Feasibility Study on Using Dynamic Contrast Enhanced MRI to Assess the Effect of Tyrosine Kinase Inhibitor Therapy within the STAR Trial of Metastatic Renal Cell Cancer
<i>Objective</i>: To identify dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) parameters predictive of early disease progression in patients with metastatic renal cell cancer (mRCC) treated with anti-angiogenic tyrosine kinase inhibitors (TKI). <i>Methods</i>:...
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doaj-4d6d2aafbb954842b324eda9760a26532021-07-23T13:37:28ZengMDPI AGDiagnostics2075-44182021-07-01111302130210.3390/diagnostics11071302Feasibility Study on Using Dynamic Contrast Enhanced MRI to Assess the Effect of Tyrosine Kinase Inhibitor Therapy within the STAR Trial of Metastatic Renal Cell CancerJim Zhong0Ebrahim Palkhi1David L. Buckley2Fiona J. Collinson3Christy Ralph4Satinder Jagdev5Naveen S. Vasudev6Jayne Swain7Janet E. Brown8Tze Min Wah9Department of Diagnostic and Interventional Radiology, Leeds Teaching Hospitals NHS Trust, Leeds LS9 7TF, UKDepartment of Diagnostic and Interventional Radiology, Leeds Teaching Hospitals NHS Trust, Leeds LS9 7TF, UKBiomedical Imaging, School of Medicine, University of Leeds, Leeds LS2 9JT, UKDepartment of Medical Oncology, St James’s Institute of Oncology, Leeds LS9 7TF, UKDepartment of Medical Oncology, St James’s Institute of Oncology, Leeds LS9 7TF, UKDepartment of Medical Oncology, St James’s Institute of Oncology, Leeds LS9 7TF, UKDepartment of Medical Oncology, St James’s Institute of Oncology, Leeds LS9 7TF, UKClinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds LS9 7TF, UKDepartment of Medical Oncology and Metabolism, University of Sheffield, Sheffield S10 2TN, UKDepartment of Diagnostic and Interventional Radiology, Leeds Teaching Hospitals NHS Trust, Leeds LS9 7TF, UK<i>Objective</i>: To identify dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) parameters predictive of early disease progression in patients with metastatic renal cell cancer (mRCC) treated with anti-angiogenic tyrosine kinase inhibitors (TKI). <i>Methods</i>: The study was linked to a phase II/III randomised control trial. Patients underwent DCE-MRI before, at 4- and 10-weeks after initiation of TKI. DCE-MRI parameters at each time-point were derived from a single-compartment tracer kinetic model, following semi-automated tumour segmentation by two independent readers. Primary endpoint was correlation of DCE-MRI parameters with disease progression at 6-months. Receiver operating characteristic (ROC) curve analysis and area under the curve (AUC) values were calculated for parameters associated with disease progression at 6 months. Inter-observer agreement was assessed using the intraclass correlation coefficient (ICC). <i>Results</i>: 23 tumours in 14 patients were measurable. Three patients had disease progression at 6 months. The percentage (%) change in perfused tumour volume between baseline and 4-week DCE-MRI (<i>p</i> = 0.016), mean transfer constant K<sup>trans</sup> change (<i>p</i> = 0.038), and % change in extracellular volume (<i>p</i> = 0.009) between 4- and 10-week MRI, correlated with early disease progression (AUC 0.879 for each parameter). Inter-observer agreement was excellent for perfused tumour volume, K<sup>trans</sup> and extracellular volume (ICC: 0.928, 0.949, 0.910 respectively). <i>Conclusions</i>: Early measurement of DCE-MRI biomarkers of tumour perfusion at 4- and 10-weeks predicts disease progression at 6-months following TKI therapy in mRCC.https://www.mdpi.com/2075-4418/11/7/1302dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI)tyrosine kinase inhibitoranti-angiogenic therapymetastatic renal cell cancer |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Jim Zhong Ebrahim Palkhi David L. Buckley Fiona J. Collinson Christy Ralph Satinder Jagdev Naveen S. Vasudev Jayne Swain Janet E. Brown Tze Min Wah |
