Research graph
References from Multimodal Retinal Structural and Functional Tests Identify Local and Layer-Related Alterations in Early Type 2 Diabetes. Local targets link to admitted publications; unresolved targets remain external evidence.
Global prevalence of prediabetes
10.2337/dc22-2376 · 2023 · External reference
Global, regional, and national burden of diabetes from 1990 to 2021, with projections of prevalence to 2050: a systematic analysis for the Global Burden of Disease Study 2021
10.1016/s0140-6736(23)01301-6 · 2023 · External reference
Global prevalence of diabetic retinopathy and projection of burden through 2045: systematic review and meta-analysis
10.1016/j.ophtha.2021.04.027 · 2021 · External reference
Reversed neurovascular coupling on optical coherence tomography angiography is the earliest detectable abnormality before clinical diabetic retinopathy
10.3390/jcm9113523 · 2020 · External reference
Imaging the retinal vascular mural cells in vivo: elucidating the timeline of their loss in diabetic retinopathy
10.1161/atvbaha.123.320169 · 2024 · External reference
Color vision and neuroretinal function in diabetes
10.1007/s10633-014-9476-4 · 2015 · External reference
Early visual changes in diabetic patients with no retinopathy, measured by color discrimination and electroretinography
10.3922/j.psns.2013.2.11 · 2013 · External reference
Retinal layers changes in human preclinical and early clinical diabetic retinopathy support early retinal neuronal and Müller cells alterations
10.1155/2013/905058 · 2013 · External reference
Early neurodegeneration in the retina of type 2 diabetic patients
10.1167/iovs.11-8997 · 2012 · External reference
Retinal neurovascular impairment in full-course diabetic retinopathy: the Guangdong Diabetic Retinopathy Multiple-Omics Study
10.1167/iovs.65.14.20 · 2024 · External reference
Temporal frequency abnormalities in early-stage diabetic retinopathy assessed by electroretinography
10.1167/iovs.18-25199 · 2018 · External reference
Quantifying microvascular abnormalities with increasing severity of diabetic retinopathy using optical coherence tomography angiography
10.1167/iovs.17-21787 · 2017 · External reference
Quantitative retinal optical coherence tomography angiography in patients with diabetes without diabetic retinopathy
10.1167/iovs.16-20531 · 2017 · External reference
Quantifying microvascular changes using OCT angiography in diabetic eyes without clinical evidence of retinopathy
10.1016/j.oret.2017.09.011 · 2018 · External reference
Early retinal changes by oct angiography and multifocal electroretinography in diabetes
10.3390/jcm9113514 · 2020 · External reference
Perspectives on diabetic retinopathy from advanced retinal vascular imaging
10.1038/s41433-021-01825-2 · 2022 · External reference
Ultrahigh speed OCT angiography of retinal and choriocapillaris alterations in diabetic patients with and without retinopathy using swept source optical coherence tomography
10.1097/iae.0000000000001250 · 2017 · External reference
Perfusion deficits in diabetes without retinopathy localize to the perivenular deep capillaries near the fovea on OCT angiography
10.1016/j.xops.2024.100482 · 2024 · External reference
Visualization of 3 distinct retinal plexuses by projection-resolved optical coherence tomography angiography in diabetic retinopathy
10.1001/jamaophthalmol.2016.4272 · 2016 · External reference
Detailed vascular anatomy of the human retina by projection- resolved optical coherence tomography angiography
10.1038/srep42201 · 2017 · External reference
Foveal avascular zone size and mfERG metrics in diabetes and prediabetes: a pilot study of the relationship between structure and function
10.1007/s10633-023-09943-w · 2023 · External reference
A critical review: psychophysical assessments of diabetic retinopathy
10.1016/j.survophthal.2020.08.003 · 2021 · External reference
Influence of retinopathy on the achromatic and chromatic vision of patients with type 2 diabetes
10.1186/1471-2415-14-104 · 2014 · External reference
Factors associated with impaired color vision without retinopathy amongst people with type 2 diabetes mellitus: a cross-sectional study
10.1186/s12902-017-0181-7 · 2017 · External reference
Visual field abnormalities in early-stage diabetic retinopathy assessed by chromatic perimetry
10.1167/iovs.64.2.8 · 2023 · External reference
Repeatability of a novel chromatic perimeter in a cohort of people with and without glucose dysfunction
