Cargando…

Radiomics Analysis for (177)Lu-DOTAGA-(l-y)fk(Sub-KuE) Targeted Radioligand Therapy Dosimetry in Metastatic Prostate Cancer—A Model Based on Clinical Example

(177)Lu-DOTAGA-(l-y)fk(Sub-KuE) a.k.a. (177)Lu-PSMA I&T is currently used for radioligand therapy (RLT) of metastatic castration-resistant prostate cancer (mCRPC) in several centers in Europe. Background: Dosimetry is mandatory according to EU guidelines, although routine methods for dosimetry,...

Descripción completa

Detalles Bibliográficos
Autores principales: Kelk, Eve, Ruuge, Priit, Rohtla, Kristi, Poksi, Anne, Kairemo, Kalevi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7926837/
https://www.ncbi.nlm.nih.gov/pubmed/33671761
http://dx.doi.org/10.3390/life11020170
_version_ 1783659553958658048
author Kelk, Eve
Ruuge, Priit
Rohtla, Kristi
Poksi, Anne
Kairemo, Kalevi
author_facet Kelk, Eve
Ruuge, Priit
Rohtla, Kristi
Poksi, Anne
Kairemo, Kalevi
author_sort Kelk, Eve
collection PubMed
description (177)Lu-DOTAGA-(l-y)fk(Sub-KuE) a.k.a. (177)Lu-PSMA I&T is currently used for radioligand therapy (RLT) of metastatic castration-resistant prostate cancer (mCRPC) in several centers in Europe. Background: Dosimetry is mandatory according to EU guidelines, although routine methods for dosimetry, i.e., absorbed radiation dose calculations for radiopharmaceuticals, are missing. Methods: We created a model of dosimetric analysis utilizing voxel-based dosimetry and intra-lesion radiomics to assess their practicality in routine dosimetry. Results: As an example for the model, our patient with mCRPC had excellent therapy response; quantitatively more than 97% of the metastatic tumor burden in local and distant lymph nodes and skeleton was destroyed by four cycles of RLT. The absorbed radiation doses in metastases decreased towards later cycles of RLT. Besides the change of prostate-specific membrane antigen (PSMA) concentration and absorbed doses in the tumor, further response to RLT could be predicted from biomarker changes, such as LDH and PSA. Conclusions: Individual dosimetry is needed to understand large variations in tumor doses and mixed responses; for that purpose, routine tools should be developed. The Dosimetry Research Tool (DRT) fluently performed automated organ delineation and absorbed radiation dose calculations in normal organs, and the results in our patient were in good concordance with the published studies on (177)Lu-PSMA dosimetry. At the same time, we experienced considerable challenges in voxel-based dosimetry of tumor lesions. Measurements of (177)Lu-PSMA activity concentrations instead of absorbed radiation dose calculations could make routine dosimetry more flexible. The first cycle of RLT seems to have quantitatively the biggest impact on the therapy effect. Radiomics analyses could probably aid in the treatment optimization, but it should be tested in large patient populations.
format Online
Article
Text
id pubmed-7926837
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-79268372021-03-04 Radiomics Analysis for (177)Lu-DOTAGA-(l-y)fk(Sub-KuE) Targeted Radioligand Therapy Dosimetry in Metastatic Prostate Cancer—A Model Based on Clinical Example Kelk, Eve Ruuge, Priit Rohtla, Kristi Poksi, Anne Kairemo, Kalevi Life (Basel) Article (177)Lu-DOTAGA-(l-y)fk(Sub-KuE) a.k.a. (177)Lu-PSMA I&T is currently used for radioligand therapy (RLT) of metastatic castration-resistant prostate cancer (mCRPC) in several centers in Europe. Background: Dosimetry is mandatory according to EU guidelines, although routine methods for dosimetry, i.e., absorbed radiation dose calculations for radiopharmaceuticals, are missing. Methods: We created a model of dosimetric analysis utilizing voxel-based dosimetry and intra-lesion