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Discriminating MGMT promoter methylation status in patients with glioblastoma employing amide proton transfer-weighted MRI metrics
- Source :
- European radiology. 28(5)
- Publication Year :
- 2017
-
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). METHODS: Eighteen newly diagnosed GBM patients, who were previously scanned at 3T and had a confirmed MGMT methylation status, were retrospectively analyzed. For each case, a histogram analysis in the tumor 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 the diagnostic performance. RESULTS: Ten GBMs were found to harbor a methylated MGMT promoter, and eight GBMs were unmethylated. The Mean, Variance, 50(th) percentile, 90(th) percentile, and Width(10–90) APTw values were significantly higher in the MGMT unmethylated GBMs than in the MGMT methylated GBMs, with the 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. CONCLUSIONS: APTw signal metrics have the potential to serve as valuable imaging biomarkers for identifying MGMT methylation status in the GBM population.
- Subjects :
- Adult
Male
medicine.medical_specialty
Methyltransferase
Amide proton
Article
030218 nuclear medicine & medical imaging
03 medical and health sciences
Young Adult
0302 clinical medicine
Promoter methylation
medicine
Humans
Radiology, Nuclear Medicine and imaging
In patient
Promoter Regions, Genetic
neoplasms
DNA Modification Methylases
Aged
Retrospective Studies
medicine.diagnostic_test
business.industry
Brain Neoplasms
Tumor Suppressor Proteins
Brain
Magnetic resonance imaging
General Medicine
Methylation
DNA Methylation
Middle Aged
medicine.disease
Amides
Magnetic Resonance Imaging
digestive system diseases
nervous system diseases
DNA Repair Enzymes
ROC Curve
Cancer research
Female
Radiology
Protons
business
Glioblastoma
030217 neurology & neurosurgery
Biomarkers
Subjects
Details
- ISSN :
- 14321084
- Volume :
- 28
- Issue :
- 5
- Database :
- OpenAIRE
- Journal :
- European radiology
- Accession number :
- edsair.doi.dedup.....a5ff0d1eda38858fb6bb8a6f839fe1da