Table · dataset · 2026
Data Sheet 1_Methylglyoxal hampers the angiogenic capacity of human retinal endothelial cells modifying cell transcriptome with the contribution of NRSF/REST.pdf
Listed in figshare and Loughborough Research Repository and GRANTS Data and UP Research Data Repository — shown once because both records carry DOI 10.3389/fcell.2026.1762167.s004
Background<p>The functional impairment of retinal microvascular cells is an early and central event in diabetic retinopathy (DR).
Description
Methylglyoxal (MGO), the most reactive precursor of advanced glycation end products (AGEs), has been implicated in vascular injury and neuro-retinal dysfunction. Its direct effects on retinal endothelial cells and underlying molecular mechanisms remain poorly understood.</p>Methods<p>Human retinal endothelial cells (hRECs) were exposed to MGO and the effect of sublethal doses on the proangiogenic function was evaluated by migration, tube formation and pericyte recruitment assays.
MGO derived AGEs were evaluated by western blot. Transcriptome and miRNome profiling were performed to identify gene expression and microRNA perturbations. Integrative in silico analyses combining RNA-Seq with ENCODE ChIP-Seq datasets were used to identify transcriptional regulators responsible for MGO-induced gene deregulation.
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Transcriptomic profiles were compared with independent human DR datasets, and REST was silenced by siRNAs followed by analyses of proangiogenic function.</p>Results<p>The exposure of hRECs to MGO for 72 h is sufficient to increase protein glycation adducts, impair the migration, tube-formation and the recruitment of pericytes. Transcriptome and miRNome analyses highlight that MGO induces extensive transcriptional perturbations, related to gene expression regulation, cell cycle, cell death and vasculature development.
Among the identified transcriptional regulators, Neuron-Restrictive Silencer Factor/RE1-Silencing Transcription Factor (NRSF/REST) emerges as a candidate mediator, with binding sites enriched in 56% of deregulated genes. NRSF/REST expression markedly increases after 24 h of MGO treatment, suggesting it is an early event of the exposure to MGO. Protein–protein interaction network analysis prioritized NRSF/REST as a central node linking key MGO-responsive pathways.
Accordingly, NRSF/REST knockdown is associated with the reduction of TP53 and FOSL2, which are induced by MGO and display NRSF binding sites and known migration-related functions. Importantly, REST silencing significantly attenuates MGO-induced defects in endothelial migration, tube formation and pericyte recruitment, supporting its contribution to both transcriptional and functional endothelial alterations induced by MGO in hRECs.</p>Conclusion<p>These findings demonstrate that MGO exposure disrupts endothelial function and transcriptional homeostasis in hRECs, identifying NRSF/REST as a contributor to MGO-induced endothelial dysfunction and supporting further investigations of the MGO/NRSF-REST axis as a potential therapeutic target for DR.</p>
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Where it is published
- DOI doi.org/10.3389/fcell.2026.1762167.s004 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
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- RNA sequencing 65%
Provenance · 4 source records, 40 field assertions
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|---|---|---|---|
| figshare | oai:figshare.com:article/34054686 | 5 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/34054686 | 5 d ago | JSON v1 |
| GRANTS Data | oai:figshare.com:article/34054686 | 5 d ago | JSON v1 |
| UP Research Data Repository | oai:figshare.com:article/34054686 | 4 d ago | JSON v1 |
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| concepts[field].anzsrc:group:3101 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Cell Biology'] |
| concepts[field].anzsrc:group:3101 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Cell Biology'] |
| concepts[field].anzsrc:group:3101 | mapping · grantsdata jst go jp | vocabulary-mapper@1.0.0 | keywords['Cell Biology'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
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| concepts[field].local:field:life-sciences | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
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| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
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| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[modality].local:modality:rna-seq | enrichment · figshare com | keyword-concept-rules@1.0.0 | title+description (65%) |
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| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |