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首页> 外文期刊>Journal of Translational Medicine >Evaluation of B 1 inhomogeneity effect on DCE-MRI data analysis of brain tumor patients at 3T
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Evaluation of B 1 inhomogeneity effect on DCE-MRI data analysis of brain tumor patients at 3T

机译:B 1不均匀性对3T脑肿瘤患者DCE-MRI数据分析的评估

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Dynamic-contrast-enhanced (DCE) MRI data acquired using gradient echo based sequences is affected by errors in flip angle (FA) due to transmit B1 inhomogeneity (B1inh). The purpose of the study was to evaluate the effect of B1inh on quantitative analysis of DCE-MRI data of human brain tumor patients and to evaluate the clinical significance of B1inh correction of perfusion parameters (PPs) on tumor grading. An MRI study was conducted on 35 glioma patients at 3T. The patients had histologically confirmed glioma with 23 high-grade (HG) and 12 low-grade (LG). Data for B1-mapping, T1-mapping and DCE-MRI were acquired. Relative B1 maps (B1rel) were generated using the saturated-double-angle method. T1-maps were computed using the variable flip-angle method. Post-processing was performed for conversion of signal–intensity time (S(t)) curve to concentration–time (C(t)) curve followed by tracer kinetic analysis (Ktrans, Ve, Vp, Kep) and first pass analysis (CBV, CBF) using the general tracer-kinetic model. DCE-MRI data was analyzed without and with B1inh correction and errors in PPs were computed. Receiver-operating-characteristic (ROC) analysis was performed on HG and LG patients. Simulations were carried out to understand the effect of B1 inhomogeneity on DCE-MRI data analysis in a systematic way. S(t) curves mimicking those in tumor tissue, were generated and FA errors were introduced followed by error analysis of PPs. Dependence of FA-based errors on the concentration of contrast agent and on the duration of DCE-MRI data was also studied. Simulations were also done to obtain Ktrans of glioma patients at different B1rel values and see whether grading is affected or not. Current study shows that B1rel value higher than nominal results in an overestimation of C(t) curves as well as derived PPs and vice versa. Moreover, at same B1rel values, errors were large for larger values of C(t). Simulation results showed that grade of patients can change because of B1inh. B1inh in the human brain at 3T-MRI can introduce substantial errors in PPs derived from DCE-MRI data that might affect the accuracy of tumor grading, particularly for border zone cases. These errors can be mitigated using B1inh correction during DCE-MRI data analysis.
机译:使用基于梯度回波的序列获取的动态对比度增强(DCE)MRI数据受发射B1不均匀性(B1inh)的翻转角(FA)误差的影响。这项研究的目的是评估B1inh对人脑肿瘤患者DCE-MRI数据进行定量分析的效果,并评估B1inh校正灌注参数(PPs)对肿瘤分级的临床意义。在3T时对35例神经胶质瘤患者进行了MRI研究。患者经组织学证实为神经胶质瘤,其中高级别为23例,低级别为12例。获得用于B1映射,T1映射和DCE-MRI的数据。相对B1贴图(B1rel)使用饱和双角度方法生成。 T1地图是使用可变翻转角方法计算的。进行后处理,将信号强度时间(S(t))曲线转换为浓度时间(C(t))曲线,然后进行示踪动力学分析(Ktrans,Ve,Vp,Kep)和首过分析(CBV) ,CBF)使用通用的示踪动力学模型。在不使用Binin校正的情况下分析DCE-MRI数据,并计算PPs的误差。对HG和LG患者进行了接收者操作特征(ROC)分析。进行模拟以系统地了解B1不均匀性对DCE-MRI数据分析的影响。产生了模拟肿瘤组织中的S(t)曲线,并引入了FA误差,随后进行了PPs的误差分析。还研究了基于FA的误差对造影剂浓度和DCE-MRI数据持续时间的依赖性。还进行了模拟以获得不同B1rel值的神经胶质瘤患者的Ktrans,并查看分级是否受到影响。当前研究表明,B1rel值高于标称值会导致C(t)曲线以及衍生PP的高估,反之亦然。此外,在相同的Brel值下,对于较大的C(t)值,误差较大。模拟结果表明,由于B1inh,患者的等级可以改变。 3T-MRI在人脑中的B1inh会在PPs中引入大量错误,这些错误源自DCE-MRI数据,这可能会影响肿瘤分级的准确性,特别是对于边界区域病例。在DCE-MRI数据分析过程中,可以使用B1inh校正来减轻这些错误。

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