Skip to main content
Erschienen in: European Journal of Drug Metabolism and Pharmacokinetics 4/2023

15.05.2023 | Original Research Article

Clinical Pharmacokinetics of Radiopharmaceuticals from SPECT/CT Image Acquisition by Contouring in Patients with Gastroenteropancreatic Neuroendocrine Tumors: Lu-177 DOTATATE (Lutathera®) Case

verfasst von: Anissa Barakat, Lore Santoro, Myrtille Vivien, Pierre-Olivier Kotzki, Emmanuel Deshayes, Sonia Khier

Erschienen in: European Journal of Drug Metabolism and Pharmacokinetics | Ausgabe 4/2023

Einloggen, um Zugang zu erhalten

Abstract

Background and Objective

Lu-177 DOTATATE (Lutathera®) is a radiolabeled analog of somatostatin administered intravenously in patients with somatostatin receptor-positive gastroenteropancreatic neuroendocrine tumors. Biodistribution of Lu-177 DOTATATE in tumor and healthy tissues can be monitored by serial post-injection scintigraphy imaging. Patient exposure to the drug is variable with the recommended fixed dosage, and hence there is a variable response to treatment. The aim of this work was to study the pharmacokinetics of Lu-177 DOTATATE by a population modeling approach, based on single-photon emission computed tomography (SPECT)/computed tomography (CT) images used as surrogate of plasma concentrations to study the interindividual variability and finally optimize an individual dosage.

Methods

From a retrospective study, SPECT/CT images were acquired at 4 h, 24 h, 72 h, and 192 h postadministration. From these images, volumic activities were calculated in blood and bone marrow. An individual non-compartmental pharmacokinetic analysis was performed, and the mean pharmacokinetic parameters of each tissue were compared together and with reference data. Blood volumic activities were then used to perform a population pharmacokinetic analysis (NONMEM).

Results

The pharmacokinetic parameters (non-compartmental analysis) obtained from blood (clearance [CL] = 2.65 L/h, volume of distribution at steady state [Vss] = 309 L, elimination half-life [t1/2] = 86.3 h) and bone marrow (CL =1.68 L/h, Vss = 233 L, t1/2 = 98.8 h) were statistically different from each other and from reference values (CL = 4.50 L/h, Vss = 460 L, t1/2 = 71.0 h) published in the literature. SPECT/CT blood images were used as a surrogate of plasma concentrations to develop a population pharmacokinetic model. Weight was identified as covariate on volume of the central compartment, reducing the interindividual variability of all population pharmacokinetic parameters.

