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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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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. |
format | Online Article Text |
id | pubmed-5772379 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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