Table · dataset · 2026
Table 1_Liquid biopsy using circulating miRNAs for the identification of recurrence-associated biomarkers in glioblastoma CNS WHO grade 4.xlsx
Listed in figshare and Loughborough Research Repository and GRANTS Data and UP Research Data Repository — shown once because both records carry DOI 10.3389/fonc.2026.1938611.s001
Introduction<p>Glioblastoma CNS WHO Grade 4 (GBM) is associated with poor prognosis and high recurrence rates despite the current therapeutic approaches.
Description
Conventional imaging, in particular Magnetic Resonance Imaging (MRI), is primarily used during follow-up to detect tumor recurrence but has limited ability to distinguish recurrence from therapy-related changes, such as tissue necrosis and postoperative scar tissue. Liquid biopsy using circulating tumor-specific serological biomarkers, such as miRNAs, provides a gene expression signature for early identification of GBM recurrence.
This pilot “proof-of-concept” study investigated the potential of circulating tumor-derived miRNA in whole blood samples for early detection of tumor recurrence.</p>Methods<p>In a previous whole-transcriptome screening (NGS) study, whole-blood samples (n = 33) from seven patients and tumor biopsies (n = 4) were used to identify biomarkers. Corresponding to tumor surgery and recurrence, miRNA expression was examined in pre-surgical blood samples and tumor tissues.
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In whole blood, we investigated whether a pattern could be identified indicating post-surgery downregulation, consistent with reduced tumor burden, followed by a return to pre-surgery levels at recurrence. We identified 1–19 miRNA species per patient (a total of 72 miRNAs) showing this pattern. In this manuscript, we present the qRT-PCR validation results.
The 45 most promising miRNAs identified by NGS study were selected and quantified using qRT-PCR. In addition, miR-21 was included as a promising candidate reported in the literature. To address challenges in miRNA normalization, five normalization strategies and unnormalized raw Ct values were compared.</p>Results<p>Two normalization approaches (median DCt normalization and unnormalized raw Ct values) showed no systematic bias.
Depending on the normalization method, the agreement between NGS and qRT-PCR ranged from 23.6 to 27.9%. Although the concordance between NGS and qRT-PCR was low at the individual-patient level, qRT-PCR identified a common set of 24 miRNAs differentially regulated across patients. Notably, miR-424-3p and miR-362-5p were shared by five of seven patients, followed by miR-1307-3p and miR-22-5p, each shared by four patients.
Interestingly, miR-21 did not show the predefined recurrence-associated pattern in any patient.</p>Discussion<p>Blood-based miRNA profiling may complement imaging in longitudinal monitoring of GBM patients, although clinical benefits have not been confirmed, and validation in a larger independent cohort is required.</p>
Links
Where it is published
- DOI doi.org/10.3389/fonc.2026.1938611.s001 ↗
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
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Engineering · Gene expression · Gene expression · Gene expression · Gene expression · Humanities · Humanities · Humanities · Life Sciences · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Social Science · Social Science · Social Science
- Inferred from text
- Cancer 65% · Imaging 75% · Longitudinal study 65% · Magnetic resonance imaging 75% · Sequencing 65% · Tabular 65%
Provenance · 4 source records, 44 field assertions
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| figshare | oai:figshare.com:article/34053849 | 4 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/34053849 | 4 d ago | JSON v1 |
| GRANTS Data | oai:figshare.com:article/34053849 | 4 d ago | JSON v1 |
| UP Research Data Repository | oai:figshare.com:article/34053849 | 4 d ago | JSON v1 |
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| concepts[field].anzsrc:field:310505 | mapping · grantsdata jst go jp | vocabulary-mapper@1.0.0 | keywords['gene expression'] |
| concepts[field].anzsrc:field:310505 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['gene expression'] |
| concepts[field].anzsrc:field:310505 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['gene expression'] |
| concepts[field].anzsrc:field:310505 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['gene expression'] |
| 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 · 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:earth-environmental | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@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:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
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| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@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 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| 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[method].local:method:longitudinal-study | 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 |