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Voxel-Based Analysis of the Relation of 3′-Deoxy-3′-[(18)F]fluorothymidine ([(18)F]FLT) PET and Diffusion-Weighted (DW) MR Signals in Subcutaneous Tumor Xenografts Does Not Reveal a Direct Spatial Relation of These Two Parameters

PURPOSE: Multimodal molecular imaging allows a direct coregistration of different images, facilitating analysis of the spatial relation of various imaging parameters. Here, we further explored the relation of proliferation, as measured by [(18)F]FLT PET, and water diffusion, as an indicator of cellu...

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Autores principales: Schelhaas, Sonja, Frohwein, Lynn Johann, Wachsmuth, Lydia, Hermann, Sven, Faber, Cornelius, Schäfers, Klaus P., Jacobs, Andreas H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9085704/
https://www.ncbi.nlm.nih.gov/pubmed/34755247
http://dx.doi.org/10.1007/s11307-021-01673-2
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author Schelhaas, Sonja
Frohwein, Lynn Johann
Wachsmuth, Lydia
Hermann, Sven
Faber, Cornelius
Schäfers, Klaus P.
Jacobs, Andreas H.
author_facet Schelhaas, Sonja
Frohwein, Lynn Johann
Wachsmuth, Lydia
Hermann, Sven
Faber, Cornelius
Schäfers, Klaus P.
Jacobs, Andreas H.
author_sort Schelhaas, Sonja
collection PubMed
description PURPOSE: Multimodal molecular imaging allows a direct coregistration of different images, facilitating analysis of the spatial relation of various imaging parameters. Here, we further explored the relation of proliferation, as measured by [(18)F]FLT PET, and water diffusion, as an indicator of cellular density and cell death, as measured by diffusion-weighted (DW) MRI, in preclinical tumor models. We expected these parameters to be negatively related, as highly proliferative tissue should have a higher density of cells, hampering free water diffusion. PROCEDURES: Nude mice subcutaneously inoculated with either lung cancer cells (n = 11 A549 tumors, n = 20 H1975 tumors) or colorectal cancer cells (n = 13 Colo205 tumors) were imaged with [(18)F]FLT PET and DW-MRI using a multimodal bed, which was transferred from one instrument to the other within the same imaging session. Fiducial markers allowed coregistration of the images. An automatic post-processing was developed in MATLAB handling the spatial registration of DW-MRI (measured as apparent diffusion coefficient, ADC) and [(18)F]FLT image data and subsequent voxel-wise analysis of regions of interest (ROIs) in the tumor. RESULTS: Analyses were conducted on a total of 76 datasets, comprising a median of 2890 data points (ranging from 81 to 13,597). Scatterplots showing [(18)F]FLT vs. ADC values displayed various grades of relations (Pearson correlation coefficient (PCC) varied from − 0.58 to 0.49, median: -0.07). When relating PCC to tumor volume (median: 46 mm(3), range: 3 mm(3) to 584 mm(3)), lung tumors tended to have a more pronounced negative spatial relation of [(18)F]FLT and ADC with increasing tumor size. However, due to the low number of large tumors (> ~ 200 mm(3)), this conclusion has to be treated with caution. CONCLUSIONS: A spatial relation of water diffusion, as measured by DW-MRI, and cellular proliferation, as measured by [(18)F]FLT PET, cannot be detected in the experimental datasets investigated in this study. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11307-021-01673-2.
