Murdoch Russell, Stotesbury Hanne, Hales Patrick W, Kawadler Jamie M, Kölbel Melanie, Clark Christopher A, Kirkham Fenella J, Shmueli Karin
Department of Medical Physics and Biomedical Engineering, University College London, London, United Kingdom.
Developmental Neurosciences, UCL Great Ormond Street Institute of Child Health, London, United Kingdom.
Front Physiol. 2022 Aug 29;13:913443. doi: 10.3389/fphys.2022.913443. eCollection 2022.
In recent years, interest has grown in the potential for magnetic resonance imaging (MRI) measures of venous oxygen saturation (Y) to improve neurological risk prediction. T-relaxation-under-spin-tagging (TRUST) is an MRI technique which has revealed changes in Y in patients with sickle cell anemia (SCA). However, prior studies comparing Y in patients with SCA relative to healthy controls have reported opposing results depending on whether the calibration model, developed to convert blood T to Y, is based on healthy human hemoglobin (HbA), bovine hemoglobin (HbBV) or sickle hemoglobin (HbS). MRI Quantitative Susceptibility Mapping (QSM) is an alternative technique that may hold promise for estimating Y in SCA as blood magnetic susceptibility is linearly dependent upon Y, and no significant difference has been found between the magnetic susceptibility of HbA and HbS. Therefore, the aim of this study was to compare estimates of Y using QSM and TRUST with five published calibration models in healthy controls and patients with SCA. 17 patients with SCA and 13 healthy controls underwent MRI. Susceptibility maps were calculated from a multi-parametric mapping acquisition and Y was calculated from the mean susceptibility in a region of interest in the superior sagittal sinus. TRUST estimates of T within a similar but much smaller region, were converted to Y using five different calibration models. Correlation and Bland-Altman analyses were performed to compare estimates of Y between TRUST and QSM methods. For each method, t-tests were also used to explore group-wise differences between patients with SCA and healthy controls. In healthy controls, significant correlations were observed between QSM and TRUST measures of Y while in SCA, there were no such correlations. The magnitude and direction of group-wise differences in Y varied with method. The TRUST-HbBV and QSM methods suggested decreased Y in SCA relative to healthy controls, while the TRUST-HbS ( < 0.01) and TRUST-HbA models suggested increased Y in SCA as in previous studies. Further validation of all MRI measures of Y, relative to ground truth measures such as O PET and jugular vein catheterization, is required in SCA before QSM or TRUST methods can be considered for neurological risk prediction.
近年来,人们对利用磁共振成像(MRI)测量静脉血氧饱和度(Y)来改善神经风险预测的潜力越来越感兴趣。自旋标记下的T弛豫(TRUST)是一种MRI技术,它揭示了镰状细胞贫血(SCA)患者Y值的变化。然而,先前比较SCA患者与健康对照者Y值的研究报告了相互矛盾的结果,这取决于为将血液T值转换为Y值而开发的校准模型是基于健康人血红蛋白(HbA)、牛血红蛋白(HbBV)还是镰状血红蛋白(HbS)。MRI定量磁化率成像(QSM)是一种替代技术,有望用于估计SCA患者的Y值,因为血液磁化率与Y值呈线性相关,并且HbA和HbS的磁化率之间未发现显著差异。因此,本研究的目的是在健康对照者和SCA患者中,比较使用QSM和TRUST以及五种已发表的校准模型对Y值的估计。17例SCA患者和13名健康对照者接受了MRI检查。通过多参数成像采集计算磁化率图,并根据上矢状窦感兴趣区域的平均磁化率计算Y值。使用五种不同的校准模型将类似但小得多的区域内的T的TRUST估计值转换为Y值。进行相关性分析和布兰德-奥特曼分析以比较TRUST和QSM方法对Y值的估计。对于每种方法,还使用t检验来探索SCA患者与健康对照者之间的组间差异。在健康对照者中,观察到QSM和TRUST对Y值的测量之间存在显著相关性,而在SCA患者中则不存在这种相关性。Y值的组间差异的大小和方向因方法而异。TRUST-HbBV和QSM方法表明SCA患者的Y值相对于健康对照者降低,而TRUST-HbS(<0.01)和TRUST-HbA模型表明SCA患者的Y值如先前研究中那样升高。在考虑将QSM或TRUST方法用于神经风险预测之前,需要在SCA患者中进一步验证所有Y值的MRI测量相对于诸如O PET和颈静脉导管插入术等金标准测量的情况。