Koseska Aneta, Zaikin Alexey, Kurths Jürgen, García-Ojalvo Jordi
Center for Dynamics of Complex Systems, University of Potsdam, Potsdam, Germany.
PLoS One. 2009;4(3):e4872. doi: 10.1371/journal.pone.0004872. Epub 2009 Mar 13.
Many cellular processes require decision making mechanisms, which must act reliably even in the unavoidable presence of substantial amounts of noise. However, the multistable genetic switches that underlie most decision-making processes are dominated by fluctuations that can induce random jumps between alternative cellular states. Here we show, via theoretical modeling of a population of noise-driven bistable genetic switches, that reliable timing of decision-making processes can be accomplished for large enough population sizes, as long as cells are globally coupled by chemical means. In the light of these results, we conjecture that cell proliferation, in the presence of cell-cell communication, could provide a mechanism for reliable decision making in the presence of noise, by triggering cellular transitions only when the whole cell population reaches a certain size. In other words, the summation performed by the cell population would average out the noise and reduce its detrimental impact.
许多细胞过程都需要决策机制,即使在不可避免地存在大量噪声的情况下,这些机制也必须可靠地发挥作用。然而,大多数决策过程所基于的多稳态基因开关受波动主导,这些波动可诱导细胞在不同状态之间随机跳转。在这里,我们通过对一群噪声驱动的双稳态基因开关进行理论建模表明,只要细胞通过化学方式进行全局耦合,对于足够大的群体规模,决策过程的可靠定时是可以实现的。鉴于这些结果,我们推测,在存在细胞间通讯的情况下,细胞增殖可以通过仅在整个细胞群体达到一定大小时触发细胞转变,从而提供一种在存在噪声时进行可靠决策的机制。换句话说,细胞群体进行的求和会将噪声平均化并减少其有害影响。