Hori Hiroki, Iwamuro Hirokazu, Nakano Masayuki, Ouchi Takahiro, Kawahara Takashi, Taira Takaomi, Abe Keiichi, Iijima Ken, Yamaguchi Toshio
1Department of Radiology.
6Department of Neurosurgery, Juntendo University, Bunkyo, Tokyo; and.
J Neurosurg. 2021 Mar 5;135(5):1436-1444. doi: 10.3171/2020.9.JNS201109. Print 2021 Nov 1.
In transcranial magnetic resonance imaging-guided focused ultrasound (TcMRgFUS), a high skull density ratio (SDR) is advantageous to achieve a sufficiently high temperature at the target. However, it is not easy to estimate the temperature rise because the SDR shows different values depending on the reconstruction filter used. The resolution characteristic of a computed tomography (CT) image depends on a modulation transfer function (MTF) defined by the reconstruction filter. Differences in MTF induce unstable SDRs. The purpose of this study was both to standardize SDR by developing a method to correct the MTF and to enable effective patient screening prior to TcMRgFUS treatment and more accurate predictions of focal temperature.
CT images of a skull phantom and five subjects were obtained using eight different reconstruction filters. A frequency filter (FF) was calculated using the MTF of each reconstruction filter, and the validity of SDR standardization was evaluated by comparing the variation in SDR before and after FF correction. Subsequently, FF processing was similarly performed using the CT images of 18 patients who had undergone TcMRgFUS, and statistical analyses were performed comparing the relationship between the SDRs before and after correction and the maximum temperature in the target during TcMRgFUS treatment.
The FF was calculated for each reconstruction filter based on one manufacturer's BONE filter. In the CT images of the skull phantom, the SDR before FF correction with five of the other seven reconstruction filters was significantly smaller than that with the BONE filter (p < 0.01). After FF correction, however, a significant difference was recognized under only one condition. In the CT images of the five subjects, variation of the SDR due to imaging conditions was significantly improved after the FF correction. In 18 cases treated with TcMRgFUS, there was no correlation between SDR before FF correction and maximum temperature (rs = 0.31, p > 0.05); however, a strong positive correlation was observed after FF correction (rs = 0.71, p < 0.01).
After FF correction, the difference in SDR due to the reconstruction filter used is smaller, and the correlation with temperature is stronger. Therefore, the SDR can be standardized by applying the FF, and the maximum temperature during treatment may be predicted more accurately.
在经颅磁共振成像引导聚焦超声(TcMRgFUS)中,高颅骨密度比(SDR)有利于在靶区达到足够高的温度。然而,由于SDR会因所使用的重建滤波器不同而显示出不同的值,因此很难估计温度升高情况。计算机断层扫描(CT)图像的分辨率特性取决于由重建滤波器定义的调制传递函数(MTF)。MTF的差异会导致SDR不稳定。本研究的目的是通过开发一种校正MTF的方法来规范SDR,并在TcMRgFUS治疗前实现有效的患者筛选以及更准确地预测焦点温度。
使用八种不同的重建滤波器获取颅骨模型和五名受试者的CT图像。根据每个重建滤波器的MTF计算频率滤波器(FF),并通过比较FF校正前后SDR的变化来评估SDR标准化的有效性。随后,对18名接受TcMRgFUS治疗的患者的CT图像进行类似的FF处理,并进行统计分析,比较校正前后的SDR与TcMRgFUS治疗期间靶区最高温度之间的关系。
基于某一制造商的BONE滤波器为每个重建滤波器计算FF。在颅骨模型的CT图像中,其他七个重建滤波器中的五个在FF校正前的SDR显著小于使用BONE滤波器时的SDR(p < 0.01)。然而,在FF校正后,仅在一种情况下发现有显著差异。在五名受试者的CT图像中,FF校正后因成像条件导致的SDR变化得到了显著改善。在18例接受TcMRgFUS治疗的病例中,FF校正前的SDR与最高温度之间无相关性(rs = 0.31,p > 0.05);然而,FF校正后观察到强正相关(rs = 0.71,p < 0.01)。
FF校正后,因使用的重建滤波器导致的SDR差异更小,且与温度的相关性更强。因此,通过应用FF可以规范SDR,并且可以更准确地预测治疗期间的最高温度。