MRI Relaxometry for Glioblastoma Response Assessment During Radiation Therapy on a 0.35 T MRI Linear Accelerator.

Natalia Lutsik, Siamak P Nejad-Davarani, Alessandro Valderrama, Janette Herr, Kaylie Cullison, Danilo Maziero, Macarena I de la Fuente, Gregory J Kubicek, Jessica J Meshman, Gregory A Azzam, Tess Armstrong, Radka S Stoyanova, Eric A Mellon
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Abstract

Background and purpose: The integration of MRI and linear accelerator (MRI-Linac) enables daily imaging during radiation therapy (RT). This study implements MRI-Linac relaxometry to evaluate quantitative imaging changes in glioblastoma patients during RT and identify associations with disease progression and survival outcomes.

Materials and methods: Thirty-eight glioblastoma patients were treated on a 0.35T MRI-Linac with Strategically Acquired Gradient Echo (STAGE) and T2 multi-echo acquisitions every other day. Per voxel changes in tumor T2, T2*, and T1 values were assessed by parametric response mapping comparing each treatment fraction with pre-RT baselines. Statistical analyses included the Wilcoxon test for group comparisons and Cox proportional hazards models for survival associations.

Results: Progressors had higher proportions of voxels with increased T2 values at week 2 (49% vs. 40%, p = 0.008) and week 6 (58% vs. 43%, p = 0.012) and higher T2* values at week 1 (47% vs. 43%, p = 0.016), week 2 (48% vs. 43%, p = 0.016), week 3 (50% vs. 44%, p = 0.012), and the final week (53% vs. 43%, p = 0.021). Cox modelling linked increased T2 values at week 4 with overall survival (HR = 4.72, 95% CI: 1.24-12.9) and progression-free survival (HR = 9.26, 95% CI: 1.88-24.5). Increased T2* values at weeks 2 and 3 correlated with progression-free survival (HR = 5.02, 95% CI: 1.44-17.6; HR = 6.04, 95% CI: 1.59-22.9) and overall survival at week 3 (HR = 3.09, 95% CI: 0.94-10.1).

Conclusion: Quantitative changes in T2 and T2* values during RT, particularly in weeks 3-4, were associated with progression and survival outcomes. Early detection of poor responders may enable therapy adaptation, improving glioblastoma treatment outcomes.

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利用 0.35 T 磁共振成像直线加速器进行放射治疗期间胶质母细胞瘤反应评估的磁共振成像弛豫测量法。
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来源期刊
CiteScore
11.00
自引率
7.10%
发文量
2538
审稿时长
6.6 weeks
期刊介绍: International Journal of Radiation Oncology • Biology • Physics (IJROBP), known in the field as the Red Journal, publishes original laboratory and clinical investigations related to radiation oncology, radiation biology, medical physics, and both education and health policy as it relates to the field. This journal has a particular interest in original contributions of the following types: prospective clinical trials, outcomes research, and large database interrogation. In addition, it seeks reports of high-impact innovations in single or combined modality treatment, tumor sensitization, normal tissue protection (including both precision avoidance and pharmacologic means), brachytherapy, particle irradiation, and cancer imaging. Technical advances related to dosimetry and conformal radiation treatment planning are of interest, as are basic science studies investigating tumor physiology and the molecular biology underlying cancer and normal tissue radiation response.
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