Conclusion

This study is a proof of concept that obtaining pharmacokinetic parameters with image-based blood concentration is possible. Obtaining observed concentrations from SPECT/CT images, without the need for blood sampling, is a real advantage for the patient and the drug monitoring. Pharmacokinetic modeling could be combined with a deep learning model for automatic contouring and allow precise patient-specific dose adjustment in a non-invasive manner.
Literatur
1.
Zurück zum Zitat Hennrich U, Kopka K. Lutathera®: The First FDA- and EMA-Approved Radiopharmaceutical for Peptide Receptor Radionuclide Therapy. Pharmaceuticals. Multidisciplinary Digital Publishing Institute; 2019;12:114. Hennrich U, Kopka K. Lutathera®: The First FDA- and EMA-Approved Radiopharmaceutical for Peptide Receptor Radionuclide Therapy. Pharmaceuticals. Multidisciplinary Digital Publishing Institute; 2019;12:114.
2.
Zurück zum Zitat Pouget J-P, Santoro L, Piron B, Paillas S, Ladjohounlou R, Pichard A, et al. From the target cell theory to a more integrated view of radiobiology in targeted radionuclide therapy: The Montpellier group’s experience. Nucl Med Biol. 2021;104–105. Pouget J-P, Santoro L, Piron B, Paillas S, Ladjohounlou R, Pichard A, et al. From the target cell theory to a more integrated view of radiobiology in targeted radionuclide therapy: The Montpellier group’s experience. Nucl Med Biol. 2021;104–105.
3.
Zurück zum Zitat Gupta SK, Singla S, Thakral P, Bal CS. Dosimetric analyses of kidneys, liver, spleen, pituitary gland, and neuroendocrine tumors of patients treated with 177Lu-DOTATATE. Clin Nucl Med. 2013;38:188–94.CrossRefPubMed Gupta SK, Singla S, Thakral P, Bal CS. Dosimetric analyses of kidneys, liver, spleen, pituitary gland, and neuroendocrine tumors of patients treated with 177Lu-DOTATATE. Clin Nucl Med. 2013;38:188–94.CrossRefPubMed
4.
Zurück zum Zitat Bodei L, Cremonesi M, Grana CM, Fazio N, Iodice S, Baio SM, et al. Peptide receptor radionuclide therapy with 177Lu-DOTATATE: the IEO phase I-II study. Eur J Nucl Med Mol Imaging. 2011;38(12):2125–35.CrossRefPubMed Bodei L, Cremonesi M, Grana CM, Fazio N, Iodice S, Baio SM, et al. Peptide receptor radionuclide therapy with 177Lu-DOTATATE: the IEO phase I-II study. Eur J Nucl Med Mol Imaging. 2011;38(12):2125–35.CrossRefPubMed
5.
Zurück zum Zitat Sabet A, Ezziddin K, Pape U-F, Ahmadzadehfar H, Mayer K, Pöppel T, et al. Long-term hematotoxicity after peptide receptor radionuclide therapy with 177Lu-octreotate. J Nucl Med. 2013;54:1857–61.CrossRefPubMed Sabet A, Ezziddin K, Pape U-F, Ahmadzadehfar H, Mayer K, Pöppel T, et al. Long-term hematotoxicity after peptide receptor radionuclide therapy with 177Lu-octreotate. J Nucl Med. 2013;54:1857–61.CrossRefPubMed
6.
Zurück zum Zitat Del Prete M, Buteau F-A, Arsenault F, Saighi N, Bouchard L-O, Beaulieu A, et al. Personalized 177Lu-octreotate peptide receptor radionuclide therapy of neuroendocrine tumours: initial results from the P-PRRT trial. Eur J Nucl Med Mol Imaging. 2019;46:728–42.CrossRefPubMed Del Prete M, Buteau F-A, Arsenault F, Saighi N, Bouchard L-O, Beaulieu A, et al. Personalized 177Lu-octreotate peptide receptor radionuclide therapy of neuroendocrine tumours: initial results from the P-PRRT trial. Eur J Nucl Med Mol Imaging. 2019;46:728–42.CrossRefPubMed
7.
Zurück zum Zitat Sundlöv A, Gleisner KS, Tennvall J, Ljungberg M, Warfvinge CF, Holgersson K, et al. Phase II trial demonstrates the efficacy and safety of individualized, dosimetry-based 177Lu-DOTATATE treatment of NET patients. Eur J Nucl Med Mol Imaging. 2022;49:3830–40.CrossRefPubMedPubMedCentral Sundlöv A, Gleisner KS, Tennvall J, Ljungberg M, Warfvinge CF, Holgersson K, et al. Phase II trial demonstrates the efficacy and safety of individualized, dosimetry-based 177Lu-DOTATATE treatment of NET patients. Eur J Nucl Med Mol Imaging. 2022;49:3830–40.CrossRefPubMedPubMedCentral
8.
