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R2* Relaxation Affects Pharmacokinetic Analysis of Dynamic Contrast-Enhanced MRI in Cancer and Underestimates Treatment Response at 7 T
- Source :
- Tomography, Tomography; Volume 5; Issue 3; Pages: 308-319, Volume 5, Issue 3, Pages 308-319
- Publication Year :
- 2019
- Publisher :
- Grapho Publications, 2019.
-
Abstract
- Effective transverse relaxivity of gadolinium-based contrast agents is often neglected in dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI). Here, we assess time and tissue dependence of R2* enhancement and its impact on pharmacokinetic parameter quantification and treatment monitoring. Multiecho DCE-MRI was performed at 7 T on mice bearing subcutaneous TOV-21G human ovarian cancer xenografts (n = 8) and on the transgenic adenocarcinoma of the mouse prostate (TRAMP) model (n = 7). Subsequently, the TOV-21G tumor-bearing mice were treated with bevacizumab and rescanned 2 days later. Pharmacokinetic analysis (extended Tofts model) was performed using either the first echo signal only (standard single-echo DCE-MRI) or the estimated signal at TE = 0 derived from exponential fitting of R2* relaxation (R2*-corrected). Neglecting R2* enhancement causes underestimation of Gd-DOTA concentration (peak enhancement underestimated by 9.4%–16% in TOV-21G tumors and 13%–20% in TRAMP prostates). Median Ktrans and ve were underestimated in every mouse (TOV-21G Ktrans: 11%–19%, TOV-21G ve: 5.3%–8.9%<br />TRAMP Ktrans: 8.6%–19%, TRAMP ve: 12%–21%). Bevacizumab treatment reduced Ktrans in all TOV-21G tumors after 48 hours. Treatment effect was significantly greater in all tumors after R2* correction (median change of −0.050 min−1 in R2*-corrected Ktrans vs. −0.037 min−1 in uncorrected Ktrans). R2* enhancement in DCE-MRI is both time- and tissue-dependent and may not be negligible at 7 T in tissue with high Ktrans. This has consequences for the use of Ktrans and other DCE-MRI parameters as biomarkers, because treatment effect size can be underestimated when R2* enhancement is neglected.
- Subjects :
- Gadolinium DTPA
Male
transverse relaxation
Bevacizumab
DCE-MRI
Gadolinium
chemistry.chemical_element
Contrast Media
Mice, Nude
Sensitivity and Specificity
Mice
Pharmacokinetics
medicine
Image Processing, Computer-Assisted
r2* correction
Animals
Radiology, Nuclear Medicine and imaging
Research Articles
Ovarian Neoplasms
Analysis of Variance
multi-echo
treatment monitoring
medicine.diagnostic_test
business.industry
Medisinske Fag: 700::Klinisk medisinske fag: 750::Onkologi: 762 [VDP]
Cancer
Prostatic Neoplasms
Magnetic resonance imaging
medicine.disease
Magnetic Resonance Imaging
Mice, Inbred C57BL
Radiographic Image Enhancement
Disease Models, Animal
chemistry
Dynamic contrast-enhanced MRI
Adenocarcinoma
Heterografts
Female
business
Nuclear medicine
medicine.drug
Tramp
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Tomography, Tomography; Volume 5; Issue 3; Pages: 308-319, Volume 5, Issue 3, Pages 308-319
- Accession number :
- edsair.doi.dedup.....d31b3935547ca023ea156739adfbb767