elsewhere (5.7% vs. 3.4%; P = 0.003). Diabetic retinopathy severity was also statistically significant for leakage within all retinal zones (P < 0.001); eyes with noncentral diabetic macular edema (DME) versus no DME had higher mean leakage in the central macular (11.2% vs. 5.9%; P = 0.005) and posterior pole regions (9.2% vs. 4.2%; P = 0.002). Conclusions: Quantitative UWF-FA leakage analysis identified associations between leakage and DRSS, visual acuity, and presence of DME. In the future, quantitative UWF-FA leakage parameters may be explored as potential biomarkers for disease progression risk. Financial Disclosure(s): Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.
AB - Purpose: Evaluate quantitative leakage parameters on ultrawidefield fluorescein angiography (UWF-FA) images and explore their association with Diabetic Retinopathy Severity Scale (DRSS), predominantly peripheral lesions (PPLs), visual acuity, and clinical characteristics. Design: A post hoc analysis of baseline UWF-FA images in the DRCR Retina Network observational study Protocol AA. Participants: A total of 575 eyes from 384 adults across 38 sites in the United States and Canada with gradable UWF-FA. Methods: A machine learning-enhanced feature extraction platform provided initial leakage segmentation of UWF-FA images sequentially reviewed and corrected by 2 certified readers for segmentation accuracy. Ultrawidefield fluorescein angiography leakage was measured in 5 retinal zones: panretinal (entire retina), central macular (3-disc diameter fovea-centered circle), posterior pole (6-disc diameter fovea-centered circle), peripheral (outside 6-disc diameter circle), and widefield far peripheral (outside 9-disc diameter circle); associations with clinical factors were evaluated with marginal beta regression models. Main Outcome Measures: Ultrawidefield fluorescein angiography leakage index, calculated as the area with leakage divided by the analyzable retinal area. Results: The mean quantitative leakage index was 3.5% for panretinal, 6.6% for macular, 4.8% for posterior pole, 3.3% for peripheral, and 2.8% for widefield far peripheral retinal zones. Panretinal leakage was associated with DRSS (mean 2.2% for no to mild nonproliferative diabetic retinopathy [NPDR], 3.4% for moderate NPDR, 4.2% for moderately severe NPDR, 4.8% for severe NPDR, and 5.1% for proliferative diabetic retinopathy; P < 0.001), hemoglobin A1C (HbA1c) (3.2% for HbA1c < 8% vs. 3.8% for HbA1c ≥ 8%; P = 0.01 for continuous HbA1c), visual acuity (3.3% for 20/25 or better vs. 4.7% for 20/32 or worse; continuous P < 0.001), and UWF-FA-PPL types of intraretinal microvascular abnormality (4.3% vs. 3.3%; P = 0.005) or new vessels elsewhere (5.7% vs. 3.4%; P = 0.003). Diabetic retinopathy severity was also statistically significant for leakage within all retinal zones (P < 0.001); eyes with noncentral diabetic macular edema (DME) versus no DME had higher mean leakage in the central macular (11.2% vs. 5.9%; P = 0.005) and posterior pole regions (9.2% vs. 4.2%; P = 0.002). Conclusions: Quantitative UWF-FA leakage analysis identified associations between leakage and DRSS, visual acuity, and presence of DME. In the future, quantitative UWF-FA leakage parameters may be explored as potential biomarkers for disease progression risk. Financial Disclosure(s): Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.
KW - Diabetic macular edema
KW - Diabetic retinopathy
KW - NPDR
KW - UWF-FA
KW - Visual acuity
UR - http://www.scopus.com/inward/record.url?scp=85205692352&partnerID=8YFLogxK
U2 - 10.1016/j.oret.2024.08.015
DO - 10.1016/j.oret.2024.08.015
M3 - Article
C2 - 39216727
AN - SCOPUS:85205692352
SN - 2468-6530
JO - Ophthalmology Retina
JF - Ophthalmology Retina
ER -