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DCE-MRI is more sensitive than IVIM-DWI for assessing anti-angiogenic treatment-induced changes in colorectal liver metastases
by
Collins, David J
, Khan, Khurum
, Fassan, Matteo
, Chau, Ian
, Rata, Mihaela
, Leach, Martin O
, Valeri, Nicola
, Picchia, Simona
, d’Arcy, James
, Winfield, Jessica M
, Cunningham, David
, Orton, Matthew R
, Koh, Dow-Mu
, Tunariu, Nina
, Bali, Maria Antonietta
in
Antiangiogenics
/ Cancer
/ Cancer Research
/ Care and treatment
/ Clinical trial
/ Colorectal liver metastasis
/ Colorectal Neoplasms - diagnostic imaging
/ Colorectal Neoplasms - drug therapy
/ Contrast agents
/ Contrast media
/ Correlation
/ Diffusion
/ Diffusion coefficient
/ Drunk driving
/ Dynamic contrast enhanced MRI (DCE-MRI)
/ Evaluation
/ Gadolinium
/ Humans
/ Imaging
/ Inhibitor drugs
/ Intravoxel incoherent motion diffusion weighted imaging (IVIM-DWI)
/ Liver
/ Liver Neoplasms - diagnostic imaging
/ Liver Neoplasms - drug therapy
/ Magnetic Resonance Imaging
/ Medical imaging
/ Medicine
/ Medicine & Public Health
/ Metastasis
/ Nuclear Medicine
/ Oncology
/ Parameter identification
/ Parameter sensitivity
/ Patients
/ Perfusion
/ Prospective Studies
/ Radiology
/ Rank tests
/ Rankings
/ Research Article
/ Software
/ Tumors
2021
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DCE-MRI is more sensitive than IVIM-DWI for assessing anti-angiogenic treatment-induced changes in colorectal liver metastases
by
Collins, David J
, Khan, Khurum
, Fassan, Matteo
, Chau, Ian
, Rata, Mihaela
, Leach, Martin O
, Valeri, Nicola
, Picchia, Simona
, d’Arcy, James
, Winfield, Jessica M
, Cunningham, David
, Orton, Matthew R
, Koh, Dow-Mu
, Tunariu, Nina
, Bali, Maria Antonietta
in
Antiangiogenics
/ Cancer
/ Cancer Research
/ Care and treatment
/ Clinical trial
/ Colorectal liver metastasis
/ Colorectal Neoplasms - diagnostic imaging
/ Colorectal Neoplasms - drug therapy
/ Contrast agents
/ Contrast media
/ Correlation
/ Diffusion
/ Diffusion coefficient
/ Drunk driving
/ Dynamic contrast enhanced MRI (DCE-MRI)
/ Evaluation
/ Gadolinium
/ Humans
/ Imaging
/ Inhibitor drugs
/ Intravoxel incoherent motion diffusion weighted imaging (IVIM-DWI)
/ Liver
/ Liver Neoplasms - diagnostic imaging
/ Liver Neoplasms - drug therapy
/ Magnetic Resonance Imaging
/ Medical imaging
/ Medicine
/ Medicine & Public Health
/ Metastasis
/ Nuclear Medicine
/ Oncology
/ Parameter identification
/ Parameter sensitivity
/ Patients
/ Perfusion
/ Prospective Studies
/ Radiology
/ Rank tests
/ Rankings
/ Research Article
/ Software
/ Tumors
2021
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DCE-MRI is more sensitive than IVIM-DWI for assessing anti-angiogenic treatment-induced changes in colorectal liver metastases
by
Collins, David J
, Khan, Khurum
, Fassan, Matteo
, Chau, Ian
, Rata, Mihaela
, Leach, Martin O
, Valeri, Nicola
, Picchia, Simona
, d’Arcy, James
, Winfield, Jessica M
, Cunningham, David
, Orton, Matthew R
, Koh, Dow-Mu
, Tunariu, Nina
, Bali, Maria Antonietta
in
Antiangiogenics
/ Cancer
/ Cancer Research
/ Care and treatment
/ Clinical trial
/ Colorectal liver metastasis
/ Colorectal Neoplasms - diagnostic imaging
/ Colorectal Neoplasms - drug therapy
/ Contrast agents
/ Contrast media
/ Correlation
/ Diffusion
/ Diffusion coefficient
/ Drunk driving
/ Dynamic contrast enhanced MRI (DCE-MRI)
/ Evaluation
/ Gadolinium
/ Humans
/ Imaging
/ Inhibitor drugs
/ Intravoxel incoherent motion diffusion weighted imaging (IVIM-DWI)
/ Liver
/ Liver Neoplasms - diagnostic imaging
/ Liver Neoplasms - drug therapy
/ Magnetic Resonance Imaging
/ Medical imaging
/ Medicine
/ Medicine & Public Health
/ Metastasis
/ Nuclear Medicine
/ Oncology
/ Parameter identification
/ Parameter sensitivity
/ Patients
/ Perfusion
/ Prospective Studies
/ Radiology
/ Rank tests
/ Rankings
/ Research Article
/ Software
/ Tumors
2021
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DCE-MRI is more sensitive than IVIM-DWI for assessing anti-angiogenic treatment-induced changes in colorectal liver metastases
Journal Article
DCE-MRI is more sensitive than IVIM-DWI for assessing anti-angiogenic treatment-induced changes in colorectal liver metastases
2021
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Overview
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/mm
2
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
mm
2
/s), perfusion fraction f (ml/ml), pseudodiffusion coefficient D* (10
−3
mm
2
/s), and their product fD* (mm
2
/s)] and three DCE-MRI parameters [volume transfer constant K
trans
(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 K
trans
(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
mm
2
/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 K
trans
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 6
th
January 2015.
Publisher
BioMed Central,BioMed Central Ltd,Springer Nature B.V,BMC
Subject
/ Cancer
/ Colorectal Neoplasms - diagnostic imaging
/ Colorectal Neoplasms - drug therapy
/ Dynamic contrast enhanced MRI (DCE-MRI)
/ Humans
/ Imaging
/ Intravoxel incoherent motion diffusion weighted imaging (IVIM-DWI)
/ Liver
/ Liver Neoplasms - diagnostic imaging
/ Liver Neoplasms - drug therapy
/ Medicine
/ Oncology
/ Patients
/ Rankings
/ Software
/ Tumors
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