Skip to main content
Top
Published in:

Open Access 01-12-2023 | Radionuclide Therapy | Original research

Accuracy and uncertainty analysis of reduced time point imaging effect on time-integrated activity for 177Lu-DOTATATE PRRT in patients and clinically realistic simulations

Authors: Avery B. Peterson, David M. Mirando, Yuni K. Dewaraja

Published in: EJNMMI Research | Issue 1/2023

Login to get access

Abstract

Background

Dosimetry promises many advantages for radiopharmaceutical therapies but repeat post-therapy imaging for dosimetry can burden both patients and clinics. Recent applications of reduced time point imaging for time-integrated activity (TIA) determination for internal dosimetry following 177Lu-DOTATATE peptide receptor radionuclide therapy have shown promising results that allow for the simplification of patient-specific dosimetry. However, factors such as scheduling can lead to sub-optimal imaging time points, but the resulting impact on dosimetry accuracy is still under investigation. We use four-time point 177Lu SPECT/CT data for a cohort of patients treated at our clinic to perform a comprehensive analysis of the error and variability in time-integrated activity when reduced time point methods with various combinations of sampling points are employed.

Methods

The study includes 28 patients with gastroenteropancreatic neuroendocrine tumors who underwent post-therapy SPECT/CT imaging at approximately 4, 24, 96, and 168 h post-therapy (p.t.) following the first cycle of 177Lu-DOTATATE. The healthy liver, left/right kidney, spleen and up to 5 index tumors were delineated for each patient. Time-activity curves were fit with either monoexponential or biexponential functions for each structure, based on the Akaike information criterion. This fitting was performed using all 4 time points as a reference and various combinations of 2 and 3 time points to determine optimal imaging schedules and associated errors. 2 commonly used methods of single time point (STP) TIA estimation are also evaluated. A simulation study was also performed with data generated by sampling curve fit parameters from log-normal distributions derived from the clinical data and adding realistic measurement noise to sampled activities. For both clinical and simulation studies, error and variability in TIA estimates were estimated with various sampling schedules.

Results

The optimal post-therapy imaging time period for STP estimates of TIA was found to be 3–5 days (71–126 h) p.t. for tumor and organs, with one exception of 6–8 days (144–194 h) p.t. for spleen with one STP approach. At the optimal time point, STP estimates give mean percent errors (MPE) within ± 5% and SD < 9% across all structures with largest magnitude error for kidney TIA (MPE = − 4.1%) and highest variability also for kidney TIA (SD = 8.4%). The optimal sampling schedule for 2TP estimates of TIA is 1–2 days (21–52 h) p.t. followed by 3–5 days (71–126 h) p.t. for kidney, tumor, and spleen. Using the optimal sampling schedule, the largest magnitude MPE for 2TP estimates is 1.2% for spleen and highest variability is in tumor with SD = 5.8%. The optimal sampling schedule for 3TP estimates of TIA is 1–2 days (21–52 h) p.t. followed by 3–5 days (71–126 h) p.t. and 6–8 days (144–194 h) p.t. for all structures. Using the optimal sampling schedule, the largest magnitude MPE for 3TP estimates is 2.5% for spleen and highest variability is in tumor with SD = 2.1%. Simulated patient results corroborate these findings with similar optimal sampling schedules and errors. Many sub-optimal reduced time point sampling schedules also exhibit low error and variability.

