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Ultra-high-field sodium MRI as biomarker for tumor extent, grade and IDH mutation status in glioma patients
- Source :
- NeuroImage : Clinical, NeuroImage: Clinical, Vol 28, Iss, Pp 102427-(2020)
- Publication Year :
- 2020
- Publisher :
- Elsevier, 2020.
-
Abstract
- Highlights • MRI derived total 23Na concentration differs significantly in glioma subregions. • Total 23Na concentration could reflect IDH mutation status and tumor grade. • 23Na MRI yields potential non-invasive biomarkers for the treatment of gliomas.<br />Purpose This prospective clinical trial investigated sodium (23Na) MRI at 7 Tesla (T) field strength as biomarker for tumor extent, isocitrate dehydrogenase (IDH) mutation and O6-methylguanine DNA methyltransferase (MGMT) promotor methylation in glioma patients. Methods 28 glioma patients underwent 23Na MRI on a 7T scanner (Siemens Healthcare, Erlangen, Germany) parallel to standard 3T MRI before chemoradiation. Areas of Gadolinium-contrast enhancement (gdce), non-enhancing T2-hyperintensity (regarded as edema), necrosis, and normal-appearing white matter (nawm) were segmented on 3T MRI imaging and were co-registered with the 23Na images. The median total 23Na concentrations of all areas were compared by pairwise t-tests. Furthermore, areas of gdce and edema were merged to yield the whole tumor area without necrosis. Subsequently, the difference in median of the 23Na concentration of this whole tumor area was compared between IDH-mutated and IDH wild-type gliomas as well as MGMT methylated and MGMT not-methylated glioblastomas using Whitney-Mann U-tests. All p-values were corrected after the Bonferroni-Holm procedure. Results The 23Na concentration increased successively from nawm to necrotic areas (mean ± sd: nawm = 37.84 ± 5.87 mM, edema = 54.69 ± 10.64 mM, gdce = 61.72 ± 12.95 mM, necrosis = 81.88 ± 17.53 mM) and the concentrations differed statistically significantly between all regarded areas (adjusted p-values for all pairwise comparisons
- Subjects :
- Necrosis
medicine.medical_treatment
lcsh:RC346-429
AUC, area under the curve
Sodium imaging
0302 clinical medicine
Edema
Medicine
Gdce, Gadolinium-contrast-enhancing regions
DNA Modification Methylases
medicine.diagnostic_test
Brain Neoplasms
05 social sciences
T, Tesla
Regular Article
Glioma
SNR, signal-to-noise ratio
Magnetic Resonance Imaging
Isocitrate Dehydrogenase
Isocitrate dehydrogenase
medicine.anatomical_structure
Neurology
lcsh:R858-859.7
medicine.symptom
Cognitive Neuroscience
IDH, isocitrate dehydrogenase
lcsh:Computer applications to medicine. Medical informatics
050105 experimental psychology
Non-invasive biomarker
White matter
03 medical and health sciences
3D-DLCS, 3D Dictionary Learning Compressed Sensing algorithm
Biopsy
Humans
0501 psychology and cognitive sciences
Radiology, Nuclear Medicine and imaging
lcsh:Neurology. Diseases of the nervous system
IQR, interquartile range
Ultra-high-field MRI
Nawm, normal-appearing white matter
business.industry
Tumor Suppressor Proteins
Sodium
DNA Methylation
medicine.disease
23Na, sodium
CRT, chemoradiotherapy
LGG, lower-grade-glioma WHO I-III
IDH mutation
ROC, receiver operating characteristic
Radiation therapy
DNA Repair Enzymes
Mutation
Sodium MRI
Neurology (clinical)
GBM, glioblastoma WHO IV
MGMT, O6-methylguanine DNA methyltransferase
business
Nuclear medicine
SD, standard deviation
Glioblastoma
030217 neurology & neurosurgery
Biomarkers
Subjects
Details
- Language :
- English
- ISSN :
- 22131582
- Volume :
- 28
- Database :
- OpenAIRE
- Journal :
- NeuroImage : Clinical
- Accession number :
- edsair.doi.dedup.....6d1a4fb81aaf032e156434293e76345c