Early microvascular and neuro-retinal alterations in type 2 diabetic patients without diabetic retinopathy
Wang, W.; Zheng, Y.; Liu, S.; Li, Y.; Huang, W.; Liang, X.; Liu, Y.
Show abstract
Purposeto evaluate and correlate the alterations of microvascular and chorioretinal structure in Type 2 diabetes mellitus (T2DM) patients without clinical signs of DR. MethodsT2DM patients were randomized sampled from Guangzhou Diabetic Eye Study and healthy controls from the community of Guangzhou, China were recruited in this cross-sectional study. Demographic, clinical and ocular parameters were regularly obtained. Retinal thickness (RT), retinal nerve fiber layer (RNFL) thickness, ganglion cell-inner plexiform layer (GC-IPL) thickness, outer retina layer (ORL) thickness and choroid thickness (CT) were automatically evaluated by swept-source optical coherence tomography (SS-OCT) in the 1, 3, and 6 mm centered on fovea. Vessel density (VD) was obtained by OCT angiography (OCTA) in the 1 and 3 mm centered on the fovea. Results1,444 eyes of 1,444 individuals (722 T2DM patients and 722 healthy controls) were included in the final analyses. Macular average RNFL was thinned (P < 0.001), average GC-IPL was thickened (P < 0.001), and ORL was thickened (P = 0.012) in DM patients compared with healthy controls independent of confounding factors. VD was significantly increased in diabetic patients without DR. Correlations were found between VD and specific layers of retina both in DM patients and in healthy controls. Especially in DM patients, average RT in positively related with parafoveal VD ({beta}= 0.010, 95%CI: 0.003 to 0.017) and total average VD ({beta}= 0.010,95%CI: 0.003 to 0.016). Specifically, RNFL thickness is inversely related with VD, while both GC-IPL and ORL thickness are positively related with VD in diabetic patients without DR. ConclusionThis study reports and correlates the early alterations of chorioretinal structure and retinal superficial vessels in T2DM patients even before the onset of clinical signs of DR. Findings of this study may provide novel insights to explore the pathogenesis of DR.
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Ocular findings, surgery details and outcomes in proliferative diabetic retinopathy patients with chronic kidney disease 97%
- A Normative Database of A-Scan Data Using the Heidelberg Spectralis Spectral Domain Optical Coherence Tomography Machine 97%
- Diagnosis of central serous chorioretinopathy by deep learning analysis of en face images of choroidal vasculature 97%
Similar papers in this journal
- The Association between Macular Structure and Idiopathic Epiretinal Membrane 98%
- Involvement of c-Jun N-terminus kinase 2 (JNK2) in Endothelin-1 (ET-1) mediated neurodegeneration of retinal ganglion cells 95%
- Association between Drusen Burden Determined by OCT and Genetic Risk in Early and Intermediate Age-Related Macular Degeneration 94%
Similar papers in this journal
- Association of renal function with diabetic retinopathy and macular edema among patients with type 2 diabetes mellitus 98%
- Evaluation of OCT biomarker changes in treatment-naive neovascular AMD using a deep semantic segmentation algorithm 93%
- Automated vision screening of children using a mobile graphic device 92%
Similar papers in this journal
- Grip strength is associated with retinal and choroidal thickness in type 2 diabetes mellitus patients without retinopathy 94%
- Prevalence, incidence and risk factors for myopia among urban and rural children in southern China: protocol for a school-based cohort study 94%
- Functional changes of visual cortex in pre- and post- operative intermittent exotropia patients: study protocol for a non-randomized case-control clinical trial 94%
Similar papers in this journal
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.