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Role of textural heterogeneity parameters in patient selection for 177Lu-PSMA therapy via response prediction
PURPOSE: Prostate cancer is most common tumor in men causing significant patient mortality and morbidity. In newer diagnostic/therapeutic agents PSMA linked ones are specifically important. Analysis of textural heterogeneity parameters is associated with determination of innately aggressive and ther...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals LLC
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6161784/ https://www.ncbi.nlm.nih.gov/pubmed/30279962 http://dx.doi.org/10.18632/oncotarget.26051 |
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author | Khurshid, Zain Ahmadzadehfar, Hojjat Gaertner, Florian C. Papp, László Zsóter, Norbert Essler, Markus Bundschuh, Ralph A. |
author_facet | Khurshid, Zain Ahmadzadehfar, Hojjat Gaertner, Florian C. Papp, László Zsóter, Norbert Essler, Markus Bundschuh, Ralph A. |
author_sort | Khurshid, Zain |
collection | PubMed |
description | PURPOSE: Prostate cancer is most common tumor in men causing significant patient mortality and morbidity. In newer diagnostic/therapeutic agents PSMA linked ones are specifically important. Analysis of textural heterogeneity parameters is associated with determination of innately aggressive and therapy resistant cell lines thus emphasizing their importance in therapy planning. The objective of current study was to assess predictive ability of tumor textural heterogeneity parameters from baseline (68)Ga-PSMA PET prior to (177)Lu-PSMA therapy. RESULTS: Entropy showed a negative correlation (r(s) = −0.327, p = 0.006, AUC = 0.695) and homogeneity showed a positive correlation (r(s) = 0.315, p = 0.008, AUC = 0.683) with change in pre and post therapy PSA levels. CONCLUSIONS: Study showed potential for response prediction through baseline PET scan using textural features. It suggested that increase in heterogeneity of PSMA expression seems to be associated with an increased response to PSMA radionuclide therapy. MATERIALS AND METHODS: Retrospective analysis of 70 patients was performed. All patients had metastatic prostate cancer and were planned to undergo (177)Lu-PSMA therapy. Pre-therapeutic (68)Ga- PSMA PET scans were used for analysis. 3D volumes (VOIs) of 3 lesions each in bones and lymph nodes were manually delineated in static PET images. Five PET based textural heterogeneity parameters (COV, entropy, homogeneity, contrast, size variation) were determined. Results obtained were then compared with clinical parameters including pre and post therapy PSA, alkaline phosphate, bone specific alkaline phosphate levels and ECOG criteria. Spearman correlation was used to determine statistical dependence among variables. ROC analysis was performed to estimate the optimal cutoff value and AUC. |
format | Online Article Text |
id | pubmed-6161784 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
spelling | pubmed-61617842018-10-02 Role of textural heterogeneity parameters in patient selection for 177Lu-PSMA therapy via response prediction Khurshid, Zain Ahmadzadehfar, Hojjat Gaertner, Florian C. Papp, László Zsóter, Norbert Essler, Markus Bundschuh, Ralph A. Oncotarget Research Paper PURPOSE: Prostate cancer is most common tumor in men causing significant patient mortality and morbidity. In newer diagnostic/therapeutic agents PSMA linked ones are specifically important. Analysis of textural heterogeneity parameters is associated with determination of innately aggressive and therapy resistant cell lines thus emphasizing their importance in therapy planning. The objective of current study was to assess predictive ability of tumor textural heterogeneity parameters from baseline (68)Ga-PSMA PET prior to (177)Lu-PSMA therapy. RESULTS: Entropy showed a negative correlation (r(s) = −0.327, p = 0.006, AUC = 0.695) and homogeneity showed a positive correlation (r(s) = 0.315, p = 0.008, AUC = 0.683) with change in pre and post therapy PSA levels. CONCLUSIONS: Study showed potential for response prediction through baseline PET scan using textural features. It suggested that increase in heterogeneity of PSMA expression seems to be associated with an increased response to PSMA radionuclide therapy. MATERIALS AND METHODS: Retrospective analysis of 70 patients was performed. All patients had metastatic prostate cancer and were planned to undergo (177)Lu-PSMA therapy. Pre-therapeutic (68)Ga- PSMA PET scans were used for analysis. 3D volumes (VOIs) of 3 lesions each in bones and lymph nodes were manually delineated in static PET images. Five PET based textural heterogeneity parameters (COV, entropy, homogeneity, contrast, size variation) were determined. Results obtained were then compared with clinical parameters including pre and post therapy PSA, alkaline phosphate, bone specific alkaline phosphate levels and ECOG criteria. Spearman correlation was used to determine statistical dependence among variables. ROC analysis was performed to estimate the optimal cutoff value and AUC. Impact Journals LLC 2018-09-07 /pmc/articles/PMC6161784/ /pubmed/30279962 http://dx.doi.org/10.18632/oncotarget.26051 Text en Copyright: © 2018 Khurshid et al. http://creativecommons.org/licenses/by/3.0/ This article is distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/) (CC-BY), which permits unrestricted use and redistribution provided that the original author and source are credited. |
spellingShingle | Research Paper Khurshid, Zain Ahmadzadehfar, Hojjat Gaertner, Florian C. Papp, László Zsóter, Norbert Essler, Markus Bundschuh, Ralph A. Role of textural heterogeneity parameters in patient selection for 177Lu-PSMA therapy via response prediction |
title | Role of textural heterogeneity parameters in patient selection for 177Lu-PSMA therapy via response prediction |
title_full | Role of textural heterogeneity parameters in patient selection for 177Lu-PSMA therapy via response prediction |
title_fullStr | Role of textural heterogeneity parameters in patient selection for 177Lu-PSMA therapy via response prediction |
title_full_unstemmed | Role of textural heterogeneity parameters in patient selection for 177Lu-PSMA therapy via response prediction |
title_short | Role of textural heterogeneity parameters in patient selection for 177Lu-PSMA therapy via response prediction |
title_sort | role of textural heterogeneity parameters in patient selection for 177lu-psma therapy via response prediction |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6161784/ https://www.ncbi.nlm.nih.gov/pubmed/30279962 http://dx.doi.org/10.18632/oncotarget.26051 |
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