Title | Estimation of cellular-interstitial water exchange in dynamic contrast enhanced MRI using two flip angles. |
Publication Type | Journal Article |
Year of Publication | 2019 |
Authors | Zhang J, Kim SGene |
Journal | NMR Biomed |
Volume | 32 |
Issue | 11 |
Pagination | e4135 |
Date Published | 2019 11 |
ISSN | 1099-1492 |
Keywords | Algorithms, Animals, Arteries, Computer Simulation, Contrast Media, Kinetics, Magnetic Resonance Imaging, Mice, Inbred C57BL, Principal Component Analysis, Time Factors, Uncertainty, Water |
Abstract | PURPOSE: To investigate the feasibility of using multiple flip angles in dynamic contrast enhanced (DCE) MRI to reduce the uncertainty in estimation of intracellular water lifetime (τ ). METHODS: Numerical simulation studies were conducted to assess the uncertainty in estimation of τ using dynamic contrast enhanced MRI with one or two flip angles. In vivo experiments with a murine brain tumor model were conducted at 7T using two flip angles. The in vivo data were used to compare τ estimation using the single-flip-angle (SFA) protocol with that using the double-flip-angle (DFA) protocol. Data analysis was conducted using the two-compartment exchange model combined with the three-site-two-exchange model for water exchange. RESULTS: In the numerical simulation studies with a range of contrast kinetic parameters and signal-to-noise ratio = 20, the median bias of τ estimation decreased from 72 ms with SFA to 65 ms with DFA, and the corresponding median inter-quartile range reduced from 523 ms to 156 ms. In the in vivo studies, τ estimation with SFA was not successful in most voxels in the tumors, as the estimated τ values reached the upper limit of the parameter range (2 s). In contrast, the estimated τ values with DFA were mostly between 0.2 and 1.5 s and homogeneously distributed spatially across the tumor. The τ estimation with DFA was less sensitive to arterial input function scaling but more sensitive to pre-contrast T than the other contrast kinetic parameters. CONCLUSION: This study results demonstrate the feasibility of using multiple flip angles to encode the post-contrast time-intensity curve with different weighting of water exchange effect to reduce the uncertainty in τ estimation. |
DOI | 10.1002/nbm.4135 |
Alternate Journal | NMR Biomed |
PubMed ID | 31348580 |
PubMed Central ID | PMC6817382 |
Grant List | P30 CA016087 / CA / NCI NIH HHS / United States R01 CA219964 / CA / NCI NIH HHS / United States S10 OD018337 / OD / NIH HHS / United States R01 CA160620 / CA / NCI NIH HHS / United States P41 EB017183 / EB / NIBIB NIH HHS / United States |
Related Institute:
MRI Research Institute (MRIRI)