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Diffusion-weighted magnetic resonance imaging using a preclinical 1 T PET/MRI in healthy and tumor-bearing rats
BACKGROUND: Hybrid positron emission tomography and magnetic resonance imaging (PET/MRI) scanners are increasingly used for both clinical and preclinical imaging. Especially functional MRI sequences such as diffusion-weighted imaging (DWI) are of great interest as they provide information on a molec...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6386759/ https://www.ncbi.nlm.nih.gov/pubmed/30796555 http://dx.doi.org/10.1186/s13550-019-0489-6 |
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author | Albrecht, Jakob Polenz, Dietrich Kühl, Anja A. Rogasch, Julian M. M. Leder, Annekatrin Sauer, Igor M. Babos, Magor Mócsai, Gabor Beindorff, Nicola Steffen, Ingo G. Brenner, Winfried Koziolek, Eva J. |
author_facet | Albrecht, Jakob Polenz, Dietrich Kühl, Anja A. Rogasch, Julian M. M. Leder, Annekatrin Sauer, Igor M. Babos, Magor Mócsai, Gabor Beindorff, Nicola Steffen, Ingo G. Brenner, Winfried Koziolek, Eva J. |
author_sort | Albrecht, Jakob |
collection | PubMed |
description | BACKGROUND: Hybrid positron emission tomography and magnetic resonance imaging (PET/MRI) scanners are increasingly used for both clinical and preclinical imaging. Especially functional MRI sequences such as diffusion-weighted imaging (DWI) are of great interest as they provide information on a molecular level, thus, can be used as surrogate biomarkers. Due to technical restrictions, MR sequences need to be adapted for each system to perform reliable imaging. There is, to our knowledge, no suitable DWI protocol for 1 Tesla PET/MRI scanners. We aimed to establish such DWI protocol with focus on the choice of b values, suitable for longitudinal monitoring of tumor characteristics in a rat liver tumor model. MATERIAL AND METHODS: DWI was first performed in 18 healthy rat livers using the scanner-dependent maximum of 4 b values (0, 100, 200, 300 s/mm(2)). Apparent diffusion coefficients (ADC) were calculated from different b value combinations and compared to the reference measurement with four b values. T2-weighted MRI and optimized DWI with best agreement between accuracy, scanning time, and system performance stability were used to monitor orthotopic hepatocellular carcinomas (HCC) in five rats of which three underwent additional 2-deoxy-2-((18)F)fluoro-d-glucose(FDG)-PET imaging. ADCs were calculated for the tumor and the surrounding liver parenchyma and verified by histopathological analysis. RESULTS: Compared to the reference measurements, the combination b = 0, 200, 300 s/mm(2) showed the highest correlation coefficient (r(s) = 0.92) and agreement while reducing the acquisition time. However, measurements with less than four b values yielded significantly higher ADCs (p < 0.001). When monitoring the HCC, an expected drop of the ADC was observed over time. These findings were paralleled by FDG-PET showing both an increase in tumor size and uptake heterogeneity. Interestingly, surrounding liver parenchyma also showed a change in ADC values revealing varying levels of inflammation by immunohistochemistry. CONCLUSION: We established a respiratory-gated DWI protocol for a preclinical 1 T PET/MRI scanner allowing to monitor growth-related changes in ADC values of orthotopic HCC liver tumors. By monitoring the changes in tumor ADCs over time, different cellular stages were described. However, each study needs to adapt the protocol further according to their question to generate best possible results. