TY - JOUR
T1 - A structural model of the VEGF signalling pathway
T2 - Emergence of robustness and redundancy properties
AU - Lignet, Floriane
AU - Calvez, Vincent
AU - Grenier, Emmanuel
AU - Ribba, Benjamin
PY - 2013/2
Y1 - 2013/2
N2 - The vascular endothelial growth factor (VEGF) is known as one of the main promoter of angiogenesis - the process of blood vessel formation. Angiogenesis has been recognized as a key stage for cancer development and metastasis. In this paper, we propose a structural model of the main molecular pathways involved in the endothelial cells response to VEGF stimuli. The model, built on qualitative information from knowledge databases, is composed of 38 ordinary differential equations with 78 parameters and focuses on the signalling driving endothelial cell proliferation, migration and resistance to apoptosis. Following a VEGF stimulus, the model predicts an increase of proliferation and migration capability, and a decrease in the apoptosis activity. Model simulations and sensitivity analysis highlight the emergence of robustness and redundancy properties of the pathway. If further calibrated and validated, this model could serve as tool to analyse and formulate new hypothesis on th e VEGF signalling cascade and its role in cancer development and treatment.
AB - The vascular endothelial growth factor (VEGF) is known as one of the main promoter of angiogenesis - the process of blood vessel formation. Angiogenesis has been recognized as a key stage for cancer development and metastasis. In this paper, we propose a structural model of the main molecular pathways involved in the endothelial cells response to VEGF stimuli. The model, built on qualitative information from knowledge databases, is composed of 38 ordinary differential equations with 78 parameters and focuses on the signalling driving endothelial cell proliferation, migration and resistance to apoptosis. Following a VEGF stimulus, the model predicts an increase of proliferation and migration capability, and a decrease in the apoptosis activity. Model simulations and sensitivity analysis highlight the emergence of robustness and redundancy properties of the pathway. If further calibrated and validated, this model could serve as tool to analyse and formulate new hypothesis on th e VEGF signalling cascade and its role in cancer development and treatment.
KW - Kinetics in biochemical problems
KW - Molecular reactions
KW - Networks
KW - Ordinary differential equations
KW - Systems biology
KW - Vascular Endothelial Growth Factor (VEGF) signalling
UR - https://www.scopus.com/pages/publications/84872249900
U2 - 10.3934/mbe.2013.10.167
DO - 10.3934/mbe.2013.10.167
M3 - Article
C2 - 23311367
AN - SCOPUS:84872249900
SN - 1547-1063
VL - 10
SP - 167
EP - 184
JO - Mathematical Biosciences and Engineering
JF - Mathematical Biosciences and Engineering
IS - 1
ER -