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Survival prediction in patients undergoing radionuclide therapy based on intratumoral somatostatin-receptor heterogeneity
The NETTER-1 trial demonstrated significantly improved progression-free survival (PFS) for peptide receptor radionuclide therapy (PRRT) in neuroendocrine tumors (NET) emphasizing the high demand for response prediction in appropriate candidates. In this multicenter study, we aimed to elucidate the p...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals LLC
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5351689/ https://www.ncbi.nlm.nih.gov/pubmed/27705948 http://dx.doi.org/10.18632/oncotarget.12402 |
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author | Werner, Rudolf A. Lapa, Constantin Ilhan, Harun Higuchi, Takahiro Buck, Andreas K. Lehner, Sebastian Bartenstein, Peter Bengel, Frank Schatka, Imke Muegge, Dirk O. Papp, László Zsótér, Norbert Große-Ophoff, Tobias Essler, Markus Bundschuh, Ralph A. |
author_facet | Werner, Rudolf A. Lapa, Constantin Ilhan, Harun Higuchi, Takahiro Buck, Andreas K. Lehner, Sebastian Bartenstein, Peter Bengel, Frank Schatka, Imke Muegge, Dirk O. Papp, László Zsótér, Norbert Große-Ophoff, Tobias Essler, Markus Bundschuh, Ralph A. |
author_sort | Werner, Rudolf A. |
collection | PubMed |
description | The NETTER-1 trial demonstrated significantly improved progression-free survival (PFS) for peptide receptor radionuclide therapy (PRRT) in neuroendocrine tumors (NET) emphasizing the high demand for response prediction in appropriate candidates. In this multicenter study, we aimed to elucidate the prognostic value of tumor heterogeneity as assessed by somatostatin receptor (SSTR)-PET/CT. 141 patients with SSTR-expressing tumors were analyzed obtaining SSTR-PET/CT before PRRT (1-6 cycles, (177)Lu somatostatin analog). Using the Interview Fusion Workstation (Mediso), a total of 872 metastases were manually segmented. Conventional PET parameters as well as textural features representing intratumoral heterogeneity were computed. The prognostic ability for PFS and overall survival (OS) were examined. After performing Cox regression, independent parameters were determined by ROC analysis to obtain cut-off values to be used for Kaplan-Meier analysis. Within follow-up (median, 43.1 months), 75 patients showed disease progression (median, 22.2 m) and 54 patients died (median, 27.6 m). Cox analysis identified 8 statistically independent heterogeneity parameters for time-to-progression and time-to-death. Among them, the textural feature Entropy predicted both PFS and OS. Conventional PET parameters failed in response prediction. Imaging-based heterogeneity assessment provides prognostic information in PRRT candidates and outperformed conventional PET parameters. Its implementation in clinical practice can pave the way for individualized patient management. |
format | Online Article Text |
id | pubmed-5351689 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
spelling | pubmed-53516892017-04-13 Survival prediction in patients undergoing radionuclide therapy based on intratumoral somatostatin-receptor heterogeneity Werner, Rudolf A. Lapa, Constantin Ilhan, Harun Higuchi, Takahiro Buck, Andreas K. Lehner, Sebastian Bartenstein, Peter Bengel, Frank Schatka, Imke Muegge, Dirk O. Papp, László Zsótér, Norbert Große-Ophoff, Tobias Essler, Markus Bundschuh, Ralph A. Oncotarget Clinical Research Paper The NETTER-1 trial demonstrated significantly improved progression-free survival (PFS) for peptide receptor radionuclide therapy (PRRT) in neuroendocrine tumors (NET) emphasizing the high demand for response prediction in appropriate candidates. In this multicenter study, we aimed to elucidate the prognostic value of tumor heterogeneity as assessed by somatostatin receptor (SSTR)-PET/CT. 141 patients with SSTR-expressing tumors were analyzed obtaining SSTR-PET/CT before PRRT (1-6 cycles, (177)Lu somatostatin analog). Using the Interview Fusion Workstation (Mediso), a total of 872 metastases were manually segmented. Conventional PET parameters as well as textural features representing intratumoral heterogeneity were computed. The prognostic ability for PFS and overall survival (OS) were examined. After performing Cox regression, independent parameters were determined by ROC analysis to obtain cut-off values to be used for Kaplan-Meier analysis. Within follow-up (median, 43.1 months), 75 patients showed disease progression (median, 22.2 m) and 54 patients died (median, 27.6 m). Cox analysis identified 8 statistically independent heterogeneity parameters for time-to-progression and time-to-death. Among them, the textural feature Entropy predicted both PFS and OS. Conventional PET parameters failed in response prediction. Imaging-based heterogeneity assessment provides prognostic information in PRRT candidates and outperformed conventional PET parameters. Its implementation in clinical practice can pave the way for individualized patient management. Impact Journals LLC 2016-10-02 /pmc/articles/PMC5351689/ /pubmed/27705948 http://dx.doi.org/10.18632/oncotarget.12402 Text en Copyright: © 2017 Werner et al. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Clinical Research Paper Werner, Rudolf A. Lapa, Constantin Ilhan, Harun Higuchi, Takahiro Buck, Andreas K. Lehner, Sebastian Bartenstein, Peter Bengel, Frank Schatka, Imke Muegge, Dirk O. Papp, László Zsótér, Norbert Große-Ophoff, Tobias Essler, Markus Bundschuh, Ralph A. Survival prediction in patients undergoing radionuclide therapy based on intratumoral somatostatin-receptor heterogeneity |
title | Survival prediction in patients undergoing radionuclide therapy based on intratumoral somatostatin-receptor heterogeneity |
title_full | Survival prediction in patients undergoing radionuclide therapy based on intratumoral somatostatin-receptor heterogeneity |
title_fullStr | Survival prediction in patients undergoing radionuclide therapy based on intratumoral somatostatin-receptor heterogeneity |
title_full_unstemmed | Survival prediction in patients undergoing radionuclide therapy based on intratumoral somatostatin-receptor heterogeneity |
title_short | Survival prediction in patients undergoing radionuclide therapy based on intratumoral somatostatin-receptor heterogeneity |
title_sort | survival prediction in patients undergoing radionuclide therapy based on intratumoral somatostatin-receptor heterogeneity |
topic | Clinical Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5351689/ https://www.ncbi.nlm.nih.gov/pubmed/27705948 http://dx.doi.org/10.18632/oncotarget.12402 |
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