Back to Search
Start Over
In vivo hypoxia characterization using blood oxygen level dependent magnetic resonance imaging in a preclinical glioblastoma mouse model
- Source :
- Magnetic resonance imaging. 76
- Publication Year :
- 2020
-
Abstract
- Purpose Hypoxia measurements can provide crucial information regarding tumor aggressiveness, however current preclinical approaches are limited. Blood oxygen level dependent (BOLD) Magnetic Resonance Imaging (MRI) has the potential to continuously monitor tumor pathophysiology (including hypoxia). The aim of this preliminary work was to develop and evaluate BOLD MRI followed by post-image analysis to identify regions of hypoxia in a murine glioblastoma (GBM) model. Methods A murine orthotopic GBM model (GL261-luc2) was used and independent images were generated from multiple slices in four different mice. Image slices were randomized and split into training and validation cohorts. A 7 T MRI was used to acquire anatomical images using a fast-spin-echo (FSE) T2-weighted sequence. BOLD images were taken with a T2*-weighted gradient echo (GRE) and an oxygen challenge. Thirteen images were evaluated in a training cohort to develop the MRI sequence and optimize post-image analysis. An in-house MATLAB code was used to evaluate MR images and generate hypoxia maps for a range of thresholding and ΔT2* values, which were compared against respective pimonidazole sections to optimize image processing parameters. The remaining (n = 6) images were used as a validation group. Following imaging, mice were injected with pimonidazole and collected for immunohistochemistry (IHC). A test of correlation (Pearson's coefficient) and agreement (Bland-Altman plot) were conducted to evaluate the respective MRI slices and pimonidazole IHC sections. Results For the training cohort, the optimized parameters of “thresholding” (20 ≤ T2* ≤ 35 ms) and ΔT2* (±4 ms) yielded a Pearson's correlation of 0.697. These parameters were applied to the validation cohort confirming a strong Pearson's correlation (0.749) when comparing the respective analyzed MR and pimonidazole images. Conclusion Our preliminary study supports the hypothesis that BOLD MRI is correlated with pimonidazole measurements of hypoxia in an orthotopic GBM mouse model. This technique has further potential to monitor hypoxia during tumor development and therapy.
- Subjects :
- Male
Biomedical Engineering
Biophysics
Image processing
030218 nuclear medicine & medical imaging
03 medical and health sciences
Mice
0302 clinical medicine
In vivo
Cell Line, Tumor
medicine
Image Processing, Computer-Assisted
Pimonidazole
Animals
Humans
Radiology, Nuclear Medicine and imaging
Blood-oxygen-level dependent
medicine.diagnostic_test
business.industry
Magnetic resonance imaging
Hypoxia (medical)
Thresholding
Magnetic Resonance Imaging
Oxygen
Disease Models, Animal
Immunohistochemistry
Tumor Hypoxia
Female
medicine.symptom
business
Nuclear medicine
Glioblastoma
030217 neurology & neurosurgery
Subjects
Details
- ISSN :
- 18735894
- Volume :
- 76
- Database :
- OpenAIRE
- Journal :
- Magnetic resonance imaging
- Accession number :
- edsair.doi.dedup.....6324b288a4362a3684dee9432e924d9e