Systems Bioinformatics, VU University, De Boelelaan 1085, 1081 HV Amsterdam, The Netherlands.
Nat Commun. 2014 Sep 2;5:4798. doi: 10.1038/ncomms5798.
Individual cells respond very differently to changes in environmental conditions. Stochasticity causes cells to respond at different times, magnitudes or both. Here we disentangle and quantify these two sources of heterogeneity. We track the adaptation dynamics of single Saccharomyces cerevisiae cells exposed to a nutrient shift from methionine to sulphate and back. Using single-molecule RNA fluorescence in situ hybridization, we count the number of transcripts of a methionine-biosynthesis enzyme in single cells during adaptation. The variation of response times between cells is small, yet we find a high transient variability in the messenger RNA copy numbers. Surprisingly, single cells display strongly delayed transcription induction, as we could induce transcription fourfold quicker by direct activation and bypassing the cellular control circuitry. Transcription repression occurs rapidly within several minutes. This study indicates that small variability in response timing combined with high, stochastic transcription activity can cause large cell-to-cell variability in dynamic adaptation responses.
单个细胞对环境条件变化的反应非常不同。随机性导致细胞在不同的时间、不同的幅度或两者都不同地做出反应。在这里,我们分离并量化了这两个异质性来源。我们跟踪了单个酿酒酵母细胞在从蛋氨酸到硫酸盐的营养转变以及再回到蛋氨酸的过程中的适应动力学。我们使用单分子 RNA 荧光原位杂交技术,在单个细胞适应过程中计数一个蛋氨酸生物合成酶的转录物的数量。细胞之间的反应时间变化很小,但我们发现信使 RNA 拷贝数的瞬时变异性很高。令人惊讶的是,单个细胞表现出强烈的转录诱导延迟,因为我们可以通过直接激活和绕过细胞控制回路将转录诱导快四倍。转录抑制在几分钟内迅速发生。这项研究表明,反应时间的小变化与高随机性的转录活性相结合,可能导致动态适应反应中的细胞间出现大的变异性。