Adaptive response of a gene network to environmental changes by fitness-induced attractor selection.
Cells switch between various stable genetic programs (attractors) to accommodate environmental conditions. Signal transduction machineries efficiently convey environmental changes to the gene regulation apparatus in order to express the appropriate genetic program. However, since the number of environmental conditions is much larger than that of available genetic programs so that the cell may utilize the same genetic program for a large set of conditions, it may not have evolved a signaling pathway for every environmental condition, notably those that are rarely encountered. Here we show that in the absence of signal transduction, switching to the appropriate attractor state expressing the genes that afford adaptation to the external condition can occur. In a synthetic bistable gene switch in Escherichia coli in which mutually inhibitory operons govern the expression of two genes required in two alternative nutritional environments, cells reliably selected the "adaptive attractor" driven by gene expression noise. A mathematical model suggests that the "non-adaptive attractor" is avoided because in unfavorable conditions, cellular activity is lower, which suppresses mRNA metabolism, leading to larger fluctuations in gene expression. This, in turn, renders the non-adaptive state less stable. Although attractor selection is not as efficient as signal transduction via a dedicated cascade, it is simple and robust, and may represent a primordial mechanism for adaptive responses that preceded the evolution of signaling cascades for the frequently encountered environmental changes.
Kashiwagi
Akiko
A
Department of Bioinformatics Engineering, Graduate School of Information Science and Technology, Osaka University, Suita, Osaka, Japan.
Urabe
Itaru
I
Kaneko
Kunihiko
K
Yomo
Tetsuya
T
D000220:Adaptation, Biological / Q000235:genetics; D004777:Environment; D004926:Escherichia coli / Q000235:genetics / Q000254:growth & development / Q000502:physiology; D015870:Gene Expression; D053263:Gene Regulatory Networks; D005798:Genes, Bacterial; D008957:Models, Genetic; D009876:Operon; D012329:RNA, Bacterial / Q000235:genetics / Q000378:metabolism; D012333:RNA, Messenger / Q000235:genetics / Q000378:metabolism; D012641:Selection, Genetic; D015398:Signal Transduction / Q000235:genetics
D012329:RNA, Bacterial; D012333:RNA, Messenger