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Comparison of the values of MRI diffusion kurtosis imaging and diffusion tensor imaging in cerebral astrocytoma grading and their association with aquaporin-4

机译:MRI弥漫性峰度成像和弥散张量成像在脑星形细胞瘤分级中的价值及其与Aquaporin-4的关系的比较

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Objective: To compare the value of MRI diffusion kurtosis imaging (DKI) and diffusion tensor imaging (DTI) in grading cerebral astrocytomas and to analyze the correlation of respective parameters with aquaporin-4 (AQP4) expression. Methods: Sixty patients with cerebral astrocytoma, including low-grade astrocytomas (LGA, n = 25) and high-grade astrocytomas (HGA, n = 35), were studied. The values of DKI parameters (mean kurtosis [MK], radial kurtosis [Kr], and axial kurtosis [Ka]) and DTI parameters (fractional anisotropy, mean diffusivity [MD]) corrected by contralateral normal-appearing white matter in the solid parts of the tumors and peritumoral edema were compared. Receiver operating characteristic curves were used to identify the best parameters. Spearman correlation analysis was conducted to assess the correlation of AQP4 expression with each parameter value. Results: MK, Ka, and Krvalues were significantly higher whereas MD values were significantly lower in the solid parts of HGA, as compared to those of LGA. MK value in peritumoral edematous tissue was significantly higher in HGA as compared to that in LGA. Ka (0.889) had the largest area under the curve (AUC), followed by MK (0.840), Kr (0.750), and MD (0.764). The AUC of Kaand MK was significantly higher than that of MD. Optimal thresholds for MK, Ka, Kr, and MD for differentiating the two groups were 0.490, 0.525, 0.432, and 1.493, respectively. The AQP4 expression in the solid parts of the tumors was significantly higher in HGAs. MK, Kr, Kavalues positively correlated with the AQP4 expression, whereas MD showed a slight negative correlation with AQP4. Conclusion: Use of DKI improved grading of cerebral astrocytomas when compared with DTI. DKI parameters appeared to reflect the level of AQP4 expression in astrocytomas.
机译:目的:比较MRI扩散峰度成像(DKI)和扩散张量成像(DTI)在脑星形细胞瘤分级中的价值,并分析各参数与水通道蛋白4(AQP4)表达的相关性。方法:研究了60例脑星形细胞瘤患者,包括低度星形细胞瘤(LGA,n = 25)和高度星形细胞瘤(HGA,n = 35)。 DKI参数(平均峰度[MK],径向峰度[K r ]和轴向峰度[K a ])的值和DTI参数(分数各向异性,平均扩散率) [MD])比较了对侧正常出现的白色物质在肿瘤的实性部分和肿瘤周围水肿的校正。接收器工作特性曲线用于确定最佳参数。进行Spearman相关分析以评估AQP4表达与每个参数值的相关性。结果:与LGA相比,HGA实心部分的MK,K a 和K r 值显着较高,而MD值则显着较低。与LGA相比,HGA中肿瘤周围水肿组织中的MK值显着更高。 K a (0.889)的曲线下面积最大(AUC),其次是MK(0.840),K r (0.750)和MD(0.764)。 K a 和MK的AUC显着高于MD。区分两组的MK,K a ,K r 和MD的最佳阈值分别为0.490、0.525、0.432和1.493。在HGA中,肿瘤的实体部分中的AQP4表达明显更高。 MK,K r ,K a 值与AQP4表达呈正相关,而MD与AQP4呈负相关。结论:与DTI相比,使用DKI可以改善脑星形细胞瘤的分级。 DKI参数似乎反映了星形细胞瘤中AQP4表达的水平。

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