TY - JOUR
T1 - Deep Capillary Geometric Perfusion Deficits on OCT Angiography Detect Clinically Referable Eyes with Diabetic Retinopathy
AU - Nesper, Peter L.
AU - Ong, Janice X.
AU - Fawzi, Amani A.
N1 - Funding Information:
Funded in part by NIH grant R01 EY31815 (A.A.F.) and research instrument support was obtained from Optovue Inc., Fremont, California. The funders had no role in the design or conduct of this research, data collection and analysis, decision to publish, or preparation of the manuscript. The author(s) have made the following disclosure(s): A.A.F.: Research instrument support – Optovue Inc.; Grant – NIH (R01 EY31815); Consulting Fees – Regeneron Inc., Boehringer Ingelheim; Payment or honoraria – Genentech/Roche. P.N.: Support for attending meetings – International Ocular Circulation Society, Kyoto, Japan, 2021 travel grant recipient (travel grant award not used because of COVID-19). Obtained funding: Fawzi
Funding Information:
P.N.: Support for attending meetings – International Ocular Circulation Society, Kyoto, Japan, 2021 travel grant recipient (travel grant award not used because of COVID-19).
Funding Information:
Funded in part by NIH grant R01 EY31815 (A.A.F.) and research instrument support was obtained from Optovue Inc., Fremont, California. The funders had no role in the design or conduct of this research, data collection and analysis, decision to publish, or preparation of the manuscript.
Publisher Copyright:
© 2022 American Academy of Ophthalmology
PY - 2022/12
Y1 - 2022/12
N2 - Purpose: To evaluate the sensitivity (SN) and specificity (SP) of OCT angiography (OCTA) parameters for detecting clinically referable eyes with diabetic retinopathy (DR) in a cohort of patients with diabetes mellitus (DM). Design: Retrospective, cross-sectional study. Subjects: Patients with DM with various levels of DR. Methods: We measured vessel density, vessel length density (VLD), and geometric perfusion deficits (GPDs) in the full retina, superficial capillary plexus (SCP), and deep capillary plexus (DCP) on 3 × 3-mm OCTA images. Geometric perfusion deficit was recently described as retinal tissue located further than 30 μm from blood vessels, excluding the foveal avascular zone (FAZ). We modified the GPD metric by including the FAZ as an additional variable. Clinically referable eyes were defined as moderate nonproliferative DR (NPDR) or worse retinopathy, or diabetic macular edema (DME). One eye from each patient was selected for the analysis based on image quality. We used a binary logistic regression model to adjust for covariates. Main Outcome Measures: Sensitivity, SP, and area under the curve (AUC). Results: Seventy-one of 150 included eyes from 150 patients (52 with DM without DR, 27 with mild NPDR, 16 with moderate NPDR, 10 with severe NPDR, 30 with proliferative DR, and 15 with DME) had clinically referable DR. Geometric perfusion deficit metric that included the FAZ performed better than GPD in detecting referable DR in the SCP (P = 0.025) but not the DCP or full retina (P > 0.05 for both). Deep capillary plexus GPD had the largest AUC for detecting clinically referable eyes (AUC = 0.965, SN = 97.2%, SP = 84.8%), which was significantly larger than the AUC for vessel density of any layer (P < 0.05 for all) but not DCP VLD (P = 0.166). The cutoff value of 2.5% for DCP GPD resulted in a highly sensitive test for detecting clinically referable eyes without adjusting for covariates (AUC = 0.955, SN = 97.2%, SP = 79.7%). Conclusions: Vascular parameters in OCTA, especially in the DCP, have the potential to identify eyes that warrant further evaluation. Geometric perfusion deficits may better distinguish these clinically referable eyes with DR than standard vessel density parameters.
AB - Purpose: To evaluate the sensitivity (SN) and specificity (SP) of OCT angiography (OCTA) parameters for detecting clinically referable eyes with diabetic retinopathy (DR) in a cohort of patients with diabetes mellitus (DM). Design: Retrospective, cross-sectional study. Subjects: Patients with DM with various levels of DR. Methods: We measured vessel density, vessel length density (VLD), and geometric perfusion deficits (GPDs) in the full retina, superficial capillary plexus (SCP), and deep capillary plexus (DCP) on 3 × 3-mm OCTA images. Geometric perfusion deficit was recently described as retinal tissue located further than 30 μm from blood vessels, excluding the foveal avascular zone (FAZ). We modified the GPD metric by including the FAZ as an additional variable. Clinically referable eyes were defined as moderate nonproliferative DR (NPDR) or worse retinopathy, or diabetic macular edema (DME). One eye from each patient was selected for the analysis based on image quality. We used a binary logistic regression model to adjust for covariates. Main Outcome Measures: Sensitivity, SP, and area under the curve (AUC). Results: Seventy-one of 150 included eyes from 150 patients (52 with DM without DR, 27 with mild NPDR, 16 with moderate NPDR, 10 with severe NPDR, 30 with proliferative DR, and 15 with DME) had clinically referable DR. Geometric perfusion deficit metric that included the FAZ performed better than GPD in detecting referable DR in the SCP (P = 0.025) but not the DCP or full retina (P > 0.05 for both). Deep capillary plexus GPD had the largest AUC for detecting clinically referable eyes (AUC = 0.965, SN = 97.2%, SP = 84.8%), which was significantly larger than the AUC for vessel density of any layer (P < 0.05 for all) but not DCP VLD (P = 0.166). The cutoff value of 2.5% for DCP GPD resulted in a highly sensitive test for detecting clinically referable eyes without adjusting for covariates (AUC = 0.955, SN = 97.2%, SP = 79.7%). Conclusions: Vascular parameters in OCTA, especially in the DCP, have the potential to identify eyes that warrant further evaluation. Geometric perfusion deficits may better distinguish these clinically referable eyes with DR than standard vessel density parameters.
KW - Deep capillary plexus
KW - Diabetic retinopathy
KW - OCTA
KW - Optical coherence tomography angiography
KW - Retina
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U2 - 10.1016/j.oret.2022.05.028
DO - 10.1016/j.oret.2022.05.028
M3 - Article
C2 - 35661804
AN - SCOPUS:85135401531
SN - 2468-7219
VL - 6
SP - 1194
EP - 1205
JO - Ophthalmology Retina
JF - Ophthalmology Retina
IS - 12
ER -