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表观扩散系数(ADC)图能否替代弥散张量成像(DTI)图来预测脑膜瘤对伽玛刀放射外科的体积反应?

Can Apparent Diffusion Coefficient (ADC) maps replace Diffusion Tensor Imaging (DTI) maps to predict the volumetric response of meningiomas to Gamma Knife Radiosurgery?

机构信息

Centro Gamma Knife Dominicano, CEDIMAT, Plaza de la Salud, Santo Domingo, Dominican Republic.

Department of Radiology, CEDIMAT, Plaza de la Salud, Santo Domingo, Dominican Republic.

出版信息

J Neurooncol. 2023 Feb;161(3):547-554. doi: 10.1007/s11060-023-04243-4. Epub 2023 Feb 6.

Abstract

PURPOSE

Noninvasive methods are desired to predict the treatment response to Stereotactic Radiosurgery (SRS) to improve individual tumor management. In a previous study, we demonstrated that Diffusion Tensor Imaging (DTI)-derived parameter maps significantly correlate to SRS response. This study aimed to analyze and compare the predictive value of intratumoral ADC and DTI parameters in patients with meningiomas undergoing radiosurgery.

METHODS

MR images of 70 patients treated with Gamma Knife SRS for WHO grade I meningiomas were retrospectively reviewed. MR acquisition included pre- and post-treatment DWI and DTI sequences, and subtractions were calculated to assess for radiation-induced changes in the parameter values.

RESULTS

After a mean follow-up period (FUP) of 52.7 months, 69 of 70 meningiomas were controlled, with a mean volume reduction of 34.9%. Whereas fractional anisotropy (FA) values of the initial exam showed the highest correlation to tumor volume change at the last FU (CC = - 0.607), followed by the differences between first and second FU values of FA (CC = - 0.404) and the first longitudinal diffusivity (LD) value (CC = - 0.375), the correlation coefficients of all ADC values were comparably low. Nevertheless, all these correlations, except for ADC measured at the first follow-up, reached significance.

CONCLUSION

For the first time, the prognostic value of ADC maps measured in meningiomas before and at first follow-up after Gamma Knife SRS, was compared to simultaneously acquired DTI parameter maps. Quantities assessed from ADC maps present significant correlations to the volumetric meningioma response but are less effective than correlations with DTI parameters.

摘要

目的

人们希望采用非侵入性方法来预测立体定向放射外科(SRS)的治疗反应,以改善肿瘤的个体化管理。在之前的研究中,我们已经证明,弥散张量成像(DTI)衍生的参数图与 SRS 反应具有显著相关性。本研究旨在分析和比较行 SRS 治疗的脑膜瘤患者瘤内 ADC 和 DTI 参数的预测价值。

方法

回顾性分析了 70 例接受伽玛刀 SRS 治疗的 I 级脑膜瘤患者的磁共振成像(MRI)资料。MR 采集包括治疗前后的 DWI 和 DTI 序列,计算减影以评估参数值在放射治疗后的变化。

结果

平均随访 52.7 个月后,70 例脑膜瘤中有 69 例得到控制,肿瘤体积平均缩小 34.9%。初始检查的各向异性分数(FA)值与最后一次随访时的肿瘤体积变化相关性最高(CC=-0.607),其次是 FA 的首次与第二次随访值之间的差值(CC=-0.404)和首次纵向弥散系数(LD)值(CC=-0.375),所有 ADC 值的相关性系数均较低。然而,除了首次随访时测量的 ADC 值外,所有这些相关性均具有统计学意义。

结论

本研究首次将伽玛刀 SRS 前后及首次随访时的 ADC 图的预后价值与同时获得的 DTI 参数图进行了比较。ADC 图评估的定量值与脑膜瘤的体积反应具有显著相关性,但与 DTI 参数的相关性不如后者。

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