TY - JOUR
T1 - The role of cooperativity in a p53-miR34 dynamical mathematical model
AU - Nikolov, Svetoslav
AU - Wolkenhauer, Olaf
AU - Vera, Julio
AU - Nenov, Momchil
N1 - Publisher Copyright:
© 2020
PY - 2020/6/21
Y1 - 2020/6/21
N2 - The objective of this study is to evaluate the role of cooperativity, captured by the Hill coefficient, in a minimal mathematical model describing the interactions between p53 and miR-34a. The model equations are analyzed for negative, none and normal cooperativity using a specific version of bifurcation theory and they are solved numerically. Special attention is paid to the sign of so-called first Lyapunov value. Interpretations of the results are given, both according to dynamic theory and in biological terms. In terms of cell signaling, we propose the hypothesis that when the outgoing signal of a system spends a physiologically significant amount of time outside of its equilibrium state, then the value of that signal can be sampled at any point along the trajectory towards that equilibrium and indeed, at multiple points. Coupled with non-linear behavior, such as that caused by cooperativity, this feature can account for a complex and varied response, which p53 is known for. From dynamical point of view, we found that when cooperativity is negative, the system has only one stable equilibrium point. In the absence of cooperativity, there is a single unstable equilibrium point with a critical boundary of stability. In the case with normal cooperativity, the system can have one, two, or three steady states with both, bi-stability and bi-instability occurring.
AB - The objective of this study is to evaluate the role of cooperativity, captured by the Hill coefficient, in a minimal mathematical model describing the interactions between p53 and miR-34a. The model equations are analyzed for negative, none and normal cooperativity using a specific version of bifurcation theory and they are solved numerically. Special attention is paid to the sign of so-called first Lyapunov value. Interpretations of the results are given, both according to dynamic theory and in biological terms. In terms of cell signaling, we propose the hypothesis that when the outgoing signal of a system spends a physiologically significant amount of time outside of its equilibrium state, then the value of that signal can be sampled at any point along the trajectory towards that equilibrium and indeed, at multiple points. Coupled with non-linear behavior, such as that caused by cooperativity, this feature can account for a complex and varied response, which p53 is known for. From dynamical point of view, we found that when cooperativity is negative, the system has only one stable equilibrium point. In the absence of cooperativity, there is a single unstable equilibrium point with a critical boundary of stability. In the case with normal cooperativity, the system can have one, two, or three steady states with both, bi-stability and bi-instability occurring.
KW - Cooperativity
KW - Numerical analysis
KW - Qualitative analysis
KW - p53-miR34 dynamics
UR - https://www.scopus.com/pages/publications/85082872025
U2 - 10.1016/j.jtbi.2020.110252
DO - 10.1016/j.jtbi.2020.110252
M3 - Article
C2 - 32199858
AN - SCOPUS:85082872025
SN - 0022-5193
VL - 495
JO - Journal of Theoretical Biology
JF - Journal of Theoretical Biology
M1 - 110252
ER -