An integrated approach to quantitative modelling in angiogenesis research
Author(s) -
Anthony J. Connor,
Radosław P. Nowak,
Erica Lorenzon,
Markus Thomas,
Frank Herting,
Stefan Hoert,
Tom Quaiser,
Eliezer Shochat,
Joe PittFrancis,
Jonathan Cooper,
Philip K. Maini,
Helen M. Byrne
Publication year - 2015
Publication title -
journal of the royal society interface
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.655
H-Index - 139
eISSN - 1742-5689
pISSN - 1742-5662
DOI - 10.1098/rsif.2015.0546
Subject(s) - angiogenesis , context (archaeology) , basic fibroblast growth factor , computer science , vascular endothelial growth factor , cornea , process (computing) , parametrization (atmospheric modeling) , experimental data , mathematical model , biological system , vegf receptors , computational biology , growth factor , biology , neuroscience , mathematics , cancer research , biochemistry , physics , paleontology , statistics , receptor , quantum mechanics , radiative transfer , operating system
Angiogenesis, the process by which new vessels form from existing ones, plays an important role in many developmental processes and pathological conditions. We study angiogenesis in the context of a highly controllable experimental environment: the cornea micropocket assay. Using a multidisciplinary approach that combines experiments, image processing and analysis, and mathematical modelling, we aim to provide mechanistic insight into the action of two angiogenic factors, vascular endothelial growth factor A (VEGF-A) and basic fibroblast growth factor (bFGF).We use image analysis techniques to extract quantitative data,which are both spatially and temporally resolved, from experimental images, and we develop a mathematical model, in which the corneal vasculature evolves in response to both VEGF-A and bFGF. The experimental data are used for model parametrization, while the mathematical model is used to assess the utility of the cornea micropocket assay and to characterize proposed synergies between VEGF-A and bFGF
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