Back to Search
Start Over
Test-Retest Performance of a 1-Hour Multiparametric MR Image Acquisition Pipeline With Orthotopic Triple-Negative Breast Cancer Patient-Derived Tumor Xenografts
- Source :
- Tomography, Volume 5, Issue 3, Pages 320-331, Tomography; Volume 5; Issue 3; Pages: 320-331
- Publication Year :
- 2019
-
Abstract
- Preclinical imaging is critical in the development of translational strategies to detect diseases and monitor response to therapy. The National Cancer Institute Co-Clinical Imaging Resource Program was launched, in part, to develop best practices in preclinical imaging. In this context, the objective of this work was to develop a 1-hour, multiparametric magnetic resonance image-acquisition pipeline with triple-negative breast cancer patient-derived xenografts (PDXs). The 1-hour, image-acquisition pipeline includes T1- and T2-weighted scans, quantitative T1, T2, and apparent diffusion coefficient (ADC) parameter maps, and dynamic contrast-enhanced (DCE) time-course images. Quality-control measures used phantoms. The triple-negative breast cancer PDXs used for this study averaged 174 ± 73 μL in volume, with region of interest–averaged T1, T2, and ADC values of 1.9 ± 0.2 seconds, 62 ± 3 milliseconds, and 0.71 ± 0.06 μm2/ms (mean ± SD), respectively. Specific focus was on assessing the within-subject test–retest coefficient-of-variation (CVWS) for each of the magnetic resonance imaging metrics. Determination of PDX volume via manually drawn regions of interest is highly robust, with ∼1% CVWS. Determination of T2 is also robust with a ∼3% CVWS. Measurements of T1 and ADC are less robust with CVWS values in the 6%–11% range. Preliminary DCE test–retest time-course determinations, as quantified by area under the curve and Ktrans from 2-compartment exchange (extended Tofts) modeling, suggest that DCE is the least robust protocol, with ∼30%–40% CVWS.
- Subjects :
- small animal
Contrast Media
multiparametric MRI
Context (language use)
Breast Neoplasms
Mice, Inbred Strains
Triple Negative Breast Neoplasms
030218 nuclear medicine & medical imaging
03 medical and health sciences
Mice
Random Allocation
0302 clinical medicine
Breast cancer
Task Performance and Analysis
medicine
preclinical
Effective diffusion coefficient
Animals
Humans
Radiology, Nuclear Medicine and imaging
DCE
Multiparametric Magnetic Resonance Imaging
Triple-negative breast cancer
Research Articles
mouse
PDX
T2
medicine.diagnostic_test
T1
business.industry
Phantoms, Imaging
Area under the curve
Cancer
Magnetic resonance imaging
medicine.disease
Radiographic Image Enhancement
Test–retest
Disease Models, Animal
Diffusion Magnetic Resonance Imaging
ADC
MRI
TNBC
Heterografts
Female
Nuclear medicine
business
030217 neurology & neurosurgery
Preclinical imaging
Subjects
Details
- ISSN :
- 2379139X
- Volume :
- 5
- Issue :
- 3
- Database :
- OpenAIRE
- Journal :
- Tomography (Ann Arbor, Mich.)
- Accession number :
- edsair.doi.dedup.....d9b27dc53448c59d850c79890a7a5bba