M. Abundo et al., A STOCHASTIC-MODEL FOR THE COOPERATIVE RELAXATION OF PROTEINS, BASED ON A HIERARCHY OF INTERACTIONS BETWEEN AMINO ACIDIC RESIDUES, Mathematical models and methods in applied sciences, 8(2), 1998, pp. 327-358
In this paper, a stochastic model for the cooperative relaxation of pr
oteins, based on a hierarchic structure of the interactions between am
ino acids is proposed. It relies on the arbitrary splitting of interac
tions into two classes, strong and weak, and tests the preponderance o
f one class over the other. The presented model generalizes a first on
e valid for homogeneous interactions in the protein molecules previous
ly studied by the authors. The time evolution of the system is studied
as a function of five parameters, three of which are related to the c
ooperativity. Moreover, different approximations of the discrete syste
m to a diffusion process, and to a Poisson process are considered, acc
ording to the magnitude of the parameters. A method for estimating the
parameters from real data is proposed. Finally, numerical simulations
and a comparison with the molecular dynamics of a real protein (Barna
se) are reported.