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Multislice Analysis of Blood Flow Values in CT Perfusion Studies of Lung Cancer
Objectives. Tumour heterogeneity represents a key issue in CT perfusion (CTp), where all studies are usually based on global mean or median values of perfusion maps, often computed on whole tumour. We sought to determine whether, and to what extent, such global values can be representative of tumour...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5259676/ https://www.ncbi.nlm.nih.gov/pubmed/28164118 http://dx.doi.org/10.1155/2017/3236893 |
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author | Malavasi, Silvia Barone, Domenico Gavelli, Giampaolo Bevilacqua, Alessandro |
author_facet | Malavasi, Silvia Barone, Domenico Gavelli, Giampaolo Bevilacqua, Alessandro |
author_sort | Malavasi, Silvia |
collection | PubMed |
description | Objectives. Tumour heterogeneity represents a key issue in CT perfusion (CTp), where all studies are usually based on global mean or median values of perfusion maps, often computed on whole tumour. We sought to determine whether, and to what extent, such global values can be representative of tumour heterogeneity, with respect to single slices, and could be used for therapy assessment. Materials and Methods. Twelve patients with one primary non-small cell lung cancer lesion were enrolled in this study, for a total amount of 26 CTp examinations and 118 slices. Mean and median blood flow (BF) values, calculated voxel-based, were computed on each slice and the whole tumour. To measure functional heterogeneity, entropy was calculated on BF values as well. Results. Most of the slices were not represented by the global BF values computed on the whole tumour. In addition, there are a number of lesions having equivalent global BF values, but they are composed of slices having very different heterogeneity distributions, that is, entropy values. Conclusions. Global mean/median BF values of the single slices separately should be considered for clinical assessment, only if interpreted through entropy computed on BF values. The numerical equivalence between global BF values of different lesions may correspond to different clinical status, thus inducing possible errors in choice of therapy when considering global values only. |
format | Online Article Text |
id | pubmed-5259676 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-52596762017-02-05 Multislice Analysis of Blood Flow Values in CT Perfusion Studies of Lung Cancer Malavasi, Silvia Barone, Domenico Gavelli, Giampaolo Bevilacqua, Alessandro Biomed Res Int Research Article Objectives. Tumour heterogeneity represents a key issue in CT perfusion (CTp), where all studies are usually based on global mean or median values of perfusion maps, often computed on whole tumour. We sought to determine whether, and to what extent, such global values can be representative of tumour heterogeneity, with respect to single slices, and could be used for therapy assessment. Materials and Methods. Twelve patients with one primary non-small cell lung cancer lesion were enrolled in this study, for a total amount of 26 CTp examinations and 118 slices. Mean and median blood flow (BF) values, calculated voxel-based, were computed on each slice and the whole tumour. To measure functional heterogeneity, entropy was calculated on BF values as well. Results. Most of the slices were not represented by the global BF values computed on the whole tumour. In addition, there are a number of lesions having equivalent global BF values, but they are composed of slices having very different heterogeneity distributions, that is, entropy values. Conclusions. Global mean/median BF values of the single slices separately should be considered for clinical assessment, only if interpreted through entropy computed on BF values. The numerical equivalence between global BF values of different lesions may correspond to different clinical status, thus inducing possible errors in choice of therapy when considering global values only. Hindawi Publishing Corporation 2017 2017-01-10 /pmc/articles/PMC5259676/ /pubmed/28164118 http://dx.doi.org/10.1155/2017/3236893 Text en Copyright © 2017 Silvia Malavasi et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Malavasi, Silvia Barone, Domenico Gavelli, Giampaolo Bevilacqua, Alessandro Multislice Analysis of Blood Flow Values in CT Perfusion Studies of Lung Cancer |
title | Multislice Analysis of Blood Flow Values in CT Perfusion Studies of Lung Cancer |
title_full | Multislice Analysis of Blood Flow Values in CT Perfusion Studies of Lung Cancer |
title_fullStr | Multislice Analysis of Blood Flow Values in CT Perfusion Studies of Lung Cancer |
title_full_unstemmed | Multislice Analysis of Blood Flow Values in CT Perfusion Studies of Lung Cancer |
title_short | Multislice Analysis of Blood Flow Values in CT Perfusion Studies of Lung Cancer |
title_sort | multislice analysis of blood flow values in ct perfusion studies of lung cancer |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5259676/ https://www.ncbi.nlm.nih.gov/pubmed/28164118 http://dx.doi.org/10.1155/2017/3236893 |
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