de Ronde Wiet, ten Wolde Pieter Rein
FOM Institute AMOLF, Science Park 104, 1098 XG Amsterdam, The Netherlands.
Phys Biol. 2014 Apr;11(2):026004. doi: 10.1088/1478-3975/11/2/026004. Epub 2014 Apr 1.
In recent years it has been increasingly recognized that biochemical signals are not necessarily constant in time and that the temporal dynamics of a signal can be the information carrier. Moreover, it is now well established that the protein signaling network of living cells has a bow-tie structure and that components are often shared between different signaling pathways. Here we show by mathematical modeling that living cells can multiplex a constant and an oscillatory signal: they can transmit these two signals simultaneously through a common signaling pathway, and yet respond to them specifically and reliably. We find that information transmission is reduced not only by noise arising from the intrinsic stochasticity of biochemical reactions, but also by crosstalk between the different channels. Yet, under biologically relevant conditions more than 2 bits of information can be transmitted per channel, even when the two signals are transmitted simultaneously. These observations suggest that oscillatory signals are ideal for multiplexing signals.
近年来,人们越来越认识到生化信号在时间上不一定是恒定的,信号的时间动态可以作为信息载体。此外,现在已经充分证实,活细胞的蛋白质信号网络具有蝴蝶结结构,并且不同信号通路之间经常共享组件。在这里,我们通过数学建模表明,活细胞可以对恒定信号和振荡信号进行复用:它们可以通过共同的信号通路同时传输这两种信号,并且能够特异性且可靠地对它们做出反应。我们发现,信息传输不仅会因生化反应内在随机性产生的噪声而减少,还会因不同通道之间的串扰而减少。然而,在生物学相关条件下,即使两个信号同时传输,每个通道仍可传输超过2比特的信息。这些观察结果表明,振荡信号非常适合信号复用。