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使用可植入超声设备破坏人类血脑屏障:通过磁共振图像进行量化以及与局部声压的相关性研究

Blood-brain barrier disruption in humans using an implantable ultrasound device: quantification with MR images and correlation with local acoustic pressure.

作者信息

Asquier Nicolas, Bouchoux Guillaume, Canney Michael, Martin Cyril, Law-Ye Bruno, Leclercq Delphine, Chapelon Jean-Yves, Lafon Cyril, Idbaih Ahmed, Carpentier Alexandre

机构信息

1CarThera, Institut du Cerveau et de la Moelle épinière, Paris.

2LabTAU, INSERM, Centre Léon Bérard, Université Lyon 1, Lyon.

出版信息

J Neurosurg. 2019 Feb 1;132(3):875-883. doi: 10.3171/2018.9.JNS182001. Print 2020 Mar 1.

Abstract

OBJECTIVE

One of the goals in this study was to set up a semiautomatic method to estimate blood-brain barrier disruption obtained in patients with glioblastoma by using an implantable, unfocused, ultrasound device. Another goal was to correlate the probability of significant ultrasound-induced signal enhancement (SUISE) with local acoustic pressure in the brain.

METHODS

Gd-enhanced MR images acquired before and after ultrasound treatments were analyzed prospectively. The image sets were segmented, normalized, and coregistered to evaluate contrast enhancement. The volume of SUISE was calculated with voxels labeled as gray or white matter, in a cylindrical region of interest, and with enhancement above a given threshold. To validate the method, the resulting volumes of SUISE were compared to qualitative grades previously assigned by 3 clinicians for 40 ultrasound treatments in 15 patients. A parametric study was performed to optimize the algorithm prediction of the qualitative grades. The 3D acoustic field in the brain was estimated from measurements in water combined with simulations accounting for ultrasound attenuation in brain and overlaid on each MR image to correlate local acoustic pressure with the probability of SUISE (defined as enhancement > 10%).

RESULTS

The algorithm predicted grade 2 or 3 and grade 3 openings with areas under the receiver operating characteristic curve of 0.831 and 0.995, respectively. The probability of SUISE was correlated with local acoustic pressure (R2 = 0.98) and was 3.33 times higher for gray matter than for white matter.

CONCLUSIONS

An algorithm for evaluating blood-brain barrier disruption was validated and can be used for future clinical trials to further understand and quantify this technique in humans.Clinical trial registration no.: NCT02253212 (clinicaltrials.gov).

摘要

目的

本研究的目标之一是建立一种半自动方法,用于通过使用可植入的、非聚焦的超声设备来估计胶质母细胞瘤患者的血脑屏障破坏情况。另一个目标是将显著超声诱导信号增强(SUISE)的概率与脑内局部声压相关联。

方法

前瞻性分析超声治疗前后采集的钆增强磁共振图像。对图像集进行分割、归一化和配准,以评估对比度增强。SUISE的体积通过在感兴趣的圆柱形区域内标记为灰质或白质的体素,并高于给定阈值的增强来计算。为验证该方法,将所得的SUISE体积与15名患者40次超声治疗中3名临床医生先前指定的定性等级进行比较。进行参数研究以优化定性等级的算法预测。根据水中测量结合考虑脑内超声衰减的模拟来估计脑内的三维声场,并叠加在每个磁共振图像上,以将局部声压与SUISE的概率(定义为增强>10%)相关联。

结果

该算法预测2级或3级以及3级开口的受试者操作特征曲线下面积分别为0.831和0.995。SUISE的概率与局部声压相关(R2 = 0.98),灰质的概率比白质高3.33倍。

结论

一种评估血脑屏障破坏的算法得到验证,可用于未来的临床试验,以进一步了解和量化该技术在人体中的应用。临床试验注册号:NCT02253212(clinicaltrials.gov)。

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