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On the accuracy of T 1 mapping: Searching for common ground
Author(s) -
Stikov Nikola,
Boudreau Mathieu,
Levesque Ives R.,
Tardif Christine L.,
Barral Joëlle K.,
Pike G. Bruce
Publication year - 2015
Publication title -
magnetic resonance in medicine
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.696
H-Index - 225
eISSN - 1522-2594
pISSN - 0740-3194
DOI - 10.1002/mrm.25135
Subject(s) - flip angle , histogram , imaging phantom , white matter , inversion (geology) , ground truth , nuclear medicine , nuclear magnetic resonance , computer science , statistics , mathematics , physics , artificial intelligence , magnetic resonance imaging , medicine , geology , radiology , image (mathematics) , paleontology , structural basin
Purpose There are many T 1 mapping methods available, each of them validated in phantoms and reporting excellent agreement with literature. However, values in literature vary greatly, with T 1 in white matter ranging from 690 to 1100 ms at 3 Tesla. This brings into question the accuracy of one of the most fundamental measurements in quantitative MRI. Our goal was to explain these variations and look into ways of mitigating them. Theory and Methods We evaluated the three most common T 1 mapping methods (inversion recovery, Look‐Locker, and variable flip angle) through Bloch simulations, a white matter phantom and the brains of 10 healthy subjects (single‐slice). We pooled the T 1 histograms of the subjects to determine whether there is a sequence‐dependent bias and whether it is reproducible across subjects. Results We found good agreement between the three methods in phantoms, but poor agreement in vivo, with the white matter T 1 histogram peak in healthy subjects varying by more than 30% depending on the method used. We also found that the pooled brain histograms displayed three distinct white matter peaks, with Look‐Locker consistently underestimating, and variable flip angle overestimating the inversion recovery T 1 values. The Bloch simulations indicated that incomplete spoiling and inaccurate B 1 mapping could account for the observed differences. Conclusion We conclude that the three most common T 1 mapping protocols produce stable T 1 values in phantoms, but not in vivo. To improve the accuracy of T 1 mapping, we recommend that sites perform in vivo validation of their T 1 mapping method against the inversion recovery reference method, as the first step toward developing a robust calibration scheme. Magn Reson Med 73:514–522, 2015. © 2014 Wiley Periodicals, Inc.