Evidence map›Paper›PMID 41563729›Full record

ArticleDiabetes2026

Diabetic Corneal Neuropathy Precedes and Is Associated With Diabetic Retinopathy.

Chang Liu, Isabelle Xin Yu Lee, Can Can Xue, Mingyi Yu, Ansa Anam, Regina Kay Ting Wong, Ching-Yu Cheng, Yu-Chi Liu

Abstract read
In one paragraph

Article in Diabetes, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

8 authors.

Chang LiuRegenerative Therapy Group, Singapore Eye Research Institute, Singapore.
Isabelle Xin Yu LeeRegenerative Therapy Group, Singapore Eye Research Institute, Singapore.
Can Can XueOcular Epidemiology Research Group, Singapore Eye Research Institute, Singapore.
Mingyi YuRegenerative Therapy Group, Singapore Eye Research Institute, Singapore.
Ansa AnamDepartment of Ophthalmology, Khyber Teaching Hospital, Peshawar, Pakistan.
Regina Kay Ting WongRegenerative Therapy Group, Singapore Eye Research Institute, Singapore.
Ching-Yu ChengOcular Epidemiology Research Group, Singapore Eye Research Institute, Singapore.ORCID 0000-0003-0655-885X
Yu-Chi LiuRegenerative Therapy Group, Singapore Eye Research Institute, Singapore.ORCID 0000-0001-5408-0382

Funding

National Medical Research Council CSIRG24jul-0010National Medical Research Council MOH-CSAINV24jul-0005
6 · The paper itself

Abstract

Diabetic corneal neuropathy (DCN) and diabetic retinopathy (DR) are microvascular complications and share common pathophysiological mechanisms. However, the relationship between them remains poorly defined. In this cross-sectional study, we aimed to investigate the association among DCN, DR, and tear mediators in 1,654 eyes from 822 participants, comprising 634 patients with type 2 diabetes and 188 healthy participants. Our data demonstrated that compared with control participants, all patients with diabetes had significantly impaired corneal nerve metrics, increased dendritic cell length and density, and larger corneal microneuromas, even in the absence of DR. Patients with nonproliferative DR (NPDR) and proliferative DR (PDR) showed significantly reduced corneal nerve parameters compared with those with no DR. Furthermore, patients with PDR presented significantly worse ocular surface clinical manifestations than patients with no DR, patients with NPDR, and control participants. Cumulative link mixed models demonstrated that corneal sensitivity and corneal nerve parameters were significantly associated with the severity of DR. Tear substance P concentrations were significantly lower across all stages of DR compared with control participants. Tear MMP-9, substance P, and IGFBP-3 levels were significantly associated with corneal nerve and ocular surface parameters. This study demonstrates that DCN precedes the onset of DR and worsens with the severity of DR. Corneal nerve status could be an early indicator and predictor of DR. ARTICLE HIGHLIGHTS: Both diabetic corneal neuropathy (DCN) and diabetic retinopathy (DR) are microvascular complications and share common pathophysiological mechanisms. The links between them are poorly understood. We investigated the relationship between DCN and DR by studying imaging features, clinical manifestations, and tear biomarkers. Our study demonstrated that DCN precedes the onset of DR, and DCN worsens with the severity of DR stage. Corneal sensitivity and corneal nerve parameters are significantly associated with DR severity. Tear MMP-9, substance P, and IGFBP-3 were significantly altered in DR. Corneal nerve status could be an early indicator and predictor of DR.

Indexed as

CorneaCorneal DiseasesDiabetes Mellitus, Type 2Diabetic NeuropathiesDiabetic RetinopathyAgedCross-Sectional StudiesFemaleHumansMaleMiddle AgedTears

Identifiers

PMID41563729
PMCPMC13007213

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Registered trials

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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.