Rt. Tranquillo et W. Alt, STOCHASTIC-MODEL OF RECEPTOR-MEDIATED CYTOMECHANICS AND DYNAMIC MORPHOLOGY OF LEUKOCYTES, Journal of mathematical biology, 34(4), 1996, pp. 361-412
The proposed mathematical model investigates the simplified cytomechan
ics of cell shape change driven by stochastic stimulation from chemose
nsory receptors. The cytomechanical component of our model describes t
he dynamical distribution of F-actin and associated forces in an ideal
ized cortical actin network around the cell periphery. The chemosensor
y component describes the distribution of chemotactic receptors in the
cell membrane surrounding the cortex, where bound receptors give rise
to an intracellular signal which modulates some property of the corti
cal network. As in our earlier models, an account is made for (1) the
reactive, contractive properties of cortical actin, but here also for
a stress induced by curvature of the cortex-membrane complex which car
ries an effective surface tension, and (2) statistical fluctuations in
receptor binding, but generalized here to include statistical fluctua
tions in the spatial distribution of receptors, entirely determined by
the additional prescription of membrane diffusion coefficients along
with total receptor number, receptor binding rate constants and the lo
cal concentration field of chemotactic factor. We simplify the analysi
s by restricting the model to a prototype in which viscous stresses in
the cortical network are negligible and the radial extension of the c
ell cortex is a prescribed function of the cortical actin concentratio
n. We assume in particular that the assembly rate of cortical actin de
pends on the local density of bound receptors. These assumptions lead
to a 4th-order parabolic differential equation on the unit circle coup
led to a system of stochastic differential equations. We characterize
via bifurcation analysis, stochastic simulations, and analytical corre
lation functions the spatial-temporal pattern of cell morphology under
the influence of fluctuations in the bound receptor distribution for
the case of a uniform concentration field of chemotactic factor. In ad
dition to addressing the biological significance of our model, we rema
rk on its relevance to the generic problem of the influence of correla
ted stochastic perturbations on spatial patterns in morphogenetic medi
a.