Evidence map›Paper›PMID 42712759›Full record

ReviewFrontiers in endocrinology2026

Can continuous glucose monitoring-derived glycemic variability predict retinal neurodegeneration earlier than HbA1c in patients without clinically apparent retinopathy?

Yixiang Su, Guang Han, Qinghua Su

Abstract readReview
In one paragraph

Review in Frontiers in endocrinology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Yixiang SuChangchun University of Chinese Medicine, Changchun, Jilin, China.
Guang HanDepartment of Ophthalmology, Pingyang Branch, Changchun Hospital of Traditional Chinese Medicine, Changchun, Jilin, China.
Qinghua SuChangchun University of Chinese Medicine, Changchun, Jilin, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Early screening for diabetic retinopathy (DR) has long relied on the detection of fundus vascular lesions. However, accumulating evidence indicates that retinal neurodegeneration may occur before overt microvascular abnormalities become clinically visible. At the stage of no clinically apparent diabetic retinopathy (NDR), glycated hemoglobin A1c (HbA1c), by virtue of its averaging nature, is unable to adequately reflect the acute metabolic stress imposed by short-term glycemic variability (GV) on the retinal neurovascular unit (NVU). The increasing use of continuous glucose monitoring (CGM) has made dynamic glycemic metrics such as time in range (TIR) and coefficient of variation (CV) clinically accessible. This review summarizes the clinical and mechanistic evidence supporting CGM-derived GV metrics in the association with early retinal injury in patients with NDR. Mechanistic studies indicate that fluctuating hyperglycemia induces mitochondrial oxidative stress more readily than sustained hyperglycemia and can activate Müller cell- and microglia-mediated neuroinflammation while disrupting tight junctions within the blood-retinal barrier. Clinical studies further show that reduced TIR and elevated CV are associated with early thinning of the retinal nerve fiber layer and reduced microvascular density, and some of these associations remain significant after adjustment for HbA1c. On this basis, we propose a dual-dimensional risk assessment strategy combining HbA1c with TIR/CV and suggest that patients with NDR who exhibit marked glycemic variability on CGM should undergo intensified monitoring. Integrating dynamic CGM metrics with optical coherence tomography (OCT) and OCT angiography (OCTA) may enable risk stratification during the NDR stage and shift the intervention window for DR forward to a critical phase for neuroprotection.

Indexed as

Blood GlucoseDiabetic RetinopathyGlycated HemoglobinRetinal DegenerationContinuous Glucose MonitoringHumansHyperglycemiaBlood GlucoseGlycated Hemoglobinhemoglobin A1c protein, humancontinuous glucose monitoringdiabetic retinopathyearly warningglycated hemoglobinglycemic variabilityretinal neurodegenerationtime in range

Identifiers

PMID42712759
PMCPMC13550990

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.