Correlation between dynamic susceptibility contrast perfusion MRI and genomic alterations in glioblastoma
Creators
- 1. Department of Radiology, University of Minnesota Health, B-226 Mayo Memorial Building, MMC 292, 420 Delaware Street S.E., 55455, Minneapolis, MN (United States)
Description
To determine if dynamic susceptibility contrast perfusion MR imaging (DSC-pMRI) can predict significant genomic alterations in glioblastoma (GB). A total of 47 patients with treatment-naive GB (M/F: 23/24, mean age: 54 years, age range: 20-90 years) having DSC-pMRI with leakage correction and genomic analysis were reviewed. Mean relative cerebral blood volume (rCBV), maximum rCBV, relative percent signal recovery (rPSR), and relative peak height (rPH) were derived from T2* signal intensity-time curves by ROI analysis. Major genomic alterations of IDH1-132H, MGMT, p53, EGFR, ATRX, and PTEN status were correlated with DSC-pMRI-derived GB parameters. Statistical analysis was performed utilizing the independent-samples t-test, ROC (receiver operating characteristic) curve analysis, and multivariable stepwise regression model. rCBVmean and rCBVmax were significantly different in relation to the IDH1, MGMT, p53, and PTEN mutation status (all p < 0.05). The rPH of the p53 mutation-positive GBs (mean 4.0 ± 1.5) (p = 0.022). Multivariable stepwise regression analysis revealed that the presence of IDH-1 mutation (B = - 2.81, p = 0.005) was associated with decreased rCBVmean; PTEN mutation (B = - 1.21, p = 0.003) and MGMT methylation (B = - 1.47, p = 0.038) were associated with decreased rCBVmax; and ATRX loss (B = - 1.05, p = 0.008) was associated with decreased rPH. Significant associations were identified between DSC-pMRI-derived parameters and major genomic alterations, including IDH-1 mutation, MGMT methylation, ATRX loss, and PTEN mutation status in GB.
Availability note (English)
Available from: http://dx.doi.org/10.1007/s00234-021-02674-2Additional details
Identifiers
Publishing Information
- Journal Title
- Neuroradiology
- Journal Volume
- 63
- Journal Issue
- 11
- Journal Page Range
- p. 1801-1810
- ISSN
- 0028-3940
- CODEN
- NRDYAB
INIS
- Country of Publication
- Germany
- Country of Input or Organization
- Germany
- INIS RN
- 53012626
- Subject category
- S62: RADIOLOGY AND NUCLEAR MEDICINE;
- Descriptors DEI
- BLOOD CIRCULATION; CEREBRAL ARTERIES; CONTRAST MEDIA; CORRELATIONS; DNA; GENOME MUTATIONS; GLIOMAS; IMAGE PROCESSING; MAGNETIC SUSCEPTIBILITY; MENTAL DISORDERS; METHYLATION; MULTIVARIATE ANALYSIS; NMR IMAGING; REGRESSION ANALYSIS; THALASSEMIA; WEIGHTING FUNCTIONS
- Descriptors DEC
- ANEMIAS; ARTERIES; BLOOD VESSELS; BODY; CARDIOVASCULAR SYSTEM; CHEMICAL REACTIONS; DIAGNOSTIC TECHNIQUES; DISEASES; FUNCTIONS; HEMIC DISEASES; MAGNETIC PROPERTIES; MATHEMATICS; MUTATIONS; NEOPLASMS; NERVOUS SYSTEM DISEASES; NUCLEIC ACIDS; ORGANIC COMPOUNDS; ORGANS; PHYSICAL PROPERTIES; PROCESSING; STATISTICS; SYMPTOMS