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Simulated annealing approach to vascular structure with application to the coronary arteries
Do the complex processes of angiogenesis during organism development ultimately lead to a near optimal coronary vasculature in the organs of adult mammals? We examine this hypothesis using a powerful and universal method, built on physical and physiological principles, for the determination of globa...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society Publishing
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4785968/ https://www.ncbi.nlm.nih.gov/pubmed/26998317 http://dx.doi.org/10.1098/rsos.150431 |
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author | Keelan, Jonathan Chung, Emma M. L. Hague, James P. |
author_facet | Keelan, Jonathan Chung, Emma M. L. Hague, James P. |
author_sort | Keelan, Jonathan |
collection | PubMed |
description | Do the complex processes of angiogenesis during organism development ultimately lead to a near optimal coronary vasculature in the organs of adult mammals? We examine this hypothesis using a powerful and universal method, built on physical and physiological principles, for the determination of globally energetically optimal arterial trees. The method is based on simulated annealing, and can be used to examine arteries in hollow organs with arbitrary tissue geometries. We demonstrate that the approach can generate in silico vasculatures which closely match porcine anatomical data for the coronary arteries on all length scales, and that the optimized arterial trees improve systematically as computational time increases. The method presented here is general, and could in principle be used to examine the arteries of other organs. Potential applications include improvement of medical imaging analysis and the design of vascular trees for artificial organs. |
format | Online Article Text |
id | pubmed-4785968 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | The Royal Society Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-47859682016-03-18 Simulated annealing approach to vascular structure with application to the coronary arteries Keelan, Jonathan Chung, Emma M. L. Hague, James P. R Soc Open Sci Structural Biology and Biophysics Do the complex processes of angiogenesis during organism development ultimately lead to a near optimal coronary vasculature in the organs of adult mammals? We examine this hypothesis using a powerful and universal method, built on physical and physiological principles, for the determination of globally energetically optimal arterial trees. The method is based on simulated annealing, and can be used to examine arteries in hollow organs with arbitrary tissue geometries. We demonstrate that the approach can generate in silico vasculatures which closely match porcine anatomical data for the coronary arteries on all length scales, and that the optimized arterial trees improve systematically as computational time increases. The method presented here is general, and could in principle be used to examine the arteries of other organs. Potential applications include improvement of medical imaging analysis and the design of vascular trees for artificial organs. The Royal Society Publishing 2016-02-10 /pmc/articles/PMC4785968/ /pubmed/26998317 http://dx.doi.org/10.1098/rsos.150431 Text en http://creativecommons.org/licenses/by/4.0/ © 2016 The Authors. Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/, which permits unrestricted use, provided the original author and source are credited. |
spellingShingle | Structural Biology and Biophysics Keelan, Jonathan Chung, Emma M. L. Hague, James P. Simulated annealing approach to vascular structure with application to the coronary arteries |
title | Simulated annealing approach to vascular structure with application to the coronary arteries |
title_full | Simulated annealing approach to vascular structure with application to the coronary arteries |
title_fullStr | Simulated annealing approach to vascular structure with application to the coronary arteries |
title_full_unstemmed | Simulated annealing approach to vascular structure with application to the coronary arteries |
title_short | Simulated annealing approach to vascular structure with application to the coronary arteries |
title_sort | simulated annealing approach to vascular structure with application to the coronary arteries |
topic | Structural Biology and Biophysics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4785968/ https://www.ncbi.nlm.nih.gov/pubmed/26998317 http://dx.doi.org/10.1098/rsos.150431 |
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