Estimation of cellular-interstitial water exchange in dynamic contrast enhanced MRI using two flip angles.

TitleEstimation of cellular-interstitial water exchange in dynamic contrast enhanced MRI using two flip angles.
Publication TypeJournal Article
Year of Publication2019
AuthorsZhang J, Kim SGene
JournalNMR Biomed
Volume32
Issue11
Paginatione4135
Date Published2019 11
ISSN1099-1492
KeywordsAlgorithms, 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.

DOI10.1002/nbm.4135
Alternate JournalNMR Biomed
PubMed ID31348580
PubMed Central IDPMC6817382
Grant ListP30 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)

Weill Cornell Medicine
Department of Radiology
525 East 68th Street New York, NY 10065