Zurück zum Zitat Siebinga H, de Wit-van der Veen BJ, Stokkel MDM, Huitema ADR, Hendrikx JJMA. Current use and future potential of (physiologically based) pharmacokinetic modelling of radiopharmaceuticals: a review. Theranostics. Ivyspring International Publisher; 2022;12:7804–20. Siebinga H, de Wit-van der Veen BJ, Stokkel MDM, Huitema ADR, Hendrikx JJMA. Current use and future potential of (physiologically based) pharmacokinetic modelling of radiopharmaceuticals: a review. Theranostics. Ivyspring International Publisher; 2022;12:7804–20.
9.
Zurück zum Zitat Forrer F, Krenning EP, Kooij PP, Bernard BF, Konijnenberg M, Bakker WH, et al. Bone marrow dosimetry in peptide receptor radionuclide therapy with [177Lu-DOTA0, Tyr3]octreotate. Eur J Nucl Med Mol Imaging. 2009;36:1138–46.CrossRefPubMedPubMedCentral Forrer F, Krenning EP, Kooij PP, Bernard BF, Konijnenberg M, Bakker WH, et al. Bone marrow dosimetry in peptide receptor radionuclide therapy with [177Lu-DOTA0, Tyr3]octreotate. Eur J Nucl Med Mol Imaging. 2009;36:1138–46.CrossRefPubMedPubMedCentral
10.
Zurück zum Zitat Santoro L, Pitalot L, Trauchessec D, Mora-Ramirez E, Kotzki PO, Bardiès M, et al. Clinical implementation of PLANET® Dose for dosimetric assessment after [177Lu]Lu-DOTA-TATE: comparison with Dosimetry Toolkit® and OLINDA/EXM® V1.0. EJNMMI Res. 2021;11:1. Santoro L, Pitalot L, Trauchessec D, Mora-Ramirez E, Kotzki PO, Bardiès M, et al. Clinical implementation of PLANET® Dose for dosimetric assessment after [177Lu]Lu-DOTA-TATE: comparison with Dosimetry Toolkit® and OLINDA/EXM® V1.0. EJNMMI Res. 2021;11:1.
11.
Zurück zum Zitat Shen S, Meredith RF, Duan J, Macey DJ, Khazaeli MB, Robert F, et al. Improved prediction of myelotoxicity using a patient-specific imaging dose estimate for non-marrow-targeting (90)Y-antibody therapy. J Nucl Med. 2002;43:1245–53.PubMed Shen S, Meredith RF, Duan J, Macey DJ, Khazaeli MB, Robert F, et al. Improved prediction of myelotoxicity using a patient-specific imaging dose estimate for non-marrow-targeting (90)Y-antibody therapy. J Nucl Med. 2002;43:1245–53.PubMed
14.
Zurück zum Zitat Nolain P, Combet R, Marchionni D, Speth H, Martinez JM, Fabre D. PopkinR: a suite of Shiny applications focused on the pharmacometrics workflow. Poster presented to Population Approach Group Europe (PAGE) meeting. Switzerland, 2018. https://www.page-meeting.org/?abstract=8684. Access date: 07/04/2023. Nolain P, Combet R, Marchionni D, Speth H, Martinez JM, Fabre D. PopkinR: a suite of Shiny applications focused on the pharmacometrics workflow. Poster presented to Population Approach Group Europe (PAGE) meeting. Switzerland, 2018. https://​www.​page-meeting.​org/​?​abstract=​8684. Access date: 07/04/2023.
15.
Zurück zum Zitat Lindbom L, Pihlgren P, Jonsson N. PsN-Toolkit—a collection of computer intensive statistical methods for non-linear mixed effect modeling using NONMEM. Comput Methods Programs Biomed. 2005;79:241–57.CrossRefPubMed Lindbom L, Pihlgren P, Jonsson N. PsN-Toolkit—a collection of computer intensive statistical methods for non-linear mixed effect modeling using NONMEM. Comput Methods Programs Biomed. 2005;79:241–57.CrossRefPubMed
16.
Zurück zum Zitat Lindbom L, Ribbing J, Jonsson EN. Perl-speaks-NONMEM (PsN): a Perl module for NONMEM related programming. Comput Methods Programs Biomed. 2004;75:85–94.CrossRefPubMed Lindbom L, Ribbing J, Jonsson EN. Perl-speaks-NONMEM (PsN): a Perl module for NONMEM related programming. Comput Methods Programs Biomed. 2004;75:85–94.CrossRefPubMed
17.
Zurück zum Zitat Hagmarker L, Svensson J, Rydén T, van Essen M, Sundlöv A, Gleisner KS, et al. Bone marrow absorbed doses and correlations with hematologic response during 177Lu-DOTATATE treatments are influenced by image-based dosimetry method and presence of skeletal metastases. J Nucl Med. 2019;60:1406–13.CrossRefPubMedPubMedCentral Hagmarker L, Svensson J, Rydén T, van Essen M, Sundlöv A, Gleisner KS, et al. Bone marrow absorbed doses and correlations with hematologic response during 177Lu-DOTATATE treatments are influenced by image-based dosimetry method and presence of skeletal metastases. J Nucl Med. 2019;60:1406–13.CrossRefPubMedPubMedCentral
