Cerebral metabolic rate of oxygen (CMRO ) mapping by combining quantitative susceptibility mapping (QSM) and quantitative blood oxygenation level-dependent imaging (qBOLD).

TitleCerebral metabolic rate of oxygen (CMRO ) mapping by combining quantitative susceptibility mapping (QSM) and quantitative blood oxygenation level-dependent imaging (qBOLD).
Publication TypeJournal Article
Year of Publication2018
AuthorsCho J, Kee Y, Spincemaille P, Nguyen TD, Zhang J, Gupta A, Zhang S, Wang Y
JournalMagn Reson Med
Volume80
Issue4
Pagination1595-1604
Date Published2018 10
ISSN1522-2594
KeywordsAdult, Algorithms, Brain, Brain Mapping, Female, Gray Matter, Humans, Imaging, Three-Dimensional, Magnetic Resonance Imaging, Male, Middle Aged, Oxygen, Young Adult
Abstract

PURPOSE: To map the cerebral metabolic rate of oxygen (CMRO ) by estimating the oxygen extraction fraction (OEF) from gradient echo imaging (GRE) using phase and magnitude of the GRE data.

THEORY AND METHODS: 3D multi-echo gradient echo imaging and perfusion imaging with arterial spin labeling were performed in 11 healthy subjects. CMRO and OEF maps were reconstructed by joint quantitative susceptibility mapping (QSM) to process GRE phases and quantitative blood oxygen level-dependent (qBOLD) modeling to process GRE magnitudes. Comparisons with QSM and qBOLD alone were performed using ROI analysis, paired t-tests, and Bland-Altman plot.

RESULTS: The average CMRO value in cortical gray matter across subjects were 140.4 ± 14.9, 134.1 ± 12.5, and 184.6 ± 17.9 μmol/100 g/min, with corresponding OEFs of 30.9 ± 3.4%, 30.0 ± 1.8%, and 40.9 ± 2.4% for methods based on QSM, qBOLD, and QSM+qBOLD, respectively. QSM+qBOLD provided the highest CMRO contrast between gray and white matter, more uniform OEF than QSM, and less noisy OEF than qBOLD.

CONCLUSION: Quantitative CMRO mapping that fits the entire complex GRE data is feasible by combining QSM analysis of phase and qBOLD analysis of magnitude.

DOI10.1002/mrm.27135
Alternate JournalMagn Reson Med
PubMed ID29516537
PubMed Central IDPMC6097883
Grant ListR21 EB024366 / EB / NIBIB NIH HHS / United States
R01 NS090464 / NS / NINDS NIH HHS / United States
R01 NS095562 / NS / NINDS NIH HHS / United States
S10 OD021782 / OD / NIH HHS / United States
R01 CA181566 / CA / NCI NIH HHS / United States
Related Institute: 
MRI Research Institute (MRIRI)

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