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dc.contributor.authorRata, M
dc.contributor.authorKhan, K
dc.contributor.authorCollins, DJ
dc.contributor.authorKoh, D-M
dc.contributor.authorTunariu, N
dc.contributor.authorBali, MA
dc.contributor.authord'Arcy, J
dc.contributor.authorWinfield, JM
dc.contributor.authorPicchia, S
dc.contributor.authorValeri, N
dc.contributor.authorChau, I
dc.contributor.authorCunningham, D
dc.contributor.authorFassan, M
dc.contributor.authorLeach, MO
dc.contributor.authorOrton, MR
dc.date.accessioned2022-02-23T09:55:39Z
dc.date.available2022-02-23T09:55:39Z
dc.date.issued2021-12-19
dc.identifier.citationCancer imaging : the official publication of the International Cancer Imaging Society, 2021, 21 (1), pp. 67 - ?en_US
dc.identifier.issn1740-5025
dc.identifier.urihttps://repository.icr.ac.uk/handle/internal/5031
dc.identifier.eissn1470-7330en_US
dc.identifier.eissn1470-7330
dc.identifier.doi10.1186/s40644-021-00436-0en_US
dc.identifier.doi10.1186/s40644-021-00436-0
dc.description.abstract<h4>Background</h4>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.<h4>Methods</h4>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<sup>2</sup> diffusion-weighted images were transferred to DCE-MRI data for further analysis. The median value of four IVIM-DWI parameters [diffusion coefficient D (10<sup>-3</sup> mm<sup>2</sup>/s), perfusion fraction f (ml/ml), pseudodiffusion coefficient D* (10<sup>-3</sup> mm<sup>2</sup>/s), and their product fD* (mm<sup>2</sup>/s)] and three DCE-MRI parameters [volume transfer constant K<sup>trans</sup> (min<sup>-1</sup>), enhancement fraction EF (%), and their product KEF (min<sup>-1</sup>)] 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.<h4>Results</h4>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<sup>-1</sup>, P<0.001) and K<sup>trans</sup> (0.109 to 0.078 min<sup>-1</sup>, P=0.002). For IVIM-DWI, only D (a non-perfusion parameter) increased significantly post treatment (0.83 to 0.97 × 10<sup>-3</sup> mm<sup>2</sup>/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<sup>trans</sup> 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.<h4>Conclusion</h4>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.<h4>Trial registration</h4>NCT03010722 clinicaltrials.gov; registration date 6<sup>th</sup> January 2015.en_US
dc.formatElectronicen_US
dc.format.extent67 - ?en_US
dc.languageengen_US
dc.language.isoengen_US
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/en_US
dc.subjectHumansen_US
dc.subjectColorectal Neoplasmsen_US
dc.subjectLiver Neoplasmsen_US
dc.subjectMagnetic Resonance Imagingen_US
dc.subjectProspective Studiesen_US
dc.titleDCE-MRI is more sensitive than IVIM-DWI for assessing anti-angiogenic treatment-induced changes in colorectal liver metastases.en_US
dc.typeJournal Article
dcterms.dateAccepted2021-11-24
rioxxterms.versionVoRen_US
rioxxterms.versionofrecord10.1186/s40644-021-00436-0en_US
rioxxterms.licenseref.urihttps://creativecommons.org/licenses/by/4.0en_US
rioxxterms.licenseref.startdate2021-12-19
dc.relation.isPartOfCancer imaging : the official publication of the International Cancer Imaging Societyen_US
pubs.issue1en_US
pubs.notesNot knownen_US
pubs.organisational-group/ICR
pubs.organisational-group/ICR/Primary Group
pubs.organisational-group/ICR/Primary Group/ICR Divisions
pubs.organisational-group/ICR/Primary Group/ICR Divisions/Clinical Studies
pubs.organisational-group/ICR/Primary Group/ICR Divisions/Clinical Studies/Medicine (RMH Smith Cunningham)
pubs.organisational-group/ICR/Primary Group/ICR Divisions/Clinical Studies/Medicine (RMH Smith Cunningham)/Medicine (RMH Smith Cunningham) (hon.)
pubs.organisational-group/ICR/Primary Group/ICR Divisions/Radiotherapy and Imaging
pubs.organisational-group/ICR/Primary Group/ICR Divisions/Radiotherapy and Imaging/Radiotherapy Physics Modelling
pubs.organisational-group/ICR/Primary Group/Royal Marsden Clinical Units
pubs.publication-statusPublisheden_US
pubs.volume21en_US
pubs.embargo.termsNot knownen_US
icr.researchteamMedicine (RMH Smith Cunningham)
icr.researchteamRadiotherapy Physics Modelling
dc.contributor.icrauthorCunningham, Daviden_US
dc.contributor.icrauthorChau, Ianen_US
dc.contributor.icrauthorWinfield, Jessicaen_US
dc.contributor.icrauthorCollins, Daviden_US
dc.contributor.icrauthorKoh, Dow-Muen_US


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