Title :
Effect of environmental fluctuations on the dynamic composition of engineered cartilage: a deterministic model in stochastic environment
Author :
Saha, A.K. ; Mazumdar, J.N. ; Morsi, Y.S.
Author_Institution :
Swinburne Univ. of Technol., Melbourne, Vic., Australia
Abstract :
Dynamics of extracellular matrix (ECM) deposition and scaffold degradation in cell-polymer constructs have been studied in a random fluctuating environment created due to the applications of growth factors into the in vitro generation of cartilaginous constructs. Existing models of cell-polymer constructs for the design of engineered cartilage have been discussed and then a new deterministic scheme in random environment proposed taking into account the effects of growth factors as the environmental variability in the form of Gaussian white noise. Steady-state probability distribution of each individual component of the ECM in its homeostasis is found explicitly. The computer-simulated results of the model have been discussed and then compared with the data from a variety of scaffold systems and culture conditions.
Keywords :
Gaussian noise; biological tissues; biomedical materials; cellular biophysics; digital simulation; physiological models; polymers; probability; white noise; Fokker-Planck equation; Gaussian white noise; deterministic model; dynamic composition; engineered cartilage; environmental fluctuations; homeostasis; probability density function; random fluctuating environment; stochastic environment; Degradation; Design engineering; Electrochemical machining; Extracellular; Fluctuations; In vitro; Probability distribution; Steady-state; Stochastic processes; White noise; Animals; Cartilage; Cell Culture Techniques; Cell Division; Cells, Cultured; Chondrocytes; Computer Simulation; Environment; Extracellular Matrix; Extracellular Matrix Proteins; Humans; Models, Biological; Models, Statistical; Stochastic Processes; Tissue Engineering;
Journal_Title :
NanoBioscience, IEEE Transactions on
DOI :
10.1109/TNB.2003.816226