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NF-κB Dynamics Discriminate between TNF Doses in Single Cells.
Qiuhong Zhang1, Sanjana Gupta1, David L Schipper1
1Department of Computational and Systems Biology, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15213, USA.
Single cells transmit more information about cytokine dose than previously thought. Nuclear factor κB (NF-κB) dynamics reveal graded responses, indicating cells fine-tune cytokine signaling beyond simple activation.
Area of Science:
- Cellular Biology
- Systems Biology
- Immunology
Background:
- Cytokine-dependent dynamics of nuclear factor κB (NF-κB) are crucial for cell fate decisions.
- The extent to which single cells discriminate cytokine dose remains unclear, with debate on switch-like versus graded responses.
Purpose of the Study:
- To investigate single-cell dose discrimination mechanisms of NF-κB in response to tumor necrosis factor (TNF).
- To determine if NF-κB dynamics encode more information about cytokine dose than a simple switch-like model predicts.
Main Methods:
- Measuring dynamic subcellular localization of NF-κB under various TNF stimulation conditions.
- Applying an information theory framework to analyze signaling dynamics and non-responsive cell populations.
Main Results:
- Single-cell information transmission capacity for TNF dose exceeds predictions from a switch-like model.
- NF-κB dynamics encode information for multiple TNF-dependent cellular states with a variable activation threshold across the population.
- Cells demonstrate graded responses to TNF across several orders of magnitude in concentration.
Conclusions:
- Single-cell NF-κB responses are not strictly switch-like but provide graded information about cytokine dose.
- Cells possess regulatory mechanisms for fine-tuning cytokine responses beyond initial activation.
- Understanding these dynamics is key to deciphering cell fate determination in response to external stimuli.
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