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Reduced macula microvascular densities may be an early indicator for diabetic peripheral neuropathy
Purpose: To assess the alteration in the macular microvascular in type 2 diabetic patients with peripheral neuropathy (DPN) and without peripheral neuropathy (NDPN) by optical coherence tomography angiography (OCTA) and explore the correlation between retinal microvascular abnormalities and DPN dise...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9788121/ https://www.ncbi.nlm.nih.gov/pubmed/36568975 http://dx.doi.org/10.3389/fcell.2022.1081285 |
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author | Deng, Xiaoyu Wang, Shiqi Yang, Yan Chen, Aizhen Lu, Jinger Hao, Jinkui Wu, Yufei Lu, Qinkang |
author_facet | Deng, Xiaoyu Wang, Shiqi Yang, Yan Chen, Aizhen Lu, Jinger Hao, Jinkui Wu, Yufei Lu, Qinkang |
author_sort | Deng, Xiaoyu |
collection | PubMed |
description | Purpose: To assess the alteration in the macular microvascular in type 2 diabetic patients with peripheral neuropathy (DPN) and without peripheral neuropathy (NDPN) by optical coherence tomography angiography (OCTA) and explore the correlation between retinal microvascular abnormalities and DPN disease. Methods: Twenty-seven healthy controls (42 eyes), 36 NDPN patients (62 eyes), and 27 DPN patients (40 eyes) were included. OCTA was used to image the macula in the superficial vascular complex (SVC) and deep vascular complex (DVC). In addition, a state-of-the-art deep learning method was employed to quantify the microvasculature of the two capillary plexuses in all participants using vascular length density (VLD). Results: Compared with the healthy control group, the average VLD values of patients with DPN in SVC (p = 0.010) and DVC (p = 0.011) were significantly lower. Compared with NDPN, DPN patients showed significantly reduced VLD values in the SVC (p = 0.006) and DVC (p = 0.001). Also, DPN patients showed lower VLD values (p < 0.05) in the nasal, superior, temporal and inferior sectors of the inner ring of the SVC when compared with controls; VLD values in NDPN patients were lower in the nasal section of the inner ring of SVC (p < 0.05) compared with healthy controls. VLD values in the DVC (AUC = 0.736, p < 0.001) of the DPN group showed a higher ability to discriminate microvascular damage when compared with NDPN. Conclusion: OCTA based on deep learning could be potentially used in clinical practice as a new indicator in the early diagnosis of DM with and without DPN. |
format | Online Article Text |
id | pubmed-9788121 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97881212022-12-24 Reduced macula microvascular densities may be an early indicator for diabetic peripheral neuropathy Deng, Xiaoyu Wang, Shiqi Yang, Yan Chen, Aizhen Lu, Jinger Hao, Jinkui Wu, Yufei Lu, Qinkang Front Cell Dev Biol Cell and Developmental Biology Purpose: To assess the alteration in the macular microvascular in type 2 diabetic patients with peripheral neuropathy (DPN) and without peripheral neuropathy (NDPN) by optical coherence tomography angiography (OCTA) and explore the correlation between retinal microvascular abnormalities and DPN disease. Methods: Twenty-seven healthy controls (42 eyes), 36 NDPN patients (62 eyes), and 27 DPN patients (40 eyes) were included. OCTA was used to image the macula in the superficial vascular complex (SVC) and deep vascular complex (DVC). In addition, a state-of-the-art deep learning method was employed to quantify the microvasculature of the two capillary plexuses in all participants using vascular length density (VLD). Results: Compared with the healthy control group, the average VLD values of patients with DPN in SVC (p = 0.010) and DVC (p = 0.011) were significantly lower. Compared with NDPN, DPN patients showed significantly reduced VLD values in the SVC (p = 0.006) and DVC (p = 0.001). Also, DPN patients showed lower VLD values (p < 0.05) in the nasal, superior, temporal and inferior sectors of the inner ring of the SVC when compared with controls; VLD values in NDPN patients were lower in the nasal section of the inner ring of SVC (p < 0.05) compared with healthy controls. VLD values in the DVC (AUC = 0.736, p < 0.001) of the DPN group showed a higher ability to discriminate microvascular damage when compared with NDPN. Conclusion: OCTA based on deep learning could be potentially used in clinical practice as a new indicator in the early diagnosis of DM with and without DPN. Frontiers Media S.A. 2022-12-09 /pmc/articles/PMC9788121/ /pubmed/36568975 http://dx.doi.org/10.3389/fcell.2022.1081285 Text en Copyright © 2022 Deng, Wang, Yang, Chen, Lu, Hao, Wu and Lu. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Cell and Developmental Biology Deng, Xiaoyu Wang, Shiqi Yang, Yan Chen, Aizhen Lu, Jinger Hao, Jinkui Wu, Yufei Lu, Qinkang Reduced macula microvascular densities may be an early indicator for diabetic peripheral neuropathy |
title | Reduced macula microvascular densities may be an early indicator for diabetic peripheral neuropathy |
title_full | Reduced macula microvascular densities may be an early indicator for diabetic peripheral neuropathy |
title_fullStr | Reduced macula microvascular densities may be an early indicator for diabetic peripheral neuropathy |
title_full_unstemmed | Reduced macula microvascular densities may be an early indicator for diabetic peripheral neuropathy |
title_short | Reduced macula microvascular densities may be an early indicator for diabetic peripheral neuropathy |
title_sort | reduced macula microvascular densities may be an early indicator for diabetic peripheral neuropathy |
topic | Cell and Developmental Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9788121/ https://www.ncbi.nlm.nih.gov/pubmed/36568975 http://dx.doi.org/10.3389/fcell.2022.1081285 |
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