Conclusions

We show that reduced time point methods can be used to achieve acceptable average TIA errors over a wide range of imaging time points and sampling schedules while maintaining low uncertainty. This information can improve the feasibility of dosimetry for 177Lu-DOTATATE and elucidate the uncertainty associated with non-ideal conditions.
Appendix
Available only for authorised users
Literature
1.
2.
go back to reference Strosberg JR, Caplin ME, Kunz PL, et al. 177Lu-Dotatate plus long-acting octreotide versus high‑dose long-acting octreotide in patients with midgut neuroendocrine tumours (NETTER-1): final overall survival and long-term safety results from an open-label, randomised, controlled, phase 3 trial [published correction appears in Lancet Oncol. 2022 Feb;23(2):e59]. Lancet Oncol. 2021;22(12):1752–63.CrossRefPubMed Strosberg JR, Caplin ME, Kunz PL, et al. 177Lu-Dotatate plus long-acting octreotide versus high‑dose long-acting octreotide in patients with midgut neuroendocrine tumours (NETTER-1): final overall survival and long-term safety results from an open-label, randomised, controlled, phase 3 trial [published correction appears in Lancet Oncol. 2022 Feb;23(2):e59]. Lancet Oncol. 2021;22(12):1752–63.CrossRefPubMed
3.
go back to reference Siegel JA, Thomas SR, Stubbs JB, et al. MIRD pamphlet no. 16: Techniques for quantitative radiopharmaceutical biodistribution data acquisition and analysis for use in human radiation dose estimates. J Nucl Med. 1999;40(2):37S-61S.PubMed Siegel JA, Thomas SR, Stubbs JB, et al. MIRD pamphlet no. 16: Techniques for quantitative radiopharmaceutical biodistribution data acquisition and analysis for use in human radiation dose estimates. J Nucl Med. 1999;40(2):37S-61S.PubMed
4.
go back to reference Hänscheid H, Lapa C, Buck AK, Lassmann M, Werner RA. Dose mapping after endoradiotherapy with 177Lu-DOTATATE/DOTATOC by a single measurement after 4 days. J Nucl Med. 2018;59(1):75–81.CrossRefPubMed Hänscheid H, Lapa C, Buck AK, Lassmann M, Werner RA. Dose mapping after endoradiotherapy with 177Lu-DOTATATE/DOTATOC by a single measurement after 4 days. J Nucl Med. 2018;59(1):75–81.CrossRefPubMed
5.
go back to reference Madsen MT, Menda Y, O’Dorisio TM, O’Dorisio MS. Technical Note: Single time point dose estimate for exponential clearance. Med Phys. 2018;45(5):2318–24.CrossRefPubMedPubMedCentral Madsen MT, Menda Y, O’Dorisio TM, O’Dorisio MS. Technical Note: Single time point dose estimate for exponential clearance. Med Phys. 2018;45(5):2318–24.CrossRefPubMedPubMedCentral
6.
go back to reference Sandström M, Freedman N, Fröss-Baron K, Kahn T, Sundin A. Kidney dosimetry in 777 patients during 177Lu-DOTATATE therapy: aspects on extrapolations and measurement time points. EJNMMI Phys. 2020;7(1):73.CrossRefPubMedPubMedCentral Sandström M, Freedman N, Fröss-Baron K, Kahn T, Sundin A. Kidney dosimetry in 777 patients during 177Lu-DOTATATE therapy: aspects on extrapolations and measurement time points. EJNMMI Phys. 2020;7(1):73.CrossRefPubMedPubMedCentral
8.
go back to reference Hou X, Brosch J, Uribe C, et al. Feasibility of single-time-point dosimetry for radiopharmaceutical therapies. J Nucl Med. 2021;62(7):1006–11.CrossRefPubMed Hou X, Brosch J, Uribe C, et al. Feasibility of single-time-point dosimetry for radiopharmaceutical therapies. J Nucl Med. 2021;62(7):1006–11.CrossRefPubMed
9.
go back to reference Sundlöv A, Gustafsson J, Brolin G, et al. Feasibility of simplifying renal dosimetry in 177Lu peptide receptor radionuclide therapy. EJNMMI Phys. 2018;5(1):12.CrossRefPubMedPubMedCentral Sundlöv A, Gustafsson J, Brolin G, et al. Feasibility of simplifying renal dosimetry in 177Lu peptide receptor radionuclide therapy. EJNMMI Phys. 2018;5(1):12.CrossRefPubMedPubMedCentral
11.
12.
