TY - JOUR
T1 - Can perfusion MRI predict response to preoperative treatment in rectal cancer?
AU - Martens, Milou H.
AU - Subhani, Samina
AU - Heijnen, Luc A.
AU - Lambregts, Doenja M.J.
AU - Buijsen, Jeroen
AU - Maas, Monique
AU - Riedl, Robert G.
AU - Jeukens, Cecile R.L.P.N.
AU - Beets, Geerard L.
AU - Kluza, Ewelina
AU - Beets-Tan, Regina G.H.
PY - 2015/2/1
Y1 - 2015/2/1
N2 - 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 7-10 weeks 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 120 s) 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.
AB - 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 7-10 weeks 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 120 s) 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.
KW - Neoadjuvant chemoradiation
KW - Preoperative treatment
KW - Rectal cancer
KW - Response prediction
UR - http://www.scopus.com/inward/record.url?scp=84926202128&partnerID=8YFLogxK
U2 - 10.1016/j.radonc.2014.11.044
DO - 10.1016/j.radonc.2014.11.044
M3 - Article
C2 - 25497874
AN - SCOPUS:84926202128
SN - 0167-8140
VL - 114
SP - 218
EP - 223
JO - Radiotherapy and Oncology
JF - Radiotherapy and Oncology
IS - 2
ER -