Multiparametric classification of sub-acute ischemic stroke recovery with ultrafast diffusion, 23Na, and MPIO-labeled stem cell MRI at 21.1 T

被引:6
作者
Leftin, Avigdor [1 ,4 ]
Rosenberg, Jens T. [2 ]
Yuan, Xuegang [3 ]
Ma, Teng [3 ]
Grant, Samuel C. [2 ,3 ]
Frydman, Lucio [1 ,3 ]
机构
[1] Weizmann Inst Sci, Dept Chem & Biol Phys, Rehovot, Israel
[2] Florida State Univ, Natl High Magnet Field Lab, Tallahassee, FL 32306 USA
[3] Florida State Univ, FAMU FSU Chem & Biochem Engn, Tallahassee, FL 32306 USA
[4] SUNY Stony Brook, Dept Radiol, Stony Brook Med, Stony Brook, NY 11794 USA
基金
美国国家卫生研究院; 美国国家科学基金会;
关键词
diffusion; MRI; multiparametric; sodium; stem cell tracking; stroke; ultrahigh field; MICRON-SIZED PARTICLES; MAGNETIC-RESONANCE; CEREBRAL-ISCHEMIA; QUANTITATIVE PERFUSION; FOCAL ISCHEMIA; HUMAN BRAIN; TRANSIENT; RESOLUTION; PREDICTION; TRANSPLANTATION;
D O I
10.1002/nbm.4186
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
MRI leverages multiple modes of contrast to characterize stroke. High-magnetic-field systems enhance the performance of these MRI measurements. Previously, we have demonstrated that individually sodium and stem cell tracking metrics are enhanced at ultrahigh field in a rat model of stroke, and we have developed robust single-scan diffusion-weighted imaging approaches that utilize spatiotemporal encoding (SPEN) of the apparent diffusion coefficient (ADC) for these challenging field strengths. Here, we performed a multiparametric study of middle cerebral artery occlusion (MCAO) biomarker evolution focusing on comparison of these MRI biomarkers for stroke assessment during sub-acute recovery in rat MCAO models at 21.1 T. T-2-weighted MRI was used as the benchmark for identification of the ischemic lesion over the course of the study. The number of MPIO-induced voids measured by gradient-recalled echo, the SPEN measurement of ADC, and Na-23 MRI values were determined in the ischemic area and contralateral hemisphere, and relative performances for stroke classification were compared by receiver operator characteristic analysis. These measurements were associated with unique time-dependent trajectories during stroke recovery that changed the sensitivity and specificity for stroke monitoring during its evolution. Advantages and limitations of these contrasts, and the use of ultrahigh field for multiparametric stroke assessment, are discussed.
引用
收藏
页数:10
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