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spelling pubmed-90857042022-05-11 Voxel-Based Analysis of the Relation of 3′-Deoxy-3′-[(18)F]fluorothymidine ([(18)F]FLT) PET and Diffusion-Weighted (DW) MR Signals in Subcutaneous Tumor Xenografts Does Not Reveal a Direct Spatial Relation of These Two Parameters Schelhaas, Sonja Frohwein, Lynn Johann Wachsmuth, Lydia Hermann, Sven Faber, Cornelius Schäfers, Klaus P. Jacobs, Andreas H. Mol Imaging Biol Brief Article PURPOSE: Multimodal molecular imaging allows a direct coregistration of different images, facilitating analysis of the spatial relation of various imaging parameters. Here, we further explored the relation of proliferation, as measured by [(18)F]FLT PET, and water diffusion, as an indicator of cellular density and cell death, as measured by diffusion-weighted (DW) MRI, in preclinical tumor models. We expected these parameters to be negatively related, as highly proliferative tissue should have a higher density of cells, hampering free water diffusion. PROCEDURES: Nude mice subcutaneously inoculated with either lung cancer cells (n = 11 A549 tumors, n = 20 H1975 tumors) or colorectal cancer cells (n = 13 Colo205 tumors) were imaged with [(18)F]FLT PET and DW-MRI using a multimodal bed, which was transferred from one instrument to the other within the same imaging session. Fiducial markers allowed coregistration of the images. An automatic post-processing was developed in MATLAB handling the spatial registration of DW-MRI (measured as apparent diffusion coefficient, ADC) and [(18)F]FLT image data and subsequent voxel-wise analysis of regions of interest (ROIs) in the tumor. RESULTS: Analyses were conducted on a total of 76 datasets, comprising a median of 2890 data points (ranging from 81 to 13,597). Scatterplots showing [(18)F]FLT vs. ADC values displayed various grades of relations (Pearson correlation coefficient (PCC) varied from − 0.58 to 0.49, median: -0.07). When relating PCC to tumor volume (median: 46 mm(3), range: 3 mm(3) to 584 mm(3)), lung tumors tended to have a more pronounced negative spatial relation of [(18)F]FLT and ADC with increasing tumor size. However, due to the low number of large tumors (> ~ 200 mm(3)), this conclusion has to be treated with caution. CONCLUSIONS: A spatial relation of water diffusion, as measured by DW-MRI, and cellular proliferation, as measured by [(18)F]FLT PET, cannot be detected in the experimental datasets investigated in this study. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11307-021-01673-2. Springer International Publishing 2021-11-09 2022 /pmc/articles/PMC9085704/ /pubmed/34755247 http://dx.doi.org/10.1007/s11307-021-01673-2 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/) .
spellingShingle Brief Article
Schelhaas, Sonja
Frohwein, Lynn Johann
Wachsmuth, Lydia
Hermann, Sven
Faber, Cornelius
Schäfers, Klaus P.
Jacobs, Andreas H.
Voxel-Based Analysis of the Relation of 3′-Deoxy-3′-[(18)F]fluorothymidine ([(18)F]FLT) PET and Diffusion-Weighted (DW) MR Signals in Subcutaneous Tumor Xenografts Does Not Reveal a Direct Spatial Relation of These Two Parameters
title Voxel-Based Analysis of the Relation of 3′-Deoxy-3′-[(18)F]fluorothymidine ([(18)F]FLT) PET and Diffusion-Weighted (DW) MR Signals in Subcutaneous Tumor Xenografts Does Not Reveal a Direct Spatial Relation of These Two Parameters
title_full Voxel-Based Analysis of the Relation of 3′-Deoxy-3′-[(18)F]fluorothymidine ([(18)F]FLT) PET and Diffusion-Weighted (DW) MR Signals in Subcutaneous Tumor Xenografts Does Not Reveal a Direct Spatial Relation of These Two Parameters
title_fullStr Voxel-Based Analysis of the Relation of 3′-Deoxy-3′-[(18)F]fluorothymidine ([(18)F]FLT) PET and Diffusion-Weighted (DW) MR Signals in Subcutaneous Tumor Xenografts Does Not Reveal a Direct Spatial Relation of These Two Parameters
title_full_unstemmed Voxel-Based Analysis of the Relation of 3′-Deoxy-3′-[(18)F]fluorothymidine ([(18)F]FLT) PET and Diffusion-Weighted (DW) MR Signals in Subcutaneous Tumor Xenografts Does Not Reveal a Direct Spatial Relation of These Two Parameters
title_short Voxel-Based Analysis of the Relation of 3′-Deoxy-3′-[(18)F]fluorothymidine ([(18)F]FLT) PET and Diffusion-Weighted (DW) MR Signals in Subcutaneous Tumor Xenografts Does Not Reveal a Direct Spatial Relation of These Two Parameters
title_sort voxel-based analysis of the relation of 3′-deoxy-3′-[(18)f]fluorothymidine ([(18)f]flt) pet and diffusion-weighted (dw) mr signals in subcutaneous tumor xenografts does not reveal a direct spatial relation of these two parameters
topic Brief Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9085704/
https://www.ncbi.nlm.nih.gov/pubmed/34755247
http://dx.doi.org/10.1007/s11307-021-01673-2
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