TY - JOUR
T1 - Probabilistic treatment planning for pancreatic cancer treatment
T2 - prospective incorporation of respiratory motion shows only limited dosimetric benefit
AU - Lens, Eelco
AU - Kotte, ANTJ
AU - Patel, Ajay
AU - Heerkens, Hanne D
AU - Bal, Matthieu
AU - van Tienhoven, Geertjan
AU - Bel, Arjan
AU - van der Horst, Astrid
AU - Meijer, Gert J
N1 - Publisher Copyright:
© 2016 Acta Oncologica Foundation.
PY - 2017/3
Y1 - 2017/3
N2 - BACKGROUND: We introduced a probabilistic treatment planning approach that prospectively incorporates respiratory-induced motion in the treatment plan optimization. The aim of this study was to determine the potential dosimetric benefit by comparing this approach to the use of an internal target volume (ITV).MATERIAL AND METHOD: We retrospectively compared the probabilistic respiratory motion-incorporated (RMI) approach to the ITV approach for 18 pancreatic cancer patients, for seven simulated respiratory amplitudes from 5 to 50 mm in the superior-inferior (SI) direction. For each plan, we assessed the target coverage (required: D98%≥95% of 50 Gy prescribed dose). For the RMI plans, we investigated whether target coverage was robust against daily variations in respiratory amplitude. We determined the distance between the clinical target volume and the 30 Gy isodose line (i.e. dose gradient steepness) in the SI direction. To investigate the clinical benefit of the RMI approach, we created for each patient an ITV and RMI treatment plan for the three-dimensional (3D) respiratory amplitudes observed on their pretreatment 4D computed tomography (4DCT). We determined Dmean, V30Gy, V40Gy and V50Gy for the duodenum.RESULTS: All treatment plans yielded good target coverage. The RMI plans were robust against respiratory amplitude variations up to 10 mm, as D98% remained ≥95%. We observed steeper dose gradients compared to the ITV approach, with a mean decrease from 25.9 to 19.2 mm for a motion amplitude of 50 mm. For the 4DCT motion amplitudes, the RMI approach resulted in a mean decrease of 0.43 Gy, 1.1 cm(3), 1.4 cm(3) and 0.9 cm(3) for the Dmean, V30Gy, V40Gy and V50Gy of the duodenum, respectively.CONCLUSION: The probabilistic treatment planning approach yielded significantly steeper dose gradients and therefore significantly lower dose to surrounding healthy tissues than the ITV approach. However, the observed dosimetric gain for clinically observed respiratory motion amplitudes for this patient group was limited.
AB - BACKGROUND: We introduced a probabilistic treatment planning approach that prospectively incorporates respiratory-induced motion in the treatment plan optimization. The aim of this study was to determine the potential dosimetric benefit by comparing this approach to the use of an internal target volume (ITV).MATERIAL AND METHOD: We retrospectively compared the probabilistic respiratory motion-incorporated (RMI) approach to the ITV approach for 18 pancreatic cancer patients, for seven simulated respiratory amplitudes from 5 to 50 mm in the superior-inferior (SI) direction. For each plan, we assessed the target coverage (required: D98%≥95% of 50 Gy prescribed dose). For the RMI plans, we investigated whether target coverage was robust against daily variations in respiratory amplitude. We determined the distance between the clinical target volume and the 30 Gy isodose line (i.e. dose gradient steepness) in the SI direction. To investigate the clinical benefit of the RMI approach, we created for each patient an ITV and RMI treatment plan for the three-dimensional (3D) respiratory amplitudes observed on their pretreatment 4D computed tomography (4DCT). We determined Dmean, V30Gy, V40Gy and V50Gy for the duodenum.RESULTS: All treatment plans yielded good target coverage. The RMI plans were robust against respiratory amplitude variations up to 10 mm, as D98% remained ≥95%. We observed steeper dose gradients compared to the ITV approach, with a mean decrease from 25.9 to 19.2 mm for a motion amplitude of 50 mm. For the 4DCT motion amplitudes, the RMI approach resulted in a mean decrease of 0.43 Gy, 1.1 cm(3), 1.4 cm(3) and 0.9 cm(3) for the Dmean, V30Gy, V40Gy and V50Gy of the duodenum, respectively.CONCLUSION: The probabilistic treatment planning approach yielded significantly steeper dose gradients and therefore significantly lower dose to surrounding healthy tissues than the ITV approach. However, the observed dosimetric gain for clinically observed respiratory motion amplitudes for this patient group was limited.
UR - http://www.scopus.com/inward/record.url?scp=84997481981&partnerID=8YFLogxK
U2 - 10.1080/0284186X.2016.1257863
DO - 10.1080/0284186X.2016.1257863
M3 - Article
C2 - 27885864
SN - 0284-186X
VL - 56
SP - 398
EP - 404
JO - Acta Oncologica
JF - Acta Oncologica
IS - 3
ER -