spellingShingle |
Jim Zhong Ebrahim Palkhi David L. Buckley Fiona J. Collinson Christy Ralph Satinder Jagdev Naveen S. Vasudev Jayne Swain Janet E. Brown Tze Min Wah Feasibility Study on Using Dynamic Contrast Enhanced MRI to Assess the Effect of Tyrosine Kinase Inhibitor Therapy within the STAR Trial of Metastatic Renal Cell Cancer Diagnostics dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) tyrosine kinase inhibitor anti-angiogenic therapy metastatic renal cell cancer |
author_facet |
Jim Zhong Ebrahim Palkhi David L. Buckley Fiona J. Collinson Christy Ralph Satinder Jagdev Naveen S. Vasudev Jayne Swain Janet E. Brown Tze Min Wah |
author_sort |
Jim Zhong |
title |
Feasibility Study on Using Dynamic Contrast Enhanced MRI to Assess the Effect of Tyrosine Kinase Inhibitor Therapy within the STAR Trial of Metastatic Renal Cell Cancer |
title_short |
Feasibility Study on Using Dynamic Contrast Enhanced MRI to Assess the Effect of Tyrosine Kinase Inhibitor Therapy within the STAR Trial of Metastatic Renal Cell Cancer |
title_full |
Feasibility Study on Using Dynamic Contrast Enhanced MRI to Assess the Effect of Tyrosine Kinase Inhibitor Therapy within the STAR Trial of Metastatic Renal Cell Cancer |
title_fullStr |
Feasibility Study on Using Dynamic Contrast Enhanced MRI to Assess the Effect of Tyrosine Kinase Inhibitor Therapy within the STAR Trial of Metastatic Renal Cell Cancer |
title_full_unstemmed |
Feasibility Study on Using Dynamic Contrast Enhanced MRI to Assess the Effect of Tyrosine Kinase Inhibitor Therapy within the STAR Trial of Metastatic Renal Cell Cancer |
title_sort |
feasibility study on using dynamic contrast enhanced mri to assess the effect of tyrosine kinase inhibitor therapy within the star trial of metastatic renal cell cancer |
publisher |
MDPI AG |
series |
Diagnostics |
issn |
2075-4418 |
publishDate |
2021-07-01 |
description |
<i>Objective</i>: To identify dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) parameters predictive of early disease progression in patients with metastatic renal cell cancer (mRCC) treated with anti-angiogenic tyrosine kinase inhibitors (TKI). <i>Methods</i>: The study was linked to a phase II/III randomised control trial. Patients underwent DCE-MRI before, at 4- and 10-weeks after initiation of TKI. DCE-MRI parameters at each time-point were derived from a single-compartment tracer kinetic model, following semi-automated tumour segmentation by two independent readers. Primary endpoint was correlation of DCE-MRI parameters with disease progression at 6-months. Receiver operating characteristic (ROC) curve analysis and area under the curve (AUC) values were calculated for parameters associated with disease progression at 6 months. Inter-observer agreement was assessed using the intraclass correlation coefficient (ICC). <i>Results</i>: 23 tumours in 14 patients were measurable. Three patients had disease progression at 6 months. The percentage (%) change in perfused tumour volume between baseline and 4-week DCE-MRI (<i>p</i> = 0.016), mean transfer constant K<sup>trans</sup> change (<i>p</i> = 0.038), and % change in extracellular volume (<i>p</i> = 0.009) between 4- and 10-week MRI, correlated with early disease progression (AUC 0.879 for each parameter). Inter-observer agreement was excellent for perfused tumour volume, K<sup>trans</sup> and extracellular volume (ICC: 0.928, 0.949, 0.910 respectively). <i>Conclusions</i>: Early measurement of DCE-MRI biomarkers of tumour perfusion at 4- and 10-weeks predicts disease progression at 6-months following TKI therapy in mRCC. |
topic |
dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) tyrosine kinase inhibitor anti-angiogenic therapy metastatic renal cell cancer |
url |
https://www.mdpi.com/2075-4418/11/7/1302 |
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