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Updated: Feb 19, 2026

Determination of the Relative Cell Surface and Total Expression of Recombinant Ion Channels Using Flow Cytometry
Published on: September 28, 2016
Cellular information dynamics through transmembrane flow of ions.
Robert A Gatenby1, B Roy Frieden2
1Departments of Radiology and Integrated Mathematical Oncology, Moffitt Cancer Center, Tampa, Florida, 33612, USA. Robert.gatenby@moffitt.org.
Cells use ion gradients to create information circuits, detecting and responding to signals. This ion flow acts as an optimal communication channel, minimizing information loss and maximizing speed, as seen in neuronal action potentials.
Area of Science:
- Cellular Biology
- Biophysics
- Information Theory
Background:
- Cells maintain large transmembrane ion gradients.
- Ion channels act as specialized gates for signal detection.
- Cellular responses involve changes in protein localization and enzyme activity.
Purpose of the Study:
- To propose and validate a model where transmembrane ion gradients form cellular information circuits.
- To analyze ion-based signal transmission as an optimal information channel.
- To demonstrate how cellular signaling principles align with information theory.
Main Methods:
- Modeling cellular information processing via ion gradients.
- Analyzing ion flow as a communication channel using Kullback-Leibler cross entropy.
- Applying information theory principles to ion dynamics.
Main Results:
- Transmembrane ion flow forms an optimal Shannon information channel.
- This model minimizes information loss and maximizes transmission speed.
- Neuronal action potentials are a specific instance of these general information principles.
Conclusions:
- Cellular ion gradients function as sophisticated information circuits.
- Ion channel activity and ion flow are fundamental to cellular communication.
- Information theory provides a framework for understanding cellular signaling mechanisms.
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