TY - JOUR
T1 - A multiscale computational model of arterial growth and remodeling including Notch signaling
AU - van Asten, Jordy G.M.
AU - Latorre, Marcos
AU - Karakaya, Cansu
AU - Baaijens, Frank P.T.
AU - Sahlgren, Cecilia M.
AU - Ristori, Tommaso
AU - Humphrey, Jay D.
AU - Loerakker, Sandra
PY - 2023/10
Y1 - 2023/10
N2 - Blood vessels grow and remodel in response to mechanical stimuli. Many computational models capture this process phenomenologically, by assuming stress homeostasis, but this approach cannot unravel the underlying cellular mechanisms. Mechano-sensitive Notch signaling is well-known to be key in vascular development and homeostasis. Here, we present a multiscale framework coupling a constrained mixture model, capturing the mechanics and turnover of arterial constituents, to a cell-cell signaling model, describing Notch signaling dynamics among vascular smooth muscle cells (SMCs) as influenced by mechanical stimuli. Tissue turnover was regulated by both Notch activity, informed by in vitro data, and a phenomenological contribution, accounting for mechanisms other than Notch. This novel framework predicted changes in wall thickness and arterial composition in response to hypertension similar to previous in vivo data. The simulations suggested that Notch contributes to arterial growth in hypertension mainly by promoting SMC proliferation, while other mechanisms are needed to fully capture remodeling. The results also indicated that interventions to Notch, such as external Jagged ligands, can alter both the geometry and composition of hypertensive vessels, especially in the short term. Overall, our model enables a deeper analysis of the role of Notch and Notch interventions in arterial growth and remodeling and could be adopted to investigate therapeutic strategies and optimize vascular regeneration protocols.
AB - Blood vessels grow and remodel in response to mechanical stimuli. Many computational models capture this process phenomenologically, by assuming stress homeostasis, but this approach cannot unravel the underlying cellular mechanisms. Mechano-sensitive Notch signaling is well-known to be key in vascular development and homeostasis. Here, we present a multiscale framework coupling a constrained mixture model, capturing the mechanics and turnover of arterial constituents, to a cell-cell signaling model, describing Notch signaling dynamics among vascular smooth muscle cells (SMCs) as influenced by mechanical stimuli. Tissue turnover was regulated by both Notch activity, informed by in vitro data, and a phenomenological contribution, accounting for mechanisms other than Notch. This novel framework predicted changes in wall thickness and arterial composition in response to hypertension similar to previous in vivo data. The simulations suggested that Notch contributes to arterial growth in hypertension mainly by promoting SMC proliferation, while other mechanisms are needed to fully capture remodeling. The results also indicated that interventions to Notch, such as external Jagged ligands, can alter both the geometry and composition of hypertensive vessels, especially in the short term. Overall, our model enables a deeper analysis of the role of Notch and Notch interventions in arterial growth and remodeling and could be adopted to investigate therapeutic strategies and optimize vascular regeneration protocols.
KW - Artery
KW - Constrained mixture model
KW - Growth and remodeling
KW - Jagged ligands
KW - Mechanobiology
KW - Notch signaling
KW - Hypertension
KW - Signal Transduction
KW - Humans
KW - Arteries
KW - Muscle, Smooth, Vascular
KW - Myocytes, Smooth Muscle
KW - Computer Simulation
UR - http://www.scopus.com/inward/record.url?scp=85152022759&partnerID=8YFLogxK
U2 - 10.1007/s10237-023-01697-3
DO - 10.1007/s10237-023-01697-3
M3 - Article
C2 - 37024602
SN - 1617-7959
VL - 22
SP - 1569
EP - 1588
JO - Biomechanics and Modeling in Mechanobiology
JF - Biomechanics and Modeling in Mechanobiology
IS - 5
ER -