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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...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The British Institute of Radiology.
2023
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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 |
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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 |
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