Cargando…

Prospective inter- and intra-tracer repeatability analysis of radiomics features in [(68)Ga]Ga-PSMA-11 and [(18)F]F-PSMA-1007 PET scans in metastatic prostate cancer

OBJECTIVE: This study aimed to quantify both the intra- and intertracer repeatability of lesion-level radiomics features in [(68)Ga]Ga-prostate-specific membrane antigen (PSMA)-11 and [(18)F]F-PSMA-1007 positron emission tomography (PET) scans. METHODS: Eighteen patients with metastatic prostate can...

Descripción completa

Detalles Bibliográficos
Autores principales: Kendrick, Jake, Francis, Roslyn J., Hassan, Ghulam Mubashar, Rowshanfarzad, Pejman, Ong, Jeremy S.L., Jeraj, Robert, Barry, Nathaniel, Hagan, Tammy, Ebert, Martin A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The British Institute of Radiology. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10646662/
https://www.ncbi.nlm.nih.gov/pubmed/37751168
http://dx.doi.org/10.1259/bjr.20221178
_version_ 1785134934696919040
author Kendrick, Jake
Francis, Roslyn J.
Hassan, Ghulam Mubashar
Rowshanfarzad, Pejman
Ong, Jeremy S.L.
Jeraj, Robert
Barry, Nathaniel
Hagan, Tammy
Ebert, Martin A.
author_facet Kendrick, Jake
Francis, Roslyn J.
Hassan, Ghulam Mubashar
Rowshanfarzad, Pejman
Ong, Jeremy S.L.
Jeraj, Robert
Barry, Nathaniel
Hagan, Tammy
Ebert, Martin A.
author_sort Kendrick, Jake
collection PubMed
description OBJECTIVE: This study aimed to quantify both the intra- and intertracer repeatability of lesion-level radiomics features in [(68)Ga]Ga-prostate-specific membrane antigen (PSMA)-11 and [(18)F]F-PSMA-1007 positron emission tomography (PET) scans. METHODS: Eighteen patients with metastatic prostate cancer (mPCa) were prospectively recruited for the study and randomised to one of three test–retest groups: (i) intratracer [(68)Ga]Ga-PSMA-11 PET, (ii) intratracer [(18)F]F-PSMA-1007 PET or (iii) intertracer between [(68)Ga]Ga-PSMA-11 and [(18)F]F-PSMA-1007 PET. Four conventional PET metrics (standardised uptake value (SUV)(max), SUV(mean), SUV(total) and volume) and 107 radiomics features were extracted from 75 lesions and assessed using the repeatability coefficient (RC) and the ICC. Radiomic feature repeatability was also quantified after the application of 16 filters to the PET image. RESULTS: Test–retest scans were taken a median of 5 days apart (range: 2–7 days). SUV(mean) demonstrated the lowest RC limits of the conventional features, with RCs of 7.9%, 14.2% and 24.7% for the [(68)Ga]Ga-PSMA-11 PET, [(18)F]F-PSMA-1007 PET, and intertracer groups, respectively. 69%, 66% and 9% of all radiomics features had good or excellent ICC values (ICC ≥ 0.75) for the same groups. Feature repeatability therefore diminished considerably for the intertracer group relative to intratracer groups. CONCLUSION: In this study, robust biomarkers for each tracer group that can be used in subsequent clinical studies were identified. Overall, the repeatability of conventional and radiomic features were found to be substantially lower for the intertracer group relative to both intratracer groups, suggesting that assessing patient response quantitatively should be done using the same radiotracer where possible. ADVANCES IN KNOWLEDGE: Intertracer biomarker repeatability limits are significantly larger than intratracer limits.
format Online
Article
Text
id pubmed-10646662
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher The British Institute of Radiology.
record_format MEDLINE/PubMed
spelling pubmed-106466622023-10-24 Prospective inter- and intra-tracer repeatability analysis of radiomics features in [(68)Ga]Ga-PSMA-11 and [(18)F]F-PSMA-1007 PET scans in metastatic prostate cancer Kendrick, Jake Francis, Roslyn J. Hassan, Ghulam Mubashar Rowshanfarzad, Pejman Ong, Jeremy S.L. Jeraj, Robert Barry, Nathaniel Hagan, Tammy Ebert, Martin A. Br J Radiol Full Paper OBJECTIVE: This study aimed to quantify both the intra- and intertracer repeatability of lesion-level radiomics features in [(68)Ga]Ga-prostate-specific membrane antigen (PSMA)-11 and [(18)F]F-PSMA-1007 positron emission tomography (PET) scans. METHODS: Eighteen patients with metastatic prostate cancer (mPCa) were prospectively recruited for the study and randomised to one of three test–retest groups: (i) intratracer [(68)Ga]Ga-PSMA-11 PET, (ii) intratracer [(18)F]F-PSMA-1007 PET or (iii) intertracer between [(68)Ga]Ga-PSMA-11 and [(18)F]F-PSMA-1007 PET. Four conventional PET metrics (standardised uptake value (SUV)(max), SUV(mean), SUV(total) and volume) and 107 radiomics features were extracted from 75 lesions and assessed using the repeatability coefficient (RC) and the ICC. Radiomic feature repeatability was also quantified after the application of 16 filters to the PET image. RESULTS: Test–retest scans were taken a median of 5 days apart (range: 2–7 days). SUV(mean) demonstrated the lowest RC limits of the conventional features, with RCs of 7.9%, 14.2% and 24.7% for the [(68)Ga]Ga-PSMA-11 PET, [(18)F]F-PSMA-1007 PET, and intertracer groups, respectively. 