Cancer Imaging · 2018 · 16 citations · 46 references
MedicineOncologyRadiologyBiomedical ImagingDiagnostic ImagingTumor ProgressionMagnetic Resonance ImagingPancreatic CancerPancreatic DiseasesTumor CharacterizationTumor Growth KineticsTumor ImagingChemical Exchange Saturation Transfer ImagingMagnetic Resonance Relaxation TimesMagnetization Transfer ImagingPancreatic Cancer ImagingTransgenic Mouse Cancer ModelsTumor Progression MonitoringTumor Volume EstimationTumor Volume Measurement
Pancreatic ductal adenocarcinoma (PDA) is a fatal disease with very poor prognosis. Development of sensitive and noninvasive methods to monitor tumor progression in PDA is a critical and unmet need. Magnetic resonance imaging (MRI) can noninvasively provide information regarding underlying pathophysiological processes such as necrosis, inflammatory changes and fibrotic tissue deposition. A genetically engineered KPC mouse model that recapitulates human PDA was used to characterize disease progression. MR measures of T 1 and T 2 relaxation times, magnetization transfer ratio (MTR), diffusion and chemical exchange saturation transfer were compared in two separate phases i.e. slow and rapid growth phase of tumor. Fibrotic tissue accumulation was assessed histologically using Masson’s trichrome staining. Pearson correlation coefficient (r) was computed to assess the relationship between the fibrotic tissue accumulation and different MR parameters. There was a negative correlation between amide proton transfer signal intensity and tumor volume ( r = − 0.63, p = 0.003) in the slow growth phase of the tumor development. In the terminal stage of rapid growth phase of the tumor development MTR was strongly correlated with tumor volume ( r = 0.62, p = 0.008). Finally, MTR was significantly correlated with % fibrosis ( r = 0.87; p < 0.01), followed by moderate correlation between tumor volume ( r = 0.42); T 1 ( r = − 0.61), T 2 (r = − 0.61) and accumulation of fibrotic tissue. Here we demonstrated, using multi-parametric MRI (mp-MRI), that MRI parameters changed with tumor progression in a mouse model of PDA. Use of mp-MRI may have the potential to monitor the dynamic changes of tumor microenvironment with increase in tumor size in the transgenic KPC mouse model of pancreatic tumor.
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Rebecca L. Siegel, Kimberly D. Miller, Ahmedin Jemal · CA A Cancer Journal for Clinicians · 2017 · 15K citations · Full text
Denis Le Bihan, D Lallemand, P. Grenier et al. · Radiology · 1986 · 3.9K citations
Separation of diffusion and perfusion in intravoxel incoherent motion MR imaging.
Denis Le Bihan, D Lallemand, Michèle Aubin et al. · Radiology · 1988 · 3.2K citations