Kang Xiao-Wei, Xi Yi-Bin, Liu Ting-Ting, Wang Ning, Zhu Yuan-Qiang, Wang Xing-Rui, Guo Fan
Department of Radiology, Xi'an People's Hospital, Xi'an, ShaanXi, China.
Department of Radiology, Xijing Hospital, Xi'an, ShaanXi, China.
BMC Med Imaging. 2020 May 14;20(1):50. doi: 10.1186/s12880-020-00450-x.
To investigate the ability of amide proton transfer (APT) weighted magnetic resonance imaging (MRI), arterial spin labeling (ASL), diffusion weighted imaging (DWI) and the combination for differentiating high-grade gliomas (HGGs) from low-grade gliomas (LGGs).
Twenty-seven patients including nine LGGs and eighteen HGGs underwent conventional, APT, ASL and DWI MRI with a 3.0-T MR scanner. Histogram analyses was performed and quantitative parameters including mean apparent diffusion coefficient (ADC mean), 20th-percentile ADC (ADC 20th), mean APT (APT mean), 90th-percentile APT (APT 90th), relative mean cerebral blood flow (rCBF mean) and relative 90th-percentile CBF (rCBF 90th) were compared between HGGs and LGGs. The diagnostic performance was evaluated with receiver operating characteristic (ROC) analysis of each parameter and their combination. Correlations were analyzed among the MRI parameters and Ki-67.
The APT values were significantly higher in the HGGs compared to the LGGs (p < 0.005), whereas ADC values were significantly lower in HGGs than LGGs (P < 0.0001). The ADC 20th and APT mean had higher discrimination abilities compared with other single parameters, with the area under the ROC curve (AUC) of 0.877 and 0.840. Adding ADC parameter, the discrimination ability of APT and rCBF significantly improved. The ADC was negatively correlated with the APT and rCBF value, respectively, while APT value was positively correlated with rCBF value. Significant correlations between ADC values and Ki-67 were also observed.
APT and DWI are valuable in differentiating HGGs from LGGs. The combination of APT, DWI and ASL imaging could improve the ability for discriminating HGGs from LGGs.
探讨酰胺质子转移(APT)加权磁共振成像(MRI)、动脉自旋标记(ASL)、扩散加权成像(DWI)及其联合应用鉴别高级别胶质瘤(HGG)与低级别胶质瘤(LGG)的能力。
27例患者(包括9例LGG和18例HGG)接受了3.0-T MR扫描仪的常规、APT、ASL和DWI MRI检查。进行直方图分析,并比较HGG和LGG之间的定量参数,包括平均表观扩散系数(ADC均值)、第20百分位数ADC(ADC第20)、平均APT(APT均值)、第90百分位数APT(APT第90)、相对平均脑血流量(rCBF均值)和相对第90百分位数CBF(rCBF第90)。通过对每个参数及其联合应用进行受试者操作特征(ROC)分析来评估诊断性能。分析MRI参数与Ki-67之间的相关性。
与LGG相比,HGG的APT值显著更高(p < 0.005),而HGG的ADC值显著低于LGG(P < 0.0001)。与其他单一参数相比,ADC第20和APT均值具有更高的鉴别能力,ROC曲线下面积(AUC)分别为0.877和0.840。加入ADC参数后,APT和rCBF的鉴别能力显著提高。ADC分别与APT和rCBF值呈负相关,而APT值与rCBF值呈正相关。ADC值与Ki-67之间也观察到显著相关性。
APT和DWI在鉴别HGG与LGG方面具有重要价值。APT、DWI和ASL成像的联合应用可提高鉴别HGG与LGG的能力。