69%, 66% and 9% of all radiomics features had good or excellent ICC values (ICC ≥ 0.75) for the same groups. Feature repeatability therefore diminished considerably for the intertracer group relative to intratracer groups. CONCLUSION: In this study, robust biomarkers for each tracer group that can be used in subsequent clinical studies were identified. Overall, the repeatability of conventional and radiomic features were found to be substantially lower for the intertracer group relative to both intratracer groups, suggesting that assessing patient response quantitatively should be done using the same radiotracer where possible. ADVANCES IN KNOWLEDGE: Intertracer biomarker repeatability limits are significantly larger than intratracer limits. The British Institute of Radiology. 2023-11 2023-10-24 /pmc/articles/PMC10646662/ /pubmed/37751168 http://dx.doi.org/10.1259/bjr.20221178 Text en © 2023 The Authors. Published by the British Institute of Radiology https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution 4.0 Unported License http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution and reproduction in any medium, provided the original author and source are credited.
spellingShingle Full Paper
Kendrick, Jake
Francis, Roslyn J.
Hassan, Ghulam Mubashar
Rowshanfarzad, Pejman
Ong, Jeremy S.L.
Jeraj, Robert
Barry, Nathaniel
Hagan, Tammy
Ebert, Martin A.
Prospective inter- and intra-tracer repeatability analysis of radiomics features in [(68)Ga]Ga-PSMA-11 and [(18)F]F-PSMA-1007 PET scans in metastatic prostate cancer
title Prospective inter- and intra-tracer repeatability analysis of radiomics features in [(68)Ga]Ga-PSMA-11 and [(18)F]F-PSMA-1007 PET scans in metastatic prostate cancer
title_full Prospective inter- and intra-tracer repeatability analysis of radiomics features in [(68)Ga]Ga-PSMA-11 and [(18)F]F-PSMA-1007 PET scans in metastatic prostate cancer
title_fullStr Prospective inter- and intra-tracer repeatability analysis of radiomics features in [(68)Ga]Ga-PSMA-11 and [(18)F]F-PSMA-1007 PET scans in metastatic prostate cancer
title_full_unstemmed Prospective inter- and intra-tracer repeatability analysis of radiomics features in [(68)Ga]Ga-PSMA-11 and [(18)F]F-PSMA-1007 PET scans in metastatic prostate cancer
title_short Prospective inter- and intra-tracer repeatability analysis of radiomics features in [(68)Ga]Ga-PSMA-11 and [(18)F]F-PSMA-1007 PET scans in metastatic prostate cancer
title_sort prospective inter- and intra-tracer repeatability analysis of radiomics features in [(68)ga]ga-psma-11 and [(18)f]f-psma-1007 pet scans in metastatic prostate cancer
topic Full Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10646662/
https://www.ncbi.nlm.nih.gov/pubmed/37751168
http://dx.doi.org/10.1259/bjr.20221178
work_keys_str_mv AT kendrickjake prospectiveinterandintratracerrepeatabilityanalysisofradiomicsfeaturesin68gagapsma11and18ffpsma1007petscansinmetastaticprostatecancer
AT francisroslynj prospectiveinterandintratracerrepeatabilityanalysisofradiomicsfeaturesin68gagapsma11and18ffpsma1007petscansinmetastaticprostatecancer
AT hassanghulammubashar prospectiveinterandintratracerrepeatabilityanalysisofradiomicsfeaturesin68gagapsma11and18ffpsma1007petscansinmetastaticprostatecancer
AT rowshanfarzadpejman prospectiveinterandintratracerrepeatabilityanalysisofradiomicsfeaturesin68gagapsma11and18ffpsma1007petscansinmetastaticprostatecancer
AT ongjeremysl prospectiveinterandintratracerrepeatabilityanalysisofradiomicsfeaturesin68gagapsma11and18ffpsma1007petscansinmetastaticprostatecancer
AT jerajrobert prospectiveinterandintratracerrepeatabilityanalysisofradiomicsfeaturesin68gagapsma11and18ffpsma1007petscansinmetastaticprostatecancer
AT barrynathaniel prospectiveinterandintratracerrepeatabilityanalysisofradiomicsfeaturesin68gagapsma11and18ffpsma1007petscansinmetastaticprostatecancer
AT hagantammy prospectiveinterandintratracerrepeatabilityanalysisofradiomicsfeaturesin68gagapsma11and18ffpsma1007petscansinmetastaticprostatecancer
AT ebertmartina prospectiveinterandintratracerrepeatabilityanalysisofradiomicsfeaturesin68gagapsma11and18ffpsma1007petscansinmetastaticprostatecancer