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Updated: Oct 27, 2025

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A variable-gain stochastic pooling motif mediates information transfer from receptor assemblies into NF-κB
J Agustin Cruz1, Chaitanya S Mokashi1, Gabriel J Kowalczyk1
1Department of Computational and Systems Biology, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15213, USA.
This study reveals how IκB kinase (IKK) complexes transmit cytokine signals. Variable-gain stochastic pooling allows cells to precisely control responses in noisy environments.
Area of Science:
- Molecular Biology
- Cellular Signaling
- Immunology
Background:
- Inflammatory cytokines regulate cellular homeostasis via signaling pathways.
- The IκB kinase (IKK) complex integrates cytokine signals, controlling nuclear factor κB (NF-κB) signaling.
- IKK activation occurs upon recruitment to receptor-associated protein assemblies during inflammation.
Purpose of the Study:
- To investigate how IKK complexes transmit information about the cellular environment.
- To identify upstream signaling features dictating single-cell responses to cytokines.
- To elucidate the dynamics of IKK complexes and nuclear NF-κB.
Main Methods:
- Tracking dynamics of single IKK complexes and nuclear NF-κB.
- Utilizing experiments and computational modeling of single molecular complexes.
- Analyzing cytokine-specific control mechanisms and feedback regulation.
Main Results:
- Single complex dynamics reveal cytokine-specific control over shared signaling pathways.
- Feedback regulation independent of transcription was observed.
- Evidence for variable-gain stochastic pooling, a noise-reducing motif, was found.
Conclusions:
- Variable-gain stochastic pooling enables cytokine-specific regulation and efficient information transfer.
- Emergent properties of stochastic pooling may represent general principles of receptor signaling.
- This mechanism facilitates constructive information transmission in noisy cellular environments.
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