Evidence mapPaperPMID 41708780Full record

ArticleScientific reports2026

Combined proteomics and metabolomics analyses revealed molecular signatures associated with proliferative diabetic retinopathy.

Yixin Cui, Lingna Rao, Lu Shen, Qirui Li, Liang Peng, Xuerong Zhong, Qichao Song, Lu Shang, Boyong Zhang, Ting Liu and 2 more

Abstract read
In one paragraph

Article in Scientific reports, 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

12 authors.

Yixin Cui *Department of Ophthalmology, The First Affiliated Hospital of Kunming Medical University, Kunming, 650032, China.
Lingna Rao *Department of Ophthalmology, The First Affiliated Hospital of Kunming Medical University, Kunming, 650032, China.
Lu ShenDepartment of Ophthalmology, The First Affiliated Hospital of Kunming Medical University, Kunming, 650032, China.
Qirui LiDepartment of Ophthalmology, The First Affiliated Hospital of Kunming Medical University, Kunming, 650032, China.
Liang PengDepartment of Ophthalmology, The First Affiliated Hospital of Kunming Medical University, Kunming, 650032, China.
Xuerong ZhongDepartment of Ophthalmology, The First Affiliated Hospital of Kunming Medical University, Kunming, 650032, China.
Qichao SongDepartment of Ophthalmology, The First Affiliated Hospital of Kunming Medical University, Kunming, 650032, China.
Lu ShangDepartment of Ophthalmology, The First Affiliated Hospital of Kunming Medical University, Kunming, 650032, China.
Boyong ZhangDepartment of Ophthalmology, The First Affiliated Hospital of Kunming Medical University, Kunming, 650032, China.
Ting LiuDepartment of Ophthalmology, The First Affiliated Hospital of Kunming Medical University, Kunming, 650032, China.
Dongli LiDepartment of Ophthalmology, The First Affiliated Hospital of Kunming Medical University, Kunming, 650032, China. kyxiaoyi51@163.com.
Ling YuanDepartment of Ophthalmology, The First Affiliated Hospital of Kunming Medical University, Kunming, 650032, China. 779669471@qq.com.

Funding

National Natural Science Foundation Project 82260207the Applied Basic Research Foundation of the Department of Science and Technology of Yunnan Province, Yunnan, China 202201AY070001-036The Ocular Trauma Innovation Team of the First Affiliated Hospital of Kunming Medical University 202405AS350013
6 · The paper itself

Abstract

Diabetic retinopathy (DR) is a microvascular complication of diabetes with its exact underlying mechanisms have not been fully elucidated. This study aimed to investigate the effects of key proteins and metabolites on the development of DR. Undiluted vitreous fluid samples were collected from eight patients with proliferative diabetic retinopathy (PDR) and six non-diabetic idiopathic macular hole (iMH) controls. Integration of TMT-tagged quantitative proteomics and untargeted metabolomics analyses was combined with bioinformatics approaches (PCA, differential expression, PPI network, OPLS-DA, pathway enrichment). Key results were validated by ELISA, immunohistochemistry, and cell proliferation and migration assays. Seven key proteins with six key metabolites were identified to be significantly dysregulated in the PDR. In the vitreous body and retinal nerve fiber layer of the DR group, CD5L expression was upregulated, while CLU was downregulated with SERPINF1 (PEDF). CD5L markedly promotes the proliferation and migration of endothelial cells.These molecules were co-enriched in pathways such as the "complement and coagulation cascade" and "prion disease," suggesting a common mechanism of abnormal vascular permeability, inflammatory response, and microthrombosis. Disturbances in creatine metabolism suggested AMPK-related energy dysregulation, and the interaction between CD5L and microglia emphasized its neuroinflammatory regulatory function. This study revealing biomarkers and therapeutic targets, which provide new ideas for diagnosis and precise intervention.

Indexed as

Diabetic RetinopathyMetabolomicsProteomicsAgedBiomarkersCell MovementCell ProliferationClusterinEye ProteinsFemaleHumansMaleMiddle AgedNerve Growth FactorsPigment Epithelium-Derived FactorSerpinsBiomarkersClusterinEye ProteinsNerve Growth FactorsPigment Epithelium-Derived FactorSerpinsDiabetic retinopathyMetabolomicsMulti-omics analysisProteomics

Identifiers

PMID41708780
PMCPMC13013844

What Socratic holds

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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 Socratic graph.