Non-invasive assessment of allometric scaling laws in the human coronary tree

Assessing the geometry of the coronary arteries in a patient can help to better explain coronary artery disease (CAD) development. Allometric scaling functions were successfully applied to describe how essential materials are transported through recursive networks, also observed in the coronary tree...

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Main Authors: Damian Craiem, Mariano E. Casciaro, Sebastian Graf, Enrique P. Gurfinkel, Ricardo L. Armentano
Format: Article
Language:English
Published: Atlantis Press 2010-10-01
Series:Artery Research
Subjects:
Online Access:https://www.atlantis-press.com/article/125927462/view
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spelling doaj-2f547fca7b1449209cc1eb324f2805fe2020-11-25T02:27:48ZengAtlantis PressArtery Research 1876-44012010-10-015110.1016/j.artres.2010.09.002Non-invasive assessment of allometric scaling laws in the human coronary treeDamian CraiemMariano E. CasciaroSebastian GrafEnrique P. GurfinkelRicardo L. ArmentanoAssessing the geometry of the coronary arteries in a patient can help to better explain coronary artery disease (CAD) development. Allometric scaling functions were successfully applied to describe how essential materials are transported through recursive networks, also observed in the coronary tree. In this work we used skeletonization methods on multislice computed tomography (MSCT) images to render the coronary tree in 3D. Fifty subjects were recruited in two groups: 1) free from plaques and 2) with focal lesions. The left coronary tree was segmented using a custom algorithm with minimum user intervention. Vessels were separated using a stem-crown architecture. Cumulative arterial length (L) with volume (V) and vessel stem diameter (DSTEM) with distal L functions were analysed. In the allometric functions L = kv Vβ and DSTEM = kL Lγ, no significant differences were found between groups. The scaling exponent range for β was 0.6–0.9 and for γ was 0.1–0.4. Values were not different from other studies in pigs. In a Log–Log scatter plot in all patients, lines were parallel, confirmed with an ANCOVA. In other words, the allometric function stood for all patients. The idea that parameters from diseased hearts are expected to deviate from normal was not revealed in this study. We believe that CAD did not disturb the allometric relations due to the focal nature of the lesions and the absence of diffuse CAD. Further combination of MSCT with 3D morphological extraction algorithms can help to overcome the qualitative analysis of a patient vasculature and advance into new clinical quantitative perspectives.https://www.atlantis-press.com/article/125927462/viewAllometryMultisclice computed tomographyCoronary artery diseaseSkeletonizationCoronary morphometry
collection DOAJ
language English
format Article
sources DOAJ
author Damian Craiem
Mariano E. Casciaro
Sebastian Graf
Enrique P. Gurfinkel
Ricardo L. Armentano
spellingShingle Damian Craiem
Mariano E. Casciaro
Sebastian Graf
Enrique P. Gurfinkel
Ricardo L. Armentano
Non-invasive assessment of allometric scaling laws in the human coronary tree
Artery Research
Allometry
Multisclice computed tomography
Coronary artery disease
Skeletonization
Coronary morphometry
author_facet Damian Craiem
Mariano E. Casciaro
Sebastian Graf
Enrique P. Gurfinkel
Ricardo L. Armentano
author_sort Damian Craiem
title Non-invasive assessment of allometric scaling laws in the human coronary tree
title_short Non-invasive assessment of allometric scaling laws in the human coronary tree
title_full Non-invasive assessment of allometric scaling laws in the human coronary tree
title_fullStr Non-invasive assessment of allometric scaling laws in the human coronary tree
title_full_unstemmed Non-invasive assessment of allometric scaling laws in the human coronary tree
title_sort non-invasive assessment of allometric scaling laws in the human coronary tree
publisher Atlantis Press
series Artery Research
issn 1876-4401
publishDate 2010-10-01
description Assessing the geometry of the coronary arteries in a patient can help to better explain coronary artery disease (CAD) development. Allometric scaling functions were successfully applied to describe how essential materials are transported through recursive networks, also observed in the coronary tree. In this work we used skeletonization methods on multislice computed tomography (MSCT) images to render the coronary tree in 3D. Fifty subjects were recruited in two groups: 1) free from plaques and 2) with focal lesions. The left coronary tree was segmented using a custom algorithm with minimum user intervention. Vessels were separated using a stem-crown architecture. Cumulative arterial length (L) with volume (V) and vessel stem diameter (DSTEM) with distal L functions were analysed. In the allometric functions L = kv Vβ and DSTEM = kL Lγ, no significant differences were found between groups. The scaling exponent range for β was 0.6–0.9 and for γ was 0.1–0.4. Values were not different from other studies in pigs. In a Log–Log scatter plot in all patients, lines were parallel, confirmed with an ANCOVA. In other words, the allometric function stood for all patients. The idea that parameters from diseased hearts are expected to deviate from normal was not revealed in this study. We believe that CAD did not disturb the allometric relations due to the focal nature of the lesions and the absence of diffuse CAD. Further combination of MSCT with 3D morphological extraction algorithms can help to overcome the qualitative analysis of a patient vasculature and advance into new clinical quantitative perspectives.
topic Allometry
Multisclice computed tomography
Coronary artery disease
Skeletonization
Coronary morphometry
url https://www.atlantis-press.com/article/125927462/view
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