Wirestam Ronnie, Lundberg Anna, Chakwizira Arthur, van Westen Danielle, Knutsson Linda, Lind Emelie
Department of Medical Radiation Physics, Lund University, Lund, Sweden.
Department of Diagnostic Radiology, Lund University, Lund, Sweden.
Heliyon. 2022 Dec 16;8(12):e12364. doi: 10.1016/j.heliyon.2022.e12364. eCollection 2022 Dec.
Estimation of the oxygen extraction fraction (OEF) by quantitative susceptibility mapping (QSM) magnetic resonance imaging (MRI) is promising but requires systematic evaluation. Extraction of OEF-related information from the tissue residue function in dynamic susceptibility contrast MRI (DSC-MRI) has also been proposed. In this study, whole-brain OEF repeatability was investigated, as well as the relationships between QSM-based OEF and DSC-MRI-based parameters, i.e., mean transit time (MTT) and an oxygen extraction index, referred to as apparent OEF (AOEF).
Test-retest data were obtained from 20 healthy volunteers at 3 T. QSM maps were reconstructed from 3D gradient-echo MRI phase data, using morphology-enabled dipole inversion. DSC-MRI was accomplished using gradient-echo MRI at a temporal resolution of 1.24 s.
The whole-brain QSM-based OEF was (40.4±4.8) % and, in combination with a previously published cerebral blood flow (CBF) estimate, this corresponds to a cerebral metabolic rate of oxygen level of CMRO = 3.36 ml O/min/100 g. The intra-class correlation coefficient [ICC(2,1)] for OEF test-retest data was 0.73. The MTT-versus-OEF and AOEF-versus-OEF relationships showed correlation coefficients of 0.61 (p = 0.004) and 0.52 (p = 0.019), respectively.
QSM-based OEF showed a convincing absolute level and good test-retest results in terms of the ICC. Moderate to good correlations between QSM-based OEF and DSC-MRI-based parameters were observed. The present results constitute an indicator of the level of robustness that can be achieved without applying extraordinary resources in terms of MRI equipment, imaging protocol, QSM reconstruction, and OEF analysis.
通过定量磁化率成像(QSM)磁共振成像(MRI)估计氧提取分数(OEF)很有前景,但需要系统评估。也有人提出从动态磁敏感对比MRI(DSC-MRI)中的组织残留功能提取与OEF相关的信息。在本研究中,我们调查了全脑OEF的可重复性,以及基于QSM的OEF与基于DSC-MRI的参数之间的关系,即平均通过时间(MTT)和一个氧提取指数,称为表观OEF(AOEF)。
从20名3T的健康志愿者身上获取重测数据。使用形态学启用的偶极子反演从3D梯度回波MRI相位数据重建QSM图。DSC-MRI使用梯度回波MRI以1.24秒的时间分辨率完成。
基于全脑QSM的OEF为(40.4±4.8)%,结合先前发表的脑血流量(CBF)估计值,这对应于脑氧代谢率水平CMRO = 3.36 ml O/min/100 g。OEF重测数据的组内相关系数[ICC(2,1)]为0.73。MTT与OEF以及AOEF与OEF的关系的相关系数分别为0.61(p = 0.004)和0.52(p = 0.019)。
基于QSM的OEF在ICC方面显示出令人信服的绝对水平和良好的重测结果。观察到基于QSM的OEF与基于DSC-MRI的参数之间存在中度到良好的相关性。目前的结果表明,在不投入额外资源用于MRI设备、成像协议、QSM重建和OEF分析的情况下,可以实现的稳健程度。