T 1ρ for Radiotherapy Treatment Response Monitoring in Rectal Cancer Patients: A Pilot Study.
Ernst S KooremanMax TanakaLeon C Ter BeekFemke P PetersCorrie A M MarijnenUulke A van der HeidePetra J van HoudtPublished in: Journal of clinical medicine (2022)
Quantitative MRI has the potential to produce imaging biomarkers for the prediction of early response to radiotherapy treatment. In this pilot study, a potential imaging biomarker, the T 1ρ relaxation time, is assessed for this purpose. A T 1ρ sequence was implemented on a 1.5 T MR-linac system, a system that combines an MRI with a linear accelerator for radiation treatment. An agar phantom with concentrations of 1-4% w / w was constructed for technical validation of the sequence. Phantom images were assessed in terms of short-term repeatability and signal-to-noise ratio. Twelve rectal cancer patients, who were treated with 5 × 5 Gy, were imaged on each treatment fraction. Individual changes in the T 1ρ values of the gross tumor volume (GTV) showed an increase for most patients, although a paired t -test comparing values in the GTV from the first to the last treatment fraction showed no statistically significant difference. The phantom measurements showed excellent short-term repeatability (0.5-1.5 ms), and phantom T 1ρ values corresponded to the literature values. T 1ρ imaging was implemented successfully on the MR-linac, with a repeatability comparable to diagnostic systems, although clinical benefit in terms of treatment response monitoring remains to be demonstrated.
Keyphrases
- rectal cancer
- high resolution
- newly diagnosed
- locally advanced
- magnetic resonance imaging
- contrast enhanced
- end stage renal disease
- ejection fraction
- systematic review
- magnetic resonance
- mass spectrometry
- squamous cell carcinoma
- computed tomography
- machine learning
- radiation induced
- combination therapy
- ms ms
- optical coherence tomography
- dual energy
- single molecule
- amino acid