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Impact of tissue kinetic heterogeneity on PET quantification: case study with the L-[1-(11)C]leucine PET method for cerebral protein synthesis rates

Functional quantification with PET is generally based on modeling that assumes tissue regions are kinetically homogeneous. Even in regions sufficiently small to approach homogeneity, spillover due to resolution limitations of PET scanners may introduce heterogeneous kinetics into measured data. Here...

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Autores principales: Veronese, Mattia, Bertoldo, Alessandra, Tomasi, Giampaolo, Smith, Carolyn Beebe, Schmidt, Kathleen C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5772379/
https://www.ncbi.nlm.nih.gov/pubmed/29343731
http://dx.doi.org/10.1038/s41598-017-18890-x
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author Veronese, Mattia
Bertoldo, Alessandra
Tomasi, Giampaolo
Smith, Carolyn Beebe
Schmidt, Kathleen C.
author_facet Veronese, Mattia
Bertoldo, Alessandra
Tomasi, Giampaolo
Smith, Carolyn Beebe
Schmidt, Kathleen C.
author_sort Veronese, Mattia
collection PubMed
description Functional quantification with PET is generally based on modeling that assumes tissue regions are kinetically homogeneous. Even in regions sufficiently small to approach homogeneity, spillover due to resolution limitations of PET scanners may introduce heterogeneous kinetics into measured data. Herein we consider effects of kinetic heterogeneity at the smallest volume accessible, the single image voxel. We used L-[1-(11)C]leucine PET and compared rates of cerebral protein synthesis (rCPS) estimated voxelwise with methods that do (Spectral Analysis Iterative Filter, SAIF) and do not (Basis Function Method, BFM) allow for kinetic heterogeneity. In high resolution PET data with good counting statistics BFM produced estimates of rCPS comparable to SAIF, but at lower computational cost; thus the simpler, less costly method can be applied. With poorer counting statistics (lower injected radiotracer doses), BFM estimates were more biased. In data smoothed to simulate lower resolution PET, BFM produced estimates of rCPS 9–14% higher than SAIF, overestimation consistent with applying a homogeneous tissue model to kinetically heterogeneous data. Hence with lower resolution data it is necessary to account for kinetic heterogeneity in the analysis. Kinetic heterogeneity may impact analyses of other tracers and scanning protocols differently; assessments should be made on a case by case basis.
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spelling pubmed-57723792018-01-26 Impact of tissue kinetic heterogeneity on PET quantification: case study with the L-[1-(11)C]leucine PET method for cerebral protein synthesis rates Veronese, Mattia Bertoldo, Alessandra Tomasi, Giampaolo Smith, Carolyn Beebe Schmidt, Kathleen C. Sci Rep Article Functional quantification with PET is generally based on modeling that assumes tissue regions are kinetically homogeneous. Even in regions sufficiently small to approach homogeneity, spillover due to resolution limitations of PET scanners may introduce heterogeneous kinetics into measured data. Herein we consider effects of kinetic heterogeneity at the smallest volume accessible, the single image voxel. We used L-[1-(11)C]leucine PET and compared rates of cerebral protein synthesis (rCPS) estimated voxelwise with methods that do (Spectral Analysis Iterative Filter, SAIF) and do not (Basis Function Method, BFM) allow for kinetic heterogeneity. In high resolution PET data with good counting statistics BFM produced estimates of rCPS comparable to SAIF, but at lower computational cost; thus the simpler, less costly method can be applied. With poorer counting statistics (lower injected radiotracer doses), BFM estimates were more biased. In data smoothed to simulate lower resolution PET, BFM produced estimates of rCPS 9–14% higher than SAIF, overestimation consistent with applying a homogeneous tissue model to kinetically heterogeneous data. Hence with lower resolution data it is necessary to account for kinetic heterogeneity in the analysis. Kinetic heterogeneity may impact analyses of other tracers and scanning protocols differently; assessments should be made on a case by case basis. Nature Publishing Group UK 2018-01-17 /pmc/articles/PMC5772379/ /pubmed/29343731 http://dx.doi.org/10.1038/s41598-017-18890-x Text en © The Author(s) 2018 Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Veronese, Mattia
Bertoldo, Alessandra
Tomasi, Giampaolo
Smith, Carolyn Beebe
Schmidt, Kathleen C.
Impact of tissue kinetic heterogeneity on PET quantification: case study with the L-[1-(11)C]leucine PET method for cerebral protein synthesis rates
title Impact of tissue kinetic heterogeneity on PET quantification: case study with the L-[1-(11)C]leucine PET method for cerebral protein synthesis rates
title_full Impact of tissue kinetic heterogeneity on PET quantification: case study with the L-[1-(11)C]leucine PET method for cerebral protein synthesis rates
title_fullStr Impact of tissue kinetic heterogeneity on PET quantification: case study with the L-[1-(11)C]leucine PET method for cerebral protein synthesis rates
title_full_unstemmed Impact of tissue kinetic heterogeneity on PET quantification: case study with the L-[1-(11)C]leucine PET method for cerebral protein synthesis rates
title_short Impact of tissue kinetic heterogeneity on PET quantification: case study with the L-[1-(11)C]leucine PET method for cerebral protein synthesis rates
title_sort impact of tissue kinetic heterogeneity on pet quantification: case study with the l-[1-(11)c]leucine pet method for cerebral protein synthesis rates
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5772379/
https://www.ncbi.nlm.nih.gov/pubmed/29343731
http://dx.doi.org/10.1038/s41598-017-18890-x
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