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Discriminating MGMT promoter methylation status in patients with glioblastoma employing amide proton transfer-weighted MRI metrics.
- Source :
-
European radiology [Eur Radiol] 2018 May; Vol. 28 (5), pp. 2115-2123. Date of Electronic Publication: 2017 Dec 12. - Publication Year :
- 2018
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Abstract
- Objectives: To explore the feasibility of using amide proton transfer-weighted (APTw) MRI metrics as surrogate biomarkers to identify the O6-methylguanine-DNA methyltransferase (MGMT) promoter methylation status in glioblastoma (GBM).<br />Methods: Eighteen newly diagnosed GBM patients, who were previously scanned at 3T and had a confirmed MGMT methylation status, were retrospectively analysed. For each case, a histogram analysis in the tumour mass was performed to evaluate several quantitative APTw MRI metrics. The Mann-Whitney test was used to evaluate the difference in APTw parameters between MGMT methylated and unmethylated GBMs, and the receiver-operator-characteristic analysis was further used to assess diagnostic performance.<br />Results: Ten GBMs were found to harbour a methylated MGMT promoter, and eight GBMs were unmethylated. The mean, variance, 50th percentile, 90th percentile and Width <subscript>10-90</subscript> APTw values were significantly higher in the MGMT unmethylated GBMs than in the MGMT methylated GBMs, with areas under the receiver-operator-characteristic curves of 0.825, 0.837, 0.850, 0856 and 0.763, respectively, for the discrimination of MGMT promoter methylation status.<br />Conclusions: APTw signal metrics have the potential to serve as valuable imaging biomarkers for identifying MGMT methylation status in the GBM population.<br />Key Points: • APTw-MRI is applied to predict MGMT promoter methylation status in GBMs. • GBMs with unmethylated MGMT promoter present higher APTw-MRI than methylated GBMs. • Multiple APTw histogram metrics can identify MGMT methylation status. • Mean APTw values showed the highest diagnostic accuracy (AUC = 0.825).
- Subjects :
- Adult
Aged
Biomarkers metabolism
Brain metabolism
Brain Neoplasms genetics
Brain Neoplasms metabolism
DNA Methylation
DNA Modification Methylases metabolism
DNA Repair Enzymes metabolism
Female
Glioblastoma genetics
Glioblastoma metabolism
Humans
Male
Middle Aged
Promoter Regions, Genetic
Protons
ROC Curve
Retrospective Studies
Tumor Suppressor Proteins metabolism
Young Adult
Amides chemistry
Brain diagnostic imaging
Brain Neoplasms diagnosis
DNA Modification Methylases genetics
DNA Repair Enzymes genetics
Glioblastoma diagnosis
Magnetic Resonance Imaging methods
Tumor Suppressor Proteins genetics
Subjects
Details
- Language :
- English
- ISSN :
- 1432-1084
- Volume :
- 28
- Issue :
- 5
- Database :
- MEDLINE
- Journal :
- European radiology
- Publication Type :
- Academic Journal
- Accession number :
- 29234914
- Full Text :
- https://doi.org/10.1007/s00330-017-5182-4