10.1097/opx.0000000000002285 · 2025 · External reference
Exploring the relationship between health biomarkers and performance on a novel color perimetry device in prediabetes and type 2 diabetes
2025 · External reference
Towards standardizing retinal optical coherence tomography angiography?: a review
10.1038/s41377-022-00740-9 · 2022 · External reference
Optical coherence tomography angiography avascular area association with 1-year treatment requirement and disease progression in diabetic retinopathy
10.1016/j.ajo.2020.04.024 · 2020 · External reference
2. Classification and diagnosis of diabetes: standards of care in diabetes—2023
2023 · External reference
Functional retinal outcomes in patients with prediabetes and type 2 diabetes
10.1111/opo.12733 · 2020 · External reference
Chromatic mechanisms in lateral geniculate nucleus of macaque
10.1113/jphysiol.1984.sp015499 · 1984 · External reference
A practical guide to optical coherence tomography angiography interpretation
10.1186/s40942-020-00262-9 · 2020 · External reference
Deep learning-based segmentation of OCT images for choroidal thickness
10.1016/j.optom.2025.100556 · 2025 · External reference
Guidelines for imaging the choriocapillaris
10.1016/j.ajo.2020.08.045 · 2020 · External reference
Automated thresholding algorithms outperform manual thresholding in macular optical coherence tomography angiography image analysis
10.1371/journal.pone.0230260 · 2020 · External reference
Short-term effects of atropine on the retina and choroid in young adults
10.1186/s40662-026-00477-1 · 2026 · External reference
NIH Image to ImageJ?: 25 years of image analysis
10.1038/nmeth.2089 · 2012 · External reference
The Lens Opacities Classification System III. The Longitudinal Study of Cataract Study Group
10.1001/archopht.1993.01090060119035 · 1993 · External reference
Optical coherence tomography angiography in diabetic retinopathy
10.1016/j.preteyeres.2023.101206 · 2023 · External reference
Diameter changes of retinal vessels in diabetic retinopathy
10.1007/s11892-017-0909-9 · 2017 · External reference
Diabetic retinopathy: pathophysiology and treatments
10.3390/ijms19061816 · 2018 · External reference
Selective loss of inner retinal layer thickness in type 1 diabetic patients with minimal diabetic retinopathy
10.1167/iovs.08-3143 · 2009 · External reference
Retinal cell damage in diabetic retinopathy
10.3390/cells12091342 · 2023 · External reference
Diabetic retinopathy: seeing beyond glucose-induced microvascular disease
10.2337/db05-1635 · 2006 · External reference
An OCT-A analysis of the importance of intermediate capillary plexus in diabetic retinopathy: a brief review
10.3390/jcm13092516 · 2024 · External reference
Three dimensional analysis of microaneurysms in the human diabetic retina
10.1046/j.1469-7580.1999.19410089.x · 1999 · External reference
Characterization of the middle capillary plexus using optical coherence tomography angiography in healthy and diabetic eyes
10.1097/iae.0000000000001077 · 2016 · External reference
Regulation of blood flow in the retinal trilaminar vascular network
10.1523/jneurosci.1971-14.2014 · 2014 · External reference
Color space distortions in patients with type 2 diabetes mellitus
10.1017/s0952523806233546 · 2006 · External reference
ISCEV standard for clinical multifocal electroretinography (mfERG) (2021 update)
10.1007/s10633-020-09812-w · 2021 · External reference
Assessing retinal function with the multifocal technique
10.1016/s1350-9462(00)00013-6 · 2000 · External reference
Retinal origins of the primate multifocal ERG?: implications for the human response
2002 · External reference
Abnormalities of retinal function in type 2 diabetes mellitus patients without clinical diabetic retinopathy detected by multifocal electroretinogram
2024 · External reference
Multifocal electroretinogram delays reveal local retinal dysfunction in early diabetic retinopathy
1999 · External reference
The early pathogenesis of diabetic retinopathy and its attenuation by sodium-glucose transporter 2 inhibitors
10.2337/db22-0970 · 2024 · External reference
The effect of GLP-1 receptor agonist lixisenatide on experimental diabetic retinopathy
10.1007/s00592-023-02135-7 · 2023 · External reference
The effects of GLP-1 receptor agonists on retinal microvascular alterations
10.3390/biomedicines14051057 · 2026 · External reference
Prediabetes: could it be you?
External reference
With prediabetes, action is the best medicine
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