Milou H Martens1, Samina Subhani2, Luc A Heijnen3, Doenja M J Lambregts2, Jeroen Buijsen4, Monique Maas2, Robert G Riedl5, Cecile R L P N Jeukens2, Geerard L Beets6, Ewelina Kluza2, Regina G H Beets-Tan7. 1. Department of Radiology, Maastricht University Medical Center, The Netherlands; Department of Surgery, Maastricht University Medical Center, The Netherlands; GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, The Netherlands. Electronic address: mh.martens@hotmail.com. 2. Department of Radiology, Maastricht University Medical Center, The Netherlands. 3. Department of Radiology, Maastricht University Medical Center, The Netherlands; Department of Surgery, Maastricht University Medical Center, The Netherlands; GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, The Netherlands. 4. GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, The Netherlands; Department of Radiation Oncology, Maastro Clinic, The Netherlands. 5. Department of Pathology, Maastricht University Medical Center, The Netherlands. 6. Department of Surgery, Maastricht University Medical Center, The Netherlands. 7. Department of Radiology, Maastricht University Medical Center, The Netherlands; GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, The Netherlands.
Abstract
BACKGROUND AND PURPOSE: Dynamic contrast-enhanced MRI (DCE-MRI) provides information on perfusion and could identify good prognostic tumors. Aim of this study was to evaluate whether DCE-MRI using a novel blood pool contrast-agent can accurately predict the response to neoadjuvant chemoradiotherapy in locally advanced rectal cancer. MATERIALS AND METHODS: Thirty patients underwent DCE-MRI before and 7-10weeks after chemoradiotherapy. Regions of interest were drawn on DCE-MRI with T2W-images as reference. DCE-MRI-based kinetic parameters (initial slope, initial peak, late slope, and AUC at 60, 90, and 120s) determined pre- and post-CRT and their Δ were compared between good (TRG1-2) and poor (TRG3-5) responders. Optimal thresholds were determined and sensitivities, specificities, positive predictive values (PPV), and negative predictive values (NPV) were calculated. RESULTS: Pre-therapy, the late slope was able to discriminate between good and poor responders (-0.05×10(-3) vs. 0.62×10(-3), p<0.001) with an AUC of 0.90, sensitivity 92%, specificity 82%, PPV 80%, and NPV 93%. Other pre-CRT parameters showed no significant differences, nor any post-CRT parameters or their Δ. CONCLUSIONS: The kinetic parameter 'late slope' derived from DCE-MRI could potentially be helpful to predict before the onset of neoadjuvant chemoradiotherapy which tumors are likely going to respond. This could allow for personalized treatment-options in rectal cancer patients.
BACKGROUND AND PURPOSE: Dynamic contrast-enhanced MRI (DCE-MRI) provides information on perfusion and could identify good prognostic tumors. Aim of this study was to evaluate whether DCE-MRI using a novel blood pool contrast-agent can accurately predict the response to neoadjuvant chemoradiotherapy in locally advanced rectal cancer. MATERIALS AND METHODS: Thirty patients underwent DCE-MRI before and 7-10weeks after chemoradiotherapy. Regions of interest were drawn on DCE-MRI with T2W-images as reference. DCE-MRI-based kinetic parameters (initial slope, initial peak, late slope, and AUC at 60, 90, and 120s) determined pre- and post-CRT and their Δ were compared between good (TRG1-2) and poor (TRG3-5) responders. Optimal thresholds were determined and sensitivities, specificities, positive predictive values (PPV), and negative predictive values (NPV) were calculated. RESULTS: Pre-therapy, the late slope was able to discriminate between good and poor responders (-0.05×10(-3) vs. 0.62×10(-3), p<0.001) with an AUC of 0.90, sensitivity 92%, specificity 82%, PPV 80%, and NPV 93%. Other pre-CRT parameters showed no significant differences, nor any post-CRT parameters or their Δ. CONCLUSIONS: The kinetic parameter 'late slope' derived from DCE-MRI could potentially be helpful to predict before the onset of neoadjuvant chemoradiotherapy which tumors are likely going to respond. This could allow for personalized treatment-options in rectal cancerpatients.
Authors: Ewelina Kluza; Jean-Paul J E Kleijnen; Milou H Martens; Dorit Rennspiess; Monique Maas; Cécile R L P N Jeukens; Robert G Riedl; Axel zur Hausen; Geerard L Beets; Regina G H Beets-Tan Journal: Eur Radiol Date: 2015-08-30 Impact factor: 5.315
Authors: Jeff L Zhang; Gwenael Layec; Christopher Hanrahan; Christopher C Conlin; Corey Hart; Nan Hu; Lillian Khor; Michelle Mueller; Vivian S Lee Journal: Am J Physiol Heart Circ Physiol Date: 2018-11-02 Impact factor: 4.733
Authors: Roberto García-Figueiras; Sandra Baleato-González; Anwar R Padhani; Ana Marhuenda; Antonio Luna; Lidia Alcalá; Ana Carballo-Castro; Ana Álvarez-Castro Journal: Insights Imaging Date: 2016-04-30