radiomics to assess their practicality in routine dosimetry. Results: As an example for the model, our patient with mCRPC had excellent therapy response; quantitatively more than 97% of the metastatic tumor burden in local and distant lymph nodes and skeleton was destroyed by four cycles of RLT. The absorbed radiation doses in metastases decreased towards later cycles of RLT. Besides the change of prostate-specific membrane antigen (PSMA) concentration and absorbed doses in the tumor, further response to RLT could be predicted from biomarker changes, such as LDH and PSA. Conclusions: Individual dosimetry is needed to understand large variations in tumor doses and mixed responses; for that purpose, routine tools should be developed. The Dosimetry Research Tool (DRT) fluently performed automated organ delineation and absorbed radiation dose calculations in normal organs, and the results in our patient were in good concordance with the published studies on (177)Lu-PSMA dosimetry. At the same time, we experienced considerable challenges in voxel-based dosimetry of tumor lesions. Measurements of (177)Lu-PSMA activity concentrations instead of absorbed radiation dose calculations could make routine dosimetry more flexible. The first cycle of RLT seems to have quantitatively the biggest impact on the therapy effect. Radiomics analyses could probably aid in the treatment optimization, but it should be tested in large patient populations. MDPI 2021-02-22 /pmc/articles/PMC7926837/ /pubmed/33671761 http://dx.doi.org/10.3390/life11020170 Text en © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Kelk, Eve
Ruuge, Priit
Rohtla, Kristi
Poksi, Anne
Kairemo, Kalevi
Radiomics Analysis for (177)Lu-DOTAGA-(l-y)fk(Sub-KuE) Targeted Radioligand Therapy Dosimetry in Metastatic Prostate Cancer—A Model Based on Clinical Example
title Radiomics Analysis for (177)Lu-DOTAGA-(l-y)fk(Sub-KuE) Targeted Radioligand Therapy Dosimetry in Metastatic Prostate Cancer—A Model Based on Clinical Example
title_full Radiomics Analysis for (177)Lu-DOTAGA-(l-y)fk(Sub-KuE) Targeted Radioligand Therapy Dosimetry in Metastatic Prostate Cancer—A Model Based on Clinical Example
title_fullStr Radiomics Analysis for (177)Lu-DOTAGA-(l-y)fk(Sub-KuE) Targeted Radioligand Therapy Dosimetry in Metastatic Prostate Cancer—A Model Based on Clinical Example
title_full_unstemmed Radiomics Analysis for (177)Lu-DOTAGA-(l-y)fk(Sub-KuE) Targeted Radioligand Therapy Dosimetry in Metastatic Prostate Cancer—A Model Based on Clinical Example
title_short Radiomics Analysis for (177)Lu-DOTAGA-(l-y)fk(Sub-KuE) Targeted Radioligand Therapy Dosimetry in Metastatic Prostate Cancer—A Model Based on Clinical Example
title_sort radiomics analysis for (177)lu-dotaga-(l-y)fk(sub-kue) targeted radioligand therapy dosimetry in metastatic prostate cancer—a model based on clinical example
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7926837/
https://www.ncbi.nlm.nih.gov/pubmed/33671761
http://dx.doi.org/10.3390/life11020170
work_keys_str_mv AT kelkeve radiomicsanalysisfor177ludotagalyfksubkuetargetedradioligandtherapydosimetryinmetastaticprostatecanceramodelbasedonclinicalexample
AT ruugepriit radiomicsanalysisfor177ludotagalyfksubkuetargetedradioligandtherapydosimetryinmetastaticprostatecanceramodelbasedonclinicalexample
AT rohtlakristi radiomicsanalysisfor177ludotagalyfksubkuetargetedradioligandtherapydosimetryinmetastaticprostatecanceramodelbasedonclinicalexample
AT poksianne radiomicsanalysisfor177ludotagalyfksubkuetargetedradioligandtherapydosimetryinmetastaticprostatecanceramodelbasedonclinicalexample
AT kairemokalevi radiomicsanalysisfor177ludotagalyfksubkuetargetedradioligandtherapydosimetryinmetastaticprostatecanceramodelbasedonclinicalexample