go back to reference Guerriero F, Ferrari ME, Botta F, et al. Kidney dosimetry in 177Lu and 90Y peptide receptor radionuclide therapy: influence of image timing, time-activity integration method, and risk factors. Biomed Res Int. 2013;2013: 935351.CrossRefPubMedPubMedCentral Guerriero F, Ferrari ME, Botta F, et al. Kidney dosimetry in 177Lu and 90Y peptide receptor radionuclide therapy: influence of image timing, time-activity integration method, and risk factors. Biomed Res Int. 2013;2013: 935351.CrossRefPubMedPubMedCentral
13.
go back to reference Larsson M, Bernhardt P, Svensson JB, Wängberg B, Ahlman H, Forssell-Aronsson E. Estimation of absorbed dose to the kidneys in patients after treatment with 177Lu-octreotate: comparison between methods based on planar scintigraphy. EJNMMI Res. 2012;2(1):49.CrossRefPubMedPubMedCentral Larsson M, Bernhardt P, Svensson JB, Wängberg B, Ahlman H, Forssell-Aronsson E. Estimation of absorbed dose to the kidneys in patients after treatment with 177Lu-octreotate: comparison between methods based on planar scintigraphy. EJNMMI Res. 2012;2(1):49.CrossRefPubMedPubMedCentral
14.
go back to reference Zhao W, Esquinas PL, Frezza A, Hou X, Beauregard JM, Celler A. Accuracy of kidney dosimetry performed using simplified time activity curve modelling methods: a 177Lu-DOTATATE patient study. Phys Med Biol. 2019;64(17):175006.CrossRefPubMed Zhao W, Esquinas PL, Frezza A, Hou X, Beauregard JM, Celler A. Accuracy of kidney dosimetry performed using simplified time activity curve modelling methods: a 177Lu-DOTATATE patient study. Phys Med Biol. 2019;64(17):175006.CrossRefPubMed
15.
go back to reference Delker A, Ilhan H, Zach C, et al. The influence of early measurements onto the estimated kidney dose in [(177)Lu][DOTA(0), Tyr(3)]octreotate peptide receptor radiotherapy of neuroendocrine tumors. Mol Imaging Biol. 2015;17(5):726–34.CrossRefPubMed Delker A, Ilhan H, Zach C, et al. The influence of early measurements onto the estimated kidney dose in [(177)Lu][DOTA(0), Tyr(3)]octreotate peptide receptor radiotherapy of neuroendocrine tumors. Mol Imaging Biol. 2015;17(5):726–34.CrossRefPubMed
16.
17.
go back to reference Rinscheid A, Lee J, Kletting P, Beer AJ, Glatting G. A simulation-based method to determine optimal sampling schedules for dosimetry in radioligand therapy. Z Med Phys. 2019;29(4):314–25.CrossRefPubMed Rinscheid A, Lee J, Kletting P, Beer AJ, Glatting G. A simulation-based method to determine optimal sampling schedules for dosimetry in radioligand therapy. Z Med Phys. 2019;29(4):314–25.CrossRefPubMed
18.
go back to reference Rinscheid A, Kletting P, Eiber M, Beer AJ, Glatting G. Technical note: optimal sampling schedules for kidney dosimetry based on the hybrid planar/SPECT method in 177 Lu-PSMA therapy. Med Phys. 2019;46(12):5861–6.CrossRefPubMed Rinscheid A, Kletting P, Eiber M, Beer AJ, Glatting G. Technical note: optimal sampling schedules for kidney dosimetry based on the hybrid planar/SPECT method in 177 Lu-PSMA therapy. Med Phys. 2019;46(12):5861–6.CrossRefPubMed
19.
go back to reference Merrill S, Horowitz J, Traino AC, Chipkin SR, Hollot CV, Chait Y. Accuracy and optimal timing of activity measurements in estimating the absorbed dose of radioiodine in the treatment of Graves’ disease. Phys Med Biol. 2011;56(3):557–71.CrossRefPubMed Merrill S, Horowitz J, Traino AC, Chipkin SR, Hollot CV, Chait Y. Accuracy and optimal timing of activity measurements in estimating the absorbed dose of radioiodine in the treatment of Graves’ disease. Phys Med Biol. 2011;56(3):557–71.CrossRefPubMed
21.
go back to reference Dewaraja YK, Mirando DM, Peterson AB, et al. A pipeline for automated voxel dosimetry: application in patients with multi-SPECT/CT imaging after 177Lu-peptide receptor radionuclide therapy. J Nucl Med. 2022;63(11):1665–72.PubMedPubMedCentral Dewaraja YK, Mirando DM, Peterson AB, et al. A pipeline for automated voxel dosimetry: application in patients with multi-SPECT/CT imaging after 177Lu-peptide receptor radionuclide therapy. J Nucl Med. 2022;63(11):1665–72.PubMedPubMedCentral
22.
