Multislice Analysis of Blood Flow Values in CT Perfusion Studies of Lung Cancer

Silvia Malavasi, Domenico Barone, Giampaolo Gavelli, Alessandro Bevilacqua

Research output: Contribution to journalArticle

4 Citations (Scopus)

Abstract

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.

Original languageEnglish
Article number3236893
JournalBioMed Research International
Volume2017
DOIs
Publication statusPublished - Jan 1 2017

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Lung Neoplasms
Blood
Perfusion
Tumors
Entropy
Neoplasms
Non-Small Cell Lung Carcinoma
Cells
Therapeutics

ASJC Scopus subject areas

  • Immunology and Microbiology(all)
  • Biochemistry, Genetics and Molecular Biology(all)

Cite this

Multislice Analysis of Blood Flow Values in CT Perfusion Studies of Lung Cancer. / Malavasi, Silvia; Barone, Domenico; Gavelli, Giampaolo; Bevilacqua, Alessandro.

In: BioMed Research International, Vol. 2017, 3236893, 01.01.2017.

Research output: Contribution to journalArticle

Malavasi, Silvia ; Barone, Domenico ; Gavelli, Giampaolo ; Bevilacqua, Alessandro. / Multislice Analysis of Blood Flow Values in CT Perfusion Studies of Lung Cancer. In: BioMed Research International. 2017 ; Vol. 2017.
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