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Cerebrovascular Reactivity Mapping Using Resting‐State Functional MRI in Patients With Gliomas

邦费罗尼校正 医学 核医学 体素 析因分析 方差分析 静息状态功能磁共振成像 重复措施设计 相关性 内科学 放射科 数学 统计 几何学
作者
Mei‐Yu Yeh,Henry Chen,Ping Hou,Vinodh A. Kumar,Jason M. Johnson,Kyle R. Noll,Sujit S. Prabhu,Sherise D. Ferguson,Donald F. Schomer,Hsu‐Hsia Peng,Ho‐Ling Liu
出处
期刊:Journal of Magnetic Resonance Imaging [Wiley]
卷期号:56 (6): 1863-1871 被引量:9
标识
DOI:10.1002/jmri.28194
摘要

Recently, a data-driven regression analysis method was developed to utilize the resting-state (rs) blood oxygenation level-dependent signal for cerebrovascular reactivity (CVR) mapping (rs-CVR), which was previously optimized by comparing with the CO2 inhalation-based method in health subjects and patients with neurovascular diseases.To investigate the agreement of rs-CVR and the CVR mapping with breath-hold MRI (bh-CVR) in patients with gliomas.Retrospective.Twenty-five patients (12 males, 13 females; mean age ± SD, 48 ± 13 years) with gliomas.Dynamic T2*-weighted gradient-echo echo-planar imaging during a breath-hold paradigm and during the rs on a 3-T scanner.rs-CVR with various frequency ranges and resting-state fluctuation amplitude (RSFA) were assessed. The agreement between each rs-based CVR measurement and bh-CVR was determined by voxel-wise correlation and Dice coefficient in the whole brain, gray matter, and the lesion region of interest (ROI).Voxel-wise Pearson correlation, Dice coefficient, Fisher Z-transformation, repeated-measure analysis of variance and post hoc test with Bonferroni correction, and nonparametric repeated-measure Friedman test and post hoc test with Bonferroni correction were used. Significance was set at P < 0.05.Compared with bh-CVR, the highest correlations were found at the frequency bands of 0.04-0.08 Hz and 0.02-0.04 Hz for rs-CVR in both whole brain and the lesion ROI. RSFA had significantly lower correlations than did rs-CVR of 0.02-0.04 Hz and a wider frequency range (0-0.1164 Hz). Significantly higher correlations and Dice coefficient were found in normal tissues than in the lesion ROI for all three methods.The optimal frequency ranges for rs-CVR are determined by comparing with bh-CVR in patients with gliomas. The rs-CVR method outperformed the RSFA. Significantly higher correlation and Dice coefficient between rs- and bh-CVR were found in normal tissue than in the lesion.3 TECHNICAL EFFICACY STAGE: 2.

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