Evidence map›Paper›PMID 41051485›Full record

ArticleActa diabetologica2026

Non-invasive biomarkers for diabetic complications: insights from corneal and retinal imaging.

Meichun Xiao, Yunhan Chen, Xiaoxin Yan, Li Wang, Huiqin Cheng, Wenqu Chen

Abstract read
PubMed Publisher
In one paragraph

Article in Acta diabetologica, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed, 1 pooled it
–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 synthesis or guideline pooled it.

  1. Effect of Retatrutide, a Novel Triple Receptor Agonist, on Blood Pressure and Lipid Levels: A Systematic Review and Meta-analysis of Randomized Controlled Trials.High blood pressure & cardiovascular prevention : the official journal of the Italian Society of Hypertension · 2026
    Pooled it
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

6 authors.

Meichun XiaoDepartment of Ophthalmology, Fujian Medical University Union Hospital, 29 Xinquan Road, Fuzhou, 350005, China. cynthiaxiao@fjmu.edu.cn.ORCID https://orcid.org/0000-0003-2911-3992
Yunhan ChenDepartment of Ophthalmology, Fujian Medical University Union Hospital, 29 Xinquan Road, Fuzhou, 350005, China.
Xiaoxin YanDepartment of Ophthalmology, Fujian Medical University Union Hospital, 29 Xinquan Road, Fuzhou, 350005, China.
Li WangDepartment of Ophthalmology, Fujian Medical University Union Hospital, 29 Xinquan Road, Fuzhou, 350005, China.
Huiqin ChengDepartment of Ophthalmology, Fujian Medical University Union Hospital, 29 Xinquan Road, Fuzhou, 350005, China.
Wenqu ChenDepartment of Ophthalmology, Fujian Medical University Union Hospital, 29 Xinquan Road, Fuzhou, 350005, China. ophcwq@163.com.

Funding

Fujian Provincial Health Technology Project 2023GGA019Joint Funds for the innovation of Science and Technology,Fujian province 2024Y9260Natural Science Foundation of Fujian Province 2021J01750
6 · The paper itself

Abstract

backgroundDiabetes-related complications, such as diabetic peripheral neuropathy (DPN) and chronic kidney disease (CKD), severely affect quality of life. Early detection is crucial. This study investigates ocular imaging parameters as potential biomarkers for these conditions using corneal confocal microscopy (CCM) and optical coherence tomography angiography (OCTA).

methodsThis cross-sectional study included 76 type 2 diabetes patients (139 eyes) from Fujian Medical University Union Hospital. Participants underwent CCM to assess corneal nerve fiber density (CNFD), branching density (CNBD), and nerve fiber length (CNFL). OCTA and OCT were used to evaluate macular and peripapillary retinal vascular densities (VD) and retinal nerve fiber layer (RNFL) thickness. Laboratory tests measured sural nerve conduction velocity (SSNCV), urine albumin-to-creatinine ratio (UACR), and estimated glomerular filtration rate (eGFR). DPN and CKD were categorized using Toronto consensus criteria and UACR thresholds, respectively. Statistical analyses included Spearman correlation and ROC curve evaluations.

resultsSignificant reductions in CNFD, CNBD, and CNFL were observed in the DPN + group compared to DPN- (P < 0.001, P = 0.005, P < 0.001). Corneal nerve parameters correlated positively with SSNCV (r = 0.419-0.430, P < 0.001). ROC analysis demonstrated CNFD as the most sensitive marker for detecting DPN (AUC = 0.7179, 95% CI: 0.6328-0.8031). Retinal superficial VD in the superior macular region showed the highest diagnostic performance for CKD (AUC = 0.7140, 95% CI: 0.6057-0.8223), with significant correlations between retinal VD parameters and UACR.

conclusionsCorneal nerve parameters measured by CCM and retinal vascular parameters assessed by OCTA are promising non-invasive biomarkers for early detection and monitoring of diabetic neuropathic and microvascular disorders.

Indexed as

CorneaDiabetes Mellitus, Type 2Diabetic NeuropathiesRetinaAdultAgedBiomarkersCross-Sectional StudiesDiabetic RetinopathyFemaleHumansMaleMicroscopy, ConfocalMiddle AgedNerve FibersRenal Insufficiency, ChronicBiomarkersChronic kidney diseaseCorneal confocal microscopyDiabetic peripheral neuropathyOptical coherence tomography angiography

Identifiers

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.