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13550-019-0489-6) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6386759 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-63867592019-03-12 Diffusion-weighted magnetic resonance imaging using a preclinical 1 T PET/MRI in healthy and tumor-bearing rats Albrecht, Jakob Polenz, Dietrich Kühl, Anja A. Rogasch, Julian M. M. Leder, Annekatrin Sauer, Igor M. Babos, Magor Mócsai, Gabor Beindorff, Nicola Steffen, Ingo G. Brenner, Winfried Koziolek, Eva J. EJNMMI Res Original Research BACKGROUND: Hybrid positron emission tomography and magnetic resonance imaging (PET/MRI) scanners are increasingly used for both clinical and preclinical imaging. Especially functional MRI sequences such as diffusion-weighted imaging (DWI) are of great interest as they provide information on a molecular level, thus, can be used as surrogate biomarkers. Due to technical restrictions, MR sequences need to be adapted for each system to perform reliable imaging. There is, to our knowledge, no suitable DWI protocol for 1 Tesla PET/MRI scanners. We aimed to establish such DWI protocol with focus on the choice of b values, suitable for longitudinal monitoring of tumor characteristics in a rat liver tumor model. MATERIAL AND METHODS: DWI was first performed in 18 healthy rat livers using the scanner-dependent maximum of 4 b values (0, 100, 200, 300 s/mm(2)). Apparent diffusion coefficients (ADC) were calculated from different b value combinations and compared to the reference measurement with four b values. T2-weighted MRI and optimized DWI with best agreement between accuracy, scanning time, and system performance stability were used to monitor orthotopic hepatocellular carcinomas (HCC) in five rats of which three underwent additional 2-deoxy-2-((18)F)fluoro-d-glucose(FDG)-PET imaging. ADCs were calculated for the tumor and the surrounding liver parenchyma and verified by histopathological analysis. RESULTS: Compared to the reference measurements, the combination b = 0, 200, 300 s/mm(2) showed the highest correlation coefficient (r(s) = 0.92) and agreement while reducing the acquisition time. However, measurements with less than four b values yielded significantly higher ADCs (p < 0.001). When monitoring the HCC, an expected drop of the ADC was observed over time. These findings were paralleled by FDG-PET showing both an increase in tumor size and uptake heterogeneity. Interestingly, surrounding liver parenchyma also showed a change in ADC values revealing varying levels of inflammation by immunohistochemistry. CONCLUSION: We established a respiratory-gated DWI protocol for a preclinical 1 T PET/MRI scanner allowing to monitor growth-related changes in ADC values of orthotopic HCC liver tumors. By monitoring the changes in tumor ADCs over time, different cellular stages were described. However, each study needs to adapt the protocol further according to their question to generate best possible results. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13550-019-0489-6) contains supplementary material, which is available to authorized users. Springer Berlin Heidelberg 2019-02-22 /pmc/articles/PMC6386759/ /pubmed/30796555 http://dx.doi.org/10.1186/s13550-019-0489-6 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | Original Research Albrecht, Jakob Polenz, Dietrich Kühl, Anja A. Rogasch, Julian M. M. Leder, Annekatrin Sauer, Igor M. Babos, Magor Mócsai, Gabor Beindorff, Nicola Steffen, Ingo G. Brenner, Winfried Koziolek, Eva J. Diffusion-weighted magnetic resonance imaging using a preclinical 1 T PET/MRI in healthy and tumor-bearing rats |
title | Diffusion-weighted magnetic resonance imaging using a preclinical 1 T PET/MRI in healthy and tumor-bearing rats |
title_full | Diffusion-weighted magnetic resonance imaging using a preclinical 1 T PET/MRI in healthy and tumor-bearing rats |
title_fullStr | Diffusion-weighted magnetic resonance imaging using a preclinical 1 T PET/MRI in healthy and tumor-bearing rats |
title_full_unstemmed | Diffusion-weighted magnetic resonance imaging using a preclinical 1 T PET/MRI in healthy and tumor-bearing rats |
title_short | Diffusion-weighted magnetic resonance imaging using a preclinical 1 T PET/MRI in healthy and tumor-bearing rats |
title_sort | diffusion-weighted magnetic resonance imaging using a preclinical 1 t pet/mri in healthy and tumor-bearing rats |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6386759/ https://www.ncbi.nlm.nih.gov/pubmed/30796555 http://dx.doi.org/10.1186/s13550-019-0489-6 |
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