Ellison David, Mugler Andrew, Brennan Matthew D, Lee Sung Hoon, Huebner Robert J, Shamir Eliah R, Woo Laura A, Kim Joseph, Amar Patrick, Nemenman Ilya, Ewald Andrew J, Levchenko Andre
Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD 21218; Department of Biomedical Engineering and Yale Systems Biology Institute, Yale University, New Haven, CT 06520;
Department of Physics, Emory University, Atlanta, GA 30322; Department of Physics and Astronomy, Purdue University, West Lafayette, IN 47907;
Proc Natl Acad Sci U S A. 2016 Feb 9;113(6):E679-88. doi: 10.1073/pnas.1516503113. Epub 2016 Jan 20.
Collective cell responses to exogenous cues depend on cell-cell interactions. In principle, these can result in enhanced sensitivity to weak and noisy stimuli. However, this has not yet been shown experimentally, and little is known about how multicellular signal processing modulates single-cell sensitivity to extracellular signaling inputs, including those guiding complex changes in the tissue form and function. Here we explored whether cell-cell communication can enhance the ability of cell ensembles to sense and respond to weak gradients of chemotactic cues. Using a combination of experiments with mammary epithelial cells and mathematical modeling, we find that multicellular sensing enables detection of and response to shallow epidermal growth factor (EGF) gradients that are undetectable by single cells. However, the advantage of this type of gradient sensing is limited by the noisiness of the signaling relay, necessary to integrate spatially distributed ligand concentration information. We calculate the fundamental sensory limits imposed by this communication noise and combine them with the experimental data to estimate the effective size of multicellular sensory groups involved in gradient sensing. Functional experiments strongly implicated intercellular communication through gap junctions and calcium release from intracellular stores as mediators of collective gradient sensing. The resulting integrative analysis provides a framework for understanding the advantages and limitations of sensory information processing by relays of chemically coupled cells.
细胞对外源信号的集体反应取决于细胞间的相互作用。原则上,这些相互作用可导致对微弱和嘈杂刺激的敏感性增强。然而,这一点尚未得到实验证明,而且对于多细胞信号处理如何调节单细胞对细胞外信号输入的敏感性,包括那些引导组织形态和功能发生复杂变化的信号输入,我们知之甚少。在这里,我们探讨了细胞间通讯是否能够增强细胞群体感知和响应趋化因子微弱梯度的能力。通过结合对乳腺上皮细胞的实验和数学建模,我们发现多细胞感知能够检测到单细胞无法检测到的浅层表皮生长因子(EGF)梯度并做出响应。然而,这种梯度感知类型的优势受到信号传递噪声的限制,而这种噪声是整合空间分布的配体浓度信息所必需的。我们计算了这种通讯噪声所施加的基本感官极限,并将其与实验数据相结合,以估计参与梯度感知的多细胞感官群体的有效大小。功能实验有力地表明,通过间隙连接的细胞间通讯以及细胞内钙库释放钙是集体梯度感知的介质。由此产生的综合分析为理解化学偶联细胞中继对感官信息处理的优势和局限性提供了一个框架。