Show simple item record

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 - ?
dc.identifier.issn1740-5025
dc.identifier.urihttps://repository.icr.ac.uk/handle/internal/5031
dc.identifier.eissn1470-7330
dc.identifier.eissn1470-7330
dc.identifier.doi10.1186/s40644-021-00436-0
dc.identifier.doi10.1186/s40644-021-00436-0
dc.description.abstractBACKGROUND: 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.
dc.formatElectronic
dc.format.extent67 - ?
dc.languageeng
dc.language.isoeng
dc.publisherBMC
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjectHumans
dc.subjectColorectal Neoplasms
dc.subjectLiver Neoplasms
dc.subjectMagnetic Resonance Imaging
dc.subjectProspective Studies
dc.titleDCE-MRI is more sensitive than IVIM-DWI for assessing anti-angiogenic treatment-induced changes in colorectal liver metastases.
dc.typeJournal Article
dcterms.dateAccepted2021-11-24
rioxxterms.versionVoR
rioxxterms.versionofrecord10.1186/s40644-021-00436-0
rioxxterms.licenseref.urihttps://creativecommons.org/licenses/by/4.0
rioxxterms.licenseref.startdate2021-12-19
dc.relation.isPartOfCancer imaging : the official publication of the International Cancer Imaging Society
pubs.issue1
pubs.notesNot known
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-statusPublished
pubs.volume21
pubs.embargo.termsNot known
icr.researchteamMedicine (RMH Smith Cunningham)
icr.researchteamRadiotherapy Physics Modelling
dc.contributor.icrauthorCollins, David
dc.contributor.icrauthorValeri, Nicola


Files in this item

Thumbnail

This item appears in the following collection(s)

Show simple item record

http://creativecommons.org/licenses/by/4.0/
Except where otherwise noted, this item's license is described as http://creativecommons.org/licenses/by/4.0/