scholarly journals DCE-MRI is more sensitive than IVIM-DWI for assessing anti-angiogenic treatment-induced changes in colorectal liver metastases

2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Mihaela Rata ◽  
Khurum Khan ◽  
David J Collins ◽  
Dow-Mu Koh ◽  
Nina Tunariu ◽  
...  

Abstract Background Diffusion weighted imaging (DWI) with intravoxel incoherent motion (IVIM) modelling can inform on tissue perfusion without exogenous contrast administration. Dynamic-contrast-enhanced (DCE) MRI can also characterise tissue perfusion, but requires a bolus injection of a Gadolinium-based contrast agent. This study compares the use of DCE-MRI and IVIM-DWI methods in assessing response to anti-angiogenic treatment in patients with colorectal liver metastases in a cohort with confirmed treatment response. Methods This prospective imaging study enrolled 25 participants with colorectal liver metastases to receive Regorafenib treatment. A target metastasis > 2 cm in each patient was imaged before and at 15 days after treatment on a 1.5T MR scanner using slice-matched IVIM-DWI and DCE-MRI protocols. MRI data were motion-corrected and tumour volumes of interest drawn on b=900 s/mm2 diffusion-weighted images were transferred to DCE-MRI data for further analysis. The median value of four IVIM-DWI parameters [diffusion coefficient D (10−3 mm2/s), perfusion fraction f (ml/ml), pseudodiffusion coefficient D* (10−3 mm2/s), and their product fD* (mm2/s)] and three DCE-MRI parameters [volume transfer constant Ktrans (min−1), enhancement fraction EF (%), and their product KEF (min−1)] were recorded at each visit, before and after treatment. Changes in pre- and post-treatment measurements of all MR parameters were assessed using Wilcoxon signed-rank tests (P<0.05 was considered significant). DCE-MRI and IVIM-DWI parameter correlations were evaluated with Spearman rank tests. Functional MR parameters were also compared against Response Evaluation Criteria In Solid Tumours v.1.1 (RECIST) evaluations. Results Significant treatment-induced reductions of DCE-MRI parameters across the cohort were observed for EF (91.2 to 50.8%, P<0.001), KEF (0.095 to 0.045 min−1, P<0.001) and Ktrans (0.109 to 0.078 min−1, P=0.002). For IVIM-DWI, only D (a non-perfusion parameter) increased significantly post treatment (0.83 to 0.97 × 10−3 mm2/s, P<0.001), while perfusion-related parameters showed no change. No strong correlations were found between DCE-MRI and IVIM-DWI parameters. A moderate correlation was found, after treatment, between Ktrans and D* (r=0.60; P=0.002) and fD* (r=0.67; P<0.001). When compared to RECIST v.1.1 evaluations, KEF and D correctly identified most clinical responders, whilst non-responders were incorrectly identified. Conclusion IVIM-DWI perfusion-related parameters showed limited sensitivity to the anti-angiogenic effects of Regorafenib treatment in colorectal liver metastases and showed low correlation with DCE-MRI parameters, despite profound and significant post-treatment reductions in DCE-MRI measurements. Trial registration NCT03010722 clinicaltrials.gov; registration date 6th January 2015.

2012 ◽  
Vol 106 (12) ◽  
pp. 1926-1933 ◽  
Author(s):  
S De Bruyne ◽  
N Van Damme ◽  
P Smeets ◽  
L Ferdinande ◽  
W Ceelen ◽  
...  

2012 ◽  
Vol 85 (1015) ◽  
pp. 980-989 ◽  
Author(s):  
D-M Koh ◽  
D J Collins ◽  
T Wallace ◽  
I Chau ◽  
A M Riddell

2012 ◽  
Vol 30 (8) ◽  
pp. 648-658 ◽  
Author(s):  
Taku Tajima ◽  
Masaaki Akahane ◽  
Hidemasa Takao ◽  
Hiroyuki Akai ◽  
Shigeru Kiryu ◽  
...  

2016 ◽  
Vol 34 (4_suppl) ◽  
pp. 580-580
Author(s):  
Khurum Hayat Khan ◽  
Mihaela Rata ◽  
Dow-Mu Koh ◽  
Nina Tunariu ◽  
David J. Collins ◽  
...  

580 Background: REG that has single agent efficacy in patients (pts) with refractory mCRC, is known to have anti-angiogenic activities. The benefit of REG in unselected pts is modest. Thus, the identification of predictive biomarkers is critical for treatment stratification. PROSPECT-R study aims to identify genetic and radiological mechanisms of primary and acquired REG resistance in RAS mt mCRC patients. Methods: Multiparametric MRI studies including dynamic contrast enhancement (DCE)-MRI and diffusion weighted imaging (DWI) were acquired pre- and at day 15 post-treatment on a 1.5T Siemens Avanto MR scanner. Regions of interest of the entire chosen target metastatic lesion were drawn by a senior radiologist and the following imaging parameters were generated: volume transfer constant (Ktrans) derived from a pharmacokinetic analysis based on the extended Kety model and apparent diffusion coefficient (ADC) calculated using a mono-exponential fitting algorithm; median values of ADC and Ktrans were reported. Results: The first seven enrolled pts were analysed; a single target lesion per patient was chosen (5 liver and 2 pelvic metastases). At day 15 post treatment, a marked decrease (68-81%) of median tumour Ktrans was observed in 4 out of 7 pts; the remaining 3 patients showed no significant median Ktrans change (-36 to + 17%). Overall, the cohort average Ktrans decreased from 0.17 to 0.07 min-1(58%). No significant ADC changes were observed at day 15. Of the 4 pts with Ktrans reduction on day 15, 1 achieved RECIST 1.1 partial response (38% reduction in target lesions), 2 had stable disease and 1 progressed, based on CT assessments performed at 8 weeks of REG therapy; 3/7 pts with no Ktrans change progressed within 2 months of initiating REG. When modified Choi criteria were applied, 3/4 pts with Ktrans reduction were classified as responders. Conclusions: REG may have early anti-angiogenic affects; DCE-MRI could be a potential predicting biomarker in pts treated with REG. Further analysis within PROSPECT-R may elucidate genetic biomarkers to validate these findings. Clinical trial information: EUDRACT No: 2014- 003579-51.


2016 ◽  
Vol 19 (4) ◽  
pp. 540-549 ◽  
Author(s):  
Sandra Heskamp ◽  
Linda Heijmen ◽  
Danny Gerrits ◽  
Janneke D. M. Molkenboer-Kuenen ◽  
Edwin G. W. ter Voert ◽  
...  

2013 ◽  
Vol 23 (8) ◽  
pp. 2156-2164 ◽  
Author(s):  
Mathilde Wagner ◽  
Léon Maggiori ◽  
Maxime Ronot ◽  
Valérie Paradis ◽  
Valérie Vilgrain ◽  
...  

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