go back to reference Sarrut D, Halty A, Badel JN, Ferrer L, Bardiès M. Voxel-based multimodel fitting method for modeling time activity curves in SPECT images. Med Phys. 2017;44(12):6280–8.CrossRefPubMed Sarrut D, Halty A, Badel JN, Ferrer L, Bardiès M. Voxel-based multimodel fitting method for modeling time activity curves in SPECT images. Med Phys. 2017;44(12):6280–8.CrossRefPubMed
23.
go back to reference Schipper MJ, Koral KF, Avram AM, Kaminski MS, Dewaraja YK. Prediction of therapy tumor-absorbed dose estimates in I-131 radioimmunotherapy using tracer data via a mixed-model fit to time activity. Cancer Biother Radiopharm. 2012;27(7):403–11.PubMedPubMedCentral Schipper MJ, Koral KF, Avram AM, Kaminski MS, Dewaraja YK. Prediction of therapy tumor-absorbed dose estimates in I-131 radioimmunotherapy using tracer data via a mixed-model fit to time activity. Cancer Biother Radiopharm. 2012;27(7):403–11.PubMedPubMedCentral
25.
go back to reference Peterson AB, Wilderman SJ, Wong KK, Frey KA, Dewaraja YK. Monte Carlo bone marrow dosimetry in radioligand therapy using patient-specific marrow and lesion localization from quantitative 99mTc-sulfur colloid and 177Lu-PSMA-617 SPECT/CT. J Nucl Med. 2023;TBD [Abstract] Peterson AB, Wilderman SJ, Wong KK, Frey KA, Dewaraja YK. Monte Carlo bone marrow dosimetry in radioligand therapy using patient-specific marrow and lesion localization from quantitative 99mTc-sulfur colloid and 177Lu-PSMA-617 SPECT/CT. J Nucl Med. 2023;TBD [Abstract]
26.
go back to reference Brolin G, Gustafsson J, Ljungberg M, Gleisner KS. Pharmacokinetic digital phantoms for accuracy assessment of image-based dosimetry in (177)Lu-DOTATATE peptide receptor radionuclide therapy. Phys Med Biol. 2015;60(15):6131–49.CrossRefPubMed Brolin G, Gustafsson J, Ljungberg M, Gleisner KS. Pharmacokinetic digital phantoms for accuracy assessment of image-based dosimetry in (177)Lu-DOTATATE peptide receptor radionuclide therapy. Phys Med Biol. 2015;60(15):6131–49.CrossRefPubMed
27.
go back to reference Devasia TP, Dewaraja YK, Frey KA, Wong KK, Schipper MJ. A novel time-activity information-sharing approach using nonlinear mixed models for patient-specific dosimetry with reduced imaging time points: application in SPECT/CT after 177Lu-DOTATATE. J Nucl Med. 2021;62(8):1118–25.CrossRefPubMedPubMedCentral Devasia TP, Dewaraja YK, Frey KA, Wong KK, Schipper MJ. A novel time-activity information-sharing approach using nonlinear mixed models for patient-specific dosimetry with reduced imaging time points: application in SPECT/CT after 177Lu-DOTATATE. J Nucl Med. 2021;62(8):1118–25.CrossRefPubMedPubMedCentral
28.
go back to reference Hardiansyah D, Riana A, Beer AJ, Glatting G. Single-time-point estimation of absorbed doses in PRRT using a non-linear mixed-effects model [published online ahead of print, 2022 Aug 9]. Z Med Phys. 2022;S0939–3889(22)00068-X. Hardiansyah D, Riana A, Beer AJ, Glatting G. Single-time-point estimation of absorbed doses in PRRT using a non-linear mixed-effects model [published online ahead of print, 2022 Aug 9]. Z Med Phys. 2022;S0939–3889(22)00068-X.
29.
go back to reference Jackson PA, Hofman MS, Hicks RJ, Scalzo M, Violet J. Radiation dosimetry in 177Lu-PSMA-617 therapy using a single posttreatment SPECT/CT scan: a novel methodology to generate time- and tissue-specific dose factors. J Nucl Med. 2020;61(7):1030–6.CrossRefPubMedPubMedCentral Jackson PA, Hofman MS, Hicks RJ, Scalzo M, Violet J. Radiation dosimetry in 177Lu-PSMA-617 therapy using a single posttreatment SPECT/CT scan: a novel methodology to generate time- and tissue-specific dose factors. J Nucl Med. 2020;61(7):1030–6.CrossRefPubMedPubMedCentral
Metadata
Title
Accuracy and uncertainty analysis of reduced time point imaging effect on time-integrated activity for 177Lu-DOTATATE PRRT in patients and clinically realistic simulations
Authors
Avery B. Peterson
David M. Mirando
Yuni K. Dewaraja
Publication date
01-12-2023
Publisher
Springer Berlin Heidelberg
Published in
EJNMMI Research / Issue 1/2023
Electronic ISSN: 2191-219X
DOI
https://doi.org/10.1186/s13550-023-01007-z

Other articles of this Issue 1/2023

EJNMMI Research 1/2023 Go to the issue