TY - JOUR
T1 - Dependence of treatment planning accuracy in peptide receptor radionuclide therapy on the sampling schedule
AU - Maaß, Christian
AU - Sachs, Jan Philipp
AU - Hardiansyah, Deni
AU - Mottaghy, Felix M.
AU - Kletting, Peter
AU - Glatting, Gerhard
N1 - Funding Information:
The authors also acknowledge the financial support of the Deutsche Forschungsgemeinschaft and Ruprechts-Karls-Universität Heidelberg within the funding programme Open Access Publishing.
Funding Information:
The authors gratefully acknowledge grants by the Bundesministerium für Bildung und Forschung (Federal Ministry of Education and Research (BMBF)) and Bundesamt für Strahlenschutz (Federal Office for Radiation Protection (BfS) 3608S04001) for the establishment of the endowed professorship Medizinische Strahlenphysik/Strahlenschutz (Medical Radiation Physics/Radiation Protection). We would also like to gratefully thank the German Research Foundation (DFG) for the support (BE 4393/1-1, GL 236/11-1, and KL 2742/2-1), the MITIGATE project, which received funding from the European Union’s Seventh Framework Programme for research, technological development and demonstration under grant agreement no. 602306 and “Direktorat Jenderal Pendidikan Tinggi” (Directorate General of Higher Education (DIKTI) of Ministry for Research, Technology and Higher Education, Republic Indonesia Grant Number: 2644/E4.4/K/2013).
Publisher Copyright:
© 2016, Maaß et al.
PY - 2016/12/1
Y1 - 2016/12/1
N2 - Background: Peptide receptor radionuclide therapy (PRRT) plays an important role in the treatment of neuroendocrine tumors (NET). Pre-therapeutic dosimetry using the area under the measured time-activity curve (AUC) is important. The sampling schedule for this dosimetry determines the accuracy and reliability of the obtained AUC. The aim of this study was to investigate the effect of reduced number of measurement points (i.e., gamma camera image acquisition or serum measurements) on treatment planning accuracy in PRRT using 111In-labeled-diethylenetriaminopentaacetic acid-octreotide (DTPAOC; Octreoscan™). Methods: Pre-therapeutic biokinetic data of 15 NET patients were investigated using a recently developed physiologically based pharmacokinetic (PBPK) model. Two parameter sets were determined (standard or iterative approach) and used for calculation of time-integrated activity coefficients (TIACs) for the tumor, kidneys, liver, spleen, serum, and whole body. TIACs obtained using the full data sets were used as reference. To evaluate the effect of sampling on individual treatment planning, reduced sampling schedules were generated omitting either 1, 2, 3, or 4 organ and serum measurements or all serum measurements for each patient. Relative deviations (RDs) between these and reference TIACs were calculated and used as criterion for treatment planning accuracy. An RD < 0.1 was considered acceptable. Results: When omitting serum measurements, TIAC accuracy remained acceptable (RD < 0.1) for the standard approach. The kidney TIACs could be estimated for both approaches with acceptable RDs using two time points (t = 4 h; 2 d); tumor RDs were <0.3. The iterative approach reduced the range of RD, but did not further reduce the number of needed measurement points (i.e., to achieve an RD <0.1). For both approaches RDs for liver, spleen and whole body were larger than 0.1. However, in the clinical setting these RDs are less relevant as liver and spleen are not organs at risk due to the low absorbed doses. Conclusions: When using a priori information of a PBPK model structure combined with Bayesian information about PBPK model parameter distribution, the administered activity could be determined with acceptable accuracy using only two time points (4 h, 2 d) and thus allow a considerable reduction of needed data for individual dosimetry.
AB - Background: Peptide receptor radionuclide therapy (PRRT) plays an important role in the treatment of neuroendocrine tumors (NET). Pre-therapeutic dosimetry using the area under the measured time-activity curve (AUC) is important. The sampling schedule for this dosimetry determines the accuracy and reliability of the obtained AUC. The aim of this study was to investigate the effect of reduced number of measurement points (i.e., gamma camera image acquisition or serum measurements) on treatment planning accuracy in PRRT using 111In-labeled-diethylenetriaminopentaacetic acid-octreotide (DTPAOC; Octreoscan™). Methods: Pre-therapeutic biokinetic data of 15 NET patients were investigated using a recently developed physiologically based pharmacokinetic (PBPK) model. Two parameter sets were determined (standard or iterative approach) and used for calculation of time-integrated activity coefficients (TIACs) for the tumor, kidneys, liver, spleen, serum, and whole body. TIACs obtained using the full data sets were used as reference. To evaluate the effect of sampling on individual treatment planning, reduced sampling schedules were generated omitting either 1, 2, 3, or 4 organ and serum measurements or all serum measurements for each patient. Relative deviations (RDs) between these and reference TIACs were calculated and used as criterion for treatment planning accuracy. An RD < 0.1 was considered acceptable. Results: When omitting serum measurements, TIAC accuracy remained acceptable (RD < 0.1) for the standard approach. The kidney TIACs could be estimated for both approaches with acceptable RDs using two time points (t = 4 h; 2 d); tumor RDs were <0.3. The iterative approach reduced the range of RD, but did not further reduce the number of needed measurement points (i.e., to achieve an RD <0.1). For both approaches RDs for liver, spleen and whole body were larger than 0.1. However, in the clinical setting these RDs are less relevant as liver and spleen are not organs at risk due to the low absorbed doses. Conclusions: When using a priori information of a PBPK model structure combined with Bayesian information about PBPK model parameter distribution, the administered activity could be determined with acceptable accuracy using only two time points (4 h, 2 d) and thus allow a considerable reduction of needed data for individual dosimetry.
KW - Neuroendocrine tumor (NET)
KW - Optimal sampling schedule
KW - Peptide receptor radionuclide therapy (PRRT)
KW - Physiologically based pharmacokinetic (PBPK) modeling
KW - Time-integrated activity coefficient (TIAC)
UR - http://www.scopus.com/inward/record.url?scp=84961724963&partnerID=8YFLogxK
U2 - 10.1186/s13550-016-0185-8
DO - 10.1186/s13550-016-0185-8
M3 - Article
AN - SCOPUS:84961724963
SN - 2191-219X
VL - 6
JO - EJNMMI Research
JF - EJNMMI Research
IS - 1
M1 - 30
ER -