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Feasibility and utility of MRI and dynamic (18)F-FDG-PET in an orthotopic organoid-based patient-derived mouse model of endometrial cancer
BACKGROUND: Pelvic magnetic resonance imaging (MRI) and whole-body positron emission tomography-computed tomography (PET-CT) play an important role at primary diagnostic work-up and in detecting recurrent disease in endometrial cancer (EC) patients, however the preclinical use of these imaging metho...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8474962/ https://www.ncbi.nlm.nih.gov/pubmed/34565386 http://dx.doi.org/10.1186/s12967-021-03086-9 |
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author | Espedal, Heidi Berg, Hege F. Fonnes, Tina Fasmer, Kristine E. Krakstad, Camilla Haldorsen, Ingfrid S. |
author_facet | Espedal, Heidi Berg, Hege F. Fonnes, Tina Fasmer, Kristine E. Krakstad, Camilla Haldorsen, Ingfrid S. |
author_sort | Espedal, Heidi |
collection | PubMed |
description | BACKGROUND: Pelvic magnetic resonance imaging (MRI) and whole-body positron emission tomography-computed tomography (PET-CT) play an important role at primary diagnostic work-up and in detecting recurrent disease in endometrial cancer (EC) patients, however the preclinical use of these imaging methods is currently limited. We demonstrate the feasibility and utility of MRI and dynamic (18)F-fluorodeoxyglucose (FDG)-PET imaging for monitoring tumor progression and assessing chemotherapy response in an orthotopic organoid-based patient-derived xenograft (O-PDX) mouse model of EC. METHODS: 18 O-PDX mice (grade 3 endometrioid EC, stage IIIC1), selectively underwent weekly T2-weighted MRI (total scans = 32), diffusion-weighted MRI (DWI) (total scans = 9) and dynamic (18)F-FDG-PET (total scans = 26) during tumor progression. MRI tumor volumes (vMRI), tumor apparent diffusion coefficient values (ADC(mean)) and metabolic tumor parameters from (18)F-FDG-PET including maximum and mean standard uptake values (SUV(max)/SUV(mean)), metabolic tumor volume (MTV), total lesion glycolysis (TLG) and metabolic rate of (18)F-FDG (MR(FDG)) were calculated. Further, nine mice were included in a chemotherapy treatment study (treatment; n = 5, controls; n = 4) and tumor ADC(mean)-values were compared to changes in vMRI and cellular density from histology at endpoint. A Mann–Whitney test was used to evaluate differences between groups. RESULTS: Tumors with large tumor volumes (vMRI) had higher metabolic activity (MTV and TLG) in a clear linear relationship (r(2) = 0.92 and 0.89, respectively). Non-invasive calculation of MR(FDG) from dynamic (18)F-FDG-PET (mean MR(FDG) = 0.39 μmol/min) was feasible using an image-derived input function. Treated mice had higher tumor ADC(mean) (p = 0.03), lower vMRI (p = 0.03) and tumor cellular density (p = 0.02) than non-treated mice, all indicating treatment response. CONCLUSION: Preclinical imaging mirroring clinical imaging methods in EC is highly feasible for monitoring tumor progression and treatment response in the present orthotopic organoid mouse model. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12967-021-03086-9. |
format | Online Article Text |
id | pubmed-8474962 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-84749622021-09-28 Feasibility and utility of MRI and dynamic (18)F-FDG-PET in an orthotopic organoid-based patient-derived mouse model of endometrial cancer Espedal, Heidi Berg, Hege F. Fonnes, Tina Fasmer, Kristine E. Krakstad, Camilla Haldorsen, Ingfrid S. J Transl Med Research BACKGROUND: Pelvic magnetic resonance imaging (MRI) and whole-body positron emission tomography-computed tomography (PET-CT) play an important role at primary diagnostic work-up and in detecting recurrent disease in endometrial cancer (EC) patients, however the preclinical use of these imaging methods is currently limited. We demonstrate the feasibility and utility of MRI and dynamic (18)F-fluorodeoxyglucose (FDG)-PET imaging for monitoring tumor progression and assessing chemotherapy response in an orthotopic organoid-based patient-derived xenograft (O-PDX) mouse model of EC. METHODS: 18 O-PDX mice (grade 3 endometrioid EC, stage IIIC1), selectively underwent weekly T2-weighted MRI (total scans = 32), diffusion-weighted MRI (DWI) (total scans = 9) and dynamic (18)F-FDG-PET (total scans = 26) during tumor progression. MRI tumor volumes (vMRI), tumor apparent diffusion coefficient values (ADC(mean)) and metabolic tumor parameters from (18)F-FDG-PET including maximum and mean standard uptake values (SUV(max)/SUV(mean)), metabolic tumor volume (MTV), total lesion glycolysis (TLG) and metabolic rate of (18)F-FDG (MR(FDG)) were calculated. Further, nine mice were included in a chemotherapy treatment study (treatment; n = 5, controls; n = 4) and tumor ADC(mean)-values were compared to changes in vMRI and cellular density from histology at endpoint. A Mann–Whitney test was used to evaluate differences between groups. RESULTS: Tumors with large tumor volumes (vMRI) had higher metabolic activity (MTV and TLG) in a clear linear relationship (r(2) = 0.92 and 0.89, respectively). Non-invasive calculation of MR(FDG) from dynamic (18)F-FDG-PET (mean MR(FDG) = 0.39 μmol/min) was feasible using an image-derived input function. Treated mice had higher tumor ADC(mean) (p = 0.03), lower vMRI (p = 0.03) and tumor cellular density (p = 0.02) than non-treated mice, all indicating treatment response. CONCLUSION: Preclinical imaging mirroring clinical imaging methods in EC is highly feasible for monitoring tumor progression and treatment response in the present orthotopic organoid mouse model. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12967-021-03086-9. BioMed Central 2021-09-26 /pmc/articles/PMC8474962/ /pubmed/34565386 http://dx.doi.org/10.1186/s12967-021-03086-9 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Espedal, Heidi Berg, Hege F. Fonnes, Tina Fasmer, Kristine E. Krakstad, Camilla Haldorsen, Ingfrid S. Feasibility and utility of MRI and dynamic (18)F-FDG-PET in an orthotopic organoid-based patient-derived mouse model of endometrial cancer |
title | Feasibility and utility of MRI and dynamic (18)F-FDG-PET in an orthotopic organoid-based patient-derived mouse model of endometrial cancer |
title_full | Feasibility and utility of MRI and dynamic (18)F-FDG-PET in an orthotopic organoid-based patient-derived mouse model of endometrial cancer |
title_fullStr | Feasibility and utility of MRI and dynamic (18)F-FDG-PET in an orthotopic organoid-based patient-derived mouse model of endometrial cancer |
title_full_unstemmed | Feasibility and utility of MRI and dynamic (18)F-FDG-PET in an orthotopic organoid-based patient-derived mouse model of endometrial cancer |
title_short | Feasibility and utility of MRI and dynamic (18)F-FDG-PET in an orthotopic organoid-based patient-derived mouse model of endometrial cancer |
title_sort | feasibility and utility of mri and dynamic (18)f-fdg-pet in an orthotopic organoid-based patient-derived mouse model of endometrial cancer |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8474962/ https://www.ncbi.nlm.nih.gov/pubmed/34565386 http://dx.doi.org/10.1186/s12967-021-03086-9 |
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