18.
Zurück zum Zitat Puszkiel A, Bauriaud-Mallet M, Bourgeois R, Dierickx L, Courbon F, Chatelut E. Evaluation of the interaction of amino acid infusion on 177Lu-dotatate pharmacokinetics in patients with gastroenteropancreatic neuroendocrine tumors. Clin Pharmacokinet. 2019;58:213–22.CrossRefPubMed Puszkiel A, Bauriaud-Mallet M, Bourgeois R, Dierickx L, Courbon F, Chatelut E. Evaluation of the interaction of amino acid infusion on 177Lu-dotatate pharmacokinetics in patients with gastroenteropancreatic neuroendocrine tumors. Clin Pharmacokinet. 2019;58:213–22.CrossRefPubMed
19.
Zurück zum Zitat Jiménez-Franco LD, Glatting G, Prasad V, Weber WA, Beer AJ, Kletting P. Effect of tumor perfusion and receptor density on tumor control probability in 177Lu-DOTATATE therapy: an in silico analysis for standard and optimized treatment. J Nucl Med. 2021;62:92–8.CrossRefPubMed Jiménez-Franco LD, Glatting G, Prasad V, Weber WA, Beer AJ, Kletting P. Effect of tumor perfusion and receptor density on tumor control probability in 177Lu-DOTATATE therapy: an in silico analysis for standard and optimized treatment. J Nucl Med. 2021;62:92–8.CrossRefPubMed
20.
Zurück zum Zitat Chan Kwong AH-XP, O'Jeanson A and Khier S. Model-informed therapeutic drug monitoring of meropenem in critically ill patients: improvement of the predictive ability of literature models with the PRIOR approach. Eur J Drug Metab Pharmacokinet. 2021 ;46(3):415-426. Chan Kwong AH-XP, O'Jeanson A and Khier S. Model-informed therapeutic drug monitoring of meropenem in critically ill patients: improvement of the predictive ability of literature models with the PRIOR approach. Eur J Drug Metab Pharmacokinet. 2021 ;46(3):415-426.
21.
Zurück zum Zitat Chan Kwong AH-XP, Calvier EAM, Fabre D, Gattacceca F, Khier S. Prior information for population pharmacokinetic and pharmacokinetic/pharmacodynamic analysis: overview and guidance with a focus on the NONMEM PRIOR subroutine. J Pharmacokinet Pharmacodyn. 2020;47:431–46. Chan Kwong AH-XP, Calvier EAM, Fabre D, Gattacceca F, Khier S. Prior information for population pharmacokinetic and pharmacokinetic/pharmacodynamic analysis: overview and guidance with a focus on the NONMEM PRIOR subroutine. J Pharmacokinet Pharmacodyn. 2020;47:431–46.
23.
Zurück zum Zitat Lubberink M, Wilking H, Öst A, Ilan E, Sandström M, Andersson C, et al. In vivo instability of 177 Lu-DOTATATE during peptide receptor radionuclide therapy. J Nucl Med. 2020;61(9):1337–40.CrossRefPubMedPubMedCentral Lubberink M, Wilking H, Öst A, Ilan E, Sandström M, Andersson C, et al. In vivo instability of 177 Lu-DOTATATE during peptide receptor radionuclide therapy. J Nucl Med. 2020;61(9):1337–40.CrossRefPubMedPubMedCentral
24.
Zurück zum Zitat Ljungberg M, Celler A, Konijnenberg MW, Eckerman KF, Dewaraja YK, Sjögreen-Gleisner K. MIRD Pamphlet No. 26: Joint EANM/MIRD Guidelines for Quantitative 177Lu SPECT applied for dosimetry of radiopharmaceutical therapy. J Nucl Med. 2016;57(1):151-62. Ljungberg M, Celler A, Konijnenberg MW, Eckerman KF, Dewaraja YK, Sjögreen-Gleisner K. MIRD Pamphlet No. 26: Joint EANM/MIRD Guidelines for Quantitative 177Lu SPECT applied for dosimetry of radiopharmaceutical therapy. J Nucl Med. 2016;57(1):151-62.
Metadaten
Titel
Clinical Pharmacokinetics of Radiopharmaceuticals from SPECT/CT Image Acquisition by Contouring in Patients with Gastroenteropancreatic Neuroendocrine Tumors: Lu-177 DOTATATE (Lutathera®) Case
verfasst von
Anissa Barakat
Lore Santoro
Myrtille Vivien
Pierre-Olivier Kotzki
Emmanuel Deshayes
Sonia Khier
Publikationsdatum
15.05.2023
Verlag
Springer International Publishing
Erschienen in
European Journal of Drug Metabolism and Pharmacokinetics / Ausgabe 4/2023
Print ISSN: 0378-7966
Elektronische ISSN: 2107-0180
DOI
https://doi.org/10.1007/s13318-023-00829-5

Weitere Artikel der Ausgabe 4/2023

European Journal of Drug Metabolism and Pharmacokinetics 4/2023 Zur Ausgabe