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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>

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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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