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Updated: Jan 25, 2026

Real-Time Proxy-Control of Re-Parameterized Peripheral Signals using a Close-Loop Interface
Published on: May 8, 2021
NF-κB signaling dynamics is controlled by a dose-sensing autoregulatory loop
Mialy M DeFelice1, Helen R Clark2,3, Jacob J Hughey1
1Department of Bioengineering, Stanford University, Stanford, CA 94305, USA.
Distinct signaling dynamics control cell fate, but mechanisms remain unclear. This study reveals an autoinhibitory loop in innate immunity, where IRAK1 acts as a dose-sensor to regulate Toll-like receptor and IL-1R signaling dynamics.
Area of Science:
- Immunology
- Cell Signaling
- Molecular Biology
Background:
- Signaling protein dynamics (oscillatory, transient, sustained) influence gene expression and cell fate.
- Molecular mechanisms for stimulus- and dose-dependent signaling dynamics are poorly understood.
- Innate immune signaling networks encode crucial information through dynamic patterns.
Purpose of the Study:
- To dissect mechanisms of stimulus- and dose-encoding in innate immune signaling.
- To identify molecular players responsible for dynamic signal regulation.
- To understand how signaling dynamics shape cellular responses.
Main Methods:
- Single-cell analysis of innate immune signaling pathways.
- Perturbation of signaling networks using inducible gene expression and optogenetics.
- Investigation of Toll-like receptor (TLR) and interleukin-1 receptor (IL-1R) signaling dynamics.
Main Results:
- Identified a dose-dependent, autoinhibitory loop in TLR and IL-1R signaling.
- Discovered that IL-1R-associated kinase 1 (IRAK1) acts as the dose-sensing node.
- IRAK1 regulates signal flow and inhibits NF-κB nucleocytoplasmic oscillations, independent of its kinase activity.
Conclusions:
- IRAK1 is essential for dose-dependent innate immune signaling, controlling signal refractoriness.
- Protein functions not obvious from network topology (like IRAK1's non-kinase role) are critical for dynamic responses.
- Understanding these mechanisms is key to deciphering how cells interpret external stimuli.
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