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Identification of Potential MR-Derived Biomarkers for Tumor Tissue Response to (177)Lu-Octreotate Therapy in an Animal Model of Small Intestine Neuroendocrine Tumor
Magnetic resonance (MR) methods enable noninvasive, regional tumor therapy response assessment, but associations between MR parameters, underlying biology, and therapeutic effects must be investigated. The aim of this study was to investigate response assessment efficacy and biological associations...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Neoplasia Press
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5772005/ https://www.ncbi.nlm.nih.gov/pubmed/29331677 http://dx.doi.org/10.1016/j.tranon.2017.12.003 |
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author | Montelius, Mikael Spetz, Johan Jalnefjord, Oscar Berger, Evelin Nilsson, Ola Ljungberg, Maria Forssell-Aronsson, Eva |
author_facet | Montelius, Mikael Spetz, Johan Jalnefjord, Oscar Berger, Evelin Nilsson, Ola Ljungberg, Maria Forssell-Aronsson, Eva |
author_sort | Montelius, Mikael |
collection | PubMed |
description | Magnetic resonance (MR) methods enable noninvasive, regional tumor therapy response assessment, but associations between MR parameters, underlying biology, and therapeutic effects must be investigated. The aim of this study was to investigate response assessment efficacy and biological associations of MR parameters in a neuroendocrine tumor (NET) model subjected to radionuclide treatment. Twenty-one mice with NETs received (177)Lu-octreotate at day 0. MR experiments (day −1, 1, 3, 8, and 13) included T2-weighted, dynamic contrast-enhanced (DCE) and diffusion-weighted imaging (DWI) and relaxation measurements (T1/T2*). Tumor tissue was analyzed using proteomics. MR-derived parameters were evaluated for each examination day and for different radial distances from the tumor center. Response assessment efficacy and biological associations were evaluated using feature selection and protein expression correlations, respectively. Reduced tumor growth rate or shrinkage was observed until day 8, followed by reestablished growth in most tumors. The most important MR parameter for response prediction was DCE-MRI–derived pretreatment signal enhancement ratio (SER) at 40% to 60% radial distance, where it correlated significantly also with centrally sampled protein CCD89 (association: DNA damage and repair, proliferation, cell cycle arrest). The second most important was changed diffusion (D) between day −1 and day 3, at 60% to 80% radial distance, where it correlated significantly also with peripherally sampled protein CATA (association: oxidative stress, proliferation, cell cycle arrest, apoptotic cell death). Important information regarding tumor biology in response to radionuclide therapy is reflected in several MR parameters, SER and D in particular. The spatial and temporal information provided by MR methods increases the sensitivity for tumor therapy response. |
format | Online Article Text |
id | pubmed-5772005 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Neoplasia Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-57720052018-01-22 Identification of Potential MR-Derived Biomarkers for Tumor Tissue Response to (177)Lu-Octreotate Therapy in an Animal Model of Small Intestine Neuroendocrine Tumor Montelius, Mikael Spetz, Johan Jalnefjord, Oscar Berger, Evelin Nilsson, Ola Ljungberg, Maria Forssell-Aronsson, Eva Transl Oncol Original article Magnetic resonance (MR) methods enable noninvasive, regional tumor therapy response assessment, but associations between MR parameters, underlying biology, and therapeutic effects must be investigated. The aim of this study was to investigate response assessment efficacy and biological associations of MR parameters in a neuroendocrine tumor (NET) model subjected to radionuclide treatment. Twenty-one mice with NETs received (177)Lu-octreotate at day 0. MR experiments (day −1, 1, 3, 8, and 13) included T2-weighted, dynamic contrast-enhanced (DCE) and diffusion-weighted imaging (DWI) and relaxation measurements (T1/T2*). Tumor tissue was analyzed using proteomics. MR-derived parameters were evaluated for each examination day and for different radial distances from the tumor center. Response assessment efficacy and biological associations were evaluated using feature selection and protein expression correlations, respectively. Reduced tumor growth rate or shrinkage was observed until day 8, followed by reestablished growth in most tumors. The most important MR parameter for response prediction was DCE-MRI–derived pretreatment signal enhancement ratio (SER) at 40% to 60% radial distance, where it correlated significantly also with centrally sampled protein CCD89 (association: DNA damage and repair, proliferation, cell cycle arrest). The second most important was changed diffusion (D) between day −1 and day 3, at 60% to 80% radial distance, where it correlated significantly also with peripherally sampled protein CATA (association: oxidative stress, proliferation, cell cycle arrest, apoptotic cell death). Important information regarding tumor biology in response to radionuclide therapy is reflected in several MR parameters, SER and D in particular. The spatial and temporal information provided by MR methods increases the sensitivity for tumor therapy response. Neoplasia Press 2018-01-11 /pmc/articles/PMC5772005/ /pubmed/29331677 http://dx.doi.org/10.1016/j.tranon.2017.12.003 Text en © 2017 Oncoinvent AS http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Original article Montelius, Mikael Spetz, Johan Jalnefjord, Oscar Berger, Evelin Nilsson, Ola Ljungberg, Maria Forssell-Aronsson, Eva Identification of Potential MR-Derived Biomarkers for Tumor Tissue Response to (177)Lu-Octreotate Therapy in an Animal Model of Small Intestine Neuroendocrine Tumor |
title | Identification of Potential MR-Derived Biomarkers for Tumor Tissue Response to (177)Lu-Octreotate Therapy in an Animal Model of Small Intestine Neuroendocrine Tumor |
title_full | Identification of Potential MR-Derived Biomarkers for Tumor Tissue Response to (177)Lu-Octreotate Therapy in an Animal Model of Small Intestine Neuroendocrine Tumor |
title_fullStr | Identification of Potential MR-Derived Biomarkers for Tumor Tissue Response to (177)Lu-Octreotate Therapy in an Animal Model of Small Intestine Neuroendocrine Tumor |
title_full_unstemmed | Identification of Potential MR-Derived Biomarkers for Tumor Tissue Response to (177)Lu-Octreotate Therapy in an Animal Model of Small Intestine Neuroendocrine Tumor |
title_short | Identification of Potential MR-Derived Biomarkers for Tumor Tissue Response to (177)Lu-Octreotate Therapy in an Animal Model of Small Intestine Neuroendocrine Tumor |
title_sort | identification of potential mr-derived biomarkers for tumor tissue response to (177)lu-octreotate therapy in an animal model of small intestine neuroendocrine tumor |
topic | Original article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5772005/ https://www.ncbi.nlm.nih.gov/pubmed/29331677 http://dx.doi.org/10.1016/j.tranon.2017.12.003 |
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