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Digital signaling decouples activation probability and population heterogeneity.

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TLDR
Results show that digital NF-κB signaling enables multidimensional control of cellular phenotype via input profile, allowing parallel and independent control of single-cell activation probability and population heterogeneity.
Abstract
Digital signaling enhances robustness of cellular decisions in noisy environments, but it is unclear how digital systems transmit temporal information about a stimulus. To understand how temporal input information is encoded and decoded by the NF-κB system, we studied transcription factor dynamics and gene regulation under dose- and duration-modulated inflammatory inputs. Mathematical modeling predicted and microfluidic single-cell experiments confirmed that integral of the stimulus (or area, concentration × duration) controls the fraction of cells that activate NF-κB in the population. However, stimulus temporal profile determined NF-κB dynamics, cell-to-cell variability, and gene expression phenotype. A sustained, weak stimulation lead to heterogeneous activation and delayed timing that is transmitted to gene expression. In contrast, a transient, strong stimulus with the same area caused rapid and uniform dynamics. These results show that digital NF-κB signaling enables multidimensional control of cellular phenotype via input profile, allowing parallel and independent control of single-cell activation probability and population heterogeneity. DOI: http://dx.doi.org/10.7554/eLife.08931.001

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NF-κB Signaling in Macrophages: Dynamics, Crosstalk, and Signal Integration.

TL;DR: This review of recent research on the dynamics of NF-κB signaling focuses on how these dynamics vary in different cell types, while discussing why these characteristics may be important and how new techniques and technologies should allow for appropriate control of innate immune responses.
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Automated microfluidic platform for dynamic and combinatorial drug screening of tumor organoids

TL;DR: An automated, high-throughput, microfluidic 3D organoid culture and analysis system to facilitate preclinical research and personalized therapies and finds that temporally-modified drug treatments can be more effective than constant-dose monotherapy or combination therapy in vitro.
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Challenges in measuring and understanding biological noise

TL;DR: There are various challenges to studying this variability, such as disentangling its multilayered sources, distinguishing it from deterministic influences on cellular variability, modelling it with appropriate statistical methods and understanding its practical consequences.
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High-Content Quantification of Single-Cell Immune Dynamics

TL;DR: An automated microfluidic system that delivers precisely defined dynamical inputs to individual living cells and simultaneously measures key immune parameters dynamically is developed, enabling study of previously untestable aspects of immunity by measuring time-dependent cytokine secretion and transcription factor activity from single cells stimulated with dynamic inflammatory inputs.
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PhysiBoSS: a multi-scale agent-based modelling framework integrating physical dimension and cell signalling.

TL;DR: PhysiBoSS becomes very useful when studying heterogeneous population response to treatment, mutation effects, different modes of invasion or isomorphic morphogenesis events, and to concretely illustrate a potential use, it was studied heterogeneous cell fate decisions in response to TNF treatment.
References
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TL;DR: Recent advances that have been made by research into the role of TLR biology in host defense and disease are described.
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Shared principles in NF-kappaB signaling

TL;DR: The authors synthesize some of the basic principles that have emerged from studies of NF-kappaB, and aim to generate a more unified view of the regulation of the transcription factor.
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LPS/TLR4 signal transduction pathway

TL;DR: Molecules involved in TLR4-mediated signaling are reviewed, including players that are involved in the negative regulation of this important pathway.
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The IκB-NF-κB Signaling Module: Temporal Control and Selective Gene Activation

TL;DR: A computational model is presented that describes the temporal control of NF-κB activation by the coordinated degradation and synthesis of IκB proteins and demonstrates that IπκBα is responsible for strong negative feedback that allows for a fast turn-off of the NF-σB response.
Journal ArticleDOI

The History of Toll-like Receptors - Redefining Innate Immunity

TL;DR: Toll-like receptors have a central role in immunity — in this Timeline article, the landmark findings that gave rise to this important field of research are described.
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