Data · dataset · 2026
Image 1_Discovery of metabolite biomarkers for cerebral ischemia-reperfusion injury based on metabolomics: neurotoxic mechanism and functional validation of a flavopiridol -related metabolite.tif
Listed in ZivaHub and Deakin Research Online and DMU Figshare — shown once because both records carry DOI 10.3389/fmolb.2026.1752337.s003
Description
Objective<p>To investigate the role and potential mechanism of metabolite alterations during cerebral ischemia-reperfusion injury (CIRI) and to explore novel candidate molecular markers for the diagnosis of this disease.</p>Methods<p>A rat model of middle cerebral artery occlusion was established using the modified Longa EZ intraluminal suture method. The infarct status was comprehensively evaluated by neurological deficit score (mNSS), TTC staining, HE staining, and Nissl staining.
Serum metabolite changes after CIRI were detected using non-targeted metabolomics, and the potential toxic effects of significantly altered metabolites were predicted using the ProTox tool. Subsequently, bioinformatics analysis was employed to identify core targets and key pathways associated with the metabolite of interest, followed by molecular docking and molecular dynamics simulations to predict their interactions.</p>Results<p>Metabolomic analysis identified 41 significantly upregulated and 232 downregulated metabolites.
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Among the significantly altered metabolites, a flavopiridol‐related metabolite (FRM) exhibited potential neurotoxic characteristics. A total of 193 CIRI-related core targets were associated with this metabolite, from which 10 core targets and 15 key pathways were further screened. ROC analysis suggested that this metabolite possessed good discriminatory ability (AUC = 0.94).
Molecular docking results showed binding energies of less than −7 kcal/mol for all core targets. A 100 ns molecular dynamics simulation indicated that the complex formed by the FRM and SRC remained structurally stable, as evidenced by balanced RMSD, Rg, SASA, and P-L-RMSD values. The calculated binding free energy was −32.48 kcal/mol, with key residues LEU-393, MET-341, and GLU-339 contributing significantly to the interaction, suggesting potential biological activity.</p>Conclusion<p>This study reveals a complex metabolic reprogramming phenomenon during CIRI and preliminarily identifies a FRM as a potential candidate molecular marker and possible interventional target, providing a new theoretical basis and directions for future research on the diagnosis and treatment of CIRI.</p>
Links
Where it is published
- DOI doi.org/10.3389/fmolb.2026.1752337.s003 ↗
DOI / persistent id · from zivahub uct ac za
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from zivahub uct ac za
Topics
- From keywords
- Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Life Sciences · Life Sciences · Life Sciences
- Inferred from text
- Bioinformatics and computational biology 75% · Disease 75% · Image 75% · Simulation 75%
Provenance · 3 source records, 15 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ZivaHub | oai:figshare.com:article/34038450 | 13 d ago | JSON v1 |
| Deakin Research Online | oai:figshare.com:article/34038450 | 13 d ago | JSON v1 |
| DMU Figshare | oai:figshare.com:article/34038450 | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[disease].local:disease:disease | enrichment · zivahub uct ac za | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[field].anzsrc:group:3102 | enrichment · zivahub uct ac za | taxonomy-embedding@1.1.0 | title+keywords+description (75%) |
| concepts[field].local:field:earth-environmental | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[method].local:method:simulation | enrichment · zivahub uct ac za | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:image | enrichment · zivahub uct ac za | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/description |
| license | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/rights |
| publication_date | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| title | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/title |