Cargando…
Normalized Blood Flow Index in Optical Coherence Tomography Angiography Provides a Sensitive Biomarker of Early Diabetic Retinopathy
PURPOSE: To evaluate the sensitivity of normalized blood flow index (NBFI) for detecting early diabetic retinopathy (DR). METHODS: Optical coherence tomography angiography (OCTA) images of healthy controls, diabetic patients without DR (NoDR), and patients with mild nonproliferative DR (NPDR) were a...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Association for Research in Vision and Ophthalmology
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10082385/ https://www.ncbi.nlm.nih.gov/pubmed/37017960 http://dx.doi.org/10.1167/tvst.12.4.3 |
_version_ | 1785021306239975424 |
---|---|
author | Dadzie, Albert K. Le, David Abtahi, Mansour Ebrahimi, Behrouz Son, Taeyoon Lim, Jennifer I. Yao, Xincheng |
author_facet | Dadzie, Albert K. Le, David Abtahi, Mansour Ebrahimi, Behrouz Son, Taeyoon Lim, Jennifer I. Yao, Xincheng |
author_sort | Dadzie, Albert K. |
collection | PubMed |
description | PURPOSE: To evaluate the sensitivity of normalized blood flow index (NBFI) for detecting early diabetic retinopathy (DR). METHODS: Optical coherence tomography angiography (OCTA) images of healthy controls, diabetic patients without DR (NoDR), and patients with mild nonproliferative DR (NPDR) were analyzed in this study. The OCTA images were centered on the fovea and covered a 6 mm × 6 mm area. Enface projections of the superficial vascular plexus (SVP) and the deep capillary plexus (DCP) were obtained for the quantitative OCTA feature analysis. Three quantitative OCTA features were examined: blood vessel density (BVD), blood flow flux (BFF), and NBFI. Each feature was calculated from both the SVP and DCP and their sensitivities to distinguish the three cohorts of the study were evaluated. RESULTS: The only quantitative feature capable of distinguishing all three cohorts was NBFI in the DCP image. Comparative study revealed that both BVD and BFF were able to distinguish the controls and NoDR from mild NPDR. However, neither BVD nor BFF was sensitive enough to separate NoDR from the healthy controls. CONCLUSIONS: The NBFI has been demonstrated as a sensitive biomarker of early DR, revealing retinal blood flow abnormality better than traditional BVD and BFF. The NBFI in the DCP was verified as the most sensitive biomarker, supporting that diabetes affects the DCP earlier than SVP in DR. TRANSLATIONAL RELEVANCE: NBFI provides a robust biomarker for quantitative analysis of DR-caused blood flow abnormalities, promising early detection and objective classification of DR. |
format | Online Article Text |
id | pubmed-10082385 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | The Association for Research in Vision and Ophthalmology |
record_format | MEDLINE/PubMed |
spelling | pubmed-100823852023-04-09 Normalized Blood Flow Index in Optical Coherence Tomography Angiography Provides a Sensitive Biomarker of Early Diabetic Retinopathy Dadzie, Albert K. Le, David Abtahi, Mansour Ebrahimi, Behrouz Son, Taeyoon Lim, Jennifer I. Yao, Xincheng Transl Vis Sci Technol Retina PURPOSE: To evaluate the sensitivity of normalized blood flow index (NBFI) for detecting early diabetic retinopathy (DR). METHODS: Optical coherence tomography angiography (OCTA) images of healthy controls, diabetic patients without DR (NoDR), and patients with mild nonproliferative DR (NPDR) were analyzed in this study. The OCTA images were centered on the fovea and covered a 6 mm × 6 mm area. Enface projections of the superficial vascular plexus (SVP) and the deep capillary plexus (DCP) were obtained for the quantitative OCTA feature analysis. Three quantitative OCTA features were examined: blood vessel density (BVD), blood flow flux (BFF), and NBFI. Each feature was calculated from both the SVP and DCP and their sensitivities to distinguish the three cohorts of the study were evaluated. RESULTS: The only quantitative feature capable of distinguishing all three cohorts was NBFI in the DCP image. Comparative study revealed that both BVD and BFF were able to distinguish the controls and NoDR from mild NPDR. However, neither BVD nor BFF was sensitive enough to separate NoDR from the healthy controls. CONCLUSIONS: The NBFI has been demonstrated as a sensitive biomarker of early DR, revealing retinal blood flow abnormality better than traditional BVD and BFF. The NBFI in the DCP was verified as the most sensitive biomarker, supporting that diabetes affects the DCP earlier than SVP in DR. TRANSLATIONAL RELEVANCE: NBFI provides a robust biomarker for quantitative analysis of DR-caused blood flow abnormalities, promising early detection and objective classification of DR. The Association for Research in Vision and Ophthalmology 2023-04-05 /pmc/articles/PMC10082385/ /pubmed/37017960 http://dx.doi.org/10.1167/tvst.12.4.3 Text en Copyright 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. |
spellingShingle | Retina Dadzie, Albert K. Le, David Abtahi, Mansour Ebrahimi, Behrouz Son, Taeyoon Lim, Jennifer I. Yao, Xincheng Normalized Blood Flow Index in Optical Coherence Tomography Angiography Provides a Sensitive Biomarker of Early Diabetic Retinopathy |
title | Normalized Blood Flow Index in Optical Coherence Tomography Angiography Provides a Sensitive Biomarker of Early Diabetic Retinopathy |
title_full | Normalized Blood Flow Index in Optical Coherence Tomography Angiography Provides a Sensitive Biomarker of Early Diabetic Retinopathy |
title_fullStr | Normalized Blood Flow Index in Optical Coherence Tomography Angiography Provides a Sensitive Biomarker of Early Diabetic Retinopathy |
title_full_unstemmed | Normalized Blood Flow Index in Optical Coherence Tomography Angiography Provides a Sensitive Biomarker of Early Diabetic Retinopathy |
title_short | Normalized Blood Flow Index in Optical Coherence Tomography Angiography Provides a Sensitive Biomarker of Early Diabetic Retinopathy |
title_sort | normalized blood flow index in optical coherence tomography angiography provides a sensitive biomarker of early diabetic retinopathy |
topic | Retina |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10082385/ https://www.ncbi.nlm.nih.gov/pubmed/37017960 http://dx.doi.org/10.1167/tvst.12.4.3 |
work_keys_str_mv | AT dadziealbertk normalizedbloodflowindexinopticalcoherencetomographyangiographyprovidesasensitivebiomarkerofearlydiabeticretinopathy AT ledavid normalizedbloodflowindexinopticalcoherencetomographyangiographyprovidesasensitivebiomarkerofearlydiabeticretinopathy AT abtahimansour normalizedbloodflowindexinopticalcoherencetomographyangiographyprovidesasensitivebiomarkerofearlydiabeticretinopathy AT ebrahimibehrouz normalizedbloodflowindexinopticalcoherencetomographyangiographyprovidesasensitivebiomarkerofearlydiabeticretinopathy AT sontaeyoon normalizedbloodflowindexinopticalcoherencetomographyangiographyprovidesasensitivebiomarkerofearlydiabeticretinopathy AT limjenniferi normalizedbloodflowindexinopticalcoherencetomographyangiographyprovidesasensitivebiomarkerofearlydiabeticretinopathy AT yaoxincheng normalizedbloodflowindexinopticalcoherencetomographyangiographyprovidesasensitivebiomarkerofearlydiabeticretinopathy |