Discriminating MGMT promoter methylation status in patients with glioblastoma employing amide proton transfer-weighted MRI metrics
Creators
- 1. Futian Traditional Chinese Medicine Hospital, Department of Radiology, Shenzhen, Guangdong (China)
- 2. Johns Hopkins University, Division of MR Research, Department of Radiology, Baltimore, MD (United States)
- 3. Southern Medical University, Department of Radiology, Zhujiang Hospital, Guangzhou, Guangdong (China)
- 4. Southern Medical University, Department of Pathology, Zhujiang Hospital, Guangzhou, Guangdong (China)
- 5. Southern Medical University, Department of Neurology, Zhujiang Hospital, Guangzhou, Guangdong (China)
- 6. Xi'an Jiaotong University Health Science Center, Department of Epidemiology and Health Statistics, School of Public Health, Xi'an, Shaanxi (China)
- 7. The University of Texas MD Anderson Cancer Center, Department of Radiation Physics, Division of Radiation Oncology, Houston, TX (United States)
- 8. Johns Hopkins University, Department of Pathology, Baltimore, MD (United States)
Description
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). 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. Ten GBMs were found to harbour a methylated MGMT promoter, and eight GBMs were unmethylated. The mean, variance, 50th percentile, 90th percentile and Width10-90 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. APTw signal metrics have the potential to serve as valuable imaging biomarkers for identifying MGMT methylation status in the GBM population. (orig.)
Availability note (English)
Available from: http://dx.doi.org/10.1007/s00330-017-5182-4Additional details
Identifiers
Publishing Information
- Journal Title
- European Radiology
- Journal Volume
- 28
- Journal Issue
- 5
- Journal Page Range
- p. 2115-2123
- ISSN
- 0938-7994
- CODEN
- EURAE3
INIS
- Country of Publication
- Germany
- Country of Input or Organization
- Germany
- INIS RN
- 49054302
- Subject category
- S62: RADIOLOGY AND NUCLEAR MEDICINE;
- Descriptors DEI
- AMIDES; BIOLOGICAL MARKERS; BRAIN; DNA; GLIOMAS; GUANINE; IMAGE PROCESSING; MAGNETIC FIELDS; METHYL TRANSFERASES; METHYLATION; NMR IMAGING; PROTON DENSITY; PROTON TRANSPORT; RELAXATION TIME; TUMOR PROMOTERS; WEIGHTING FUNCTIONS
- Descriptors DEC
- AMINES; AROMATICS; AZAARENES; BODY; CARBON-GROUP TRANSFERASES; CENTRAL NERVOUS SYSTEM; CHARGED-PARTICLE TRANSPORT; CHEMICAL REACTIONS; DIAGNOSTIC TECHNIQUES; DISEASES; ENZYMES; FUNCTIONS; HETEROCYCLIC COMPOUNDS; HYDROCARBONS; HYDROXY COMPOUNDS; NEOPLASMS; NERVOUS SYSTEM; NERVOUS SYSTEM DISEASES; NUCLEIC ACIDS; ORGANIC COMPOUNDS; ORGANIC NITROGEN COMPOUNDS; ORGANS; PROCESSING; PROMOTERS; PROTEINS; PURINES; RADIATION TRANSPORT; TRANSFERASES