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1.5TMR-Linac 上进行的磁共振引导放射治疗的前列腺癌患者的表观扩散系数(ADC)的纵向监测:一项前瞻性可行性研究。

Longitudinal monitoring of Apparent Diffusion Coefficient (ADC) in patients with prostate cancer undergoing MR-guided radiotherapy on an MR-Linac at 1.5 T: a prospective feasibility study.

机构信息

Department of Diagnostic and Interventional Radiology, Eberhard-Karls University, Tuebingen, Germany.

Section for Experimental Radiology, Department of Radiology, Eberhard-Karls University, Tuebingen, Germany.

出版信息

Radiol Oncol. 2023 Jun 21;57(2):184-190. doi: 10.2478/raon-2023-0020. eCollection 2023 Jun 1.

Abstract

BACKGROUND

Hybrid MRI linear accelerators (MR-Linac) might enable individualized online adaptation of radiotherapy using quantitative MRI sequences as diffusion-weighted imaging (DWI). The purpose of this study was to investigate the dynamics of lesion apparent diffusion coefficient (ADC) in patients with prostate cancer undergoing MR-guided radiation therapy (MRgRT) on a 1.5T MR-Linac. The ADC values at a diagnostic 3T MRI scanner were used as the reference standard.

PATIENTS AND AND METHODS

In this prospective single-center study, patients with biopsy-confirmed prostate cancer who underwent both an MRI exam at a 3T scanner (MRI) and an exam at a 1.5T MR-Linac (MRL) at baseline and during radiotherapy were included. Lesion ADC values were measured by a radiologist and a radiation oncologist on the slice with the largest lesion. ADC values were compared before . during radiotherapy (during the second week) on both systems via paired t-tests. Furthermore, Pearson correlation coefficient and inter-reader agreement were computed.

RESULTS

A total of nine male patients aged 67 ± 6 years [range 60 - 67 years] were included. In seven patients, the cancerous lesion was in the peripheral zone, and in two patients the lesion was in the transition zone. Inter-reader reliability regarding lesion ADC measurement was excellent with an intraclass correlation coefficient of (ICC) > 0.90 both at baseline and during radiotherapy. Thus, the results of the first reader will be reported. In both systems, there was a statistically significant elevation of lesion ADC during radiotherapy (mean MRL-ADC at baseline was 0.97 ± 0.18 × 10 mm/s . mean MRL-ADC during radiotherapy 1.38 ± 0.3 × 10 mm/s, yielding a mean lesion ADC elevation of 0.41 ± 0.20 × 10 mm/s, p < 0.001). Mean MRI-ADC at baseline was 0.78 ± 0.165 × 10 mm/s . mean MRI-ADC during radiotherapy 0.99 ± 0.175 × 10 mm/s, yielding a mean lesion ADC elevation of 0.21 ± 0.96 × 10 mm/s p < 0.001). The absolute ADC values from MRL were consistently significantly higher than those from MRI at baseline and during radiotherapy (p < = 0.001). However, there was a strong positive correlation between MRL-ADC and MRI-ADC at baseline ( = 0.798, p = 0.01) and during radiotherapy ( = 0.863, p = 0.003).

CONCLUSIONS

Lesion ADC as measured on MRL increased significantly during radiotherapy and ADC measurements of lesions on both systems showed similar dynamics. This indicates that lesion ADC as measured on the MRL may be used as a biomarker for evaluation of treatment response. In contrast, absolute ADC values as calculated by the algorithm of the manufacturer of the MRL showed systematic deviations from values obtained on a diagnostic 3T MRI system. These preliminary findings are promising but need large-scale validation. Once validated, lesion ADC on MRL might be used for real-time assessment of tumor response in patients with prostate cancer undergoing MR-guided radiation therapy.

摘要

背景

混合 MRI 线性加速器(MR-Linac)可能能够使用定量 MRI 序列(如扩散加权成像(DWI))实现放射治疗的个体化在线适应。本研究的目的是研究在 1.5T MR-Linac 上接受 MRI 引导放射治疗(MRgRT)的前列腺癌患者病变表观扩散系数(ADC)的动态变化。在诊断性 3T MRI 扫描仪上的 ADC 值被用作参考标准。

患者和方法

在这项前瞻性单中心研究中,纳入了在基线和放疗期间同时接受 3T 扫描仪(MRI)和 1.5T MR-Linac(MRL)检查的经活检证实患有前列腺癌的患者。由放射科医生和放射肿瘤学家在具有最大病变的切片上测量病变 ADC 值。通过配对 t 检验比较基线时和放疗期间(第二周)在两个系统上的 ADC 值。此外,还计算了 Pearson 相关系数和读者间一致性。

结果

共纳入 9 名年龄 67 ± 6 岁(60-67 岁)的男性患者。在 7 名患者中,癌性病变位于外周区,在 2 名患者中,病变位于移行区。在基线和放疗期间,病变 ADC 测量的读者间可靠性均极好,组内相关系数(ICC)>0.90。因此,将报告第一读者的结果。在两个系统中,在放疗过程中病变 ADC 均有统计学显著升高(基线时 MRL-ADC 的平均值为 0.97 ± 0.18×10mm/s,放疗期间 MRL-ADC 的平均值为 1.38 ± 0.3×10mm/s,病变 ADC 平均升高 0.41 ± 0.20×10mm/s,p<0.001)。基线时 MRI-ADC 的平均值为 0.78 ± 0.165×10mm/s,放疗期间 MRI-ADC 的平均值为 0.99 ± 0.175×10mm/s,病变 ADC 平均升高 0.21 ± 0.96×10mm/s,p<0.001)。基线时和放疗期间,MRL 的 ADC 值始终明显高于 MRI 的 ADC 值(p<0.001)。然而,MRL-ADC 与 MRI-ADC 之间存在强烈的正相关(=0.798,p=0.01)和放疗期间(=0.863,p=0.003)。

结论

MRL 上测量的病变 ADC 在放疗过程中显著增加,并且两个系统上的病变 ADC 测量值显示出相似的动力学。这表明,MRL 上测量的病变 ADC 可作为评估治疗反应的生物标志物。相比之下,MRL 制造商的算法计算的绝对 ADC 值与诊断性 3T MRI 系统获得的值存在系统偏差。这些初步发现很有希望,但需要大规模验证。一旦验证,MRL 上的病变 ADC 可能用于实时评估接受 MRI 引导放射治疗的前列腺癌患者的肿瘤反应。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e715/10286890/ad6b5de5e1d4/j_raon-2023-0020_fig_001.jpg

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