AI Article Synopsis

  • The study evaluated changes in imaging metrics from diffusion-weighted and dynamic contrast-enhanced MRI in pancreatic cancer patients at three time points: before treatment, after the first radiation fraction, and six weeks post-treatment.
  • Ten patients underwent MRI scans; analysis included calculating the apparent diffusion coefficient (ADC) and various tissue relaxation rates to see how these metrics changed over time.
  • Results showed significant differences in certain imaging metric values, suggesting that DW- and DCE-MRI metrics could serve as effective biomarkers to assess the effects of stereotactic body radiotherapy in this patient population.

Article Abstract

We aimed to assess longitudinal changes in quantitative imaging metric values obtained from diffusion-weighted (DW-) and dynamic contrast-enhanced magnetic resonance imaging (DCE)-MRI at pre-treatment (TX[0]), immediately after the first fraction of stereotactic body radiotherapy (D1-TX[1]), and 6 weeks post-TX (Post-TX[2]) in patients with pancreatic ductal adenocarcinoma. Ten enrolled patients (n = 10) underwent DW- and DCE-MRI examinations on a 3.0 T scanner. The apparent diffusion coefficient, ADC (mm/s), was derived from DW imaging data using a monoexponential model. The tissue relaxation rate, , time-course data were fitted with a shutter-speed model, which provides estimates of the volume transfer constant, (min), extravascular extracellular volume fraction, , and mean lifetime of intracellular water protons, τ (seconds). Wilcoxon rank-sum test compared the mean values, standard deviation, skewness, kurtosis, and relative percentage (r, %) changes (Δ) in ADC, , , and τ values between the magnetic resonance examinations. rADC values were significantly greater than rADC values ( = .009). r values were significantly lower than r values ( = .048). r and rv values were significantly different ( = .016). rτ values were significantly lower than rτ values ( = .008). For group comparison, the pre-TX mean and kurtosis of ADC ( = .18 and = .14), skewness and kurtosis of values ( = .14 for both) showed a leaning toward significant difference between patients who experienced local control (n = 2) and failed early (n = 4). DW- and DCE-MRI-derived quantitative metrics could be useful biomarkers to evaluate longitudinal changes to stereotactic body radiotherapy in patients with pancreatic ductal adenocarcinoma.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7289241PMC
http://dx.doi.org/10.18383/j.tom.2020.00015DOI Listing

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