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

医学 组内相关 有效扩散系数 放射治疗 核医学 前列腺癌 病变 磁共振弥散成像 放射科 前瞻性队列研究 磁共振成像 癌症 外科 内科学 临床心理学 心理测量学
作者
Haidara Almansour,Fritz Schick,Marcel Nachbar,Saif Afat,Victor Fritz,Daniela Thorwarth,Daniel Zips,Felix Bertram,Arndt‐Christian Müller,Konstantin Nikolaou,Mohamed I. A. Othman,Daniel Wegener
出处
期刊:Radiology and Oncology [De Gruyter Open]
卷期号:57 (2): 184-190 被引量:4
标识
DOI:10.2478/raon-2023-0020
摘要

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 3T ) 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 vs . 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 −3 mm 2 /s vs . mean MRL-ADC during radiotherapy 1.38 ± 0.3 × 10 −3 mm 2 /s, yielding a mean lesion ADC elevation of 0.41 ± 0.20 × 10 −3 mm 2 /s, p < 0.001). Mean MRI 3T -ADC at baseline was 0.78 ± 0.165 × 10 −3 mm 2 /s vs . mean MRI 3T -ADC during radiotherapy 0.99 ± 0.175 × 10 −3 mm 2 /s, yielding a mean lesion ADC elevation of 0.21 ± 0.96 × 10 −3 mm 2 /s p < 0.001). The absolute ADC values from MRL were consistently significantly higher than those from MRI 3T at baseline and during radiotherapy (p < = 0.001). However, there was a strong positive correlation between MRL-ADC and MRI 3T -ADC at baseline ( r = 0.798, p = 0.01) and during radiotherapy ( r = 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.

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