Evidence map›Paper›PMID 42870909›Full record

SynthesisFrontiers in endocrinology2026

Corneal endothelial changes in type 2 diabetes mellitus: a systematic review and meta-analysis with subgroup comparisons by diabetic retinopathy status and disease duration.

Yongran Li, Chenlin Li, Zhimin Cen, Dingwang Su, Tulong Lin

Abstract readSystematic ReviewMeta-Analysis
In one paragraph

Synthesis 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.

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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

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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

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5 · Who and what money

Authors and funding

5 authors.

Yongran Li *Center of Ophthalmology, Heyou Hospital, Foshan, China.
Chenlin Li *Department of Cardiology, Jieyang People's Hospital, Jieyang, China.
Zhimin CenCenter of Ophthalmology, Zhongshan Torch Development Zone People's Hospital, Zhongshan, China.
Dingwang SuCenter of Ophthalmology, Zhongshan Torch Development Zone People's Hospital, Zhongshan, China.
Tulong LinCenter of Ophthalmology, Zhongshan Torch Development Zone People's Hospital, Zhongshan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Type 2 diabetes mellitus (T2DM) affects multiple ocular structures, yet the extent of corneal endothelial alterations across different stages of diabetic retinopathy (DR) and disease duration remains unclear. This meta-analysis quantified corneal endothelial changes in T2DM across subgroups defined by DR status and diabetes duration. Methods: This systematic review adhered to PRISMA and MOOSE guidelines (PROSPERO: CRD420261473313). Five databases were searched from inception through July 15, 2026. Cross-sectional studies comparing endothelial cell density (ECD), coefficient of variation (CV), and percentage of hexagonal cells (HEX) in T2DM patients versus controls or between T2DM subgroups were included. Study quality was assessed using the AHRQ checklist. Effect sizes were calculated as Cohen's d using fixed-effect or random-effects models based on heterogeneity. Sensitivity analyses used the leave-one-out method; publication bias was assessed with funnel plots, Egger's test, and trim-and-fill analysis. Results: Twenty-two studies (5,878 eyes) were included. T2DM patients showed significantly lower ECD (d = -0.35, P < 0.001), higher CV (d = 0.25, P < 0.001), and lower HEX (d = -0.28, P < 0.001) versus controls. Eyes with DR had lower ECD (d = -0.22, P = 0.002), higher CV (d = 0.26, P = 0.005), and lower HEX (d = -0.23, P = 0.02) versus eyes without DR. No significant differences emerged between PDR and NPDR. Longer disease duration (≥10 years) was associated with lower ECD (d = -0.39, P = 0.04) and lower HEX (d = -0.18, P = 0.003). Sensitivity analyses showed that HEX (T2DM vs. controls), CV (PDR vs. NPDR), and CV (duration comparison) were not robust; trim-and-fill reversed the CV duration result. Conclusions: T2DM is associated with impaired corneal endothelial morphology, with greater changes in the presence of DR and longer duration. Several estimates were sensitive to individual studies or publication bias, warranting cautious interpretation. Preoperative endothelial assessment may be beneficial in diabetic patients, particularly those with DR or long disease duration. Systematic review registration: https://www.crd.york.ac.uk/PROSPERO/view/CRD420261473313, identifier CRD420261473313.

Indexed as

Diabetes Mellitus, Type 2Diabetic RetinopathyEndothelium, CornealCross-Sectional StudiesHumanscorneal endotheliumdiabetic retinopathymeta-analysisspecular microscopytype 2 diabetes mellitus

Identifiers

PMID42870909
PMCPMC13657926

What OpenQuestion holds

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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.